Upload res_CIFAR2_32_lr0.0001_ep50_bs2048_attr_ckpts/md_3/step_10/pred_target.json with huggingface_hub

res_CIFAR2_32_lr0.0001_ep50_bs2048_attr_ckpts/md_3/step_10/pred_target.json

@@ -0,0 +1 @@
+{"1": {"train": {"loss_reduced": 0.09861373901367188, "pred": 0.8006677627563477, "loss_l2": 1.372156023979187, "loss_mape": 11.87857437133789}}, "2": {"train": {"loss_reduced": 0.10214877128601074, "pred": 0.4941902756690979, "loss_l2": 0.49447664618492126, "loss_mape": 6.883982181549072}}, "3": {"train": {"loss_reduced": 0.09908270835876465, "pred": 0.3203905522823334, "loss_l2": 0.15534569323062897, "loss_mape": 3.9778804779052734}}, "4": {"train": {"loss_reduced": 0.09505689144134521, "pred": 0.22662651538848877, "loss_l2": 0.052519746124744415, "loss_mape": 2.4108917713165283}}, "5": {"train": {"loss_reduced": 0.10690057277679443, "pred": 0.16782590746879578, "loss_l2": 0.014148026704788208, "loss_mape": 1.1126738786697388}, "valid": {"0": {"loss_reduced": 0.09681856632232666, "pred": 0.16721466183662415, "valid_loss_l2": 0.0049556102603673935, "valid_loss_mape": 0.7270929217338562}}}, "6": {"train": {"loss_reduced": 0.09775280952453613, "pred": 0.0939445048570633, "loss_l2": 0.004926830530166626, "loss_mape": 0.7180497646331787}}, "7": {"train": {"loss_reduced": 0.0992509126663208, "pred": 0.08130936324596405, "loss_l2": 3.371879574842751e-05, "loss_mape": 0.05850614979863167}}, "8": {"train": {"loss_reduced": 0.10450577735900879, "pred": 0.09554269909858704, "loss_l2": 0.0005684512434527278, "loss_mape": 0.22814255952835083}}, "9": {"train": {"loss_reduced": 0.10266005992889404, "pred": 0.1166796162724495, "loss_l2": 4.6243996621342376e-05, "loss_mape": 0.06624089181423187}}, "10": {"train": {"loss_reduced": 0.09123337268829346, "pred": 0.09742274135351181, "loss_l2": 0.00074210693128407, "loss_mape": 0.2985929250717163}, "valid": {"0": {"loss_reduced": 0.0904991626739502, "pred": 0.0955335944890976, "valid_loss_l2": 2.534550367272459e-05, "valid_loss_mape": 0.05562959611415863}}}, "11": {"train": {"loss_reduced": 0.10131227970123291, "pred": 0.19139894843101501, "loss_l2": 2.1086067135911435e-05, "loss_mape": 0.04532478004693985}}, "12": {"train": {"loss_reduced": 0.10176193714141846, "pred": 0.11567258834838867, "loss_l2": 0.00810561515390873, "loss_mape": 0.8847236633300781}}, "13": {"train": {"loss_reduced": 0.09925258159637451, "pred": 0.07560595870018005, "loss_l2": 0.00023553235223516822, "loss_mape": 0.15462633967399597}}, "14": {"train": {"loss_reduced": 0.1001443862915039, "pred": 0.06376567482948303, "loss_l2": 0.0005606126505881548, "loss_mape": 0.23643122613430023}}, "15": {"train": {"loss_reduced": 0.08670830726623535, "pred": 0.06232001632452011, "loss_l2": 0.0005882210098206997, "loss_mape": 0.2797110080718994}, "valid": {"0": {"loss_reduced": 0.09763228893280029, "pred": 0.06348379701375961, "valid_loss_l2": 0.001166119473055005, "valid_loss_mape": 0.3497663736343384}}}, "16": {"train": {"loss_reduced": 0.10259521007537842, "pred": 0.11928734183311462, "loss_l2": 0.0015157908201217651, "loss_mape": 0.3794831931591034}}, "17": {"train": {"loss_reduced": 0.0894155502319336, "pred": 0.10248786211013794, "loss_l2": 0.0008141990983858705, "loss_mape": 0.3191187083721161}}, "18": {"train": {"loss_reduced": 0.10102486610412598, "pred": 0.09491259604692459, "loss_l2": 2.8530294002848677e-06, "loss_mape": 0.01671956107020378}}, "19": {"train": {"loss_reduced": 0.09799635410308838, "pred": 0.09428858757019043, "loss_l2": 7.843770617910195e-06, "loss_mape": 0.028579361736774445}}, "20": {"train": {"loss_reduced": 0.10426199436187744, "pred": 0.1035735011100769, "loss_l2": 6.661762745352462e-05, "loss_mape": 0.07828319817781448}, "valid": {"0": {"loss_reduced": 0.10687720775604248, "pred": 0.09879691898822784, "valid_loss_l2": 6.529106758534908e-05, "valid_loss_mape": 0.07560347765684128}}}, "21": {"train": {"loss_reduced": 0.10230863094329834, "pred": 0.16767919063568115, "loss_l2": 4.2640729702725366e-07, "loss_mape": 0.0063826353289186954}}, "22": {"train": {"loss_reduced": 0.09975504875183105, "pred": 0.11563139408826828, "loss_l2": 0.004537524189800024, "loss_mape": 0.6752655506134033}}, "23": {"train": {"loss_reduced": 0.09613394737243652, "pred": 0.08283689618110657, "loss_l2": 0.00041996734216809273, "loss_mape": 0.21317240595817566}}, "24": {"train": {"loss_reduced": 0.09664034843444824, "pred": 0.06701785326004028, "loss_l2": 0.00020343477081041783, "loss_mape": 0.1475890427827835}}, "25": {"train": {"loss_reduced": 0.10344421863555908, "pred": 0.06586603820323944, "loss_l2": 0.0012592739658430219, "loss_mape": 0.34304720163345337}, "valid": {"0": {"loss_reduced": 0.09974253177642822, "pred": 0.06490039825439453, "valid_loss_l2": 0.0012139743193984032, "valid_loss_mape": 0.34932073950767517}}}, "26": {"train": {"loss_reduced": 0.1012183427810669, "pred": 0.10922560095787048, "loss_l2": 0.0012421985156834126, "loss_mape": 0.3482060432434082}}, "27": {"train": {"loss_reduced": 0.096549391746521, "pred": 0.11297033727169037, "loss_l2": 0.00011812763113994151, "loss_mape": 0.11257091909646988}}, "28": {"train": {"loss_reduced": 0.1003103256225586, "pred": 0.10504625737667084, "loss_l2": 0.00014699467283207923, "loss_mape": 0.12086628377437592}}, "29": {"train": {"loss_reduced": 0.10232043266296387, "pred": 0.09918206930160522, "loss_l2": 2.793825842672959e-05, "loss_mape": 0.051657967269420624}}, "30": {"train": {"loss_reduced": 0.09808218479156494, "pred": 0.09245828539133072, "loss_l2": 7.52857758357095e-08, "loss_mape": 0.0027974757831543684}, "valid": {"0": {"loss_reduced": 0.09268593788146973, "pred": 0.09414613246917725, "valid_loss_l2": 2.1321682197594782e-06, "valid_loss_mape": 0.01575421914458275}}}, "31": {"train": {"loss_reduced": 0.09476375579833984, "pred": 0.13985176384449005, "loss_l2": 1.849070940806996e-06, "loss_mape": 0.014349425211548805}}, "32": {"train": {"loss_reduced": 0.10259270668029785, "pred": 0.10488830506801605, "loss_l2": 0.0014246983919292688, "loss_mape": 0.3679128885269165}}, "33": {"train": {"loss_reduced": 0.10157430171966553, "pred": 0.0823754370212555, "loss_l2": 8.623191206424963e-06, "loss_mape": 0.028910137712955475}}, "34": {"train": {"loss_reduced": 0.09715700149536133, "pred": 0.07526296377182007, "loss_l2": 0.0002103526348946616, "loss_mape": 0.1492794007062912}}, "35": {"train": {"loss_reduced": 0.10098767280578613, "pred": 0.08017536997795105, "loss_l2": 0.0006538922316394746, "loss_mape": 0.25321224331855774}, "valid": {"0": {"loss_reduced": 0.09916818141937256, "pred": 0.07728971540927887, "valid_loss_l2": 0.00047866726526990533, "valid_loss_mape": 0.2206198126077652}}}, "36": {"train": {"loss_reduced": 0.09814000129699707, "pred": 0.12713934481143951, "loss_l2": 0.00030103346216492355, "loss_mape": 0.1767914742231369}}, "37": {"train": {"loss_reduced": 0.09969520568847656, "pred": 0.10310613363981247, "loss_l2": 0.0006371762719936669, "loss_mape": 0.25319522619247437}}, "38": {"train": {"loss_reduced": 0.09638547897338867, "pred": 0.08827834576368332, "loss_l2": 5.4501593695022166e-05, "loss_mape": 0.07659368962049484}}, "39": {"train": {"loss_reduced": 0.0993659496307373, "pred": 0.08707743138074875, "loss_l2": 9.690238221082836e-05, "loss_mape": 0.09906714409589767}}, "40": {"train": {"loss_reduced": 0.1048126220703125, "pred": 0.09257837384939194, "loss_l2": 0.0004413629649206996, "loss_mape": 0.20043998956680298}, "valid": {"0": {"loss_reduced": 0.10120010375976562, "pred": 0.0950988233089447, "valid_loss_l2": 3.722562178154476e-05, "valid_loss_mape": 0.06028927117586136}}}, "41": {"train": {"loss_reduced": 0.10446202754974365, "pred": 0.1416490375995636, "loss_l2": 7.318564894376323e-05, "loss_mape": 0.08189445734024048}}, "42": {"train": {"loss_reduced": 0.09415626525878906, "pred": 0.10978333652019501, "loss_l2": 0.0021438701078295708, "loss_mape": 0.491756409406662}}, "43": {"train": {"loss_reduced": 0.10043740272521973, "pred": 0.08805375546216965, "loss_l2": 9.176899766316637e-05, "loss_mape": 0.09537895023822784}}, "44": {"train": {"loss_reduced": 0.100974440574646, "pred": 0.07735711336135864, "loss_l2": 0.00020085452706553042, "loss_mape": 0.14035548269748688}}, "45": {"train": {"loss_reduced": 0.09508419036865234, "pred": 0.07397186011075974, "loss_l2": 0.00037295513902790844, "loss_mape": 0.20310470461845398}, "valid": {"0": {"loss_reduced": 0.09586548805236816, "pred": 0.07782062143087387, "valid_loss_l2": 0.0003256172058172524, "valid_loss_mape": 0.18823111057281494}}}, "46": {"train": {"loss_reduced": 0.09894275665283203, "pred": 0.11136965453624725, "loss_l2": 0.0005104392184875906, "loss_mape": 0.2283431589603424}}, "47": {"train": {"loss_reduced": 0.09793710708618164, "pred": 0.1128368228673935, "loss_l2": 0.00014461026876233518, "loss_mape": 0.1227869763970375}}, "48": {"train": {"loss_reduced": 0.10317122936248779, "pred": 0.10477486252784729, "loss_l2": 0.00011066342267440632, "loss_mape": 0.10196319967508316}}, "49": {"train": {"loss_reduced": 0.1011347770690918, "pred": 0.09550254791975021, "loss_l2": 1.5500016161240637e-05, "loss_mape": 0.0389283113181591}}, "50": {"train": {"loss_reduced": 0.09439301490783691, "pred": 0.08826076239347458, "loss_l2": 1.854262882261537e-05, "loss_mape": 0.04561900347471237}, "valid": {"0": {"loss_reduced": 0.0940558910369873, "pred": 0.0854574590921402, "valid_loss_l2": 7.393303530989215e-05, "valid_loss_mape": 0.0914183259010315}}}, "51": {"train": {"loss_reduced": 0.09377551078796387, "pred": 0.11812066286802292, "loss_l2": 8.835920743877068e-05, "loss_mape": 0.10023894160985947}}, "52": {"train": {"loss_reduced": 0.10206484794616699, "pred": 0.10393448173999786, "loss_l2": 0.0003582519420888275, "loss_mape": 0.18544626235961914}}, "53": {"train": {"loss_reduced": 0.10033321380615234, "pred": 0.08967531472444534, "loss_l2": 1.1494115824461915e-05, "loss_mape": 0.033790379762649536}}, "54": {"train": {"loss_reduced": 0.09493231773376465, "pred": 0.08315268158912659, "loss_l2": 2.8218722945894115e-05, "loss_mape": 0.05595702305436134}}, "55": {"train": {"loss_reduced": 0.10144925117492676, "pred": 0.08641740679740906, "loss_l2": 0.00037897785659879446, "loss_mape": 0.19189253449440002}, "valid": {"0": {"loss_reduced": 0.10899901390075684, "pred": 0.08553312718868256, "valid_loss_l2": 0.0005506478482857347, "valid_loss_mape": 0.2152853161096573}}}, "56": {"train": {"loss_reduced": 0.09929370880126953, "pred": 0.11909590661525726, "loss_l2": 0.00017016148194670677, "loss_mape": 0.1313738375902176}}, "57": {"train": {"loss_reduced": 0.09691071510314941, "pred": 0.10486622154712677, "loss_l2": 0.0005299320328049362, "loss_mape": 0.2375408411026001}}, "58": {"train": {"loss_reduced": 0.09936439990997314, "pred": 0.0919991135597229, "loss_l2": 4.3731488403864205e-05, "loss_mape": 0.0665527954697609}}, "59": {"train": {"loss_reduced": 0.10038542747497559, "pred": 0.08591733872890472, "loss_l2": 0.00011495785292936489, "loss_mape": 0.10680674016475677}}, "60": {"train": {"loss_reduced": 0.092978835105896, "pred": 0.0859283059835434, "loss_l2": 6.271171878324822e-05, "loss_mape": 0.08517070859670639}, "valid": {"0": {"loss_reduced": 0.10591244697570801, "pred": 0.08970208466053009, "valid_loss_l2": 0.00026277583674527705, "valid_loss_mape": 0.1530543714761734}}}, "61": {"train": {"loss_reduced": 0.09921467304229736, "pred": 0.11995463073253632, "loss_l2": 0.00014372749137692153, "loss_mape": 0.12083534896373749}}, "62": {"train": {"loss_reduced": 0.10257613658905029, "pred": 0.10773612558841705, "loss_l2": 0.0003377773391548544, "loss_mape": 0.17917148768901825}}, "63": {"train": {"loss_reduced": 0.09788668155670166, "pred": 0.09182510524988174, "loss_l2": 7.220381667139009e-05, "loss_mape": 0.08680734783411026}}, "64": {"train": {"loss_reduced": 0.09900915622711182, "pred": 0.08689915388822556, "loss_l2": 2.6155476007261313e-05, "loss_mape": 0.05165423825383186}}, "65": {"train": {"loss_reduced": 0.10461032390594482, "pred": 0.09073787182569504, "loss_l2": 0.0002911444171331823, "loss_mape": 0.1631096601486206}, "valid": {"0": {"loss_reduced": 0.09091997146606445, "pred": 0.08835533261299133, "valid_loss_l2": 6.577372460014885e-06, "valid_loss_mape": 0.028207650408148766}}}, "66": {"train": {"loss_reduced": 0.1132955551147461, "pred": 0.11957833915948868, "loss_l2": 0.0006016292027197778, "loss_mape": 0.21649685502052307}}, "67": {"train": {"loss_reduced": 0.09528160095214844, "pred": 0.11338290572166443, "loss_l2": 0.0005930173210799694, "loss_mape": 0.2555786967277527}}, "68": {"train": {"loss_reduced": 0.09509360790252686, "pred": 0.1003459170460701, "loss_l2": 0.00036640226608142257, "loss_mape": 0.20129257440567017}}, "69": {"train": {"loss_reduced": 0.0929574966430664, "pred": 0.08698873966932297, "loss_l2": 3.69477565982379e-05, "loss_mape": 0.06538974493741989}}, "70": {"train": {"loss_reduced": 0.0880746841430664, "pred": 0.07980479300022125, "loss_l2": 1.1636794852165622e-06, "loss_mape": 0.01224801130592823}, "valid": {"0": {"loss_reduced": 0.10849463939666748, "pred": 0.07847383618354797, "valid_loss_l2": 0.0009012485970743, "valid_loss_mape": 0.2767030894756317}}}, "71": {"train": {"loss_reduced": 0.09517645835876465, "pred": 0.10557973384857178, "loss_l2": 0.000280169042525813, "loss_mape": 0.17586545646190643}}, "72": {"train": {"loss_reduced": 0.10284566879272461, "pred": 0.11954200267791748, "loss_l2": 8.187839739548508e-06, "loss_mape": 0.02782266028225422}}, "73": {"train": {"loss_reduced": 0.09853672981262207, "pred": 0.10739974677562714, "loss_l2": 0.00044527757563628256, "loss_mape": 0.2141495943069458}}, "74": {"train": {"loss_reduced": 0.09929728507995605, "pred": 0.09381826221942902, "loss_l2": 5.153043821337633e-05, "loss_mape": 0.07229271531105042}}, "75": {"train": {"loss_reduced": 0.09986603260040283, "pred": 0.08883030712604523, "loss_l2": 5.96075551584363e-06, "loss_mape": 0.024447409436106682}, "valid": {"0": {"loss_reduced": 0.10054802894592285, "pred": 0.08601871877908707, "valid_loss_l2": 0.00021110085071995854, "valid_loss_mape": 0.144501194357872}}}, "76": {"train": {"loss_reduced": 0.09496557712554932, "pred": 0.11405860632658005, "loss_l2": 9.411197970621288e-05, "loss_mape": 0.1021542027592659}}, "77": {"train": {"loss_reduced": 0.10441720485687256, "pred": 0.10828226804733276, "loss_l2": 0.00011211453238502145, "loss_mape": 0.10140489041805267}}, "78": {"train": {"loss_reduced": 0.10326159000396729, "pred": 0.09761595726013184, "loss_l2": 5.204795525060035e-05, "loss_mape": 0.06986553966999054}}, "79": {"train": {"loss_reduced": 0.09878432750701904, "pred": 0.08922965824604034, "loss_l2": 1.3538822713599075e-05, "loss_mape": 0.037247952073812485}}, "80": {"train": {"loss_reduced": 0.10025882720947266, "pred": 0.0921872928738594, "loss_l2": 0.00013308966299518943, "loss_mape": 0.11506666988134384}, "valid": {"0": {"loss_reduced": 0.08881878852844238, "pred": 0.0949123203754425, "valid_loss_l2": 3.713112892000936e-05, "valid_loss_mape": 0.06860633939504623}}}, "81": {"train": {"loss_reduced": 0.0961078405380249, "pred": 0.12295304983854294, "loss_l2": 4.521685241343221e-06, "loss_mape": 0.02212541177868843}}, "82": {"train": {"loss_reduced": 0.09736275672912598, "pred": 0.10113903135061264, "loss_l2": 0.0006012315861880779, "loss_mape": 0.2518419325351715}}, "83": {"train": {"loss_reduced": 0.09927618503570557, "pred": 0.08646227419376373, "loss_l2": 2.290625161549542e-06, "loss_mape": 0.015245158225297928}}, "84": {"train": {"loss_reduced": 0.10194456577301025, "pred": 0.08314773440361023, "loss_l2": 0.0002499574620742351, "loss_mape": 0.15508469939231873}}, "85": {"train": {"loss_reduced": 0.09927642345428467, "pred": 0.0883159339427948, "loss_l2": 0.00019804260227829218, "loss_mape": 0.14175330102443695}, "valid": {"0": {"loss_reduced": 0.10341036319732666, "pred": 0.08664481341838837, "valid_loss_l2": 0.0002810836595017463, "valid_loss_mape": 0.16212639212608337}}}, "86": {"train": {"loss_reduced": 0.09473109245300293, "pred": 0.1144978255033493, "loss_l2": 7.984256080817431e-05, "loss_mape": 0.09432453662157059}}, "87": {"train": {"loss_reduced": 0.09320354461669922, "pred": 0.10019443929195404, "loss_l2": 0.0005319007905200124, "loss_mape": 0.2474474012851715}}, "88": {"train": {"loss_reduced": 0.10580623149871826, "pred": 0.09347975999116898, "loss_l2": 4.0214836189989e-05, "loss_mape": 0.05993519350886345}}, "89": {"train": {"loss_reduced": 0.10366785526275635, "pred": 0.09417843818664551, "loss_l2": 0.00010912850848399103, "loss_mape": 0.10076854377985}}, "90": {"train": {"loss_reduced": 0.09506165981292725, "pred": 0.09581168740987778, "loss_l2": 7.095497380760207e-07, "loss_mape": 0.008861066773533821}, "valid": {"0": {"loss_reduced": 0.1012493371963501, "pred": 0.097129687666893, "valid_loss_l2": 1.6971513105090708e-05, "valid_loss_mape": 0.0406881645321846}}}, "91": {"train": {"loss_reduced": 0.09712398052215576, "pred": 0.1243225708603859, "loss_l2": 5.097060125081043e-07, "loss_mape": 0.007350779604166746}}, "92": {"train": {"loss_reduced": 0.09976577758789062, "pred": 0.10211098194122314, "loss_l2": 0.0005765474634245038, "loss_mape": 0.24067775905132294}}, "93": {"train": {"loss_reduced": 0.09394049644470215, "pred": 0.0846829041838646, "loss_l2": 8.755132148507982e-05, "loss_mape": 0.09960439056158066}}, "94": {"train": {"loss_reduced": 0.10230457782745361, "pred": 0.078712597489357, "loss_l2": 0.0003318361996207386, "loss_mape": 0.17806017398834229}}, "95": {"train": {"loss_reduced": 0.10156643390655518, "pred": 0.07889038324356079, "loss_l2": 0.0006296865176409483, "loss_mape": 0.2470654398202896}, "valid": {"0": {"loss_reduced": 0.10474801063537598, "pred": 0.08080582320690155, "valid_loss_l2": 0.0005732283461838961, "valid_loss_mape": 0.2285693734884262}}}, "96": {"train": {"loss_reduced": 0.10352039337158203, "pred": 0.10402146726846695, "loss_l2": 0.0005622219177894294, "loss_mape": 0.22904877364635468}}, "97": {"train": {"loss_reduced": 0.10242187976837158, "pred": 0.12051428854465485, "loss_l2": 8.498064744344447e-06, "loss_mape": 0.0284621212631464}}, "98": {"train": {"loss_reduced": 0.09079456329345703, "pred": 0.11045965552330017, "loss_l2": 0.0009006751934066415, "loss_mape": 0.33054018020629883}}, "99": {"train": {"loss_reduced": 0.10151898860931396, "pred": 0.09907343983650208, "loss_l2": 7.362379983533174e-05, "loss_mape": 0.08452045917510986}}, "100": {"train": {"loss_reduced": 0.09601747989654541, "pred": 0.08982053399085999, "loss_l2": 1.3557360944105312e-05, "loss_mape": 0.0383475199341774}, "valid": {"0": {"loss_reduced": 0.09874367713928223, "pred": 0.0901043564081192, "valid_loss_l2": 7.463786459993571e-05, "valid_loss_mape": 0.08749239146709442}}}, "101": {"train": {"loss_reduced": 0.0975569486618042, "pred": 0.11620248854160309, "loss_l2": 5.8143217756878585e-05, "loss_mape": 0.07816121727228165}}, "102": {"train": {"loss_reduced": 0.10316634178161621, "pred": 0.10555805265903473, "loss_l2": 0.00013597910583484918, "loss_mape": 0.11303112655878067}}, "103": {"train": {"loss_reduced": 0.09881436824798584, "pred": 0.09258332848548889, "loss_l2": 3.630387436714955e-05, "loss_mape": 0.06097564101219177}}, "104": {"train": {"loss_reduced": 0.09974884986877441, "pred": 0.08980557322502136, "loss_l2": 3.089648816967383e-05, "loss_mape": 0.05572456121444702}}, "105": {"train": {"loss_reduced": 0.10202014446258545, "pred": 0.09498181194067001, "loss_l2": 0.0001102978567359969, "loss_mape": 0.10294318944215775}, "valid": {"0": {"loss_reduced": 0.09178423881530762, "pred": 0.09326222538948059, "valid_loss_l2": 2.184444383601658e-06, "valid_loss_mape": 0.016102835536003113}}}, "106": {"train": {"loss_reduced": 0.09320414066314697, "pred": 0.11721308529376984, "loss_l2": 2.086935182887828e-06, "loss_mape": 0.015499556437134743}}, "107": {"train": {"loss_reduced": 0.09613823890686035, "pred": 0.10064032673835754, "loss_l2": 0.0005553819937631488, "loss_mape": 0.24513185024261475}}, "108": {"train": {"loss_reduced": 0.09838747978210449, "pred": 0.08604098856449127, "loss_l2": 8.113137539567106e-08, "loss_mape": 0.0028950399719178677}}, "109": {"train": {"loss_reduced": 0.10351288318634033, "pred": 0.08459129929542542, "loss_l2": 0.0002872781187761575, "loss_mape": 0.16374078392982483}}, "110": {"train": {"loss_reduced": 0.1065983772277832, "pred": 0.08995729684829712, "loss_l2": 0.00047333037946373224, "loss_mape": 0.20409463346004486}, "valid": {"0": {"loss_reduced": 0.10455715656280518, "pred": 0.08957596123218536, "valid_loss_l2": 0.0002244362112833187, "valid_loss_mape": 0.14328235387802124}}}, "111": {"train": {"loss_reduced": 0.09517955780029297, "pred": 0.11545725166797638, "loss_l2": 2.478390706528444e-05, "loss_mape": 0.05230475962162018}}, "112": {"train": {"loss_reduced": 0.10441410541534424, "pred": 0.10274261236190796, "loss_l2": 0.00011660018208203837, "loss_mape": 0.10341664403676987}}, "113": {"train": {"loss_reduced": 0.09594786167144775, "pred": 0.08791177719831467, "loss_l2": 3.354932778165676e-05, "loss_mape": 0.060367975383996964}}, "114": {"train": {"loss_reduced": 0.10023808479309082, "pred": 0.08814682811498642, "loss_l2": 0.00012960960157215595, "loss_mape": 0.11357580870389938}}, "115": {"train": {"loss_reduced": 0.08720862865447998, "pred": 0.08694552630186081, "loss_l2": 3.126666854313953e-07, "loss_mape": 0.006411820650100708}, "valid": {"0": {"loss_reduced": 0.1109321117401123, "pred": 0.0852920264005661, "valid_loss_l2": 0.0006574139697477221, "valid_loss_mape": 0.2311331182718277}}}, "116": {"train": {"loss_reduced": 0.09742927551269531, "pred": 0.10969991236925125, "loss_l2": 0.00012957092258147895, "loss_mape": 0.1168326735496521}}, "117": {"train": {"loss_reduced": 0.10621130466461182, "pred": 0.1165643036365509, "loss_l2": 2.5889881726470776e-05, "loss_mape": 0.047906484454870224}}, "118": {"train": {"loss_reduced": 0.09892058372497559, "pred": 0.10343165695667267, "loss_l2": 0.000277558749075979, "loss_mape": 0.16841888427734375}}, "119": {"train": {"loss_reduced": 0.10313749313354492, "pred": 0.09462456405162811, "loss_l2": 4.116333911952097e-06, "loss_mape": 0.01967155747115612}}, "120": {"train": {"loss_reduced": 0.08636939525604248, "pred": 0.08115096390247345, "loss_l2": 2.9977742087794468e-05, "loss_mape": 0.0633927509188652}, "valid": {"0": {"loss_reduced": 0.09129583835601807, "pred": 0.08398981392383575, "valid_loss_l2": 5.337799302651547e-05, "valid_loss_mape": 0.0800258219242096}}}, "121": {"train": {"loss_reduced": 0.09827375411987305, "pred": 0.10549720376729965, "loss_l2": 0.00026522920234128833, "loss_mape": 0.16571931540966034}}, "122": {"train": {"loss_reduced": 0.09851133823394775, "pred": 0.11050627380609512, "loss_l2": 6.05022105446551e-05, "loss_mape": 0.07895859330892563}}, "123": {"train": {"loss_reduced": 0.1001209020614624, "pred": 0.10416313260793686, "loss_l2": 0.0001204255095217377, "loss_mape": 0.10960604250431061}}, "124": {"train": {"loss_reduced": 0.09697532653808594, "pred": 0.09393271803855896, "loss_l2": 4.098943099961616e-05, "loss_mape": 0.06601987034082413}}, "125": {"train": {"loss_reduced": 0.09657835960388184, "pred": 0.08844587206840515, "loss_l2": 6.009093795000808e-06, "loss_mape": 0.02538193203508854}, "valid": {"0": {"loss_reduced": 0.10724854469299316, "pred": 0.08917202055454254, "valid_loss_l2": 0.0003267607244197279, "valid_loss_mape": 0.16854797303676605}}}, "126": {"train": {"loss_reduced": 0.10188817977905273, "pred": 0.11101068556308746, "loss_l2": 0.00022312594228424132, "loss_mape": 0.14660581946372986}}, "127": {"train": {"loss_reduced": 0.09943020343780518, "pred": 0.11003702878952026, "loss_l2": 0.0001952051097759977, "loss_mape": 0.1405164748430252}}, "128": {"train": {"loss_reduced": 0.09991145133972168, "pred": 0.10041412711143494, "loss_l2": 9.270924783777446e-05, "loss_mape": 0.09637097269296646}}, "129": {"train": {"loss_reduced": 0.0974118709564209, "pred": 0.09176856279373169, "loss_l2": 7.600791377626592e-06, "loss_mape": 0.02830202504992485}}, "130": {"train": {"loss_reduced": 0.09324419498443604, "pred": 0.08635067939758301, "loss_l2": 3.115262359187909e-07, "loss_mape": 0.005985845346003771}, "valid": {"0": {"loss_reduced": 0.10019373893737793, "pred": 0.08665601909160614, "valid_loss_l2": 0.00018326986173633486, "valid_loss_mape": 0.13511542975902557}}}, "131": {"train": {"loss_reduced": 0.0950859785079956, "pred": 0.1099352017045021, "loss_l2": 6.777339149266481e-05, "loss_mape": 0.0865791067481041}}, "132": {"train": {"loss_reduced": 0.09795808792114258, "pred": 0.1024022251367569, "loss_l2": 0.00010121524246642366, "loss_mape": 0.10270288586616516}}, "133": {"train": {"loss_reduced": 0.09738743305206299, "pred": 0.09346887469291687, "loss_l2": 2.6478368454263546e-05, "loss_mape": 0.0528375543653965}}, "134": {"train": {"loss_reduced": 0.10359323024749756, "pred": 0.09508085250854492, "loss_l2": 9.582519851392135e-05, "loss_mape": 0.09449492394924164}}, "135": {"train": {"loss_reduced": 0.1004873514175415, "pred": 0.09837020933628082, "loss_l2": 6.618401675950736e-05, "loss_mape": 0.0809590071439743}, "valid": {"0": {"loss_reduced": 0.10379636287689209, "pred": 0.0998544842004776, "valid_loss_l2": 1.5538407751591876e-05, "valid_loss_mape": 0.03797703981399536}}}, "136": {"train": {"loss_reduced": 0.10177421569824219, "pred": 0.12447936832904816, "loss_l2": 3.2862196803762345e-06, "loss_mape": 0.017811911180615425}}, "137": {"train": {"loss_reduced": 0.09946990013122559, "pred": 0.10789306461811066, "loss_l2": 0.0007112225866876543, "loss_mape": 0.2681088149547577}}, "138": {"train": {"loss_reduced": 0.10124731063842773, "pred": 0.09214800596237183, "loss_l2": 3.038229806406889e-05, "loss_mape": 0.05444109067320824}}, "139": {"train": {"loss_reduced": 0.1002422571182251, "pred": 0.08487766981124878, "loss_l2": 6.127054075477645e-05, "loss_mape": 0.07808633148670197}}, "140": {"train": {"loss_reduced": 0.08980989456176758, "pred": 0.0812927708029747, "loss_l2": 1.4439979167946149e-05, "loss_mape": 0.04231156408786774}, "valid": {"0": {"loss_reduced": 0.09458792209625244, "pred": 0.08154776692390442, "valid_loss_l2": 0.00017004564870148897, "valid_loss_mape": 0.13786278665065765}}}, "141": {"train": {"loss_reduced": 0.10004246234893799, "pred": 0.10291460156440735, "loss_l2": 0.00034948508255183697, "loss_mape": 0.18686585128307343}}, "142": {"train": {"loss_reduced": 0.1011967658996582, "pred": 0.117123544216156, "loss_l2": 3.48087155543908e-07, "loss_mape": 0.005830118432641029}}, "143": {"train": {"loss_reduced": 0.09610331058502197, "pred": 0.10922825336456299, "loss_l2": 0.0004030490235891193, "loss_mape": 0.2089010328054428}}, "144": {"train": {"loss_reduced": 0.09580028057098389, "pred": 0.09850271046161652, "loss_l2": 0.00019406712090130895, "loss_mape": 0.14541499316692352}}, "145": {"train": {"loss_reduced": 0.1095207929611206, "pred": 0.09475602209568024, "loss_l2": 0.00012410433555487543, "loss_mape": 0.10171778500080109}, "valid": {"0": {"loss_reduced": 0.09830474853515625, "pred": 0.09498567134141922, "valid_loss_l2": 1.101627367461333e-05, "valid_loss_mape": 0.03376314043998718}}}, "146": {"train": {"loss_reduced": 0.09867405891418457, "pred": 0.1195441409945488, "loss_l2": 8.12969847174827e-06, "loss_mape": 0.028895767405629158}}, "147": {"train": {"loss_reduced": 0.09694850444793701, "pred": 0.10270082950592041, "loss_l2": 0.0004689013003371656, "loss_mape": 0.22335702180862427}}, "148": {"train": {"loss_reduced": 0.09702122211456299, "pred": 0.08887352794408798, "loss_l2": 3.272867979831062e-05, "loss_mape": 0.05896543338894844}}, "149": {"train": {"loss_reduced": 0.10749220848083496, "pred": 0.08717837929725647, "loss_l2": 0.00033737707417458296, "loss_mape": 0.1708758920431137}}, "150": {"train": {"loss_reduced": 0.10136270523071289, "pred": 0.08981990814208984, "loss_l2": 0.00020755095465574414, "loss_mape": 0.14212948083877563}, "valid": {"0": {"loss_reduced": 0.09057366847991943, "pred": 0.08947964012622833, "valid_loss_l2": 1.1968979833909543e-06, "valid_loss_mape": 0.012078878469765186}}}, "151": {"train": {"loss_reduced": 0.101706862449646, "pred": 0.11174347996711731, "loss_l2": 0.00015945819905027747, "loss_mape": 0.12415756285190582}}, "152": {"train": {"loss_reduced": 0.10497713088989258, "pred": 0.11379411816596985, "loss_l2": 7.721370639046654e-05, "loss_mape": 0.08370520919561386}}, "153": {"train": {"loss_reduced": 0.09836912155151367, "pred": 0.10205522179603577, "loss_l2": 0.00020572423818521202, "loss_mape": 0.1458088755607605}}, "154": {"train": {"loss_reduced": 0.09455323219299316, "pred": 0.09072193503379822, "loss_l2": 6.130787369329482e-05, "loss_mape": 0.08280979841947556}}, "155": {"train": {"loss_reduced": 0.09242689609527588, "pred": 0.08252108842134476, "loss_l2": 3.5977884635940427e-06, "loss_mape": 0.020521989092230797}, "valid": {"0": {"loss_reduced": 0.09887921810150146, "pred": 0.08180427551269531, "valid_loss_l2": 0.0002915536751970649, "valid_loss_mape": 0.17268484830856323}}}, "156": {"train": {"loss_reduced": 0.09952974319458008, "pred": 0.1046944409608841, "loss_l2": 0.00025368385831825435, "loss_mape": 0.16002710163593292}}, "157": {"train": {"loss_reduced": 0.10362792015075684, "pred": 0.11944841593503952, "loss_l2": 4.4201902937857085e-07, "loss_mape": 0.006415694952011108}}, "158": {"train": {"loss_reduced": 0.09420514106750488, "pred": 0.1111777201294899, "loss_l2": 0.0006662543746642768, "loss_mape": 0.2739967703819275}}, "159": {"train": {"loss_reduced": 0.10187673568725586, "pred": 0.10102202743291855, "loss_l2": 8.996576798381284e-05, "loss_mape": 0.09310299158096313}}, "160": {"train": {"loss_reduced": 0.09346580505371094, "pred": 0.09004564583301544, "loss_l2": 4.294056270737201e-05, "loss_mape": 0.07011018693447113}, "valid": {"0": {"loss_reduced": 0.09879124164581299, "pred": 0.09068746864795685, "valid_loss_l2": 6.567113450728357e-05, "valid_loss_mape": 0.08202926814556122}}}, "161": {"train": {"loss_reduced": 0.09802663326263428, "pred": 0.11330633610486984, "loss_l2": 4.489071943680756e-05, "loss_mape": 0.06834932416677475}}, "162": {"train": {"loss_reduced": 0.10252130031585693, "pred": 0.1051795482635498, "loss_l2": 0.00010506193211767823, "loss_mape": 0.09997895359992981}}, "163": {"train": {"loss_reduced": 0.09547972679138184, "pred": 0.0921572595834732, "loss_l2": 7.986519631231204e-05, "loss_mape": 0.09359822422266006}}, "164": {"train": {"loss_reduced": 0.10536527633666992, "pred": 0.09266988188028336, "loss_l2": 0.00015049046487547457, "loss_mape": 0.11642787605524063}}, "165": {"train": {"loss_reduced": 0.09531199932098389, "pred": 0.0932433009147644, "loss_l2": 1.1837035344797187e-05, "loss_mape": 0.03609723225235939}, "valid": {"0": {"loss_reduced": 0.09288966655731201, "pred": 0.09378822147846222, "valid_loss_l2": 8.074009656411363e-07, "valid_loss_mape": 0.009673357009887695}}}, "166": {"train": {"loss_reduced": 0.10513389110565186, "pred": 0.11544714123010635, "loss_l2": 0.00014091805496718735, "loss_mape": 0.1129121258854866}}, "167": {"train": {"loss_reduced": 0.09263110160827637, "pred": 0.10637027025222778, "loss_l2": 0.0005693810526281595, "loss_mape": 0.2575992941856384}}, "168": {"train": {"loss_reduced": 0.10563826560974121, "pred": 0.09895714372396469, "loss_l2": 3.761941798074986e-07, "loss_mape": 0.005806103348731995}}, "169": {"train": {"loss_reduced": 0.0949026346206665, "pred": 0.09122800827026367, "loss_l2": 8.920907021092717e-06, "loss_mape": 0.031472139060497284}}, "170": {"train": {"loss_reduced": 0.0874030590057373, "pred": 0.08525344729423523, "loss_l2": 2.355141805310268e-05, "loss_mape": 0.05552414804697037}, "valid": {"0": {"loss_reduced": 0.10560214519500732, "pred": 0.08709190785884857, "valid_loss_l2": 0.000342628889484331, "valid_loss_mape": 0.1752827763557434}}}, "171": {"train": {"loss_reduced": 0.09878277778625488, "pred": 0.1035352349281311, "loss_l2": 0.00023304714704863727, "loss_mape": 0.15453991293907166}}, "172": {"train": {"loss_reduced": 0.1071014404296875, "pred": 0.12323956936597824, "loss_l2": 1.0897289257627563e-06, "loss_mape": 0.009746842086315155}}, "173": {"train": {"loss_reduced": 0.09776341915130615, "pred": 0.11444807052612305, "loss_l2": 0.0006611057324334979, "loss_mape": 0.2630020081996918}}, "174": {"train": {"loss_reduced": 0.09604477882385254, "pred": 0.1018255203962326, "loss_l2": 0.0003317439113743603, "loss_mape": 0.18963903188705444}}, "175": {"train": {"loss_reduced": 0.08920431137084961, "pred": 0.08829221874475479, "loss_l2": 0.000126048966194503, "loss_mape": 0.1258588582277298}, "valid": {"0": {"loss_reduced": 0.10130584239959717, "pred": 0.08885537087917328, "valid_loss_l2": 0.00015501424786634743, "valid_loss_mape": 0.12289983779191971}}}, "176": {"train": {"loss_reduced": 0.09793758392333984, "pred": 0.11029607057571411, "loss_l2": 7.292633381439373e-05, "loss_mape": 0.0871952474117279}}, "177": {"train": {"loss_reduced": 0.0992058515548706, "pred": 0.10464399307966232, "loss_l2": 0.00011083827848779038, "loss_mape": 0.10612253099679947}}, "178": {"train": {"loss_reduced": 0.09926211833953857, "pred": 0.09634718298912048, "loss_l2": 2.80821059277514e-05, "loss_mape": 0.05338648334145546}}, "179": {"train": {"loss_reduced": 0.1041640043258667, "pred": 0.09640036523342133, "loss_l2": 4.7002515202621e-05, "loss_mape": 0.06581772863864899}}, "180": {"train": {"loss_reduced": 0.09351325035095215, "pred": 0.09367505460977554, "loss_l2": 7.177668067015475e-06, "loss_mape": 0.028649598360061646}, "valid": {"0": {"loss_reduced": 0.09602928161621094, "pred": 0.09278880804777145, "valid_loss_l2": 1.0500669304747134e-05, "valid_loss_mape": 0.03374464064836502}}}, "181": {"train": {"loss_reduced": 0.09890472888946533, "pred": 0.1142001748085022, "loss_l2": 3.663665120257065e-05, "loss_mape": 0.061198506504297256}}, "182": {"train": {"loss_reduced": 0.10306823253631592, "pred": 0.10507653653621674, "loss_l2": 0.0001146265713032335, "loss_mape": 0.10387662053108215}}, "183": {"train": {"loss_reduced": 0.09951066970825195, "pred": 0.09469737112522125, "loss_l2": 4.2128507629968226e-05, "loss_mape": 0.06522564589977264}}, "184": {"train": {"loss_reduced": 0.09317910671234131, "pred": 0.08540479838848114, "loss_l2": 3.548018867149949e-06, "loss_mape": 0.020215030759572983}}, "185": {"train": {"loss_reduced": 0.09707295894622803, "pred": 0.08683119714260101, "loss_l2": 7.487995026167482e-05, "loss_mape": 0.08914244174957275}, "valid": {"0": {"loss_reduced": 0.10524988174438477, "pred": 0.083043172955513, "valid_loss_l2": 0.000493137922603637, "valid_loss_mape": 0.21099033951759338}}}, "186": {"train": {"loss_reduced": 0.09507203102111816, "pred": 0.10269847512245178, "loss_l2": 0.00014673428086098284, "loss_mape": 0.12741278111934662}}, "187": {"train": {"loss_reduced": 0.09724998474121094, "pred": 0.1067669466137886, "loss_l2": 3.9573893445776775e-05, "loss_mape": 0.06468667834997177}}, "188": {"train": {"loss_reduced": 0.10045337677001953, "pred": 0.10244540870189667, "loss_l2": 5.1168030040571466e-05, "loss_mape": 0.07120898365974426}}, "189": {"train": {"loss_reduced": 0.10219168663024902, "pred": 0.0980556458234787, "loss_l2": 1.9734616216737777e-06, "loss_mape": 0.013746710494160652}}, "190": {"train": {"loss_reduced": 0.10132086277008057, "pred": 0.09890906512737274, "loss_l2": 7.891747486610257e-07, "loss_mape": 0.008767740800976753}, "valid": {"0": {"loss_reduced": 0.10119485855102539, "pred": 0.09791667759418488, "valid_loss_l2": 1.0746470252342988e-05, "valid_loss_mape": 0.032394737005233765}}}, "191": {"train": {"loss_reduced": 0.09518671035766602, "pred": 0.07809708267450333, "loss_l2": 7.862519737500406e-07, "loss_mape": 0.009315465576946735}}, "192": {"train": {"loss_reduced": 0.10131990909576416, "pred": 0.09240014851093292, "loss_l2": 0.00049643125385046, "loss_mape": 0.2199048399925232}}, "193": {"train": {"loss_reduced": 0.10240089893341064, "pred": 0.10973517596721649, "loss_l2": 7.576867938041687e-05, "loss_mape": 0.08500433713197708}}, "194": {"train": {"loss_reduced": 0.09566545486450195, "pred": 0.11142139136791229, "loss_l2": 0.00014018561341799796, "loss_mape": 0.12376464158296585}}, "195": {"train": {"loss_reduced": 0.10650479793548584, "pred": 0.11279148608446121, "loss_l2": 5.3903262596577406e-05, "loss_mape": 0.06893477588891983}, "valid": {"0": {"loss_reduced": 0.09781122207641602, "pred": 0.10979405045509338, "valid_loss_l2": 0.00014358817134052515, "valid_loss_mape": 0.12250974774360657}}}, "196": {"train": {"loss_reduced": 0.09671831130981445, "pred": 0.08937665075063705, "loss_l2": 0.00017286036745645106, "loss_mape": 0.1359374225139618}}, "197": {"train": {"loss_reduced": 0.10141253471374512, "pred": 0.08922798931598663, "loss_l2": 0.00011072675988543779, "loss_mape": 0.10376112163066864}}, "198": {"train": {"loss_reduced": 0.09951841831207275, "pred": 0.09349045902490616, "loss_l2": 0.00013345676416065544, "loss_mape": 0.11608251929283142}}, "199": {"train": {"loss_reduced": 0.09664678573608398, "pred": 0.10003453493118286, "loss_l2": 1.0094478056998923e-05, "loss_mape": 0.03287414833903313}}, "200": {"train": {"loss_reduced": 0.10324275493621826, "pred": 0.1093757152557373, "loss_l2": 2.156624248073058e-07, "loss_mape": 0.004498085007071495}, "valid": {"0": {"loss_reduced": 0.10101544857025146, "pred": 0.10733439028263092, "valid_loss_l2": 3.9929025660967454e-05, "valid_loss_mape": 0.06255421042442322}}}, "201": {"train": {"loss_reduced": 0.09834253787994385, "pred": 0.08706752955913544, "loss_l2": 8.582652662880719e-05, "loss_mape": 0.09420400112867355}}, "202": {"train": {"loss_reduced": 0.09665179252624512, "pred": 0.08658692985773087, "loss_l2": 0.00014574713713955134, "loss_mape": 0.1249079555273056}}, "203": {"train": {"loss_reduced": 0.09366321563720703, "pred": 0.09431690722703934, "loss_l2": 1.941196205734741e-05, "loss_mape": 0.04703982174396515}}, "204": {"train": {"loss_reduced": 0.10400831699371338, "pred": 0.10218964517116547, "loss_l2": 0.00014874579210299999, "loss_mape": 0.11726118624210358}}, "205": {"train": {"loss_reduced": 0.10169589519500732, "pred": 0.1112021803855896, "loss_l2": 2.5907476697284437e-07, "loss_mape": 0.005005057901144028}, "valid": {"0": {"loss_reduced": 0.10560321807861328, "pred": 0.11133573949337006, "valid_loss_l2": 3.286180071881972e-05, "valid_loss_mape": 0.05428358539938927}}}, "206": {"train": {"loss_reduced": 0.09398555755615234, "pred": 0.0926976427435875, "loss_l2": 0.0003871939261443913, "loss_mape": 0.20936454832553864}}, "207": {"train": {"loss_reduced": 0.10332608222961426, "pred": 0.08692705631256104, "loss_l2": 0.00015595070726703852, "loss_mape": 0.12086030840873718}}, "208": {"train": {"loss_reduced": 0.10658752918243408, "pred": 0.09216344356536865, "loss_l2": 0.0003504763881210238, "loss_mape": 0.1756398230791092}}, "209": {"train": {"loss_reduced": 0.0980600118637085, "pred": 0.09691748023033142, "loss_l2": 5.365443939808756e-05, "loss_mape": 0.07469832897186279}}, "210": {"train": {"loss_reduced": 0.09696662425994873, "pred": 0.10386049747467041, "loss_l2": 3.8384828258131165e-06, "loss_mape": 0.02020493894815445}, "valid": {"0": {"loss_reduced": 0.09039151668548584, "pred": 0.1036810427904129, "valid_loss_l2": 0.00017661150195635855, "valid_loss_mape": 0.1470218300819397}}}, "211": {"train": {"loss_reduced": 0.09807860851287842, "pred": 0.08355114609003067, "loss_l2": 1.8765500499284826e-05, "loss_mape": 0.04416780173778534}}, "212": {"train": {"loss_reduced": 0.09961998462677002, "pred": 0.09341388940811157, "loss_l2": 0.00023369409609586, "loss_mape": 0.15345370769500732}}, "213": {"train": {"loss_reduced": 0.09707498550415039, "pred": 0.10338474810123444, "loss_l2": 2.123034755641129e-05, "loss_mape": 0.047464754432439804}}, "214": {"train": {"loss_reduced": 0.10080420970916748, "pred": 0.11033257097005844, "loss_l2": 1.2342746231297497e-05, "loss_mape": 0.034851960837841034}}, "215": {"train": {"loss_reduced": 0.10217642784118652, "pred": 0.10836465656757355, "loss_l2": 4.4630123738897964e-05, "loss_mape": 0.06538277119398117}, "valid": {"0": {"loss_reduced": 0.09925234317779541, "pred": 0.11150288581848145, "valid_loss_l2": 0.00015007579349912703, "valid_loss_mape": 0.12342824786901474}}}, "216": {"train": {"loss_reduced": 0.09630119800567627, "pred": 0.08956961333751678, "loss_l2": 0.0001785650965757668, "loss_mape": 0.1387607306241989}}, "217": {"train": {"loss_reduced": 0.10169196128845215, "pred": 0.08856175094842911, "loss_l2": 0.00015306053683161736, "loss_mape": 0.12165921181440353}}, "218": {"train": {"loss_reduced": 0.09932482242584229, "pred": 0.09393320232629776, "loss_l2": 0.00010983355605276302, "loss_mape": 0.10551391541957855}}, "219": {"train": {"loss_reduced": 0.10166382789611816, "pred": 0.10076212882995605, "loss_l2": 7.961689698277041e-05, "loss_mape": 0.08776799589395523}}, "220": {"train": {"loss_reduced": 0.10010623931884766, "pred": 0.1091269701719284, "loss_l2": 1.6718746337573975e-05, "loss_mape": 0.04084517061710358}, "valid": {"0": {"loss_reduced": 0.09395182132720947, "pred": 0.10622742772102356, "valid_loss_l2": 0.00015069051005411893, "valid_loss_mape": 0.13065852224826813}}}, "221": {"train": {"loss_reduced": 0.10737645626068115, "pred": 0.1275443285703659, "loss_l2": 3.7622012314386666e-06, "loss_mape": 0.018063917756080627}}, "222": {"train": {"loss_reduced": 0.10173571109771729, "pred": 0.112447090446949, "loss_l2": 0.0007220199913717806, "loss_mape": 0.2641199231147766}}, "223": {"train": {"loss_reduced": 0.09865963459014893, "pred": 0.09736320376396179, "loss_l2": 0.00020192771626170725, "loss_mape": 0.144031822681427}}, "224": {"train": {"loss_reduced": 0.09342730045318604, "pred": 0.08501353859901428, "loss_l2": 1.354260621155845e-05, "loss_mape": 0.03938921540975571}}, "225": {"train": {"loss_reduced": 0.08891630172729492, "pred": 0.07714425027370453, "loss_l2": 1.0903305337706115e-05, "loss_mape": 0.03713621944189072}, "valid": {"0": {"loss_reduced": 0.09845447540283203, "pred": 0.07767835259437561, "valid_loss_l2": 0.0004316472914069891, "valid_loss_mape": 0.21102263033390045}}}, "226": {"train": {"loss_reduced": 0.10095500946044922, "pred": 0.09332544356584549, "loss_l2": 0.000610201561357826, "loss_mape": 0.2446858137845993}}, "227": {"train": {"loss_reduced": 0.09490787982940674, "pred": 0.10705026984214783, "loss_l2": 3.942408511647955e-06, "loss_mape": 0.02092081308364868}}, "228": {"train": {"loss_reduced": 0.10254740715026855, "pred": 0.11520130187273026, "loss_l2": 4.1781910113058984e-05, "loss_mape": 0.06303321570158005}}, "229": {"train": {"loss_reduced": 0.09774863719940186, "pred": 0.10871721059083939, "loss_l2": 0.00022644468117505312, "loss_mape": 0.15394669771194458}}, "230": {"train": {"loss_reduced": 0.09667205810546875, "pred": 0.1014866828918457, "loss_l2": 0.00017529154138173908, "loss_mape": 0.13695551455020905}, "valid": {"0": {"loss_reduced": 0.10250890254974365, "pred": 0.1029248982667923, "valid_loss_l2": 1.7305244170984224e-07, "valid_loss_mape": 0.004058142192661762}}}, "231": {"train": {"loss_reduced": 0.1026918888092041, "pred": 0.12318757176399231, "loss_l2": 2.898839852605306e-07, "loss_mape": 0.005242953076958656}}, "232": {"train": {"loss_reduced": 0.09552085399627686, "pred": 0.10656553506851196, "loss_l2": 0.0007423078641295433, "loss_mape": 0.2852291166782379}}, "233": {"train": {"loss_reduced": 0.10020291805267334, "pred": 0.09183813631534576, "loss_l2": 2.214176311099436e-05, "loss_mape": 0.04695974662899971}}, "234": {"train": {"loss_reduced": 0.09980189800262451, "pred": 0.08533751964569092, "loss_l2": 5.69121002627071e-05, "loss_mape": 0.0755898505449295}}, "235": {"train": {"loss_reduced": 0.09327876567840576, "pred": 0.08389259874820709, "loss_l2": 3.41608356393408e-05, "loss_mape": 0.06265871226787567}, "valid": {"0": {"loss_reduced": 0.10103535652160645, "pred": 0.08194579184055328, "valid_loss_l2": 0.0003644114767666906, "valid_loss_mape": 0.18893945217132568}}}, "236": {"train": {"loss_reduced": 0.10261857509613037, "pred": 0.1006263941526413, "loss_l2": 0.0004278878041077405, "loss_mape": 0.20157606899738312}}, "237": {"train": {"loss_reduced": 0.09529983997344971, "pred": 0.10823266208171844, "loss_l2": 1.871969834610354e-05, "loss_mape": 0.04540014639496803}}, "238": {"train": {"loss_reduced": 0.09974312782287598, "pred": 0.10845226049423218, "loss_l2": 0.00010085007670568302, "loss_mape": 0.10068276524543762}}, "239": {"train": {"loss_reduced": 0.09596765041351318, "pred": 0.10134118795394897, "loss_l2": 0.00015802160487510264, "loss_mape": 0.13098855316638947}}, "240": {"train": {"loss_reduced": 0.10005772113800049, "pred": 0.09453551471233368, "loss_l2": 1.2769668273904244e-06, "loss_mape": 0.011293776333332062}, "valid": {"0": {"loss_reduced": 0.10495340824127197, "pred": 0.09610892087221146, "valid_loss_l2": 7.822495535947382e-05, "valid_loss_mape": 0.08427060395479202}}}, "241": {"train": {"loss_reduced": 0.09528934955596924, "pred": 0.07895125448703766, "loss_l2": 2.305307816641289e-06, "loss_mape": 0.015933826565742493}}, "242": {"train": {"loss_reduced": 0.09543263912200928, "pred": 0.0881756842136383, "loss_l2": 0.00037359684938564897, "loss_mape": 0.20253713428974152}}, "243": {"train": {"loss_reduced": 0.09919321537017822, "pred": 0.10286169499158859, "loss_l2": 0.00012503251491580158, "loss_mape": 0.11272741109132767}}, "244": {"train": {"loss_reduced": 0.09995734691619873, "pred": 0.11415095627307892, "loss_l2": 2.0495506760198623e-05, "loss_mape": 0.04529128223657608}}, "245": {"train": {"loss_reduced": 0.11112916469573975, "pred": 0.12013711035251617, "loss_l2": 7.395270586130209e-06, "loss_mape": 0.024470845237374306}, "valid": {"0": {"loss_reduced": 0.10370266437530518, "pred": 0.12004470080137253, "valid_loss_l2": 0.0002670621615834534, "valid_loss_mape": 0.1575855016708374}}}, "246": {"train": {"loss_reduced": 0.10339593887329102, "pred": 0.10048472881317139, "loss_l2": 0.0003093054110649973, "loss_mape": 0.17009450495243073}}, "247": {"train": {"loss_reduced": 0.10212910175323486, "pred": 0.0894528180360794, "loss_l2": 5.377729394240305e-06, "loss_mape": 0.022706488147377968}}, "248": {"train": {"loss_reduced": 0.0970766544342041, "pred": 0.08662889152765274, "loss_l2": 4.568925578496419e-05, "loss_mape": 0.06962933391332626}}, "249": {"train": {"loss_reduced": 0.09623456001281738, "pred": 0.08662229031324387, "loss_l2": 0.00012533378321677446, "loss_mape": 0.1163330227136612}}, "250": {"train": {"loss_reduced": 0.10236644744873047, "pred": 0.09273183345794678, "loss_l2": 0.000248812633799389, "loss_mape": 0.1540914624929428}, "valid": {"0": {"loss_reduced": 0.09242606163024902, "pred": 0.09354856610298157, "valid_loss_l2": 1.260016347259807e-06, "valid_loss_mape": 0.012144891545176506}}}}