|
{ |
|
"best_metric": 0.9832303618711385, |
|
"best_model_checkpoint": "wav2vec2-base-ft-keyword-spotting/checkpoint-1597", |
|
"epoch": 4.996869129618034, |
|
"eval_steps": 500, |
|
"global_step": 1995, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.5e-06, |
|
"loss": 2.4941, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 3e-06, |
|
"loss": 2.4759, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 4.5e-06, |
|
"loss": 2.4215, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 6e-06, |
|
"loss": 2.3219, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 7.5e-06, |
|
"loss": 2.1799, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 9e-06, |
|
"loss": 2.0087, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 1.05e-05, |
|
"loss": 1.8646, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 1.2e-05, |
|
"loss": 1.7391, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 1.3500000000000001e-05, |
|
"loss": 1.6466, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 1.5e-05, |
|
"loss": 1.6398, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 1.65e-05, |
|
"loss": 1.519, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.8e-05, |
|
"loss": 1.5813, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 1.95e-05, |
|
"loss": 1.4891, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 2.1e-05, |
|
"loss": 1.5947, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 2.25e-05, |
|
"loss": 1.542, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 2.4e-05, |
|
"loss": 1.4833, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 2.55e-05, |
|
"loss": 1.431, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 2.7000000000000002e-05, |
|
"loss": 1.353, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 2.8499999999999998e-05, |
|
"loss": 1.265, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 3e-05, |
|
"loss": 1.2248, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 2.9832869080779945e-05, |
|
"loss": 1.0998, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 2.9665738161559886e-05, |
|
"loss": 1.1259, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 2.9498607242339834e-05, |
|
"loss": 1.0713, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 2.933147632311978e-05, |
|
"loss": 1.0161, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 2.916434540389972e-05, |
|
"loss": 0.9614, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 2.8997214484679665e-05, |
|
"loss": 0.8767, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 2.8830083565459613e-05, |
|
"loss": 0.8643, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 2.8662952646239554e-05, |
|
"loss": 0.8183, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 2.84958217270195e-05, |
|
"loss": 0.7784, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 0.75, |
|
"learning_rate": 2.8328690807799443e-05, |
|
"loss": 0.6894, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 2.8161559888579388e-05, |
|
"loss": 0.6612, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 2.7994428969359332e-05, |
|
"loss": 0.6353, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 2.7827298050139277e-05, |
|
"loss": 0.6632, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 2.7660167130919218e-05, |
|
"loss": 0.5824, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"learning_rate": 2.7493036211699166e-05, |
|
"loss": 0.5914, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 2.732590529247911e-05, |
|
"loss": 0.5481, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 2.7158774373259055e-05, |
|
"loss": 0.5055, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 2.6991643454038996e-05, |
|
"loss": 0.5035, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 2.6824512534818944e-05, |
|
"loss": 0.4547, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9710208884966166, |
|
"eval_loss": 0.33722183108329773, |
|
"eval_runtime": 13.726, |
|
"eval_samples_per_second": 495.265, |
|
"eval_steps_per_second": 15.518, |
|
"step": 399 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 2.665738161559889e-05, |
|
"loss": 0.4363, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 2.649025069637883e-05, |
|
"loss": 0.4134, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 2.6323119777158774e-05, |
|
"loss": 0.4144, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 2.6155988857938722e-05, |
|
"loss": 0.4239, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 2.5988857938718663e-05, |
|
"loss": 0.3925, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 2.5821727019498608e-05, |
|
"loss": 0.3468, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 2.5654596100278553e-05, |
|
"loss": 0.3417, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 2.5487465181058497e-05, |
|
"loss": 0.3667, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 2.532033426183844e-05, |
|
"loss": 0.361, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 2.5153203342618386e-05, |
|
"loss": 0.3563, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 2.4986072423398327e-05, |
|
"loss": 0.3567, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 2.4818941504178275e-05, |
|
"loss": 0.336, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"learning_rate": 2.465181058495822e-05, |
|
"loss": 0.3095, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 2.448467966573816e-05, |
|
"loss": 0.3213, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"learning_rate": 2.4317548746518106e-05, |
|
"loss": 0.281, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 1.38, |
|
"learning_rate": 2.415041782729805e-05, |
|
"loss": 0.2936, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 2.3983286908077995e-05, |
|
"loss": 0.2731, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 1.43, |
|
"learning_rate": 2.381615598885794e-05, |
|
"loss": 0.255, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 2.3649025069637884e-05, |
|
"loss": 0.2892, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 2.3481894150417825e-05, |
|
"loss": 0.258, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 2.3314763231197773e-05, |
|
"loss": 0.2621, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 2.3147632311977718e-05, |
|
"loss": 0.2533, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 2.298050139275766e-05, |
|
"loss": 0.2595, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 2.2813370473537603e-05, |
|
"loss": 0.2685, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 2.264623955431755e-05, |
|
"loss": 0.2603, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 2.2479108635097492e-05, |
|
"loss": 0.286, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 2.2311977715877437e-05, |
|
"loss": 0.2588, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 2.214484679665738e-05, |
|
"loss": 0.2327, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 2.1977715877437326e-05, |
|
"loss": 0.2604, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 2.181058495821727e-05, |
|
"loss": 0.2328, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 2.1643454038997215e-05, |
|
"loss": 0.2207, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 2.147632311977716e-05, |
|
"loss": 0.2125, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 2.1309192200557104e-05, |
|
"loss": 0.2212, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 2.114206128133705e-05, |
|
"loss": 0.1926, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 2.0974930362116993e-05, |
|
"loss": 0.2338, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 2.0807799442896935e-05, |
|
"loss": 0.2278, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 2.0640668523676883e-05, |
|
"loss": 0.2128, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 2.0473537604456827e-05, |
|
"loss": 0.2214, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 2.0306406685236768e-05, |
|
"loss": 0.199, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 2.0139275766016713e-05, |
|
"loss": 0.2625, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9779346866725508, |
|
"eval_loss": 0.11822522431612015, |
|
"eval_runtime": 13.9175, |
|
"eval_samples_per_second": 488.448, |
|
"eval_steps_per_second": 15.304, |
|
"step": 798 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.997214484679666e-05, |
|
"loss": 0.1903, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 1.9805013927576602e-05, |
|
"loss": 0.1891, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 1.9637883008356546e-05, |
|
"loss": 0.2066, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 1.947075208913649e-05, |
|
"loss": 0.1839, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 1.9303621169916436e-05, |
|
"loss": 0.1799, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 1.9153203342618386e-05, |
|
"loss": 0.2192, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 1.898607242339833e-05, |
|
"loss": 0.2021, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 1.8818941504178272e-05, |
|
"loss": 0.2315, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 1.8651810584958216e-05, |
|
"loss": 0.2357, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 1.8484679665738164e-05, |
|
"loss": 0.1723, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"learning_rate": 1.8317548746518105e-05, |
|
"loss": 0.2169, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 1.815041782729805e-05, |
|
"loss": 0.1875, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 1.7983286908077995e-05, |
|
"loss": 0.1807, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 1.781615598885794e-05, |
|
"loss": 0.1777, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"learning_rate": 1.7649025069637884e-05, |
|
"loss": 0.187, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 1.7481894150417828e-05, |
|
"loss": 0.1855, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 1.731476323119777e-05, |
|
"loss": 0.1486, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"learning_rate": 1.7147632311977717e-05, |
|
"loss": 0.1879, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 1.6980501392757662e-05, |
|
"loss": 0.1662, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"learning_rate": 1.6813370473537606e-05, |
|
"loss": 0.1908, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 1.6646239554317548e-05, |
|
"loss": 0.1785, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 1.6479108635097496e-05, |
|
"loss": 0.1643, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 1.631197771587744e-05, |
|
"loss": 0.1606, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 1.614484679665738e-05, |
|
"loss": 0.1504, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"learning_rate": 1.5977715877437326e-05, |
|
"loss": 0.1806, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"learning_rate": 1.581058495821727e-05, |
|
"loss": 0.1574, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 1.5643454038997215e-05, |
|
"loss": 0.1769, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 1.547632311977716e-05, |
|
"loss": 0.1853, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 1.5309192200557104e-05, |
|
"loss": 0.1916, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 1.5142061281337047e-05, |
|
"loss": 0.1796, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 1.4974930362116992e-05, |
|
"loss": 0.172, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 1.4807799442896936e-05, |
|
"loss": 0.1934, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 1.464066852367688e-05, |
|
"loss": 0.1946, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"learning_rate": 1.4473537604456825e-05, |
|
"loss": 0.159, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"learning_rate": 1.4306406685236768e-05, |
|
"loss": 0.1769, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 1.4139275766016714e-05, |
|
"loss": 0.1501, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 1.3972144846796657e-05, |
|
"loss": 0.1731, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"learning_rate": 1.3805013927576602e-05, |
|
"loss": 0.1645, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"learning_rate": 1.3637883008356546e-05, |
|
"loss": 0.1756, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"learning_rate": 1.3470752089136491e-05, |
|
"loss": 0.1575, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.978670197116799, |
|
"eval_loss": 0.09626787155866623, |
|
"eval_runtime": 13.6857, |
|
"eval_samples_per_second": 496.721, |
|
"eval_steps_per_second": 15.564, |
|
"step": 1197 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 1.3303621169916434e-05, |
|
"loss": 0.1462, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 1.313649025069638e-05, |
|
"loss": 0.1298, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 1.2969359331476323e-05, |
|
"loss": 0.1755, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 1.2802228412256267e-05, |
|
"loss": 0.1677, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"learning_rate": 1.2635097493036212e-05, |
|
"loss": 0.1487, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 1.2467966573816157e-05, |
|
"loss": 0.1359, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 1.2300835654596101e-05, |
|
"loss": 0.1499, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 1.2133704735376046e-05, |
|
"loss": 0.1593, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 3.21, |
|
"learning_rate": 1.1966573816155989e-05, |
|
"loss": 0.1632, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 1.1799442896935935e-05, |
|
"loss": 0.1769, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 1.1632311977715878e-05, |
|
"loss": 0.159, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 3.28, |
|
"learning_rate": 1.1465181058495822e-05, |
|
"loss": 0.1489, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 1.1298050139275767e-05, |
|
"loss": 0.1684, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 1.1130919220055711e-05, |
|
"loss": 0.1515, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 1.0963788300835654e-05, |
|
"loss": 0.1421, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"learning_rate": 1.0796657381615599e-05, |
|
"loss": 0.143, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 3.41, |
|
"learning_rate": 1.0629526462395543e-05, |
|
"loss": 0.1674, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 3.43, |
|
"learning_rate": 1.0462395543175486e-05, |
|
"loss": 0.1255, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 1.0295264623955432e-05, |
|
"loss": 0.1431, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 1.0128133704735375e-05, |
|
"loss": 0.1066, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 3.51, |
|
"learning_rate": 9.961002785515322e-06, |
|
"loss": 0.1471, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 3.53, |
|
"learning_rate": 9.793871866295264e-06, |
|
"loss": 0.1384, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 3.56, |
|
"learning_rate": 9.626740947075209e-06, |
|
"loss": 0.1366, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 3.58, |
|
"learning_rate": 9.459610027855154e-06, |
|
"loss": 0.1433, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 3.61, |
|
"learning_rate": 9.292479108635098e-06, |
|
"loss": 0.1387, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 3.63, |
|
"learning_rate": 9.125348189415041e-06, |
|
"loss": 0.1336, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 3.66, |
|
"learning_rate": 8.958217270194987e-06, |
|
"loss": 0.1277, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 8.79108635097493e-06, |
|
"loss": 0.1762, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 3.71, |
|
"learning_rate": 8.623955431754875e-06, |
|
"loss": 0.1493, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 3.73, |
|
"learning_rate": 8.45682451253482e-06, |
|
"loss": 0.1595, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 3.76, |
|
"learning_rate": 8.289693593314764e-06, |
|
"loss": 0.154, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.78, |
|
"learning_rate": 8.122562674094707e-06, |
|
"loss": 0.1023, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 3.81, |
|
"learning_rate": 7.955431754874653e-06, |
|
"loss": 0.1103, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 3.83, |
|
"learning_rate": 7.788300835654596e-06, |
|
"loss": 0.1822, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 3.86, |
|
"learning_rate": 7.621169916434541e-06, |
|
"loss": 0.1238, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 3.88, |
|
"learning_rate": 7.454038997214485e-06, |
|
"loss": 0.1626, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 3.91, |
|
"learning_rate": 7.2869080779944286e-06, |
|
"loss": 0.1534, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 3.93, |
|
"learning_rate": 7.119777158774373e-06, |
|
"loss": 0.1365, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 3.96, |
|
"learning_rate": 6.952646239554318e-06, |
|
"loss": 0.1453, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 3.98, |
|
"learning_rate": 6.785515320334261e-06, |
|
"loss": 0.1314, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9832303618711385, |
|
"eval_loss": 0.0826701819896698, |
|
"eval_runtime": 14.003, |
|
"eval_samples_per_second": 485.468, |
|
"eval_steps_per_second": 15.211, |
|
"step": 1597 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 6.618384401114206e-06, |
|
"loss": 0.154, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 4.03, |
|
"learning_rate": 6.4512534818941505e-06, |
|
"loss": 0.1425, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 4.06, |
|
"learning_rate": 6.284122562674095e-06, |
|
"loss": 0.1525, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 4.08, |
|
"learning_rate": 6.116991643454039e-06, |
|
"loss": 0.1148, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 4.11, |
|
"learning_rate": 5.949860724233983e-06, |
|
"loss": 0.1506, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 4.13, |
|
"learning_rate": 5.782729805013928e-06, |
|
"loss": 0.1339, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 4.16, |
|
"learning_rate": 5.615598885793872e-06, |
|
"loss": 0.1111, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 4.18, |
|
"learning_rate": 5.448467966573816e-06, |
|
"loss": 0.1158, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 4.21, |
|
"learning_rate": 5.281337047353761e-06, |
|
"loss": 0.1257, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 4.23, |
|
"learning_rate": 5.114206128133705e-06, |
|
"loss": 0.1553, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 4.26, |
|
"learning_rate": 4.947075208913649e-06, |
|
"loss": 0.1289, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 4.28, |
|
"learning_rate": 4.7799442896935936e-06, |
|
"loss": 0.1269, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 4.31, |
|
"learning_rate": 4.612813370473538e-06, |
|
"loss": 0.1514, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 4.33, |
|
"learning_rate": 4.445682451253482e-06, |
|
"loss": 0.1262, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 4.36, |
|
"learning_rate": 4.278551532033426e-06, |
|
"loss": 0.1363, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 4.38, |
|
"learning_rate": 4.111420612813371e-06, |
|
"loss": 0.1131, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 4.41, |
|
"learning_rate": 3.944289693593315e-06, |
|
"loss": 0.116, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 4.43, |
|
"learning_rate": 3.7771587743732592e-06, |
|
"loss": 0.1216, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 4.46, |
|
"learning_rate": 3.6100278551532034e-06, |
|
"loss": 0.1246, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 4.48, |
|
"learning_rate": 3.4428969359331475e-06, |
|
"loss": 0.1313, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 4.51, |
|
"learning_rate": 3.275766016713092e-06, |
|
"loss": 0.136, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 4.53, |
|
"learning_rate": 3.108635097493036e-06, |
|
"loss": 0.1494, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 4.56, |
|
"learning_rate": 2.9415041782729803e-06, |
|
"loss": 0.1381, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 4.58, |
|
"learning_rate": 2.774373259052925e-06, |
|
"loss": 0.1621, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 4.61, |
|
"learning_rate": 2.607242339832869e-06, |
|
"loss": 0.1307, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 4.63, |
|
"learning_rate": 2.4401114206128136e-06, |
|
"loss": 0.1164, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 4.66, |
|
"learning_rate": 2.2729805013927577e-06, |
|
"loss": 0.128, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 4.68, |
|
"learning_rate": 2.1058495821727023e-06, |
|
"loss": 0.1226, |
|
"step": 1870 |
|
}, |
|
{ |
|
"epoch": 4.71, |
|
"learning_rate": 1.9387186629526464e-06, |
|
"loss": 0.1234, |
|
"step": 1880 |
|
}, |
|
{ |
|
"epoch": 4.73, |
|
"learning_rate": 1.7715877437325906e-06, |
|
"loss": 0.1666, |
|
"step": 1890 |
|
}, |
|
{ |
|
"epoch": 4.76, |
|
"learning_rate": 1.604456824512535e-06, |
|
"loss": 0.1072, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 4.78, |
|
"learning_rate": 1.437325905292479e-06, |
|
"loss": 0.1151, |
|
"step": 1910 |
|
}, |
|
{ |
|
"epoch": 4.81, |
|
"learning_rate": 1.2701949860724234e-06, |
|
"loss": 0.1556, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 4.83, |
|
"learning_rate": 1.1030640668523677e-06, |
|
"loss": 0.1222, |
|
"step": 1930 |
|
}, |
|
{ |
|
"epoch": 4.86, |
|
"learning_rate": 9.35933147632312e-07, |
|
"loss": 0.1251, |
|
"step": 1940 |
|
}, |
|
{ |
|
"epoch": 4.88, |
|
"learning_rate": 7.688022284122563e-07, |
|
"loss": 0.1262, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 4.91, |
|
"learning_rate": 6.016713091922006e-07, |
|
"loss": 0.1096, |
|
"step": 1960 |
|
}, |
|
{ |
|
"epoch": 4.93, |
|
"learning_rate": 4.3454038997214486e-07, |
|
"loss": 0.1115, |
|
"step": 1970 |
|
}, |
|
{ |
|
"epoch": 4.96, |
|
"learning_rate": 2.6740947075208915e-07, |
|
"loss": 0.1065, |
|
"step": 1980 |
|
}, |
|
{ |
|
"epoch": 4.98, |
|
"learning_rate": 1.0027855153203343e-07, |
|
"loss": 0.1307, |
|
"step": 1990 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9830832597822889, |
|
"eval_loss": 0.07888180762529373, |
|
"eval_runtime": 13.938, |
|
"eval_samples_per_second": 487.73, |
|
"eval_steps_per_second": 15.282, |
|
"step": 1995 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 1995, |
|
"total_flos": 2.3180194781952e+18, |
|
"train_loss": 0.39961676239071037, |
|
"train_runtime": 1167.3183, |
|
"train_samples_per_second": 218.852, |
|
"train_steps_per_second": 1.709 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 1995, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"total_flos": 2.3180194781952e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|