| { | |
| "best_metric": 0.9829361576934392, | |
| "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": 2.4939, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 3e-06, | |
| "loss": 2.4762, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 4.5e-06, | |
| "loss": 2.4226, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 6e-06, | |
| "loss": 2.322, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 7.5e-06, | |
| "loss": 2.1806, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 9e-06, | |
| "loss": 2.0107, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 1.05e-05, | |
| "loss": 1.8691, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 1.2e-05, | |
| "loss": 1.7434, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 1.3500000000000001e-05, | |
| "loss": 1.6497, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 1.5e-05, | |
| "loss": 1.6416, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 1.65e-05, | |
| "loss": 1.52, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 1.8e-05, | |
| "loss": 1.5813, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 1.95e-05, | |
| "loss": 1.4893, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 2.1e-05, | |
| "loss": 1.594, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 2.25e-05, | |
| "loss": 1.5434, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 2.4e-05, | |
| "loss": 1.4868, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 2.55e-05, | |
| "loss": 1.3926, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 2.7000000000000002e-05, | |
| "loss": 1.3492, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 2.8499999999999998e-05, | |
| "loss": 1.2536, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 3e-05, | |
| "loss": 1.2456, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 2.9832869080779945e-05, | |
| "loss": 1.1437, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 2.9665738161559886e-05, | |
| "loss": 1.1692, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 2.9498607242339834e-05, | |
| "loss": 1.1575, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 2.933147632311978e-05, | |
| "loss": 1.0985, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 2.916434540389972e-05, | |
| "loss": 1.0565, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 2.8997214484679665e-05, | |
| "loss": 0.9797, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 2.8830083565459613e-05, | |
| "loss": 0.9175, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 2.8662952646239554e-05, | |
| "loss": 0.8988, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 2.84958217270195e-05, | |
| "loss": 0.8694, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 2.8328690807799443e-05, | |
| "loss": 0.7473, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 2.8161559888579388e-05, | |
| "loss": 0.7191, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 2.7994428969359332e-05, | |
| "loss": 0.7142, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 2.7827298050139277e-05, | |
| "loss": 0.7007, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 2.7660167130919218e-05, | |
| "loss": 0.6297, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 2.7493036211699166e-05, | |
| "loss": 0.6271, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 2.732590529247911e-05, | |
| "loss": 0.5516, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 2.7158774373259055e-05, | |
| "loss": 0.525, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 2.6991643454038996e-05, | |
| "loss": 0.5147, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "learning_rate": 2.6824512534818944e-05, | |
| "loss": 0.5081, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9698440717858193, | |
| "eval_loss": 0.35871246457099915, | |
| "eval_runtime": 19.3256, | |
| "eval_samples_per_second": 351.762, | |
| "eval_steps_per_second": 11.022, | |
| "step": 399 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 2.665738161559889e-05, | |
| "loss": 0.4688, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 2.649025069637883e-05, | |
| "loss": 0.4354, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 2.6323119777158774e-05, | |
| "loss": 0.4267, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 2.6155988857938722e-05, | |
| "loss": 0.4308, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 2.5988857938718663e-05, | |
| "loss": 0.4093, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 2.5821727019498608e-05, | |
| "loss": 0.3717, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 2.5654596100278553e-05, | |
| "loss": 0.3411, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 2.5487465181058497e-05, | |
| "loss": 0.3823, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 2.532033426183844e-05, | |
| "loss": 0.3608, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 2.5153203342618386e-05, | |
| "loss": 0.3792, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 2.4986072423398327e-05, | |
| "loss": 0.367, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 2.4818941504178275e-05, | |
| "loss": 0.3646, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 2.465181058495822e-05, | |
| "loss": 0.3003, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 2.448467966573816e-05, | |
| "loss": 0.3407, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 2.4317548746518106e-05, | |
| "loss": 0.2939, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 2.415041782729805e-05, | |
| "loss": 0.2918, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 2.4e-05, | |
| "loss": 0.2943, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 2.3832869080779945e-05, | |
| "loss": 0.2768, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 2.366573816155989e-05, | |
| "loss": 0.2802, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 2.349860724233983e-05, | |
| "loss": 0.2864, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 2.333147632311978e-05, | |
| "loss": 0.2738, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.53, | |
| "learning_rate": 2.3164345403899723e-05, | |
| "loss": 0.2484, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 2.2997214484679665e-05, | |
| "loss": 0.2667, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 2.283008356545961e-05, | |
| "loss": 0.3017, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 2.2662952646239557e-05, | |
| "loss": 0.271, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 2.2495821727019498e-05, | |
| "loss": 0.2935, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 2.2328690807799443e-05, | |
| "loss": 0.285, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 2.2161559888579387e-05, | |
| "loss": 0.2175, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 2.1994428969359335e-05, | |
| "loss": 0.2697, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 2.1827298050139276e-05, | |
| "loss": 0.2332, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 2.166016713091922e-05, | |
| "loss": 0.2103, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 2.1493036211699166e-05, | |
| "loss": 0.2389, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 2.1325905292479107e-05, | |
| "loss": 0.2182, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 2.1158774373259055e-05, | |
| "loss": 0.2088, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 2.0991643454039e-05, | |
| "loss": 0.243, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 2.082451253481894e-05, | |
| "loss": 0.2239, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 2.0657381615598885e-05, | |
| "loss": 0.2222, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 2.0490250696378833e-05, | |
| "loss": 0.2214, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 2.0323119777158774e-05, | |
| "loss": 0.2155, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 2.015598885793872e-05, | |
| "loss": 0.2772, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9763165636952045, | |
| "eval_loss": 0.1272597759962082, | |
| "eval_runtime": 17.7299, | |
| "eval_samples_per_second": 383.421, | |
| "eval_steps_per_second": 12.014, | |
| "step": 798 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "learning_rate": 1.9988857938718663e-05, | |
| "loss": 0.1837, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 1.9821727019498608e-05, | |
| "loss": 0.1996, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 1.9654596100278552e-05, | |
| "loss": 0.2053, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 1.9487465181058497e-05, | |
| "loss": 0.1892, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 1.9320334261838438e-05, | |
| "loss": 0.1855, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 1.9153203342618386e-05, | |
| "loss": 0.2191, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 1.898607242339833e-05, | |
| "loss": 0.1896, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 1.8818941504178272e-05, | |
| "loss": 0.2308, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 1.8651810584958216e-05, | |
| "loss": 0.2218, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 1.8484679665738164e-05, | |
| "loss": 0.1648, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.8317548746518105e-05, | |
| "loss": 0.2131, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 1.815041782729805e-05, | |
| "loss": 0.2011, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 1.7983286908077995e-05, | |
| "loss": 0.1777, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 1.781615598885794e-05, | |
| "loss": 0.178, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 1.7649025069637884e-05, | |
| "loss": 0.1858, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 1.7481894150417828e-05, | |
| "loss": 0.1731, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 1.731476323119777e-05, | |
| "loss": 0.1767, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 1.7147632311977717e-05, | |
| "loss": 0.1869, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 1.6980501392757662e-05, | |
| "loss": 0.1699, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 1.6813370473537606e-05, | |
| "loss": 0.2083, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 1.6646239554317548e-05, | |
| "loss": 0.1632, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 1.6479108635097496e-05, | |
| "loss": 0.1882, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 2.55, | |
| "learning_rate": 1.631197771587744e-05, | |
| "loss": 0.1753, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 1.614484679665738e-05, | |
| "loss": 0.1602, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 1.5977715877437326e-05, | |
| "loss": 0.1866, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 1.581058495821727e-05, | |
| "loss": 0.1622, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 1.5643454038997215e-05, | |
| "loss": 0.1629, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 1.547632311977716e-05, | |
| "loss": 0.1843, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 1.5309192200557104e-05, | |
| "loss": 0.1928, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 1.5142061281337047e-05, | |
| "loss": 0.1841, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 1.4974930362116992e-05, | |
| "loss": 0.1654, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 1.4807799442896936e-05, | |
| "loss": 0.188, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 1.464066852367688e-05, | |
| "loss": 0.2003, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 1.4473537604456825e-05, | |
| "loss": 0.178, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 1.4306406685236768e-05, | |
| "loss": 0.1813, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 1.4139275766016714e-05, | |
| "loss": 0.1671, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 1.3972144846796657e-05, | |
| "loss": 0.1904, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 1.3805013927576602e-05, | |
| "loss": 0.1784, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "learning_rate": 1.3637883008356546e-05, | |
| "loss": 0.1639, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 1.3470752089136491e-05, | |
| "loss": 0.1748, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.979552809649897, | |
| "eval_loss": 0.09568680077791214, | |
| "eval_runtime": 18.3829, | |
| "eval_samples_per_second": 369.8, | |
| "eval_steps_per_second": 11.587, | |
| "step": 1197 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 1.3303621169916434e-05, | |
| "loss": 0.1436, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 1.313649025069638e-05, | |
| "loss": 0.1458, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 1.2969359331476323e-05, | |
| "loss": 0.1778, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 1.2802228412256267e-05, | |
| "loss": 0.1729, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 1.2635097493036212e-05, | |
| "loss": 0.1567, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 1.2467966573816157e-05, | |
| "loss": 0.1472, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 1.2300835654596101e-05, | |
| "loss": 0.1501, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 1.2133704735376046e-05, | |
| "loss": 0.1529, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 1.1966573816155989e-05, | |
| "loss": 0.1633, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 1.1799442896935935e-05, | |
| "loss": 0.1778, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 1.1632311977715878e-05, | |
| "loss": 0.1565, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 3.28, | |
| "learning_rate": 1.1465181058495822e-05, | |
| "loss": 0.1449, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 1.1298050139275767e-05, | |
| "loss": 0.1884, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 1.1130919220055711e-05, | |
| "loss": 0.1446, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 1.0963788300835654e-05, | |
| "loss": 0.1494, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 1.0796657381615599e-05, | |
| "loss": 0.1445, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 1.0629526462395543e-05, | |
| "loss": 0.1491, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 3.43, | |
| "learning_rate": 1.0462395543175486e-05, | |
| "loss": 0.1377, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 3.46, | |
| "learning_rate": 1.0295264623955432e-05, | |
| "loss": 0.1393, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 1.0128133704735375e-05, | |
| "loss": 0.1154, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 9.961002785515322e-06, | |
| "loss": 0.1452, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 9.793871866295264e-06, | |
| "loss": 0.1418, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 9.626740947075209e-06, | |
| "loss": 0.1456, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 9.459610027855154e-06, | |
| "loss": 0.149, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 9.292479108635098e-06, | |
| "loss": 0.1527, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 9.125348189415041e-06, | |
| "loss": 0.125, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 8.958217270194987e-06, | |
| "loss": 0.1321, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 8.79108635097493e-06, | |
| "loss": 0.1805, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 8.623955431754875e-06, | |
| "loss": 0.1541, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 8.45682451253482e-06, | |
| "loss": 0.1542, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 8.289693593314764e-06, | |
| "loss": 0.1689, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 3.78, | |
| "learning_rate": 8.122562674094707e-06, | |
| "loss": 0.1158, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 7.955431754874653e-06, | |
| "loss": 0.1145, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 7.788300835654596e-06, | |
| "loss": 0.1888, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 7.621169916434541e-06, | |
| "loss": 0.1355, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 7.454038997214485e-06, | |
| "loss": 0.1408, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 7.2869080779944286e-06, | |
| "loss": 0.1437, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 7.119777158774373e-06, | |
| "loss": 0.1488, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 6.952646239554318e-06, | |
| "loss": 0.1477, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 3.98, | |
| "learning_rate": 6.785515320334261e-06, | |
| "loss": 0.1407, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9829361576934392, | |
| "eval_loss": 0.08038637787103653, | |
| "eval_runtime": 18.0734, | |
| "eval_samples_per_second": 376.132, | |
| "eval_steps_per_second": 11.785, | |
| "step": 1597 | |
| }, | |
| { | |
| "epoch": 4.01, | |
| "learning_rate": 6.618384401114206e-06, | |
| "loss": 0.1419, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 6.4512534818941505e-06, | |
| "loss": 0.1602, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 4.06, | |
| "learning_rate": 6.284122562674095e-06, | |
| "loss": 0.1505, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "learning_rate": 6.116991643454039e-06, | |
| "loss": 0.1077, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 4.11, | |
| "learning_rate": 5.949860724233983e-06, | |
| "loss": 0.1564, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 4.13, | |
| "learning_rate": 5.782729805013928e-06, | |
| "loss": 0.1433, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 5.615598885793872e-06, | |
| "loss": 0.1152, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 5.448467966573816e-06, | |
| "loss": 0.1139, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 5.281337047353761e-06, | |
| "loss": 0.1384, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 5.114206128133705e-06, | |
| "loss": 0.1549, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 4.947075208913649e-06, | |
| "loss": 0.1326, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 4.7799442896935936e-06, | |
| "loss": 0.1324, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 4.31, | |
| "learning_rate": 4.612813370473538e-06, | |
| "loss": 0.1424, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 4.33, | |
| "learning_rate": 4.445682451253482e-06, | |
| "loss": 0.1238, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 4.278551532033426e-06, | |
| "loss": 0.1398, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 4.38, | |
| "learning_rate": 4.111420612813371e-06, | |
| "loss": 0.1159, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 3.944289693593315e-06, | |
| "loss": 0.1213, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 3.7771587743732592e-06, | |
| "loss": 0.1387, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 3.6100278551532034e-06, | |
| "loss": 0.1461, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 4.48, | |
| "learning_rate": 3.4428969359331475e-06, | |
| "loss": 0.1243, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 3.275766016713092e-06, | |
| "loss": 0.1305, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 4.53, | |
| "learning_rate": 3.108635097493036e-06, | |
| "loss": 0.1272, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 2.9415041782729803e-06, | |
| "loss": 0.1401, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 4.58, | |
| "learning_rate": 2.774373259052925e-06, | |
| "loss": 0.1612, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "learning_rate": 2.607242339832869e-06, | |
| "loss": 0.1221, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 2.4401114206128136e-06, | |
| "loss": 0.1211, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 4.66, | |
| "learning_rate": 2.2729805013927577e-06, | |
| "loss": 0.1233, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 2.1058495821727023e-06, | |
| "loss": 0.1223, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 4.71, | |
| "learning_rate": 1.9387186629526464e-06, | |
| "loss": 0.127, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 1.7715877437325906e-06, | |
| "loss": 0.171, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 1.604456824512535e-06, | |
| "loss": 0.1099, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 1.437325905292479e-06, | |
| "loss": 0.1252, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 1.2701949860724234e-06, | |
| "loss": 0.1675, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 1.1030640668523677e-06, | |
| "loss": 0.1228, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 4.86, | |
| "learning_rate": 9.35933147632312e-07, | |
| "loss": 0.1306, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 7.688022284122563e-07, | |
| "loss": 0.121, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "learning_rate": 6.016713091922006e-07, | |
| "loss": 0.0972, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 4.3454038997214486e-07, | |
| "loss": 0.1075, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 2.6740947075208915e-07, | |
| "loss": 0.1143, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 1.0027855153203343e-07, | |
| "loss": 0.1233, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9824948514268903, | |
| "eval_loss": 0.07738985121250153, | |
| "eval_runtime": 19.5896, | |
| "eval_samples_per_second": 347.021, | |
| "eval_steps_per_second": 10.873, | |
| "step": 1995 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "step": 1995, | |
| "total_flos": 2.3180194781952e+18, | |
| "train_loss": 0.4087144828978039, | |
| "train_runtime": 1430.6569, | |
| "train_samples_per_second": 178.568, | |
| "train_steps_per_second": 1.394 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 1995, | |
| "num_train_epochs": 5, | |
| "save_steps": 500, | |
| "total_flos": 2.3180194781952e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |