| { | |
| "best_metric": 0.9925, | |
| "best_model_checkpoint": "./BeiT/checkpoint-3058", | |
| "epoch": 22.0, | |
| "eval_steps": 500, | |
| "global_step": 3058, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 4.796163069544365e-07, | |
| "loss": 1.3973, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 9.59232613908873e-07, | |
| "loss": 1.3593, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 1.4388489208633094e-06, | |
| "loss": 1.2572, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 1.918465227817746e-06, | |
| "loss": 1.1821, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 2.3980815347721824e-06, | |
| "loss": 1.0659, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 2.877697841726619e-06, | |
| "loss": 0.926, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 3.3573141486810557e-06, | |
| "loss": 0.8208, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 3.836930455635492e-06, | |
| "loss": 0.7399, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 4.316546762589928e-06, | |
| "loss": 0.7633, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 4.796163069544365e-06, | |
| "loss": 0.7109, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 5.275779376498802e-06, | |
| "loss": 0.6965, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 5.755395683453238e-06, | |
| "loss": 0.6409, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 6.2350119904076745e-06, | |
| "loss": 0.6413, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.74, | |
| "eval_loss": 0.6694741249084473, | |
| "eval_runtime": 7.2563, | |
| "eval_samples_per_second": 55.124, | |
| "eval_steps_per_second": 3.445, | |
| "step": 139 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 6.714628297362111e-06, | |
| "loss": 0.6174, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 7.194244604316547e-06, | |
| "loss": 0.5881, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 7.673860911270984e-06, | |
| "loss": 0.5689, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 8.153477218225421e-06, | |
| "loss": 0.5596, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 8.633093525179856e-06, | |
| "loss": 0.5571, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 9.112709832134293e-06, | |
| "loss": 0.4756, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 9.59232613908873e-06, | |
| "loss": 0.4701, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 1.0071942446043167e-05, | |
| "loss": 0.4945, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 1.0551558752997603e-05, | |
| "loss": 0.4683, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 1.103117505995204e-05, | |
| "loss": 0.4497, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 1.1510791366906475e-05, | |
| "loss": 0.4282, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 1.1990407673860914e-05, | |
| "loss": 0.3876, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 1.2470023980815349e-05, | |
| "loss": 0.3782, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 1.2949640287769784e-05, | |
| "loss": 0.391, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8575, | |
| "eval_loss": 0.37282153964042664, | |
| "eval_runtime": 6.8753, | |
| "eval_samples_per_second": 58.18, | |
| "eval_steps_per_second": 3.636, | |
| "step": 278 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 1.3429256594724223e-05, | |
| "loss": 0.3699, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 1.3908872901678658e-05, | |
| "loss": 0.3421, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 1.4388489208633095e-05, | |
| "loss": 0.3257, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 1.4868105515587531e-05, | |
| "loss": 0.2969, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 1.534772182254197e-05, | |
| "loss": 0.2498, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 1.5827338129496403e-05, | |
| "loss": 0.2428, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 1.6306954436450842e-05, | |
| "loss": 0.2272, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 2.52, | |
| "learning_rate": 1.6786570743405277e-05, | |
| "loss": 0.267, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 1.7266187050359712e-05, | |
| "loss": 0.2261, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 1.774580335731415e-05, | |
| "loss": 0.2052, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 1.8225419664268586e-05, | |
| "loss": 0.236, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 1.870503597122302e-05, | |
| "loss": 0.2256, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 1.918465227817746e-05, | |
| "loss": 0.1794, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 1.9664268585131895e-05, | |
| "loss": 0.2041, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9075, | |
| "eval_loss": 0.2558615207672119, | |
| "eval_runtime": 6.9006, | |
| "eval_samples_per_second": 57.966, | |
| "eval_steps_per_second": 3.623, | |
| "step": 417 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 1.9984012789768187e-05, | |
| "loss": 0.2144, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 1.993072208899547e-05, | |
| "loss": 0.2121, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 3.17, | |
| "learning_rate": 1.9877431388222757e-05, | |
| "loss": 0.1434, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 1.982414068745004e-05, | |
| "loss": 0.1592, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 1.9770849986677328e-05, | |
| "loss": 0.1343, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 1.971755928590461e-05, | |
| "loss": 0.1119, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 1.9664268585131895e-05, | |
| "loss": 0.0998, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 1.961097788435918e-05, | |
| "loss": 0.1291, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 1.955768718358647e-05, | |
| "loss": 0.105, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 1.950439648281375e-05, | |
| "loss": 0.0977, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 1.9451105782041035e-05, | |
| "loss": 0.0733, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 1.9397815081268322e-05, | |
| "loss": 0.0885, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 1.9344524380495602e-05, | |
| "loss": 0.1262, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 1.929123367972289e-05, | |
| "loss": 0.1423, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.94, | |
| "eval_loss": 0.18216529488563538, | |
| "eval_runtime": 7.2699, | |
| "eval_samples_per_second": 55.022, | |
| "eval_steps_per_second": 3.439, | |
| "step": 556 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 1.9237942978950176e-05, | |
| "loss": 0.1161, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 1.918465227817746e-05, | |
| "loss": 0.0915, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 1.9131361577404743e-05, | |
| "loss": 0.0604, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 4.24, | |
| "learning_rate": 1.907807087663203e-05, | |
| "loss": 0.0902, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 1.9024780175859313e-05, | |
| "loss": 0.0442, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 4.39, | |
| "learning_rate": 1.89714894750866e-05, | |
| "loss": 0.046, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 1.8918198774313884e-05, | |
| "loss": 0.0934, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 4.53, | |
| "learning_rate": 1.8864908073541167e-05, | |
| "loss": 0.0748, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 1.8811617372768454e-05, | |
| "loss": 0.0561, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 1.8758326671995738e-05, | |
| "loss": 0.0618, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 1.870503597122302e-05, | |
| "loss": 0.0415, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 4.82, | |
| "learning_rate": 1.8651745270450308e-05, | |
| "loss": 0.073, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 1.8598454569677595e-05, | |
| "loss": 0.0632, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 1.8545163868904878e-05, | |
| "loss": 0.0568, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.975, | |
| "eval_loss": 0.06315237283706665, | |
| "eval_runtime": 7.0385, | |
| "eval_samples_per_second": 56.83, | |
| "eval_steps_per_second": 3.552, | |
| "step": 695 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 1.8491873168132162e-05, | |
| "loss": 0.0407, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 1.843858246735945e-05, | |
| "loss": 0.0445, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 5.18, | |
| "learning_rate": 1.8385291766586732e-05, | |
| "loss": 0.029, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "learning_rate": 1.833200106581402e-05, | |
| "loss": 0.031, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 5.32, | |
| "learning_rate": 1.8278710365041302e-05, | |
| "loss": 0.0548, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "learning_rate": 1.8225419664268586e-05, | |
| "loss": 0.0242, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 5.47, | |
| "learning_rate": 1.8172128963495873e-05, | |
| "loss": 0.0266, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 5.54, | |
| "learning_rate": 1.8118838262723156e-05, | |
| "loss": 0.0263, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 1.806554756195044e-05, | |
| "loss": 0.0468, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 5.68, | |
| "learning_rate": 1.8012256861177727e-05, | |
| "loss": 0.0375, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 5.76, | |
| "learning_rate": 1.795896616040501e-05, | |
| "loss": 0.0203, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "learning_rate": 1.7905675459632294e-05, | |
| "loss": 0.0131, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 1.785238475885958e-05, | |
| "loss": 0.0722, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 5.97, | |
| "learning_rate": 1.7799094058086864e-05, | |
| "loss": 0.059, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9625, | |
| "eval_loss": 0.1519964635372162, | |
| "eval_runtime": 7.1264, | |
| "eval_samples_per_second": 56.129, | |
| "eval_steps_per_second": 3.508, | |
| "step": 834 | |
| }, | |
| { | |
| "epoch": 6.04, | |
| "learning_rate": 1.774580335731415e-05, | |
| "loss": 0.0351, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "learning_rate": 1.7692512656541434e-05, | |
| "loss": 0.0197, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 1.763922195576872e-05, | |
| "loss": 0.0217, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 6.26, | |
| "learning_rate": 1.7585931254996005e-05, | |
| "loss": 0.0217, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 1.753264055422329e-05, | |
| "loss": 0.02, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "learning_rate": 1.7479349853450575e-05, | |
| "loss": 0.0236, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "learning_rate": 1.742605915267786e-05, | |
| "loss": 0.0118, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "learning_rate": 1.7372768451905145e-05, | |
| "loss": 0.0266, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 6.62, | |
| "learning_rate": 1.731947775113243e-05, | |
| "loss": 0.0183, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 6.69, | |
| "learning_rate": 1.7266187050359712e-05, | |
| "loss": 0.0454, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 6.76, | |
| "learning_rate": 1.7212896349587e-05, | |
| "loss": 0.0166, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 6.83, | |
| "learning_rate": 1.7159605648814283e-05, | |
| "loss": 0.0099, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "learning_rate": 1.710631494804157e-05, | |
| "loss": 0.0106, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "learning_rate": 1.7053024247268853e-05, | |
| "loss": 0.0396, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.98, | |
| "eval_loss": 0.09595155715942383, | |
| "eval_runtime": 6.9691, | |
| "eval_samples_per_second": 57.396, | |
| "eval_steps_per_second": 3.587, | |
| "step": 973 | |
| }, | |
| { | |
| "epoch": 7.05, | |
| "learning_rate": 1.6999733546496136e-05, | |
| "loss": 0.0152, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 1.6946442845723423e-05, | |
| "loss": 0.0171, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 7.19, | |
| "learning_rate": 1.689315214495071e-05, | |
| "loss": 0.0058, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 7.27, | |
| "learning_rate": 1.683986144417799e-05, | |
| "loss": 0.0287, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 7.34, | |
| "learning_rate": 1.6786570743405277e-05, | |
| "loss": 0.0342, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 7.41, | |
| "learning_rate": 1.6733280042632564e-05, | |
| "loss": 0.0331, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 7.48, | |
| "learning_rate": 1.6679989341859847e-05, | |
| "loss": 0.0153, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 7.55, | |
| "learning_rate": 1.662669864108713e-05, | |
| "loss": 0.0444, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 7.63, | |
| "learning_rate": 1.6573407940314418e-05, | |
| "loss": 0.009, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "learning_rate": 1.65201172395417e-05, | |
| "loss": 0.012, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 7.77, | |
| "learning_rate": 1.6466826538768985e-05, | |
| "loss": 0.0158, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 7.84, | |
| "learning_rate": 1.641353583799627e-05, | |
| "loss": 0.0328, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 1.6360245137223555e-05, | |
| "loss": 0.0159, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "learning_rate": 1.6306954436450842e-05, | |
| "loss": 0.0076, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.98, | |
| "eval_loss": 0.07062595337629318, | |
| "eval_runtime": 6.9534, | |
| "eval_samples_per_second": 57.526, | |
| "eval_steps_per_second": 3.595, | |
| "step": 1112 | |
| }, | |
| { | |
| "epoch": 8.06, | |
| "learning_rate": 1.6253663735678125e-05, | |
| "loss": 0.0208, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 8.13, | |
| "learning_rate": 1.620037303490541e-05, | |
| "loss": 0.0138, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 1.6147082334132696e-05, | |
| "loss": 0.0404, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 8.27, | |
| "learning_rate": 1.609379163335998e-05, | |
| "loss": 0.0395, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 8.35, | |
| "learning_rate": 1.6040500932587263e-05, | |
| "loss": 0.0044, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 8.42, | |
| "learning_rate": 1.598721023181455e-05, | |
| "loss": 0.0055, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 8.49, | |
| "learning_rate": 1.5933919531041836e-05, | |
| "loss": 0.017, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 8.56, | |
| "learning_rate": 1.588062883026912e-05, | |
| "loss": 0.0405, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 8.63, | |
| "learning_rate": 1.5827338129496403e-05, | |
| "loss": 0.0405, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 8.71, | |
| "learning_rate": 1.577404742872369e-05, | |
| "loss": 0.0289, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 8.78, | |
| "learning_rate": 1.5720756727950974e-05, | |
| "loss": 0.0217, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 8.85, | |
| "learning_rate": 1.566746602717826e-05, | |
| "loss": 0.0319, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 8.92, | |
| "learning_rate": 1.5614175326405544e-05, | |
| "loss": 0.0176, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 8.99, | |
| "learning_rate": 1.5560884625632828e-05, | |
| "loss": 0.0316, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9775, | |
| "eval_loss": 0.1436285525560379, | |
| "eval_runtime": 6.9746, | |
| "eval_samples_per_second": 57.351, | |
| "eval_steps_per_second": 3.584, | |
| "step": 1251 | |
| }, | |
| { | |
| "epoch": 9.06, | |
| "learning_rate": 1.5507593924860114e-05, | |
| "loss": 0.0269, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 9.14, | |
| "learning_rate": 1.5454303224087398e-05, | |
| "loss": 0.016, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 9.21, | |
| "learning_rate": 1.540101252331468e-05, | |
| "loss": 0.0046, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 9.28, | |
| "learning_rate": 1.534772182254197e-05, | |
| "loss": 0.0437, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 9.35, | |
| "learning_rate": 1.5294431121769252e-05, | |
| "loss": 0.0109, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 9.42, | |
| "learning_rate": 1.5241140420996537e-05, | |
| "loss": 0.011, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 9.5, | |
| "learning_rate": 1.5187849720223822e-05, | |
| "loss": 0.0045, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 9.57, | |
| "learning_rate": 1.5134559019451107e-05, | |
| "loss": 0.0157, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 9.64, | |
| "learning_rate": 1.5081268318678392e-05, | |
| "loss": 0.0077, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 9.71, | |
| "learning_rate": 1.5027977617905676e-05, | |
| "loss": 0.0638, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 9.78, | |
| "learning_rate": 1.4974686917132961e-05, | |
| "loss": 0.0166, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 9.86, | |
| "learning_rate": 1.4921396216360246e-05, | |
| "loss": 0.0189, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 9.93, | |
| "learning_rate": 1.4868105515587531e-05, | |
| "loss": 0.0171, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "learning_rate": 1.4814814814814815e-05, | |
| "loss": 0.0306, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_accuracy": 0.9075, | |
| "eval_loss": 0.604502260684967, | |
| "eval_runtime": 6.8184, | |
| "eval_samples_per_second": 58.664, | |
| "eval_steps_per_second": 3.667, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 10.07, | |
| "learning_rate": 1.47615241140421e-05, | |
| "loss": 0.0172, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 10.14, | |
| "learning_rate": 1.4708233413269385e-05, | |
| "loss": 0.0334, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 10.22, | |
| "learning_rate": 1.4654942712496672e-05, | |
| "loss": 0.0366, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 10.29, | |
| "learning_rate": 1.4601652011723954e-05, | |
| "loss": 0.0109, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 10.36, | |
| "learning_rate": 1.454836131095124e-05, | |
| "loss": 0.032, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 10.43, | |
| "learning_rate": 1.4495070610178526e-05, | |
| "loss": 0.0078, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 10.5, | |
| "learning_rate": 1.4441779909405811e-05, | |
| "loss": 0.024, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 10.58, | |
| "learning_rate": 1.4388489208633095e-05, | |
| "loss": 0.0126, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 10.65, | |
| "learning_rate": 1.433519850786038e-05, | |
| "loss": 0.0014, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 10.72, | |
| "learning_rate": 1.4281907807087665e-05, | |
| "loss": 0.0308, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 10.79, | |
| "learning_rate": 1.422861710631495e-05, | |
| "loss": 0.023, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 10.86, | |
| "learning_rate": 1.4175326405542234e-05, | |
| "loss": 0.0044, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 10.94, | |
| "learning_rate": 1.4122035704769519e-05, | |
| "loss": 0.0093, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_accuracy": 0.99, | |
| "eval_loss": 0.09465105831623077, | |
| "eval_runtime": 7.036, | |
| "eval_samples_per_second": 56.85, | |
| "eval_steps_per_second": 3.553, | |
| "step": 1529 | |
| }, | |
| { | |
| "epoch": 11.01, | |
| "learning_rate": 1.4068745003996804e-05, | |
| "loss": 0.0059, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 11.08, | |
| "learning_rate": 1.4015454303224087e-05, | |
| "loss": 0.0108, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 11.15, | |
| "learning_rate": 1.3962163602451373e-05, | |
| "loss": 0.0021, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 11.22, | |
| "learning_rate": 1.3908872901678658e-05, | |
| "loss": 0.0233, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 11.29, | |
| "learning_rate": 1.3855582200905943e-05, | |
| "loss": 0.0138, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 11.37, | |
| "learning_rate": 1.3802291500133226e-05, | |
| "loss": 0.0021, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 11.44, | |
| "learning_rate": 1.3749000799360512e-05, | |
| "loss": 0.0431, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 11.51, | |
| "learning_rate": 1.3695710098587799e-05, | |
| "loss": 0.0433, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 11.58, | |
| "learning_rate": 1.3642419397815084e-05, | |
| "loss": 0.0074, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 11.65, | |
| "learning_rate": 1.3589128697042367e-05, | |
| "loss": 0.0163, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 11.73, | |
| "learning_rate": 1.3535837996269652e-05, | |
| "loss": 0.0118, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 11.8, | |
| "learning_rate": 1.3482547295496938e-05, | |
| "loss": 0.0139, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 11.87, | |
| "learning_rate": 1.3429256594724223e-05, | |
| "loss": 0.0021, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 11.94, | |
| "learning_rate": 1.3375965893951506e-05, | |
| "loss": 0.0268, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_accuracy": 0.98, | |
| "eval_loss": 0.18784460425376892, | |
| "eval_runtime": 6.9369, | |
| "eval_samples_per_second": 57.662, | |
| "eval_steps_per_second": 3.604, | |
| "step": 1668 | |
| }, | |
| { | |
| "epoch": 12.01, | |
| "learning_rate": 1.3322675193178791e-05, | |
| "loss": 0.0057, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 12.09, | |
| "learning_rate": 1.3269384492406077e-05, | |
| "loss": 0.0175, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 12.16, | |
| "learning_rate": 1.3216093791633362e-05, | |
| "loss": 0.0159, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 12.23, | |
| "learning_rate": 1.3162803090860645e-05, | |
| "loss": 0.0209, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 12.3, | |
| "learning_rate": 1.310951239008793e-05, | |
| "loss": 0.0383, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 12.37, | |
| "learning_rate": 1.3056221689315216e-05, | |
| "loss": 0.0291, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 12.45, | |
| "learning_rate": 1.30029309885425e-05, | |
| "loss": 0.0002, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 12.52, | |
| "learning_rate": 1.2949640287769784e-05, | |
| "loss": 0.0009, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 12.59, | |
| "learning_rate": 1.289634958699707e-05, | |
| "loss": 0.004, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 12.66, | |
| "learning_rate": 1.2843058886224356e-05, | |
| "loss": 0.003, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 12.73, | |
| "learning_rate": 1.2789768185451638e-05, | |
| "loss": 0.0116, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 12.81, | |
| "learning_rate": 1.2736477484678925e-05, | |
| "loss": 0.04, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 12.88, | |
| "learning_rate": 1.268318678390621e-05, | |
| "loss": 0.0225, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 12.95, | |
| "learning_rate": 1.2629896083133495e-05, | |
| "loss": 0.0037, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_accuracy": 0.9825, | |
| "eval_loss": 0.11539778858423233, | |
| "eval_runtime": 6.9266, | |
| "eval_samples_per_second": 57.749, | |
| "eval_steps_per_second": 3.609, | |
| "step": 1807 | |
| }, | |
| { | |
| "epoch": 13.02, | |
| "learning_rate": 1.2576605382360779e-05, | |
| "loss": 0.0465, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 13.09, | |
| "learning_rate": 1.2523314681588064e-05, | |
| "loss": 0.0189, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 13.17, | |
| "learning_rate": 1.2470023980815349e-05, | |
| "loss": 0.0393, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 13.24, | |
| "learning_rate": 1.2416733280042634e-05, | |
| "loss": 0.0043, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 13.31, | |
| "learning_rate": 1.2363442579269918e-05, | |
| "loss": 0.0283, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 13.38, | |
| "learning_rate": 1.2310151878497203e-05, | |
| "loss": 0.0546, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 13.45, | |
| "learning_rate": 1.2256861177724488e-05, | |
| "loss": 0.0078, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 13.53, | |
| "learning_rate": 1.2203570476951773e-05, | |
| "loss": 0.0057, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 13.6, | |
| "learning_rate": 1.2150279776179057e-05, | |
| "loss": 0.002, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 13.67, | |
| "learning_rate": 1.2096989075406342e-05, | |
| "loss": 0.0221, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 13.74, | |
| "learning_rate": 1.2043698374633627e-05, | |
| "loss": 0.0107, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 13.81, | |
| "learning_rate": 1.1990407673860914e-05, | |
| "loss": 0.0088, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 13.88, | |
| "learning_rate": 1.1937116973088196e-05, | |
| "loss": 0.0363, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 13.96, | |
| "learning_rate": 1.1883826272315483e-05, | |
| "loss": 0.0005, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 14.0, | |
| "eval_accuracy": 0.9875, | |
| "eval_loss": 0.13052797317504883, | |
| "eval_runtime": 7.0568, | |
| "eval_samples_per_second": 56.683, | |
| "eval_steps_per_second": 3.543, | |
| "step": 1946 | |
| }, | |
| { | |
| "epoch": 14.03, | |
| "learning_rate": 1.1830535571542768e-05, | |
| "loss": 0.0045, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 14.1, | |
| "learning_rate": 1.1777244870770053e-05, | |
| "loss": 0.0345, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 14.17, | |
| "learning_rate": 1.1723954169997336e-05, | |
| "loss": 0.0001, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 14.24, | |
| "learning_rate": 1.1670663469224622e-05, | |
| "loss": 0.0215, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 14.32, | |
| "learning_rate": 1.1617372768451907e-05, | |
| "loss": 0.0264, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 14.39, | |
| "learning_rate": 1.156408206767919e-05, | |
| "loss": 0.0002, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 14.46, | |
| "learning_rate": 1.1510791366906475e-05, | |
| "loss": 0.0017, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 14.53, | |
| "learning_rate": 1.145750066613376e-05, | |
| "loss": 0.01, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 14.6, | |
| "learning_rate": 1.1404209965361046e-05, | |
| "loss": 0.0, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 14.68, | |
| "learning_rate": 1.135091926458833e-05, | |
| "loss": 0.0333, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 14.75, | |
| "learning_rate": 1.1297628563815614e-05, | |
| "loss": 0.0002, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 14.82, | |
| "learning_rate": 1.12443378630429e-05, | |
| "loss": 0.0147, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 14.89, | |
| "learning_rate": 1.1191047162270185e-05, | |
| "loss": 0.0652, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 14.96, | |
| "learning_rate": 1.1137756461497468e-05, | |
| "loss": 0.0232, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 15.0, | |
| "eval_accuracy": 0.9825, | |
| "eval_loss": 0.1760598123073578, | |
| "eval_runtime": 6.7923, | |
| "eval_samples_per_second": 58.89, | |
| "eval_steps_per_second": 3.681, | |
| "step": 2085 | |
| }, | |
| { | |
| "epoch": 15.04, | |
| "learning_rate": 1.1084465760724753e-05, | |
| "loss": 0.0012, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 15.11, | |
| "learning_rate": 1.103117505995204e-05, | |
| "loss": 0.0, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 15.18, | |
| "learning_rate": 1.0977884359179325e-05, | |
| "loss": 0.0399, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 15.25, | |
| "learning_rate": 1.0924593658406609e-05, | |
| "loss": 0.0176, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 15.32, | |
| "learning_rate": 1.0871302957633894e-05, | |
| "loss": 0.0102, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 15.4, | |
| "learning_rate": 1.081801225686118e-05, | |
| "loss": 0.0043, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 15.47, | |
| "learning_rate": 1.0764721556088464e-05, | |
| "loss": 0.0036, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 15.54, | |
| "learning_rate": 1.0711430855315748e-05, | |
| "loss": 0.0034, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 15.61, | |
| "learning_rate": 1.0658140154543033e-05, | |
| "loss": 0.0045, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 15.68, | |
| "learning_rate": 1.0604849453770318e-05, | |
| "loss": 0.0002, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 15.76, | |
| "learning_rate": 1.0551558752997603e-05, | |
| "loss": 0.0264, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 15.83, | |
| "learning_rate": 1.0498268052224887e-05, | |
| "loss": 0.0149, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 15.9, | |
| "learning_rate": 1.0444977351452172e-05, | |
| "loss": 0.0015, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 15.97, | |
| "learning_rate": 1.0391686650679457e-05, | |
| "loss": 0.0048, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 16.0, | |
| "eval_accuracy": 0.98, | |
| "eval_loss": 0.28786617517471313, | |
| "eval_runtime": 7.1065, | |
| "eval_samples_per_second": 56.287, | |
| "eval_steps_per_second": 3.518, | |
| "step": 2224 | |
| }, | |
| { | |
| "epoch": 16.04, | |
| "learning_rate": 1.0338395949906742e-05, | |
| "loss": 0.0, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 16.12, | |
| "learning_rate": 1.0285105249134026e-05, | |
| "loss": 0.0135, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 16.19, | |
| "learning_rate": 1.0231814548361311e-05, | |
| "loss": 0.0054, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 16.26, | |
| "learning_rate": 1.0178523847588598e-05, | |
| "loss": 0.0005, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 16.33, | |
| "learning_rate": 1.012523314681588e-05, | |
| "loss": 0.0045, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 16.4, | |
| "learning_rate": 1.0071942446043167e-05, | |
| "loss": 0.0101, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 16.47, | |
| "learning_rate": 1.0018651745270452e-05, | |
| "loss": 0.0241, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 16.55, | |
| "learning_rate": 9.965361044497735e-06, | |
| "loss": 0.0035, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 16.62, | |
| "learning_rate": 9.91207034372502e-06, | |
| "loss": 0.0315, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 16.69, | |
| "learning_rate": 9.858779642952306e-06, | |
| "loss": 0.0049, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 16.76, | |
| "learning_rate": 9.80548894217959e-06, | |
| "loss": 0.0, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 16.83, | |
| "learning_rate": 9.752198241406874e-06, | |
| "loss": 0.0378, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 16.91, | |
| "learning_rate": 9.698907540634161e-06, | |
| "loss": 0.0, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 16.98, | |
| "learning_rate": 9.645616839861445e-06, | |
| "loss": 0.0, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 17.0, | |
| "eval_accuracy": 0.985, | |
| "eval_loss": 0.20865210890769958, | |
| "eval_runtime": 6.9281, | |
| "eval_samples_per_second": 57.736, | |
| "eval_steps_per_second": 3.608, | |
| "step": 2363 | |
| }, | |
| { | |
| "epoch": 17.05, | |
| "learning_rate": 9.59232613908873e-06, | |
| "loss": 0.0168, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 17.12, | |
| "learning_rate": 9.539035438316015e-06, | |
| "loss": 0.0048, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 17.19, | |
| "learning_rate": 9.4857447375433e-06, | |
| "loss": 0.0071, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 17.27, | |
| "learning_rate": 9.432454036770584e-06, | |
| "loss": 0.0, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 17.34, | |
| "learning_rate": 9.379163335997869e-06, | |
| "loss": 0.0, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 17.41, | |
| "learning_rate": 9.325872635225154e-06, | |
| "loss": 0.0, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 17.48, | |
| "learning_rate": 9.272581934452439e-06, | |
| "loss": 0.0, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 17.55, | |
| "learning_rate": 9.219291233679724e-06, | |
| "loss": 0.0061, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 17.63, | |
| "learning_rate": 9.16600053290701e-06, | |
| "loss": 0.0108, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 17.7, | |
| "learning_rate": 9.112709832134293e-06, | |
| "loss": 0.014, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 17.77, | |
| "learning_rate": 9.059419131361578e-06, | |
| "loss": 0.003, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 17.84, | |
| "learning_rate": 9.006128430588863e-06, | |
| "loss": 0.0273, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 17.91, | |
| "learning_rate": 8.952837729816147e-06, | |
| "loss": 0.0187, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 17.99, | |
| "learning_rate": 8.899547029043432e-06, | |
| "loss": 0.0055, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 18.0, | |
| "eval_accuracy": 0.985, | |
| "eval_loss": 0.2575609087944031, | |
| "eval_runtime": 7.0331, | |
| "eval_samples_per_second": 56.874, | |
| "eval_steps_per_second": 3.555, | |
| "step": 2502 | |
| }, | |
| { | |
| "epoch": 18.06, | |
| "learning_rate": 8.846256328270717e-06, | |
| "loss": 0.0108, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 18.13, | |
| "learning_rate": 8.792965627498002e-06, | |
| "loss": 0.034, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 18.2, | |
| "learning_rate": 8.739674926725287e-06, | |
| "loss": 0.0001, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 18.27, | |
| "learning_rate": 8.686384225952573e-06, | |
| "loss": 0.0035, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 18.35, | |
| "learning_rate": 8.633093525179856e-06, | |
| "loss": 0.0278, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 18.42, | |
| "learning_rate": 8.579802824407141e-06, | |
| "loss": 0.0025, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 18.49, | |
| "learning_rate": 8.526512123634426e-06, | |
| "loss": 0.0, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 18.56, | |
| "learning_rate": 8.473221422861712e-06, | |
| "loss": 0.0199, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 18.63, | |
| "learning_rate": 8.419930722088995e-06, | |
| "loss": 0.0, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 18.71, | |
| "learning_rate": 8.366640021316282e-06, | |
| "loss": 0.0171, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 18.78, | |
| "learning_rate": 8.313349320543565e-06, | |
| "loss": 0.0, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 18.85, | |
| "learning_rate": 8.26005861977085e-06, | |
| "loss": 0.0189, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 18.92, | |
| "learning_rate": 8.206767918998136e-06, | |
| "loss": 0.0, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 18.99, | |
| "learning_rate": 8.153477218225421e-06, | |
| "loss": 0.0, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 19.0, | |
| "eval_accuracy": 0.985, | |
| "eval_loss": 0.23741036653518677, | |
| "eval_runtime": 6.8944, | |
| "eval_samples_per_second": 58.019, | |
| "eval_steps_per_second": 3.626, | |
| "step": 2641 | |
| }, | |
| { | |
| "epoch": 19.06, | |
| "learning_rate": 8.100186517452704e-06, | |
| "loss": 0.0, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 19.14, | |
| "learning_rate": 8.04689581667999e-06, | |
| "loss": 0.0, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 19.21, | |
| "learning_rate": 7.993605115907275e-06, | |
| "loss": 0.0, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 19.28, | |
| "learning_rate": 7.94031441513456e-06, | |
| "loss": 0.0126, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 19.35, | |
| "learning_rate": 7.887023714361845e-06, | |
| "loss": 0.0208, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 19.42, | |
| "learning_rate": 7.83373301358913e-06, | |
| "loss": 0.0007, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 19.5, | |
| "learning_rate": 7.780442312816414e-06, | |
| "loss": 0.035, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 19.57, | |
| "learning_rate": 7.727151612043699e-06, | |
| "loss": 0.0, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 19.64, | |
| "learning_rate": 7.673860911270984e-06, | |
| "loss": 0.0, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 19.71, | |
| "learning_rate": 7.6205702104982685e-06, | |
| "loss": 0.0, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 19.78, | |
| "learning_rate": 7.567279509725554e-06, | |
| "loss": 0.0225, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 19.86, | |
| "learning_rate": 7.513988808952838e-06, | |
| "loss": 0.0, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 19.93, | |
| "learning_rate": 7.460698108180123e-06, | |
| "loss": 0.0157, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "learning_rate": 7.4074074074074075e-06, | |
| "loss": 0.0034, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "eval_accuracy": 0.99, | |
| "eval_loss": 0.16036586463451385, | |
| "eval_runtime": 6.9057, | |
| "eval_samples_per_second": 57.923, | |
| "eval_steps_per_second": 3.62, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 20.07, | |
| "learning_rate": 7.354116706634693e-06, | |
| "loss": 0.0, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 20.14, | |
| "learning_rate": 7.300826005861977e-06, | |
| "loss": 0.0061, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 20.22, | |
| "learning_rate": 7.247535305089263e-06, | |
| "loss": 0.0, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 20.29, | |
| "learning_rate": 7.194244604316547e-06, | |
| "loss": 0.0, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 20.36, | |
| "learning_rate": 7.1409539035438325e-06, | |
| "loss": 0.0303, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 20.43, | |
| "learning_rate": 7.087663202771117e-06, | |
| "loss": 0.0, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 20.5, | |
| "learning_rate": 7.034372501998402e-06, | |
| "loss": 0.0, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 20.58, | |
| "learning_rate": 6.981081801225686e-06, | |
| "loss": 0.0126, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 20.65, | |
| "learning_rate": 6.9277911004529715e-06, | |
| "loss": 0.0299, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 20.72, | |
| "learning_rate": 6.874500399680256e-06, | |
| "loss": 0.01, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 20.79, | |
| "learning_rate": 6.821209698907542e-06, | |
| "loss": 0.0, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 20.86, | |
| "learning_rate": 6.767918998134826e-06, | |
| "loss": 0.0025, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 20.94, | |
| "learning_rate": 6.714628297362111e-06, | |
| "loss": 0.0303, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_accuracy": 0.9875, | |
| "eval_loss": 0.14314711093902588, | |
| "eval_runtime": 7.0921, | |
| "eval_samples_per_second": 56.401, | |
| "eval_steps_per_second": 3.525, | |
| "step": 2919 | |
| }, | |
| { | |
| "epoch": 21.01, | |
| "learning_rate": 6.661337596589396e-06, | |
| "loss": 0.0203, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 21.08, | |
| "learning_rate": 6.608046895816681e-06, | |
| "loss": 0.0, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 21.15, | |
| "learning_rate": 6.554756195043965e-06, | |
| "loss": 0.0, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 21.22, | |
| "learning_rate": 6.50146549427125e-06, | |
| "loss": 0.0186, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 21.29, | |
| "learning_rate": 6.448174793498535e-06, | |
| "loss": 0.0071, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 21.37, | |
| "learning_rate": 6.394884092725819e-06, | |
| "loss": 0.0005, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 21.44, | |
| "learning_rate": 6.341593391953105e-06, | |
| "loss": 0.0055, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 21.51, | |
| "learning_rate": 6.288302691180389e-06, | |
| "loss": 0.0, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 21.58, | |
| "learning_rate": 6.2350119904076745e-06, | |
| "loss": 0.0331, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 21.65, | |
| "learning_rate": 6.181721289634959e-06, | |
| "loss": 0.0, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 21.73, | |
| "learning_rate": 6.128430588862244e-06, | |
| "loss": 0.002, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 21.8, | |
| "learning_rate": 6.075139888089528e-06, | |
| "loss": 0.0132, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 21.87, | |
| "learning_rate": 6.0218491873168135e-06, | |
| "loss": 0.0, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 21.94, | |
| "learning_rate": 5.968558486544098e-06, | |
| "loss": 0.0, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 22.0, | |
| "eval_accuracy": 0.9925, | |
| "eval_loss": 0.14593777060508728, | |
| "eval_runtime": 6.9363, | |
| "eval_samples_per_second": 57.668, | |
| "eval_steps_per_second": 3.604, | |
| "step": 3058 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 4170, | |
| "num_train_epochs": 30, | |
| "save_steps": 500, | |
| "total_flos": 1.7055354463120835e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |