| { | |
| "best_metric": 1.0, | |
| "best_model_checkpoint": "videomae-base-finetuned-basketball-subset-v2/checkpoint-404", | |
| "epoch": 4.009803921568627, | |
| "global_step": 816, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 6.0975609756097564e-06, | |
| "loss": 0.6571, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 1.2195121951219513e-05, | |
| "loss": 0.6573, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 1.8292682926829268e-05, | |
| "loss": 0.7806, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 2.4390243902439026e-05, | |
| "loss": 0.8591, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 3.048780487804878e-05, | |
| "loss": 0.6489, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 3.6585365853658535e-05, | |
| "loss": 0.7533, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 4.26829268292683e-05, | |
| "loss": 0.576, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 4.878048780487805e-05, | |
| "loss": 1.0713, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 4.945504087193461e-05, | |
| "loss": 0.4372, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 4.877384196185286e-05, | |
| "loss": 0.5813, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 4.809264305177112e-05, | |
| "loss": 1.1109, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 4.741144414168938e-05, | |
| "loss": 1.4496, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 4.673024523160763e-05, | |
| "loss": 0.6032, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 4.604904632152589e-05, | |
| "loss": 2.0923, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 4.5367847411444145e-05, | |
| "loss": 1.4158, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 4.46866485013624e-05, | |
| "loss": 1.5632, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 4.400544959128066e-05, | |
| "loss": 1.1707, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 4.332425068119891e-05, | |
| "loss": 0.4736, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 4.264305177111717e-05, | |
| "loss": 2.0593, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "learning_rate": 4.196185286103542e-05, | |
| "loss": 1.7747, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "eval_accuracy": 0.5, | |
| "eval_loss": 2.5059080123901367, | |
| "eval_runtime": 0.4908, | |
| "eval_samples_per_second": 4.075, | |
| "eval_steps_per_second": 4.075, | |
| "step": 202 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 4.128065395095368e-05, | |
| "loss": 0.706, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 4.0599455040871935e-05, | |
| "loss": 1.2504, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 3.9918256130790195e-05, | |
| "loss": 1.8594, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 3.923705722070845e-05, | |
| "loss": 0.8968, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 3.85558583106267e-05, | |
| "loss": 0.739, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 3.787465940054496e-05, | |
| "loss": 1.2789, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 3.719346049046322e-05, | |
| "loss": 0.8226, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 3.651226158038147e-05, | |
| "loss": 0.9322, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 3.583106267029973e-05, | |
| "loss": 0.4803, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 3.5149863760217985e-05, | |
| "loss": 0.4243, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 3.446866485013624e-05, | |
| "loss": 0.0077, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 3.37874659400545e-05, | |
| "loss": 0.5999, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 3.310626702997276e-05, | |
| "loss": 1.2867, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 3.242506811989101e-05, | |
| "loss": 2.3124, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 3.174386920980927e-05, | |
| "loss": 0.9884, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 3.106267029972752e-05, | |
| "loss": 0.2988, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.21, | |
| "learning_rate": 3.038147138964578e-05, | |
| "loss": 0.9146, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 2.9700272479564035e-05, | |
| "loss": 1.9739, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 2.901907356948229e-05, | |
| "loss": 0.7482, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.24, | |
| "learning_rate": 2.8337874659400547e-05, | |
| "loss": 0.0199, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "eval_accuracy": 1.0, | |
| "eval_loss": 0.008221009746193886, | |
| "eval_runtime": 0.4787, | |
| "eval_samples_per_second": 4.178, | |
| "eval_steps_per_second": 4.178, | |
| "step": 404 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 2.76566757493188e-05, | |
| "loss": 1.4992, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 2.6975476839237056e-05, | |
| "loss": 0.085, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 2.6294277929155313e-05, | |
| "loss": 1.2553, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 2.5613079019073572e-05, | |
| "loss": 0.5826, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 2.4931880108991825e-05, | |
| "loss": 1.4869, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 2.425068119891008e-05, | |
| "loss": 0.5711, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 2.356948228882834e-05, | |
| "loss": 0.0089, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 2.2888283378746594e-05, | |
| "loss": 0.5027, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 2.220708446866485e-05, | |
| "loss": 0.4668, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 2.1525885558583106e-05, | |
| "loss": 0.4391, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 2.0844686648501363e-05, | |
| "loss": 0.8851, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 2.016348773841962e-05, | |
| "loss": 0.3284, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 1.9482288828337875e-05, | |
| "loss": 0.5255, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 1.880108991825613e-05, | |
| "loss": 1.0862, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 1.8119891008174387e-05, | |
| "loss": 1.5676, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 1.7438692098092644e-05, | |
| "loss": 1.2709, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 1.67574931880109e-05, | |
| "loss": 0.4326, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 1.6076294277929156e-05, | |
| "loss": 0.0092, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 2.23, | |
| "learning_rate": 1.5395095367847412e-05, | |
| "loss": 0.7223, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 1.4713896457765669e-05, | |
| "loss": 0.4094, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "eval_accuracy": 1.0, | |
| "eval_loss": 0.03134175017476082, | |
| "eval_runtime": 0.4687, | |
| "eval_samples_per_second": 4.267, | |
| "eval_steps_per_second": 4.267, | |
| "step": 606 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 1.4032697547683923e-05, | |
| "loss": 0.2763, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 3.02, | |
| "learning_rate": 1.3351498637602181e-05, | |
| "loss": 0.8591, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 1.2670299727520437e-05, | |
| "loss": 0.0039, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 1.1989100817438692e-05, | |
| "loss": 0.0026, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 1.130790190735695e-05, | |
| "loss": 0.0036, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 1.0626702997275204e-05, | |
| "loss": 0.0025, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 9.94550408719346e-06, | |
| "loss": 1.1266, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 9.264305177111717e-06, | |
| "loss": 0.497, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 8.583106267029973e-06, | |
| "loss": 0.0028, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 7.90190735694823e-06, | |
| "loss": 0.901, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 7.220708446866485e-06, | |
| "loss": 0.2089, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 6.539509536784741e-06, | |
| "loss": 1.0508, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 5.858310626702997e-06, | |
| "loss": 0.004, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 5.1771117166212534e-06, | |
| "loss": 0.4922, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 4.49591280653951e-06, | |
| "loss": 0.3897, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 3.814713896457766e-06, | |
| "loss": 0.003, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 3.1335149863760217e-06, | |
| "loss": 0.0027, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 2.452316076294278e-06, | |
| "loss": 0.0159, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 1.7711171662125342e-06, | |
| "loss": 0.429, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 1.0899182561307902e-06, | |
| "loss": 0.2331, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 3.25, | |
| "eval_accuracy": 0.5, | |
| "eval_loss": 2.790487051010132, | |
| "eval_runtime": 0.4807, | |
| "eval_samples_per_second": 4.161, | |
| "eval_steps_per_second": 4.161, | |
| "step": 808 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 4.087193460490463e-07, | |
| "loss": 0.0021, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 4.01, | |
| "eval_accuracy": 0.5, | |
| "eval_loss": 2.7916269302368164, | |
| "eval_runtime": 0.9748, | |
| "eval_samples_per_second": 2.052, | |
| "eval_steps_per_second": 2.052, | |
| "step": 816 | |
| }, | |
| { | |
| "epoch": 4.01, | |
| "step": 816, | |
| "total_flos": 1.0167887050089431e+18, | |
| "train_loss": 0.734293045413306, | |
| "train_runtime": 501.5751, | |
| "train_samples_per_second": 1.627, | |
| "train_steps_per_second": 1.627 | |
| }, | |
| { | |
| "epoch": 4.01, | |
| "eval_accuracy": 1.0, | |
| "eval_loss": 0.008221009746193886, | |
| "eval_runtime": 0.5089, | |
| "eval_samples_per_second": 3.93, | |
| "eval_steps_per_second": 3.93, | |
| "step": 816 | |
| }, | |
| { | |
| "epoch": 4.01, | |
| "eval_accuracy": 1.0, | |
| "eval_loss": 0.008221009746193886, | |
| "eval_runtime": 0.5785, | |
| "eval_samples_per_second": 3.457, | |
| "eval_steps_per_second": 3.457, | |
| "step": 816 | |
| } | |
| ], | |
| "max_steps": 816, | |
| "num_train_epochs": 9223372036854775807, | |
| "total_flos": 1.0167887050089431e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |