{ "best_metric": 0.9, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-600", "epoch": 3.25, "global_step": 600, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 8.333333333333334e-06, "loss": 2.3492, "step": 10 }, { "epoch": 0.03, "learning_rate": 1.6666666666666667e-05, "loss": 2.3466, "step": 20 }, { "epoch": 0.05, "learning_rate": 2.5e-05, "loss": 2.3064, "step": 30 }, { "epoch": 0.07, "learning_rate": 3.3333333333333335e-05, "loss": 2.1908, "step": 40 }, { "epoch": 0.08, "learning_rate": 4.166666666666667e-05, "loss": 2.1392, "step": 50 }, { "epoch": 0.1, "learning_rate": 5e-05, "loss": 2.207, "step": 60 }, { "epoch": 0.12, "learning_rate": 4.9074074074074075e-05, "loss": 2.1197, "step": 70 }, { "epoch": 0.13, "learning_rate": 4.814814814814815e-05, "loss": 1.7111, "step": 80 }, { "epoch": 0.15, "learning_rate": 4.722222222222222e-05, "loss": 1.7897, "step": 90 }, { "epoch": 0.17, "learning_rate": 4.62962962962963e-05, "loss": 1.7259, "step": 100 }, { "epoch": 0.18, "learning_rate": 4.5370370370370374e-05, "loss": 1.491, "step": 110 }, { "epoch": 0.2, "learning_rate": 4.4444444444444447e-05, "loss": 1.6251, "step": 120 }, { "epoch": 0.22, "learning_rate": 4.351851851851852e-05, "loss": 1.5884, "step": 130 }, { "epoch": 0.23, "learning_rate": 4.259259259259259e-05, "loss": 1.3184, "step": 140 }, { "epoch": 0.25, "learning_rate": 4.166666666666667e-05, "loss": 1.5351, "step": 150 }, { "epoch": 0.25, "eval_accuracy": 0.5285714285714286, "eval_loss": 1.7103750705718994, "eval_runtime": 20.2519, "eval_samples_per_second": 3.456, "eval_steps_per_second": 1.728, "step": 150 }, { "epoch": 1.02, "learning_rate": 4.074074074074074e-05, "loss": 1.3053, "step": 160 }, { "epoch": 1.03, "learning_rate": 3.981481481481482e-05, "loss": 1.1629, "step": 170 }, { "epoch": 1.05, "learning_rate": 3.888888888888889e-05, "loss": 0.9645, "step": 180 }, { "epoch": 1.07, "learning_rate": 3.7962962962962964e-05, "loss": 0.7846, "step": 190 }, { "epoch": 1.08, "learning_rate": 3.7037037037037037e-05, "loss": 0.9741, "step": 200 }, { "epoch": 1.1, "learning_rate": 3.611111111111111e-05, "loss": 0.6873, "step": 210 }, { "epoch": 1.12, "learning_rate": 3.518518518518519e-05, "loss": 0.9336, "step": 220 }, { "epoch": 1.13, "learning_rate": 3.425925925925926e-05, "loss": 0.8429, "step": 230 }, { "epoch": 1.15, "learning_rate": 3.3333333333333335e-05, "loss": 0.7939, "step": 240 }, { "epoch": 1.17, "learning_rate": 3.240740740740741e-05, "loss": 0.6433, "step": 250 }, { "epoch": 1.18, "learning_rate": 3.148148148148148e-05, "loss": 0.6427, "step": 260 }, { "epoch": 1.2, "learning_rate": 3.055555555555556e-05, "loss": 0.8235, "step": 270 }, { "epoch": 1.22, "learning_rate": 2.962962962962963e-05, "loss": 0.3465, "step": 280 }, { "epoch": 1.23, "learning_rate": 2.8703703703703706e-05, "loss": 0.77, "step": 290 }, { "epoch": 1.25, "learning_rate": 2.777777777777778e-05, "loss": 0.8621, "step": 300 }, { "epoch": 1.25, "eval_accuracy": 0.7428571428571429, "eval_loss": 0.7072036266326904, "eval_runtime": 19.9162, "eval_samples_per_second": 3.515, "eval_steps_per_second": 1.757, "step": 300 }, { "epoch": 2.02, "learning_rate": 2.6851851851851855e-05, "loss": 0.309, "step": 310 }, { "epoch": 2.03, "learning_rate": 2.5925925925925925e-05, "loss": 0.1178, "step": 320 }, { "epoch": 2.05, "learning_rate": 2.5e-05, "loss": 0.3755, "step": 330 }, { "epoch": 2.07, "learning_rate": 2.4074074074074074e-05, "loss": 0.2543, "step": 340 }, { "epoch": 2.08, "learning_rate": 2.314814814814815e-05, "loss": 0.2794, "step": 350 }, { "epoch": 2.1, "learning_rate": 2.2222222222222223e-05, "loss": 0.3993, "step": 360 }, { "epoch": 2.12, "learning_rate": 2.1296296296296296e-05, "loss": 0.1797, "step": 370 }, { "epoch": 2.13, "learning_rate": 2.037037037037037e-05, "loss": 0.2349, "step": 380 }, { "epoch": 2.15, "learning_rate": 1.9444444444444445e-05, "loss": 0.2238, "step": 390 }, { "epoch": 2.17, "learning_rate": 1.8518518518518518e-05, "loss": 0.3756, "step": 400 }, { "epoch": 2.18, "learning_rate": 1.7592592592592595e-05, "loss": 0.1291, "step": 410 }, { "epoch": 2.2, "learning_rate": 1.6666666666666667e-05, "loss": 0.2602, "step": 420 }, { "epoch": 2.22, "learning_rate": 1.574074074074074e-05, "loss": 0.3749, "step": 430 }, { "epoch": 2.23, "learning_rate": 1.4814814814814815e-05, "loss": 0.2041, "step": 440 }, { "epoch": 2.25, "learning_rate": 1.388888888888889e-05, "loss": 0.2002, "step": 450 }, { "epoch": 2.25, "eval_accuracy": 0.8285714285714286, "eval_loss": 0.5905740261077881, "eval_runtime": 19.9694, "eval_samples_per_second": 3.505, "eval_steps_per_second": 1.753, "step": 450 }, { "epoch": 3.02, "learning_rate": 1.2962962962962962e-05, "loss": 0.4304, "step": 460 }, { "epoch": 3.03, "learning_rate": 1.2037037037037037e-05, "loss": 0.1548, "step": 470 }, { "epoch": 3.05, "learning_rate": 1.1111111111111112e-05, "loss": 0.0379, "step": 480 }, { "epoch": 3.07, "learning_rate": 1.0185185185185185e-05, "loss": 0.0551, "step": 490 }, { "epoch": 3.08, "learning_rate": 9.259259259259259e-06, "loss": 0.0582, "step": 500 }, { "epoch": 3.1, "learning_rate": 8.333333333333334e-06, "loss": 0.1102, "step": 510 }, { "epoch": 3.12, "learning_rate": 7.4074074074074075e-06, "loss": 0.1212, "step": 520 }, { "epoch": 3.13, "learning_rate": 6.481481481481481e-06, "loss": 0.136, "step": 530 }, { "epoch": 3.15, "learning_rate": 5.555555555555556e-06, "loss": 0.133, "step": 540 }, { "epoch": 3.17, "learning_rate": 4.6296296296296296e-06, "loss": 0.2359, "step": 550 }, { "epoch": 3.18, "learning_rate": 3.7037037037037037e-06, "loss": 0.2602, "step": 560 }, { "epoch": 3.2, "learning_rate": 2.777777777777778e-06, "loss": 0.1343, "step": 570 }, { "epoch": 3.22, "learning_rate": 1.8518518518518519e-06, "loss": 0.137, "step": 580 }, { "epoch": 3.23, "learning_rate": 9.259259259259259e-07, "loss": 0.2331, "step": 590 }, { "epoch": 3.25, "learning_rate": 0.0, "loss": 0.4786, "step": 600 }, { "epoch": 3.25, "eval_accuracy": 0.9, "eval_loss": 0.285513311624527, "eval_runtime": 19.8769, "eval_samples_per_second": 3.522, "eval_steps_per_second": 1.761, "step": 600 }, { "epoch": 3.25, "step": 600, "total_flos": 1.495384188125184e+18, "train_loss": 0.7935705941418807, "train_runtime": 854.0599, "train_samples_per_second": 1.405, "train_steps_per_second": 0.703 }, { "epoch": 3.25, "eval_accuracy": 0.9096774193548387, "eval_loss": 0.27532899379730225, "eval_runtime": 46.5951, "eval_samples_per_second": 3.327, "eval_steps_per_second": 1.674, "step": 600 }, { "epoch": 3.25, "eval_accuracy": 0.9096774193548387, "eval_loss": 0.27532899379730225, "eval_runtime": 44.6134, "eval_samples_per_second": 3.474, "eval_steps_per_second": 1.748, "step": 600 } ], "max_steps": 600, "num_train_epochs": 9223372036854775807, "total_flos": 1.495384188125184e+18, "trial_name": null, "trial_params": null }