{ "best_metric": 0.8475336322869955, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-390", "epoch": 2.3282051282051284, "eval_steps": 500, "global_step": 390, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02564102564102564, "grad_norm": 9.303430557250977, "learning_rate": 6.41025641025641e-07, "loss": 0.191, "step": 10 }, { "epoch": 0.05128205128205128, "grad_norm": 17.580381393432617, "learning_rate": 1.282051282051282e-06, "loss": 0.1535, "step": 20 }, { "epoch": 0.07692307692307693, "grad_norm": 3.0345261096954346, "learning_rate": 1.9230769230769234e-06, "loss": 0.1446, "step": 30 }, { "epoch": 0.10256410256410256, "grad_norm": 5.7094550132751465, "learning_rate": 2.564102564102564e-06, "loss": 0.1564, "step": 40 }, { "epoch": 0.1282051282051282, "grad_norm": 1.9542657136917114, "learning_rate": 3.205128205128206e-06, "loss": 0.1486, "step": 50 }, { "epoch": 0.15384615384615385, "grad_norm": 8.122542381286621, "learning_rate": 3.846153846153847e-06, "loss": 0.1577, "step": 60 }, { "epoch": 0.1794871794871795, "grad_norm": 9.375791549682617, "learning_rate": 4.487179487179488e-06, "loss": 0.1942, "step": 70 }, { "epoch": 0.20512820512820512, "grad_norm": 11.179394721984863, "learning_rate": 4.967948717948718e-06, "loss": 0.2429, "step": 80 }, { "epoch": 0.23076923076923078, "grad_norm": 11.36959457397461, "learning_rate": 4.807692307692308e-06, "loss": 0.1481, "step": 90 }, { "epoch": 0.2564102564102564, "grad_norm": 1.9242831468582153, "learning_rate": 4.647435897435898e-06, "loss": 0.1894, "step": 100 }, { "epoch": 0.28205128205128205, "grad_norm": 3.764237642288208, "learning_rate": 4.487179487179488e-06, "loss": 0.1557, "step": 110 }, { "epoch": 0.3076923076923077, "grad_norm": 2.1338346004486084, "learning_rate": 4.326923076923077e-06, "loss": 0.1373, "step": 120 }, { "epoch": 0.3333333333333333, "grad_norm": 1.327778935432434, "learning_rate": 4.166666666666667e-06, "loss": 0.1658, "step": 130 }, { "epoch": 0.33589743589743587, "eval_accuracy": 0.8251121076233184, "eval_loss": 0.5804738998413086, "eval_runtime": 56.2864, "eval_samples_per_second": 3.962, "eval_steps_per_second": 0.497, "step": 131 }, { "epoch": 1.023076923076923, "grad_norm": 0.7002243399620056, "learning_rate": 4.006410256410257e-06, "loss": 0.1178, "step": 140 }, { "epoch": 1.0487179487179488, "grad_norm": 1.249237298965454, "learning_rate": 3.846153846153847e-06, "loss": 0.1735, "step": 150 }, { "epoch": 1.0743589743589743, "grad_norm": 8.169507026672363, "learning_rate": 3.6858974358974363e-06, "loss": 0.1527, "step": 160 }, { "epoch": 1.1, "grad_norm": 4.84148645401001, "learning_rate": 3.5256410256410263e-06, "loss": 0.1313, "step": 170 }, { "epoch": 1.1256410256410256, "grad_norm": 2.1306402683258057, "learning_rate": 3.365384615384616e-06, "loss": 0.0957, "step": 180 }, { "epoch": 1.1512820512820512, "grad_norm": 1.54770827293396, "learning_rate": 3.205128205128206e-06, "loss": 0.1137, "step": 190 }, { "epoch": 1.176923076923077, "grad_norm": 13.978232383728027, "learning_rate": 3.044871794871795e-06, "loss": 0.1326, "step": 200 }, { "epoch": 1.2025641025641025, "grad_norm": 4.250465393066406, "learning_rate": 2.8846153846153845e-06, "loss": 0.0616, "step": 210 }, { "epoch": 1.2282051282051283, "grad_norm": 1.337228775024414, "learning_rate": 2.7243589743589744e-06, "loss": 0.0948, "step": 220 }, { "epoch": 1.2538461538461538, "grad_norm": 11.519142150878906, "learning_rate": 2.564102564102564e-06, "loss": 0.0906, "step": 230 }, { "epoch": 1.2794871794871794, "grad_norm": 9.989028930664062, "learning_rate": 2.403846153846154e-06, "loss": 0.1384, "step": 240 }, { "epoch": 1.3051282051282052, "grad_norm": 0.850464940071106, "learning_rate": 2.243589743589744e-06, "loss": 0.1329, "step": 250 }, { "epoch": 1.3307692307692307, "grad_norm": 2.935410976409912, "learning_rate": 2.0833333333333334e-06, "loss": 0.1039, "step": 260 }, { "epoch": 1.3358974358974358, "eval_accuracy": 0.8251121076233184, "eval_loss": 0.5684685707092285, "eval_runtime": 60.4317, "eval_samples_per_second": 3.69, "eval_steps_per_second": 0.463, "step": 262 }, { "epoch": 2.0205128205128204, "grad_norm": 2.507692575454712, "learning_rate": 1.9230769230769234e-06, "loss": 0.1267, "step": 270 }, { "epoch": 2.046153846153846, "grad_norm": 9.046551704406738, "learning_rate": 1.7628205128205131e-06, "loss": 0.0909, "step": 280 }, { "epoch": 2.071794871794872, "grad_norm": 1.059535264968872, "learning_rate": 1.602564102564103e-06, "loss": 0.1108, "step": 290 }, { "epoch": 2.0974358974358975, "grad_norm": 7.851165294647217, "learning_rate": 1.4423076923076922e-06, "loss": 0.0695, "step": 300 }, { "epoch": 2.123076923076923, "grad_norm": 1.073171615600586, "learning_rate": 1.282051282051282e-06, "loss": 0.1031, "step": 310 }, { "epoch": 2.1487179487179486, "grad_norm": 2.39035964012146, "learning_rate": 1.121794871794872e-06, "loss": 0.115, "step": 320 }, { "epoch": 2.174358974358974, "grad_norm": 1.7656793594360352, "learning_rate": 9.615384615384617e-07, "loss": 0.0919, "step": 330 }, { "epoch": 2.2, "grad_norm": 19.47994613647461, "learning_rate": 8.012820512820515e-07, "loss": 0.1017, "step": 340 }, { "epoch": 2.2256410256410257, "grad_norm": 14.330218315124512, "learning_rate": 6.41025641025641e-07, "loss": 0.0826, "step": 350 }, { "epoch": 2.2512820512820513, "grad_norm": 3.4437031745910645, "learning_rate": 4.807692307692308e-07, "loss": 0.1271, "step": 360 }, { "epoch": 2.276923076923077, "grad_norm": 3.954479932785034, "learning_rate": 3.205128205128205e-07, "loss": 0.1132, "step": 370 }, { "epoch": 2.3025641025641024, "grad_norm": 0.6898751854896545, "learning_rate": 1.6025641025641025e-07, "loss": 0.0906, "step": 380 }, { "epoch": 2.3282051282051284, "grad_norm": 2.044902801513672, "learning_rate": 0.0, "loss": 0.0832, "step": 390 }, { "epoch": 2.3282051282051284, "eval_accuracy": 0.8475336322869955, "eval_loss": 0.5565493702888489, "eval_runtime": 62.3378, "eval_samples_per_second": 3.577, "eval_steps_per_second": 0.449, "step": 390 }, { "epoch": 2.3282051282051284, "step": 390, "total_flos": 3.8861995625761997e+18, "train_loss": 0.12900116260235125, "train_runtime": 2004.3611, "train_samples_per_second": 1.557, "train_steps_per_second": 0.195 }, { "epoch": 2.3282051282051284, "eval_accuracy": 0.6438848920863309, "eval_loss": 2.050309658050537, "eval_runtime": 149.2566, "eval_samples_per_second": 3.725, "eval_steps_per_second": 0.469, "step": 390 }, { "epoch": 2.3282051282051284, "eval_accuracy": 0.639344262295082, "eval_loss": 2.076159954071045, "eval_runtime": 145.7908, "eval_samples_per_second": 3.766, "eval_steps_per_second": 0.473, "step": 390 } ], "logging_steps": 10, "max_steps": 390, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.8861995625761997e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }