{ "best_metric": 0.9142857142857143, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-148", "epoch": 3.22972972972973, "eval_steps": 500, "global_step": 148, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07, "grad_norm": 5.877252101898193, "learning_rate": 3.3333333333333335e-05, "loss": 2.3334, "step": 10 }, { "epoch": 0.14, "grad_norm": 6.845406532287598, "learning_rate": 4.81203007518797e-05, "loss": 2.2303, "step": 20 }, { "epoch": 0.2, "grad_norm": 8.416325569152832, "learning_rate": 4.43609022556391e-05, "loss": 2.1155, "step": 30 }, { "epoch": 0.26, "eval_accuracy": 0.6, "eval_loss": 1.7389822006225586, "eval_runtime": 7.8855, "eval_samples_per_second": 8.877, "eval_steps_per_second": 1.141, "step": 38 }, { "epoch": 1.01, "grad_norm": 10.510369300842285, "learning_rate": 4.0601503759398494e-05, "loss": 1.9057, "step": 40 }, { "epoch": 1.08, "grad_norm": 12.991025924682617, "learning_rate": 3.6842105263157895e-05, "loss": 1.4769, "step": 50 }, { "epoch": 1.15, "grad_norm": 10.709514617919922, "learning_rate": 3.3082706766917295e-05, "loss": 1.1806, "step": 60 }, { "epoch": 1.22, "grad_norm": 6.943473815917969, "learning_rate": 2.9323308270676693e-05, "loss": 0.8482, "step": 70 }, { "epoch": 1.26, "eval_accuracy": 0.6857142857142857, "eval_loss": 0.954380452632904, "eval_runtime": 7.9006, "eval_samples_per_second": 8.86, "eval_steps_per_second": 1.139, "step": 76 }, { "epoch": 2.03, "grad_norm": 4.553641319274902, "learning_rate": 2.556390977443609e-05, "loss": 0.8814, "step": 80 }, { "epoch": 2.09, "grad_norm": 6.816486835479736, "learning_rate": 2.1804511278195487e-05, "loss": 0.6541, "step": 90 }, { "epoch": 2.16, "grad_norm": 14.017226219177246, "learning_rate": 1.8045112781954888e-05, "loss": 0.5383, "step": 100 }, { "epoch": 2.23, "grad_norm": 6.129795074462891, "learning_rate": 1.4285714285714285e-05, "loss": 0.4371, "step": 110 }, { "epoch": 2.26, "eval_accuracy": 0.8857142857142857, "eval_loss": 0.4790053367614746, "eval_runtime": 7.8047, "eval_samples_per_second": 8.969, "eval_steps_per_second": 1.153, "step": 114 }, { "epoch": 3.04, "grad_norm": 4.292072772979736, "learning_rate": 1.0526315789473684e-05, "loss": 0.3274, "step": 120 }, { "epoch": 3.11, "grad_norm": 3.278257369995117, "learning_rate": 6.766917293233083e-06, "loss": 0.3116, "step": 130 }, { "epoch": 3.18, "grad_norm": 6.118241310119629, "learning_rate": 3.007518796992481e-06, "loss": 0.2803, "step": 140 }, { "epoch": 3.23, "eval_accuracy": 0.9142857142857143, "eval_loss": 0.3659238815307617, "eval_runtime": 7.3677, "eval_samples_per_second": 9.501, "eval_steps_per_second": 1.222, "step": 148 }, { "epoch": 3.23, "step": 148, "total_flos": 1.460491890402263e+18, "train_loss": 1.0632461502745345, "train_runtime": 248.2758, "train_samples_per_second": 4.769, "train_steps_per_second": 0.596 }, { "epoch": 3.23, "eval_accuracy": 0.8774193548387097, "eval_loss": 0.45682066679000854, "eval_runtime": 16.891, "eval_samples_per_second": 9.176, "eval_steps_per_second": 1.184, "step": 148 }, { "epoch": 3.23, "eval_accuracy": 0.8774193548387097, "eval_loss": 0.45682066679000854, "eval_runtime": 15.7238, "eval_samples_per_second": 9.858, "eval_steps_per_second": 1.272, "step": 148 } ], "logging_steps": 10, "max_steps": 148, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "save_steps": 500, "total_flos": 1.460491890402263e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }