{ "best_metric": 0.9950186799501868, "best_model_checkpoint": "/media/cse/HDD/Shawon/shawon/BdSLW60_10_Fold/VideoMAE_Kinetics_fold__2__BdSLW60_SKF/checkpoint-4517", "epoch": 9.099501661129569, "eval_steps": 500, "global_step": 9030, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.1, "grad_norm": 8.555875778198242, "learning_rate": 4.9889258028792915e-05, "loss": 8.3956, "step": 903 }, { "epoch": 0.1, "eval_accuracy": 0.9601494396014943, "eval_loss": 0.3171994686126709, "eval_runtime": 378.9606, "eval_samples_per_second": 2.119, "eval_steps_per_second": 1.061, "step": 903 }, { "epoch": 1.1000553709856036, "grad_norm": 3.0393295288085938, "learning_rate": 4.44567491079119e-05, "loss": 0.408, "step": 1807 }, { "epoch": 1.1000553709856036, "eval_accuracy": 0.9887920298879203, "eval_loss": 0.04258830100297928, "eval_runtime": 200.677, "eval_samples_per_second": 4.001, "eval_steps_per_second": 2.003, "step": 1807 }, { "epoch": 2.1, "grad_norm": 0.02424738183617592, "learning_rate": 3.890734588409007e-05, "loss": 0.0963, "step": 2710 }, { "epoch": 2.1, "eval_accuracy": 0.9900373599003736, "eval_loss": 0.04030231013894081, "eval_runtime": 255.2279, "eval_samples_per_second": 3.146, "eval_steps_per_second": 1.575, "step": 2710 }, { "epoch": 3.1000553709856034, "grad_norm": 0.08256613463163376, "learning_rate": 3.334563799680079e-05, "loss": 0.051, "step": 3614 }, { "epoch": 3.1000553709856034, "eval_accuracy": 0.9813200498132005, "eval_loss": 0.06109996885061264, "eval_runtime": 243.7147, "eval_samples_per_second": 3.295, "eval_steps_per_second": 1.649, "step": 3614 }, { "epoch": 4.1, "grad_norm": 0.026312392204999924, "learning_rate": 2.7796234772978964e-05, "loss": 0.0393, "step": 4517 }, { "epoch": 4.1, "eval_accuracy": 0.9950186799501868, "eval_loss": 0.029840152710676193, "eval_runtime": 225.1541, "eval_samples_per_second": 3.566, "eval_steps_per_second": 1.785, "step": 4517 }, { "epoch": 5.100055370985603, "grad_norm": 0.18683549761772156, "learning_rate": 2.2234526885689677e-05, "loss": 0.0309, "step": 5421 }, { "epoch": 5.100055370985603, "eval_accuracy": 0.9863013698630136, "eval_loss": 0.04532131925225258, "eval_runtime": 297.4191, "eval_samples_per_second": 2.7, "eval_steps_per_second": 1.352, "step": 5421 }, { "epoch": 6.1, "grad_norm": 0.004661477170884609, "learning_rate": 1.668512366186785e-05, "loss": 0.0061, "step": 6324 }, { "epoch": 6.1, "eval_accuracy": 0.987546699875467, "eval_loss": 0.04091913625597954, "eval_runtime": 279.4171, "eval_samples_per_second": 2.874, "eval_steps_per_second": 1.439, "step": 6324 }, { "epoch": 7.100055370985603, "grad_norm": 0.001828859793022275, "learning_rate": 1.1123415774578566e-05, "loss": 0.0122, "step": 7228 }, { "epoch": 7.100055370985603, "eval_accuracy": 0.9912826899128269, "eval_loss": 0.05522552877664566, "eval_runtime": 314.8243, "eval_samples_per_second": 2.551, "eval_steps_per_second": 1.277, "step": 7228 }, { "epoch": 8.1, "grad_norm": 0.3854459226131439, "learning_rate": 5.56786021902301e-06, "loss": 0.0039, "step": 8131 }, { "epoch": 8.1, "eval_accuracy": 0.9937733499377335, "eval_loss": 0.027218027040362358, "eval_runtime": 335.4026, "eval_samples_per_second": 2.394, "eval_steps_per_second": 1.199, "step": 8131 }, { "epoch": 9.099501661129569, "grad_norm": 0.0014946144074201584, "learning_rate": 3.691399040236249e-08, "loss": 0.0066, "step": 9030 }, { "epoch": 9.099501661129569, "eval_accuracy": 0.9925280199252802, "eval_loss": 0.030716385692358017, "eval_runtime": 363.5719, "eval_samples_per_second": 2.209, "eval_steps_per_second": 1.106, "step": 9030 }, { "epoch": 9.099501661129569, "step": 9030, "total_flos": 9.006226676074414e+19, "train_loss": 0.9050431965989528, "train_runtime": 29808.1205, "train_samples_per_second": 2.424, "train_steps_per_second": 0.303 } ], "logging_steps": 500, "max_steps": 9030, "num_input_tokens_seen": 0, "num_train_epochs": 9223372036854775807, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 5 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 9.006226676074414e+19, "train_batch_size": 2, "trial_name": null, "trial_params": null }