{ "best_metric": 0.8, "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": 0.06756756756756757, "grad_norm": 16.5500545501709, "learning_rate": 2.6666666666666667e-05, "loss": 2.3071, "step": 10 }, { "epoch": 0.13513513513513514, "grad_norm": 7.210005760192871, "learning_rate": 4.9248120300751884e-05, "loss": 2.2612, "step": 20 }, { "epoch": 0.20270270270270271, "grad_norm": 7.997417449951172, "learning_rate": 4.548872180451128e-05, "loss": 2.1719, "step": 30 }, { "epoch": 0.25675675675675674, "eval_accuracy": 0.17142857142857143, "eval_loss": 2.0525670051574707, "eval_runtime": 3.6401, "eval_samples_per_second": 19.23, "eval_steps_per_second": 2.472, "step": 38 }, { "epoch": 1.0135135135135136, "grad_norm": 7.0121283531188965, "learning_rate": 4.172932330827068e-05, "loss": 1.9451, "step": 40 }, { "epoch": 1.0810810810810811, "grad_norm": 11.407858848571777, "learning_rate": 3.796992481203008e-05, "loss": 1.7221, "step": 50 }, { "epoch": 1.1486486486486487, "grad_norm": 14.631987571716309, "learning_rate": 3.421052631578947e-05, "loss": 1.4956, "step": 60 }, { "epoch": 1.2162162162162162, "grad_norm": 9.013343811035156, "learning_rate": 3.0451127819548874e-05, "loss": 1.4069, "step": 70 }, { "epoch": 1.2567567567567568, "eval_accuracy": 0.4714285714285714, "eval_loss": 1.2280380725860596, "eval_runtime": 3.6911, "eval_samples_per_second": 18.964, "eval_steps_per_second": 2.438, "step": 76 }, { "epoch": 2.027027027027027, "grad_norm": 9.636581420898438, "learning_rate": 2.6691729323308275e-05, "loss": 0.995, "step": 80 }, { "epoch": 2.0945945945945947, "grad_norm": 9.935404777526855, "learning_rate": 2.293233082706767e-05, "loss": 0.8051, "step": 90 }, { "epoch": 2.1621621621621623, "grad_norm": 9.97338581085205, "learning_rate": 1.9172932330827066e-05, "loss": 0.8465, "step": 100 }, { "epoch": 2.22972972972973, "grad_norm": 8.2127103805542, "learning_rate": 1.5413533834586467e-05, "loss": 0.6534, "step": 110 }, { "epoch": 2.2567567567567566, "eval_accuracy": 0.7, "eval_loss": 0.7263602018356323, "eval_runtime": 3.6476, "eval_samples_per_second": 19.191, "eval_steps_per_second": 2.467, "step": 114 }, { "epoch": 3.0405405405405403, "grad_norm": 8.435063362121582, "learning_rate": 1.1654135338345864e-05, "loss": 0.5543, "step": 120 }, { "epoch": 3.108108108108108, "grad_norm": 3.56019926071167, "learning_rate": 7.894736842105263e-06, "loss": 0.4172, "step": 130 }, { "epoch": 3.175675675675676, "grad_norm": 7.430360317230225, "learning_rate": 4.135338345864662e-06, "loss": 0.3677, "step": 140 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.8, "eval_loss": 0.552931547164917, "eval_runtime": 3.5081, "eval_samples_per_second": 19.954, "eval_steps_per_second": 2.565, "step": 148 }, { "epoch": 3.22972972972973, "step": 148, "total_flos": 1.460491890402263e+18, "train_loss": 1.2348162676836993, "train_runtime": 139.5019, "train_samples_per_second": 8.487, "train_steps_per_second": 1.061 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.7935483870967742, "eval_loss": 0.561172604560852, "eval_runtime": 7.6883, "eval_samples_per_second": 20.161, "eval_steps_per_second": 2.601, "step": 148 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.7935483870967742, "eval_loss": 0.5611749291419983, "eval_runtime": 7.9378, "eval_samples_per_second": 19.527, "eval_steps_per_second": 2.52, "step": 148 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.7935483870967742, "eval_loss": 0.5611773133277893, "eval_runtime": 7.4937, "eval_samples_per_second": 20.684, "eval_steps_per_second": 2.669, "step": 148 } ], "logging_steps": 10, "max_steps": 148, "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": 1.460491890402263e+18, "train_batch_size": 8, "trial_name": null, "trial_params": null }