{ "best_metric": 0.8285714285714286, "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": 6.462096214294434, "learning_rate": 3.3333333333333335e-05, "loss": 2.3605, "step": 10 }, { "epoch": 0.13513513513513514, "grad_norm": 7.138033866882324, "learning_rate": 4.81203007518797e-05, "loss": 2.14, "step": 20 }, { "epoch": 0.20270270270270271, "grad_norm": 7.901597023010254, "learning_rate": 4.43609022556391e-05, "loss": 2.1483, "step": 30 }, { "epoch": 0.25675675675675674, "eval_accuracy": 0.38571428571428573, "eval_loss": 1.8423467874526978, "eval_runtime": 7.0633, "eval_samples_per_second": 9.91, "eval_steps_per_second": 1.274, "step": 38 }, { "epoch": 1.0135135135135136, "grad_norm": 12.548489570617676, "learning_rate": 4.0601503759398494e-05, "loss": 1.9367, "step": 40 }, { "epoch": 1.0810810810810811, "grad_norm": 13.077637672424316, "learning_rate": 3.6842105263157895e-05, "loss": 1.5488, "step": 50 }, { "epoch": 1.1486486486486487, "grad_norm": 12.642136573791504, "learning_rate": 3.3082706766917295e-05, "loss": 1.2444, "step": 60 }, { "epoch": 1.2162162162162162, "grad_norm": 6.2350873947143555, "learning_rate": 2.9323308270676693e-05, "loss": 0.8601, "step": 70 }, { "epoch": 1.2567567567567568, "eval_accuracy": 0.7, "eval_loss": 0.972441554069519, "eval_runtime": 6.8861, "eval_samples_per_second": 10.165, "eval_steps_per_second": 1.307, "step": 76 }, { "epoch": 2.027027027027027, "grad_norm": 5.450301170349121, "learning_rate": 2.556390977443609e-05, "loss": 0.8434, "step": 80 }, { "epoch": 2.0945945945945947, "grad_norm": 12.654264450073242, "learning_rate": 2.1804511278195487e-05, "loss": 0.6005, "step": 90 }, { "epoch": 2.1621621621621623, "grad_norm": 11.712494850158691, "learning_rate": 1.8045112781954888e-05, "loss": 0.5745, "step": 100 }, { "epoch": 2.22972972972973, "grad_norm": 6.82019567489624, "learning_rate": 1.4285714285714285e-05, "loss": 0.5181, "step": 110 }, { "epoch": 2.2567567567567566, "eval_accuracy": 0.7571428571428571, "eval_loss": 0.6128838658332825, "eval_runtime": 6.845, "eval_samples_per_second": 10.226, "eval_steps_per_second": 1.315, "step": 114 }, { "epoch": 3.0405405405405403, "grad_norm": 3.097586154937744, "learning_rate": 1.0526315789473684e-05, "loss": 0.3446, "step": 120 }, { "epoch": 3.108108108108108, "grad_norm": 3.016726016998291, "learning_rate": 6.766917293233083e-06, "loss": 0.3227, "step": 130 }, { "epoch": 3.175675675675676, "grad_norm": 5.630105495452881, "learning_rate": 3.007518796992481e-06, "loss": 0.3207, "step": 140 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.8285714285714286, "eval_loss": 0.5353689789772034, "eval_runtime": 6.5995, "eval_samples_per_second": 10.607, "eval_steps_per_second": 1.364, "step": 148 }, { "epoch": 3.22972972972973, "step": 148, "total_flos": 1.460491890402263e+18, "train_loss": 1.0781523762522518, "train_runtime": 231.4897, "train_samples_per_second": 5.115, "train_steps_per_second": 0.639 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.864516129032258, "eval_loss": 0.5425320863723755, "eval_runtime": 14.3433, "eval_samples_per_second": 10.806, "eval_steps_per_second": 1.394, "step": 148 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.864516129032258, "eval_loss": 0.5425320267677307, "eval_runtime": 14.1728, "eval_samples_per_second": 10.936, "eval_steps_per_second": 1.411, "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 }