{ "best_metric": 0.9142857142857143, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-114", "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": 6.550330638885498, "learning_rate": 3.3333333333333335e-05, "loss": 2.3458, "step": 10 }, { "epoch": 0.13513513513513514, "grad_norm": 7.449215888977051, "learning_rate": 4.81203007518797e-05, "loss": 2.1855, "step": 20 }, { "epoch": 0.20270270270270271, "grad_norm": 7.531116962432861, "learning_rate": 4.43609022556391e-05, "loss": 2.1208, "step": 30 }, { "epoch": 0.25675675675675674, "eval_accuracy": 0.5142857142857142, "eval_loss": 1.8455791473388672, "eval_runtime": 435.7069, "eval_samples_per_second": 0.161, "eval_steps_per_second": 0.021, "step": 38 }, { "epoch": 1.0135135135135136, "grad_norm": 11.373128890991211, "learning_rate": 4.0601503759398494e-05, "loss": 1.8995, "step": 40 }, { "epoch": 1.0810810810810811, "grad_norm": 9.782893180847168, "learning_rate": 3.6842105263157895e-05, "loss": 1.4718, "step": 50 }, { "epoch": 1.1486486486486487, "grad_norm": 13.6583890914917, "learning_rate": 3.3082706766917295e-05, "loss": 1.1635, "step": 60 }, { "epoch": 1.2162162162162162, "grad_norm": 9.038268089294434, "learning_rate": 2.9323308270676693e-05, "loss": 0.7742, "step": 70 }, { "epoch": 1.2567567567567568, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.9332746267318726, "eval_runtime": 355.2255, "eval_samples_per_second": 0.197, "eval_steps_per_second": 0.025, "step": 76 }, { "epoch": 2.027027027027027, "grad_norm": 4.106594085693359, "learning_rate": 2.556390977443609e-05, "loss": 0.8308, "step": 80 }, { "epoch": 2.0945945945945947, "grad_norm": 9.80185604095459, "learning_rate": 2.1804511278195487e-05, "loss": 0.5783, "step": 90 }, { "epoch": 2.1621621621621623, "grad_norm": 11.908610343933105, "learning_rate": 1.8045112781954888e-05, "loss": 0.5351, "step": 100 }, { "epoch": 2.22972972972973, "grad_norm": 5.700929164886475, "learning_rate": 1.4285714285714285e-05, "loss": 0.411, "step": 110 }, { "epoch": 2.2567567567567566, "eval_accuracy": 0.9142857142857143, "eval_loss": 0.4463686943054199, "eval_runtime": 303.0784, "eval_samples_per_second": 0.231, "eval_steps_per_second": 0.03, "step": 114 }, { "epoch": 3.0405405405405403, "grad_norm": 4.13948392868042, "learning_rate": 1.0526315789473684e-05, "loss": 0.3562, "step": 120 }, { "epoch": 3.108108108108108, "grad_norm": 3.486126184463501, "learning_rate": 6.766917293233083e-06, "loss": 0.2465, "step": 130 }, { "epoch": 3.175675675675676, "grad_norm": 9.807132720947266, "learning_rate": 3.007518796992481e-06, "loss": 0.2753, "step": 140 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.8857142857142857, "eval_loss": 0.3988778591156006, "eval_runtime": 404.335, "eval_samples_per_second": 0.173, "eval_steps_per_second": 0.022, "step": 148 }, { "epoch": 3.22972972972973, "step": 148, "total_flos": 1.460491890402263e+18, "train_loss": 1.038178684743675, "train_runtime": 18545.357, "train_samples_per_second": 0.064, "train_steps_per_second": 0.008 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.8064516129032258, "eval_loss": 0.5260129570960999, "eval_runtime": 938.2685, "eval_samples_per_second": 0.165, "eval_steps_per_second": 0.021, "step": 148 }, { "epoch": 3.22972972972973, "eval_accuracy": 0.8064516129032258, "eval_loss": 0.5260128974914551, "eval_runtime": 733.1305, "eval_samples_per_second": 0.211, "eval_steps_per_second": 0.027, "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 }