{ "best_metric": 0.9142857142857143, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-148", "epoch": 3.22972972972973, "global_step": 148, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07, "learning_rate": 3.3333333333333335e-05, "loss": 2.2591, "step": 10 }, { "epoch": 0.14, "learning_rate": 4.81203007518797e-05, "loss": 2.2132, "step": 20 }, { "epoch": 0.2, "learning_rate": 4.43609022556391e-05, "loss": 2.1351, "step": 30 }, { "epoch": 0.26, "eval_accuracy": 0.6285714285714286, "eval_loss": 1.6582270860671997, "eval_runtime": 48.1772, "eval_samples_per_second": 1.453, "eval_steps_per_second": 0.187, "step": 38 }, { "epoch": 1.01, "learning_rate": 4.0601503759398494e-05, "loss": 1.9093, "step": 40 }, { "epoch": 1.08, "learning_rate": 3.6842105263157895e-05, "loss": 1.5111, "step": 50 }, { "epoch": 1.15, "learning_rate": 3.3082706766917295e-05, "loss": 1.1256, "step": 60 }, { "epoch": 1.22, "learning_rate": 2.9323308270676693e-05, "loss": 0.7409, "step": 70 }, { "epoch": 1.26, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.8406534194946289, "eval_runtime": 39.133, "eval_samples_per_second": 1.789, "eval_steps_per_second": 0.23, "step": 76 }, { "epoch": 2.03, "learning_rate": 2.556390977443609e-05, "loss": 0.8077, "step": 80 }, { "epoch": 2.09, "learning_rate": 2.1804511278195487e-05, "loss": 0.5975, "step": 90 }, { "epoch": 2.16, "learning_rate": 1.8045112781954888e-05, "loss": 0.6191, "step": 100 }, { "epoch": 2.23, "learning_rate": 1.4285714285714285e-05, "loss": 0.4333, "step": 110 }, { "epoch": 2.26, "eval_accuracy": 0.8142857142857143, "eval_loss": 0.5106571316719055, "eval_runtime": 41.2785, "eval_samples_per_second": 1.696, "eval_steps_per_second": 0.218, "step": 114 }, { "epoch": 3.04, "learning_rate": 1.0526315789473684e-05, "loss": 0.3766, "step": 120 }, { "epoch": 3.11, "learning_rate": 6.766917293233083e-06, "loss": 0.265, "step": 130 }, { "epoch": 3.18, "learning_rate": 3.007518796992481e-06, "loss": 0.2766, "step": 140 }, { "epoch": 3.23, "eval_accuracy": 0.9142857142857143, "eval_loss": 0.3579496741294861, "eval_runtime": 49.2971, "eval_samples_per_second": 1.42, "eval_steps_per_second": 0.183, "step": 148 }, { "epoch": 3.23, "step": 148, "total_flos": 1.460491890402263e+18, "train_loss": 1.0465768640105788, "train_runtime": 3053.3069, "train_samples_per_second": 0.388, "train_steps_per_second": 0.048 }, { "epoch": 3.23, "eval_accuracy": 0.8516129032258064, "eval_loss": 0.43549060821533203, "eval_runtime": 105.4615, "eval_samples_per_second": 1.47, "eval_steps_per_second": 0.19, "step": 148 }, { "epoch": 3.23, "eval_accuracy": 0.8516129032258064, "eval_loss": 0.4354906678199768, "eval_runtime": 104.5631, "eval_samples_per_second": 1.482, "eval_steps_per_second": 0.191, "step": 148 } ], "max_steps": 148, "num_train_epochs": 9223372036854775807, "total_flos": 1.460491890402263e+18, "trial_name": null, "trial_params": null }