{ "best_metric": 0.9428571428571428, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-228", "epoch": 7.113333333333333, "global_step": 300, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 1.6666666666666667e-05, "loss": 0.6438, "step": 10 }, { "epoch": 0.07, "learning_rate": 3.3333333333333335e-05, "loss": 0.6929, "step": 20 }, { "epoch": 0.1, "learning_rate": 5e-05, "loss": 0.7999, "step": 30 }, { "epoch": 0.13, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.7967767715454102, "eval_runtime": 16.581, "eval_samples_per_second": 4.222, "eval_steps_per_second": 0.543, "step": 38 }, { "epoch": 1.01, "learning_rate": 4.814814814814815e-05, "loss": 0.5279, "step": 40 }, { "epoch": 1.04, "learning_rate": 4.62962962962963e-05, "loss": 0.4039, "step": 50 }, { "epoch": 1.07, "learning_rate": 4.4444444444444447e-05, "loss": 0.3795, "step": 60 }, { "epoch": 1.11, "learning_rate": 4.259259259259259e-05, "loss": 0.3574, "step": 70 }, { "epoch": 1.13, "eval_accuracy": 0.7571428571428571, "eval_loss": 0.6632290482521057, "eval_runtime": 16.8693, "eval_samples_per_second": 4.15, "eval_steps_per_second": 0.534, "step": 76 }, { "epoch": 2.01, "learning_rate": 4.074074074074074e-05, "loss": 0.3809, "step": 80 }, { "epoch": 2.05, "learning_rate": 3.888888888888889e-05, "loss": 0.3093, "step": 90 }, { "epoch": 2.08, "learning_rate": 3.7037037037037037e-05, "loss": 0.2716, "step": 100 }, { "epoch": 2.11, "learning_rate": 3.518518518518519e-05, "loss": 0.1651, "step": 110 }, { "epoch": 2.13, "eval_accuracy": 0.8428571428571429, "eval_loss": 0.3925662040710449, "eval_runtime": 13.1445, "eval_samples_per_second": 5.325, "eval_steps_per_second": 0.685, "step": 114 }, { "epoch": 3.02, "learning_rate": 3.3333333333333335e-05, "loss": 0.1444, "step": 120 }, { "epoch": 3.05, "learning_rate": 3.148148148148148e-05, "loss": 0.2528, "step": 130 }, { "epoch": 3.09, "learning_rate": 2.962962962962963e-05, "loss": 0.0722, "step": 140 }, { "epoch": 3.12, "learning_rate": 2.777777777777778e-05, "loss": 0.0843, "step": 150 }, { "epoch": 3.13, "eval_accuracy": 0.8714285714285714, "eval_loss": 0.375051349401474, "eval_runtime": 12.7881, "eval_samples_per_second": 5.474, "eval_steps_per_second": 0.704, "step": 152 }, { "epoch": 4.03, "learning_rate": 2.5925925925925925e-05, "loss": 0.1844, "step": 160 }, { "epoch": 4.06, "learning_rate": 2.4074074074074074e-05, "loss": 0.103, "step": 170 }, { "epoch": 4.09, "learning_rate": 2.2222222222222223e-05, "loss": 0.1064, "step": 180 }, { "epoch": 4.13, "learning_rate": 2.037037037037037e-05, "loss": 0.1116, "step": 190 }, { "epoch": 4.13, "eval_accuracy": 0.9285714285714286, "eval_loss": 0.32321324944496155, "eval_runtime": 16.6139, "eval_samples_per_second": 4.213, "eval_steps_per_second": 0.542, "step": 190 }, { "epoch": 5.03, "learning_rate": 1.8518518518518518e-05, "loss": 0.1736, "step": 200 }, { "epoch": 5.07, "learning_rate": 1.6666666666666667e-05, "loss": 0.087, "step": 210 }, { "epoch": 5.1, "learning_rate": 1.4814814814814815e-05, "loss": 0.0123, "step": 220 }, { "epoch": 5.13, "eval_accuracy": 0.9428571428571428, "eval_loss": 0.14982175827026367, "eval_runtime": 17.2395, "eval_samples_per_second": 4.06, "eval_steps_per_second": 0.522, "step": 228 }, { "epoch": 6.01, "learning_rate": 1.2962962962962962e-05, "loss": 0.0702, "step": 230 }, { "epoch": 6.04, "learning_rate": 1.1111111111111112e-05, "loss": 0.0106, "step": 240 }, { "epoch": 6.07, "learning_rate": 9.259259259259259e-06, "loss": 0.0152, "step": 250 }, { "epoch": 6.11, "learning_rate": 7.4074074074074075e-06, "loss": 0.0188, "step": 260 }, { "epoch": 6.13, "eval_accuracy": 0.9, "eval_loss": 0.42830967903137207, "eval_runtime": 17.0875, "eval_samples_per_second": 4.097, "eval_steps_per_second": 0.527, "step": 266 }, { "epoch": 7.01, "learning_rate": 5.555555555555556e-06, "loss": 0.0077, "step": 270 }, { "epoch": 7.05, "learning_rate": 3.7037037037037037e-06, "loss": 0.0079, "step": 280 }, { "epoch": 7.08, "learning_rate": 1.8518518518518519e-06, "loss": 0.0092, "step": 290 }, { "epoch": 7.11, "learning_rate": 0.0, "loss": 0.0146, "step": 300 }, { "epoch": 7.11, "eval_accuracy": 0.9, "eval_loss": 0.4196590185165405, "eval_runtime": 16.8156, "eval_samples_per_second": 4.163, "eval_steps_per_second": 0.535, "step": 300 }, { "epoch": 7.11, "step": 300, "total_flos": 2.955876078527447e+18, "train_loss": 0.21394788240393003, "train_runtime": 1232.6567, "train_samples_per_second": 1.947, "train_steps_per_second": 0.243 }, { "epoch": 7.11, "eval_accuracy": 0.9032258064516129, "eval_loss": 0.2630390524864197, "eval_runtime": 38.8311, "eval_samples_per_second": 3.992, "eval_steps_per_second": 0.515, "step": 300 }, { "epoch": 7.11, "eval_accuracy": 0.9032258064516129, "eval_loss": 0.2707708775997162, "eval_runtime": 38.8958, "eval_samples_per_second": 3.985, "eval_steps_per_second": 0.514, "step": 300 } ], "max_steps": 300, "num_train_epochs": 9223372036854775807, "total_flos": 2.955876078527447e+18, "trial_name": null, "trial_params": null }