{ "best_metric": 0.8428571428571429, "best_model_checkpoint": "videomae-base-finetuned-ucf101-subset/checkpoint-300", "epoch": 1.5, "eval_steps": 500, "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": 2.3028, "step": 10 }, { "epoch": 0.07, "learning_rate": 3.3333333333333335e-05, "loss": 2.3514, "step": 20 }, { "epoch": 0.1, "learning_rate": 5e-05, "loss": 2.3305, "step": 30 }, { "epoch": 0.13, "learning_rate": 4.814814814814815e-05, "loss": 2.2754, "step": 40 }, { "epoch": 0.17, "learning_rate": 4.62962962962963e-05, "loss": 2.0044, "step": 50 }, { "epoch": 0.2, "learning_rate": 4.4444444444444447e-05, "loss": 2.1435, "step": 60 }, { "epoch": 0.23, "learning_rate": 4.259259259259259e-05, "loss": 2.0639, "step": 70 }, { "epoch": 0.27, "learning_rate": 4.074074074074074e-05, "loss": 1.6206, "step": 80 }, { "epoch": 0.3, "learning_rate": 3.888888888888889e-05, "loss": 1.7889, "step": 90 }, { "epoch": 0.33, "learning_rate": 3.7037037037037037e-05, "loss": 1.6838, "step": 100 }, { "epoch": 0.37, "learning_rate": 3.518518518518519e-05, "loss": 1.3599, "step": 110 }, { "epoch": 0.4, "learning_rate": 3.3333333333333335e-05, "loss": 1.4852, "step": 120 }, { "epoch": 0.43, "learning_rate": 3.148148148148148e-05, "loss": 1.4107, "step": 130 }, { "epoch": 0.47, "learning_rate": 2.962962962962963e-05, "loss": 1.374, "step": 140 }, { "epoch": 0.5, "learning_rate": 2.777777777777778e-05, "loss": 1.0549, "step": 150 }, { "epoch": 0.5, "eval_accuracy": 0.7571428571428571, "eval_loss": 0.9527812600135803, "eval_runtime": 22.0926, "eval_samples_per_second": 3.168, "eval_steps_per_second": 1.584, "step": 150 }, { "epoch": 1.03, "learning_rate": 2.5925925925925925e-05, "loss": 0.8599, "step": 160 }, { "epoch": 1.07, "learning_rate": 2.4074074074074074e-05, "loss": 1.287, "step": 170 }, { "epoch": 1.1, "learning_rate": 2.2222222222222223e-05, "loss": 0.9601, "step": 180 }, { "epoch": 1.13, "learning_rate": 2.037037037037037e-05, "loss": 0.6645, "step": 190 }, { "epoch": 1.17, "learning_rate": 1.8518518518518518e-05, "loss": 0.6143, "step": 200 }, { "epoch": 1.2, "learning_rate": 1.6666666666666667e-05, "loss": 0.4838, "step": 210 }, { "epoch": 1.23, "learning_rate": 1.4814814814814815e-05, "loss": 0.4428, "step": 220 }, { "epoch": 1.27, "learning_rate": 1.2962962962962962e-05, "loss": 0.7375, "step": 230 }, { "epoch": 1.3, "learning_rate": 1.1111111111111112e-05, "loss": 0.6078, "step": 240 }, { "epoch": 1.33, "learning_rate": 9.259259259259259e-06, "loss": 0.4268, "step": 250 }, { "epoch": 1.37, "learning_rate": 7.4074074074074075e-06, "loss": 0.2414, "step": 260 }, { "epoch": 1.4, "learning_rate": 5.555555555555556e-06, "loss": 0.4216, "step": 270 }, { "epoch": 1.43, "learning_rate": 3.7037037037037037e-06, "loss": 0.1838, "step": 280 }, { "epoch": 1.47, "learning_rate": 1.8518518518518519e-06, "loss": 0.5178, "step": 290 }, { "epoch": 1.5, "learning_rate": 0.0, "loss": 0.7251, "step": 300 }, { "epoch": 1.5, "eval_accuracy": 0.8428571428571429, "eval_loss": 0.4445994794368744, "eval_runtime": 21.5992, "eval_samples_per_second": 3.241, "eval_steps_per_second": 1.62, "step": 300 }, { "epoch": 1.5, "step": 300, "total_flos": 7.47692094062592e+17, "train_loss": 1.214137753645579, "train_runtime": 449.6116, "train_samples_per_second": 1.334, "train_steps_per_second": 0.667 }, { "epoch": 1.5, "eval_accuracy": 0.864516129032258, "eval_loss": 0.4195975959300995, "eval_runtime": 49.2274, "eval_samples_per_second": 3.149, "eval_steps_per_second": 1.584, "step": 300 }, { "epoch": 1.5, "eval_accuracy": 0.864516129032258, "eval_loss": 0.4195975959300995, "eval_runtime": 48.7546, "eval_samples_per_second": 3.179, "eval_steps_per_second": 1.6, "step": 300 } ], "logging_steps": 10, "max_steps": 300, "num_train_epochs": 9223372036854775807, "save_steps": 500, "total_flos": 7.47692094062592e+17, "trial_name": null, "trial_params": null }