{ "best_metric": 0.8714285714285714, "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": 0.07, "learning_rate": 3.3333333333333335e-05, "loss": 6.1112, "step": 10 }, { "epoch": 0.14, "learning_rate": 4.81203007518797e-05, "loss": 5.4982, "step": 20 }, { "epoch": 0.2, "learning_rate": 4.43609022556391e-05, "loss": 4.5418, "step": 30 }, { "epoch": 0.26, "eval_accuracy": 0.44285714285714284, "eval_loss": 3.4915428161621094, "eval_runtime": 114.5117, "eval_samples_per_second": 0.611, "eval_steps_per_second": 0.079, "step": 38 }, { "epoch": 1.01, "learning_rate": 4.0601503759398494e-05, "loss": 3.8179, "step": 40 }, { "epoch": 1.08, "learning_rate": 3.6842105263157895e-05, "loss": 3.2454, "step": 50 }, { "epoch": 1.15, "learning_rate": 3.3082706766917295e-05, "loss": 2.834, "step": 60 }, { "epoch": 1.22, "learning_rate": 2.9323308270676693e-05, "loss": 2.3042, "step": 70 }, { "epoch": 1.26, "eval_accuracy": 0.6428571428571429, "eval_loss": 2.083695888519287, "eval_runtime": 114.5262, "eval_samples_per_second": 0.611, "eval_steps_per_second": 0.079, "step": 76 }, { "epoch": 2.03, "learning_rate": 2.556390977443609e-05, "loss": 2.0549, "step": 80 }, { "epoch": 2.09, "learning_rate": 2.1804511278195487e-05, "loss": 1.6432, "step": 90 }, { "epoch": 2.16, "learning_rate": 1.8045112781954888e-05, "loss": 1.4534, "step": 100 }, { "epoch": 2.23, "learning_rate": 1.4285714285714285e-05, "loss": 1.2814, "step": 110 }, { "epoch": 2.26, "eval_accuracy": 0.7714285714285715, "eval_loss": 1.2625136375427246, "eval_runtime": 116.0788, "eval_samples_per_second": 0.603, "eval_steps_per_second": 0.078, "step": 114 }, { "epoch": 3.04, "learning_rate": 1.0526315789473684e-05, "loss": 1.0406, "step": 120 }, { "epoch": 3.11, "learning_rate": 6.766917293233083e-06, "loss": 0.9346, "step": 130 }, { "epoch": 3.18, "learning_rate": 3.007518796992481e-06, "loss": 0.8829, "step": 140 }, { "epoch": 3.23, "eval_accuracy": 0.8714285714285714, "eval_loss": 1.0487520694732666, "eval_runtime": 113.3058, "eval_samples_per_second": 0.618, "eval_steps_per_second": 0.079, "step": 148 }, { "epoch": 3.23, "step": 148, "total_flos": 1.4656363477578547e+18, "train_loss": 2.589907117792078, "train_runtime": 5052.7726, "train_samples_per_second": 0.234, "train_steps_per_second": 0.029 }, { "epoch": 3.23, "eval_accuracy": 0.7741935483870968, "eval_loss": 1.0857348442077637, "eval_runtime": 256.7253, "eval_samples_per_second": 0.604, "eval_steps_per_second": 0.078, "step": 148 }, { "epoch": 3.23, "eval_accuracy": 0.7741935483870968, "eval_loss": 1.0857349634170532, "eval_runtime": 253.9355, "eval_samples_per_second": 0.61, "eval_steps_per_second": 0.079, "step": 148 }, { "epoch": 3.23, "eval_accuracy": 0.7741935483870968, "eval_loss": 1.0857348442077637, "eval_runtime": 248.5906, "eval_samples_per_second": 0.624, "eval_steps_per_second": 0.08, "step": 148 }, { "epoch": 3.23, "eval_accuracy": 0.7741935483870968, "eval_loss": 1.0857348442077637, "eval_runtime": 250.3156, "eval_samples_per_second": 0.619, "eval_steps_per_second": 0.08, "step": 148 }, { "epoch": 3.23, "eval_accuracy": 0.7741935483870968, "eval_loss": 1.0857348442077637, "eval_runtime": 253.7105, "eval_samples_per_second": 0.611, "eval_steps_per_second": 0.079, "step": 148 } ], "logging_steps": 10, "max_steps": 148, "num_train_epochs": 9223372036854775807, "save_steps": 500, "total_flos": 1.4656363477578547e+18, "trial_name": null, "trial_params": null }