{ "best_metric": 0.8808, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0990/checkpoints/checkpoint-2997", "epoch": 9.0, "eval_steps": 500, "global_step": 2997, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 1.5597, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8274666666666667, "eval_loss": 0.6503348350524902, "eval_runtime": 11.7142, "eval_samples_per_second": 320.124, "eval_steps_per_second": 5.037, "step": 333 }, { "epoch": 2.0, "grad_norm": 6.2794623374938965, "learning_rate": 7e-05, "loss": 0.435, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8693333333333333, "eval_loss": 0.46115842461586, "eval_runtime": 11.7492, "eval_samples_per_second": 319.17, "eval_steps_per_second": 5.022, "step": 666 }, { "epoch": 3.0, "grad_norm": 6.753475666046143, "learning_rate": 7e-05, "loss": 0.2215, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8530666666666666, "eval_loss": 0.5087929964065552, "eval_runtime": 12.4901, "eval_samples_per_second": 300.237, "eval_steps_per_second": 4.724, "step": 999 }, { "epoch": 4.0, "grad_norm": 22.790523529052734, "learning_rate": 7e-05, "loss": 0.1261, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8610666666666666, "eval_loss": 0.5097166895866394, "eval_runtime": 11.2198, "eval_samples_per_second": 334.229, "eval_steps_per_second": 5.259, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.39854344725608826, "learning_rate": 7e-05, "loss": 0.0884, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8690666666666667, "eval_loss": 0.47259092330932617, "eval_runtime": 11.7384, "eval_samples_per_second": 319.464, "eval_steps_per_second": 5.026, "step": 1665 }, { "epoch": 6.0, "grad_norm": Infinity, "learning_rate": 7e-05, "loss": 0.0651, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.868, "eval_loss": 0.49679651856422424, "eval_runtime": 12.0136, "eval_samples_per_second": 312.147, "eval_steps_per_second": 4.911, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.054140541702508926, "learning_rate": 7e-05, "loss": 0.0477, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8709333333333333, "eval_loss": 0.5355271697044373, "eval_runtime": 11.8618, "eval_samples_per_second": 316.142, "eval_steps_per_second": 4.974, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.0236927792429924, "learning_rate": 7e-05, "loss": 0.0447, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8746666666666667, "eval_loss": 0.511197030544281, "eval_runtime": 11.7577, "eval_samples_per_second": 318.941, "eval_steps_per_second": 5.018, "step": 2664 }, { "epoch": 9.0, "grad_norm": 0.012552314437925816, "learning_rate": 7e-05, "loss": 0.036, "step": 2997 }, { "epoch": 9.0, "eval_accuracy": 0.8808, "eval_loss": 0.5288822054862976, "eval_runtime": 11.617, "eval_samples_per_second": 322.802, "eval_steps_per_second": 5.079, "step": 2997 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.482671885603328e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }