{ "best_metric": 0.9072, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0777/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "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": 0.00046670262931309826, "loss": 0.8378, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.82, "eval_loss": 0.5830914974212646, "eval_runtime": 14.3022, "eval_samples_per_second": 262.197, "eval_steps_per_second": 4.125, "step": 333 }, { "epoch": 2.0, "grad_norm": 24.881248474121094, "learning_rate": 0.00037534027314690147, "loss": 0.4221, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8354666666666667, "eval_loss": 0.5452671051025391, "eval_runtime": 12.0268, "eval_samples_per_second": 311.805, "eval_steps_per_second": 4.906, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.24740013480186462, "learning_rate": 0.00025039309201189616, "loss": 0.2135, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8514666666666667, "eval_loss": 0.5261524319648743, "eval_runtime": 11.7648, "eval_samples_per_second": 318.749, "eval_steps_per_second": 5.015, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.12059016525745392, "learning_rate": 0.00012534058218975207, "loss": 0.0805, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8824, "eval_loss": 0.4593130946159363, "eval_runtime": 11.8131, "eval_samples_per_second": 317.443, "eval_steps_per_second": 4.994, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.9652751684188843, "learning_rate": 3.369046269879794e-05, "loss": 0.0157, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9037333333333334, "eval_loss": 0.4025505483150482, "eval_runtime": 13.3361, "eval_samples_per_second": 281.191, "eval_steps_per_second": 4.424, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.006088356487452984, "learning_rate": 3.090428506435927e-10, "loss": 0.003, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9072, "eval_loss": 0.39891478419303894, "eval_runtime": 12.0498, "eval_samples_per_second": 311.208, "eval_steps_per_second": 4.896, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }