{ "best_metric": 0.9165333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0019/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.7897019982337952, "learning_rate": 0.00042857142857142855, "loss": 0.8052, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8184, "eval_loss": 0.6107335090637207, "eval_runtime": 12.5165, "eval_samples_per_second": 299.605, "eval_steps_per_second": 4.714, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.8987799286842346, "learning_rate": 0.00035714285714285714, "loss": 0.411, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8413333333333334, "eval_loss": 0.5304506421089172, "eval_runtime": 12.4614, "eval_samples_per_second": 300.928, "eval_steps_per_second": 4.735, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.05725838616490364, "learning_rate": 0.0002857142857142857, "loss": 0.2472, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8578666666666667, "eval_loss": 0.5002932548522949, "eval_runtime": 12.7261, "eval_samples_per_second": 294.67, "eval_steps_per_second": 4.636, "step": 999 }, { "epoch": 4.0, "grad_norm": 1.0733546018600464, "learning_rate": 0.00021428571428571427, "loss": 0.1433, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8621333333333333, "eval_loss": 0.5239591598510742, "eval_runtime": 12.3106, "eval_samples_per_second": 304.615, "eval_steps_per_second": 4.793, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.7391700744628906, "learning_rate": 0.00014285714285714284, "loss": 0.0748, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8912, "eval_loss": 0.44313451647758484, "eval_runtime": 11.9222, "eval_samples_per_second": 314.538, "eval_steps_per_second": 4.949, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.011820327490568161, "learning_rate": 7.142857142857142e-05, "loss": 0.029, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9048, "eval_loss": 0.39284420013427734, "eval_runtime": 12.0216, "eval_samples_per_second": 311.938, "eval_steps_per_second": 4.908, "step": 1998 }, { "epoch": 7.0, "grad_norm": NaN, "learning_rate": 2.1450021450021452e-07, "loss": 0.0094, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9165333333333333, "eval_loss": 0.36500659584999084, "eval_runtime": 12.5339, "eval_samples_per_second": 299.188, "eval_steps_per_second": 4.707, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }