{ "best_metric": 0.9512, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0249/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.38200002908706665, "learning_rate": 5.2499999999999995e-05, "loss": 0.7018, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9381333333333334, "eval_loss": 0.22512750327587128, "eval_runtime": 4.8029, "eval_samples_per_second": 780.776, "eval_steps_per_second": 12.284, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.1854758262634277, "learning_rate": 3.5e-05, "loss": 0.1073, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.944, "eval_loss": 0.18345358967781067, "eval_runtime": 4.0141, "eval_samples_per_second": 934.202, "eval_steps_per_second": 14.698, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.14932648837566376, "learning_rate": 1.75e-05, "loss": 0.0284, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9498666666666666, "eval_loss": 0.17837177217006683, "eval_runtime": 3.9307, "eval_samples_per_second": 954.03, "eval_steps_per_second": 15.01, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.29770520329475403, "learning_rate": 0.0, "loss": 0.008, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9512, "eval_loss": 0.17231355607509613, "eval_runtime": 4.9564, "eval_samples_per_second": 756.597, "eval_steps_per_second": 11.904, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }