{ "best_metric": 0.9344, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0717/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 8.400647327635769e-05, "loss": 0.6693, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8989333333333334, "eval_loss": 0.32835832238197327, "eval_runtime": 13.2264, "eval_samples_per_second": 283.524, "eval_steps_per_second": 4.461, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.101402759552002, "learning_rate": 6.756124916644227e-05, "loss": 0.1733, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9242666666666667, "eval_loss": 0.2505492568016052, "eval_runtime": 13.1774, "eval_samples_per_second": 284.578, "eval_steps_per_second": 4.477, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.336576372385025, "learning_rate": 4.5070756562141305e-05, "loss": 0.0813, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9250666666666667, "eval_loss": 0.2617727518081665, "eval_runtime": 13.0359, "eval_samples_per_second": 287.668, "eval_steps_per_second": 4.526, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.31968948245048523, "learning_rate": 2.2561304794155375e-05, "loss": 0.0347, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9298666666666666, "eval_loss": 0.2652130126953125, "eval_runtime": 12.9665, "eval_samples_per_second": 289.206, "eval_steps_per_second": 4.55, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.0633680447936058, "learning_rate": 6.06428328578363e-06, "loss": 0.0136, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9344, "eval_loss": 0.25908932089805603, "eval_runtime": 13.114, "eval_samples_per_second": 285.953, "eval_steps_per_second": 4.499, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }