{ "best_metric": 0.9426666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0859/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": 1.2979966402053833, "learning_rate": 3e-05, "loss": 1.1641, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9306666666666666, "eval_loss": 0.28339213132858276, "eval_runtime": 4.2368, "eval_samples_per_second": 885.098, "eval_steps_per_second": 13.926, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.18834982812404633, "learning_rate": 3e-05, "loss": 0.1589, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9413333333333334, "eval_loss": 0.21684150397777557, "eval_runtime": 4.3051, "eval_samples_per_second": 871.066, "eval_steps_per_second": 13.705, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.05198099464178085, "learning_rate": 3e-05, "loss": 0.0562, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.94, "eval_loss": 0.23169654607772827, "eval_runtime": 4.144, "eval_samples_per_second": 904.917, "eval_steps_per_second": 14.237, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.09279926866292953, "learning_rate": 3e-05, "loss": 0.0265, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9426666666666667, "eval_loss": 0.23398113250732422, "eval_runtime": 4.0417, "eval_samples_per_second": 927.817, "eval_steps_per_second": 14.598, "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 }