{ "best_metric": 0.96, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0728/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": 0.28518858551979065, "learning_rate": 5.974873734152915e-05, "loss": 0.6644, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.94, "eval_loss": 0.22335129976272583, "eval_runtime": 13.3599, "eval_samples_per_second": 280.691, "eval_steps_per_second": 4.416, "step": 333 }, { "epoch": 2.0, "grad_norm": 6.570347785949707, "learning_rate": 3.5e-05, "loss": 0.1061, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9536, "eval_loss": 0.16605915129184723, "eval_runtime": 13.2725, "eval_samples_per_second": 282.54, "eval_steps_per_second": 4.445, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.17562569677829742, "learning_rate": 1.0251262658470837e-05, "loss": 0.033, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9581333333333333, "eval_loss": 0.15951162576675415, "eval_runtime": 13.1482, "eval_samples_per_second": 285.21, "eval_steps_per_second": 4.487, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.0855969786643982, "learning_rate": 0.0, "loss": 0.0132, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.96, "eval_loss": 0.14550817012786865, "eval_runtime": 13.3401, "eval_samples_per_second": 281.107, "eval_steps_per_second": 4.423, "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 }