{ "best_metric": 0.9330666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0434/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": Infinity, "learning_rate": 0.00037537537537537537, "loss": 0.7283, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8634666666666667, "eval_loss": 0.48521745204925537, "eval_runtime": 7.062, "eval_samples_per_second": 531.01, "eval_steps_per_second": 8.355, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.12971550226211548, "learning_rate": 0.00025037537537537537, "loss": 0.298, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8872, "eval_loss": 0.4334234297275543, "eval_runtime": 7.3646, "eval_samples_per_second": 509.193, "eval_steps_per_second": 8.011, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.010517753660678864, "learning_rate": 0.0001253753753753754, "loss": 0.1153, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9112, "eval_loss": 0.33323991298675537, "eval_runtime": 8.5608, "eval_samples_per_second": 438.041, "eval_steps_per_second": 6.892, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.007029270753264427, "learning_rate": 3.753753753753754e-07, "loss": 0.0246, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9330666666666667, "eval_loss": 0.2563556134700775, "eval_runtime": 7.5795, "eval_samples_per_second": 494.755, "eval_steps_per_second": 7.784, "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 }