{ "best_metric": 0.9456, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0726/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": 0.9036150574684143, "learning_rate": 3.7500000000000003e-05, "loss": 0.9009, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.928, "eval_loss": 0.2804586887359619, "eval_runtime": 11.5842, "eval_samples_per_second": 323.716, "eval_steps_per_second": 5.093, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.21802140772342682, "learning_rate": 2.5e-05, "loss": 0.1433, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9397333333333333, "eval_loss": 0.22649814188480377, "eval_runtime": 11.7608, "eval_samples_per_second": 318.856, "eval_steps_per_second": 5.017, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.07849038392305374, "learning_rate": 1.25e-05, "loss": 0.0561, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9352, "eval_loss": 0.24769245088100433, "eval_runtime": 12.8082, "eval_samples_per_second": 292.78, "eval_steps_per_second": 4.606, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.047373317182064056, "learning_rate": 0.0, "loss": 0.0249, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9456, "eval_loss": 0.21177205443382263, "eval_runtime": 12.066, "eval_samples_per_second": 310.791, "eval_steps_per_second": 4.89, "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 }