{ "best_metric": 0.8552, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0855/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": 139.37509155273438, "learning_rate": 7e-05, "loss": 3.3077, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6354666666666666, "eval_loss": 1.665514349937439, "eval_runtime": 7.5046, "eval_samples_per_second": 499.696, "eval_steps_per_second": 7.862, "step": 333 }, { "epoch": 2.0, "grad_norm": 602.5709228515625, "learning_rate": 7e-05, "loss": 1.0728, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8, "eval_loss": 0.6992009282112122, "eval_runtime": 7.6052, "eval_samples_per_second": 493.082, "eval_steps_per_second": 7.758, "step": 666 }, { "epoch": 3.0, "grad_norm": 46.2913932800293, "learning_rate": 7e-05, "loss": 0.6245, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8312, "eval_loss": 0.548198401927948, "eval_runtime": 7.4769, "eval_samples_per_second": 501.544, "eval_steps_per_second": 7.891, "step": 999 }, { "epoch": 4.0, "grad_norm": 102.23623657226562, "learning_rate": 7e-05, "loss": 0.4586, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8552, "eval_loss": 0.46330058574676514, "eval_runtime": 11.0104, "eval_samples_per_second": 340.588, "eval_steps_per_second": 5.359, "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": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }