{ "best_metric": 0.8805333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0665/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 123.0774154663086, "learning_rate": 9e-05, "loss": 2.9459, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6637333333333333, "eval_loss": 1.270351767539978, "eval_runtime": 7.3962, "eval_samples_per_second": 507.019, "eval_steps_per_second": 7.977, "step": 333 }, { "epoch": 2.0, "grad_norm": 86.83295440673828, "learning_rate": 9e-05, "loss": 0.8686, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8112, "eval_loss": 0.6414398550987244, "eval_runtime": 7.8391, "eval_samples_per_second": 478.37, "eval_steps_per_second": 7.526, "step": 666 }, { "epoch": 3.0, "grad_norm": 138.65682983398438, "learning_rate": 9e-05, "loss": 0.538, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8472, "eval_loss": 0.5264055132865906, "eval_runtime": 7.8162, "eval_samples_per_second": 479.771, "eval_steps_per_second": 7.548, "step": 999 }, { "epoch": 4.0, "grad_norm": 66.83769989013672, "learning_rate": 9e-05, "loss": 0.3964, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8610666666666666, "eval_loss": 0.46882063150405884, "eval_runtime": 7.9395, "eval_samples_per_second": 472.322, "eval_steps_per_second": 7.431, "step": 1332 }, { "epoch": 5.0, "grad_norm": 39.67259979248047, "learning_rate": 9e-05, "loss": 0.3026, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.868, "eval_loss": 0.4378727972507477, "eval_runtime": 7.4451, "eval_samples_per_second": 503.687, "eval_steps_per_second": 7.925, "step": 1665 }, { "epoch": 6.0, "grad_norm": 50.348262786865234, "learning_rate": 9e-05, "loss": 0.249, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8722666666666666, "eval_loss": 0.4343445301055908, "eval_runtime": 7.9096, "eval_samples_per_second": 474.11, "eval_steps_per_second": 7.459, "step": 1998 }, { "epoch": 7.0, "grad_norm": 138.31192016601562, "learning_rate": 9e-05, "loss": 0.1874, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8805333333333333, "eval_loss": 0.43430182337760925, "eval_runtime": 7.9, "eval_samples_per_second": 474.686, "eval_steps_per_second": 7.468, "step": 2331 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 5.7235004676864e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }