{ "best_metric": 0.8568, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0001/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": 122.5978775024414, "learning_rate": 5e-05, "loss": 3.6057, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.5549333333333333, "eval_loss": 2.8529181480407715, "eval_runtime": 8.8721, "eval_samples_per_second": 422.673, "eval_steps_per_second": 6.65, "step": 333 }, { "epoch": 2.0, "grad_norm": 121.85791778564453, "learning_rate": 5e-05, "loss": 1.6065, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7808, "eval_loss": 0.8284004926681519, "eval_runtime": 8.7392, "eval_samples_per_second": 429.103, "eval_steps_per_second": 6.751, "step": 666 }, { "epoch": 3.0, "grad_norm": 122.82916259765625, "learning_rate": 5e-05, "loss": 0.6737, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8445333333333334, "eval_loss": 0.5419943332672119, "eval_runtime": 8.9013, "eval_samples_per_second": 421.288, "eval_steps_per_second": 6.628, "step": 999 }, { "epoch": 4.0, "grad_norm": 112.63838195800781, "learning_rate": 5e-05, "loss": 0.4569, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8568, "eval_loss": 0.458485871553421, "eval_runtime": 8.8728, "eval_samples_per_second": 422.64, "eval_steps_per_second": 6.65, "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 }