{ "best_metric": 0.8837333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0756/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 33.528778076171875, "learning_rate": 9.698463103929542e-05, "loss": 2.8404, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7002666666666667, "eval_loss": 1.1113290786743164, "eval_runtime": 5.3734, "eval_samples_per_second": 697.882, "eval_steps_per_second": 10.98, "step": 333 }, { "epoch": 2.0, "grad_norm": 192.3518524169922, "learning_rate": 8.83022221559489e-05, "loss": 0.7962, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8274666666666667, "eval_loss": 0.5882378220558167, "eval_runtime": 5.2394, "eval_samples_per_second": 715.734, "eval_steps_per_second": 11.261, "step": 666 }, { "epoch": 3.0, "grad_norm": 176.70057678222656, "learning_rate": 7.500000000000001e-05, "loss": 0.4966, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8562666666666666, "eval_loss": 0.47668713331222534, "eval_runtime": 5.2487, "eval_samples_per_second": 714.462, "eval_steps_per_second": 11.241, "step": 999 }, { "epoch": 4.0, "grad_norm": 77.66934967041016, "learning_rate": 5.868240888334653e-05, "loss": 0.3652, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8690666666666667, "eval_loss": 0.4447057247161865, "eval_runtime": 5.4015, "eval_samples_per_second": 694.251, "eval_steps_per_second": 10.923, "step": 1332 }, { "epoch": 5.0, "grad_norm": 108.84664154052734, "learning_rate": 4.131759111665349e-05, "loss": 0.2882, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8672, "eval_loss": 0.43080785870552063, "eval_runtime": 5.2426, "eval_samples_per_second": 715.3, "eval_steps_per_second": 11.254, "step": 1665 }, { "epoch": 6.0, "grad_norm": 76.30027770996094, "learning_rate": 2.500000000000001e-05, "loss": 0.2413, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8808, "eval_loss": 0.3895798921585083, "eval_runtime": 5.2495, "eval_samples_per_second": 714.353, "eval_steps_per_second": 11.239, "step": 1998 }, { "epoch": 7.0, "grad_norm": 68.49740600585938, "learning_rate": 1.1697777844051105e-05, "loss": 0.2056, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8773333333333333, "eval_loss": 0.394468754529953, "eval_runtime": 5.2606, "eval_samples_per_second": 712.849, "eval_steps_per_second": 11.215, "step": 2331 }, { "epoch": 8.0, "grad_norm": 154.12335205078125, "learning_rate": 3.0153689607045845e-06, "loss": 0.1934, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.8837333333333334, "eval_loss": 0.38185036182403564, "eval_runtime": 5.5213, "eval_samples_per_second": 679.185, "eval_steps_per_second": 10.686, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 6.5411433916416e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }