{ "best_metric": 0.8842666666666666, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0790/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 209.1461944580078, "learning_rate": 0.0001, "loss": 2.8873, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7122666666666667, "eval_loss": 1.1274263858795166, "eval_runtime": 7.35, "eval_samples_per_second": 510.203, "eval_steps_per_second": 8.027, "step": 333 }, { "epoch": 2.0, "grad_norm": 41.21769714355469, "learning_rate": 0.0001, "loss": 0.797, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8277333333333333, "eval_loss": 0.582065999507904, "eval_runtime": 7.5598, "eval_samples_per_second": 496.046, "eval_steps_per_second": 7.804, "step": 666 }, { "epoch": 3.0, "grad_norm": 114.63006591796875, "learning_rate": 0.0001, "loss": 0.4944, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8685333333333334, "eval_loss": 0.4570496380329132, "eval_runtime": 7.5591, "eval_samples_per_second": 496.094, "eval_steps_per_second": 7.805, "step": 999 }, { "epoch": 4.0, "grad_norm": 82.4994125366211, "learning_rate": 0.0001, "loss": 0.3476, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8776, "eval_loss": 0.4039926528930664, "eval_runtime": 7.558, "eval_samples_per_second": 496.163, "eval_steps_per_second": 7.806, "step": 1332 }, { "epoch": 5.0, "grad_norm": 64.44688415527344, "learning_rate": 0.0001, "loss": 0.2494, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8842666666666666, "eval_loss": 0.41334474086761475, "eval_runtime": 7.6288, "eval_samples_per_second": 491.559, "eval_steps_per_second": 7.734, "step": 1665 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }