{ "best_metric": 0.9093333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0616/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": 58.05323791503906, "learning_rate": 0.00025, "loss": 1.4658, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8541333333333333, "eval_loss": 0.47440052032470703, "eval_runtime": 12.9839, "eval_samples_per_second": 288.82, "eval_steps_per_second": 4.544, "step": 333 }, { "epoch": 2.0, "grad_norm": 69.8543701171875, "learning_rate": 0.00019999999999999998, "loss": 0.3834, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8858666666666667, "eval_loss": 0.3671484887599945, "eval_runtime": 12.9195, "eval_samples_per_second": 290.259, "eval_steps_per_second": 4.567, "step": 666 }, { "epoch": 3.0, "grad_norm": 124.00447845458984, "learning_rate": 0.00015, "loss": 0.2173, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8930666666666667, "eval_loss": 0.33850058913230896, "eval_runtime": 13.0297, "eval_samples_per_second": 287.804, "eval_steps_per_second": 4.528, "step": 999 }, { "epoch": 4.0, "grad_norm": 47.014678955078125, "learning_rate": 9.999999999999999e-05, "loss": 0.1246, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9021333333333333, "eval_loss": 0.33687344193458557, "eval_runtime": 13.4855, "eval_samples_per_second": 278.077, "eval_steps_per_second": 4.375, "step": 1332 }, { "epoch": 5.0, "grad_norm": 39.29249954223633, "learning_rate": 4.9999999999999996e-05, "loss": 0.0774, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9093333333333333, "eval_loss": 0.31986188888549805, "eval_runtime": 13.1647, "eval_samples_per_second": 284.852, "eval_steps_per_second": 4.482, "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 }