{ "best_metric": 0.8394666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0018/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": 90.74603271484375, "learning_rate": 5e-05, "loss": 3.6459, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.5472, "eval_loss": 2.9521560668945312, "eval_runtime": 5.3795, "eval_samples_per_second": 697.085, "eval_steps_per_second": 10.967, "step": 333 }, { "epoch": 2.0, "grad_norm": 215.66773986816406, "learning_rate": 5e-05, "loss": 1.652, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.764, "eval_loss": 0.9053675532341003, "eval_runtime": 5.3254, "eval_samples_per_second": 704.174, "eval_steps_per_second": 11.079, "step": 666 }, { "epoch": 3.0, "grad_norm": 132.63424682617188, "learning_rate": 5e-05, "loss": 0.7872, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8208, "eval_loss": 0.6271626353263855, "eval_runtime": 5.3985, "eval_samples_per_second": 694.635, "eval_steps_per_second": 10.929, "step": 999 }, { "epoch": 4.0, "grad_norm": 250.75367736816406, "learning_rate": 5e-05, "loss": 0.5824, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8394666666666667, "eval_loss": 0.5343669056892395, "eval_runtime": 5.3888, "eval_samples_per_second": 695.885, "eval_steps_per_second": 10.949, "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 }