def METHOD_NAME():
    parser = argparse.ArgumentParser()
    parser.add_argument("--model_dir", default="build/result/nnUNet/3d_fullres/Task043_BraTS2019/nnUNetTrainerV2__nnUNetPlansv2.mlperf.1",
        help="Path to the directory containing plans.pkl")
    parser.add_argument("--raw_data_dir", default="build/raw_data/nnUNet_raw_data/Task043_BraTS2019/imagesTr",
        help="Path to the directory containing raw nii.gz files")
    parser.add_argument("--preprocessed_data_dir", default="build/preprocessed_data", help="Path to the directory containing preprocessed data")
    parser.add_argument("--validation_fold_file", default="folds/fold1_validation.txt", help="Path to the txt file storing all the sample names for the validation fold")
    parser.add_argument("--num_threads_preprocessing", type=int, default=12, help="Number of threads to run the preprocessing with")
    args = parser.parse_args()
    return args