def METHOD_NAME():
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument(
        '--config_path',
        type=str,
        default=None,
        help="path of compression strategy config.",
        required=True)
    parser.add_argument(
        '--analysis_file',
        type=str,
        default='sensitivity_0.data',
        help="directory to save compressed model.")
    parser.add_argument(
        '--pruned_ratios',
        nargs='+',
        type=float,
        default=[0.1, 0.2, 0.3, 0.4],
        help="The ratios to be pruned when compute sensitivity.")
    parser.add_argument(
        '--target_loss',
        type=float,
        default=0.2,
        help="use the target loss to get prune ratio of each parameter")
    return parser