def METHOD_NAME():
    """Parse commandline."""
    parser = argparse.ArgumentParser()
    parser.add_argument("--mlperf-accuracy-file", required=True, help="path to mlperf_log_accuracy.json")
    parser.add_argument("--day-23-file", default=None,
        help="path to day_23 file. If present, it is assumed that the accuracy log contains only the prediction, not the ground truth label.")
    parser.add_argument("--aggregation-trace-file", default=None,
        help="path to dlrm_trace_of_aggregated_samples.txt. Only needed if --day-23-file is specified")
    parser.add_argument("--verbose", action="store_true", help="verbose messages")
    parser.add_argument("--dtype", default="float32", choices=["float32", "int32", "int64"], help="data type of the label")
    args = parser.parse_args()
    return args