def METHOD_NAME(config: Coqpit = None):
    """Initialization of a training run."""
    parser = init_arguments()
    args = parser.parse_known_args()
    config, OUT_PATH, AUDIO_PATH, c_logger, dashboard_logger = process_args(args, config)
    return args[0], config, OUT_PATH, AUDIO_PATH, c_logger, dashboard_logger