import logging from lightning.pytorch.utilities import rank_zero_only def get_pylogger(name: str = __name__) -> logging.Logger: """Initializes a multi-GPU-friendly python command line logger. :param name: The name of the logger, defaults to ``__name__``. :return: A logger object. """ logger = logging.getLogger(name) # this ensures all logging levels get marked with the rank zero decorator # otherwise logs would get multiplied for each GPU process in multi-GPU setup logging_levels = ("debug", "info", "warning", "error", "exception", "fatal", "critical") for level in logging_levels: setattr(logger, level, rank_zero_only(getattr(logger, level))) return logger