import logging from pytorch_lightning.utilities import rank_zero_only def get_pylogger(name=__name__) -> logging.Logger: """Initializes multi-GPU-friendly python command line logger.""" 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