import logging # from pytorch_lightning.utilities import rank_zero_only def init_base_pylogger(): """Initializes base python command line logger.""" logging.basicConfig( level=logging.WARNING, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", handlers=[logging.StreamHandler()], ) def get_pylogger(name=__name__) -> logging.Logger: """Initializes multi-GPU-friendly python command line logger.""" if not logging.root.handlers: init_base_pylogger() logger = logging.getLogger(name) logger.setLevel(logging.DEBUG) # 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