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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 | |