# Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved. import logging import os import sys __all__ = ['setup_logger'] # reference from: https://github.com/facebookresearch/maskrcnn-benchmark/blob/master/maskrcnn_benchmark/utils/logger.py def setup_logger(name, save_dir, distributed_rank, filename="log.txt", mode='w'): logger = logging.getLogger(name) logger.setLevel(logging.DEBUG) # don't log results for the non-master process if distributed_rank > 0: return logger ch = logging.StreamHandler(stream=sys.stdout) ch.setLevel(logging.DEBUG) formatter = logging.Formatter("%(asctime)s %(name)s %(levelname)s: %(message)s") ch.setFormatter(formatter) logger.addHandler(ch) if save_dir: if not os.path.exists(save_dir): os.makedirs(save_dir) fh = logging.FileHandler(os.path.join(save_dir, filename), mode=mode) # 'a+' for add, 'w' for overwrite fh.setLevel(logging.DEBUG) fh.setFormatter(formatter) logger.addHandler(fh) return logger