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- # Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
- #
- # Licensed under the Apache License, Version 2.0 (the "License");
- # you may not use this file except in compliance with the License.
- # You may obtain a copy of the License at
- #
- # http://www.apache.org/licenses/LICENSE-2.0
- #
- # Unless required by applicable law or agreed to in writing, software
- # distributed under the License is distributed on an "AS IS" BASIS,
- # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- # See the License for the specific language governing permissions and
- # limitations under the License.
- import logging
- import os
- import sys
- import paddle.distributed as dist
- __all__ = ['setup_logger']
- logger_initialized = []
- def setup_logger(name="ppdet", output=None):
- """
- Initialize logger and set its verbosity level to INFO.
- Args:
- output (str): a file name or a directory to save log. If None, will not save log file.
- If ends with ".txt" or ".log", assumed to be a file name.
- Otherwise, logs will be saved to `output/log.txt`.
- name (str): the root module name of this logger
- Returns:
- logging.Logger: a logger
- """
- logger = logging.getLogger(name)
- if name in logger_initialized:
- return logger
- logger.setLevel(logging.INFO)
- logger.propagate = False
- formatter = logging.Formatter(
- "[%(asctime)s] %(name)s %(levelname)s: %(message)s",
- datefmt="%m/%d %H:%M:%S")
- # stdout logging: master only
- local_rank = dist.get_rank()
- if local_rank == 0:
- ch = logging.StreamHandler(stream=sys.stdout)
- ch.setLevel(logging.DEBUG)
- ch.setFormatter(formatter)
- logger.addHandler(ch)
- # file logging: all workers
- if output is not None:
- if output.endswith(".txt") or output.endswith(".log"):
- filename = output
- else:
- filename = os.path.join(output, "log.txt")
- if local_rank > 0:
- filename = filename + ".rank{}".format(local_rank)
- os.makedirs(os.path.dirname(filename))
- fh = logging.FileHandler(filename, mode='a')
- fh.setLevel(logging.DEBUG)
- fh.setFormatter(logging.Formatter())
- logger.addHandler(fh)
- logger_initialized.append(name)
- return logger
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