import logging import os import sys from paddle.imperative import ParallelEnv def setup_logger(output=None, name="ppgan"): """ Initialize the detectron2 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) logger.setLevel(logging.DEBUG) logger.propagate = False plain_formatter = logging.Formatter( "[%(asctime)s] %(name)s %(levelname)s: %(message)s", datefmt="%m/%d %H:%M:%S" ) # stdout logging: master only local_rank = ParallelEnv().local_rank if local_rank == 0: ch = logging.StreamHandler(stream=sys.stdout) ch.setLevel(logging.DEBUG) formatter = plain_formatter 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) # PathManager.mkdirs(os.path.dirname(filename)) os.makedirs(os.path.dirname(filename), exist_ok=True) # fh = logging.StreamHandler(_cached_log_stream(filename) fh = logging.FileHandler(filename, mode='a') fh.setLevel(logging.DEBUG) fh.setFormatter(plain_formatter) logger.addHandler(fh) return logger