File size: 1,203 Bytes
e8e478e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 |
import os
import sys
import logging
import functools
from termcolor import colored
@functools.lru_cache()
def create_logger(output_dir, dist_rank=0, name=''):
# create logger
logger = logging.getLogger(name)
logger.setLevel(logging.DEBUG)
logger.propagate = False
# create formatter
fmt = '[%(asctime)s %(name)s] (%(filename)s %(lineno)d): %(levelname)s %(message)s'
color_fmt = colored('[%(asctime)s %(name)s]', 'green') + \
colored('(%(filename)s %(lineno)d)', 'yellow') + ': %(levelname)s %(message)s'
# create console handlers for master process
if dist_rank == 0:
console_handler = logging.StreamHandler(sys.stdout)
console_handler.setLevel(logging.DEBUG)
console_handler.setFormatter(
logging.Formatter(fmt=color_fmt, datefmt='%Y-%m-%d %H:%M:%S'))
logger.addHandler(console_handler)
# create file handlers
file_handler = logging.FileHandler(os.path.join(output_dir, f'log_rank{dist_rank}.txt'), mode='a')
file_handler.setLevel(logging.DEBUG)
file_handler.setFormatter(logging.Formatter(fmt=fmt, datefmt='%Y-%m-%d %H:%M:%S'))
logger.addHandler(file_handler)
return logger
|