blob: 95d865a175620c9421008335e184406dc302e952 (
plain)
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
36
37
38
39
40
41
|
import logging
import os
EPOCH_LOGGER = 'epoch_logger'
BATCH_LOGGER = 'batch_logger'
def setup_logging(name="log",
filename=None,
stream_log_level="INFO",
file_log_level="INFO"):
logger = logging.getLogger(name)
logger.setLevel("INFO")
formatter = logging.Formatter(
'%(asctime)s.%(msecs)03d,%(name)s,%(message)s', '%Y-%m-%d %H:%M:%S'
)
stream_handler = logging.StreamHandler()
stream_handler.setLevel(getattr(logging, stream_log_level))
stream_handler.setFormatter(formatter)
logger.addHandler(stream_handler)
if filename is not None:
os.makedirs(os.path.dirname(filename), exist_ok=True)
file_handler = logging.FileHandler(filename)
file_handler.setLevel(getattr(logging, file_log_level))
file_handler.setFormatter(formatter)
logger.addHandler(file_handler)
return logger
def training_log(name):
def log_this(function):
logger = logging.getLogger(name)
def wrapper(*args, **kwargs):
output = function(*args, **kwargs)
logger.info(','.join(map(str, output.values())))
return output
return wrapper
return log_this
|