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Commit 5a0f967b authored by Bar's avatar Bar Committed by Neta Zmora
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Log pip freeze (#266)

Log the version of all the python packages active in the python environment (instead of the the version of numpy and pytorch).
This helps in recreating experiments, if you're not using the default versions prescribed in requirements.txt.
parent 31536873
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...@@ -22,11 +22,13 @@ you want to understand the environment in which you execute the training. ...@@ -22,11 +22,13 @@ you want to understand the environment in which you execute the training.
import logging import logging
import logging.config import logging.config
import operator
import os import os
import platform import platform
import shutil import shutil
import sys import sys
import time import time
import pkg_resources
from git import Repo, InvalidGitRepositoryError from git import Repo, InvalidGitRepositoryError
import numpy as np import numpy as np
...@@ -83,8 +85,10 @@ def log_execution_env_state(config_paths=None, logdir=None, gitroot='.'): ...@@ -83,8 +85,10 @@ def log_execution_env_state(config_paths=None, logdir=None, gitroot='.'):
if HAVE_LSB: if HAVE_LSB:
logger.debug("OS: %s", lsb_release.get_lsb_information()['DESCRIPTION']) logger.debug("OS: %s", lsb_release.get_lsb_information()['DESCRIPTION'])
logger.debug("Python: %s", sys.version) logger.debug("Python: %s", sys.version)
logger.debug("PyTorch: %s", torch.__version__) def _pip_freeze():
logger.debug("Numpy: %s", np.__version__) return {x.key:x.version for x in sorted(pkg_resources.working_set,
key=operator.attrgetter('key'))}
logger.debug("pip freeze: {}".format(_pip_freeze()))
log_git_state() log_git_state()
logger.debug("Command line: %s", " ".join(sys.argv)) logger.debug("Command line: %s", " ".join(sys.argv))
......
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