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Add warning on --gpus without detected CUDA version (see issue #24)

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allegroai 2020-06-18 01:52:58 +03:00
parent 1736d205bb
commit 257dd95401
1 changed files with 27 additions and 4 deletions
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31
trains_agent/commands/worker.py
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@ -396,7 +396,7 @@ class Worker(ServiceCommandSection):
""" """
if kwargs.get('services_mode'): if kwargs.get('services_mode'):
kwargs['cpu_only'] = True kwargs['cpu_only'] = True
kwargs['docker'] = kwargs.get('docker', []) kwargs['docker'] = kwargs.get('docker') or []
kwargs['gpus'] = None kwargs['gpus'] = None
return kwargs return kwargs
@ -678,6 +678,10 @@ class Worker(ServiceCommandSection):
self._standalone_mode = kwargs.get('standalone_mode', False) self._standalone_mode = kwargs.get('standalone_mode', False)
self._services_mode = kwargs.get('services_mode', False) self._services_mode = kwargs.get('services_mode', False)
# must have docker in services_mode
if self._services_mode:
kwargs = self._verify_command_states(kwargs)
docker = docker or kwargs.get('docker')
# make sure we only have a single instance, # make sure we only have a single instance,
# also make sure we set worker_id properly and cache folders # also make sure we set worker_id properly and cache folders
@ -714,6 +718,22 @@ class Worker(ServiceCommandSection):
self.set_docker_variables(docker) self.set_docker_variables(docker)
else: else:
self.dump_config() self.dump_config()
# only in none docker we have to make sure we have CUDA setup
# make sure we have CUDA set if we have --gpus
if kwargs.get('gpus') and self._session.config.get('agent.cuda_version', None) in (None, 0, '0'):
message = 'Running with GPUs but no CUDA version was detected!\n' \
'\tSet OS environemnt CUDA_VERSION & CUDNN_VERSION to the correct version\n' \
'\tExample: export CUDA_VERSION=10.1 or (Windows: set CUDA_VERSION=10.1)'
if is_conda(self._session.config):
self._unregister(queues)
safe_remove_file(self.temp_config_path)
raise ValueError(message)
else:
warning(message+'\n')
if self._services_mode:
print('Trains-Agent running in services mode')
self._daemon_foreground = foreground self._daemon_foreground = foreground
if not foreground: if not foreground:
@ -1713,7 +1733,7 @@ class Worker(ServiceCommandSection):
if self._session.debug_mode and temp_file: if self._session.debug_mode and temp_file:
rm_file(temp_file.name) rm_file(temp_file.name)
# call post installation callback # call post installation callback
requirements_manager.post_install() requirements_manager.post_install(self._session)
# mark as successful installation # mark as successful installation
repo_requirements_installed = True repo_requirements_installed = True
@ -2208,8 +2228,11 @@ class Worker(ServiceCommandSection):
def set_uid(self, user_uid, user_gid): def set_uid(self, user_uid, user_gid):
from pwd import getpwnam from pwd import getpwnam
self.uid = getpwnam(user_uid).pw_uid try:
self.gid = getpwnam(user_gid).pw_gid self.uid = getpwnam(user_uid).pw_uid
self.gid = getpwnam(user_gid).pw_gid
except Exception:
raise ValueError("Could not find requested user uid={} gid={}".format(user_uid, user_gid))
def _change_uid(self): def _change_uid(self):
os.setgid(self.gid) os.setgid(self.gid)