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Fix docker CUDA support

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This commit is contained in:
allegroai 2019-12-15 00:03:39 +02:00
parent 3a301b0b6c
commit 24329a21fe
1 changed files with 4 additions and 2 deletions
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6
trains_agent/session.py
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@ -99,10 +99,12 @@ class Session(_Session):
if not self.config.get('api.host', None) and self.config.get('api.api_server', None): if not self.config.get('api.host', None) and self.config.get('api.api_server', None):
self.config['api']['host'] = self.config.get('api.api_server') self.config['api']['host'] = self.config.get('api.api_server')
# initialize nvidia visibility variable # initialize nvidia visibility variables
os.environ['CUDA_DEVICE_ORDER'] = "PCI_BUS_ID" os.environ['CUDA_DEVICE_ORDER'] = "PCI_BUS_ID"
if os.environ.get('NVIDIA_VISIBLE_DEVICES') and not os.environ.get('CUDA_VISIBLE_DEVICES'): if os.environ.get('NVIDIA_VISIBLE_DEVICES') and not os.environ.get('CUDA_VISIBLE_DEVICES'):
os.environ['CUDA_VISIBLE_DEVICES'] = os.environ.get('NVIDIA_VISIBLE_DEVICES') # do not create CUDA_VISIBLE_DEVICES if it doesn't exist, it breaks TF/PyTotch CUDA detection
# os.environ['CUDA_VISIBLE_DEVICES'] = os.environ.get('NVIDIA_VISIBLE_DEVICES')
pass
elif os.environ.get('CUDA_VISIBLE_DEVICES') and not os.environ.get('NVIDIA_VISIBLE_DEVICES'): elif os.environ.get('CUDA_VISIBLE_DEVICES') and not os.environ.get('NVIDIA_VISIBLE_DEVICES'):
os.environ['NVIDIA_VISIBLE_DEVICES'] = os.environ.get('CUDA_VISIBLE_DEVICES') os.environ['NVIDIA_VISIBLE_DEVICES'] = os.environ.get('CUDA_VISIBLE_DEVICES')