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Gpu selection #145

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30db4eb
Update tfprocess.py
OfekShochat Mar 14, 2021
3cf04f9
Update tfprocess.py
OfekShochat Mar 14, 2021
d0c0632
Update tfprocess.py
OfekShochat Mar 14, 2021
5978c90
Update tfprocess.py
OfekShochat May 24, 2021
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7 changes: 6 additions & 1 deletion tf/tfprocess.py
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Original file line number Diff line number Diff line change
Expand Up @@ -159,10 +159,15 @@ def __init__(self, cfg):
self.renorm_max_d = self.cfg['training'].get('renorm_max_d', 0)
self.renorm_momentum = self.cfg['training'].get(
'renorm_momentum', 0.99)

if self.cfg['gpu'] == 'all':
self.strategy = tf.distribute.MirroredStrategy()
tf.distribute.experimental_set_strategy(self.strategy)
elif self.cfg['gpu'].__contains__(','):
gpus = tf.config.experimental.list_physical_devices('GPU')
for i in self.cfg['gpu'].split(","):
tf.config.experimental.set_visible_devices(gpus[int(i)],
'GPU')
else:
gpus = tf.config.experimental.list_physical_devices('GPU')
print(gpus)
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