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batchnorm fixes + disabling batchnorm in DDPG (#353)

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Co-authored-by: James Casbon <casbon+gh@gmail.com>
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Gal Leibovich
2019-06-23 11:28:22 +03:00
committed by GitHub
parent 7b5d6a3f03
commit d6795bd524
22 changed files with 105 additions and 50 deletions
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3
rl_coach/architectures/tensorflow_components/layers.py
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@@ -26,6 +26,9 @@ from rl_coach.architectures.tensorflow_components import utils
def batchnorm_activation_dropout(input_layer, batchnorm, activation_function, dropout_rate, is_training, name):
layers = [input_layer]
# Rationale: passing a bool here will mean that batchnorm and or activation will never activate
assert not isinstance(is_training, bool)
# batchnorm
if batchnorm:
layers.append(