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fix for tensorboard visualization slowing execution even when it is off

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apparently tensorflow still collect summary data even when no summary FileWriter is defined.
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Gal Leibovich
2018-02-17 12:42:59 +02:00
parent 72d34f4063
commit 16c5032735
1 changed files with 2 additions and 1 deletions
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3
architectures/tensorflow_components/architecture.py
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@@ -90,7 +90,8 @@ class TensorFlowArchitecture(Architecture):
for idx, var in enumerate(self.trainable_weights): for idx, var in enumerate(self.trainable_weights):
placeholder = tf.placeholder(tf.float32, shape=var.get_shape(), name=str(idx) + '_holder') placeholder = tf.placeholder(tf.float32, shape=var.get_shape(), name=str(idx) + '_holder')
self.weights_placeholders.append(placeholder) self.weights_placeholders.append(placeholder)
variable_summaries(var) if self.tp.visualization.tensorboard:
variable_summaries(var)
self.update_weights_from_list = [weights.assign(holder) for holder, weights in self.update_weights_from_list = [weights.assign(holder) for holder, weights in
zip(self.weights_placeholders, self.trainable_weights)] zip(self.weights_placeholders, self.trainable_weights)]