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Change string manipulation for gradient summaries. #928

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Change string manipulation for gradient summaries. #928

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7 changes: 3 additions & 4 deletions edward/inferences/variational_inference.py
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Original file line number Diff line number Diff line change
Expand Up @@ -71,11 +71,10 @@ def initialize(self, optimizer=None, var_list=None, use_prettytensor=False,
tf.summary.scalar("loss", self.loss, collections=[self._summary_key])
for grad, var in grads_and_vars:
# replace colons which are an invalid character
tf.summary.histogram("gradient/" +
var.name.replace(':', '/'),
var_name = var.name.replace(':', '/')
tf.summary.histogram("gradient/{}".format(var_name),
grad, collections=[self._summary_key])
tf.summary.scalar("gradient_norm/" +
var.name.replace(':', '/'),
tf.summary.scalar("gradient_norm/{}".format(var_name),
tf.norm(grad), collections=[self._summary_key])

self.summarize = tf.summary.merge_all(key=self._summary_key)
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