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-rw-r--r--tensorflow/contrib/distributions/python/ops/bijectors/masked_autoregressive.py8
1 files changed, 3 insertions, 5 deletions
diff --git a/tensorflow/contrib/distributions/python/ops/bijectors/masked_autoregressive.py b/tensorflow/contrib/distributions/python/ops/bijectors/masked_autoregressive.py
index b8f2a4b2c7..296e66f2b2 100644
--- a/tensorflow/contrib/distributions/python/ops/bijectors/masked_autoregressive.py
+++ b/tensorflow/contrib/distributions/python/ops/bijectors/masked_autoregressive.py
@@ -514,9 +514,8 @@ def masked_autoregressive_default_template(
Masked Autoencoder for Distribution Estimation. In _International
Conference on Machine Learning_, 2015. https://arxiv.org/abs/1502.03509
"""
-
- with ops.name_scope(name, "masked_autoregressive_default_template",
- values=[log_scale_min_clip, log_scale_max_clip]):
+ name = name or "masked_autoregressive_default_template"
+ with ops.name_scope(name, values=[log_scale_min_clip, log_scale_max_clip]):
def _fn(x):
"""MADE parameterized via `masked_autoregressive_default_template`."""
# TODO(b/67594795): Better support of dynamic shape.
@@ -552,8 +551,7 @@ def masked_autoregressive_default_template(
else _clip_by_value_preserve_grad)
log_scale = which_clip(log_scale, log_scale_min_clip, log_scale_max_clip)
return shift, log_scale
- return template_ops.make_template(
- "masked_autoregressive_default_template", _fn)
+ return template_ops.make_template(name, _fn)
@deprecation.deprecated(