Update generated Python Op docs.

Change: 123264022

430 files changed, 93 insertions, 93 deletions

diff --git a/tensorflow/g3doc/api_docs/python/contrib.distributions.md b/tensorflow/g3doc/api_docs/python/contrib.distributions.md
index 760335eafc..d76098b700 100644
--- a/tensorflow/g3doc/api_docs/python/contrib.distributions.md
+++ b/tensorflow/g3doc/api_docs/python/contrib.distributions.md
@@ -1338,9 +1338,9 @@ Variance of each batch member.
 
 - - -
 
-### `class tf.contrib.distributions.Gaussian` {#Gaussian}
+### `class tf.contrib.distributions.Normal` {#Normal}
 
-The scalar Gaussian distribution with mean and stddev parameters mu, sigma.
+The scalar Normal distribution with mean and stddev parameters mu, sigma.
 
 #### Mathematical details
 
@@ -1353,15 +1353,15 @@ The PDF of this distribution is:
 Examples of initialization of one or a batch of distributions.
 
 ```python
-# Define a single scalar Gaussian distribution.
-dist = tf.contrib.distributions.Gaussian(mu=0, sigma=3)
+# Define a single scalar Normal distribution.
+dist = tf.contrib.distributions.Normal(mu=0, sigma=3)
 
 # Evaluate the cdf at 1, returning a scalar.
 dist.cdf(1)
 
-# Define a batch of two scalar valued Gaussians.
+# Define a batch of two scalar valued Normals.
 # The first has mean 1 and standard deviation 11, the second 2 and 22.
-dist = tf.contrib.distributions.Gaussian(mu=[1, 2.], sigma=[11, 22.])
+dist = tf.contrib.distributions.Normal(mu=[1, 2.], sigma=[11, 22.])
 
 # Evaluate the pdf of the first distribution on 0, and the second on 1.5,
 # returning a length two tensor.
@@ -1374,9 +1374,9 @@ dist.sample(3)
 Arguments are broadcast when possible.
 
 ```python
-# Define a batch of two scalar valued Gaussians.
+# Define a batch of two scalar valued Normals.
 # Both have mean 1, but different standard deviations.
-dist = tf.contrib.distributions.Gaussian(mu=1, sigma=[11, 22.])
+dist = tf.contrib.distributions.Normal(mu=1, sigma=[11, 22.])
 
 # Evaluate the pdf of both distributions on the same point, 3.0,
 # returning a length 2 tensor.
@@ -1384,9 +1384,9 @@ dist.pdf(3.0)
 ```
 - - -
 
-#### `tf.contrib.distributions.Gaussian.__init__(mu, sigma, name=None)` {#Gaussian.__init__}
+#### `tf.contrib.distributions.Normal.__init__(mu, sigma, name=None)` {#Normal.__init__}
 
-Construct Gaussian distributions with mean and stddev `mu` and `sigma`.
+Construct Normal distributions with mean and stddev `mu` and `sigma`.
 
 The parameters `mu` and `sigma` must be shaped in a way that supports
 broadcasting (e.g. `mu + sigma` is a valid operation).
@@ -1407,9 +1407,9 @@ broadcasting (e.g. `mu + sigma` is a valid operation).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.cdf(x, name=None)` {#Gaussian.cdf}
+#### `tf.contrib.distributions.Normal.cdf(x, name=None)` {#Normal.cdf}
 
-CDF of observations in `x` under these Gaussian distribution(s).
+CDF of observations in `x` under these Normal distribution(s).
 
 ##### Args:
 
@@ -1425,16 +1425,16 @@ CDF of observations in `x` under these Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.dtype` {#Gaussian.dtype}
+#### `tf.contrib.distributions.Normal.dtype` {#Normal.dtype}
 
 
 
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.entropy(name=None)` {#Gaussian.entropy}
+#### `tf.contrib.distributions.Normal.entropy(name=None)` {#Normal.entropy}
 
-The entropy of Gaussian distribution(s).
+The entropy of Normal distribution(s).
 
 ##### Args:
 
@@ -1449,16 +1449,16 @@ The entropy of Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.is_reparameterized` {#Gaussian.is_reparameterized}
+#### `tf.contrib.distributions.Normal.is_reparameterized` {#Normal.is_reparameterized}
 
 
 
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.log_cdf(x, name=None)` {#Gaussian.log_cdf}
+#### `tf.contrib.distributions.Normal.log_cdf(x, name=None)` {#Normal.log_cdf}
 
-Log CDF of observations `x` under these Gaussian distribution(s).
+Log CDF of observations `x` under these Normal distribution(s).
 
 ##### Args:
 
@@ -1474,9 +1474,9 @@ Log CDF of observations `x` under these Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.log_pdf(x, name=None)` {#Gaussian.log_pdf}
+#### `tf.contrib.distributions.Normal.log_pdf(x, name=None)` {#Normal.log_pdf}
 
-Log pdf of observations in `x` under these Gaussian distribution(s).
+Log pdf of observations in `x` under these Normal distribution(s).
 
 ##### Args:
 
@@ -1492,23 +1492,23 @@ Log pdf of observations in `x` under these Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.mean` {#Gaussian.mean}
+#### `tf.contrib.distributions.Normal.mean` {#Normal.mean}
 
 
 
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.mu` {#Gaussian.mu}
+#### `tf.contrib.distributions.Normal.mu` {#Normal.mu}
 
 
 
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.pdf(x, name=None)` {#Gaussian.pdf}
+#### `tf.contrib.distributions.Normal.pdf(x, name=None)` {#Normal.pdf}
 
-The PDF of observations in `x` under these Gaussian distribution(s).
+The PDF of observations in `x` under these Normal distribution(s).
 
 ##### Args:
 
@@ -1524,9 +1524,9 @@ The PDF of observations in `x` under these Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.sample(n, seed=None, name=None)` {#Gaussian.sample}
+#### `tf.contrib.distributions.Normal.sample(n, seed=None, name=None)` {#Normal.sample}
 
-Sample `n` observations from the Gaussian Distributions.
+Sample `n` observations from the Normal Distributions.
 
 ##### Args:
 
@@ -1544,7 +1544,7 @@ Sample `n` observations from the Gaussian Distributions.
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.sigma` {#Gaussian.sigma}
+#### `tf.contrib.distributions.Normal.sigma` {#Normal.sigma}
 
 
 
@@ -2443,26 +2443,26 @@ probability includes a combinatorial coefficient.
 Functions that transform conjugate prior/likelihood pairs to distributions
 representing the posterior or posterior predictive.
 
-### Gaussian likelihood with conjugate prior.
+### Normal likelihood with conjugate prior.
 
 - - -
 
-### `tf.contrib.distributions.gaussian_conjugates_known_sigma_posterior(prior, sigma, s, n)` {#gaussian_conjugates_known_sigma_posterior}
+### `tf.contrib.distributions.normal_conjugates_known_sigma_posterior(prior, sigma, s, n)` {#normal_conjugates_known_sigma_posterior}
 
-Posterior Gaussian distribution with conjugate prior on the mean.
+Posterior Normal distribution with conjugate prior on the mean.
 
 This model assumes that `n` observations (with sum `s`) come from a
-Gaussian with unknown mean `mu` (described by the Gaussian `prior`)
+Normal with unknown mean `mu` (described by the Normal `prior`)
 and known variance `sigma^2`.  The "known sigma posterior" is
 the distribution of the unknown `mu`.
 
-Accepts a prior Gaussian distribution object, having parameters
+Accepts a prior Normal distribution object, having parameters
 `mu0` and `sigma0`, as well as known `sigma` values of the predictive
-distribution(s) (also assumed Gaussian),
+distribution(s) (also assumed Normal),
 and statistical estimates `s` (the sum(s) of the observations) and
 `n` (the number(s) of observations).
 
-Returns a posterior (also Gaussian) distribution object, with parameters
+Returns a posterior (also Normal) distribution object, with parameters
 `(mu', sigma'^2)`, where:
 
 ```
@@ -2477,7 +2477,7 @@ will broadcast in the case of multidimensional sets of parameters.
 ##### Args:
 
 
-*  <b>`prior`</b>: `Gaussian` object of type `dtype`:
+*  <b>`prior`</b>: `Normal` object of type `dtype`:
     the prior distribution having parameters `(mu0, sigma0)`.
 *  <b>`sigma`</b>: tensor of type `dtype`, taking values `sigma > 0`.
     The known stddev parameter(s).
@@ -2486,35 +2486,35 @@ will broadcast in the case of multidimensional sets of parameters.
 
 ##### Returns:
 
-  A new Gaussian posterior distribution object for the unknown observation
+  A new Normal posterior distribution object for the unknown observation
   mean `mu`.
 
 ##### Raises:
 
 
 *  <b>`TypeError`</b>: if dtype of `s` does not match `dtype`, or `prior` is not a
-    Gaussian object.
+    Normal object.
 
 
 - - -
 
-### `tf.contrib.distributions.gaussian_congugates_known_sigma_predictive(prior, sigma, s, n)` {#gaussian_congugates_known_sigma_predictive}
+### `tf.contrib.distributions.normal_congugates_known_sigma_predictive(prior, sigma, s, n)` {#normal_congugates_known_sigma_predictive}
 
-Posterior predictive Gaussian distribution w. conjugate prior on the mean.
+Posterior predictive Normal distribution w. conjugate prior on the mean.
 
 This model assumes that `n` observations (with sum `s`) come from a
-Gaussian with unknown mean `mu` (described by the Gaussian `prior`)
+Normal with unknown mean `mu` (described by the Normal `prior`)
 and known variance `sigma^2`.  The "known sigma predictive"
 is the distribution of new observations, conditioned on the existing
 observations and our prior.
 
-Accepts a prior Gaussian distribution object, having parameters
+Accepts a prior Normal distribution object, having parameters
 `mu0` and `sigma0`, as well as known `sigma` values of the predictive
-distribution(s) (also assumed Gaussian),
+distribution(s) (also assumed Normal),
 and statistical estimates `s` (the sum(s) of the observations) and
 `n` (the number(s) of observations).
 
-Calculates the Gaussian distribution(s) `p(x | sigma^2)`:
+Calculates the Normal distribution(s) `p(x | sigma^2)`:
 
 ```
   p(x | sigma^2) = int N(x | mu, sigma^2) N(mu | prior.mu, prior.sigma^2) dmu
@@ -2536,7 +2536,7 @@ will broadcast in the case of multidimensional sets of parameters.
 ##### Args:
 
 
-*  <b>`prior`</b>: `Gaussian` object of type `dtype`:
+*  <b>`prior`</b>: `Normal` object of type `dtype`:
     the prior distribution having parameters `(mu0, sigma0)`.
 *  <b>`sigma`</b>: tensor of type `dtype`, taking values `sigma > 0`.
     The known stddev parameter(s).
@@ -2545,12 +2545,12 @@ will broadcast in the case of multidimensional sets of parameters.
 
 ##### Returns:
 
-  A new Gaussian predictive distribution object.
+  A new Normal predictive distribution object.
 
 ##### Raises:
 
 
 *  <b>`TypeError`</b>: if dtype of `s` does not match `dtype`, or `prior` is not a
-    Gaussian object.
+    Normal object.
 
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.OpError.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.OpError.md
index c23014ad17..c23014ad17 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.OpError.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.OpError.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.add_check_numerics_ops.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.add_check_numerics_ops.md
index 9e72af79db..9e72af79db 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.add_check_numerics_ops.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.add_check_numerics_ops.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.all_variables.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.all_variables.md
index 904b99f321..904b99f321 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.all_variables.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.all_variables.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.argmax.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.argmax.md
index af0a2270a9..af0a2270a9 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.argmax.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.argmax.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.assert_less_equal.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.assert_less_equal.md
index d740746a61..d740746a61 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.assert_less_equal.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.assert_less_equal.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.assert_type.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.assert_type.md
index e98b9dc4af..e98b9dc4af 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.assert_type.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.assert_type.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.audio_summary.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.audio_summary.md
index a592378b88..a592378b88 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.audio_summary.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.audio_summary.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.batch_matrix_band_part.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.batch_matrix_band_part.md
index d9c208a460..d9c208a460 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.batch_matrix_band_part.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.batch_matrix_band_part.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.batch_matrix_determinant.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.batch_matrix_determinant.md
index 83f9503a4d..83f9503a4d 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.batch_matrix_determinant.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.batch_matrix_determinant.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.batch_matrix_diag_part.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.batch_matrix_diag_part.md
index 0eb431d7a9..0eb431d7a9 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.batch_matrix_diag_part.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.batch_matrix_diag_part.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.concat.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.concat.md
index c54a7503da..c54a7503da 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.concat.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.concat.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.contrib.copy_graph.get_copied_op.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.copy_graph.get_copied_op.md
index 9e5a2118fd..9e5a2118fd 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.contrib.copy_graph.get_copied_op.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.copy_graph.get_copied_op.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.contrib.distributions.gaussian_congugates_known_sigma_predictive.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.distributions.normal_congugates_known_sigma_predictive.md
index bfa36e208e..89e4e5ca3c 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.contrib.distributions.gaussian_congugates_known_sigma_predictive.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.distributions.normal_congugates_known_sigma_predictive.md
@@ -1,20 +1,20 @@
-### `tf.contrib.distributions.gaussian_congugates_known_sigma_predictive(prior, sigma, s, n)` {#gaussian_congugates_known_sigma_predictive}
+### `tf.contrib.distributions.normal_congugates_known_sigma_predictive(prior, sigma, s, n)` {#normal_congugates_known_sigma_predictive}
 
-Posterior predictive Gaussian distribution w. conjugate prior on the mean.
+Posterior predictive Normal distribution w. conjugate prior on the mean.
 
 This model assumes that `n` observations (with sum `s`) come from a
-Gaussian with unknown mean `mu` (described by the Gaussian `prior`)
+Normal with unknown mean `mu` (described by the Normal `prior`)
 and known variance `sigma^2`.  The "known sigma predictive"
 is the distribution of new observations, conditioned on the existing
 observations and our prior.
 
-Accepts a prior Gaussian distribution object, having parameters
+Accepts a prior Normal distribution object, having parameters
 `mu0` and `sigma0`, as well as known `sigma` values of the predictive
-distribution(s) (also assumed Gaussian),
+distribution(s) (also assumed Normal),
 and statistical estimates `s` (the sum(s) of the observations) and
 `n` (the number(s) of observations).
 
-Calculates the Gaussian distribution(s) `p(x | sigma^2)`:
+Calculates the Normal distribution(s) `p(x | sigma^2)`:
 
 ```
   p(x | sigma^2) = int N(x | mu, sigma^2) N(mu | prior.mu, prior.sigma^2) dmu
@@ -36,7 +36,7 @@ will broadcast in the case of multidimensional sets of parameters.
 ##### Args:
 
 
-*  <b>`prior`</b>: `Gaussian` object of type `dtype`:
+*  <b>`prior`</b>: `Normal` object of type `dtype`:
     the prior distribution having parameters `(mu0, sigma0)`.
 *  <b>`sigma`</b>: tensor of type `dtype`, taking values `sigma > 0`.
     The known stddev parameter(s).
@@ -45,11 +45,11 @@ will broadcast in the case of multidimensional sets of parameters.
 
 ##### Returns:
 
-  A new Gaussian predictive distribution object.
+  A new Normal predictive distribution object.
 
 ##### Raises:
 
 
 *  <b>`TypeError`</b>: if dtype of `s` does not match `dtype`, or `prior` is not a
-    Gaussian object.
+    Normal object.
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.distributions.gaussian_conjugates_known_sigma_posterior.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.distributions.normal_conjugates_known_sigma_posterior.md
index f2ff765acb..ae8eb00890 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.distributions.gaussian_conjugates_known_sigma_posterior.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.distributions.normal_conjugates_known_sigma_posterior.md
@@ -1,19 +1,19 @@
-### `tf.contrib.distributions.gaussian_conjugates_known_sigma_posterior(prior, sigma, s, n)` {#gaussian_conjugates_known_sigma_posterior}
+### `tf.contrib.distributions.normal_conjugates_known_sigma_posterior(prior, sigma, s, n)` {#normal_conjugates_known_sigma_posterior}
 
-Posterior Gaussian distribution with conjugate prior on the mean.
+Posterior Normal distribution with conjugate prior on the mean.
 
 This model assumes that `n` observations (with sum `s`) come from a
-Gaussian with unknown mean `mu` (described by the Gaussian `prior`)
+Normal with unknown mean `mu` (described by the Normal `prior`)
 and known variance `sigma^2`.  The "known sigma posterior" is
 the distribution of the unknown `mu`.
 
-Accepts a prior Gaussian distribution object, having parameters
+Accepts a prior Normal distribution object, having parameters
 `mu0` and `sigma0`, as well as known `sigma` values of the predictive
-distribution(s) (also assumed Gaussian),
+distribution(s) (also assumed Normal),
 and statistical estimates `s` (the sum(s) of the observations) and
 `n` (the number(s) of observations).
 
-Returns a posterior (also Gaussian) distribution object, with parameters
+Returns a posterior (also Normal) distribution object, with parameters
 `(mu', sigma'^2)`, where:
 
 ```
@@ -28,7 +28,7 @@ will broadcast in the case of multidimensional sets of parameters.
 ##### Args:
 
 
-*  <b>`prior`</b>: `Gaussian` object of type `dtype`:
+*  <b>`prior`</b>: `Normal` object of type `dtype`:
     the prior distribution having parameters `(mu0, sigma0)`.
 *  <b>`sigma`</b>: tensor of type `dtype`, taking values `sigma > 0`.
     The known stddev parameter(s).
@@ -37,12 +37,12 @@ will broadcast in the case of multidimensional sets of parameters.
 
 ##### Returns:
 
-  A new Gaussian posterior distribution object for the unknown observation
+  A new Normal posterior distribution object for the unknown observation
   mean `mu`.
 
 ##### Raises:
 
 
 *  <b>`TypeError`</b>: if dtype of `s` does not match `dtype`, or `prior` is not a
-    Gaussian object.
+    Normal object.
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.contrib.layers.xavier_initializer_conv2d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.layers.xavier_initializer_conv2d.md
index 9deeb48b5b..9deeb48b5b 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.contrib.layers.xavier_initializer_conv2d.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.layers.xavier_initializer_conv2d.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.contrib.learn.TensorFlowDNNClassifier.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.learn.TensorFlowDNNClassifier.md
index 03c779259a..03c779259a 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.contrib.learn.TensorFlowDNNClassifier.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.learn.TensorFlowDNNClassifier.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.contrib.learn.infer.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.learn.infer.md
index 616e74f3a4..616e74f3a4 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.contrib.learn.infer.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.learn.infer.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.contrib.learn.read_batch_record_features.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.learn.read_batch_record_features.md
index f7aeb003da..f7aeb003da 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.contrib.learn.read_batch_record_features.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.learn.read_batch_record_features.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.contrib.metrics.auc_using_histogram.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.metrics.auc_using_histogram.md
index 01f67e402c..01f67e402c 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.contrib.metrics.auc_using_histogram.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.metrics.auc_using_histogram.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.contrib.metrics.set_size.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.metrics.set_size.md
index 8f58261e7d..8f58261e7d 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.contrib.metrics.set_size.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.metrics.set_size.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.contrib.metrics.streaming_mean_absolute_error.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.metrics.streaming_mean_absolute_error.md
index b4ecd6e916..b4ecd6e916 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.contrib.metrics.streaming_recall.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.metrics.streaming_recall.md
index 26308e2f5f..26308e2f5f 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.contrib.util.make_ndarray.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.contrib.util.make_ndarray.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.device.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.device.md
index 2a5e33203d..2a5e33203d 100644
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index ea710b2a15..ea710b2a15 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.image.adjust_saturation.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.image.adjust_saturation.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.image.flip_left_right.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.image.flip_left_right.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.image.resize_nearest_neighbor.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.image.resize_nearest_neighbor.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.logical_xor.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.logical_xor.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.matrix_triangular_solve.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.matrix_triangular_solve.md
index 5787145231..5787145231 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.nn.max_pool_with_argmax.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.nn.max_pool_with_argmax.md
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index cb55675641..cb55675641 100644
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index cc4884c720..cc4884c720 100644
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index eae2259721..eae2259721 100644
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index 8216a4fa25..8216a4fa25 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.layers.summarize_tensor.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.contrib.layers.summarize_tensor.md
index 872ba5c9d4..872ba5c9d4 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.learn.extract_dask_labels.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.contrib.learn.extract_dask_labels.md
index 15831ce758..15831ce758 100644
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index 7a3c3d7add..7a3c3d7add 100644
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index 2d444fac54..2d444fac54 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.contrib.metrics.streaming_root_mean_squared_error.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.contrib.metrics.streaming_root_mean_squared_error.md
index 85319f44dd..85319f44dd 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.errors.CancelledError.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.errors.CancelledError.md
index cf20c0e2e3..cf20c0e2e3 100644
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index a188cda506..a188cda506 100644
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index f3ae59bbb6..f3ae59bbb6 100644
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index 4a2997103b..4a2997103b 100644
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index e334e26184..e334e26184 100644
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index ed92277f8a..ed92277f8a 100644
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index 1805c7423d..1805c7423d 100644
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index f10ff932c0..f10ff932c0 100644
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index d8383439ab..d8383439ab 100644
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index 309946f435..309946f435 100644
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index bff13483f4..bff13483f4 100644
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+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.image.grayscale_to_rgb.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.image.rgb_to_hsv.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.image.rgb_to_hsv.md
index 7c5d05f515..7c5d05f515 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.image.rgb_to_hsv.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.image.rgb_to_hsv.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.initialize_local_variables.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.initialize_local_variables.md
index 2a56dbb9d6..2a56dbb9d6 100644
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+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.initialize_local_variables.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.is_inf.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.is_inf.md
index 8955d5c9cc..8955d5c9cc 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.logical_not.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.logical_not.md
index 40a0bb2e43..40a0bb2e43 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.matrix_inverse.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.matrix_inverse.md
index 4172badef5..4172badef5 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.matrix_inverse.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.matrix_solve_ls.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.matrix_solve_ls.md
index 8f5548d2cb..8f5548d2cb 100644
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+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.matrix_solve_ls.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.nn.avg_pool.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.nn.avg_pool.md
index 33da8534c2..33da8534c2 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.nn.log_uniform_candidate_sampler.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.nn.log_uniform_candidate_sampler.md
index baf9f9d421..baf9f9d421 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.nn.log_uniform_candidate_sampler.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.nn.log_uniform_candidate_sampler.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.nn.relu6.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.nn.relu6.md
index 9695e557eb..9695e557eb 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.nn.softmax.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.nn.softmax.md
index be31bb2093..be31bb2093 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.no_op.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.no_op.md
index c1b5c0824b..c1b5c0824b 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.range.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.range.md
index c33825d3be..c33825d3be 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.select.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.select.md
index b77c9612e8..b77c9612e8 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.sparse_placeholder.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.sparse_placeholder.md
index def6c8329d..def6c8329d 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.test.compute_gradient_error.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.test.compute_gradient_error.md
index d2c91a66b3..d2c91a66b3 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.trace.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.trace.md
index 3b1e71fda1..3b1e71fda1 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.train.ExponentialMovingAverage.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.train.ExponentialMovingAverage.md
index ea0aa48161..ea0aa48161 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.train.Saver.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.train.Saver.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.train.add_queue_runner.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.train.add_queue_runner.md
index f5b9549ad8..f5b9549ad8 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.train.replica_device_setter.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.train.replica_device_setter.md
index a5ea200562..a5ea200562 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.variable_axis_size_partitioner.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.variable_axis_size_partitioner.md
index 5d8822e83c..5d8822e83c 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.zeros.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.zeros.md
index 57598a372d..57598a372d 100644
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index ed66237d38..ed66237d38 100644
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index 607b81a9bf..607b81a9bf 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.add_n.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.add_n.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.assert_rank_at_least.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.assert_rank_at_least.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.batch_fft3d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.batch_fft3d.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.batch_to_space.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.batch_to_space.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.contrib.copy_graph.copy_variable_to_graph.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.copy_graph.copy_variable_to_graph.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.contrib.distributions.ContinuousDistribution.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.distributions.ContinuousDistribution.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.learn.BaseEstimator.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.learn.BaseEstimator.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.learn.TensorFlowRegressor.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.learn.TensorFlowRegressor.md
index 169509f72f..169509f72f 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.contrib.learn.extract_pandas_labels.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.learn.extract_pandas_labels.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.contrib.metrics.streaming_mean_relative_error.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.metrics.streaming_mean_relative_error.md
index 3740bbbaad..3740bbbaad 100644
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.contrib.metrics.streaming_sparse_precision_at_k.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.metrics.streaming_sparse_precision_at_k.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.dynamic_stitch.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.dynamic_stitch.md
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diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.errors.PermissionDeniedError.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.errors.PermissionDeniedError.md
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index b6e51fa634..b6e51fa634 100644
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index bf9b6846e0..bf9b6846e0 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.image.rgb_to_grayscale.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.image.rgb_to_grayscale.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.matmul.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.matmul.md
index 6602562ecc..6602562ecc 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.matmul.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.matmul.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.merge_all_summaries.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.merge_all_summaries.md
index 40143de15d..40143de15d 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.merge_all_summaries.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.merge_all_summaries.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.nn.in_top_k.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.nn.in_top_k.md
index f46780649d..f46780649d 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.nn.in_top_k.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.nn.in_top_k.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.nn.max_pool.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.nn.max_pool.md
index f17efa01de..f17efa01de 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.nn.max_pool.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.nn.max_pool.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.pad.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.pad.md
index 7fbf7442c7..7fbf7442c7 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.pad.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.pad.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.placeholder_with_default.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.placeholder_with_default.md
index 2719b876f1..2719b876f1 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.placeholder_with_default.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.placeholder_with_default.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.random_uniform.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.random_uniform.md
index 517bdd98c4..517bdd98c4 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.random_uniform.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.random_uniform.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.reduce_join.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.reduce_join.md
index c65c6022ba..c65c6022ba 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.reduce_join.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.reduce_join.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.report_uninitialized_variables.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.report_uninitialized_variables.md
index 35536e65d9..35536e65d9 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.report_uninitialized_variables.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.report_uninitialized_variables.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.reverse_sequence.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.reverse_sequence.md
index fac4ac2ebe..fac4ac2ebe 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.reverse_sequence.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.reverse_sequence.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.saturate_cast.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.saturate_cast.md
index 6a77c2791e..6a77c2791e 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.saturate_cast.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.saturate_cast.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.scatter_sub.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.scatter_sub.md
index 8f1afc42f6..8f1afc42f6 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.scatter_sub.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.scatter_sub.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.sparse_tensor_to_dense.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.sparse_tensor_to_dense.md
index a0c0a6ca9c..a0c0a6ca9c 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.sparse_tensor_to_dense.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.sparse_tensor_to_dense.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.train.AdadeltaOptimizer.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.train.AdadeltaOptimizer.md
index 9a14c50dc8..9a14c50dc8 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.train.AdadeltaOptimizer.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.train.AdadeltaOptimizer.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.train.FtrlOptimizer.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.train.FtrlOptimizer.md
index 4fe719ee6b..4fe719ee6b 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.train.FtrlOptimizer.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.train.FtrlOptimizer.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.train.LooperThread.loop.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.train.LooperThread.loop.md
index 6665ca7369..6665ca7369 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.train.LooperThread.loop.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.train.LooperThread.loop.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.train.Supervisor.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.train.Supervisor.md
index b3d17eac2d..b3d17eac2d 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.train.Supervisor.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.train.Supervisor.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.uniform_unit_scaling_initializer.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.uniform_unit_scaling_initializer.md
index 6033fbf53a..6033fbf53a 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.uniform_unit_scaling_initializer.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.uniform_unit_scaling_initializer.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.unsorted_segment_sum.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.unsorted_segment_sum.md
index 63255ce815..63255ce815 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.unsorted_segment_sum.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.unsorted_segment_sum.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.while_loop.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.while_loop.md
index 4baea56c63..4baea56c63 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.while_loop.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard8/tf.while_loop.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.DeviceSpec.from_string.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.DeviceSpec.from_string.md
index 5cbba0ada6..5cbba0ada6 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.DeviceSpec.from_string.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.DeviceSpec.from_string.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.Dimension.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.Dimension.md
index f149b6cb65..f149b6cb65 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.Dimension.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.Dimension.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.Graph.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.Graph.md
index 762a117664..762a117664 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.Graph.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.Graph.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.GraphKeys.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.GraphKeys.md
index 1d656f4018..1d656f4018 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.GraphKeys.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.GraphKeys.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.SparseTensor.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.SparseTensor.md
index a999b3862f..a999b3862f 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.SparseTensor.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.SparseTensor.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.add_to_collection.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.add_to_collection.md
index 1d8d752917..1d8d752917 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.add_to_collection.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.add_to_collection.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.assert_integer.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.assert_integer.md
index c75ba58765..c75ba58765 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.assert_integer.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.assert_integer.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.assert_less.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.assert_less.md
index eb43a62444..eb43a62444 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.assert_less.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.assert_less.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.batch_matrix_diag.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.batch_matrix_diag.md
index 6e5458ba6c..6e5458ba6c 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.batch_matrix_diag.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.batch_matrix_diag.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.ceil.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.ceil.md
index 34e4a7feed..34e4a7feed 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.ceil.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.ceil.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.check_numerics.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.check_numerics.md
index 46a8f6f7db..46a8f6f7db 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.check_numerics.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.check_numerics.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.clip_by_value.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.clip_by_value.md
index 7cd7e0311e..7cd7e0311e 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.clip_by_value.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.clip_by_value.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.complex.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.complex.md
index 55487ea170..55487ea170 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.complex.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.complex.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.distributions.BaseDistribution.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.distributions.BaseDistribution.md
index 65b516af08..65b516af08 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.distributions.BaseDistribution.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.distributions.BaseDistribution.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.contrib.distributions.DiscreteDistribution.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.distributions.DiscreteDistribution.md
index 6e78e38ebe..6e78e38ebe 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.contrib.distributions.DiscreteDistribution.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.distributions.DiscreteDistribution.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.contrib.distributions.Gaussian.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.distributions.Normal.md
index 7fcc6249fa..d15dd93a65 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.contrib.distributions.Gaussian.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.distributions.Normal.md
@@ -1,4 +1,4 @@
-The scalar Gaussian distribution with mean and stddev parameters mu, sigma.
+The scalar Normal distribution with mean and stddev parameters mu, sigma.
 
 #### Mathematical details
 
@@ -11,15 +11,15 @@ The PDF of this distribution is:
 Examples of initialization of one or a batch of distributions.
 
 ```python
-# Define a single scalar Gaussian distribution.
-dist = tf.contrib.distributions.Gaussian(mu=0, sigma=3)
+# Define a single scalar Normal distribution.
+dist = tf.contrib.distributions.Normal(mu=0, sigma=3)
 
 # Evaluate the cdf at 1, returning a scalar.
 dist.cdf(1)
 
-# Define a batch of two scalar valued Gaussians.
+# Define a batch of two scalar valued Normals.
 # The first has mean 1 and standard deviation 11, the second 2 and 22.
-dist = tf.contrib.distributions.Gaussian(mu=[1, 2.], sigma=[11, 22.])
+dist = tf.contrib.distributions.Normal(mu=[1, 2.], sigma=[11, 22.])
 
 # Evaluate the pdf of the first distribution on 0, and the second on 1.5,
 # returning a length two tensor.
@@ -32,9 +32,9 @@ dist.sample(3)
 Arguments are broadcast when possible.
 
 ```python
-# Define a batch of two scalar valued Gaussians.
+# Define a batch of two scalar valued Normals.
 # Both have mean 1, but different standard deviations.
-dist = tf.contrib.distributions.Gaussian(mu=1, sigma=[11, 22.])
+dist = tf.contrib.distributions.Normal(mu=1, sigma=[11, 22.])
 
 # Evaluate the pdf of both distributions on the same point, 3.0,
 # returning a length 2 tensor.
@@ -42,9 +42,9 @@ dist.pdf(3.0)
 ```
 - - -
 
-#### `tf.contrib.distributions.Gaussian.__init__(mu, sigma, name=None)` {#Gaussian.__init__}
+#### `tf.contrib.distributions.Normal.__init__(mu, sigma, name=None)` {#Normal.__init__}
 
-Construct Gaussian distributions with mean and stddev `mu` and `sigma`.
+Construct Normal distributions with mean and stddev `mu` and `sigma`.
 
 The parameters `mu` and `sigma` must be shaped in a way that supports
 broadcasting (e.g. `mu + sigma` is a valid operation).
@@ -65,9 +65,9 @@ broadcasting (e.g. `mu + sigma` is a valid operation).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.cdf(x, name=None)` {#Gaussian.cdf}
+#### `tf.contrib.distributions.Normal.cdf(x, name=None)` {#Normal.cdf}
 
-CDF of observations in `x` under these Gaussian distribution(s).
+CDF of observations in `x` under these Normal distribution(s).
 
 ##### Args:
 
@@ -83,16 +83,16 @@ CDF of observations in `x` under these Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.dtype` {#Gaussian.dtype}
+#### `tf.contrib.distributions.Normal.dtype` {#Normal.dtype}
 
 
 
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.entropy(name=None)` {#Gaussian.entropy}
+#### `tf.contrib.distributions.Normal.entropy(name=None)` {#Normal.entropy}
 
-The entropy of Gaussian distribution(s).
+The entropy of Normal distribution(s).
 
 ##### Args:
 
@@ -107,16 +107,16 @@ The entropy of Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.is_reparameterized` {#Gaussian.is_reparameterized}
+#### `tf.contrib.distributions.Normal.is_reparameterized` {#Normal.is_reparameterized}
 
 
 
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.log_cdf(x, name=None)` {#Gaussian.log_cdf}
+#### `tf.contrib.distributions.Normal.log_cdf(x, name=None)` {#Normal.log_cdf}
 
-Log CDF of observations `x` under these Gaussian distribution(s).
+Log CDF of observations `x` under these Normal distribution(s).
 
 ##### Args:
 
@@ -132,9 +132,9 @@ Log CDF of observations `x` under these Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.log_pdf(x, name=None)` {#Gaussian.log_pdf}
+#### `tf.contrib.distributions.Normal.log_pdf(x, name=None)` {#Normal.log_pdf}
 
-Log pdf of observations in `x` under these Gaussian distribution(s).
+Log pdf of observations in `x` under these Normal distribution(s).
 
 ##### Args:
 
@@ -150,23 +150,23 @@ Log pdf of observations in `x` under these Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.mean` {#Gaussian.mean}
+#### `tf.contrib.distributions.Normal.mean` {#Normal.mean}
 
 
 
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.mu` {#Gaussian.mu}
+#### `tf.contrib.distributions.Normal.mu` {#Normal.mu}
 
 
 
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.pdf(x, name=None)` {#Gaussian.pdf}
+#### `tf.contrib.distributions.Normal.pdf(x, name=None)` {#Normal.pdf}
 
-The PDF of observations in `x` under these Gaussian distribution(s).
+The PDF of observations in `x` under these Normal distribution(s).
 
 ##### Args:
 
@@ -182,9 +182,9 @@ The PDF of observations in `x` under these Gaussian distribution(s).
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.sample(n, seed=None, name=None)` {#Gaussian.sample}
+#### `tf.contrib.distributions.Normal.sample(n, seed=None, name=None)` {#Normal.sample}
 
-Sample `n` observations from the Gaussian Distributions.
+Sample `n` observations from the Normal Distributions.
 
 ##### Args:
 
@@ -202,7 +202,7 @@ Sample `n` observations from the Gaussian Distributions.
 
 - - -
 
-#### `tf.contrib.distributions.Gaussian.sigma` {#Gaussian.sigma}
+#### `tf.contrib.distributions.Normal.sigma` {#Normal.sigma}
 
 
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.contrib.layers.sum_regularizer.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.layers.sum_regularizer.md
index ee05583b04..ee05583b04 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.contrib.layers.sum_regularizer.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.layers.sum_regularizer.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.learn.extract_pandas_matrix.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.learn.extract_pandas_matrix.md
index c2a275bc66..c2a275bc66 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.contrib.learn.extract_pandas_matrix.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.learn.extract_pandas_matrix.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.contrib.learn.read_batch_features.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.learn.read_batch_features.md
index 1008bf6422..1008bf6422 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.contrib.learn.read_batch_features.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.contrib.learn.read_batch_features.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.decode_csv.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.decode_csv.md
index f2ebf6945b..f2ebf6945b 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.decode_csv.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.decode_csv.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.decode_json_example.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.decode_json_example.md
index bf5184c40a..bf5184c40a 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.decode_json_example.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.decode_json_example.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.delete_session_tensor.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.delete_session_tensor.md
index 2f52941c5f..2f52941c5f 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.delete_session_tensor.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.delete_session_tensor.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.edit_distance.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.edit_distance.md
index e5f6471817..e5f6471817 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.edit_distance.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.edit_distance.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.floordiv.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.floordiv.md
index 8f824e867e..8f824e867e 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.floordiv.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.floordiv.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.global_norm.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.global_norm.md
index d37d4228b2..d37d4228b2 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.global_norm.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.global_norm.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.image.adjust_brightness.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.adjust_brightness.md
index 7743f0180c..7743f0180c 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.image.adjust_brightness.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.adjust_brightness.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.image.decode_png.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.decode_png.md
index 4332af7704..4332af7704 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.image.decode_png.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.decode_png.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.image.extract_glimpse.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.extract_glimpse.md
index e0ca72e2c5..e0ca72e2c5 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.image.extract_glimpse.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.extract_glimpse.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.image.random_flip_left_right.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.random_flip_left_right.md
index d063895136..d063895136 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.image.random_flip_left_right.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.random_flip_left_right.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.image.transpose_image.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.transpose_image.md
index 1cc527d345..1cc527d345 100644
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+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.image.transpose_image.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.invert_permutation.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.invert_permutation.md
index b12cc7e94c..b12cc7e94c 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.invert_permutation.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.invert_permutation.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.is_strictly_increasing.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.is_strictly_increasing.md
index bdaedd519e..bdaedd519e 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.is_strictly_increasing.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.is_strictly_increasing.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.listdiff.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.listdiff.md
index 1f04bd8d9e..1f04bd8d9e 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.listdiff.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.listdiff.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.mul.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.mul.md
index 3d6fa56864..3d6fa56864 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.mul.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.mul.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.one_hot.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.one_hot.md
index eebb6ab643..eebb6ab643 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.one_hot.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.one_hot.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.py_func.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.py_func.md
index c115d21781..c115d21781 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.py_func.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.py_func.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.random_shuffle.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.random_shuffle.md
index 14f40d64af..14f40d64af 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.random_shuffle.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.random_shuffle.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.rsqrt.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.rsqrt.md
index 5e8b1bc917..5e8b1bc917 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.rsqrt.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.rsqrt.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.scalar_summary.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.scalar_summary.md
index 1e8c3479e4..1e8c3479e4 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.scalar_summary.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.scalar_summary.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.scatter_add.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.scatter_add.md
index a8f8b7a9b0..a8f8b7a9b0 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.scatter_add.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.scatter_add.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.segment_prod.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.segment_prod.md
index c9ed2759cf..c9ed2759cf 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.segment_prod.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.segment_prod.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.shape_n.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.shape_n.md
index a229253406..a229253406 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.shape_n.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.shape_n.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.space_to_batch.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.space_to_batch.md
index 1999f21ea3..1999f21ea3 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.space_to_batch.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.space_to_batch.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.test.compute_gradient.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.test.compute_gradient.md
index 19b302d466..19b302d466 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.test.compute_gradient.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.test.compute_gradient.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.test.is_built_with_cuda.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.test.is_built_with_cuda.md
index 51e3d97d8c..51e3d97d8c 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.test.is_built_with_cuda.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.test.is_built_with_cuda.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.train.SessionManager.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.train.SessionManager.md
index 8bebb8bd29..8bebb8bd29 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.train.SessionManager.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.train.SessionManager.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.train.get_checkpoint_state.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.train.get_checkpoint_state.md
index e2852b2314..e2852b2314 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.train.get_checkpoint_state.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.train.get_checkpoint_state.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.trainable_variables.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.trainable_variables.md
index 894d64a2b4..894d64a2b4 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.trainable_variables.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.trainable_variables.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.zeros_initializer.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.zeros_initializer.md
index 707393f8be..707393f8be 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.zeros_initializer.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.zeros_initializer.md
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.zeros_like.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.zeros_like.md
index 9017e14287..9017e14287 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.zeros_like.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.zeros_like.md
diff --git a/tensorflow/g3doc/api_docs/python/index.md b/tensorflow/g3doc/api_docs/python/index.md
index 1617ebffa9..1a199d2519 100644
--- a/tensorflow/g3doc/api_docs/python/index.md
+++ b/tensorflow/g3doc/api_docs/python/index.md
@@ -530,10 +530,10 @@
   * [`DiscreteDistribution`](../../api_docs/python/contrib.distributions.md#DiscreteDistribution)
   * [`Exponential`](../../api_docs/python/contrib.distributions.md#Exponential)
   * [`Gamma`](../../api_docs/python/contrib.distributions.md#Gamma)
-  * [`Gaussian`](../../api_docs/python/contrib.distributions.md#Gaussian)
-  * [`gaussian_congugates_known_sigma_predictive`](../../api_docs/python/contrib.distributions.md#gaussian_congugates_known_sigma_predictive)
-  * [`gaussian_conjugates_known_sigma_posterior`](../../api_docs/python/contrib.distributions.md#gaussian_conjugates_known_sigma_posterior)
   * [`MultivariateNormal`](../../api_docs/python/contrib.distributions.md#MultivariateNormal)
+  * [`Normal`](../../api_docs/python/contrib.distributions.md#Normal)
+  * [`normal_congugates_known_sigma_predictive`](../../api_docs/python/contrib.distributions.md#normal_congugates_known_sigma_predictive)
+  * [`normal_conjugates_known_sigma_posterior`](../../api_docs/python/contrib.distributions.md#normal_conjugates_known_sigma_posterior)
   * [`StudentT`](../../api_docs/python/contrib.distributions.md#StudentT)
   * [`Uniform`](../../api_docs/python/contrib.distributions.md#Uniform)