Update generated Python Op docs.

Change: 139218176

5 files changed, 128 insertions, 2 deletions

diff --git a/tensorflow/g3doc/api_docs/python/array_ops.md b/tensorflow/g3doc/api_docs/python/array_ops.md
index a3b8075349..0a68522cb6 100644
--- a/tensorflow/g3doc/api_docs/python/array_ops.md
+++ b/tensorflow/g3doc/api_docs/python/array_ops.md
@@ -1290,6 +1290,70 @@ reverse(t, dims) ==> [[[[8, 9, 10, 11],
 
 - - -
 
+### `tf.reverse_v2(tensor, axis, name=None)` {#reverse_v2}
+
+Reverses specific dimensions of a tensor.
+
+Given a `tensor`, and a `int32` tensor `axis` representing the set of
+dimensions of `tensor` to reverse. This operation reverses each dimension
+`i` for which there exists `j` s.t. `axis[j] == i`.
+
+`tensor` can have up to 8 dimensions. The number of dimensions specified
+in `axis` may be 0 or more entries. If an index is specified more than
+once, a InvalidArgument error is raised.
+
+For example:
+
+```prettyprint
+# tensor 't' is [[[[ 0,  1,  2,  3],
+#                  [ 4,  5,  6,  7],
+#                  [ 8,  9, 10, 11]],
+#                 [[12, 13, 14, 15],
+#                  [16, 17, 18, 19],
+#                  [20, 21, 22, 23]]]]
+# tensor 't' shape is [1, 2, 3, 4]
+
+# 'dims' is [3] or 'dims' is -1
+reverse(t, dims) ==> [[[[ 3,  2,  1,  0],
+                        [ 7,  6,  5,  4],
+                        [ 11, 10, 9, 8]],
+                       [[15, 14, 13, 12],
+                        [19, 18, 17, 16],
+                        [23, 22, 21, 20]]]]
+
+# 'dims' is '[1]' (or 'dims' is '[-3]')
+reverse(t, dims) ==> [[[[12, 13, 14, 15],
+                        [16, 17, 18, 19],
+                        [20, 21, 22, 23]
+                       [[ 0,  1,  2,  3],
+                        [ 4,  5,  6,  7],
+                        [ 8,  9, 10, 11]]]]
+
+# 'dims' is '[2]' (or 'dims' is '[-2]')
+reverse(t, dims) ==> [[[[8, 9, 10, 11],
+                        [4, 5, 6, 7],
+                        [0, 1, 2, 3]]
+                       [[20, 21, 22, 23],
+                        [16, 17, 18, 19],
+                        [12, 13, 14, 15]]]]
+```
+
+##### Args:
+
+
+*  <b>`tensor`</b>: A `Tensor`. Must be one of the following types: `uint8`, `int8`, `int32`, `int64`, `bool`, `half`, `float32`, `float64`, `complex64`, `complex128`.
+    Up to 8-D.
+*  <b>`axis`</b>: A `Tensor`. Must be one of the following types: `int32`, `int64`.
+    1-D. The indices of the dimensions to reverse.
+*  <b>`name`</b>: A name for the operation (optional).
+
+##### Returns:
+
+  A `Tensor`. Has the same type as `tensor`. The same shape as `tensor`.
+
+
+- - -
+
 ### `tf.transpose(a, perm=None, name='transpose')` {#transpose}
 
 Transposes `a`. Permutes the dimensions according to `perm`.
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.test.TestCase.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.test.TestCase.md
index 30fb2b3c9f..63a7439275 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.test.TestCase.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard2/tf.test.TestCase.md
@@ -683,7 +683,7 @@ then compares them using self._AssertProtoEqual().
 
 - - -
 
-#### `tf.test.TestCase.assertProtoEqualsVersion(expected, actual, producer=15, min_consumer=0)` {#TestCase.assertProtoEqualsVersion}
+#### `tf.test.TestCase.assertProtoEqualsVersion(expected, actual, producer=17, min_consumer=0)` {#TestCase.assertProtoEqualsVersion}
 
 
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.reverse_v2.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.reverse_v2.md
new file mode 100644
index 0000000000..48d0e68e20
--- /dev/null
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard5/tf.reverse_v2.md
@@ -0,0 +1,61 @@
+### `tf.reverse_v2(tensor, axis, name=None)` {#reverse_v2}
+
+Reverses specific dimensions of a tensor.
+
+Given a `tensor`, and a `int32` tensor `axis` representing the set of
+dimensions of `tensor` to reverse. This operation reverses each dimension
+`i` for which there exists `j` s.t. `axis[j] == i`.
+
+`tensor` can have up to 8 dimensions. The number of dimensions specified
+in `axis` may be 0 or more entries. If an index is specified more than
+once, a InvalidArgument error is raised.
+
+For example:
+
+```prettyprint
+# tensor 't' is [[[[ 0,  1,  2,  3],
+#                  [ 4,  5,  6,  7],
+#                  [ 8,  9, 10, 11]],
+#                 [[12, 13, 14, 15],
+#                  [16, 17, 18, 19],
+#                  [20, 21, 22, 23]]]]
+# tensor 't' shape is [1, 2, 3, 4]
+
+# 'dims' is [3] or 'dims' is -1
+reverse(t, dims) ==> [[[[ 3,  2,  1,  0],
+                        [ 7,  6,  5,  4],
+                        [ 11, 10, 9, 8]],
+                       [[15, 14, 13, 12],
+                        [19, 18, 17, 16],
+                        [23, 22, 21, 20]]]]
+
+# 'dims' is '[1]' (or 'dims' is '[-3]')
+reverse(t, dims) ==> [[[[12, 13, 14, 15],
+                        [16, 17, 18, 19],
+                        [20, 21, 22, 23]
+                       [[ 0,  1,  2,  3],
+                        [ 4,  5,  6,  7],
+                        [ 8,  9, 10, 11]]]]
+
+# 'dims' is '[2]' (or 'dims' is '[-2]')
+reverse(t, dims) ==> [[[[8, 9, 10, 11],
+                        [4, 5, 6, 7],
+                        [0, 1, 2, 3]]
+                       [[20, 21, 22, 23],
+                        [16, 17, 18, 19],
+                        [12, 13, 14, 15]]]]
+```
+
+##### Args:
+
+
+*  <b>`tensor`</b>: A `Tensor`. Must be one of the following types: `uint8`, `int8`, `int32`, `int64`, `bool`, `half`, `float32`, `float64`, `complex64`, `complex128`.
+    Up to 8-D.
+*  <b>`axis`</b>: A `Tensor`. Must be one of the following types: `int32`, `int64`.
+    1-D. The indices of the dimensions to reverse.
+*  <b>`name`</b>: A name for the operation (optional).
+
+##### Returns:
+
+  A `Tensor`. Has the same type as `tensor`. The same shape as `tensor`.
+
diff --git a/tensorflow/g3doc/api_docs/python/index.md b/tensorflow/g3doc/api_docs/python/index.md
index f5b810f0da..b66dd9ef51 100644
--- a/tensorflow/g3doc/api_docs/python/index.md
+++ b/tensorflow/g3doc/api_docs/python/index.md
@@ -161,6 +161,7 @@
   * [`reshape`](../../api_docs/python/array_ops.md#reshape)
   * [`reverse`](../../api_docs/python/array_ops.md#reverse)
   * [`reverse_sequence`](../../api_docs/python/array_ops.md#reverse_sequence)
+  * [`reverse_v2`](../../api_docs/python/array_ops.md#reverse_v2)
   * [`saturate_cast`](../../api_docs/python/array_ops.md#saturate_cast)
   * [`scatter_nd`](../../api_docs/python/array_ops.md#scatter_nd)
   * [`sequence_mask`](../../api_docs/python/array_ops.md#sequence_mask)
diff --git a/tensorflow/g3doc/api_docs/python/test.md b/tensorflow/g3doc/api_docs/python/test.md
index ff0f7b0b69..6c730ba5ea 100644
--- a/tensorflow/g3doc/api_docs/python/test.md
+++ b/tensorflow/g3doc/api_docs/python/test.md
@@ -723,7 +723,7 @@ then compares them using self._AssertProtoEqual().
 
 - - -
 
-#### `tf.test.TestCase.assertProtoEqualsVersion(expected, actual, producer=15, min_consumer=0)` {#TestCase.assertProtoEqualsVersion}
+#### `tf.test.TestCase.assertProtoEqualsVersion(expected, actual, producer=17, min_consumer=0)` {#TestCase.assertProtoEqualsVersion}