Update generated Python Op docs.

Change: 133197667

14 files changed, 43 insertions, 245 deletions

diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.fft.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.fft.md
index 5a2c3c635d..da37dd4933 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.fft.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.fft.md
@@ -1,14 +1,18 @@
 ### `tf.fft(input, name=None)` {#fft}
 
-Compute the 1-dimensional discrete Fourier Transform.
+Compute the 1-dimensional discrete Fourier Transform over the inner-most
+
+dimension of `input`.
 
 ##### Args:
 
 
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 vector.
+*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
 *  <b>`name`</b>: A name for the operation (optional).
 
 ##### Returns:
 
-  A `Tensor` of type `complex64`. The 1D Fourier Transform of `input`.
+  A `Tensor` of type `complex64`.
+  A complex64 tensor of the same shape as `input`. The inner-most
+  dimension of `input` is replaced with its 1D Fourier Transform.
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.fft2d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.fft2d.md
index e480dcb27e..f3f868b298 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.fft2d.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.fft2d.md
@@ -1,14 +1,18 @@
 ### `tf.fft2d(input, name=None)` {#fft2d}
 
-Compute the 2-dimensional discrete Fourier Transform.
+Compute the 2-dimensional discrete Fourier Transform over the inner-most
+
+2 dimensions of `input`.
 
 ##### Args:
 
 
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 matrix.
+*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
 *  <b>`name`</b>: A name for the operation (optional).
 
 ##### Returns:
 
-  A `Tensor` of type `complex64`. The 2D Fourier Transform of `input`.
+  A `Tensor` of type `complex64`.
+  A complex64 tensor of the same shape as `input`. The inner-most 2
+  dimensions of `input` are replaced with their 2D Fourier Transform.
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.ifft3d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.ifft3d.md
index 35d58888ac..14796627ee 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.ifft3d.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard0/tf.ifft3d.md
@@ -1,15 +1,18 @@
 ### `tf.ifft3d(input, name=None)` {#ifft3d}
 
-Compute the inverse 3-dimensional discrete Fourier Transform.
+Compute the inverse 3-dimensional discrete Fourier Transform over the inner-most
+
+3 dimensions of `input`.
 
 ##### Args:
 
 
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 3-D tensor.
+*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
 *  <b>`name`</b>: A name for the operation (optional).
 
 ##### Returns:
 
   A `Tensor` of type `complex64`.
-  The inverse 3D Fourier Transform of `input`.
+  A complex64 tensor of the same shape as `input`. The inner-most 3
+  dimensions of `input` are replaced with their inverse 3D Fourier Transform.
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.batch_fft.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.batch_fft.md
deleted file mode 100644
index c2ea3aa9c1..0000000000
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard1/tf.batch_fft.md
+++ /dev/null
@@ -1,18 +0,0 @@
-### `tf.batch_fft(input, name=None)` {#batch_fft}
-
-Compute the 1-dimensional discrete Fourier Transform over the inner-most
-
-dimension of `input`.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  A complex64 tensor of the same shape as `input`. The inner-most
-  dimension of `input` is replaced with its 1D Fourier Transform.
-
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.batch_ifft3d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.batch_ifft3d.md
deleted file mode 100644
index 1173a17d6d..0000000000
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.batch_ifft3d.md
+++ /dev/null
@@ -1,18 +0,0 @@
-### `tf.batch_ifft3d(input, name=None)` {#batch_ifft3d}
-
-Compute the inverse 3-dimensional discrete Fourier Transform over the inner-most
-
-3 dimensions of `input`.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  A complex64 tensor of the same shape as `input`. The inner-most 3
-  dimensions of `input` are replaced with their inverse 3D Fourier Transform.
-
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.ifft2d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.ifft2d.md
index 0ca8eb8dc1..f911a9c07e 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.ifft2d.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard3/tf.ifft2d.md
@@ -1,15 +1,18 @@
 ### `tf.ifft2d(input, name=None)` {#ifft2d}
 
-Compute the inverse 2-dimensional discrete Fourier Transform.
+Compute the inverse 2-dimensional discrete Fourier Transform over the inner-most
+
+2 dimensions of `input`.
 
 ##### Args:
 
 
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 matrix.
+*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
 *  <b>`name`</b>: A name for the operation (optional).
 
 ##### Returns:
 
   A `Tensor` of type `complex64`.
-  The inverse 2D Fourier Transform of `input`.
+  A complex64 tensor of the same shape as `input`. The inner-most 2
+  dimensions of `input` are replaced with their inverse 2D Fourier Transform.
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.batch_ifft.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.batch_ifft.md
deleted file mode 100644
index c4b865425b..0000000000
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard4/tf.batch_ifft.md
+++ /dev/null
@@ -1,18 +0,0 @@
-### `tf.batch_ifft(input, name=None)` {#batch_ifft}
-
-Compute the inverse 1-dimensional discrete Fourier Transform over the inner-most
-
-dimension of `input`.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  A complex64 tensor of the same shape as `input`. The inner-most
-  dimension of `input` is replaced with its inverse 1D Fourier Transform.
-
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.batch_fft3d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.batch_fft3d.md
deleted file mode 100644
index 10c2ea3bf6..0000000000
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.batch_fft3d.md
+++ /dev/null
@@ -1,18 +0,0 @@
-### `tf.batch_fft3d(input, name=None)` {#batch_fft3d}
-
-Compute the 3-dimensional discrete Fourier Transform over the inner-most 3
-
-dimensions of `input`.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  A complex64 tensor of the same shape as `input`. The inner-most 3
-  dimensions of `input` are replaced with their 3D Fourier Transform.
-
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.batch_ifft2d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.batch_ifft2d.md
deleted file mode 100644
index 4476637122..0000000000
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard6/tf.batch_ifft2d.md
+++ /dev/null
@@ -1,18 +0,0 @@
-### `tf.batch_ifft2d(input, name=None)` {#batch_ifft2d}
-
-Compute the inverse 2-dimensional discrete Fourier Transform over the inner-most
-
-2 dimensions of `input`.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  A complex64 tensor of the same shape as `input`. The inner-most 2
-  dimensions of `input` are replaced with their inverse 2D Fourier Transform.
-
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.fft3d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.fft3d.md
index 7214e3ae20..6833683e4d 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.fft3d.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.fft3d.md
@@ -1,14 +1,18 @@
 ### `tf.fft3d(input, name=None)` {#fft3d}
 
-Compute the 3-dimensional discrete Fourier Transform.
+Compute the 3-dimensional discrete Fourier Transform over the inner-most 3
+
+dimensions of `input`.
 
 ##### Args:
 
 
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 3-D tensor.
+*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
 *  <b>`name`</b>: A name for the operation (optional).
 
 ##### Returns:
 
-  A `Tensor` of type `complex64`. The 3D Fourier Transform of `input`.
+  A `Tensor` of type `complex64`.
+  A complex64 tensor of the same shape as `input`. The inner-most 3
+  dimensions of `input` are replaced with their 3D Fourier Transform.
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.ifft.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.ifft.md
index 5da36ff5b6..4e8b5c691d 100644
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.ifft.md
+++ b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard7/tf.ifft.md
@@ -1,17 +1,18 @@
 ### `tf.ifft(input, name=None)` {#ifft}
 
-.Doc(R"doc(
+Compute the inverse 1-dimensional discrete Fourier Transform over the inner-most
 
-Compute the inverse 1-dimensional discrete Fourier Transform.
+dimension of `input`.
 
 ##### Args:
 
 
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 vector.
+*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
 *  <b>`name`</b>: A name for the operation (optional).
 
 ##### Returns:
 
   A `Tensor` of type `complex64`.
-  The inverse 1D Fourier Transform of `input`.
+  A complex64 tensor of the same shape as `input`. The inner-most
+  dimension of `input` is replaced with its inverse 1D Fourier Transform.
 
diff --git a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.batch_fft2d.md b/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.batch_fft2d.md
deleted file mode 100644
index e7a2c7b943..0000000000
--- a/tensorflow/g3doc/api_docs/python/functions_and_classes/shard9/tf.batch_fft2d.md
+++ /dev/null
@@ -1,18 +0,0 @@
-### `tf.batch_fft2d(input, name=None)` {#batch_fft2d}
-
-Compute the 2-dimensional discrete Fourier Transform over the inner-most
-
-2 dimensions of `input`.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 tensor.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  A complex64 tensor of the same shape as `input`. The inner-most 2
-  dimensions of `input` are replaced with their 2D Fourier Transform.
-
diff --git a/tensorflow/g3doc/api_docs/python/index.md b/tensorflow/g3doc/api_docs/python/index.md
index 4559dab897..e01dabda30 100644
--- a/tensorflow/g3doc/api_docs/python/index.md
+++ b/tensorflow/g3doc/api_docs/python/index.md
@@ -172,12 +172,6 @@
   * [`argmin`](../../api_docs/python/math_ops.md#argmin)
   * [`asin`](../../api_docs/python/math_ops.md#asin)
   * [`atan`](../../api_docs/python/math_ops.md#atan)
-  * [`batch_fft`](../../api_docs/python/math_ops.md#batch_fft)
-  * [`batch_fft2d`](../../api_docs/python/math_ops.md#batch_fft2d)
-  * [`batch_fft3d`](../../api_docs/python/math_ops.md#batch_fft3d)
-  * [`batch_ifft`](../../api_docs/python/math_ops.md#batch_ifft)
-  * [`batch_ifft2d`](../../api_docs/python/math_ops.md#batch_ifft2d)
-  * [`batch_ifft3d`](../../api_docs/python/math_ops.md#batch_ifft3d)
   * [`batch_matmul`](../../api_docs/python/math_ops.md#batch_matmul)
   * [`betainc`](../../api_docs/python/math_ops.md#betainc)
   * [`ceil`](../../api_docs/python/math_ops.md#ceil)
diff --git a/tensorflow/g3doc/api_docs/python/math_ops.md b/tensorflow/g3doc/api_docs/python/math_ops.md
index 8ae3731aef..3fe9af1bff 100644
--- a/tensorflow/g3doc/api_docs/python/math_ops.md
+++ b/tensorflow/g3doc/api_docs/python/math_ops.md
@@ -1925,113 +1925,6 @@ Fourier transform functions to your graph.
 
 ### `tf.fft(input, name=None)` {#fft}
 
-Compute the 1-dimensional discrete Fourier Transform.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 vector.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`. The 1D Fourier Transform of `input`.
-
-
-- - -
-
-### `tf.ifft(input, name=None)` {#ifft}
-
-.Doc(R"doc(
-
-Compute the inverse 1-dimensional discrete Fourier Transform.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 vector.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  The inverse 1D Fourier Transform of `input`.
-
-
-- - -
-
-### `tf.fft2d(input, name=None)` {#fft2d}
-
-Compute the 2-dimensional discrete Fourier Transform.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 matrix.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`. The 2D Fourier Transform of `input`.
-
-
-- - -
-
-### `tf.ifft2d(input, name=None)` {#ifft2d}
-
-Compute the inverse 2-dimensional discrete Fourier Transform.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 matrix.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  The inverse 2D Fourier Transform of `input`.
-
-
-- - -
-
-### `tf.fft3d(input, name=None)` {#fft3d}
-
-Compute the 3-dimensional discrete Fourier Transform.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 3-D tensor.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`. The 3D Fourier Transform of `input`.
-
-
-- - -
-
-### `tf.ifft3d(input, name=None)` {#ifft3d}
-
-Compute the inverse 3-dimensional discrete Fourier Transform.
-
-##### Args:
-
-
-*  <b>`input`</b>: A `Tensor` of type `complex64`. A complex64 3-D tensor.
-*  <b>`name`</b>: A name for the operation (optional).
-
-##### Returns:
-
-  A `Tensor` of type `complex64`.
-  The inverse 3D Fourier Transform of `input`.
-
-
-- - -
-
-### `tf.batch_fft(input, name=None)` {#batch_fft}
-
 Compute the 1-dimensional discrete Fourier Transform over the inner-most
 
 dimension of `input`.
@@ -2051,7 +1944,7 @@ dimension of `input`.
 
 - - -
 
-### `tf.batch_ifft(input, name=None)` {#batch_ifft}
+### `tf.ifft(input, name=None)` {#ifft}
 
 Compute the inverse 1-dimensional discrete Fourier Transform over the inner-most
 
@@ -2072,7 +1965,7 @@ dimension of `input`.
 
 - - -
 
-### `tf.batch_fft2d(input, name=None)` {#batch_fft2d}
+### `tf.fft2d(input, name=None)` {#fft2d}
 
 Compute the 2-dimensional discrete Fourier Transform over the inner-most
 
@@ -2093,7 +1986,7 @@ Compute the 2-dimensional discrete Fourier Transform over the inner-most
 
 - - -
 
-### `tf.batch_ifft2d(input, name=None)` {#batch_ifft2d}
+### `tf.ifft2d(input, name=None)` {#ifft2d}
 
 Compute the inverse 2-dimensional discrete Fourier Transform over the inner-most
 
@@ -2114,7 +2007,7 @@ Compute the inverse 2-dimensional discrete Fourier Transform over the inner-most
 
 - - -
 
-### `tf.batch_fft3d(input, name=None)` {#batch_fft3d}
+### `tf.fft3d(input, name=None)` {#fft3d}
 
 Compute the 3-dimensional discrete Fourier Transform over the inner-most 3
 
@@ -2135,7 +2028,7 @@ dimensions of `input`.
 
 - - -
 
-### `tf.batch_ifft3d(input, name=None)` {#batch_ifft3d}
+### `tf.ifft3d(input, name=None)` {#ifft3d}
 
 Compute the inverse 3-dimensional discrete Fourier Transform over the inner-most