tensorflow::ops::AvgPool

#include <nn_ops.h>

Performs average pooling on the input.

Summary

Each entry in output is the mean of the corresponding size ksize window in value.

Arguments:

  • scope: A Scope object
  • value: 4-D with shape [batch, height, width, channels].
  • ksize: The size of the sliding window for each dimension of value.
  • strides: The stride of the sliding window for each dimension of value.
  • padding: The type of padding algorithm to use.

Optional attributes (see Attrs):

  • data_format: Specify the data format of the input and output data. With the default format "NHWC", the data is stored in the order of: [batch, in_height, in_width, in_channels]. Alternatively, the format could be "NCHW", the data storage order of: [batch, in_channels, in_height, in_width].

Returns:

  • Output: The average pooled output tensor.

Constructors and Destructors

AvgPool(const ::tensorflow::Scope & scope, ::tensorflow::Input value, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding)
AvgPool(const ::tensorflow::Scope & scope, ::tensorflow::Input value, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding, const AvgPool::Attrs & attrs)

Public attributes

output

Public functions

node() const
::tensorflow::Node *
operator::tensorflow::Input() const
operator::tensorflow::Output() const

Public static functions

DataFormat(StringPiece x)

Structs

tensorflow::ops::AvgPool::Attrs

Optional attribute setters for AvgPool.

Public attributes

output

::tensorflow::Output output

Public functions

AvgPool

 AvgPool(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input value,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding
)

AvgPool

 AvgPool(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input value,
  const gtl::ArraySlice< int > & ksize,
  const gtl::ArraySlice< int > & strides,
  StringPiece padding,
  const AvgPool::Attrs & attrs
)

node

::tensorflow::Node * node() const 

operator::tensorflow::Input

 operator::tensorflow::Input() const 

operator::tensorflow::Output

 operator::tensorflow::Output() const 

Public static functions

DataFormat

Attrs DataFormat(
  StringPiece x
)