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tensorflow:: ops:: MaxPool

#include <nn_ops.h>

Performs max pooling on the input.

Summary

Args:

  • scope: A Scope object
  • input: 4-D input to pool over.
  • ksize: The size of the window for each dimension of the input tensor.
  • strides: The stride of the sliding window for each dimension of the input tensor.
  • 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 max pooled output tensor.

Constructors and Destructors

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

Public attributes

operation
output

Public functions

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

Public static functions

DataFormat (StringPiece x)
ExplicitPaddings (const gtl::ArraySlice< int > & x)

Structs

tensorflow:: ops:: MaxPool:: Attrs

Optional attribute setters for MaxPool .

Public attributes

operation

Operation operation

output

::tensorflow::Output output

Public functions

MaxPool

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

MaxPool

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

ExplicitPaddings

Attrs ExplicitPaddings(
  const gtl::ArraySlice< int > & x
)