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
.
Args:
- 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 |
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AvgPool(const ::tensorflow::Scope & scope, ::tensorflow::Input value, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding)
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AvgPool(const ::tensorflow::Scope & scope, ::tensorflow::Input value, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding, const AvgPool::Attrs & attrs)
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Public attributes |
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operation
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output
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Public functions |
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node() const
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::tensorflow::Node *
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operator::tensorflow::Input() const
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operator::tensorflow::Output() const
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Public static functions |
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DataFormat(StringPiece x)
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Structs |
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tensorflow:: |
Optional attribute setters for AvgPool. |
Public attributes
operation
Operation operation
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 )