tensorflow:: ops:: MaxPoolGradGradWithArgmax
#include <nn_ops.h>
Computes second-order gradients of the maxpooling function.
Summary
Args:
- scope: A Scope object
- input: The original input.
- grad: 4-D with shape
[batch, height, width, channels]
. Gradients w.r.t. the input ofmax_pool
. - argmax: The indices of the maximum values chosen for each output of
max_pool
. - 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
):
- include_batch_in_index: Whether to include batch dimension in flattened index of
argmax
.
Returns:
Output
: Gradients of gradients w.r.t. the input ofmax_pool
.
Constructors and Destructors |
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MaxPoolGradGradWithArgmax(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input grad, ::tensorflow::Input argmax, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding)
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MaxPoolGradGradWithArgmax(const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input grad, ::tensorflow::Input argmax, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding, const MaxPoolGradGradWithArgmax::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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IncludeBatchInIndex(bool x)
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Structs |
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tensorflow:: |
Optional attribute setters for MaxPoolGradGradWithArgmax. |
Public attributes
operation
Operation operation
output
::tensorflow::Output output
Public functions
MaxPoolGradGradWithArgmax
MaxPoolGradGradWithArgmax( const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input grad, ::tensorflow::Input argmax, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding )
MaxPoolGradGradWithArgmax
MaxPoolGradGradWithArgmax( const ::tensorflow::Scope & scope, ::tensorflow::Input input, ::tensorflow::Input grad, ::tensorflow::Input argmax, const gtl::ArraySlice< int > & ksize, const gtl::ArraySlice< int > & strides, StringPiece padding, const MaxPoolGradGradWithArgmax::Attrs & attrs )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const
Public static functions
IncludeBatchInIndex
Attrs IncludeBatchInIndex( bool x )