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)
|
|
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)
|
Public attributes |
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operation
|
|
output
|
Public functions |
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node
() const
|
::tensorflow::Node *
|
operator::tensorflow::Input
() const
|
|
operator::tensorflow::Output
() const
|
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Public static functions |
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IncludeBatchInIndex
(bool x)
|
Structs |
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tensorflow::
|
Optional attribute setters for MaxPoolGradGradWithArgmax . |
Public attributes
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