tensorflow:: ops:: SparseSliceGrad
#include <sparse_ops.h>
The gradient operator for the SparseSlice op.
Summary
This op takes in the upstream gradient w.r.t. non-empty values of the sliced SparseTensor
, and outputs the gradients w.r.t. the non-empty values of input SparseTensor
.
Args:
- scope: A Scope object
- backprop_val_grad: 1-D. The gradient with respect to the non-empty values of the sliced
SparseTensor
. - input_indices: 2-D. The
indices
of the inputSparseTensor
. - input_start: 1-D. tensor represents the start of the slice.
- output_indices: 2-D. The
indices
of the slicedSparseTensor
.
Returns:
Output
: 1-D. The gradient with respect to the non-empty values of inputSparseTensor
.
Constructors and Destructors |
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SparseSliceGrad(const ::tensorflow::Scope & scope, ::tensorflow::Input backprop_val_grad, ::tensorflow::Input input_indices, ::tensorflow::Input input_start, ::tensorflow::Input output_indices)
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Public attributes |
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operation
|
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val_grad
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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 attributes
operation
Operation operation
val_grad
::tensorflow::Output val_grad
Public functions
SparseSliceGrad
SparseSliceGrad( const ::tensorflow::Scope & scope, ::tensorflow::Input backprop_val_grad, ::tensorflow::Input input_indices, ::tensorflow::Input input_start, ::tensorflow::Input output_indices )
node
::tensorflow::Node * node() const
operator::tensorflow::Input
operator::tensorflow::Input() const
operator::tensorflow::Output
operator::tensorflow::Output() const