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
.
Arguments:
- 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 | |
---|---|
SparseSliceGrad(const ::tensorflow::Scope & scope, ::tensorflow::Input backprop_val_grad, ::tensorflow::Input input_indices, ::tensorflow::Input input_start, ::tensorflow::Input output_indices) |
Public attributes | |
---|---|
operation | |
val_grad |
Public functions | |
---|---|
node() const | ::tensorflow::Node * |
operator::tensorflow::Input() const | |
operator::tensorflow::Output() const |
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
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/sparse-slice-grad