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
indicesof the inputSparseTensor. - input_start: 1-D. tensor represents the start of the slice.
- output_indices: 2-D. The
indicesof 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) |
Public attributes | |
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operation | |
val_grad | |
Public functions | |
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node() const | ::tensorflow::Node * |
operator::tensorflow::Input() const | |
operator::tensorflow::Output() const | |