org.tensorflow.op.core

Class SparseSliceGrad<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.SparseSliceGrad<T>

Type Parameters:

T - data type for valGrad() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class SparseSliceGrad<T>
extends PrimitiveOp
implements Operand<T>

The gradient operator for the SparseSlice op.

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`.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T> SparseSliceGrad<T>	create(Scope scope, Operand<T> backpropValGrad, Operand<Long> inputIndices, Operand<Long> inputStart, Operand<Long> outputIndices) Factory method to create a class to wrap a new SparseSliceGrad operation to the graph.
Output<T>	valGrad() 1-D.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static <T> SparseSliceGrad<T> create(Scope scope,
                                            Operand<T> backpropValGrad,
                                            Operand<Long> inputIndices,
                                            Operand<Long> inputStart,
                                            Operand<Long> outputIndices)

Factory method to create a class to wrap a new SparseSliceGrad operation to the graph.

Parameters:

scope - current graph scope

backpropValGrad - 1-D. The gradient with respect to the non-empty values of the sliced `SparseTensor`.

inputIndices - 2-D. The `indices` of the input `SparseTensor`.

inputStart - 1-D. tensor represents the start of the slice.

outputIndices - 2-D. The `indices` of the sliced `SparseTensor`.

Returns:

a new instance of SparseSliceGrad

valGrad

public Output<T> valGrad()

1-D. The gradient with respect to the non-empty values of input `SparseTensor`.

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

Specified by:

asOutput in interface Operand<T>

See Also:

OperationBuilder.addInput(Output)