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`.
Constants
String | OP_NAME | The name of this op, as known by TensorFlow core engine |
Public Methods
Output<T> |
asOutput()
Returns the symbolic handle of the tensor.
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static <T extends TType> SparseSliceGrad<T> | |
Output<T> |
valGrad()
1-D.
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Inherited Methods
Constants
public static final String OP_NAME
The name of this op, as known by TensorFlow core engine
Public Methods
public Output<T> asOutput ()
Returns the symbolic handle of the 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.
public static SparseSliceGrad<T> create (Scope scope, Operand<T> backpropValGrad, Operand<TInt64> inputIndices, Operand<TInt64> inputStart, Operand<TInt64> outputIndices)
Factory method to create a class wrapping a new SparseSliceGrad operation.
Parameters
scope | current scope |
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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
public Output<T> valGrad ()
1-D. The gradient with respect to the non-empty values of input `SparseTensor`.