Package org.tensorflow.op.sparse

Class SparseDenseCwiseDiv<T>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.sparse.SparseDenseCwiseDiv<T>

Type Parameters:

T - data type for output() output

All Implemented Interfaces:

Op, Operand<T>

@Operator(group="sparse")
public final class SparseDenseCwiseDiv<T>
extends PrimitiveOp
implements Operand<T>

Component-wise divides a SparseTensor by a dense Tensor.

Limitation: this Op only broadcasts the dense side to the sparse side, but not the other direction.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method	Description
Output<T>	asOutput()	Returns the symbolic handle of a tensor.
static <T> SparseDenseCwiseDiv<T>	create(Scope scope, Operand<java.lang.Long> spIndices, Operand<T> spValues, Operand<java.lang.Long> spShape, Operand<T> dense)	Factory method to create a class to wrap a new SparseDenseCwiseDiv operation to the graph.
Output<T>	output()	1-D.

Methods inherited from class java.lang.Object

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

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Method Detail

create

public static <T> SparseDenseCwiseDiv<T> create(Scope scope,
                                                Operand<java.lang.Long> spIndices,
                                                Operand<T> spValues,
                                                Operand<java.lang.Long> spShape,
                                                Operand<T> dense)

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

Parameters:

scope - current graph scope

spIndices - 2-D. `N x R` matrix with the indices of non-empty values in a SparseTensor, possibly not in canonical ordering.

spValues - 1-D. `N` non-empty values corresponding to `sp_indices`.

spShape - 1-D. Shape of the input SparseTensor.

dense - `R`-D. The dense Tensor operand.

Returns:

a new instance of SparseDenseCwiseDiv

output

public Output<T> output()

1-D. The `N` values that are operated on.

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)