Class SparseTensorDenseAdd<U extends TType>

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.sparse.SparseTensorDenseAdd<U>

All Implemented Interfaces:

Shaped, Op, Operand<U>

@Operator(group="sparse")
public final class SparseTensorDenseAdd<U extends TType>
extends RawOp
implements Operand<U>

Adds up a SparseTensor and a dense Tensor, producing a dense Tensor. This Op does not require a_indices be sorted in standard lexicographic order.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	SparseTensorDenseAdd.Inputs<T extends TNumber, U extends TType>

Field Summary

Fields

Modifier and Type	Field	Description
static final String	OP_NAME	The name of this op, as known by TensorFlow core engine

Fields inherited from class RawOp

operation

Constructor Summary

Constructors

Constructor	Description
SparseTensorDenseAdd(Operation operation)

Method Summary

Modifier and Type	Method	Description
Output<U>	asOutput()	Returns the symbolic handle of the tensor.
static <U extends TType, T extends TNumber> SparseTensorDenseAdd<U>	create(Scope scope, Operand<T> aIndices, Operand<U> aValues, Operand<T> aShape, Operand<U> b)	Factory method to create a class wrapping a new SparseTensorDenseAdd operation.
Output<U>	output()	Gets output.

Methods inherited from class RawOp

equals, hashCode, op, toString

Methods inherited from class Object

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

Methods inherited from interface Op

env, op

Methods inherited from interface Operand

asTensor, shape, type

Methods inherited from interface Shaped

rank, size

Field Details

OP_NAME

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

See Also:

• Constant Field Values

Constructor Details

SparseTensorDenseAdd

public SparseTensorDenseAdd(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static <U extends TType, T extends TNumber>
SparseTensorDenseAdd<U> create(Scope scope,
 Operand<T> aIndices,
 Operand<U> aValues,
 Operand<T> aShape,
 Operand<U> b)

Factory method to create a class wrapping a new SparseTensorDenseAdd operation.

Type Parameters:

U - data type for SparseTensorDenseAdd output and operands

T - data type for SparseTensorDenseAdd output and operands

Parameters:

scope - current scope

aIndices - 2-D. The indices of the SparseTensor, with shape [nnz, ndims].

aValues - 1-D. The values of the SparseTensor, with shape [nnz].

aShape - 1-D. The shape of the SparseTensor, with shape [ndims].

b - ndims-D Tensor. With shape a_shape.

Returns:

a new instance of SparseTensorDenseAdd

output

public Output<U> output()

Gets output.

Returns:

output.

asOutput

public Output<U> asOutput()

Description copied from interface: Operand

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.

Specified by:

asOutput in interface Operand<U extends TType>

See Also:

• OperationBuilder.addInput(Output)