org.tensorflow.op.sparse

Class SparseTensorDenseAdd<U>

java.lang.Object

org.tensorflow.op.PrimitiveOp

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

Type Parameters:

U - data type for output() output

All Implemented Interfaces:

Op, Operand<U>

@Operator(group="sparse")
public final class SparseTensorDenseAdd<U>
extends PrimitiveOp
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.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<U>	asOutput() Returns the symbolic handle of a tensor.
static <U,T extends Number> 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()

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static <U,T extends Number> 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.

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()

asOutput

public Output<U> 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<U>

See Also:

OperationBuilder.addInput(Output)