org.tensorflow.op.core

Class SetSize

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.SetSize

All Implemented Interfaces:

Op, Operand<Integer>

@Operator
public final class SetSize
extends PrimitiveOp
implements Operand<Integer>

Number of unique elements along last dimension of input `set`.

Input `set` is a `SparseTensor` represented by `set_indices`, `set_values`, and `set_shape`. The last dimension contains values in a set, duplicates are allowed but ignored.

If `validate_indices` is `True`, this op validates the order and range of `set` indices.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	SetSize.Options Optional attributes for SetSize

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<Integer>	asOutput() Returns the symbolic handle of a tensor.
static <T> SetSize	create(Scope scope, Operand<Long> setIndices, Operand<T> setValues, Operand<Long> setShape, SetSize.Options... options) Factory method to create a class to wrap a new SetSize operation to the graph.
Output<Integer>	size() For `set` ranked `n`, this is a `Tensor` with rank `n-1`, and the same 1st `n-1` dimensions as `set`.
static SetSize.Options	validateIndices(Boolean validateIndices)

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> SetSize create(Scope scope,
                                 Operand<Long> setIndices,
                                 Operand<T> setValues,
                                 Operand<Long> setShape,
                                 SetSize.Options... options)

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

Parameters:

scope - current graph scope

setIndices - 2D `Tensor`, indices of a `SparseTensor`.

setValues - 1D `Tensor`, values of a `SparseTensor`.

setShape - 1D `Tensor`, shape of a `SparseTensor`.

options - carries optional attributes values

Returns:

a new instance of SetSize

validateIndices

public static SetSize.Options validateIndices(Boolean validateIndices)

Parameters:

validateIndices -

size

public Output<Integer> size()

For `set` ranked `n`, this is a `Tensor` with rank `n-1`, and the same 1st `n-1` dimensions as `set`. Each value is the number of unique elements in the corresponding `[0...n-1]` dimension of `set`.

asOutput

public Output<Integer> 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<Integer>

See Also:

OperationBuilder.addInput(Output)