org.tensorflow.op.data

Class ExperimentalThreadPoolHandle

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.data.ExperimentalThreadPoolHandle

All Implemented Interfaces:

Op, Operand<Object>

public final class ExperimentalThreadPoolHandle
extends PrimitiveOp
implements Operand<Object>

Creates a dataset that uses a custom thread pool to compute `input_dataset`.

Nested Class Summary

Nested Classes

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

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<Object>	asOutput() Returns the symbolic handle of a tensor.
static ExperimentalThreadPoolHandle.Options	container(String container)
static ExperimentalThreadPoolHandle	create(Scope scope, Long numThreads, String displayName, ExperimentalThreadPoolHandle.Options... options) Factory method to create a class wrapping a new ExperimentalThreadPoolHandle operation.
Output<?>	handle() A resource that can be consumed by one or more ExperimentalThreadPoolDataset ops.
static ExperimentalThreadPoolHandle.Options	maxIntraOpParallelism(Long maxIntraOpParallelism)
static ExperimentalThreadPoolHandle.Options	sharedName(String sharedName)

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 ExperimentalThreadPoolHandle create(Scope scope,
                                                  Long numThreads,
                                                  String displayName,
                                                  ExperimentalThreadPoolHandle.Options... options)

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

Parameters:

scope - current scope

numThreads - The number of threads in the thread pool.

displayName - A human-readable name for the threads that may be visible in some visualizations. threadpool.

options - carries optional attributes values

Returns:

a new instance of ExperimentalThreadPoolHandle

maxIntraOpParallelism

public static ExperimentalThreadPoolHandle.Options maxIntraOpParallelism(Long maxIntraOpParallelism)

Parameters:

maxIntraOpParallelism - The maximum degree of parallelism to use within operations that execute on this threadpool.

container

public static ExperimentalThreadPoolHandle.Options container(String container)

Parameters:

container -

sharedName

public static ExperimentalThreadPoolHandle.Options sharedName(String sharedName)

Parameters:

sharedName -

handle

public Output<?> handle()

A resource that can be consumed by one or more ExperimentalThreadPoolDataset ops.

asOutput

public Output<Object> 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<Object>

See Also:

OperationBuilder.addInput(Output)