org.tensorflow.op.core

Class ThreadPoolHandle

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.ThreadPoolHandle

All Implemented Interfaces:

Op, Operand<Object>

public final class ThreadPoolHandle
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	ThreadPoolHandle.Options Optional attributes for ThreadPoolHandle

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 ThreadPoolHandle.Options	container(String container)
static ThreadPoolHandle	create(Scope scope, Long numThreads, String displayName, ThreadPoolHandle.Options... options) Factory method to create a class wrapping a new ThreadPoolHandle operation.
Output<?>	handle() A resource that can be consumed by one or more ExperimentalThreadPoolDataset ops.
static ThreadPoolHandle.Options	maxIntraOpParallelism(Long maxIntraOpParallelism)
static ThreadPoolHandle.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 ThreadPoolHandle create(Scope scope,
                                      Long numThreads,
                                      String displayName,
                                      ThreadPoolHandle.Options... options)

Factory method to create a class wrapping a new ThreadPoolHandle 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 ThreadPoolHandle

maxIntraOpParallelism

public static ThreadPoolHandle.Options maxIntraOpParallelism(Long maxIntraOpParallelism)

Parameters:

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

container

public static ThreadPoolHandle.Options container(String container)

Parameters:

container -

sharedName

public static ThreadPoolHandle.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)