ThreadPoolHandle

public final class ThreadPoolHandle

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

Nested Classes

class

ThreadPoolHandle.Options

Optional attributes for ThreadPoolHandle

Constants

String

OP_NAME

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

Public Methods

Output<TType>	asOutput() Returns the symbolic handle of the tensor.
static ThreadPoolHandle.Options	container(String container)
static ThreadPoolHandle	create(Scope scope, Long numThreads, String displayName, 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)

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single Operation.
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single Operation.

From interface org.tensorflow.Operand

abstract Output<TType>	asOutput() Returns the symbolic handle of the tensor.
abstract TType	asTensor() Returns the tensor at this operand.
abstract Shape	shape() Returns the (possibly partially known) shape of the tensor referred to by the Output of this operand.
abstract Class<TType>	type() Returns the tensor type of this operand

From interface org.tensorflow.ndarray.Shaped

abstract int	rank()
abstract Shape	shape()
abstract long	size() Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

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

Constant Value: "ThreadPoolHandle"

Public Methods

public Output<TType> asOutput ()

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.

public static ThreadPoolHandle.Options container (String container)

public static ThreadPoolHandle create (Scope scope, Long numThreads, String displayName, 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

public Output<?> handle ()

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

public static ThreadPoolHandle.Options maxIntraOpParallelism (Long maxIntraOpParallelism)

Parameters

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

public static ThreadPoolHandle.Options sharedName (String sharedName)