Class ThreadPoolDataset

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.data.experimental.ThreadPoolDataset

All Implemented Interfaces:

Shaped, Op, Operand<TType>

@Operator(group="data.experimental")
public final class ThreadPoolDataset
extends RawOp
implements Operand<TType>

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

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ThreadPoolDataset.Inputs

Field Summary

Fields

Modifier and Type	Field	Description
static final String	OP_NAME	The name of this op, as known by TensorFlow core engine

Fields inherited from class RawOp

operation

Constructor Summary

Constructors

Constructor	Description
ThreadPoolDataset(Operation operation)

Method Summary

Modifier and Type	Method	Description
Output<TType>	asOutput()	Returns the symbolic handle of the tensor.
static ThreadPoolDataset	create(Scope scope, Operand<? extends TType> inputDataset, Operand<? extends TType> threadPool, List<Class<? extends TType>> outputTypes, List<Shape> outputShapes)	Factory method to create a class wrapping a new ExperimentalThreadPoolDataset operation.
Output<? extends TType>	handle()	Gets handle.

Methods inherited from class RawOp

equals, hashCode, op, toString

Methods inherited from class Object

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

Methods inherited from interface Op

env, op

Methods inherited from interface Operand

asTensor, shape, type

Methods inherited from interface Shaped

rank, size

Field Details

OP_NAME

public static final String OP_NAME

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

See Also:

• Constant Field Values

Constructor Details

ThreadPoolDataset

public ThreadPoolDataset(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static ThreadPoolDataset create(Scope scope,
 Operand<? extends TType> inputDataset,
 Operand<? extends TType> threadPool,
 List<Class<? extends TType>> outputTypes,
 List<Shape> outputShapes)

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

Parameters:

scope - current scope

inputDataset - The inputDataset value

threadPool - A resource produced by the ThreadPoolHandle op.

outputTypes - The value of the outputTypes attribute

outputShapes - The value of the outputShapes attribute

Returns:

a new instance of ThreadPoolDataset

handle

public Output<? extends TType> handle()

Gets handle.

Returns:

handle.

asOutput

public Output<TType> asOutput()

Description copied from interface: Operand

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.

Specified by:

asOutput in interface Operand<TType>

See Also:

• OperationBuilder.addInput(Output)