org.tensorflow.op.core

Class ThreadPoolDataset

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.ThreadPoolDataset

All Implemented Interfaces:

Op, Operand<Object>

public final class ThreadPoolDataset
extends PrimitiveOp
implements Operand<Object>

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

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 ThreadPoolDataset	create(Scope scope, Operand<?> inputDataset, Operand<?> threadPool, List<Class<?>> outputTypes, List<Shape> outputShapes) Factory method to create a class wrapping a new ThreadPoolDataset operation.
Output<?>	handle()

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 ThreadPoolDataset create(Scope scope,
                                       Operand<?> inputDataset,
                                       Operand<?> threadPool,
                                       List<Class<?>> outputTypes,
                                       List<Shape> outputShapes)

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

Parameters:

scope - current scope

inputDataset -

threadPool - A resource produced by the ThreadPoolHandle op.

outputTypes -

outputShapes -

Returns:

a new instance of ThreadPoolDataset

handle

public Output<?> handle()

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)