org.tensorflow.op.data

Class MultiDeviceIterator

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.data.MultiDeviceIterator

All Implemented Interfaces:

Op, Operand<Object>

public final class MultiDeviceIterator
extends PrimitiveOp
implements Operand<Object>

Creates a MultiDeviceIterator resource.

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 MultiDeviceIterator	create(Scope scope, List<String> devices, String sharedName, String container, List<Class<?>> outputTypes, List<Shape> outputShapes) Factory method to create a class wrapping a new MultiDeviceIterator operation.
Output<?>	handle() Handle to the resource created.

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 MultiDeviceIterator create(Scope scope,
                                         List<String> devices,
                                         String sharedName,
                                         String container,
                                         List<Class<?>> outputTypes,
                                         List<Shape> outputShapes)

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

Parameters:

scope - current scope

devices - A list of devices the iterator works across.

sharedName - If non-empty, this resource will be shared under the given name across multiple sessions.

container - If non-empty, this resource is placed in the given container. Otherwise, a default container is used.

outputTypes - The type list for the return values.

outputShapes - The list of shapes being produced.

Returns:

a new instance of MultiDeviceIterator

handle

public Output<?> handle()

Handle to the resource created.

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)