Package org.tensorflow.op.data

Class PrefetchDataset

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.data.PrefetchDataset

All Implemented Interfaces:

Op, Operand<java.lang.Object>

@Operator(group="data")
public final class PrefetchDataset
extends PrimitiveOp
implements Operand<java.lang.Object>

Creates a dataset that asynchronously prefetches elements from `input_dataset`.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method	Description
Output<java.lang.Object>	asOutput()	Returns the symbolic handle of a tensor.
static PrefetchDataset	create(Scope scope, Operand<?> inputDataset, Operand<java.lang.Long> bufferSize, java.util.List<java.lang.Class<?>> outputTypes, java.util.List<Shape> outputShapes)	Factory method to create a class to wrap a new PrefetchDataset operation to the graph.
Output<?>	handle()

Methods inherited from class java.lang.Object

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

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Method Detail

create

public static PrefetchDataset create(Scope scope,
                                     Operand<?> inputDataset,
                                     Operand<java.lang.Long> bufferSize,
                                     java.util.List<java.lang.Class<?>> outputTypes,
                                     java.util.List<Shape> outputShapes)

Factory method to create a class to wrap a new PrefetchDataset operation to the graph.

Parameters:

scope - current graph scope

inputDataset -

bufferSize - The maximum number of elements to buffer in an iterator over this dataset.

outputTypes -

outputShapes -

Returns:

a new instance of PrefetchDataset

handle

public Output<?> handle()

asOutput

public Output<java.lang.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<java.lang.Object>

See Also:

OperationBuilder.addInput(Output)