Class SlidingWindowDataset.Inputs

java.lang.Object

org.tensorflow.op.RawOpInputs<SlidingWindowDataset>

org.tensorflow.op.data.SlidingWindowDataset.Inputs

Enclosing class:

SlidingWindowDataset

public static class SlidingWindowDataset.Inputs
extends RawOpInputs<SlidingWindowDataset>

Field Summary

Fields

Modifier and Type	Field	Description
final boolean	dropRemainder	The dropRemainder attribute
final Operand<? extends TType>	inputDataset	The inputDataset input
final Shape[]	outputShapes	The outputShapes attribute
final DataType[]	outputTypes	The outputTypes attribute
final Operand<TInt64>	windowShift	A scalar representing the steps moving the sliding window forward in one iteration.
final Operand<TInt64>	windowSize	A scalar representing the number of elements in the sliding window.
final Operand<TInt64>	windowStride	A scalar representing the stride of the input elements of the sliding window.

Constructor Summary

Constructors

Constructor	Description
Inputs(GraphOperation op)

Method Summary

Methods inherited from class RawOpInputs

attributeMetadata, attributeNames, attributes, attributeValue, attributeValues, equals, getOutputs, hashCode, toString

Modifier and Type	Method	Description
AttributeMetadata	attributeMetadata(String name)	Get the metadata for an attribute
Set<String>	attributeNames()	Get the names of this op's attributes
OperationAttributeInspector	attributes()	Get an inspector for the operation's attributes.
AttrValue	attributeValue(String name)	Get the value of an attribute as an AttrValue proto.
Map<String, AttrValue>	attributeValues()	Get all attribute value protos
final boolean	equals(Object obj)
SlidingWindowDataset	getOutputs()	The outputs of this operation.
final int	hashCode()
final String	toString()

Methods inherited from class Object

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

Field Details

inputDataset

public final Operand<? extends TType> inputDataset

The inputDataset input

windowSize

public final Operand<TInt64> windowSize

A scalar representing the number of elements in the sliding window.

windowShift

public final Operand<TInt64> windowShift

A scalar representing the steps moving the sliding window forward in one iteration. It must be positive.

windowStride

public final Operand<TInt64> windowStride

A scalar representing the stride of the input elements of the sliding window. It must be positive.

dropRemainder

public final boolean dropRemainder

The dropRemainder attribute

outputTypes

public final DataType[] outputTypes

The outputTypes attribute

outputShapes

public final Shape[] outputShapes

The outputShapes attribute

Constructor Details

Inputs

public Inputs(GraphOperation op)