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

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)