SlidingWindowDataset

public final class SlidingWindowDataset

Creates a dataset that passes a sliding window over `input_dataset`.

Nested Classes

class

SlidingWindowDataset.Options

Optional attributes for SlidingWindowDataset

Public Methods

Output<Object>	asOutput() Returns the symbolic handle of a tensor.
static SlidingWindowDataset	create(Scope scope, Operand<?> inputDataset, Operand<Long> windowSize, Operand<Long> windowShift, Operand<Long> windowStride, List<Class<?>> outputTypes, List<Shape> outputShapes, Options... options) Factory method to create a class wrapping a new SlidingWindowDataset operation.
static SlidingWindowDataset.Options	dropRemainder(Boolean dropRemainder)
Output<?>	handle()

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying Operation
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.Operand

abstract Output<Object>

asOutput() Returns the symbolic handle of a tensor.

Public Methods

public Output<Object> asOutput ()

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.

public static SlidingWindowDataset create (Scope scope, Operand<?> inputDataset, Operand<Long> windowSize, Operand<Long> windowShift, Operand<Long> windowStride, List<Class<?>> outputTypes, List<Shape> outputShapes, Options... options)

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

Parameters

scope	current scope
windowSize	A scalar representing the number of elements in the sliding window.
windowShift	A scalar representing the steps moving the sliding window forward in one iteration. It must be positive.
windowStride	A scalar representing the stride of the input elements of the sliding window. It must be positive.
options	carries optional attributes values

Returns

• a new instance of SlidingWindowDataset

public static SlidingWindowDataset.Options dropRemainder (Boolean dropRemainder)

public Output<?> handle ()