SlidingWindowDataset

public final class SlidingWindowDataset

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

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

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.

Returns

• a new instance of SlidingWindowDataset

public Output <?> handle ()