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SlidingWindowDataset

public final class SlidingWindowDataset

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

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

Output < TType >
asOutput ()
Returns the symbolic handle of the tensor.
static SlidingWindowDataset
create ( Scope scope, Operand <?> inputDataset, Operand < TInt64 > windowSize, Operand < TInt64 > windowShift, Operand < TInt64 > windowStride, List<Class<? extends TType >> outputTypes, List< Shape > outputShapes)
Factory method to create a class wrapping a new SlidingWindowDataset operation.
Output <?>

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "ExperimentalSlidingWindowDataset"

Public Methods

public Output < TType > asOutput ()

Returns the symbolic handle of the 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 < TInt64 > windowSize, Operand < TInt64 > windowShift, Operand < TInt64 > windowStride, List<Class<? extends TType >> 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 ()