SlidingWindowDataset

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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<?>
handle()

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 ()