public final class
SlidingWindowDataset
Creates a dataset that passes a sliding window over `input_dataset`.
Nested Classes
| class | SlidingWindowDataset.Options | Optional attributes for SlidingWindowDataset
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Public Methods
| Output<Object> |
asOutput()
Returns the symbolic handle of a tensor.
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| static SlidingWindowDataset | |
| static SlidingWindowDataset.Options |
dropRemainder(Boolean dropRemainder)
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| Output<?> |
handle()
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Inherited Methods
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