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 | |
| 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