org.tensorflow.op.data

Class WindowDataset

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.data.WindowDataset

All Implemented Interfaces:

Op, Operand<Object>

public final class WindowDataset
extends PrimitiveOp
implements Operand<Object>

A dataset that creates window datasets from the input dataset.

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<Object>	asOutput() Returns the symbolic handle of a tensor.
static WindowDataset	create(Scope scope, Operand<?> inputDataset, Operand<Long> size, Operand<Long> shift, Operand<Long> stride, Operand<Boolean> dropRemainder, List<Class<?>> outputTypes, List<Shape> outputShapes) Factory method to create a class wrapping a new WindowDataset operation.
Output<?>	handle()

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

public static WindowDataset create(Scope scope,
                                   Operand<?> inputDataset,
                                   Operand<Long> size,
                                   Operand<Long> shift,
                                   Operand<Long> stride,
                                   Operand<Boolean> dropRemainder,
                                   List<Class<?>> outputTypes,
                                   List<Shape> outputShapes)

Factory method to create a class wrapping a new WindowDataset operation.

Parameters:

scope - current scope

inputDataset -

size - A scalar representing the number of elements to accumulate in a window.

shift - A scalar representing the steps moving the sliding window forward in one iteration. It must be positive.

stride - A scalar representing the stride of the input elements of the sliding window. It must be positive.

dropRemainder - A scalar representing whether a window should be dropped in case its size is smaller than desired.

outputTypes -

outputShapes -

Returns:

a new instance of WindowDataset

handle

public Output<?> handle()

asOutput

public Output<Object> asOutput()

Description copied from interface: Operand

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.

Specified by:

asOutput in interface Operand<Object>

See Also:

OperationBuilder.addInput(Output)