org.tensorflow.op.data

Class BatchDataset

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.data.BatchDataset

All Implemented Interfaces:

Op, Operand<Object>

public final class BatchDataset
extends PrimitiveOp
implements Operand<Object>

Creates a dataset that batches `batch_size` elements from `input_dataset`.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	BatchDataset.Options Optional attributes for BatchDataset

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 BatchDataset	create(Scope scope, Operand<?> inputDataset, Operand<Long> batchSize, Operand<Boolean> dropRemainder, List<Class<?>> outputTypes, List<Shape> outputShapes, BatchDataset.Options... options) Factory method to create a class wrapping a new BatchDataset operation.
Output<?>	handle()
static BatchDataset.Options	parallelCopy(Boolean parallelCopy)

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 BatchDataset create(Scope scope,
                                  Operand<?> inputDataset,
                                  Operand<Long> batchSize,
                                  Operand<Boolean> dropRemainder,
                                  List<Class<?>> outputTypes,
                                  List<Shape> outputShapes,
                                  BatchDataset.Options... options)

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

Parameters:

scope - current scope

inputDataset -

batchSize - A scalar representing the number of elements to accumulate in a batch.

dropRemainder - A scalar representing whether the last batch should be dropped in case its size is smaller than desired.

outputTypes -

outputShapes -

options - carries optional attributes values

Returns:

a new instance of BatchDataset

parallelCopy

public static BatchDataset.Options parallelCopy(Boolean parallelCopy)

Parameters:

parallelCopy -

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)