org.tensorflow.op.data

Class DenseToSparseBatchDataset

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.data.DenseToSparseBatchDataset

All Implemented Interfaces:

Op, Operand<Object>

public final class DenseToSparseBatchDataset
extends PrimitiveOp
implements Operand<Object>

Creates a dataset that batches input elements into a SparseTensor.

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 DenseToSparseBatchDataset	create(Scope scope, Operand<?> inputDataset, Operand<Long> batchSize, Operand<Long> rowShape, List<Class<?>> outputTypes, List<Shape> outputShapes) Factory method to create a class wrapping a new DenseToSparseBatchDataset 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 DenseToSparseBatchDataset create(Scope scope,
                                               Operand<?> inputDataset,
                                               Operand<Long> batchSize,
                                               Operand<Long> rowShape,
                                               List<Class<?>> outputTypes,
                                               List<Shape> outputShapes)

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

Parameters:

scope - current scope

inputDataset - A handle to an input dataset. Must have a single component.

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

rowShape - A vector representing the dense shape of each row in the produced SparseTensor. The shape may be partially specified, using `-1` to indicate that a particular dimension should use the maximum size of all batch elements.

outputTypes -

outputShapes -

Returns:

a new instance of DenseToSparseBatchDataset

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)