org.tensorflow.op.data

Class ModelDataset

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.data.ModelDataset

All Implemented Interfaces:

Op, Operand<Object>

public final class ModelDataset
extends PrimitiveOp
implements Operand<Object>

Identity transformation that models performance.

Identity transformation that models performance.

Nested Class Summary

Nested Classes

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

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static ModelDataset.Options	algorithm(Long algorithm)
Output<Object>	asOutput() Returns the symbolic handle of a tensor.
static ModelDataset.Options	cpuBudget(Long cpuBudget)
static ModelDataset	create(Scope scope, Operand<?> inputDataset, List<Class<?>> outputTypes, List<Shape> outputShapes, ModelDataset.Options... options) Factory method to create a class wrapping a new ModelDataset 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 ModelDataset create(Scope scope,
                                  Operand<?> inputDataset,
                                  List<Class<?>> outputTypes,
                                  List<Shape> outputShapes,
                                  ModelDataset.Options... options)

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

Parameters:

scope - current scope

inputDataset - A variant tensor representing the input dataset.

outputTypes -

outputShapes -

options - carries optional attributes values

Returns:

a new instance of ModelDataset

algorithm

public static ModelDataset.Options algorithm(Long algorithm)

Parameters:

algorithm -

cpuBudget

public static ModelDataset.Options cpuBudget(Long cpuBudget)

Parameters:

cpuBudget -

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)