Class LoadDataset

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.data.LoadDataset

All Implemented Interfaces:

Shaped, Op, Operand<TType>

@Operator(group="data")
public final class LoadDataset
extends RawOp
implements Operand<TType>

The LoadDataset operation

Nested Class Summary

Nested Classes

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

Field Summary

Fields

Modifier and Type	Field	Description
static final String	OP_NAME	The name of this op, as known by TensorFlow core engine

Fields inherited from class RawOp

operation

Constructor Summary

Constructors

Constructor	Description
LoadDataset(Operation operation)

Method Summary

Modifier and Type	Method	Description
Output<TType>	asOutput()	Returns the symbolic handle of the tensor.
static LoadDataset.Options	compression(String compression)	Sets the compression option.
static LoadDataset	create(Scope scope, Operand<TString> path, Iterable<Operand<?>> readerFuncOtherArgs, List<Class<? extends TType>> outputTypes, List<Shape> outputShapes, ConcreteFunction readerFunc, LoadDataset.Options... options)	Factory method to create a class wrapping a new LoadDataset operation.
Output<? extends TType>	handle()	Gets handle.

Methods inherited from class RawOp

equals, hashCode, op, toString

Methods inherited from class Object

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

Methods inherited from interface Op

env, op

Methods inherited from interface Operand

asTensor, shape, type

Methods inherited from interface Shaped

rank, size

Field Details

OP_NAME

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

See Also:

• Constant Field Values

Constructor Details

LoadDataset

public LoadDataset(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static LoadDataset create(Scope scope,
 Operand<TString> path,
 Iterable<Operand<?>> readerFuncOtherArgs,
 List<Class<? extends TType>> outputTypes,
 List<Shape> outputShapes,
 ConcreteFunction readerFunc,
 LoadDataset.Options... options)

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

Parameters:

scope - current scope

path - The path value

readerFuncOtherArgs - The readerFuncOtherArgs value

outputTypes - The value of the outputTypes attribute

outputShapes - The value of the outputShapes attribute

readerFunc - The value of the readerFunc attribute

options - carries optional attribute values

Returns:

a new instance of LoadDataset

compression

public static LoadDataset.Options compression(String compression)

Sets the compression option.

Parameters:

compression - the compression option

Returns:

this Options instance.

handle

public Output<? extends TType> handle()

Gets handle.

Returns:

handle.

asOutput

public Output<TType> asOutput()

Description copied from interface: Operand

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.

Specified by:

asOutput in interface Operand<TType>

See Also:

• OperationBuilder.addInput(Output)