org.tensorflow.op.core

Class RecordInput

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.RecordInput

All Implemented Interfaces:

Op, Operand<String>

@Operator
public final class RecordInput
extends PrimitiveOp
implements Operand<String>

Emits randomized records.

Nested Class Summary

Nested Classes

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

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<String>	asOutput() Returns the symbolic handle of a tensor.
static RecordInput.Options	batchSize(Long batchSize)
static RecordInput.Options	compressionType(String compressionType)
static RecordInput	create(Scope scope, String filePattern, RecordInput.Options... options) Factory method to create a class to wrap a new RecordInput operation to the graph.
static RecordInput.Options	fileBufferSize(Long fileBufferSize)
static RecordInput.Options	fileParallelism(Long fileParallelism)
static RecordInput.Options	fileRandomSeed(Long fileRandomSeed)
static RecordInput.Options	fileShuffleShiftRatio(Float fileShuffleShiftRatio)
Output<String>	records() A tensor of shape [batch_size].

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static RecordInput create(Scope scope,
                                 String filePattern,
                                 RecordInput.Options... options)

Factory method to create a class to wrap a new RecordInput operation to the graph.

Parameters:

scope - current graph scope

filePattern - Glob pattern for the data files.

options - carries optional attributes values

Returns:

a new instance of RecordInput

fileRandomSeed

public static RecordInput.Options fileRandomSeed(Long fileRandomSeed)

Parameters:

fileRandomSeed - Random seeds used to produce randomized records.

fileShuffleShiftRatio

public static RecordInput.Options fileShuffleShiftRatio(Float fileShuffleShiftRatio)

Parameters:

fileShuffleShiftRatio - Shifts the list of files after the list is randomly shuffled.

fileBufferSize

public static RecordInput.Options fileBufferSize(Long fileBufferSize)

Parameters:

fileBufferSize - The randomization shuffling buffer.

fileParallelism

public static RecordInput.Options fileParallelism(Long fileParallelism)

Parameters:

fileParallelism - How many sstables are opened and concurrently iterated over.

batchSize

public static RecordInput.Options batchSize(Long batchSize)

Parameters:

batchSize - The batch size.

compressionType

public static RecordInput.Options compressionType(String compressionType)

Parameters:

compressionType - The type of compression for the file. Currently ZLIB and GZIP are supported. Defaults to none.

records

public Output<String> records()

A tensor of shape [batch_size].

asOutput

public Output<String> 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<String>

See Also:

OperationBuilder.addInput(Output)