RecordInput

public final class RecordInput

Emits randomized records.

Nested Classes

class RecordInput.Options Optional attributes for RecordInput

Constants

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

Public Methods

Output<TString>	asOutput() Returns the symbolic handle of the tensor.
static RecordInput.Options	batchSize(Long batchSize)
static RecordInput.Options	compressionType(String compressionType)
static RecordInput	create(Scope scope, String filePattern, Options... options) Factory method to create a class wrapping a new RecordInput operation.
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<TString>	records() A tensor of shape [batch_size].

Inherited Methods

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single `Operation`.
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single `Operation`.

From interface org.tensorflow.Operand

abstract Output<TString>	asOutput() Returns the symbolic handle of the tensor.
abstract TString	asTensor() Returns the tensor at this operand.
abstract Shape	shape() Returns the (possibly partially known) shape of the tensor referred to by the `Output` of this operand.
abstract Class<TString>	type() Returns the tensor type of this operand

From interface org.tensorflow.ndarray.Shaped

abstract int	rank()
abstract Shape	shape()
abstract long	size() Computes and returns the total size of this container, in number of values.

Constants

public static final String OP_NAME

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

Constant Value: "RecordInput"

Public Methods

public Output<TString> asOutput ()

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.

public static RecordInput.Options batchSize (Long batchSize)

Parameters

batchSize	The batch size.

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.

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

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

Parameters

scope	current scope
filePattern	Glob pattern for the data files.
options	carries optional attributes values

Returns

a new instance of RecordInput

public static RecordInput.Options fileBufferSize (Long fileBufferSize)

Parameters

fileBufferSize	The randomization shuffling buffer.

public static RecordInput.Options fileParallelism (Long fileParallelism)

Parameters

fileParallelism	How many sstables are opened and concurrently iterated over.

public static RecordInput.Options fileRandomSeed (Long fileRandomSeed)

Parameters

fileRandomSeed	Random seeds used to produce randomized records.

public static RecordInput.Options fileShuffleShiftRatio (Float fileShuffleShiftRatio)

Parameters

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

public Output<TString> records ()

A tensor of shape [batch_size].