TfRecordReader

public final class TfRecordReader

A Reader that outputs the records from a TensorFlow Records file.

Nested Classes

class TfRecordReader.Options Optional attributes for TfRecordReader

Constants

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

Public Methods

Output<TType>	asOutput() Returns the symbolic handle of the tensor.
static TfRecordReader.Options	compressionType(String compressionType)
static TfRecordReader.Options	container(String container)
static TfRecordReader	create(Scope scope, Options... options) Factory method to create a class wrapping a new TfRecordReader operation.
Output<?>	readerHandle() The handle to reference the Reader.
static TfRecordReader.Options	sharedName(String sharedName)

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<TType>	asOutput() Returns the symbolic handle of the tensor.
abstract TType	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<TType>	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: "TFRecordReaderV2"

Public Methods

public Output<TType> 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 TfRecordReader.Options compressionType (String compressionType)

public static TfRecordReader.Options container (String container)

Parameters

container	If non-empty, this reader is placed in the given container. Otherwise, a default container is used.

public static TfRecordReader create (Scope scope, Options... options)

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

Parameters

scope	current scope
options	carries optional attributes values

Returns

a new instance of TfRecordReader

public Output<?> readerHandle ()

The handle to reference the Reader.

public static TfRecordReader.Options sharedName (String sharedName)

Parameters

sharedName	If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead.