TFRecordDatasetV2

public final class TFRecordDatasetV2

Creates a dataset that emits the records from one or more TFRecord files.

Nested Classes

class

TFRecordDatasetV2.Options

Optional attributes for TFRecordDatasetV2

Public Methods

Output<Object>	asOutput() Returns the symbolic handle of a tensor.
static TFRecordDatasetV2	create(Scope scope, Operand<String> filenames, Operand<String> compressionType, Operand<Long> bufferSize, Operand<Long> byteOffsets, Options... options) Factory method to create a class wrapping a new TFRecordDatasetV2 operation.
Output<?>	handle()
static TFRecordDatasetV2.Options	metadata(String metadata)

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying 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.Operand

abstract Output<Object>

asOutput() Returns the symbolic handle of a tensor.

Public Methods

public Output<Object> asOutput ()

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.

public static TFRecordDatasetV2 create (Scope scope, Operand<String> filenames, Operand<String> compressionType, Operand<Long> bufferSize, Operand<Long> byteOffsets, Options... options)

Factory method to create a class wrapping a new TFRecordDatasetV2 operation.

Parameters

scope	current scope
filenames	A scalar or vector containing the name(s) of the file(s) to be read.
compressionType	A scalar containing either (i) the empty string (no compression), (ii) "ZLIB", or (iii) "GZIP".
bufferSize	A scalar representing the number of bytes to buffer. A value of 0 means no buffering will be performed.
byteOffsets	A scalar or vector containing the number of bytes for each file that will be skipped prior to reading.
options	carries optional attributes values

Returns

• a new instance of TFRecordDatasetV2

public Output<?> handle ()

public static TFRecordDatasetV2.Options metadata (String metadata)