TfRecordDataset

public final class TfRecordDataset

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

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 TfRecordDataset
create ( Scope scope, Operand < TString > filenames, Operand < TString > compressionType, Operand < TInt64 > bufferSize)
Factory method to create a class wrapping a new TfRecordDataset operation.
Output <?>

Inherited Methods

Constants

public static final String OP_NAME

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

Constant Value: "TFRecordDataset"

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 TfRecordDataset create ( Scope scope, Operand < TString > filenames, Operand < TString > compressionType, Operand < TInt64 > bufferSize)

Factory method to create a class wrapping a new TfRecordDataset 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.
Returns
  • a new instance of TfRecordDataset

public Output <?> handle ()