org.tensorflow.op.data

Class TfRecordDataset

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.data.TfRecordDataset

All Implemented Interfaces:

Op, Operand<Object>

public final class TfRecordDataset
extends PrimitiveOp
implements Operand<Object>

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

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
Output<Object>	asOutput() Returns the symbolic handle of a tensor.
static TfRecordDataset	create(Scope scope, Operand<String> filenames, Operand<String> compressionType, Operand<Long> bufferSize) Factory method to create a class wrapping a new TfRecordDataset operation.
Output<?>	handle()

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, op, toString

Methods inherited from class java.lang.Object

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

Method Detail

create

public static TfRecordDataset create(Scope scope,
                                     Operand<String> filenames,
                                     Operand<String> compressionType,
                                     Operand<Long> 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

handle

public Output<?> handle()

asOutput

public Output<Object> 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<Object>

See Also:

OperationBuilder.addInput(Output)