DataServiceDatasetV2

public final class DataServiceDatasetV2

Creates a dataset that reads data from the tf.data service.

Nested Classes

class DataServiceDatasetV2.Options Optional attributes for DataServiceDatasetV2  

Public Methods

Output<Object>
asOutput()
Returns the symbolic handle of a tensor.
static DataServiceDatasetV2
create(Scope scope, Operand<Long> datasetId, Operand<String> processingMode, Operand<String> address, Operand<String> protocol, Operand<String> jobName, Operand<Long> consumerIndex, Operand<Long> numConsumers, Operand<Long> maxOutstandingRequests, Operand<?> iterationCounter, List<Class<?>> outputTypes, List<Shape> outputShapes, Options... options)
Factory method to create a class wrapping a new DataServiceDatasetV2 operation.
static DataServiceDatasetV2.Options
crossTrainerCacheOptions(String crossTrainerCacheOptions)
static DataServiceDatasetV2.Options
dataTransferProtocol(String dataTransferProtocol)
Output<?>
handle()
static DataServiceDatasetV2.Options
targetWorkers(String targetWorkers)
static DataServiceDatasetV2.Options
taskRefreshIntervalHintMs(Long taskRefreshIntervalHintMs)

Inherited Methods

org.tensorflow.op.PrimitiveOp
final boolean
equals(Object obj)
final int
hashCode()
Operation
op()
Returns the underlying Operation
final String
toString()
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()
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 DataServiceDatasetV2 create (Scope scope, Operand<Long> datasetId, Operand<String> processingMode, Operand<String> address, Operand<String> protocol, Operand<String> jobName, Operand<Long> consumerIndex, Operand<Long> numConsumers, Operand<Long> maxOutstandingRequests, Operand<?> iterationCounter, List<Class<?>> outputTypes, List<Shape> outputShapes, Options... options)

Factory method to create a class wrapping a new DataServiceDatasetV2 operation.

Parameters
scope current scope
options carries optional attributes values
Returns
  • a new instance of DataServiceDatasetV2

public static DataServiceDatasetV2.Options crossTrainerCacheOptions (String crossTrainerCacheOptions)

public static DataServiceDatasetV2.Options dataTransferProtocol (String dataTransferProtocol)

public Output<?> handle ()

public static DataServiceDatasetV2.Options targetWorkers (String targetWorkers)

public static DataServiceDatasetV2.Options taskRefreshIntervalHintMs (Long taskRefreshIntervalHintMs)