Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

DataServiceDataset

public final class DataServiceDataset

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

Nested Classes

class DataServiceDataset.Options Optional attributes for DataServiceDataset

Public Methods

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

Inherited Methods

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 DataServiceDataset create ( Scope scope, Operand <Long> datasetId, Operand <String> processingMode, Operand <String> address, Operand <String> protocol, Operand <String> jobName, Operand <Long> maxOutstandingRequests, Operand <?> iterationCounter, List<Class<?>> outputTypes, List< Shape > outputShapes, Options... options)

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

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

public static DataServiceDataset.Options dataTransferProtocol (String dataTransferProtocol)

public Output <?> handle ()

public static DataServiceDataset.Options targetWorkers (String targetWorkers)

public static DataServiceDataset.Options taskRefreshIntervalHintMs (Long taskRefreshIntervalHintMs)