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

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
dataTransferProtocol (String dataTransferProtocol)
Output <?>
static DataServiceDatasetV2.Options
targetWorkers (String targetWorkers)
static DataServiceDatasetV2.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 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 dataTransferProtocol (String dataTransferProtocol)

public Output <?> handle ()

public static DataServiceDatasetV2.Options targetWorkers (String targetWorkers)

public static DataServiceDatasetV2.Options taskRefreshIntervalHintMs (Long taskRefreshIntervalHintMs)