org.apache.sysds.runtime.controlprogram.paramserv.dp

Class KeepDataOnWorkerFederatedScheme

java.lang.Object

org.apache.sysds.runtime.controlprogram.paramserv.dp.DataPartitionFederatedScheme

org.apache.sysds.runtime.controlprogram.paramserv.dp.KeepDataOnWorkerFederatedScheme

public class KeepDataOnWorkerFederatedScheme
extends DataPartitionFederatedScheme

Keep Data on Worker Federated scheme When the parameter server runs in federated mode it cannot pull in the data which is already on the workers. All entries in the federation map of the input matrix are separated into MatrixObjects and returned as a list. Only supports row federated matrices atm.

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.sysds.runtime.controlprogram.paramserv.dp.DataPartitionFederatedScheme

DataPartitionFederatedScheme.BalanceMetrics, DataPartitionFederatedScheme.Result

Constructor Summary

Constructors

Constructor and Description
KeepDataOnWorkerFederatedScheme()

Method Summary

Modifier and Type	Method and Description
DataPartitionFederatedScheme.Result	partition(MatrixObject features, MatrixObject labels, int seed)

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

KeepDataOnWorkerFederatedScheme

public KeepDataOnWorkerFederatedScheme()

Method Detail

partition

public DataPartitionFederatedScheme.Result partition(MatrixObject features,
                                                     MatrixObject labels,
                                                     int seed)

Specified by:

partition in class DataPartitionFederatedScheme