org.apache.sysds.runtime.functionobjects

Class KahanPlusSq

java.lang.Object

org.apache.sysds.runtime.functionobjects.FunctionObject

org.apache.sysds.runtime.functionobjects.ValueFunction

org.apache.sysds.runtime.functionobjects.KahanFunction

org.apache.sysds.runtime.functionobjects.KahanPlusSq

All Implemented Interfaces:

Serializable

public class KahanPlusSq
extends KahanFunction

Runtime function to perform the summation of squared values using the Kahan summation algorithm.

See Also:

Serialized Form

Method Summary

Modifier and Type	Method and Description
Data	execute(Data kObj, double in) Square the given term, then add to the existing sum using the Kahan summation algorithm.
Data	execute(Data kObj, double sum, double corr) Add the given sum and correction factor to the existing sum in the KahanObject using the Kahan summation algorithm.
void	execute2(KahanObject kObj, double in) Add the given term to the existing sum with a function applied using the Kahan summation algorithm.
void	execute3(KahanObject kObj, double in, int count)
static KahanPlusSq	getKahanPlusSqFnObject() Get the KahanPlusSq singleton object.

Methods inherited from class org.apache.sysds.runtime.functionobjects.KahanFunction

requiresCorrection

Methods inherited from class org.apache.sysds.runtime.functionobjects.FunctionObject

clone, execute, execute, execute, execute, execute, execute, execute, execute, execute, execute

Methods inherited from class java.lang.Object

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

Method Detail

getKahanPlusSqFnObject

public static KahanPlusSq getKahanPlusSqFnObject()

Get the KahanPlusSq singleton object.

Returns:

KahanPlusSq singleton object

execute

public Data execute(Data kObj,
                    double in)

Square the given term, then add to the existing sum using the Kahan summation algorithm.

Overrides:

execute in class FunctionObject

Parameters:

kObj - A KahanObject supplied as a Data type containing the current sum and correction factor for the Kahan summation algorithm.

in - The current term to be squared and added.

execute

public Data execute(Data kObj,
                    double sum,
                    double corr)

Add the given sum and correction factor to the existing sum in the KahanObject using the Kahan summation algorithm.

Overrides:

execute in class FunctionObject

Parameters:

kObj - A KahanObject supplied as a Data type containing the current sum and correction factor for the Kahan summation algorithm.

sum - The current sum.

corr - The current correction factor.

execute2

public void execute2(KahanObject kObj,
                     double in)

Description copied from class: KahanFunction

Add the given term to the existing sum with a function applied using the Kahan summation algorithm.

Specified by:

execute2 in class KahanFunction

Parameters:

kObj - A KahanObject containing the current sum and correction factor for the Kahan summation algorithm.

in - The current term to be added.

execute3

public void execute3(KahanObject kObj,
                     double in,
                     int count)

Specified by:

execute3 in class KahanFunction