org.apache.sysds.runtime.util

Class AutoDiff

java.lang.Object

org.apache.sysds.runtime.util.AutoDiff

public class AutoDiff
extends Object

Constructor Summary

Constructors

Constructor and Description
AutoDiff()

Method Summary

Modifier and Type	Method and Description
static ArrayList<Hop>	constructHopsNR(LineageItem item, Map<Long,Hop> operands, Hop mo, ArrayList<String> names)
static ListObject	getBackward(MatrixObject mo, ArrayList<Data> lineage, ExecutionContext adec)
static List<Data>	parseNComputeAutoDiffFromLineage(MatrixObject mo, String mainTrace, ArrayList<String> names, ExecutionContext ec)

Methods inherited from class java.lang.Object

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

Constructor Detail

AutoDiff

public AutoDiff()

Method Detail

getBackward

public static ListObject getBackward(MatrixObject mo,
                                     ArrayList<Data> lineage,
                                     ExecutionContext adec)

parseNComputeAutoDiffFromLineage

public static List<Data> parseNComputeAutoDiffFromLineage(MatrixObject mo,
                                                          String mainTrace,
                                                          ArrayList<String> names,
                                                          ExecutionContext ec)

constructHopsNR

public static ArrayList<Hop> constructHopsNR(LineageItem item,
                                             Map<Long,Hop> operands,
                                             Hop mo,
                                             ArrayList<String> names)