org.apache.sysds.hops

Class QuaternaryOp

java.lang.Object

org.apache.sysds.hops.Hop

org.apache.sysds.hops.MultiThreadedHop

org.apache.sysds.hops.QuaternaryOp

All Implemented Interfaces:

ParseInfo

public class QuaternaryOp
extends MultiThreadedHop

Note: this hop should be called AggQuaternaryOp in consistency with AggUnaryOp and AggBinaryOp; however, since there does not exist a real QuaternaryOp yet - we can leave it as is for now.

Field Summary

Fields

Modifier and Type	Field and Description
static boolean	FORCE_REPLICATION

Fields inherited from class org.apache.sysds.hops.Hop

_beginColumn, _beginLine, _endColumn, _endLine, _filename, _text, CPThreshold

Constructor Summary

Constructors

Constructor and Description
QuaternaryOp(String l, Types.DataType dt, Types.ValueType vt, Types.OpOp4 o, Hop inX, Hop inU, Hop inV)
QuaternaryOp(String l, Types.DataType dt, Types.ValueType vt, Types.OpOp4 o, Hop inX, Hop inU, Hop inV, boolean flag1, boolean flag2) Constructor for wsigmoid.
QuaternaryOp(String l, Types.DataType dt, Types.ValueType vt, Types.OpOp4 o, Hop inW, Hop inU, Hop inV, boolean umult, Types.OpOp1 uop, Types.OpOp2 sop)
QuaternaryOp(String l, Types.DataType dt, Types.ValueType vt, Types.OpOp4 o, Hop inX, Hop inU, Hop inV, Hop inW, boolean post) Constructor for wsloss.
QuaternaryOp(String l, Types.DataType dt, Types.ValueType vt, Types.OpOp4 o, Hop inX, Hop inU, Hop inV, Hop inW, int baseType, boolean flag1, boolean flag2)

Method Summary

Modifier and Type	Method and Description
boolean	allowsAllExecTypes()
void	checkArity() Check whether this Hop has a correct number of inputs.
Object	clone()
boolean	compare(Hop that)
Lop	constructLops()
Types.OpOp4	getOp()
String	getOpString()
boolean	isGPUEnabled() In memory-based optimizer mode (see OptimizerUtils.isMemoryBasedOptLevel()), the exectype is determined by checking this method as well as memory budget of this Hop.
boolean	isMultiThreadedOpType()
void	refreshSizeInformation() Update the output size information for this hop.

Methods inherited from class org.apache.sysds.hops.MultiThreadedHop

getMaxNumThreads, setMaxNumThreads

Methods inherited from class org.apache.sysds.hops.Hop

addAllInputs, addInput, checkAndSetForcedPlatform, checkAndSetInvalidCPDimsAndSize, clearMemEstimate, colsKnown, computeBoundsInformation, computeBoundsInformation, computeBoundsInformation, computeMemEstimate, computeSizeInformation, computeSizeInformation, computeSizeInformation, constructAndSetLopsDataFlowProperties, createOffsetLop, dimsKnown, dimsKnown, dimsKnownAny, getBeginColumn, getBeginLine, getBlocksize, getDataCharacteristics, getDataType, getDim, getDim1, getDim2, getEndColumn, getEndLine, getExecType, getFilename, getForcedExecType, getHopID, getInput, getInputMemEstimate, getInputOutputSize, getIntermediateMemEstimate, getLength, getLops, getMemEstimate, getName, getNnz, getOutputMemEstimate, getParent, getPrivacy, getSparsity, getSpBroadcastSize, getText, getUpdateType, getValueType, hasMatrixInputWithDifferentBlocksizes, hasValidCPDimsAndSize, isMatrix, isMemEstimated, isOutputEmptyBlocks, isScalar, isTransposeSafe, isVisited, printErrorLocation, refreshColsParameterInformation, refreshColsParameterInformation, refreshMemEstimates, refreshRowsParameterInformation, refreshRowsParameterInformation, requiresCheckpoint, requiresCompression, requiresLineageCaching, requiresReblock, requiresRecompile, resetExecType, resetRecompilationFlag, resetRecompilationFlag, resetVisitStatus, resetVisitStatus, resetVisitStatus, resetVisitStatusForced, rowsKnown, setBeginColumn, setBeginLine, setBlocksize, setDataType, setDim, setDim1, setDim2, setEndColumn, setEndLine, setFilename, setForcedExecType, setLops, setMemEstimate, setName, setNnz, setOutputEmptyBlocks, setParseInfo, setPrivacy, setRequiresCheckpoint, setRequiresCompression, setRequiresLineageCaching, setRequiresReblock, setRequiresRecompile, setText, setUpdateType, setValueType, setVisited, setVisited

Methods inherited from class java.lang.Object

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

Methods inherited from interface org.apache.sysds.parser.ParseInfo

ctxAndFilenameToParseInfo

Field Detail

FORCE_REPLICATION

public static boolean FORCE_REPLICATION

Constructor Detail

QuaternaryOp

public QuaternaryOp(String l,
                    Types.DataType dt,
                    Types.ValueType vt,
                    Types.OpOp4 o,
                    Hop inX,
                    Hop inU,
                    Hop inV,
                    Hop inW,
                    boolean post)

Constructor for wsloss.

Parameters:

l - ?

dt - data type

vt - value type

o - the Hop.OpOp4

inX - high-level operator X

inU - high-level operator U

inV - high-level operator V

inW - high-level operator W

post - post weights

QuaternaryOp

public QuaternaryOp(String l,
                    Types.DataType dt,
                    Types.ValueType vt,
                    Types.OpOp4 o,
                    Hop inX,
                    Hop inU,
                    Hop inV,
                    boolean flag1,
                    boolean flag2)

Constructor for wsigmoid.

Parameters:

l - ?

dt - data type

vt - value type

o - the Hop.OpOp4

inX - high-level operator X

inU - high-level operator U

inV - high-level operator V

flag1 - logout

flag2 - minusin

QuaternaryOp

public QuaternaryOp(String l,
                    Types.DataType dt,
                    Types.ValueType vt,
                    Types.OpOp4 o,
                    Hop inX,
                    Hop inU,
                    Hop inV,
                    Hop inW,
                    int baseType,
                    boolean flag1,
                    boolean flag2)

QuaternaryOp

public QuaternaryOp(String l,
                    Types.DataType dt,
                    Types.ValueType vt,
                    Types.OpOp4 o,
                    Hop inW,
                    Hop inU,
                    Hop inV,
                    boolean umult,
                    Types.OpOp1 uop,
                    Types.OpOp2 sop)

QuaternaryOp

public QuaternaryOp(String l,
                    Types.DataType dt,
                    Types.ValueType vt,
                    Types.OpOp4 o,
                    Hop inX,
                    Hop inU,
                    Hop inV)

Method Detail

checkArity

public void checkArity()

Description copied from class: Hop

Check whether this Hop has a correct number of inputs. (Some Hops can have a variable number of inputs, such as DataOp, DataGenOp, ParameterizedBuiltinOp, ReorgOp, TernaryOp, QuaternaryOp, MultipleOp, DnnOp, and SpoofFusedOp.) Parameterized Hops (such as DataOp) can check that the number of parameters matches the number of inputs.

Specified by:

checkArity in class Hop

getOp

public Types.OpOp4 getOp()

isGPUEnabled

public boolean isGPUEnabled()

Description copied from class: Hop

In memory-based optimizer mode (see OptimizerUtils.isMemoryBasedOptLevel()), the exectype is determined by checking this method as well as memory budget of this Hop. Please see findExecTypeByMemEstimate for more detail. This method is necessary because not all operator are supported efficiently on GPU (for example: operations on frames and scalar as well as operations such as table).

Specified by:

isGPUEnabled in class Hop

Returns:

true if the Hop is eligible for GPU Exectype.

isMultiThreadedOpType

public boolean isMultiThreadedOpType()

Specified by:

isMultiThreadedOpType in class MultiThreadedHop

constructLops

public Lop constructLops()

Specified by:

constructLops in class Hop

getOpString

public String getOpString()

Specified by:

getOpString in class Hop

allowsAllExecTypes

public boolean allowsAllExecTypes()

Specified by:

allowsAllExecTypes in class Hop

refreshSizeInformation

public void refreshSizeInformation()

Description copied from class: Hop

Update the output size information for this hop.

Specified by:

refreshSizeInformation in class Hop

clone

public Object clone()
             throws CloneNotSupportedException

Specified by:

clone in class Hop

Throws:

CloneNotSupportedException

compare

public boolean compare(Hop that)

Specified by:

compare in class Hop