org.nd4j.linalg.api.ops.impl.nlp

Class SkipGramRound

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.DynamicCustomOp

org.nd4j.linalg.api.ops.impl.nlp.SkipGramRound

All Implemented Interfaces:

CustomOp

public class SkipGramRound
extends DynamicCustomOp

Nested Class Summary

Nested classes/interfaces inherited from class org.nd4j.linalg.api.ops.DynamicCustomOp

DynamicCustomOp.DynamicCustomOpsBuilder

Field Summary

Fields inherited from class org.nd4j.linalg.api.ops.DynamicCustomOp

axis, bArguments, dArguments, iArguments, inplaceCall, inputArguments, outputArguments, outputVariables, sArguments, tArguments

Fields inherited from class org.nd4j.autodiff.functions.DifferentialFunction

dimensions, extraArgs, inPlace, ownName, ownNameSetWithDefault, sameDiff, scalarValue

Constructor Summary

Constructors

Constructor and Description
SkipGramRound()
SkipGramRound(@NonNull INDArray target, @NonNull INDArray ngStarter, @NonNull INDArray syn0, @NonNull INDArray syn1, @NonNull INDArray syn1Neg, @NonNull INDArray expTable, @NonNull INDArray negTable, int nsRounds, @NonNull INDArray indices, @NonNull INDArray codes, @NonNull INDArray alpha, @NonNull INDArray randomValue, INDArray inferenceVector, boolean preciseMode, int numWorkers) full constructor
SkipGramRound(int target, @NonNull INDArray syn0, @NonNull INDArray syn1, @NonNull INDArray expTable, int[] indices, byte[] codes, double alpha, long randomValue, INDArray inferenceVector) sg hs round
SkipGramRound(int target, int ngStarter, @NonNull INDArray syn0, @NonNull INDArray syn1Neg, @NonNull INDArray expTable, @NonNull INDArray negTable, int nsRounds, double alpha, long randomValue, INDArray inferenceVector) sg ns round

Method Summary

Modifier and Type	Method and Description
String	opName() This method returns op opName as string

Methods inherited from class org.nd4j.linalg.api.ops.DynamicCustomOp

addBArgument, addDArgument, addIArgument, addIArgument, addInputArgument, addOutputArgument, addSArgument, addTArgument, assertValidForExecution, bArgs, builder, calculateOutputShape, calculateOutputShape, clearArrays, computeArrays, configureFromArguments, dArgs, doDiff, generateFake, generateFake, getBArgument, getDescriptor, getIArgument, getInputArgument, getOutputArgument, getSArgument, getTArgument, getValue, iArgs, initFromOnnx, initFromTensorFlow, inputArguments, mappingsForFunction, numBArguments, numDArguments, numIArguments, numInputArguments, numOutputArguments, numSArguments, numTArguments, onnxName, opHash, opNum, opType, outputArguments, outputVariables, outputVariables, propertiesForFunction, removeIArgument, removeInputArgument, removeOutputArgument, removeSArgument, removeTArgument, sArgs, setInputArgument, setInputArguments, setOutputArgument, setPropertiesForFunction, setValueFor, tArgs, tensorflowName, toString, wrapFilterNull, wrapOrNull, wrapOrNull

Methods inherited from class org.nd4j.autodiff.functions.DifferentialFunction

arg, arg, argNames, args, attributeAdaptersForFunction, calculateOutputDataTypes, configFieldName, configureWithSameDiff, diff, dup, equals, getBooleanFromProperty, getDoubleValueFromProperty, getIntValueFromProperty, getLongValueFromProperty, getNumOutputs, getStringFromProperty, hashCode, isConfigProperties, larg, onnxNames, outputs, outputVariable, outputVariablesNames, rarg, replaceArg, setInstanceId, tensorflowNames

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.nd4j.linalg.api.ops.CustomOp

isInplaceCall

Constructor Detail

SkipGramRound

public SkipGramRound()

SkipGramRound

public SkipGramRound(int target,
                     @NonNull
                     @NonNull INDArray syn0,
                     @NonNull
                     @NonNull INDArray syn1,
                     @NonNull
                     @NonNull INDArray expTable,
                     int[] indices,
                     byte[] codes,
                     double alpha,
                     long randomValue,
                     INDArray inferenceVector)

sg hs round

Parameters:

target -

syn0 -

syn1 -

expTable -

indices -

codes -

alpha -

randomValue -

SkipGramRound

public SkipGramRound(int target,
                     int ngStarter,
                     @NonNull
                     @NonNull INDArray syn0,
                     @NonNull
                     @NonNull INDArray syn1Neg,
                     @NonNull
                     @NonNull INDArray expTable,
                     @NonNull
                     @NonNull INDArray negTable,
                     int nsRounds,
                     double alpha,
                     long randomValue,
                     INDArray inferenceVector)

sg ns round

Parameters:

target -

ngStarter -

syn0 -

syn1Neg -

expTable -

negTable -

SkipGramRound

public SkipGramRound(@NonNull
                     @NonNull INDArray target,
                     @NonNull
                     @NonNull INDArray ngStarter,
                     @NonNull
                     @NonNull INDArray syn0,
                     @NonNull
                     @NonNull INDArray syn1,
                     @NonNull
                     @NonNull INDArray syn1Neg,
                     @NonNull
                     @NonNull INDArray expTable,
                     @NonNull
                     @NonNull INDArray negTable,
                     int nsRounds,
                     @NonNull
                     @NonNull INDArray indices,
                     @NonNull
                     @NonNull INDArray codes,
                     @NonNull
                     @NonNull INDArray alpha,
                     @NonNull
                     @NonNull INDArray randomValue,
                     INDArray inferenceVector,
                     boolean preciseMode,
                     int numWorkers)

full constructor

Method Detail

opName

public String opName()

Description copied from class: DynamicCustomOp

This method returns op opName as string

Specified by:

opName in interface CustomOp

Overrides:

opName in class DynamicCustomOp

Returns: