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

Class CbowRound

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.DynamicCustomOp

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

All Implemented Interfaces:

CustomOp

public class CbowRound
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	Description
CbowRound()
CbowRound(int target, @lombok.NonNull int[] context, @lombok.NonNull int[] lockedWords, int ngStarter, @NonNull INDArray syn0, @NonNull INDArray syn1Neg, @NonNull INDArray expTable, @NonNull INDArray negTable, int nsRounds, double alpha, long nextRandom, @NonNull INDArray inferenceVector, int numLabels)	ns round
CbowRound(int target, @lombok.NonNull int[] context, @lombok.NonNull int[] lockedWords, @NonNull INDArray syn0, @NonNull INDArray syn1, @NonNull INDArray expTable, @lombok.NonNull int[] indices, @lombok.NonNull byte[] codes, double alpha, long nextRandom, @NonNull INDArray inferenceVector, int numLabels)	hs round
CbowRound(@NonNull INDArray target, @NonNull INDArray context, @NonNull INDArray lockedWords, @NonNull INDArray ngStarter, @NonNull INDArray syn0, @NonNull INDArray syn1, @NonNull INDArray syn1Neg, @NonNull INDArray expTable, @NonNull INDArray negTable, @NonNull INDArray indices, @NonNull INDArray codes, int nsRounds, @NonNull INDArray alpha, @NonNull INDArray nextRandom, @NonNull INDArray inferenceVector, @NonNull INDArray numLabels, boolean trainWords, int numWorkers)	full constructor

Method Summary

Modifier and Type	Method	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, addOutputsToOp, 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

CbowRound

public CbowRound()

CbowRound

public CbowRound(int target,
                 @NonNull
                 @lombok.NonNull int[] context,
                 @NonNull
                 @lombok.NonNull int[] lockedWords,
                 @NonNull
                 @NonNull INDArray syn0,
                 @NonNull
                 @NonNull INDArray syn1,
                 @NonNull
                 @NonNull INDArray expTable,
                 @NonNull
                 @lombok.NonNull int[] indices,
                 @NonNull
                 @lombok.NonNull byte[] codes,
                 double alpha,
                 long nextRandom,
                 @NonNull
                 @NonNull INDArray inferenceVector,
                 int numLabels)

hs round

Parameters:

target -

context -

syn0 -

syn1 -

expTable -

alpha -

nextRandom -

inferenceVector -

CbowRound

public CbowRound(int target,
                 @NonNull
                 @lombok.NonNull int[] context,
                 @NonNull
                 @lombok.NonNull int[] lockedWords,
                 int ngStarter,
                 @NonNull
                 @NonNull INDArray syn0,
                 @NonNull
                 @NonNull INDArray syn1Neg,
                 @NonNull
                 @NonNull INDArray expTable,
                 @NonNull
                 @NonNull INDArray negTable,
                 int nsRounds,
                 double alpha,
                 long nextRandom,
                 @NonNull
                 @NonNull INDArray inferenceVector,
                 int numLabels)

ns round

Parameters:

target -

context -

ngStarter -

syn0 -

syn1Neg -

expTable -

negTable -

alpha -

nextRandom -

inferenceVector -

CbowRound

public CbowRound(@NonNull
                 @NonNull INDArray target,
                 @NonNull
                 @NonNull INDArray context,
                 @NonNull
                 @NonNull INDArray lockedWords,
                 @NonNull
                 @NonNull INDArray ngStarter,
                 @NonNull
                 @NonNull INDArray syn0,
                 @NonNull
                 @NonNull INDArray syn1,
                 @NonNull
                 @NonNull INDArray syn1Neg,
                 @NonNull
                 @NonNull INDArray expTable,
                 @NonNull
                 @NonNull INDArray negTable,
                 @NonNull
                 @NonNull INDArray indices,
                 @NonNull
                 @NonNull INDArray codes,
                 int nsRounds,
                 @NonNull
                 @NonNull INDArray alpha,
                 @NonNull
                 @NonNull INDArray nextRandom,
                 @NonNull
                 @NonNull INDArray inferenceVector,
                 @NonNull
                 @NonNull INDArray numLabels,
                 boolean trainWords,
                 int numWorkers)

full constructor

Parameters:

target -

context -

ngStarter -

syn0 -

syn1 -

syn1Neg -

expTable -

negTable -

alpha -

nextRandom -

inferenceVector -

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: