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, iArguments, inplaceCall, inputArguments, outputArguments, outputVariables, tArguments

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

dimensions, extraArgs, inPlace, sameDiff, scalarValue

Constructor Summary

Constructors

Constructor and Description
CbowRound()
CbowRound(INDArray target, INDArray context, INDArray lockedWords, INDArray ngStarter, INDArray syn0, INDArray syn1, INDArray syn1Neg, INDArray expTable, INDArray negTable, INDArray indices, INDArray codes, int nsRounds, INDArray alpha, INDArray nextRandom, INDArray inferenceVector, INDArray numLabels, boolean trainWords, int numWorkers) full constructor
CbowRound(int target, int[] context, int[] lockedWords, INDArray syn0, INDArray syn1, INDArray expTable, int[] indices, byte[] codes, double alpha, long nextRandom, INDArray inferenceVector, int numLabels) hs round
CbowRound(int target, int[] context, int[] lockedWords, int ngStarter, INDArray syn0, INDArray syn1Neg, INDArray expTable, INDArray negTable, int nsRounds, double alpha, long nextRandom, INDArray inferenceVector, int numLabels) 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, addIArgument, addIArgument, addInputArgument, addOutputArgument, addTArgument, assertValidForExecution, bArgs, builder, calculateOutputShape, doDiff, getBArgument, getDescriptor, getIArgument, getInputArgument, getOutputArgument, getTArgument, iArgs, initFromOnnx, initFromTensorFlow, inputArguments, numBArguments, numIArguments, numInputArguments, numOutputArguments, numTArguments, onnxName, opHash, opNum, opType, outputArguments, outputVariables, outputVariables, removeIArgument, removeInputArgument, removeOutputArgument, removeTArgument, setInputArgument, setInputArguments, setOutputArgument, tArgs, tensorflowName, toString, wrapFilterNull, wrapOrNull

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

arg, arg, argNames, args, attributeAdaptersForFunction, calculateOutputDataTypes, configFieldName, diff, dup, equals, f, getNumOutputs, getValue, hashCode, isConfigProperties, larg, mappingsForFunction, onnxNames, outputVariable, outputVariablesNames, propertiesForFunction, rarg, replaceArg, resolvePropertiesFromSameDiffBeforeExecution, setInstanceId, setPropertiesForFunction, setValueFor, 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
                 int[] context,
                 @NonNull
                 int[] lockedWords,
                 @NonNull
                 INDArray syn0,
                 @NonNull
                 INDArray syn1,
                 @NonNull
                 INDArray expTable,
                 @NonNull
                 int[] indices,
                 @NonNull
                 byte[] codes,
                 double alpha,
                 long nextRandom,
                 @NonNull
                 INDArray inferenceVector,
                 int numLabels)

hs round

Parameters:

target -

context -

syn0 -

syn1 -

expTable -

alpha -

nextRandom -

inferenceVector -

CbowRound

public CbowRound(int target,
                 @NonNull
                 int[] context,
                 @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

Parameters:

target -

context -

ngStarter -

syn0 -

syn1Neg -

expTable -

negTable -

alpha -

nextRandom -

inferenceVector -

CbowRound

public 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

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: