org.nd4j.linalg.api.ops.impl.updaters

Class AdaDeltaUpdater

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.DynamicCustomOp

org.nd4j.linalg.api.ops.impl.updaters.AdaDeltaUpdater

All Implemented Interfaces:

CustomOp

public class AdaDeltaUpdater
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
AdaDeltaUpdater()
AdaDeltaUpdater(@NonNull INDArray gradients, @NonNull INDArray stateMsg, @NonNull INDArray stateMsdx, double rho, double epsilon)
AdaDeltaUpdater(@NonNull INDArray gradients, @NonNull INDArray stateMsg, @NonNull INDArray stateMsdx, @NonNull INDArray updates, @NonNull INDArray updatedStateMsg, @NonNull INDArray updatedStateMsdx, double rho, double epsilon)

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

AdaDeltaUpdater

public AdaDeltaUpdater()

AdaDeltaUpdater

public AdaDeltaUpdater(@NonNull
                       @NonNull INDArray gradients,
                       @NonNull
                       @NonNull INDArray stateMsg,
                       @NonNull
                       @NonNull INDArray stateMsdx,
                       double rho,
                       double epsilon)

AdaDeltaUpdater

public AdaDeltaUpdater(@NonNull
                       @NonNull INDArray gradients,
                       @NonNull
                       @NonNull INDArray stateMsg,
                       @NonNull
                       @NonNull INDArray stateMsdx,
                       @NonNull
                       @NonNull INDArray updates,
                       @NonNull
                       @NonNull INDArray updatedStateMsg,
                       @NonNull
                       @NonNull INDArray updatedStateMsdx,
                       double rho,
                       double epsilon)

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: