Package org.nd4j.linalg.api.ops.impl.reduce.bp

Class VarianceBp

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.DynamicCustomOp

org.nd4j.linalg.api.ops.impl.reduce.bp.BaseReductionBp

org.nd4j.linalg.api.ops.impl.reduce.bp.VarianceBp

All Implemented Interfaces:

CustomOp

public class VarianceBp
extends BaseReductionBp

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.impl.reduce.bp.BaseReductionBp

dimensions, keepDims

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

extraArgs, inPlace, ownName, ownNameSetWithDefault, sameDiff, scalarValue

Constructor Summary

Constructors

Constructor	Description
VarianceBp(boolean biasCorrected)
VarianceBp(SameDiff sameDiff, SDVariable origInput, SDVariable gradAtOutput, boolean biasCorrected, boolean keepDims, int... dimensions)
VarianceBp(SameDiff sameDiff, SDVariable arg, SDVariable dLdVar, boolean keepDims, boolean biasCorrected, SDVariable dimensions)
VarianceBp(SameDiff sameDiff, SDVariable origInput, SDVariable gradAtOutput, boolean keepDims, SDVariable dimensions, boolean biasCorrected)
VarianceBp(SameDiff sameDiff, SDVariable origInput1, SDVariable origInput2, SDVariable gradAtOutput, boolean keepDims, boolean biasCorrected, int... dimensions)
VarianceBp(INDArray origInput, INDArray gradAtOutput, INDArray output, boolean biasCorrected, boolean keepDims, int... dimensions)
VarianceBp(INDArray origInput, INDArray gradAtOutput, INDArray output, boolean keepDims, INDArray dimensions, boolean biasCorrected)
VarianceBp(INDArray origInput1, INDArray origInput2, INDArray gradAtOutput, INDArray output, boolean keepDims, boolean biasCorrected, int... dimensions)
VarianceBp(INDArray origInput1, INDArray origInput2, INDArray gradAtOutput, INDArray output1, INDArray output2, boolean keepDims, boolean biasCorrected, int... dimensions)

Method Summary

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

Methods inherited from class org.nd4j.linalg.api.ops.impl.reduce.bp.BaseReductionBp

calculateOutputDataTypes

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, 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

VarianceBp

public VarianceBp(SameDiff sameDiff,
                  SDVariable origInput,
                  SDVariable gradAtOutput,
                  boolean biasCorrected,
                  boolean keepDims,
                  int... dimensions)

VarianceBp

public VarianceBp(SameDiff sameDiff,
                  SDVariable origInput1,
                  SDVariable origInput2,
                  SDVariable gradAtOutput,
                  boolean keepDims,
                  boolean biasCorrected,
                  int... dimensions)

VarianceBp

public VarianceBp(INDArray origInput,
                  INDArray gradAtOutput,
                  INDArray output,
                  boolean biasCorrected,
                  boolean keepDims,
                  int... dimensions)

VarianceBp

public VarianceBp(INDArray origInput1,
                  INDArray origInput2,
                  INDArray gradAtOutput,
                  INDArray output,
                  boolean keepDims,
                  boolean biasCorrected,
                  int... dimensions)

VarianceBp

public VarianceBp(INDArray origInput1,
                  INDArray origInput2,
                  INDArray gradAtOutput,
                  INDArray output1,
                  INDArray output2,
                  boolean keepDims,
                  boolean biasCorrected,
                  int... dimensions)

VarianceBp

public VarianceBp(INDArray origInput,
                  INDArray gradAtOutput,
                  INDArray output,
                  boolean keepDims,
                  INDArray dimensions,
                  boolean biasCorrected)

VarianceBp

public VarianceBp(SameDiff sameDiff,
                  SDVariable origInput,
                  SDVariable gradAtOutput,
                  boolean keepDims,
                  SDVariable dimensions,
                  boolean biasCorrected)

VarianceBp

public VarianceBp(SameDiff sameDiff,
                  SDVariable arg,
                  SDVariable dLdVar,
                  boolean keepDims,
                  boolean biasCorrected,
                  SDVariable dimensions)

VarianceBp

public VarianceBp(boolean biasCorrected)

Method Detail

addArgs

protected void addArgs()

Overrides:

addArgs in class BaseReductionBp

opName

public String opName()

Description copied from class: DynamicCustomOp

This method returns op opName as string

Specified by:

opName in interface CustomOp

Specified by:

opName in class BaseReductionBp

Returns: