org.nd4j.linalg.api.ops.impl.indexaccum.custom

Class ArgMax

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.DynamicCustomOp

org.nd4j.linalg.api.ops.impl.reduce.custom.BaseDynamicCustomReduction

org.nd4j.linalg.api.ops.impl.reduce.custom.BaseDynamicCustomIndexReduction

org.nd4j.linalg.api.ops.impl.indexaccum.custom.ArgMax

All Implemented Interfaces:

CustomOp

public class ArgMax
extends BaseDynamicCustomIndexReduction

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.custom.BaseDynamicCustomReduction

dimensions, isComplex, isEmptyReduce, 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 and Description
ArgMax()
ArgMax(boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(INDArray arr)
ArgMax(INDArray[] inputs)
ArgMax(INDArray[] inputs, boolean keepDims, int[] dimensions)
ArgMax(INDArray[] inputs, INDArray[] outputs)
ArgMax(INDArray[] inputs, INDArray[] outputs, boolean keepDims)
ArgMax(INDArray[] inputs, INDArray[] outputs, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(INDArray[] input, INDArray[] output, boolean keepDims, boolean isComplex, int[] dimensions)
ArgMax(INDArray[] inputs, INDArray[] outputs, boolean keepDims, int... dimensions)
ArgMax(INDArray in, boolean keepDims, int[] dimensions)
ArgMax(SameDiff sameDiff, SDVariable[] args, boolean keepDims)
ArgMax(SameDiff sameDiff, SDVariable[] args, boolean keepDims, boolean isComplex)
ArgMax(SameDiff sameDiff, SDVariable[] args, boolean inPlace, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(SameDiff sameDiff, SDVariable[] args, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(SameDiff sameDiff, SDVariable[] args, boolean keepDims, boolean isComplex, int[] dimensions)
ArgMax(SameDiff sameDiff, SDVariable[] args, boolean keepDims, int[] dimensions)
ArgMax(SameDiff sameDiff, SDVariable arg, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(SameDiff sd, SDVariable in, boolean keepDims, int[] dimensions)
ArgMax(String opName, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(String opName, INDArray[] inputs, INDArray[] outputs, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(String opName, INDArray[] inputs, INDArray[] outputs, List<Double> tArguments, int[] iArguments, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(String opName, INDArray[] inputs, INDArray[] outputs, List<Double> tArguments, List<Integer> iArguments, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(String opName, INDArray input, INDArray output, List<Double> tArguments, int[] iArguments, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(String opName, SameDiff sameDiff, SDVariable[] args, boolean inPlace, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)
ArgMax(String opName, SameDiff sameDiff, SDVariable[] args, boolean keepDims, boolean isComplex, boolean isEmptyReduce, int[] dimensions)

Method Summary

Modifier and Type	Method and Description
String	opName() This method returns op opName as string
String	tensorflowName() The opName of this function tensorflow

Methods inherited from class org.nd4j.linalg.api.ops.impl.reduce.custom.BaseDynamicCustomIndexReduction

calculateOutputDataTypes, calculateOutputShape

Methods inherited from class org.nd4j.linalg.api.ops.impl.reduce.custom.BaseDynamicCustomReduction

addArgs

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

addBArgument, addDArgument, addIArgument, addIArgument, addInputArgument, addOutputArgument, addSArgument, addTArgument, assertValidForExecution, bArgs, builder, 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, 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

ArgMax

public ArgMax(SameDiff sameDiff,
              SDVariable[] args,
              boolean keepDims)

ArgMax

public ArgMax(SameDiff sameDiff,
              SDVariable[] args,
              boolean keepDims,
              int[] dimensions)

ArgMax

public ArgMax(SameDiff sameDiff,
              SDVariable[] args,
              boolean keepDims,
              boolean isComplex)

ArgMax

public ArgMax(SameDiff sameDiff,
              SDVariable[] args,
              boolean keepDims,
              boolean isComplex,
              int[] dimensions)

ArgMax

public ArgMax(INDArray[] inputs)

ArgMax

public ArgMax(INDArray[] inputs,
              INDArray[] outputs)

ArgMax

public ArgMax(INDArray[] inputs,
              INDArray[] outputs,
              boolean keepDims)

ArgMax

public ArgMax(INDArray[] inputs,
              INDArray[] outputs,
              boolean keepDims,
              int... dimensions)

ArgMax

public ArgMax(INDArray[] inputs,
              boolean keepDims,
              int[] dimensions)

ArgMax

public ArgMax(boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(SameDiff sameDiff,
              SDVariable arg,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(SameDiff sameDiff,
              SDVariable[] args,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(String opName,
              SameDiff sameDiff,
              SDVariable[] args,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(String opName,
              INDArray input,
              INDArray output,
              List<Double> tArguments,
              int[] iArguments,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(String opName,
              INDArray[] inputs,
              INDArray[] outputs,
              List<Double> tArguments,
              int[] iArguments,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(String opName,
              INDArray[] inputs,
              INDArray[] outputs,
              List<Double> tArguments,
              List<Integer> iArguments,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(INDArray[] inputs,
              INDArray[] outputs,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(String opName,
              INDArray[] inputs,
              INDArray[] outputs,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(String opName,
              SameDiff sameDiff,
              SDVariable[] args,
              boolean inPlace,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(SameDiff sameDiff,
              SDVariable[] args,
              boolean inPlace,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(String opName,
              boolean keepDims,
              boolean isComplex,
              boolean isEmptyReduce,
              int[] dimensions)

ArgMax

public ArgMax(INDArray[] input,
              INDArray[] output,
              boolean keepDims,
              boolean isComplex,
              int[] dimensions)

ArgMax

public ArgMax()

ArgMax

public ArgMax(SameDiff sd,
              SDVariable in,
              boolean keepDims,
              int[] dimensions)

ArgMax

public ArgMax(INDArray in,
              boolean keepDims,
              int[] dimensions)

ArgMax

public ArgMax(INDArray arr)

Method Detail

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 BaseDynamicCustomReduction

Returns:

tensorflowName

public String tensorflowName()

Description copied from class: DifferentialFunction

The opName of this function tensorflow

Overrides:

tensorflowName in class DynamicCustomOp

Returns: