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

Class CountNonZero

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.BaseOp

org.nd4j.linalg.api.ops.BaseReduceOp

org.nd4j.linalg.api.ops.BaseReduceLongOp

org.nd4j.linalg.api.ops.impl.reduce.longer.CountNonZero

All Implemented Interfaces:

Op, ReduceLongOp, ReduceOp

public class CountNonZero
extends BaseReduceLongOp

Nested Class Summary

Nested classes/interfaces inherited from interface org.nd4j.linalg.api.ops.Op

Op.Type

Field Summary

Fields inherited from class org.nd4j.linalg.api.ops.BaseReduceOp

dimensionVariable, isComplex, isEmptyReduce, keepDims

Fields inherited from class org.nd4j.linalg.api.ops.BaseOp

dimensionz, extraArgz, x, xVertexId, y, yVertexId, z, zVertexId

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

dimensions, extraArgs, inPlace, ownName, ownNameSetWithDefault, sameDiff, scalarValue

Constructor Summary

Constructors

Constructor	Description
CountNonZero()
CountNonZero(SameDiff sameDiff)
CountNonZero(SameDiff sameDiff, SDVariable i_v)
CountNonZero(SameDiff sameDiff, SDVariable i_v, boolean keepDims)
CountNonZero(SameDiff sd, SDVariable in, boolean keepDims, int[] dimensions)
CountNonZero(SameDiff sameDiff, SDVariable input, int... dimensions)
CountNonZero(SameDiff sameDiff, SDVariable input, int[] dimensions, boolean keepDims)
CountNonZero(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2)
CountNonZero(SameDiff sameDiff, SDVariable i_v, SDVariable dimensions, boolean keepDims)
CountNonZero(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2, int[] dimensions)
CountNonZero(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2, int[] dimensions, boolean keepDims)
CountNonZero(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2, SDVariable dimensions)
CountNonZero(INDArray in, boolean keepDims, int[] dimensions)
CountNonZero(INDArray x, int... dimensions)
CountNonZero(INDArray in, int[] dimensions, boolean keepDims)
CountNonZero(INDArray x, INDArray z, int... dimensions)
CountNonZero(INDArray x, INDArray y, INDArray z, boolean keepDims, int[] dimensions)
CountNonZero(INDArray x, INDArray y, INDArray z, int... dimensions)

Method Summary

Modifier and Type	Method	Description
List<SDVariable>	doDiff(List<SDVariable> f1)	The actual implementation for automatic differentiation.
String	opName()	The name of the op
int	opNum()	The number of the op (mainly for old legacy XYZ ops like Op)

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

calculateOutputDataTypes, calculateOutputShape, calculateOutputShape, getOpType, opType, resultType, resultType, validateDataTypes

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

configureWithSameDiff, hasReductionIndices, initFromOnnx, initFromTensorFlow, isComplexAccumulation, isKeepDims, noOp, setDimensions, setPropertiesForFunction

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

clearArrays, computeVariables, defineDimensions, dimensions, equals, extraArgs, extraArgsBuff, extraArgsDataBuff, getFinalResult, getInputArgument, getNumOutputs, getOpType, hashCode, onnxName, outputVariables, setX, setY, setZ, tensorflowName, toCustomOp, toString, x, y, z

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

arg, arg, argNames, args, attributeAdaptersForFunction, configFieldName, diff, dup, getBooleanFromProperty, getDoubleValueFromProperty, getIntValueFromProperty, getLongValueFromProperty, getStringFromProperty, getValue, isConfigProperties, larg, mappingsForFunction, onnxNames, outputs, outputVariable, outputVariables, outputVariablesNames, propertiesForFunction, rarg, replaceArg, setInstanceId, 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.Op

clearArrays, extraArgs, extraArgsBuff, extraArgsDataBuff, setExtraArgs, setX, setY, setZ, toCustomOp, x, y, z

Methods inherited from interface org.nd4j.linalg.api.ops.ReduceOp

dimensions, getFinalResult, isComplexAccumulation, isKeepDims, noOp, setDimensions

Constructor Detail

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable i_v,
                    SDVariable i_v2,
                    int[] dimensions)

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable i_v,
                    boolean keepDims)

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable i_v,
                    SDVariable dimensions,
                    boolean keepDims)

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable i_v,
                    SDVariable i_v2)

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable input,
                    int[] dimensions,
                    boolean keepDims)

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable i_v,
                    SDVariable i_v2,
                    int[] dimensions,
                    boolean keepDims)

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable i_v)

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable input,
                    int... dimensions)

CountNonZero

public CountNonZero(INDArray x,
                    int... dimensions)

CountNonZero

public CountNonZero(INDArray x,
                    INDArray z,
                    int... dimensions)

CountNonZero

public CountNonZero(INDArray x,
                    INDArray y,
                    INDArray z,
                    int... dimensions)

CountNonZero

public CountNonZero(SameDiff sameDiff)

CountNonZero

public CountNonZero(SameDiff sameDiff,
                    SDVariable i_v,
                    SDVariable i_v2,
                    SDVariable dimensions)

CountNonZero

public CountNonZero()

CountNonZero

public CountNonZero(INDArray x,
                    INDArray y,
                    INDArray z,
                    boolean keepDims,
                    int[] dimensions)

CountNonZero

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

CountNonZero

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

CountNonZero

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

Method Detail

opNum

public int opNum()

Description copied from class: DifferentialFunction

The number of the op (mainly for old legacy XYZ ops like Op)

Specified by:

opNum in interface Op

Overrides:

opNum in class DifferentialFunction

Returns:

opName

public String opName()

Description copied from class: DifferentialFunction

The name of the op

Specified by:

opName in interface Op

Overrides:

opName in class DifferentialFunction

Returns:

the opName of this operation

doDiff

public List<SDVariable> doDiff(List<SDVariable> f1)

Description copied from class: DifferentialFunction

The actual implementation for automatic differentiation.

Specified by:

doDiff in class DifferentialFunction

Returns: