org.nd4j.linalg.api.ops.impl.reduce3

Class EqualsWithEps

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.BaseReduceFloatOp

org.nd4j.linalg.api.ops.impl.reduce3.BaseReduce3Op

org.nd4j.linalg.api.ops.impl.reduce3.EqualsWithEps

All Implemented Interfaces:

Op, ReduceFloatOp, ReduceOp

public class EqualsWithEps
extends BaseReduce3Op

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 and Description
EqualsWithEps()
EqualsWithEps(double eps)
EqualsWithEps(INDArray x, INDArray y, boolean allDistances, double eps, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, boolean allDistances, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, double eps, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, INDArray z)
EqualsWithEps(INDArray x, INDArray y, INDArray z, boolean keepDims, boolean allDistances, double eps, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, INDArray z, boolean keepDims, boolean allDistances, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, INDArray z, boolean keepDims, double eps, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, INDArray z, boolean keepDims, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, INDArray z, double eps)
EqualsWithEps(INDArray x, INDArray y, INDArray z, double eps, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, INDArray z, int... dimensions)
EqualsWithEps(INDArray x, INDArray y, int... dimensions)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, int[] dimensions)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, int[] dimensions, double eps)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, SDVariable dimensions)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, SDVariable dimensions, double eps)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2, double eps, int... dimensions)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2, int... dimensions)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2, int[] dimensions, double eps)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2, SDVariable dimensions)
EqualsWithEps(SameDiff sameDiff, SDVariable i_v, SDVariable i_v2, SDVariable dimensions, double eps)

Method Summary

Modifier and Type	Method and 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.impl.reduce3.BaseReduce3Op

calculateOutputDataTypes, getOpType, onnxName, opType, resultType, tensorflowName

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

calculateOutputShape, calculateOutputShape, 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, outputVariables, setX, setY, setZ, 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.ReduceOp

dimensions, getFinalResult, isComplexAccumulation, isKeepDims, noOp, setDimensions

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

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

Constructor Detail

EqualsWithEps

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

EqualsWithEps

public EqualsWithEps(SameDiff sameDiff,
                     SDVariable i_v,
                     SDVariable i_v2,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(SameDiff sameDiff,
                     SDVariable i_v,
                     SDVariable dimensions)

EqualsWithEps

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

EqualsWithEps

public EqualsWithEps(SameDiff sameDiff,
                     SDVariable i_v,
                     int[] dimensions,
                     double eps)

EqualsWithEps

public EqualsWithEps(SameDiff sameDiff,
                     SDVariable i_v,
                     SDVariable i_v2,
                     double eps,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(SameDiff sameDiff,
                     SDVariable i_v,
                     SDVariable dimensions,
                     double eps)

EqualsWithEps

public EqualsWithEps(SameDiff sameDiff,
                     SDVariable i_v,
                     SDVariable i_v2,
                     SDVariable dimensions,
                     double eps)

EqualsWithEps

public EqualsWithEps(double eps)

EqualsWithEps

public EqualsWithEps(SameDiff sameDiff,
                     SDVariable i_v,
                     SDVariable i_v2,
                     int[] dimensions,
                     double eps)

EqualsWithEps

public EqualsWithEps()

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     boolean allDistances,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     INDArray z,
                     double eps,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     double eps,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     boolean allDistances,
                     double eps,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     INDArray z,
                     double eps)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     INDArray z,
                     boolean keepDims,
                     double eps,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     INDArray z,
                     boolean keepDims,
                     boolean allDistances,
                     double eps,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     INDArray z)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     INDArray z,
                     boolean keepDims,
                     int... dimensions)

EqualsWithEps

public EqualsWithEps(INDArray x,
                     INDArray y,
                     INDArray z,
                     boolean keepDims,
                     boolean allDistances,
                     int... dimensions)

EqualsWithEps

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

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: