Package org.nd4j.linalg.api.ops.impl.transforms.pairwise

Class BinaryMinimalRelativeError

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.BaseOp

org.nd4j.linalg.api.ops.BaseTransformOp

org.nd4j.linalg.api.ops.BaseTransformSameOp

org.nd4j.linalg.api.ops.impl.transforms.pairwise.BinaryMinimalRelativeError

All Implemented Interfaces:

Op, TransformOp, TransformSameOp

public class BinaryMinimalRelativeError
extends BaseTransformSameOp

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.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
BinaryMinimalRelativeError()
BinaryMinimalRelativeError(SameDiff sameDiff, SDVariable i_v, boolean inPlace)
BinaryMinimalRelativeError(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2)
BinaryMinimalRelativeError(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2, boolean inPlace)
BinaryMinimalRelativeError(INDArray x, INDArray y, double thresholdRelative, double thresholdAbsolute)
BinaryMinimalRelativeError(INDArray x, INDArray y, INDArray z, double thresholdRelative, double thresholdAbsolute)

Method Summary

Modifier and Type	Method	Description
List<SDVariable>	doDiff(List<SDVariable> i_v1)	The actual implementation for automatic differentiation.
String	onnxName()	The opName of this function in onnx
String	opName()	The name of the op
int	opNum()	The number of the op (mainly for old legacy XYZ ops like Op)
String	tensorflowName()	The opName of this function tensorflow

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

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

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

z

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

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

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

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

Constructor Detail

BinaryMinimalRelativeError

public BinaryMinimalRelativeError(SameDiff sameDiff,
                                  SDVariable i_v1,
                                  SDVariable i_v2)

BinaryMinimalRelativeError

public BinaryMinimalRelativeError(SameDiff sameDiff,
                                  SDVariable i_v1,
                                  SDVariable i_v2,
                                  boolean inPlace)

BinaryMinimalRelativeError

public BinaryMinimalRelativeError(SameDiff sameDiff,
                                  SDVariable i_v,
                                  boolean inPlace)

BinaryMinimalRelativeError

public BinaryMinimalRelativeError()

BinaryMinimalRelativeError

public BinaryMinimalRelativeError(INDArray x,
                                  INDArray y,
                                  INDArray z,
                                  double thresholdRelative,
                                  double thresholdAbsolute)

BinaryMinimalRelativeError

public BinaryMinimalRelativeError(INDArray x,
                                  INDArray y,
                                  double thresholdRelative,
                                  double thresholdAbsolute)

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

onnxName

public String onnxName()

Description copied from class: DifferentialFunction

The opName of this function in onnx

Overrides:

onnxName in class BaseOp

Returns:

tensorflowName

public String tensorflowName()

Description copied from class: DifferentialFunction

The opName of this function tensorflow

Overrides:

tensorflowName in class BaseOp

Returns:

doDiff

public List<SDVariable> doDiff(List<SDVariable> i_v1)

Description copied from class: DifferentialFunction

The actual implementation for automatic differentiation.

Specified by:

doDiff in class DifferentialFunction

Returns: