org.nd4j.linalg.api.ops.impl.scalar.comparison

Class ScalarEps

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.BaseOp

org.nd4j.linalg.api.ops.BaseScalarBoolOp

org.nd4j.linalg.api.ops.impl.scalar.comparison.ScalarEps

All Implemented Interfaces:

Op, ScalarOp

public class ScalarEps
extends BaseScalarBoolOp

Return a binary (0 or 1) when greater than a number

Author:

Adam Gibson

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 and Description
ScalarEps()
ScalarEps(INDArray x)
ScalarEps(INDArray x, INDArray z, Number num)
ScalarEps(INDArray x, Number num)
ScalarEps(SameDiff sameDiff, SDVariable i_v, Number scalar)
ScalarEps(SameDiff sameDiff, SDVariable i_v, Number scalar, boolean inPlace)

Method Summary

Modifier and Type	Method and Description
List<SDVariable>	doDiff(List<SDVariable> f1) The actual implementation for automatic differentiation.
int[]	getDimension()
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)
void	setDimension(int... dimension)

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

calculateOutputDataTypes, calculateOutputShape, calculateOutputShape, getOpType, opType, scalar, setScalar, setScalar, validateDataTypes, z

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

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

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

arg, arg, argNames, args, attributeAdaptersForFunction, configFieldName, diff, dup, 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.ScalarOp

dimensions

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

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

Constructor Detail

ScalarEps

public ScalarEps()

ScalarEps

public ScalarEps(INDArray x,
                 Number num)

ScalarEps

public ScalarEps(INDArray x)

ScalarEps

public ScalarEps(INDArray x,
                 INDArray z,
                 Number num)

ScalarEps

public ScalarEps(SameDiff sameDiff,
                 SDVariable i_v,
                 Number scalar)

ScalarEps

public ScalarEps(SameDiff sameDiff,
                 SDVariable i_v,
                 Number scalar,
                 boolean inPlace)

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

getDimension

public int[] getDimension()

Specified by:

getDimension in interface ScalarOp

Overrides:

getDimension in class BaseScalarBoolOp

setDimension

public void setDimension(int... dimension)

Specified by:

setDimension in interface ScalarOp

Overrides:

setDimension in class BaseScalarBoolOp

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:

onnxName

public String onnxName()

Description copied from class: DifferentialFunction

The opName of this function in onnx

Overrides:

onnxName in class BaseOp

Returns: