org.nd4j.linalg.api.ops

Class BaseTransformOp

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.BaseOp

org.nd4j.linalg.api.ops.BaseTransformOp

All Implemented Interfaces:

Op, TransformOp

Direct Known Subclasses:

Abs, ACos, ACosh, And, ASin, ASinh, ATan, ATanh, Axpy, BaseGradientOp, BinaryMinimalRelativeError, BinaryRelativeError, Ceil, CompareAndReplace, CompareAndSet, Constant, CopyOp, Cos, Cosh, Cube, CubeDerivative, ELU, ELUDerivative, Eps, Erf, Erfc, Exp, Expm1, Floor, FloorModOp, FModOp, HardSigmoid, HardSigmoidDerivative, HardTanh, HardTanhDerivative, Histogram, IsFinite, IsInf, IsMax, IsNaN, LeakyReLU, LeakyReLUDerivative, LegacyDropOut, LegacyDropOutInverted, LegacyPooling2D, Log, Log1p, LogSigmoid, LogSoftMax, LogX, MatchConditionTransform, MaxOut, Negative, Not, OldAddOp, OldAtan2Op, OldDivOp, OldEqualTo, OldFloorDivOp, OldFModOp, OldGreaterThan, OldGreaterThanOrEqual, OldIdentity, OldLessThan, OldLessThanOrEqual, OldMax, OldMin, OldMulOp, OldNotEqualTo, OldRDivOp, OldReverse, OldSoftMax, OldSubOp, OneMinus, Or, Pow, PowDerivative, RationalTanh, RationalTanhDerivative, Reciprocal, RectifedLinear, RectifiedTanh, RectifiedTanhDerivative, RelativeError, Relu6, RemainderOp, ReplaceNans, Rint, Round, RSqrt, SELU, SELUDerivative, Set, SetRange, Sigmoid, SigmoidDerivative, Sign, Sin, Sinh, SoftPlus, SoftSign, SoftSignDerivative, Sqrt, Stabilize, Step, Swish, SwishDerivative, Tan, TanDerivative, Tanh, TanhDerivative, TimesOneMinus, Xor

public abstract class BaseTransformOp
extends BaseOp
implements TransformOp

A base op for basic getters and setters

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

extraArgs, extraArgz, n, numProcessed, passThrough, x, xVertexId, y, yVertexId, z, zVertexId

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

dimensions, inPlace, sameDiff, scalarValue

Constructor Summary

Constructors

Constructor and Description
BaseTransformOp()
BaseTransformOp(INDArray x)
BaseTransformOp(INDArray x, INDArray z)
BaseTransformOp(INDArray x, INDArray y, INDArray z, long n)
BaseTransformOp(INDArray x, INDArray z, long n)
BaseTransformOp(SameDiff sameDiff)
BaseTransformOp(SameDiff sameDiff, SDVariable i_v, boolean inPlace)
BaseTransformOp(SameDiff sameDiff, SDVariable i_v, int[] shape, boolean inPlace, Object[] extraArgs)
BaseTransformOp(SameDiff sameDiff, SDVariable i_v, Object[] extraArgs)
BaseTransformOp(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2)
BaseTransformOp(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2, boolean inPlace)
BaseTransformOp(SameDiff sameDiff, SDVariable i_v1, SDVariable i_v2, Object[] extraArgs)

Method Summary

Modifier and Type	Method and Description
List<int[]>	calculateOutputShape() Calculate the output shape for this op
Op.Type	opType() The type of the op
INDArray	z() The resulting ndarray

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

equals, exec, exec, extraArgs, extraArgsBuff, extraArgsDataBuff, getOpType, hashCode, init, initFromOnnx, initFromTensorFlow, isExecSpecial, isPassThrough, n, numProcessed, outputVariables, setN, setX, setY, setZ, toCustomOp, toString, x, y

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

arg, args, asProperties, attributeAdaptersForFunction, configFieldName, diff, doDiff, dup, f, getValue, hasPlaceHolderInputs, isConfigProperties, larg, mappingsForFunction, onnxName, onnxNames, opName, opNum, outputVariables, propertiesForFunction, rarg, resolvePropertiesFromSameDiffBeforeExecution, setInstanceId, setValueFor, tensorflowName, 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

exec, exec, extraArgs, extraArgsBuff, extraArgsDataBuff, init, isExecSpecial, isPassThrough, n, numProcessed, opName, opNum, setExtraArgs, setN, setX, setY, setZ, toCustomOp, x, y

Constructor Detail

BaseTransformOp

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

BaseTransformOp

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

BaseTransformOp

public BaseTransformOp(SameDiff sameDiff)

BaseTransformOp

public BaseTransformOp(SameDiff sameDiff,
                       SDVariable i_v1,
                       SDVariable i_v2,
                       Object[] extraArgs)

BaseTransformOp

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

BaseTransformOp

public BaseTransformOp(SameDiff sameDiff,
                       SDVariable i_v,
                       int[] shape,
                       boolean inPlace,
                       Object[] extraArgs)

BaseTransformOp

public BaseTransformOp(SameDiff sameDiff,
                       SDVariable i_v,
                       Object[] extraArgs)

BaseTransformOp

public BaseTransformOp(INDArray x,
                       INDArray z)

BaseTransformOp

public BaseTransformOp()

BaseTransformOp

public BaseTransformOp(INDArray x,
                       INDArray z,
                       long n)

BaseTransformOp

public BaseTransformOp(INDArray x,
                       INDArray y,
                       INDArray z,
                       long n)

BaseTransformOp

public BaseTransformOp(INDArray x)

Method Detail

opType

public Op.Type opType()

Description copied from class: DifferentialFunction

The type of the op

Overrides:

opType in class DifferentialFunction

Returns:

calculateOutputShape

public List<int[]> calculateOutputShape()

Description copied from class: DifferentialFunction

Calculate the output shape for this op

Overrides:

calculateOutputShape in class DifferentialFunction

Returns:

z

public INDArray z()

Description copied from interface: Op

The resulting ndarray

Specified by:

z in interface Op

Overrides:

z in class BaseOp

Returns:

the resulting ndarray