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

Class BaseDynamicTransformOp

java.lang.Object

org.nd4j.autodiff.functions.DifferentialFunction

org.nd4j.linalg.api.ops.DynamicCustomOp

org.nd4j.linalg.api.ops.impl.transforms.BaseDynamicTransformOp

All Implemented Interfaces:

CustomOp

Direct Known Subclasses:

AddOp, ATan2, BaseArithmeticBackpropOp, Cast, DivOp, EqualTo, FloorDivOp, GreaterThan, GreaterThanOrEqual, Identity, InvertPermutation, LessThan, LessThanOrEqual, Max, MergeAddOp, Min, MulOp, NotEqualTo, RDivOp, RealDivOp, RSubOp, SoftMax, SquaredDifferenceOp, SubOp, TruncateDivOp

public abstract class BaseDynamicTransformOp
extends DynamicCustomOp

Nested Class Summary

Nested classes/interfaces inherited from class org.nd4j.linalg.api.ops.DynamicCustomOp

DynamicCustomOp.DynamicCustomOpsBuilder, DynamicCustomOp.SameDiffBuilder

Field Summary

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

inplaceCall, outputVariables

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

dimensions, extraArgs, inPlace, sameDiff, scalarValue

Constructor Summary

Constructors

Constructor and Description
BaseDynamicTransformOp()
BaseDynamicTransformOp(INDArray[] inputs, INDArray[] outputs)
BaseDynamicTransformOp(SameDiff sameDiff, SDVariable[] args, boolean inPlace)

Method Summary

Modifier and Type	Method and Description
List<int[]>	calculateOutputShape() Calculate the output shape for this op

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

addIArgument, addInputArgument, addOutputArgument, addTArgument, asProperties, assertValidForExecution, builder, doDiff, getDescriptor, getIArgument, getInputArgument, getOutputArgument, getTArgument, iArgs, initFromOnnx, initFromTensorFlow, inputArguments, numIArguments, numInputArguments, numOutputArguments, numTArguments, onnxName, opHash, opName, opNum, opType, outputArguments, outputVariables, outputVariables, populateInputsAndOutputsFromSameDiff, removeIArgument, removeInputArgument, removeOutputArgument, removeTArgument, sameDiffBuilder, setInputArgument, setOutputArgument, tArgs, tensorflowName, toString, updateInputsFromSameDiff

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

arg, args, attributeAdaptersForFunction, configFieldName, diff, dup, equals, f, getValue, hashCode, hasPlaceHolderInputs, isConfigProperties, larg, mappingsForFunction, onnxNames, propertiesForFunction, rarg, resolvePropertiesFromSameDiffBeforeExecution, 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.CustomOp

isInplaceCall

Constructor Detail

BaseDynamicTransformOp

public BaseDynamicTransformOp()

BaseDynamicTransformOp

public BaseDynamicTransformOp(SameDiff sameDiff,
                              SDVariable[] args,
                              boolean inPlace)

BaseDynamicTransformOp

public BaseDynamicTransformOp(INDArray[] inputs,
                              INDArray[] outputs)

Method Detail

calculateOutputShape

public List<int[]> calculateOutputShape()

Description copied from class: DifferentialFunction

Calculate the output shape for this op

Specified by:

calculateOutputShape in interface CustomOp

Overrides:

calculateOutputShape in class DynamicCustomOp

Returns: