Uses of Class
org.nd4j.autodiff.functions.DifferentialFunction

Packages that use DifferentialFunction

Package	Description
org.nd4j.autodiff.functions
org.nd4j.autodiff.samediff
org.nd4j.autodiff.samediff.config
org.nd4j.autodiff.samediff.internal
org.nd4j.autodiff.samediff.serde
org.nd4j.autodiff.samediff.transform
org.nd4j.autodiff.util
org.nd4j.imports.converters
org.nd4j.imports.descriptors.properties
org.nd4j.imports.descriptors.properties.adapters
org.nd4j.imports.graphmapper.tf
org.nd4j.linalg.api.ops
org.nd4j.linalg.api.ops.compat
org.nd4j.linalg.api.ops.compression
org.nd4j.linalg.api.ops.custom
org.nd4j.linalg.api.ops.impl.broadcast
org.nd4j.linalg.api.ops.impl.broadcast.bool
org.nd4j.linalg.api.ops.impl.controlflow
org.nd4j.linalg.api.ops.impl.controlflow.compat
org.nd4j.linalg.api.ops.impl.grid
org.nd4j.linalg.api.ops.impl.image
org.nd4j.linalg.api.ops.impl.indexaccum
org.nd4j.linalg.api.ops.impl.indexaccum.custom
org.nd4j.linalg.api.ops.impl.layers
org.nd4j.linalg.api.ops.impl.layers.convolution
org.nd4j.linalg.api.ops.impl.layers.recurrent
org.nd4j.linalg.api.ops.impl.loss
org.nd4j.linalg.api.ops.impl.loss.bp
org.nd4j.linalg.api.ops.impl.meta
org.nd4j.linalg.api.ops.impl.nlp
org.nd4j.linalg.api.ops.impl.reduce
org.nd4j.linalg.api.ops.impl.reduce.bool
org.nd4j.linalg.api.ops.impl.reduce.bp
org.nd4j.linalg.api.ops.impl.reduce.custom
org.nd4j.linalg.api.ops.impl.reduce.floating
org.nd4j.linalg.api.ops.impl.reduce.longer
org.nd4j.linalg.api.ops.impl.reduce.same
org.nd4j.linalg.api.ops.impl.reduce3
org.nd4j.linalg.api.ops.impl.scalar
org.nd4j.linalg.api.ops.impl.scalar.comparison
org.nd4j.linalg.api.ops.impl.scatter
org.nd4j.linalg.api.ops.impl.shape
org.nd4j.linalg.api.ops.impl.shape.bp
org.nd4j.linalg.api.ops.impl.shape.tensorops
org.nd4j.linalg.api.ops.impl.summarystats
org.nd4j.linalg.api.ops.impl.transforms
org.nd4j.linalg.api.ops.impl.transforms.any
org.nd4j.linalg.api.ops.impl.transforms.bool
org.nd4j.linalg.api.ops.impl.transforms.clip
org.nd4j.linalg.api.ops.impl.transforms.comparison
org.nd4j.linalg.api.ops.impl.transforms.custom
org.nd4j.linalg.api.ops.impl.transforms.custom.segment
org.nd4j.linalg.api.ops.impl.transforms.dtype
org.nd4j.linalg.api.ops.impl.transforms.floating
org.nd4j.linalg.api.ops.impl.transforms.gradient
org.nd4j.linalg.api.ops.impl.transforms.pairwise
org.nd4j.linalg.api.ops.impl.transforms.pairwise.arithmetic
org.nd4j.linalg.api.ops.impl.transforms.pairwise.arithmetic.bp
org.nd4j.linalg.api.ops.impl.transforms.pairwise.bool
org.nd4j.linalg.api.ops.impl.transforms.same
org.nd4j.linalg.api.ops.impl.transforms.segment
org.nd4j.linalg.api.ops.impl.transforms.segment.bp
org.nd4j.linalg.api.ops.impl.transforms.strict
org.nd4j.linalg.api.ops.impl.updaters
org.nd4j.linalg.api.ops.persistence
org.nd4j.linalg.api.ops.random
org.nd4j.linalg.api.ops.random.compat
org.nd4j.linalg.api.ops.random.custom
org.nd4j.linalg.api.ops.random.impl
org.nd4j.linalg.api.ops.util

Uses of DifferentialFunction in org.nd4j.autodiff.functions

Methods in org.nd4j.autodiff.functions that return DifferentialFunction

Modifier and Type	Method	Description
DifferentialFunction	DifferentialFunction.dup()	Duplicate this function

Uses of DifferentialFunction in org.nd4j.autodiff.samediff

Methods in org.nd4j.autodiff.samediff that return DifferentialFunction

Modifier and Type	Method	Description
DifferentialFunction	SameDiff.getOpById(@NonNull String id)	Get the function by the DifferentialFunction#getOwnName()
DifferentialFunction	SameDiff.getVariableOutputOp(String variableName)	Get the differential function (if any) that this variable is the output for
DifferentialFunction[]	SameDiff.ops()	Get an array of differential functions that have been defined for this SameDiff instance

Methods in org.nd4j.autodiff.samediff with parameters of type DifferentialFunction

Modifier and Type	Method	Description
void	SameDiff.addArgsFor(String[] variables, DifferentialFunction function)	Adds incoming arguments for the specified differential function to the graph
void	SameDiff.addArgsFor(SDVariable[] variables, DifferentialFunction function)	Adds incoming arguments for the specified differential function to the graph
void	SameDiff.addOutgoingFor(String[] varNames, DifferentialFunction function)	Adds outgoing arguments to the graph for the specified DifferentialFunction Also checks for input arguments and updates the graph adding an appropriate edge when the full graph is declared.
void	SameDiff.addOutgoingFor(SDVariable[] variables, DifferentialFunction function)	Adds outgoing arguments to the graph for the specified DifferentialFunction Also checks for input arguments and updates the graph adding an appropriate edge when the full graph is declared.
SDVariable[]	SameDiff.generateOutputVariableForOp(DifferentialFunction function)	Generate the variables based on the given input op and return the output variable names.
SDVariable[]	SameDiff.generateOutputVariableForOp(DifferentialFunction function, String baseName, boolean isImport)	Generate the variables based on the given input op and return the output variable names.
String[]	SameDiff.getInputsForOp(@NonNull DifferentialFunction function)	Returns the name(s) of the inputs for the given function
SDVariable[]	SameDiff.getInputVariablesForOp(DifferentialFunction function)	Get the input variable(s) for the specified differential function
String[]	SameDiff.getOutputsForOp(DifferentialFunction function)	Returns the name(s) of the outputs for the given function
SDVariable[]	SameDiff.getOutputVariablesForOp(DifferentialFunction function)	Get the output variable(s) for the specified differential function
boolean	SameDiff.hasArgs(DifferentialFunction function)	Returns true if this function already has defined arguments
void	SameDiff.putOpForId(String id, DifferentialFunction function)	Put the function for the given id
void	SameDiff.removeArgFromOp(String varName, DifferentialFunction function)	Remove an argument for a function.
void	SameDiff.replaceArgFor(int i, @NonNull SDVariable newArg, @NonNull DifferentialFunction function)	Replaces the argument at i with newArg for function Does not use (or remove) ArgumentInterceptor stuff

Uses of DifferentialFunction in org.nd4j.autodiff.samediff.config

Methods in org.nd4j.autodiff.samediff.config with parameters of type DifferentialFunction

Modifier and Type	Method	Description
static ExecutionResult	ExecutionResult.createFrom(DifferentialFunction func, OpContext opContext)

Uses of DifferentialFunction in org.nd4j.autodiff.samediff.internal

Fields in org.nd4j.autodiff.samediff.internal declared as DifferentialFunction

Modifier and Type	Field	Description
protected DifferentialFunction	SameDiffOp.op

Methods in org.nd4j.autodiff.samediff.internal that return DifferentialFunction

Modifier and Type	Method	Description
DifferentialFunction	SameDiffOp.getOp()

Methods in org.nd4j.autodiff.samediff.internal with parameters of type DifferentialFunction

Modifier and Type	Method	Description
ExecutionResult	InferenceSession.doExec(DifferentialFunction op, OpContext opContext, FrameIter outputFrameIter, Set<AbstractSession.VarId> opInputs, Set<AbstractSession.VarId> allIterInputs, Set<String> constAndPhInputs, Map<String,SDValue> otherPlaceHolders)
ExecutionResult	InferenceSession.getOutputsHelperTensorArrayOps(DifferentialFunction op, FrameIter outputFrameIter, Set<AbstractSession.VarId> opInputs, Set<AbstractSession.VarId> allIterInputs, Map<String,SDValue> otherPlaceHolders)	Forward pass for TensorArray ops
void	SameDiffOp.setOp(DifferentialFunction op)

Constructors in org.nd4j.autodiff.samediff.internal with parameters of type DifferentialFunction

Constructor	Description
SameDiffOp(String name, DifferentialFunction op, List<String> inputsToOp, List<String> outputsOfOp, List<String> controlDeps, List<String> varControlDeps, List<String> controlDepFor)

Uses of DifferentialFunction in org.nd4j.autodiff.samediff.serde

Methods in org.nd4j.autodiff.samediff.serde that return DifferentialFunction

Modifier and Type	Method	Description
static DifferentialFunction	FlatBuffersMapper.cloneViaSerialize(SameDiff sd, DifferentialFunction df)
static DifferentialFunction	FlatBuffersMapper.cloneViaSerialize(SameDiff sd, DifferentialFunction df, Map<String,Integer> nameToIdxMap)
static DifferentialFunction	FlatBuffersMapper.fromFlatNode(FlatNode fn)

Methods in org.nd4j.autodiff.samediff.serde with parameters of type DifferentialFunction

Modifier and Type	Method	Description
static int	FlatBuffersMapper.asFlatNode(@NonNull SameDiff sameDiff, @NonNull DifferentialFunction node, @NonNull com.google.flatbuffers.FlatBufferBuilder bufferBuilder, List<SDVariable> variables, Map<String,Integer> reverseMap, Map<String,Integer> forwardMap, Map<String,Integer> framesMap, AtomicInteger idCounter, Integer id)
static DifferentialFunction	FlatBuffersMapper.cloneViaSerialize(SameDiff sd, DifferentialFunction df)
static DifferentialFunction	FlatBuffersMapper.cloneViaSerialize(SameDiff sd, DifferentialFunction df, Map<String,Integer> nameToIdxMap)

Uses of DifferentialFunction in org.nd4j.autodiff.samediff.transform

Fields in org.nd4j.autodiff.samediff.transform declared as DifferentialFunction

Modifier and Type	Field	Description
protected DifferentialFunction	SubGraph.rootNode

Fields in org.nd4j.autodiff.samediff.transform with type parameters of type DifferentialFunction

Modifier and Type	Field	Description
protected List<DifferentialFunction>	SubGraph.childNodes

Methods in org.nd4j.autodiff.samediff.transform that return types with arguments of type DifferentialFunction

Modifier and Type	Method	Description
List<DifferentialFunction>	SubGraph.allFunctionsInSubgraph()

Methods in org.nd4j.autodiff.samediff.transform with parameters of type DifferentialFunction

Modifier and Type	Method	Description
SubGraph	SubGraphPredicate.getSubGraph(SameDiff sd, DifferentialFunction rootFn)	Get the SubGraph that matches the predicate
boolean	SubGraph.inSubgraph(DifferentialFunction df)
abstract boolean	OpPredicate.matches(SameDiff sameDiff, DifferentialFunction function)
boolean	SubGraphPredicate.matches(SameDiff sameDiff, DifferentialFunction rootFn)	Determine if the subgraph, starting with the root function, matches the predicate

Uses of DifferentialFunction in org.nd4j.autodiff.util

Methods in org.nd4j.autodiff.util with parameters of type DifferentialFunction

Modifier and Type	Method	Description
static void	SameDiffUtils.validateDifferentialFunctionSameDiff(SameDiff sameDiff, SDVariable function, DifferentialFunction op)

Uses of DifferentialFunction in org.nd4j.imports.converters

Methods in org.nd4j.imports.converters that return DifferentialFunction

Modifier and Type	Method	Description
DifferentialFunction	DifferentialFunctionClassHolder.getInstance(String name)
DifferentialFunction	DifferentialFunctionClassHolder.getOpWithOnnxName(String onnxName)
DifferentialFunction	DifferentialFunctionClassHolder.getOpWithTensorflowName(String tensorflowName)	Get the

Methods in org.nd4j.imports.converters that return types with arguments of type DifferentialFunction

Modifier and Type	Method	Description
static Map<String,DifferentialFunction>	ImportClassMapping.getOnnxOpMappingFunctions()
static Map<String,DifferentialFunction>	ImportClassMapping.getOpNameMapping()
Map<String,DifferentialFunction>	DifferentialFunctionClassHolder.getTensorFlowNames()
static Map<String,DifferentialFunction>	ImportClassMapping.getTFOpMappingFunctions()

Methods in org.nd4j.imports.converters with parameters of type DifferentialFunction

Modifier and Type	Method	Description
Map<String,Field>	DifferentialFunctionClassHolder.getFieldsForFunction(DifferentialFunction function)	Get the fields for a given DifferentialFunction

Uses of DifferentialFunction in org.nd4j.imports.descriptors.properties

Methods in org.nd4j.imports.descriptors.properties with parameters of type DifferentialFunction

Modifier and Type	Method	Description
void	AttributeAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)	Map the attribute using the specified field on the specified function on adapting the given input type to the type of the field for the specified function.

Uses of DifferentialFunction in org.nd4j.imports.descriptors.properties.adapters

Methods in org.nd4j.imports.descriptors.properties.adapters with parameters of type DifferentialFunction

Modifier and Type	Method	Description
void	BooleanAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)
void	ConditionalFieldValueIntIndexArrayAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)
void	ConditionalFieldValueNDArrayShapeAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)
void	DataTypeAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)
void	IntArrayIntIndexAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)
void	NDArrayShapeAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)
void	SizeThresholdIntArrayIntIndexAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)
void	StringEqualsAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)
void	StringNotEqualsAdapter.mapAttributeFor(Object inputAttributeValue, Field fieldFor, DifferentialFunction on)

Uses of DifferentialFunction in org.nd4j.imports.graphmapper.tf

Methods in org.nd4j.imports.graphmapper.tf with parameters of type DifferentialFunction

Modifier and Type	Method	Description
static void	TFGraphMapper.initFunctionFromProperties(String mappedTfName, DifferentialFunction on, Map<String,AttrValue> attributesForNode, NodeDef node, GraphDef graph)	Deprecated. To be removed

Uses of DifferentialFunction in org.nd4j.linalg.api.ops

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops

Modifier and Type	Class	Description
class	BaseBroadcastBoolOp
class	BaseBroadcastOp
class	BaseIndexAccumulation
class	BaseOp
class	BaseReduceBoolOp
class	BaseReduceFloatOp
class	BaseReduceLongOp
class	BaseReduceOp
class	BaseReduceSameOp
class	BaseScalarBoolOp
class	BaseScalarOp
class	BaseTransformAnyOp
class	BaseTransformBoolOp
class	BaseTransformFloatOp
class	BaseTransformOp
class	BaseTransformSameOp
class	BaseTransformStrictOp
class	DynamicCustomOp
class	NoOp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.compat

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.compat

Modifier and Type	Class	Description
class	CompatSparseToDense
class	CompatStringSplit

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.compression

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.compression

Modifier and Type	Class	Description
class	DecodeBitmap
class	DecodeThreshold
class	EncodeBitmap
class	EncodeThreshold

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.custom

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.custom

Modifier and Type	Class	Description
class	AdjustContrast
class	AdjustHue
class	AdjustSaturation
class	BarnesEdgeForces
class	BarnesHutGains
class	BarnesHutSymmetrize
class	BetaInc
class	BitCast
class	CompareAndBitpack
class	Digamma
class	DivideNoNan
class	DrawBoundingBoxes
class	Eig
class	FakeQuantWithMinMaxVarsPerChannel
class	Flatten
class	FusedBatchNorm
class	HsvToRgb
class	Igamma
class	Igammac
class	Invoke	Invoke is an op
class	KnnMinDistance
class	Lgamma
class	LinearSolve
class	Logdet
class	Lstsq
class	Lu
class	MatrixBandPart
class	Polygamma
class	RandomCrop
class	RgbToGrayscale
class	RgbToHsv
class	RgbToYiq
class	RgbToYuv
class	Roll
class	SpTreeCell
class	ToggleBits
class	Tri
class	TriangularSolve
class	Triu
class	TriuBp
class	YiqToRgb
class	YuvToRgb

Methods in org.nd4j.linalg.api.ops.custom with parameters of type DifferentialFunction

Modifier and Type	Method	Description
static ExecutionResult	Invoke.doInvoke(DifferentialFunction op, Map<String,INDArray> placeHolders, Map<String,SDValue> valuePlaceHolders)	Perform the invoke method.

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.broadcast

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.broadcast

Modifier and Type	Class	Description
class	BiasAdd	Bias addition gradient operation.
class	BiasAddGrad
class	BroadcastAddOp
class	BroadcastAMax
class	BroadcastAMin
class	BroadcastCopyOp
class	BroadcastDivOp
class	BroadcastGradientArgs
class	BroadcastMax
class	BroadcastMin
class	BroadcastMulOp
class	BroadcastRDivOp
class	BroadcastRSubOp
class	BroadcastSubOp
class	BroadcastTo

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.broadcast.bool

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.broadcast.bool

Modifier and Type	Class	Description
class	BroadcastEqualTo
class	BroadcastGreaterThan
class	BroadcastGreaterThanOrEqual
class	BroadcastLessThan
class	BroadcastLessThanOrEqual
class	BroadcastNotEqual

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.controlflow

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.controlflow

Modifier and Type	Class	Description
class	Select
class	Where
class	WhereNumpy

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.controlflow.compat

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.controlflow.compat

Modifier and Type	Class	Description
class	BaseCompatOp
class	Enter
class	Exit
class	LoopCond
class	Merge
class	NextIteration
class	StopGradient
class	Switch
class	While

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.grid

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.grid

Modifier and Type	Class	Description
class	BaseGridOp
class	FreeGridOp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.image

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.image

Modifier and Type	Class	Description
class	CropAndResize
class	ExtractImagePatches
class	ImageResize
class	NonMaxSuppression
class	NonMaxSuppressionV3
class	NonMaxSuppressionWithOverlaps
class	ResizeArea
class	ResizeBicubic
class	ResizeBilinear
class	ResizeNearestNeighbor

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.indexaccum

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.indexaccum

Modifier and Type	Class	Description
class	FirstIndex
class	LastIndex

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.indexaccum.custom

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.indexaccum.custom

Modifier and Type	Class	Description
class	ArgAmax
class	ArgAmin
class	ArgMax
class	ArgMin

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.layers

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.layers

Modifier and Type	Class	Description
class	ExternalErrorsFunction

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.layers.convolution

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.layers.convolution

Modifier and Type	Class	Description
class	AvgPooling2D	Average Pooling2D operation
class	AvgPooling3D
class	BatchNorm
class	BatchNormDerivative
class	Col2Im
class	Conv1D
class	Conv1DDerivative
class	Conv2D
class	Conv2DDerivative
class	Conv3D
class	Conv3DDerivative
class	DeConv2D
class	DeConv2DDerivative
class	DeConv2DTF
class	DeConv3D
class	DeConv3DDerivative
class	DeConv3DTF
class	DepthToSpace
class	DepthwiseConv2D
class	DepthwiseConv2DBp
class	Im2col
class	Im2colBp
class	LocalResponseNormalization
class	LocalResponseNormalizationDerivative
class	MaxPooling2D	Max Pooling2D operation
class	MaxPooling3D
class	MaxPoolWithArgmax
class	Pooling2D	Pooling2D operation
class	Pooling2DDerivative	Pooling2DDerivative operation
class	Pooling3D	Pooling3D operation
class	Pooling3DDerivative	Pooling3DDerivative operation
class	SConv2D
class	SConv2DDerivative
class	SpaceToDepth
class	Upsampling2d	Upsampling operation
class	Upsampling2dDerivative	UpsamplingDerivative operation
class	Upsampling3d	Upsampling3d operation
class	Upsampling3dBp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.layers.recurrent

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.layers.recurrent

Modifier and Type	Class	Description
class	GRU
class	GRUBp
class	GRUCell
class	LSTMBlock
class	LSTMBlockCell
class	LSTMCell
class	LSTMLayer
class	LSTMLayerBp
class	SRU
class	SRUCell

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.loss

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.loss

Modifier and Type	Class	Description
class	AbsoluteDifferenceLoss
class	BaseLoss
class	CosineDistanceLoss
class	CtcLoss
class	HingeLoss
class	HuberLoss
class	L2Loss	L2 loss op wrapper
class	LogLoss
class	LogPoissonLoss
class	MeanPairwiseSquaredErrorLoss	Mean Pairwise Squared Error Loss
class	MeanSquaredErrorLoss
class	SigmoidCrossEntropyLoss
class	SoftmaxCrossEntropyLoss
class	SoftmaxCrossEntropyWithLogitsLoss
class	SparseSoftmaxCrossEntropyLossWithLogits
class	WeightedCrossEntropyLoss

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.loss.bp

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.loss.bp

Modifier and Type	Class	Description
class	AbsoluteDifferenceLossBp
class	BaseLossBp
class	CosineDistanceLossBp
class	CtcLossBp
class	HingeLossBp
class	HuberLossBp
class	LogLossBp
class	LogPoissonLossBp
class	MeanPairwiseSquaredErrorLossBp
class	MeanSquaredErrorLossBp
class	SigmoidCrossEntropyLossBp
class	SoftmaxCrossEntropyLossBp
class	SoftmaxCrossEntropyWithLogitsLossBp
class	SparseSoftmaxCrossEntropyLossWithLogitsBp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.meta

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.meta

Modifier and Type	Class	Description
class	BaseMetaOp
class	InvertedPredicateMetaOp
class	PostulateMetaOp
class	PredicateMetaOp
class	ReduceMetaOp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.nlp

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.nlp

Modifier and Type	Class	Description
class	CbowRound
class	SkipGramRound

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce

Modifier and Type	Class	Description
class	HashCode
class	Mmul
class	MmulBp
class	Moments
class	NormalizeMoments
class	SufficientStatistics
class	TensorMmul	TensorMmul
class	TensorMmulBp
class	ZeroFraction

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.bool

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.bool

Modifier and Type	Class	Description
class	All
class	Any
class	IsInf
class	IsNaN

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.bp

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.bp

Modifier and Type	Class	Description
class	BaseReductionBp
class	CumProdBp
class	CumSumBp
class	DotBp
class	MaxBp
class	MeanBp
class	MinBp
class	Norm1Bp
class	Norm2Bp
class	NormMaxBp
class	PowBp
class	ProdBp
class	SquaredNormBp
class	StandardDeviationBp
class	SumBp
class	VarianceBp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.custom

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.custom

Modifier and Type	Class	Description
class	BaseDynamicCustomBoolReduction
class	BaseDynamicCustomIndexReduction
class	BaseDynamicCustomLongReduction
class	BaseDynamicCustomReduction	Base class for reduction.
class	BatchMmul
class	LogSumExp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.floating

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.floating

Modifier and Type	Class	Description
class	AMean
class	Entropy
class	LogEntropy
class	Mean
class	Norm1	Sum of absolute values
class	Norm2
class	NormMax	The max absolute value
class	ShannonEntropy
class	SquaredNorm

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.longer

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.longer

Modifier and Type	Class	Description
class	CountNonZero
class	CountZero
class	MatchCondition

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.same

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce.same

Modifier and Type	Class	Description
class	AMax
class	AMin
class	ASum
class	Max
class	Min
class	Prod
class	Sum

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce3

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.reduce3

Modifier and Type	Class	Description
class	BaseReduce3Op
class	CosineDistance
class	CosineSimilarity
class	Dot
class	EqualsWithEps
class	EuclideanDistance
class	HammingDistance
class	JaccardDistance
class	ManhattanDistance

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.scalar

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.scalar

Modifier and Type	Class	Description
class	LeakyReLU
class	LogX
class	Pow
class	PowDerivative
class	PRelu	Parameterized ReLU op
class	RectifiedLinear
class	RectifiedLinearDerivative
class	Relu6
class	ReplaceNans
class	ScalarAdd
class	ScalarDivision
class	ScalarFMod
class	ScalarMax
class	ScalarMin
class	ScalarMultiplication
class	ScalarRemainder
class	ScalarReverseDivision
class	ScalarReverseSubtraction
class	ScalarSet
class	ScalarSubtraction
class	Step

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.scalar.comparison

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.scalar.comparison

Modifier and Type	Class	Description
class	ScalarAnd	Return a binary (0 or 1) when greater than a number
class	ScalarEps	Return a binary (0 or 1) when greater than a number
class	ScalarEquals	Return a binary (0 or 1) when greater than a number
class	ScalarGreaterThan	Return a binary (0 or 1) when greater than a number
class	ScalarGreaterThanOrEqual	Return a binary (0 or 1) when greater than or equal to a number
class	ScalarLessThan	Return a binary (0 or 1) when less than a number
class	ScalarLessThanOrEqual	Return a binary (0 or 1) when less than or equal to a number
class	ScalarNot	Return a binary (0 or 1) when greater than a number
class	ScalarNotEquals	Return a binary (0 or 1) when greater than a number
class	ScalarOr	Return a binary (0 or 1) when greater than a number
class	ScalarSetValue
class	ScalarXor	Return a binary (0 or 1) when greater than a number

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.scatter

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.scatter

Modifier and Type	Class	Description
class	ScatterAdd
class	ScatterDiv
class	ScatterMax
class	ScatterMin
class	ScatterMul
class	ScatterNd
class	ScatterNdAdd
class	ScatterNdSub
class	ScatterNdUpdate
class	ScatterSub
class	ScatterUpdate

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.shape

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.shape

Modifier and Type	Class	Description
class	ApplyGradientDescent
class	BroadcastDynamicShape
class	Concat
class	ConfusionMatrix
class	Create
class	CreateView
class	Cross
class	Diag
class	DiagPart
class	ExpandDims
class	Eye
class	Flatten2D
class	Gather	Gather op
class	GatherNd	GatherND op
class	Linspace
class	MergeAvg
class	MergeMax
class	MergeMaxIndex
class	MergeSum
class	MeshGrid
class	OneHot
class	OnesAs
class	OnesLike
class	ParallelStack
class	Permute
class	Rank
class	ReductionShape
class	Repeat
class	Reshape
class	SequenceMask
class	SetShape	Returns the shape of the input array.
class	Shape	Returns the shape of the input array.
class	ShapeN
class	Size
class	SizeAt
class	Slice
class	Split	Split op
class	SplitV	SplitV op
class	Squeeze
class	Stack
class	StridedSlice
class	Tile
class	Transpose
class	Unstack
class	ZerosLike

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.shape.bp

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.shape.bp

Modifier and Type	Class	Description
class	ConcatBp
class	MergeAvgBp
class	MergeMaxBp
class	SliceBp
class	StridedSliceBp
class	TileBp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.shape.tensorops

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.shape.tensorops

Modifier and Type	Class	Description
class	BaseTensorOp
class	EmbeddingLookup
class	TensorArray
class	TensorArrayConcat
class	TensorArrayGather
class	TensorArrayRead
class	TensorArrayRemove
class	TensorArrayScatter
class	TensorArraySize
class	TensorArraySplit
class	TensorArrayWrite

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.summarystats

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.summarystats

Modifier and Type	Class	Description
class	StandardDeviation
class	Variance

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms

Modifier and Type	Class	Description
class	Angle
class	Assert
class	BaseDynamicTransformOp
class	BinCount
class	CheckNumerics
class	Cholesky
class	Histogram
class	HistogramFixedWidth
class	IdentityN
class	MaxOut
class	NthElement
class	Pad
class	ReluLayer

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.any

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.any

Modifier and Type	Class	Description
class	Assign
class	IsMax	[1, 2, 3, 1] -> [0, 0, 1, 0]

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.bool

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.bool

Modifier and Type	Class	Description
class	BooleanNot
class	IsFinite
class	IsInf
class	IsNaN
class	MatchConditionTransform

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.clip

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.clip

Modifier and Type	Class	Description
class	ClipByAvgNorm
class	ClipByNorm
class	ClipByNormBp
class	ClipByValue

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.comparison

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.comparison

Modifier and Type	Class	Description
class	CompareAndReplace
class	CompareAndSet
class	Eps

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.custom

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.custom

Modifier and Type	Class	Description
class	Assign
class	ATan2
class	BatchToSpace
class	BatchToSpaceND
class	BitsHammingDistance
class	BitwiseAnd
class	BitwiseOr
class	BitwiseXor
class	Choose
class	CReLU
class	CReluBp
class	CumProd
class	CumSum
class	CyclicRShiftBits
class	CyclicShiftBits
class	Dilation2D
class	DotProductAttention
class	DotProductAttentionBp
class	DynamicPartition
class	DynamicStitch
class	EqualTo
class	FakeQuantWithMinMaxArgs
class	FakeQuantWithMinMaxVars
class	Fill	Fill an array of given "shape" with the provided "value", e.g.
class	GreaterThan
class	GreaterThanOrEqual
class	InTopK
class	InvertPermutation	Inverse of index permutation.
class	IsNonDecreasing
class	IsNumericTensor
class	IsStrictlyIncreasing
class	LayerNorm
class	LayerNormBp
class	LessThan
class	LessThanOrEqual
class	ListDiff
class	LogicalAnd
class	LogicalNot
class	LogicalOr
class	LogicalXor
class	LogMatrixDeterminant
class	LogSoftMax
class	MatrixDeterminant
class	MatrixDiag
class	MatrixDiagPart
class	MatrixInverse
class	MatrixSetDiag
class	Max
class	MaximumBp
class	Min
class	MirrorPad
class	MultiHeadDotProductAttention
class	MultiHeadDotProductAttentionBp
class	NotEqualTo
class	ParallelConcat
class	Pow
class	Qr
class	Reverse
class	ReverseBp
class	ReverseSequence
class	ReverseV2
class	RShiftBits
class	ShiftBits
class	SoftMax
class	SpaceToBatch
class	SpaceToBatchND
class	Standardize
class	StandardizeBp
class	Svd
class	ThresholdRelu
class	TopK
class	Trace
class	Unique
class	UniqueWithCounts
class	XwPlusB
class	Zeta

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.custom.segment

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.custom.segment

Modifier and Type	Class	Description
class	SegmentMax
class	SegmentMean
class	SegmentMin
class	SegmentProd
class	SegmentSum

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.dtype

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.dtype

Modifier and Type	Class	Description
class	Cast
class	MinMaxDataType	Returns the min or max (0 or 1 in int arguments) for a given data type.

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.floating

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.floating

Modifier and Type	Class	Description
class	RSqrt
class	Sqrt
class	SqrtM

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.gradient

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.gradient

Modifier and Type	Class	Description
class	CubeBp
class	CubeDerivative	Deprecated.
class	DynamicPartitionBp
class	EluBp
class	GradientBackwardsMarker
class	HardSigmoidBp
class	HardSigmoidDerivative	Deprecated.
class	HardTanhBp
class	HardTanhDerivative	Deprecated.
class	LeakyReLUBp
class	LeakyReLUDerivative
class	LogSoftMaxDerivative
class	PReluBp
class	RationalTanhBp
class	RationalTanhDerivative	Deprecated.
class	RectifiedTanhBp
class	RectifiedTanhDerivative	Deprecated.
class	Relu6Derivative
class	SeluBp
class	SELUDerivative	Deprecated.
class	SigmoidDerivative
class	SoftmaxBp
class	SoftPlusBp
class	SoftSignBp
class	SoftSignDerivative	Deprecated.
class	TanhDerivative
class	ThresholdReluBp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.pairwise

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.pairwise

Modifier and Type	Class	Description
class	BinaryMinimalRelativeError
class	BinaryRelativeError
class	RelativeError
class	Set	Set

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.pairwise.arithmetic

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.pairwise.arithmetic

Modifier and Type	Class	Description
class	AddOp	Addition operation
class	Axpy
class	CopyOp
class	DivOp	Division operation
class	FloorDivOp
class	FloorModOp
class	FModOp
class	MergeAddOp
class	ModOp
class	MulOp
class	PowPairwise
class	RDivOp	Reverse Division operation
class	RealDivOp	RealDivision operation
class	RemainderOp
class	RSubOp
class	SquaredDifferenceOp
class	SubOp
class	TruncateDivOp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.pairwise.arithmetic.bp

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.pairwise.arithmetic.bp

Modifier and Type	Class	Description
class	AddBpOp
class	BaseArithmeticBackpropOp
class	DivBpOp
class	FloorDivBpOp
class	FloorModBpOp
class	MergeAddBp
class	ModBpOp
class	MulBpOp
class	RDivBpOp
class	RSubBpOp
class	SquaredDifferenceBpOp
class	SubBpOp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.pairwise.bool

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.pairwise.bool

Modifier and Type	Class	Description
class	And
class	Not
class	Or
class	Xor

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.same

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.same

Modifier and Type	Class	Description
class	Abs
class	AMax
class	AMin
class	Ceil
class	Cube
class	Floor
class	Identity
class	Max
class	Min
class	Negative
class	OneMinus	1 - input
class	Reciprocal
class	Round
class	Sign
class	Square
class	TimesOneMinus

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.segment

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.segment

Modifier and Type	Class	Description
class	UnsortedSegmentMax
class	UnsortedSegmentMean
class	UnsortedSegmentMin
class	UnsortedSegmentProd
class	UnsortedSegmentSqrtN
class	UnsortedSegmentSum

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.segment.bp

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.segment.bp

Modifier and Type	Class	Description
class	SegmentMaxBp
class	SegmentMeanBp
class	SegmentMinBp
class	SegmentProdBp
class	SegmentSumBp
class	UnsortedSegmentMaxBp
class	UnsortedSegmentMeanBp
class	UnsortedSegmentMinBp
class	UnsortedSegmentProdBp
class	UnsortedSegmentSqrtNBp
class	UnsortedSegmentSumBp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.strict

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.transforms.strict

Modifier and Type	Class	Description
class	ACos
class	ACosh
class	ASin
class	ASinh
class	ATan
class	ATanh
class	Cos
class	Cosh
class	ELU
class	Erf
class	Erfc
class	Exp
class	Expm1
class	GELU
class	GELUDerivative	GELU derivative
class	HardSigmoid
class	HardTanh
class	Log
class	Log1p
class	LogSigmoid
class	Mish
class	MishDerivative
class	PreciseGELU
class	PreciseGELUDerivative	GELU derivative
class	RationalTanh
class	RectifiedTanh
class	Rint
class	SELU
class	SetRange
class	Sigmoid
class	SigmoidDerivative	Deprecated.
class	Sin
class	Sinh
class	SoftPlus
class	SoftSign
class	Stabilize
class	Swish
class	SwishDerivative	Swish derivative
class	Tan
class	TanDerivative
class	Tanh
class	TanhDerivative	Deprecated.

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.updaters

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.impl.updaters

Modifier and Type	Class	Description
class	AdaBeliefUpdater
class	AdaDeltaUpdater
class	AdaGradUpdater
class	AdaMaxUpdater
class	AdamUpdater
class	AmsGradUpdater
class	NadamUpdater
class	NesterovsUpdater
class	RmsPropUpdater
class	SgdUpdater

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.persistence

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.persistence

Modifier and Type	Class	Description
class	RestoreV2
class	SaveV2

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.random

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.random

Modifier and Type	Class	Description
class	BaseRandomOp

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.random.compat

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.random.compat

Modifier and Type	Class	Description
class	RandomStandardNormal

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.random.custom

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.random.custom

Modifier and Type	Class	Description
class	DistributionUniform
class	RandomBernoulli
class	RandomExponential
class	RandomGamma
class	RandomNormal
class	RandomPoisson
class	RandomShuffle

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.random.impl

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.random.impl

Modifier and Type	Class	Description
class	AlphaDropOut
class	BernoulliDistribution
class	BinomialDistribution
class	BinomialDistributionEx
class	Choice
class	DropOut
class	DropOutInverted
class	GaussianDistribution
class	Linspace
class	LogNormalDistribution
class	ProbablisticMerge
class	RandomMultinomial
class	Range
class	TruncatedNormalDistribution
class	UniformDistribution

Uses of DifferentialFunction in org.nd4j.linalg.api.ops.util

Subclasses of DifferentialFunction in org.nd4j.linalg.api.ops.util

Modifier and Type	Class	Description
class	PrintAffinity
class	PrintVariable