Uses of Interface
org.nd4j.linalg.learning.GradientUpdater

Packages that use GradientUpdater

Package	Description
org.nd4j.autodiff.samediff.internal
org.nd4j.linalg.learning
org.nd4j.linalg.learning.config

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

Fields in org.nd4j.autodiff.samediff.internal with type parameters of type GradientUpdater

Modifier and Type	Field and Description
protected Map<String,GradientUpdater>	TrainingSession.updaters

Method parameters in org.nd4j.autodiff.samediff.internal with type arguments of type GradientUpdater

Modifier and Type	Method and Description
Loss	TrainingSession.trainingIteration(TrainingConfig config, Map<String,INDArray> placeholders, Set<String> paramsToTrain, Map<String,GradientUpdater> updaters, MultiDataSet batch, List<String> lossVariables, List<Listener> listeners, At at) Perform one iteration of training - i.e., do forward and backward passes, and update the parameters

Uses of GradientUpdater in org.nd4j.linalg.learning

Classes in org.nd4j.linalg.learning that implement GradientUpdater

Modifier and Type	Class and Description
class	AdaBeliefUpdater
class	AdaDeltaUpdater
class	AdaGradUpdater
class	AdaMaxUpdater The AdaMax updater, a variant of Adam.
class	AdamUpdater The Adam updater.
class	AMSGradUpdater
class	NadamUpdater The Nadam updater.
class	NesterovsUpdater
class	NoOpUpdater
class	RmsPropUpdater
class	SgdUpdater SGD updater applies a learning rate only

Uses of GradientUpdater in org.nd4j.linalg.learning.config

Methods in org.nd4j.linalg.learning.config that return GradientUpdater

Modifier and Type	Method and Description
GradientUpdater	AdaBelief.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	AdaDelta.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	AdaGrad.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	Adam.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	AdaMax.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	AMSGrad.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	IUpdater.instantiate(INDArray viewArray, boolean initializeViewArray) Create a new gradient updater
GradientUpdater	Nadam.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	Nesterovs.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	NoOp.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	RmsProp.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	Sgd.instantiate(INDArray viewArray, boolean initializeViewArray)
GradientUpdater	AdaBelief.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	AdaDelta.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	AdaGrad.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	Adam.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	AdaMax.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	AMSGrad.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	IUpdater.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	Nadam.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	Nesterovs.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	NoOp.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	RmsProp.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)
GradientUpdater	Sgd.instantiate(Map<String,INDArray> updaterState, boolean initializeStateArrays)