Uses of Interface
org.nd4j.linalg.schedule.ISchedule

Packages that use ISchedule

Package	Description
org.nd4j.linalg.learning.config
org.nd4j.linalg.schedule

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

Methods in org.nd4j.linalg.learning.config with parameters of type ISchedule

Modifier and Type	Method and Description
void	Sgd.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	RmsProp.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	NoOp.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	Nesterovs.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	Nadam.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	IUpdater.setLrAndSchedule(double lr, ISchedule lrSchedule) Set the learning rate and schedule.
void	AMSGrad.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	AdaMax.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	Adam.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	AdaGrad.setLrAndSchedule(double lr, ISchedule lrSchedule)
void	AdaDelta.setLrAndSchedule(double lr, ISchedule lrSchedule)

Constructors in org.nd4j.linalg.learning.config with parameters of type ISchedule

Constructor and Description
AdaGrad(ISchedule learningRateSchedule)
AdaGrad(ISchedule learningRateSchedule, double epsilon)
Adam(ISchedule learningRateSchedule)
AdaMax(ISchedule learningRateSchedule)
AMSGrad(ISchedule learningRateSchedule)
Nadam(ISchedule learningRateSchedule)
Nesterovs(double learningRate, ISchedule momentumSchedule)
Nesterovs(ISchedule learningRateSchedule)
Nesterovs(ISchedule learningRateSchedule, double momentum)
Nesterovs(ISchedule learningRateSchedule, ISchedule momentumSchedule)
RmsProp(ISchedule learningRateSchedule)
Sgd(ISchedule learningRateSchedule)

Uses of ISchedule in org.nd4j.linalg.schedule

Classes in org.nd4j.linalg.schedule that implement ISchedule

Modifier and Type	Class and Description
class	ExponentialSchedule An exponential schedule, with 2 parameters: initial value, and gamma. value(i) = initialValue * gamma^i where i is the iteration or epoch (depending on the setting)
class	InverseSchedule Inverse schedule, with 3 parameters: initial value, gamma and power. value(i) = initialValue * (1 + gamma * iter)^(-power) where i is the iteration or epoch (depending on the setting)
class	MapSchedule MapSchedule is a schedule based on specific values in a Map<Integer,Double>. For example, if the map contains the following: (0,1.0), (10,0.5), (20, 0.2) then iteration/epoch 0 to 9 inclusive will have value 1.0, 10 to 19 will have 0.5, and 20+ will have value 0.2. Note that the map MUST have a key for position 0 - this is the initial value.
class	PolySchedule Polynomial decay schedule, with 3 parameters: initial value, maxIter, power. Note that the the value will be 0 after maxIter, otherwise is given by: value(i) = initialValue * (1 + i/maxIter)^(-power) where i is the iteration or epoch (depending on the setting)
class	SigmoidSchedule Sigmoid decay schedule, with 3 parameters: initial value, gamma and stepSize. value(i) = initialValue * 1.0 / (1 + exp(-gamma * (iter - stepSize))) where i is the iteration or epoch (depending on the setting)
class	StepSchedule Step decay schedule, with 3 parameters: initial value, gamma and step. value(i) = initialValue * gamma^( floor(iter/step) ) where i is the iteration or epoch (depending on the setting)

Methods in org.nd4j.linalg.schedule that return ISchedule

Modifier and Type	Method and Description
ISchedule	StepSchedule.clone()
ISchedule	SigmoidSchedule.clone()
ISchedule	MapSchedule.clone()
ISchedule	ISchedule.clone()
ISchedule	InverseSchedule.clone()
ISchedule	ExponentialSchedule.clone()