Uses of Interface
org.deeplearning4j.optimize.api.ConvexOptimizer

Packages that use ConvexOptimizer

Package	Description
org.deeplearning4j.nn.api
org.deeplearning4j.nn.graph
org.deeplearning4j.nn.layers
org.deeplearning4j.nn.layers.variational
org.deeplearning4j.nn.multilayer
org.deeplearning4j.optimize
org.deeplearning4j.optimize.solvers

Uses of ConvexOptimizer in org.deeplearning4j.nn.api

Methods in org.deeplearning4j.nn.api that return ConvexOptimizer

Modifier and Type	Method and Description
ConvexOptimizer	NeuralNetwork.getOptimizer() This method returns Optimizer used for training
ConvexOptimizer	Model.getOptimizer() Returns this models optimizer

Uses of ConvexOptimizer in org.deeplearning4j.nn.graph

Methods in org.deeplearning4j.nn.graph that return ConvexOptimizer

Modifier and Type	Method and Description
ConvexOptimizer	ComputationGraph.getOptimizer()

Uses of ConvexOptimizer in org.deeplearning4j.nn.layers

Fields in org.deeplearning4j.nn.layers declared as ConvexOptimizer

Modifier and Type	Field and Description
protected ConvexOptimizer	BaseLayer.optimizer

Methods in org.deeplearning4j.nn.layers that return ConvexOptimizer

Modifier and Type	Method and Description
ConvexOptimizer	FrozenLayer.getOptimizer()
ConvexOptimizer	AbstractLayer.getOptimizer()
ConvexOptimizer	BaseLayer.getOptimizer()

Uses of ConvexOptimizer in org.deeplearning4j.nn.layers.variational

Fields in org.deeplearning4j.nn.layers.variational declared as ConvexOptimizer

Modifier and Type	Field and Description
protected ConvexOptimizer	VariationalAutoencoder.optimizer

Methods in org.deeplearning4j.nn.layers.variational that return ConvexOptimizer

Modifier and Type	Method and Description
ConvexOptimizer	VariationalAutoencoder.getOptimizer()

Uses of ConvexOptimizer in org.deeplearning4j.nn.multilayer

Methods in org.deeplearning4j.nn.multilayer that return ConvexOptimizer

Modifier and Type	Method and Description
ConvexOptimizer	MultiLayerNetwork.getOptimizer()

Uses of ConvexOptimizer in org.deeplearning4j.optimize

Methods in org.deeplearning4j.optimize that return ConvexOptimizer

Modifier and Type	Method and Description
ConvexOptimizer	Solver.getOptimizer()

Uses of ConvexOptimizer in org.deeplearning4j.optimize.solvers

Classes in org.deeplearning4j.optimize.solvers that implement ConvexOptimizer

Modifier and Type	Class and Description
class	BaseOptimizer Base optimizer
class	ConjugateGradient Originally based on cc.mallet.optimize.ConjugateGradient Rewritten based on Conjugate Gradient algorithm in Bengio et al., Deep Learning (in preparation) Ch8.
class	LBFGS LBFGS
class	LineGradientDescent Stochastic Gradient Descent with Line Search
class	StochasticGradientDescent Stochastic Gradient Descent Standard fix step size No line search

Method parameters in org.deeplearning4j.optimize.solvers with type arguments of type ConvexOptimizer

Modifier and Type	Method and Description
static StepFunction	BaseOptimizer.getDefaultStepFunctionForOptimizer(Class<? extends ConvexOptimizer> optimizerClass)

Constructors in org.deeplearning4j.optimize.solvers with parameters of type ConvexOptimizer

Constructor and Description
BackTrackLineSearch(Model optimizable, ConvexOptimizer optimizer)
BackTrackLineSearch(Model layer, StepFunction stepFunction, ConvexOptimizer optimizer)