Uses of Interface
org.deeplearning4j.nn.api.layers.LayerConstraint

Packages that use LayerConstraint

Package	Description
org.deeplearning4j.nn.api.layers
org.deeplearning4j.nn.conf
org.deeplearning4j.nn.conf.constraint
org.deeplearning4j.nn.conf.layers
org.deeplearning4j.nn.conf.layers.misc
org.deeplearning4j.nn.transferlearning

Uses of LayerConstraint in org.deeplearning4j.nn.api.layers

Methods in org.deeplearning4j.nn.api.layers that return LayerConstraint

Modifier and Type	Method	Description
LayerConstraint	LayerConstraint.clone()

Uses of LayerConstraint in org.deeplearning4j.nn.conf

Fields in org.deeplearning4j.nn.conf with type parameters of type LayerConstraint

Modifier and Type	Field	Description
protected List<LayerConstraint>	NeuralNetConfiguration.Builder.allParamConstraints
protected List<LayerConstraint>	NeuralNetConfiguration.Builder.biasConstraints
protected List<LayerConstraint>	NeuralNetConfiguration.Builder.weightConstraints

Methods in org.deeplearning4j.nn.conf with parameters of type LayerConstraint

Modifier and Type	Method	Description
NeuralNetConfiguration.Builder	NeuralNetConfiguration.Builder.constrainAllParameters(LayerConstraint... constraints)	Set constraints to be applied to all layers.
NeuralNetConfiguration.Builder	NeuralNetConfiguration.Builder.constrainBias(LayerConstraint... constraints)	Set constraints to be applied to all layers.
NeuralNetConfiguration.Builder	NeuralNetConfiguration.Builder.constrainWeights(LayerConstraint... constraints)	Set constraints to be applied to all layers.

Uses of LayerConstraint in org.deeplearning4j.nn.conf.constraint

Classes in org.deeplearning4j.nn.conf.constraint that implement LayerConstraint

Modifier and Type	Class	Description
class	BaseConstraint
class	MaxNormConstraint
class	MinMaxNormConstraint
class	NonNegativeConstraint
class	UnitNormConstraint

Uses of LayerConstraint in org.deeplearning4j.nn.conf.layers

Fields in org.deeplearning4j.nn.conf.layers with type parameters of type LayerConstraint

Modifier and Type	Field	Description
protected List<LayerConstraint>	Layer.Builder.allParamConstraints
protected List<LayerConstraint>	BatchNormalization.Builder.betaConstraints	Set constraints to be applied to the beta parameter of this batch normalisation layer.
protected List<LayerConstraint>	Layer.Builder.biasConstraints
protected List<LayerConstraint>	Layer.constraints
protected List<LayerConstraint>	BatchNormalization.Builder.gammaConstraints	Set constraints to be applied to the gamma parameter of this batch normalisation layer.
protected List<LayerConstraint>	BaseRecurrentLayer.Builder.inputWeightConstraints	Set constraints to be applied to the RNN input weight parameters of this layer.
protected List<LayerConstraint>	SeparableConvolution2D.Builder.pointWiseConstraints	Set constraints to be applied to the point-wise convolution weight parameters of this layer.
protected List<LayerConstraint>	BaseRecurrentLayer.Builder.recurrentConstraints	Set constraints to be applied to the RNN recurrent weight parameters of this layer.
protected List<LayerConstraint>	Layer.Builder.weightConstraints

Methods in org.deeplearning4j.nn.conf.layers with parameters of type LayerConstraint

Modifier and Type	Method	Description
T	Layer.Builder.constrainAllParameters(LayerConstraint... constraints)	Set constraints to be applied to this layer.
BatchNormalization.Builder	BatchNormalization.Builder.constrainBeta(LayerConstraint... constraints)	Set constraints to be applied to the beta parameter of this batch normalisation layer.
T	Layer.Builder.constrainBias(LayerConstraint... constraints)	Set constraints to be applied to bias parameters of this layer.
BatchNormalization.Builder	BatchNormalization.Builder.constrainGamma(LayerConstraint... constraints)	Set constraints to be applied to the gamma parameter of this batch normalisation layer.
T	BaseRecurrentLayer.Builder.constrainInputWeights(LayerConstraint... constraints)	Set constraints to be applied to the RNN input weight parameters of this layer.
SeparableConvolution2D.Builder	SeparableConvolution2D.Builder.constrainPointWise(LayerConstraint... constraints)	Set constraints to be applied to the point-wise convolution weight parameters of this layer.
T	BaseRecurrentLayer.Builder.constrainRecurrent(LayerConstraint... constraints)	Set constraints to be applied to the RNN recurrent weight parameters of this layer.
T	Layer.Builder.constrainWeights(LayerConstraint... constraints)	Set constraints to be applied to the weight parameters of this layer.

Uses of LayerConstraint in org.deeplearning4j.nn.conf.layers.misc

Method parameters in org.deeplearning4j.nn.conf.layers.misc with type arguments of type LayerConstraint

Modifier and Type	Method	Description
void	FrozenLayer.setConstraints(List<LayerConstraint> constraints)
void	FrozenLayerWithBackprop.setConstraints(List<LayerConstraint> constraints)

Uses of LayerConstraint in org.deeplearning4j.nn.transferlearning

Fields in org.deeplearning4j.nn.transferlearning with type parameters of type LayerConstraint

Modifier and Type	Field	Description
protected Optional<List<LayerConstraint>>	FineTuneConfiguration.constraints

Method parameters in org.deeplearning4j.nn.transferlearning with type arguments of type LayerConstraint

Modifier and Type	Method	Description
FineTuneConfiguration.Builder	FineTuneConfiguration.Builder.constraints(List<LayerConstraint> constraints)	Set constraints to be applied to all layers.