org.deeplearning4j.nn.api.layers

Interface LayerConstraint

All Superinterfaces:

Cloneable, Serializable

All Known Implementing Classes:

BaseConstraint, MaxNormConstraint, MinMaxNormConstraint, NonNegativeConstraint, UnitNormConstraint

public interface LayerConstraint
extends Cloneable, Serializable

Method Summary

Modifier and Type	Method and Description
void	applyConstraint(Layer layer, int iteration, int epoch) Apply a given constraint to a layer at each iteration in the provided epoch, after parameters have been updated.
LayerConstraint	clone()
Set<String>	getParams()
void	setParams(Set<String> params) Set the parameters that this layer constraint should be applied to

Method Detail

applyConstraint

void applyConstraint(Layer layer,
                     int iteration,
                     int epoch)

Apply a given constraint to a layer at each iteration in the provided epoch, after parameters have been updated.

Parameters:

layer - org.deeplearning4j.nn.api.Layer

iteration - given iteration as integer

epoch - current epoch as integer

setParams

void setParams(Set<String> params)

Set the parameters that this layer constraint should be applied to

Parameters:

params - Parameters that the layer constraint should be applied to

getParams

Set<String> getParams()

Returns:

Set of parameters that this layer constraint will be applied to

clone

LayerConstraint clone()