MappingFunction Class Reference

Detailed Description

The base mapping function for mirror descend.

Definition at line 41 of file MappingFunction.h.

Inheritance diagram for MappingFunction:

Public Member Functions
virtual SGVector< float64_t >	get_dual_variable (SGVector< float64_t > variable)=0
virtual void	update_variable (SGVector< float64_t > variable, SGVector< float64_t > dual_variable)=0
virtual void	update_context (CMinimizerContext *context)=0
virtual void	load_from_context (CMinimizerContext *context)=0

Member Function Documentation

virtual SGVector<float64_t> get_dual_variable ( SGVector< float64_t >  variable )

pure virtual

Get dual variable

Parameters

variable

primal variable

Returns

dual variable

Implemented in PNormMappingFunction.

virtual void load_from_context ( CMinimizerContext *  context )

pure virtual

Load the given context object to restore mutable variables

This method will be called by SMDMinimizer::load_from_context(CMinimizerContext* context)

Parameters

context

a context object

Implemented in PNormMappingFunction.

virtual void update_context ( CMinimizerContext *  context )

pure virtual

Update a context object to store mutable variables used in learning rate

This method will be called by SMDMinimizer::update_context()

Parameters

context

a context object

Implemented in PNormMappingFunction.

virtual void update_variable ( SGVector< float64_t >  variable, SGVector< float64_t >  dual_variable  )

pure virtual

Update primal variable in place given dual variable

Parameters

variable	primal variable to be updated
dual_variable	dual variable are known

Implemented in PNormMappingFunction.

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The documentation for this class was generated from the following file:

• MappingFunction.h