mic::application::TrainThenTestApplication Class Reference

Parent class for all applications consisting of two phases: a training phase (first), and testing phase (second). Each phase will end when then an adequate method (performLearning/TrainingStep) will return false. By default all computations are made within a single thread. More...

#include <TrainThenTestApplication.hpp>

Inheritance diagram for mic::application::TrainThenTestApplication:

Collaboration diagram for mic::application::TrainThenTestApplication:

Public Member Functions
	TrainThenTestApplication (std::string node_name_)
virtual	~TrainThenTestApplication ()
void	run ()
Public Member Functions inherited from mic::application::Application
	Application (std::string node_name_)
virtual	~Application ()
virtual void	initialize (int argc, char *argv[])=0
virtual void	displayStatus ()
Public Member Functions inherited from mic::configuration::PropertyTree
	PropertyTree (std::string node_name_)
virtual	~PropertyTree ()
void	registerProperty (PropertyInterface &prop)
std::string	getNodeName () const
void	loadPropertiesFromConfigNode (boost::property_tree::ptree const &pt_)
void	printProperties ()
void	printPropertiesWithValues ()
PropertyInterface *	getProperty (const std::string &name)
virtual void	initializePropertyDependentVariables ()=0

Protected Member Functions
virtual bool	performSingleStep ()
virtual bool	performLearningStep ()=0
virtual bool	performTestingStep ()=0

Additional Inherited Members
Protected Attributes inherited from mic::application::Application
unsigned long	iteration
	Iteration counter. More...
mic::configuration::Property < long >	number_of_iterations

Detailed Description

Parent class for all applications consisting of two phases: a training phase (first), and testing phase (second). Each phase will end when then an adequate method (performLearning/TrainingStep) will return false. By default all computations are made within a single thread.

Author

tkornuta

Date

Feb 17, 2016

Definition at line 39 of file TrainThenTestApplication.hpp.

Constructor & Destructor Documentation

mic::application::TrainThenTestApplication::TrainThenTestApplication

(

std::string

node_name_

)

Default constructor. Sets the application/node name and registers properties.

Parameters

node_name_

Name of the application/node (in configuration file).

Definition at line 29 of file TrainThenTestApplication.cpp.

References APP_STATE.

virtual mic::application::TrainThenTestApplication::~TrainThenTestApplication ( )

inlinevirtual

Default destructor - empty.

Definition at line 50 of file TrainThenTestApplication.hpp.

Member Function Documentation

virtual bool mic::application::TrainThenTestApplication::performLearningStep ( )

protectedpure virtual

Perform learning step - abstract, to be overridden.

Returns

Returns false when test learning is completed.

Referenced by performSingleStep().

bool mic::application::TrainThenTestApplication::performSingleStep ( void  )

protectedvirtual

Performs single step of computations. Depending on the state, calls learning or testing step - switches from learning to testing then learning return false.

Implements mic::application::Application.

Definition at line 66 of file TrainThenTestApplication.cpp.

References APP_STATE, performLearningStep(), and performTestingStep().

Referenced by run().

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virtual bool mic::application::TrainThenTestApplication::performTestingStep ( )

protectedpure virtual

Perform testing step - abstract, to be overridden.

Returns

Returns false when test learning is completed.

Referenced by performSingleStep().

void mic::application::TrainThenTestApplication::run ( )

virtual

Main application method - runs consecutive steps, first learning (in several steps, until performLearningStep() will return false) then testing (until performTestingStep() will return false, then finish).

Reimplemented from mic::application::Application.

Definition at line 36 of file TrainThenTestApplication.cpp.

References APP_DATA_SYNCHRONIZATION_SCOPED_LOCK, APP_SLEEP, APP_STATE, mic::application::Application::iteration, and performSingleStep().

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

• src/application/TrainThenTestApplication.hpp
• src/application/TrainThenTestApplication.cpp