mageec::file_ml Class Reference

File based "Machine Learner". More...

#include <mageec-ml.h>

Inheritance diagram for mageec::file_ml:

Public Member Functions
virtual int	init (std::string dbfilename)
	Initilizes the MAGEEC Machine Learner. More...
virtual int	init (std::string compiler_version, std::string compiler_target)
	Initilizes the MAGEEC Machine Learner. More...
virtual decision	make_decision (mageec_pass *pass, std::vector< mageec_feature * > features)
	Make a single function/pass decision based on provided feature vector. More...
Public Member Functions inherited from mageec::mageec_ml
virtual	~mageec_ml ()
void	new_file (void)
	Prepares Machine Learner for a new file. More...
void	end_file (void)
	Declares to Machine Learner processing has finished. More...
void	finish (void)
	Hook for Machine Learner to e.g. More...
void	provide_features (std::vector< mageec_feature * > features)
	Provide a set of program features to the machine learner to base decisions on. More...
std::vector< mageec_pass >	get_passes ()
	Returns a set of passes the machine learner has chosen the compiler to execute. More...
std::vector< mageec_pass * >	all_passes ()
	Returns complete list of passes known to machine learner for disabling upon initialisation. More...
void	process_results ()
	Informs the machine learner that it can process all new data to update internal decisions. More...
void	add_result (std::vector< mageec_feature * > features, std::vector< mageec_pass * > passes, int64_t metric, bool good)
	Adds a result to the machine learner database. More...
void	add_result (result res)
	Adds a result to the machine learner database. More...
void	raw_result (std::vector< mageec_feature * > features, std::vector< mageec_pass * > passes, std::vector< int64_t > metrics, bool good)
	Adds a set of result points to machine learner raw database. More...

Detailed Description

File based "Machine Learner".

This is a static decision maker that loads a file containing passes to execute. This is intended to be used for generating training data.

Definition at line 150 of file mageec-ml.h.

Member Function Documentation

virtual int mageec::file_ml::init ( std::string  dbfilename)

virtual

Initilizes the MAGEEC Machine Learner.

Parameters

dbfilename

Path of database file to open.

Returns

0 if MAGEEC successfully set up, 1 otherwise.

Reimplemented from mageec::mageec_ml.

virtual int mageec::file_ml::init ( std::string  compiler_version, std::string  compiler_target  )

virtual

Initilizes the MAGEEC Machine Learner.

Parameters

compiler_version	Compiler and version, e.g. GCC-4.8.
compiler_target	Compiler target, e.g. arm-none-gnueabi.

Returns

0 if MAGEEC successfully set up, 1 otherwise.

Reimplemented from mageec::mageec_ml.

decision file_ml::make_decision ( mageec_pass *  pass, std::vector< mageec_feature * >  features  )

virtual

Make a single function/pass decision based on provided feature vector.

Parameters

pass	Pass to make a decision about.
features	Feature vector of function to run pass on.

Returns

decision

Reimplemented from mageec::mageec_ml.

Definition at line 280 of file ml.cpp.

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

• include/mageec/mageec-ml.h
• ml/ml.cpp