Class representing the choices of possible tuning strategies for the auto-tuner. More...

#include <TuningStrategyOption.h>

Inheritance diagram for autopas::options::TuningStrategyOption:

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Collaboration diagram for autopas::options::TuningStrategyOption:

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Public Types
enum	Value { tuningStrategyLogger , randomSearch , fullSearch , bayesianSearch , bayesianClusterSearch , activeHarmony , predictiveTuning , ruleBasedTuning , fuzzyTuning , slowConfigFilter , mpiDivideAndConquer , sortByName }
	Possible choices for the auto tuner. More...

Public Member Functions
	TuningStrategyOption ()=default
	Constructor.

constexpr	TuningStrategyOption (Value option)
	Constructor from value.

constexpr	operator Value () const
	Cast to value.

Public Member Functions inherited from autopas::options::Option< TuningStrategyOption >
	operator bool ()=delete
	Prevents cast to bool by deleting the conversion operator.

std::string	to_string (bool fixedLength=false) const
	Converts an Option object to its respective string representation.

Static Public Member Functions
static std::set< TuningStrategyOption >	getDiscouragedOptions ()
	Set of options that are very unlikely to be interesting.

static std::map< TuningStrategyOption, std::string >	getOptionNames ()
	Provides a way to iterate over the possible choices of TuningStrategy.

Static Public Member Functions inherited from autopas::options::Option< TuningStrategyOption >
static std::set< TuningStrategyOption >	getAllOptions ()
	Provides a way to iterate over the possible options.

static std::set< TuningStrategyOption >	getMostOptions ()
	Provides a way to iterate over the possible options minus those that are very unlikely to be on interest.

static size_t	maxStringLength ()
	Returns the number of characters in the string representation of the longest option.

static OutputContainer	parseOptions (const std::string &optionsString)
	Converts a string of options to a set of enums.

static TuningStrategyOption	parseOptionExact (const std::string &optionString)
	Converts a string to an enum.

Detailed Description

Class representing the choices of possible tuning strategies for the auto-tuner.

Member Enumeration Documentation

◆ Value

enum autopas::options::TuningStrategyOption::Value

Possible choices for the auto tuner.

Enumerator
tuningStrategyLogger	Logger for Tuning Strategy activity.
randomSearch	Random test configurations and select the best.
fullSearch	Tests all allowed configurations and select the best. Technically this is no tuning strategy anymore, but the option still exists for compatibility reasons.
bayesianSearch	Predict the configuration which will yield the most information if tested next.
bayesianClusterSearch	Predict the configuration which will yield the most information if tested next. Uses a Gaussian Process per allowed discrete tuple.
activeHarmony	ActiveHarmony client / server system.
predictiveTuning	Predicts performance of all configurations based on previous tuning phases, tests those which are in the optimum range, and selects the best.
ruleBasedTuning	Applies predefined rules to dynamically exclude configurations from tuning that are expected to perform worse than others in the next tuning phase.
fuzzyTuning	Uses a fuzzy logic system to predict the best configuration based on a set of fuzzy-rules.
slowConfigFilter	Dynamic blacklist that throws out configurations that perform poorly.
mpiDivideAndConquer	Spread the current configuration queue over all similar mpi ranks, thus parallelizing the search for the optimum.
sortByName	Sort the queue by Name (=Configuration::operator<()) to minimize container conversion overhead.

Constructor & Destructor Documentation

◆ TuningStrategyOption()

constexpr autopas::options::TuningStrategyOption::TuningStrategyOption ( Value option )

inlineconstexpr

Constructor from value.

Parameters

option

Member Function Documentation

◆ getDiscouragedOptions()

static std::set< TuningStrategyOption > autopas::options::TuningStrategyOption::getDiscouragedOptions ( )

inlinestatic

Set of options that are very unlikely to be interesting.

Returns

◆ getOptionNames()

static std::map< TuningStrategyOption, std::string > autopas::options::TuningStrategyOption::getOptionNames ( )

inlinestatic

Provides a way to iterate over the possible choices of TuningStrategy.

Returns: map option -> string representation

◆ operator Value()

constexpr autopas::options::TuningStrategyOption::operator Value ( ) const

inlineconstexpr

Cast to value.

Returns

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

autopas/options/TuningStrategyOption.h

Public Types

Public Member Functions

Static Public Member Functions