Struct kurobako_solvers::optuna::OptunaSolverRecipe

pub struct OptunaSolverRecipe {
    pub loglevel: String,
    pub sampler: String,
    pub tpe_startup_trials: usize,
    pub tpe_ei_candidates: usize,
    pub tpe_prior_weight: f64,
    pub skopt_base_estimator: String,
    pub pruner: String,
    pub median_startup_trials: usize,
    pub median_warmup_steps: usize,
    pub asha_min_resource: usize,
    pub asha_reduction_factor: usize,
    pub maximize: bool,
}

Recipe of OptunaSolver.

Fields

loglevel: String

sampler: String

tpe_startup_trials: usize

tpe_ei_candidates: usize

tpe_prior_weight: f64

skopt_base_estimator: String

pruner: String

median_startup_trials: usize

median_warmup_steps: usize

asha_min_resource: usize

asha_reduction_factor: usize

maximize: bool

Trait Implementations

impl Clone for OptunaSolverRecipe

fn clone(&self) -> OptunaSolverRecipe

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for OptunaSolverRecipe

fn fmt(&self, f: &mut Formatter) -> Result

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for OptunaSolverRecipe

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer.

impl Serialize for OptunaSolverRecipe

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
    __S: Serializer, 

Serialize this value into the given Serde serializer.

impl StructOpt for OptunaSolverRecipe

fn clap<'a, 'b>() -> App<'a, 'b>

Returns the corresponding clap::App.

fn from_clap(matches: &ArgMatches) -> Self

Creates the struct from clap::ArgMatches. It cannot fail with a parameter generated by clap by construction.

fn from_args() -> Self

Gets the struct from the command line arguments. Print the error message and quit the program in case of failure.

fn from_iter<I>(iter: I) -> Self where
    I: IntoIterator,
    <I as IntoIterator>::Item: Into<OsString>,
    <I as IntoIterator>::Item: Clone, 

Gets the struct from any iterator such as a Vec of your making. Print the error message and quit the program in case of failure.

fn from_iter_safe<I>(iter: I) -> Result<Self, Error> where
    I: IntoIterator,
    <I as IntoIterator>::Item: Into<OsString>,
    <I as IntoIterator>::Item: Clone, 

Gets the struct from any iterator such as a Vec of your making.

impl SolverRecipe for OptunaSolverRecipe

type Factory = OptunaSolverFactory

The type of he factory creating solver instances from this recipe.

fn create_factory(&self, registry: &FactoryRegistry) -> Result<Self::Factory>

Creates a solver factory.