Struct SmacConfig 

pub struct SmacConfig {
    pub n_initial: usize,
    pub n_iterations: usize,
    pub n_candidates: usize,
    pub n_local_search: usize,
    pub xi: f64,
    pub n_estimators: usize,
    pub rf_max_depth: usize,
    pub seed: Option<u64>,
    pub verbose: usize,
}

Configuration for the SMAC optimizer.

Fields

n_initial: usize

Number of random initial evaluations.

n_iterations: usize

Total number of function evaluations (including initial).

n_candidates: usize

Number of random candidates evaluated per BO step.

n_local_search: usize

Number of intensification restarts per BO step.

xi: f64

Exploration bonus xi for EI.

n_estimators: usize

Random Forest number of estimators.

rf_max_depth: usize

Random Forest max depth.

seed: Option<u64>

Random seed.

verbose: usize

Verbosity.

Trait Implementations

impl Clone for SmacConfig

fn clone(&self) -> SmacConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SmacConfig

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

Formats the value using the given formatter.

impl Default for SmacConfig

fn default() -> Self

Returns the “default value” for a type.