Enum NASStrategy 

pub enum NASStrategy {
    Evolutionary {
        population_size: usize,
        generations: usize,
        mutation_rate: Float,
        crossover_rate: Float,
    },
    ReinforcementLearning {
        episodes: usize,
        learning_rate: Float,
        exploration_rate: Float,
    },
    GDAS {
        search_epochs: usize,
        learning_rate: Float,
        weight_decay: Float,
    },
    RandomSearch {
        n_trials: usize,
        max_depth: usize,
    },
    Progressive {
        stages: usize,
        complexity_growth: Float,
    },
    BayesianOptimization {
        n_trials: usize,
        acquisition_function: String,
    },
}

Neural Architecture Search strategies

Variants

Evolutionary

Evolutionary algorithm-based search

Fields

population_size: usize

generations: usize

mutation_rate: Float

crossover_rate: Float

ReinforcementLearning

Reinforcement learning-based search

Fields

episodes: usize

learning_rate: Float

exploration_rate: Float

GDAS

Gradient-based differentiable architecture search

Fields

search_epochs: usize

learning_rate: Float

weight_decay: Float

RandomSearch

Random search baseline

Fields

n_trials: usize

max_depth: usize

Progressive

Progressive search with increasing complexity

Fields

stages: usize

complexity_growth: Float

BayesianOptimization

Bayesian optimization for architecture search

Fields

n_trials: usize

acquisition_function: String

Trait Implementations

impl Clone for NASStrategy

fn clone(&self) -> NASStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NASStrategy

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

Formats the value using the given formatter.