Struct ArchitectureHyperparameters 

pub struct ArchitectureHyperparameters {
    pub learning_rate: f64,
    pub batch_size: usize,
    pub weight_decay: f64,
    pub gradient_clipping: f64,
    pub optimizer: OptimizerType,
    pub scheduler: SchedulerType,
}

Architecture hyperparameters

Fields

learning_rate: f64

batch_size: usize

weight_decay: f64

gradient_clipping: f64

optimizer: OptimizerType

scheduler: SchedulerType

Implementations

impl ArchitectureHyperparameters

pub fn random(rng: &mut Random) -> Self

pub fn mutate(&mut self, rng: &mut Random)

pub fn crossover(&self, other: &Self, rng: &mut Random) -> Self

pub fn distance(&self, other: &Self) -> f64

Trait Implementations

impl Clone for ArchitectureHyperparameters

fn clone(&self) -> ArchitectureHyperparameters

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ArchitectureHyperparameters

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ArchitectureHyperparameters

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ArchitectureHyperparameters

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

where __S: Serializer,

Serialize this value into the given Serde serializer.