Struct VarianceReductionConfig 

pub struct VarianceReductionConfig {
    pub learning_rate: f32,
    pub method: VarianceReductionMethod,
    pub history_size: usize,
    pub full_grad_frequency: usize,
    pub weight_decay: f32,
}

Configuration for Variance Reduction methods.

Fields

learning_rate: f32

Learning rate

method: VarianceReductionMethod

Method type

history_size: usize

Gradient history size for SVRG

full_grad_frequency: usize

Update frequency for full gradient computation

weight_decay: f32

Weight decay

Trait Implementations

impl Clone for VarianceReductionConfig

fn clone(&self) -> VarianceReductionConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for VarianceReductionConfig

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

Formats the value using the given formatter.

impl Default for VarianceReductionConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for VarianceReductionConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for VarianceReductionConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.