Enum MetaOptimizationStrategy 

pub enum MetaOptimizationStrategy {
    FirstOrder,
    SecondOrder,
    MAML,
    Reptile,
    Custom {
        inner_steps: usize,
        outer_learning_rate: f64,
    },
}

Meta-optimization strategies

Variants

FirstOrder

First-order approximation (FOMAML)

SecondOrder

Full second-order gradients (MAML)

MAML

MAML algorithm (alias for SecondOrder)

Reptile

Reptile algorithm

Custom

Custom gradient-based meta-learning

Fields

inner_steps: usize

outer_learning_rate: f64

Trait Implementations

impl Clone for MetaOptimizationStrategy

fn clone(&self) -> MetaOptimizationStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MetaOptimizationStrategy

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

Formats the value using the given formatter.

impl Default for MetaOptimizationStrategy

fn default() -> MetaOptimizationStrategy

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MetaOptimizationStrategy

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for MetaOptimizationStrategy

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

where __S: Serializer,

Serialize this value into the given Serde serializer.