Struct MAMLComponents 

pub struct MAMLComponents {
    pub inner_loop_params: HashMap<String, Array2<f32>>,
    pub outer_loop_params: HashMap<String, Array2<f32>>,
    pub meta_gradients: HashMap<String, Array2<f32>>,
    pub task_adaptations: HashMap<String, HashMap<String, Array2<f32>>>,
}

MAML components for meta-learning

Fields

inner_loop_params: HashMap<String, Array2<f32>>

Inner loop parameters

outer_loop_params: HashMap<String, Array2<f32>>

Outer loop parameters

meta_gradients: HashMap<String, Array2<f32>>

Meta-gradients

task_adaptations: HashMap<String, HashMap<String, Array2<f32>>>

Task-specific adaptations

Trait Implementations

impl Clone for MAMLComponents

fn clone(&self) -> MAMLComponents

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MAMLComponents

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

Formats the value using the given formatter.

impl Default for MAMLComponents

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for MAMLComponents

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for MAMLComponents

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

where __S: Serializer,

Serialize this value into the given Serde serializer.