Struct FederatedLearningConfig 

pub struct FederatedLearningConfig {
    pub algorithm: FederatedAlgorithm,
    pub local_rounds: usize,
    pub client_selection: ClientSelectionStrategy,
    pub min_clients_per_round: usize,
    pub max_clients_per_round: usize,
    pub aggregation: AggregationStrategy,
    pub privacy_mechanism: PrivacyMechanism,
    pub communication_rounds: usize,
}

Federated learning configuration

Fields

algorithm: FederatedAlgorithm

Federated learning algorithm

local_rounds: usize

Number of local training rounds

client_selection: ClientSelectionStrategy

Client selection strategy

min_clients_per_round: usize

Minimum clients per round

max_clients_per_round: usize

Maximum clients per round

aggregation: AggregationStrategy

Aggregation strategy

privacy_mechanism: PrivacyMechanism

Privacy mechanism

communication_rounds: usize

Communication rounds

Trait Implementations

impl Clone for FederatedLearningConfig

fn clone(&self) -> FederatedLearningConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for FederatedLearningConfig

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

Formats the value using the given formatter.

impl Default for FederatedLearningConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for FederatedLearningConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for FederatedLearningConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.