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FederatedConfig

oxirs_embed::federated_learning::config

Struct FederatedConfig 

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pub struct FederatedConfig {
    pub base_config: ModelConfig,
    pub num_participants: usize,
    pub communication_rounds: usize,
    pub local_epochs: usize,
    pub min_participants: usize,
    pub privacy_config: PrivacyConfig,
    pub aggregation_strategy: AggregationStrategy,
    pub communication_config: CommunicationConfig,
    pub security_config: SecurityConfig,
    pub personalization_config: PersonalizationConfig,
}
Expand description

Configuration for federated learning

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§base_config: ModelConfig

Base model configuration

§num_participants: usize

Number of federated participants

§communication_rounds: usize

Communication rounds

§local_epochs: usize

Local training epochs per round

§min_participants: usize

Minimum participants required for aggregation

§privacy_config: PrivacyConfig

Differential privacy configuration

§aggregation_strategy: AggregationStrategy

Aggregation strategy

§communication_config: CommunicationConfig

Communication optimization

§security_config: SecurityConfig

Secure computation settings

§personalization_config: PersonalizationConfig

Personalization settings

Trait Implementations§

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impl Clone for FederatedConfig

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fn clone(&self) -> FederatedConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for FederatedConfig

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

Formats the value using the given formatter. Read more
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impl Default for FederatedConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for FederatedConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for FederatedConfig

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

Serialize this value into the given Serde serializer. Read more

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