LocalModelState

oxirs_embed::federated_learning::participant

Struct LocalModelState 

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pub struct LocalModelState {
    pub participant_id: Uuid,
    pub parameters: HashMap<String, Array2<f32>>,
    pub personalized_parameters: HashMap<String, Array2<f32>>,
    pub synchronized_round: usize,
    pub local_adaptation_steps: usize,
    pub last_sync_time: DateTime<Utc>,
}
Expand description

Local model state for a participant

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§participant_id: Uuid

Participant ID

§parameters: HashMap<String, Array2<f32>>

Local model parameters

§personalized_parameters: HashMap<String, Array2<f32>>

Personalized layers

§synchronized_round: usize

Global round synchronized to

§local_adaptation_steps: usize

Local adaptation steps performed

§last_sync_time: DateTime<Utc>

Last synchronization time

Trait Implementations§

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impl Clone for LocalModelState

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fn clone(&self) -> LocalModelState

Returns a duplicate of the value. Read more
1.0.0 · Source§

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

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

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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<'de> Deserialize<'de> for LocalModelState

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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 LocalModelState

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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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