Struct LocalUpdate 

pub struct LocalUpdate {
    pub participant_id: Uuid,
    pub round_number: usize,
    pub parameter_updates: HashMap<String, Array2<f32>>,
    pub num_samples: usize,
    pub training_stats: LocalTrainingStats,
    pub timestamp: DateTime<Utc>,
    pub data_selection: DataSelectionStrategy,
}

Local model update from a participant

Fields

participant_id: Uuid

Participant ID

round_number: usize

Round number

parameter_updates: HashMap<String, Array2<f32>>

Model parameter updates

num_samples: usize

Number of local samples

training_stats: LocalTrainingStats

Local training statistics

timestamp: DateTime<Utc>

Update timestamp

data_selection: DataSelectionStrategy

Data selection strategy used

Trait Implementations

impl Clone for LocalUpdate

fn clone(&self) -> LocalUpdate

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for LocalUpdate

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for LocalUpdate

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for LocalUpdate

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

where __S: Serializer,

Serialize this value into the given Serde serializer.