Enum AggregationMethod 

pub enum AggregationMethod {
    Sum,
    Mean,
    WeightedMean {
        weights: Vec<f32>,
    },
    FedAvg,
}

Aggregation strategy for combining gradients from multiple peers

Variants

Sum

Sum all peer gradients

Mean

Unweighted arithmetic mean

WeightedMean

Weighted mean (weights must sum to > 0)

Fields

weights: Vec<f32>

FedAvg

Federated Averaging (identical to Mean for gradient tensors)

Trait Implementations

impl Clone for AggregationMethod

fn clone(&self) -> AggregationMethod

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AggregationMethod

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

Formats the value using the given formatter.

impl PartialEq for AggregationMethod

fn eq(&self, other: &AggregationMethod) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for AggregationMethod