Struct ModelUpdate 

pub struct ModelUpdate {
    pub averaged_gradients: Vec<f64>,
    pub mean_loss: f64,
    pub total_samples: u32,
}

Merged model update produced after aggregating all worker updates.

Fields

averaged_gradients: Vec<f64>

Averaged gradient vector across all workers (weighted by sample count).

mean_loss: f64

Weighted-mean loss across all workers.

total_samples: u32

Total number of samples processed.

Trait Implementations

impl Clone for ModelUpdate

fn clone(&self) -> ModelUpdate

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ModelUpdate

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for ModelUpdate

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for ModelUpdate

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

where __S: Serializer,

Serialize this value into the given Serde serializer.