Struct WorkerUpdate 

pub struct WorkerUpdate {
    pub worker_id: u32,
    pub gradients: Vec<f64>,
    pub loss: f64,
    pub samples_processed: u32,
}

Per-worker gradient update produced after a local forward-backward pass.

Fields

worker_id: u32

Identifier of the worker that computed this update.

gradients: Vec<f64>

Flattened gradient vector from this worker.

loss: f64

Training loss on the local mini-batch.

samples_processed: u32

Number of samples processed in this update.

Trait Implementations

impl Clone for WorkerUpdate

fn clone(&self) -> WorkerUpdate

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for WorkerUpdate

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for WorkerUpdate

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for WorkerUpdate

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

where __S: Serializer,

Serialize this value into the given Serde serializer.