Struct NodeMetrics 

pub struct NodeMetrics {
    pub node_id: String,
    pub rank: u32,
    pub world_size: u32,
    pub system_metrics: SystemMetrics,
    pub training_metrics: TrainingMetrics,
    pub communication_metrics: CommunicationMetrics,
    pub health_status: NodeHealthStatus,
    pub custom_metrics: HashMap<String, f64>,
}

Comprehensive node metrics

Fields

node_id: String

Node identifier

rank: u32

Rank of this node in the distributed training

world_size: u32

World size (total number of nodes)

system_metrics: SystemMetrics

System resource metrics

training_metrics: TrainingMetrics

Training performance metrics

communication_metrics: CommunicationMetrics

Communication pattern metrics

health_status: NodeHealthStatus

Overall health status

custom_metrics: HashMap<String, f64>

Custom metrics from user applications

Trait Implementations

impl Clone for NodeMetrics

fn clone(&self) -> NodeMetrics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for NodeMetrics

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for NodeMetrics

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for NodeMetrics

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

where __S: Serializer,

Serialize this value into the given Serde serializer.