Struct TrainingMetrics 

pub struct TrainingMetrics {
    pub training_time_ms: u64,
    pub iterations: usize,
    pub final_convergence_metric: f64,
    pub peak_memory_bytes: usize,
    pub avg_cpu_utilization: f64,
}

Training performance metrics

Fields

training_time_ms: u64

Total training time in milliseconds

iterations: usize

Number of iterations/epochs

final_convergence_metric: f64

Final convergence metric (e.g., inertia, log-likelihood)

peak_memory_bytes: usize

Peak memory usage in bytes

avg_cpu_utilization: f64

CPU utilization during training (0.0 to 100.0)

Trait Implementations

impl Clone for TrainingMetrics

fn clone(&self) -> TrainingMetrics

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for TrainingMetrics

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

Formats the value using the given formatter.

impl Default for TrainingMetrics

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for TrainingMetrics

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for TrainingMetrics

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

where __S: Serializer,

Serialize this value into the given Serde serializer.