Struct TrainingMetrics 

pub struct TrainingMetrics {
    pub name: String,
    pub total_examples: usize,
    pub training_sessions: u64,
    pub patterns_learned: usize,
    pub quality_samples: Vec<f32>,
    pub validation_quality: Option<f32>,
    pub performance: PerformanceMetrics,
}

Training metrics collection

Fields

name: String

Pipeline/agent name

total_examples: usize

Total examples processed

training_sessions: u64

Total training sessions

patterns_learned: usize

Patterns learned

quality_samples: Vec<f32>

Quality samples for averaging

validation_quality: Option<f32>

Validation quality (if validation was run)

performance: PerformanceMetrics

Performance metrics

Implementations

impl TrainingMetrics

pub fn new(name: &str) -> Self

Create new metrics

pub fn add_quality_sample(&mut self, quality: f32)

Add quality sample

pub fn avg_quality(&self) -> f32

Get average quality

pub fn quality_percentile(&self, percentile: f32) -> f32

Get quality percentile

pub fn quality_stats(&self) -> QualityMetrics

Get quality statistics

pub fn reset(&mut self)

Reset metrics

pub fn merge(&mut self, other: &TrainingMetrics)

Merge with another metrics instance

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() -> TrainingMetrics

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.