Struct RobustnessStats 

pub struct RobustnessStats {
    pub total_gradients: usize,
    pub clipped_gradients: usize,
    pub outliers_detected: usize,
    pub avg_gradient_norm: f32,
    pub max_gradient_norm: f32,
    pub gradient_variance: f32,
    pub stability_score: f32,
}

Statistics for robustness monitoring

Fields

total_gradients: usize

Number of gradients processed

clipped_gradients: usize

Number of gradients clipped

outliers_detected: usize

Number of outliers detected

avg_gradient_norm: f32

Average gradient norm

max_gradient_norm: f32

Maximum gradient norm observed

gradient_variance: f32

Gradient variance over time

stability_score: f32

Stability score (0-1, higher is more stable)

Implementations

impl RobustnessStats

pub fn new() -> Self

pub fn clipping_rate(&self) -> f32

pub fn outlier_rate(&self) -> f32

Trait Implementations

impl Clone for RobustnessStats

fn clone(&self) -> RobustnessStats

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for RobustnessStats

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for RobustnessStats

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for RobustnessStats

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

where __S: Serializer,

Serialize this value into the given Serde serializer.