Struct HyperparameterSensitivityConfig 

pub struct HyperparameterSensitivityConfig {
    pub enabled: bool,
    pub perturbation_magnitude: f32,
    pub analysis_window: usize,
    pub min_samples: usize,
    pub analyze_learning_rate: bool,
    pub analyze_momentum: bool,
    pub analyze_weight_decay: bool,
    pub analyze_epsilon: bool,
    pub analysis_frequency: usize,
}

Configuration for hyperparameter sensitivity analysis.

Fields

enabled: bool

Whether to enable sensitivity analysis

perturbation_magnitude: f32

Perturbation magnitude for finite difference approximation

analysis_window: usize

Number of steps to analyze sensitivity over

min_samples: usize

Minimum number of samples before computing sensitivity

analyze_learning_rate: bool

Which hyperparameters to analyze

analyze_momentum: bool

Whether to analyze momentum parameters

analyze_weight_decay: bool

Whether to analyze weight decay

analyze_epsilon: bool

Whether to analyze epsilon (for Adam-like optimizers)

analysis_frequency: usize

Frequency of sensitivity analysis (every N steps)

Trait Implementations

impl Clone for HyperparameterSensitivityConfig

fn clone(&self) -> HyperparameterSensitivityConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for HyperparameterSensitivityConfig

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

Formats the value using the given formatter.

impl Default for HyperparameterSensitivityConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for HyperparameterSensitivityConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for HyperparameterSensitivityConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.