BehaviorAnalysisConfig

trustformers_debug::behavior_analysis

Struct BehaviorAnalysisConfig 

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pub struct BehaviorAnalysisConfig {
    pub enable_input_sensitivity: bool,
    pub enable_feature_importance: bool,
    pub enable_activation_patterns: bool,
    pub enable_dead_neuron_detection: bool,
    pub enable_correlation_analysis: bool,
    pub dead_neuron_threshold: f32,
    pub sensitivity_samples: usize,
    pub perturbation_magnitude: f32,
    pub correlation_threshold: f32,
}
Expand description

Configuration for behavior analysis

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§enable_input_sensitivity: bool

Enable input sensitivity analysis

§enable_feature_importance: bool

Enable feature importance calculations

§enable_activation_patterns: bool

Enable neuron activation pattern analysis

§enable_dead_neuron_detection: bool

Enable dead neuron detection

§enable_correlation_analysis: bool

Enable correlation analysis

§dead_neuron_threshold: f32

Threshold for dead neuron detection (activation below this value)

§sensitivity_samples: usize

Number of samples for sensitivity analysis

§perturbation_magnitude: f32

Perturbation magnitude for sensitivity analysis

§correlation_threshold: f32

Correlation threshold for significance

Trait Implementations§

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impl Clone for BehaviorAnalysisConfig

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fn clone(&self) -> BehaviorAnalysisConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for BehaviorAnalysisConfig

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

Formats the value using the given formatter. Read more
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impl Default for BehaviorAnalysisConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for BehaviorAnalysisConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for BehaviorAnalysisConfig

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

Serialize this value into the given Serde serializer. Read more

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