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ParameterSensitivity

trustformers_debug::advanced_ml_debugging

Struct ParameterSensitivity 

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pub struct ParameterSensitivity {
    pub parameter_name: String,
    pub current_value: f64,
    pub sensitivity_score: f64,
    pub optimal_range: (f64, f64),
    pub impact_curve: Vec<(f64, f64)>,
    pub stability_region: (f64, f64),
    pub critical_thresholds: Vec<f64>,
}
Expand description

Sensitivity analysis for a specific parameter

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§parameter_name: String

Parameter name

§current_value: f64

Current value

§sensitivity_score: f64

Sensitivity score

§optimal_range: (f64, f64)

Optimal value range

§impact_curve: Vec<(f64, f64)>

Performance impact curve

§stability_region: (f64, f64)

Stability region

§critical_thresholds: Vec<f64>

Critical thresholds

Trait Implementations§

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impl Clone for ParameterSensitivity

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fn clone(&self) -> ParameterSensitivity

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 ParameterSensitivity

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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<'de> Deserialize<'de> for ParameterSensitivity

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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 ParameterSensitivity

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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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🔬This is a nightly-only experimental API. (clone_to_uninit)
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