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PerturbationTestResult

trustformers_debug::simulation_tools::perturbation_testing

Struct PerturbationTestResult 

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pub struct PerturbationTestResult {
    pub timestamp: DateTime<Utc>,
    pub base_input: HashMap<String, f64>,
    pub results_by_intensity: HashMap<String, PerturbationIntensityResult>,
    pub robustness_assessment: RobustnessAssessment,
    pub sensitivity_hotspots: Vec<SensitivityHotspot>,
    pub failure_modes: FailureModesAnalysis,
}
Expand description

Perturbation testing result

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§timestamp: DateTime<Utc>

Analysis timestamp

§base_input: HashMap<String, f64>

Base input

§results_by_intensity: HashMap<String, PerturbationIntensityResult>

Perturbation test results by intensity

§robustness_assessment: RobustnessAssessment

Overall robustness assessment

§sensitivity_hotspots: Vec<SensitivityHotspot>

Sensitivity hotspots

§failure_modes: FailureModesAnalysis

Failure modes analysis

Trait Implementations§

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impl Clone for PerturbationTestResult

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fn clone(&self) -> PerturbationTestResult

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 PerturbationTestResult

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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 PerturbationTestResult

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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 PerturbationTestResult

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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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unsafe fn clone_to_uninit(&self, dest: *mut u8)

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