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ModelSensitivityAnalysisResult

trustformers_debug::advanced_ml_debugging

Struct ModelSensitivityAnalysisResult 

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pub struct ModelSensitivityAnalysisResult {
    pub timestamp: DateTime<Utc>,
    pub hyperparameter_sensitivity: HyperparameterSensitivity,
    pub architecture_sensitivity: ArchitectureSensitivity,
    pub data_sensitivity: DataSensitivity,
    pub training_sensitivity: TrainingSensitivity,
    pub sensitivity_insights: SensitivityInsights,
}
Expand description

Model sensitivity analysis result

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§timestamp: DateTime<Utc>

Analysis timestamp

§hyperparameter_sensitivity: HyperparameterSensitivity

Hyperparameter sensitivity analysis

§architecture_sensitivity: ArchitectureSensitivity

Architecture sensitivity analysis

§data_sensitivity: DataSensitivity

Data sensitivity analysis

§training_sensitivity: TrainingSensitivity

Training procedure sensitivity

§sensitivity_insights: SensitivityInsights

Overall sensitivity insights

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impl Clone for ModelSensitivityAnalysisResult

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fn clone(&self) -> ModelSensitivityAnalysisResult

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 ModelSensitivityAnalysisResult

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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 ModelSensitivityAnalysisResult

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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 ModelSensitivityAnalysisResult

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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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