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AnomalySummary

trustformers_debug::gradient_debugger::anomaly_detection

Struct AnomalySummary 

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pub struct AnomalySummary {
    pub layer_name: Option<String>,
    pub total_anomalies: usize,
    pub anomaly_type_counts: HashMap<AnomalyType, usize>,
    pub average_severity: f64,
    pub recent_trend: AnomalyTrend,
    pub recommendations: Vec<String>,
    pub anomalies: Vec<Anomaly>,
}
Expand description

Summary of anomaly detection results

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§layer_name: Option<String>§total_anomalies: usize§anomaly_type_counts: HashMap<AnomalyType, usize>§average_severity: f64§recent_trend: AnomalyTrend§recommendations: Vec<String>§anomalies: Vec<Anomaly>

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impl Clone for AnomalySummary

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fn clone(&self) -> AnomalySummary

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 AnomalySummary

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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 AnomalySummary

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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 AnomalySummary

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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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