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TensorComparisonResult

trustformers_debug::utilities::tensor_analysis

Struct TensorComparisonResult 

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pub struct TensorComparisonResult {
    pub baseline_stats: TensorStatistics,
    pub current_stats: TensorStatistics,
    pub mean_drift: f32,
    pub std_drift: f32,
    pub distribution_shift: f32,
    pub drift_severity: TensorDriftSeverity,
    pub recommendations: Vec<String>,
}
Expand description

Result of tensor comparison for drift detection

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§baseline_stats: TensorStatistics§current_stats: TensorStatistics§mean_drift: f32§std_drift: f32§distribution_shift: f32§drift_severity: TensorDriftSeverity§recommendations: Vec<String>

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impl Debug for TensorComparisonResult

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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 TensorComparisonResult

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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 TensorComparisonResult

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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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