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ImportanceAnalyzer

haagenti_sparse

Struct ImportanceAnalyzer 

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pub struct ImportanceAnalyzer { /* private fields */ }
Expand description

Analyzer for computing head importance

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impl ImportanceAnalyzer

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pub fn new(method: AnalysisMethod) -> Self

Create a new analyzer

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pub fn with_samples(self, count: usize) -> Self

Set target number of samples

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pub fn record_sample( &mut self, attention_weights: Vec<Vec<f32>>, category: String, step: u32, )

Record an activation sample

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pub fn analyze(&self, model_id: &str) -> Result<HeadAnalysis>

Analyze collected samples and produce head importance

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