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AttentionHeadAnalysis

trustformers_debug::neural_network_debugging

Struct AttentionHeadAnalysis 

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pub struct AttentionHeadAnalysis {
    pub head_id: usize,
    pub layer_id: usize,
    pub specialization_type: HeadSpecializationType,
    pub attention_distribution: AttentionDistribution,
    pub redundancy_score: f32,
    pub importance_score: f32,
    pub patterns_detected: Vec<AttentionPattern>,
}
Expand description

Analysis of individual attention head behavior

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§head_id: usize§layer_id: usize§specialization_type: HeadSpecializationType§attention_distribution: AttentionDistribution§redundancy_score: f32§importance_score: f32§patterns_detected: Vec<AttentionPattern>

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impl Clone for AttentionHeadAnalysis

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fn clone(&self) -> AttentionHeadAnalysis

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 AttentionHeadAnalysis

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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 AttentionHeadAnalysis

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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 AttentionHeadAnalysis

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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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