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AttentionMap

trustformers_debug::neural_network_debugging

Struct AttentionMap 

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pub struct AttentionMap {
    pub layer_index: usize,
    pub head_index: usize,
    pub sequence_length: usize,
    pub attention_weights: Vec<Vec<f32>>,
    pub attention_pattern: AttentionPattern,
    pub attention_entropy: f32,
    pub sparsity_ratio: f32,
}
Expand description

Attention map for a specific layer and head

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§layer_index: usize§head_index: usize§sequence_length: usize§attention_weights: Vec<Vec<f32>>§attention_pattern: AttentionPattern§attention_entropy: f32§sparsity_ratio: f32

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impl Clone for AttentionMap

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fn clone(&self) -> AttentionMap

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 AttentionMap

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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 AttentionMap

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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 AttentionMap

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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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