Struct AttentionVisualizer

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pub struct AttentionVisualizer<F: Float + Debug + ScalarOperand> { /* private fields */ }

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Attention mechanism visualizer

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impl<F: Float + Debug + 'static + FromPrimitive + ScalarOperand + Send + Sync + Serialize> AttentionVisualizer<F>

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pub fn new(model: Sequential<F>, config: VisualizationConfig) -> Self

Create a new attention visualizer

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pub fn visualize_attention( &mut self, input: &ArrayD<F>, options: &AttentionVisualizationOptions, ) -> Result<Vec<PathBuf>>

Visualize attention patterns

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pub fn get_cached_attention( &self, layer_name: &str, ) -> Option<&AttentionData<F>>

Get cached attention data for a layer

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pub fn clear_cache(&mut self)

Clear the attention cache

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pub fn get_attention_statistics(&self) -> Result<Vec<AttentionStatistics<F>>>

Get attention statistics for all cached layers

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pub fn update_config(&mut self, config: VisualizationConfig)

Update the visualization configuration

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pub fn export_attention_data( &self, layer_name: &str, export_options: &ExportOptions, ) -> Result<PathBuf>

Export attention data in various formats

Auto Trait Implementations§

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impl<F> !UnwindSafe for AttentionVisualizer<F>

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impl<T> Any for T
where T: 'static + ?Sized,

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impl<T> BorrowMut<T> for T
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impl<T> From<T> for T

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fn from(t: T) -> T

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fn into(self) -> U

Calls U::from(self).

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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