pub struct AttentionStatistics {
pub avg_entropy: f64,
pub concentration_distribution: HashMap<String, f64>,
pub sparsity_distribution: SparsityDistribution,
pub insights: Vec<AttentionInsight>,
}Expand description
Attention statistics
Fields§
§avg_entropy: f64Average attention entropy across all heads
concentration_distribution: HashMap<String, f64>Attention concentration distribution
sparsity_distribution: SparsityDistributionSparsity distribution
insights: Vec<AttentionInsight>Key insights from attention analysis
Trait Implementations§
Source§impl Clone for AttentionStatistics
impl Clone for AttentionStatistics
Source§fn clone(&self) -> AttentionStatistics
fn clone(&self) -> AttentionStatistics
Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§fn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
Performs copy-assignment from
source. Read moreSource§impl Debug for AttentionStatistics
impl Debug for AttentionStatistics
Source§impl<'de> Deserialize<'de> for AttentionStatistics
impl<'de> Deserialize<'de> for AttentionStatistics
Source§fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>where
__D: Deserializer<'de>,
Deserialize this value from the given Serde deserializer. Read more
Auto Trait Implementations§
impl Freeze for AttentionStatistics
impl RefUnwindSafe for AttentionStatistics
impl Send for AttentionStatistics
impl Sync for AttentionStatistics
impl Unpin for AttentionStatistics
impl UnsafeUnpin for AttentionStatistics
impl UnwindSafe for AttentionStatistics
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Source§impl<T> BorrowMut<T> for Twhere
T: ?Sized,
impl<T> BorrowMut<T> for Twhere
T: ?Sized,
Source§fn borrow_mut(&mut self) -> &mut T
fn borrow_mut(&mut self) -> &mut T
Mutably borrows from an owned value. Read more
impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
Source§impl<T> CloneToUninit for Twhere
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impl<T> CloneToUninit for Twhere
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Source§impl<T> ConfigSerializable for Twhere
T: Serialize + for<'de> Deserialize<'de>,
impl<T> ConfigSerializable for Twhere
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Source§fn save_to_file(&self, path: &Path) -> Result<(), TrustformersError>
fn save_to_file(&self, path: &Path) -> Result<(), TrustformersError>
Save to file
Source§fn load_from_file(path: &Path) -> Result<Self, TrustformersError>where
Self: Sized,
fn load_from_file(path: &Path) -> Result<Self, TrustformersError>where
Self: Sized,
Load from file
impl<T> DeserializeOwned for Twhere
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Source§fn instrument(self, span: Span) -> Instrumented<Self>
fn instrument(self, span: Span) -> Instrumented<Self>
Source§fn in_current_span(self) -> Instrumented<Self>
fn in_current_span(self) -> Instrumented<Self>
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impl<T> IntoEither for T
Source§fn into_either(self, into_left: bool) -> Either<Self, Self>
fn into_either(self, into_left: bool) -> Either<Self, Self>
Converts
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if into_left is true.
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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>
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impl<T> Pointable for T
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Source§impl<SS, SP> SupersetOf<SS> for SPwhere
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impl<SS, SP> SupersetOf<SS> for SPwhere
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Source§fn to_subset(&self) -> Option<SS>
fn to_subset(&self) -> Option<SS>
The inverse inclusion map: attempts to construct
self from the equivalent element of its
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fn is_in_subset(&self) -> bool
Checks if
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fn to_subset_unchecked(&self) -> SS
Use with care! Same as
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fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.