pub struct AttentionDebugger {
pub config: AttentionDebugConfig,
/* private fields */
}Expand description
Advanced attention mechanism debugger for transformer architectures
Fields§
§config: AttentionDebugConfigImplementations§
Source§impl AttentionDebugger
impl AttentionDebugger
Sourcepub fn new(config: AttentionDebugConfig) -> Self
pub fn new(config: AttentionDebugConfig) -> Self
Create a new attention debugger
Sourcepub fn analyze_attention_layer(
&mut self,
layer_index: usize,
attention_weights: &[ArrayD<f32>],
) -> Result<LayerAttentionAnalysis>
pub fn analyze_attention_layer( &mut self, layer_index: usize, attention_weights: &[ArrayD<f32>], ) -> Result<LayerAttentionAnalysis>
Analyze attention weights for a transformer layer
Trait Implementations§
Auto Trait Implementations§
impl Freeze for AttentionDebugger
impl RefUnwindSafe for AttentionDebugger
impl Send for AttentionDebugger
impl Sync for AttentionDebugger
impl Unpin for AttentionDebugger
impl UnwindSafe for AttentionDebugger
Blanket Implementations§
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
Source§impl<T> Instrument for T
impl<T> Instrument for T
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>
Source§impl<T> IntoEither for T
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
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 moreSource§fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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>
otherwise. Read moreSource§impl<T> Pointable for T
impl<T> Pointable for T
Source§impl<T> PolicyExt for Twhere
T: ?Sized,
impl<T> PolicyExt for Twhere
T: ?Sized,
Source§impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
impl<SS, SP> SupersetOf<SS> for SPwhere
SS: SubsetOf<SP>,
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
superset. Read moreSource§fn is_in_subset(&self) -> bool
fn is_in_subset(&self) -> bool
Checks if
self is actually part of its subset T (and can be converted to it).Source§fn to_subset_unchecked(&self) -> SS
fn to_subset_unchecked(&self) -> SS
Use with care! Same as
self.to_subset but without any property checks. Always succeeds.Source§fn from_subset(element: &SS) -> SP
fn from_subset(element: &SS) -> SP
The inclusion map: converts
self to the equivalent element of its superset.