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GeneralizationMonitor

trustformers_debug::health_checker

Struct GeneralizationMonitor 

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pub struct GeneralizationMonitor { /* private fields */ }
Expand description

Generalization monitoring

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impl GeneralizationMonitor

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pub fn new() -> Self

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pub fn update_performance(&mut self, train_perf: f64, val_perf: Option<f64>)

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pub fn calculate_generalization_score(&self) -> f64

Trait Implementations§

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impl Debug for GeneralizationMonitor

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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 Default for GeneralizationMonitor

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fn default() -> Self

Returns the “default value” for a type. Read more

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

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where T: ?Sized,

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where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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Calls U::from(self).

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

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const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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unsafe fn drop(ptr: usize)

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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
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where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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Checks if self is actually part of its subset T (and can be converted to it).
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Use with care! Same as self.to_subset but without any property checks. Always succeeds.
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type Error = <U as TryFrom<T>>::Error

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