oxigdal_cache_advanced::predictive::advanced

Struct TransformerPredictor

pub struct TransformerPredictor { /* private fields */ }

Expand description

Transformer-based predictor using attention mechanism

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impl TransformerPredictor

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pub fn new(embedding_dim: usize, num_heads: usize, seq_length: usize) -> Self

Create new transformer predictor

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pub fn record_access(&mut self, key: CacheKey)

Record access

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pub fn predict(&self, top_n: usize) -> Result<Vec<(CacheKey, f64)>>

Predict next keys

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pub fn clear(&mut self)

Clear predictor

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impl UnwindSafe for TransformerPredictor

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

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fn type_id(&self) -> TypeId

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where T: ?Sized,

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impl<T> BorrowMut<T> for T
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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 into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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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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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
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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