Struct PredictiveSmartCache

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pub struct PredictiveSmartCache<T, K>where
    T: Clone + Default + Zero + Send + Sync + 'static,
    K: Eq + Hash + Clone + Send + Sync,
{ /* private fields */ }

Expand description

Enhanced smart cache with predictive prefetching

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impl<T, K> PredictiveSmartCache<T, K>
where T: Clone + Default + Zero + Send + Sync + 'static, K: Eq + Hash + Clone + Send + Sync,

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pub fn new( l1_max_size: usize, l2_max_size: usize, l3_max_size: usize, policy: EvictionPolicy, config: CacheConfig, max_prefetch_size: usize, ) -> Self

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pub fn set_dataset(&mut self, dataset: Arc<dyn Dataset<T>>)

Set the dataset reference for prefetching

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pub fn get(&self, key: &K) -> Option<(Tensor<T>, Tensor<T>)>

Get item with predictive prefetching

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pub fn put(&self, key: K, data: (Tensor<T>, Tensor<T>))

Put item in cache

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pub fn stats(&self) -> CacheStats

Get cache statistics

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pub fn process_prefetch_queue(&self)

Process prefetch queue (should be called periodically)

Auto Trait Implementations§

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impl<T, K> !UnwindSafe for PredictiveSmartCache<T, K>

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

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impl<T> BorrowMut<T> for T
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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impl<T> Instrument for T

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

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fn in_current_span(self) -> Instrumented<Self>

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impl<T, U> Into for T
where U: From<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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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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