AutoTuner

oxiblas_core::tuning

Struct AutoTuner 

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

Micro-benchmark based auto-tuner (simplified version).

In a production implementation, this would run actual benchmarks. For now, it uses heuristics based on architecture and cache sizes.

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impl AutoTuner

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pub fn new() -> Self

Creates a new auto-tuner.

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pub fn tune_gemm(&mut self, m: usize, n: usize, k: usize) -> &TuningConfig

Tunes for GEMM operations with the given dimensions.

This is a simplified version that uses heuristics. A full implementation would run micro-benchmarks to find optimal parameters.

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pub const fn config(&self) -> &TuningConfig

Returns the current tuning configuration.

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impl Default for AutoTuner

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fn default() -> Self

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

Auto Trait Implementations§

Blanket Implementations§

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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

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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

Mutably borrows from an owned value. Read more
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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, U> Into<U> for T
where U: From<T>,

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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, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.