scirs2_linalg::simd_ops::simd_memory_ops

Struct AdaptiveVectorizationEngine

pub struct AdaptiveVectorizationEngine { /* private fields */ }

Expand description

Advanced ENHANCEMENT: Adaptive Vectorization Engine with CPU Feature Detection

This system provides runtime detection of CPU capabilities and automatic selection of optimal vectorization strategies for maximum performance.

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impl AdaptiveVectorizationEngine

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pub fn new() -> Self

Create new adaptive vectorization engine with CPU feature detection

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pub fn select_optimal_strategy( &self, matrixsize: (usize, usize), ) -> VectorizationStrategy

Select optimal vectorization strategy based on matrix size and CPU features

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pub fn adaptivematrix_multiply_f32( &mut self, a: &ArrayView2<'_, f32>, b: &ArrayView2<'_, f32>, ) -> LinalgResult<Array2<f32>>

Adaptive matrix multiplication with optimal vectorization

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pub fn get_performance_report(&self) -> HashMap<VectorizationStrategy, f64>

Get performance report for different strategies

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pub fn set_auto_tuning(&mut self, enabled: bool)

Enable or disable auto-tuning

Trait Implementations§

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impl Default for AdaptiveVectorizationEngine

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fn default() -> Self

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

Auto Trait Implementations§

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impl UnwindSafe for AdaptiveVectorizationEngine

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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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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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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>

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,

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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