scirs2_linalg::simd_ops::neural::memory_intelligence

Struct AdvancedMemoryOptimizationReport

pub struct AdvancedMemoryOptimizationReport<T> {
    pub cache_prediction: CachePerformancePrediction,
    pub compression_algorithm: CompressionAlgorithm,
    pub numa_strategy: MemoryAllocationStrategy,
    pub bandwidth_prediction: BandwidthSaturationPrediction,
    pub optimization_score: f64,
    pub recommendations: Vec<OptimizationRecommendation<T>>,
    pub confidence: f64,
}

Expand description

Comprehensive memory optimization report

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§cache_prediction: CachePerformancePrediction

Cache performance prediction

§compression_algorithm: CompressionAlgorithm

Recommended compression algorithm

§numa_strategy: MemoryAllocationStrategy

Optimal NUMA strategy

§bandwidth_prediction: BandwidthSaturationPrediction

Bandwidth saturation prediction

§optimization_score: f64

Overall optimization score

§recommendations: Vec<OptimizationRecommendation<T>>

Detailed recommendations

§confidence: f64

Confidence in analysis

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impl<T: Debug> Debug for AdvancedMemoryOptimizationReport<T>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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impl<T> Freeze for AdvancedMemoryOptimizationReport<T>

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impl<T> RefUnwindSafe for AdvancedMemoryOptimizationReport<T>
where T: RefUnwindSafe,

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impl<T> UnwindSafe for AdvancedMemoryOptimizationReport<T>
where T: UnwindSafe,

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

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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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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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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).

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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