Struct AnalysisConfig

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pub struct AnalysisConfig {
    pub sensitivity_threshold: f32,
    pub fp32_threshold: f32,
    pub aggressive_threshold: f32,
    pub max_accuracy_drop_percent: f32,
    pub efficiency_weights: EfficiencyWeights,
    pub normalization_factors: NormalizationFactors,
}

Expand description

Configuration parameters for sensitivity analysis

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§sensitivity_threshold: f32

Threshold for considering a layer as high sensitivity (default: 0.05)

§fp32_threshold: f32

Threshold for keeping layers in FP32 (default: 0.05)

§aggressive_threshold: f32

Threshold for aggressive quantization candidates (default: 0.01)

§max_accuracy_drop_percent: f32

Maximum acceptable accuracy drop percentage (default: 5.0%)

§efficiency_weights: EfficiencyWeights

Weights for efficiency score calculation

§normalization_factors: NormalizationFactors

Normalization factors for efficiency score

Implementations§

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impl AnalysisConfig

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pub fn with_sensitivity_thresholds( sensitivity_threshold: f32, fp32_threshold: f32, aggressive_threshold: f32, ) -> Self

Create a new analysis configuration with custom sensitivity thresholds

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pub fn with_efficiency_weights(accuracy: f32, size: f32, speed: f32) -> Self

Create a new analysis configuration with custom efficiency weights

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pub fn conservative() -> Self

Create a conservative analysis configuration (higher thresholds)

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pub fn aggressive() -> Self

Create an aggressive analysis configuration (lower thresholds)

Trait Implementations§

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impl Clone for AnalysisConfig

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fn clone(&self) -> AnalysisConfig

Returns a duplicate of the value. Read more

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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for AnalysisConfig

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

Formats the value using the given formatter. Read more

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impl Default for AnalysisConfig

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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 AnalysisConfig

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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> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. 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 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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