torsh_quantization::analysis::statistical

Struct ComprehensiveStatisticalReport

pub struct ComprehensiveStatisticalReport {
    pub overall_mean_baseline: f32,
    pub overall_mean_quantized: f32,
    pub overall_variance_baseline: f32,
    pub overall_variance_quantized: f32,
    pub scheme_analysis: HashMap<QScheme, (StatisticalSignificance, RiskLevel)>,
    pub sample_size: usize,
    pub confidence_level: f32,
}

Expand description

Comprehensive statistical report

Fields§

§overall_mean_baseline: f32

Overall mean baseline accuracy

§overall_mean_quantized: f32

Overall mean quantized accuracy

§overall_variance_baseline: f32

Overall variance in baseline accuracy

§overall_variance_quantized: f32

Overall variance in quantized accuracy

§scheme_analysis: HashMap<QScheme, (StatisticalSignificance, RiskLevel)>

Analysis for each quantization scheme

§sample_size: usize

Sample size used for analysis

§confidence_level: f32

Confidence level used

Trait Implementations§

Source §

impl Clone for ComprehensiveStatisticalReport

Source §

fn clone(&self) -> ComprehensiveStatisticalReport

Returns a duplicate of the value. Read more

1.0.0 · Source§

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

Performs copy-assignment from source. Read more

Source §

impl Debug for ComprehensiveStatisticalReport

Source §

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl UnwindSafe for ComprehensiveStatisticalReport

Blanket Implementations§

Source §

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

Source §

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

Source §

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

Source §

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

Source §

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

Source §

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

Mutably borrows from an owned value. Read more

Source §

impl<T> CloneToUninit for T
where T: Clone,

Source §

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

Source §

impl<T> From<T> for T

Source §

fn from(t: T) -> T

Returns the argument unchanged.

Source §

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

Source §

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source §

impl<T> IntoEither for T

Source §

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

Source §

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

Source §