torsh_quantization::analysis::benchmarking

Struct OptimizationCriteria

pub struct OptimizationCriteria {
    pub latency_weight: f32,
    pub throughput_weight: f32,
    pub memory_weight: f32,
    pub accuracy_weight: f32,
    pub compression_weight: f32,
}

Expand description

Optimization criteria for selecting best quantization scheme

Fields§

§latency_weight: f32

Weight for latency optimization (lower is better)

§throughput_weight: f32

Weight for throughput optimization (higher is better)

§memory_weight: f32

Weight for memory optimization (lower is better)

§accuracy_weight: f32

Weight for accuracy preservation (higher is better)

§compression_weight: f32

Weight for compression ratio (higher is better)

Implementations§

Source §

impl OptimizationCriteria

Source

pub fn optimize_for_speed() -> Self

Create criteria optimized for speed

Source

pub fn optimize_for_accuracy() -> Self

Create criteria optimized for accuracy

Source

pub fn optimize_for_size() -> Self

Create criteria optimized for size

Source

pub fn calculate_score(&self, result: &BenchmarkResult) -> f32

Calculate weighted score for a benchmark result

Trait Implementations§

Source §

impl Clone for OptimizationCriteria

Source §

fn clone(&self) -> OptimizationCriteria

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 OptimizationCriteria

Source §

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl UnwindSafe for OptimizationCriteria

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 §