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SpeedAnalyzer

torsh_quantization::analysis::speed

Struct SpeedAnalyzer

pub struct SpeedAnalyzer;

Expand description

Speed analysis for quantized operations

Implementations§

impl SpeedAnalyzer

pub fn estimate_speed_improvement(scheme: QScheme) -> f32

Estimate speed improvement for different quantization schemes

pub fn benchmark_operation<F>(operation: F, iterations: usize) -> Duration
where F: Fn(),

Benchmark operation speed

pub fn calculate_throughput(duration: Duration, operations: usize) -> f64

Calculate throughput (operations per second)

pub fn compare_schemes( _num_operations: usize, _baseline_duration: Duration, ) -> HashMap<QScheme, f32>

Compare speed between different quantization schemes

pub fn generate_speed_report( baseline_duration: Duration, quantized_duration: Duration, operations: usize, ) -> String

Generate speed analysis report

Auto Trait Implementations§

impl Freeze for SpeedAnalyzer

impl RefUnwindSafe for SpeedAnalyzer

impl Send for SpeedAnalyzer

impl Sync for SpeedAnalyzer

impl Unpin for SpeedAnalyzer

impl UnsafeUnpin for SpeedAnalyzer

impl UnwindSafe for SpeedAnalyzer

Blanket Implementations§

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

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impl<T> Borrow<T> for T
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<T> From<T> for T

fn from(t: T) -> T

Returns the argument unchanged.

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

fn into(self) -> U

Calls U::from(self).

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

impl<T> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

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type Init = T

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unsafe fn init(init: <T as Pointable>::Init) -> usize

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unsafe fn deref<'a>(ptr: usize) -> &'a T

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unsafe fn drop(ptr: usize)

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where U: Into<T>,

type Error = Infallible

The type returned in the event of a conversion error.

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Performs the conversion.

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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

fn vzip(self) -> V