torsh_quantization::analysis::benchmarking

Struct BenchmarkResult

pub struct BenchmarkResult {
    pub scheme: QScheme,
    pub avg_latency_ms: f32,
    pub throughput_ops_per_sec: f32,
    pub memory_usage_mb: f32,
    pub accuracy_preservation: f32,
    pub compression_ratio: f32,
}

Expand description

Benchmark result for a specific quantization scheme

Fields§

§scheme: QScheme

Quantization scheme tested

§avg_latency_ms: f32

Average latency in milliseconds

§throughput_ops_per_sec: f32

Throughput in operations per second

§memory_usage_mb: f32

Memory usage in megabytes

§accuracy_preservation: f32

Accuracy preservation ratio (0.0 to 1.0)

§compression_ratio: f32

Compression ratio compared to FP32

Trait Implementations§

Source §

impl Clone for BenchmarkResult

Source §

fn clone(&self) -> BenchmarkResult

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 BenchmarkResult

Source §

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl UnwindSafe for BenchmarkResult

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 §