SimdF32Ops

sklears_utils::simd

Struct SimdF32Ops

pub struct SimdF32Ops;

Expand description

SIMD-optimized vector operations for f32 slices

Implementations§

impl SimdF32Ops

pub fn dot_product(a: &[f32], b: &[f32]) -> f32

Compute dot product of two f32 slices using optimized SIMD processing

pub fn add_vectors(a: &[f32], b: &[f32], result: &mut [f32])

Add two f32 vectors using optimized SIMD processing

pub fn scalar_multiply(vector: &[f32], scalar: f32, result: &mut [f32])

Multiply f32 vector by scalar using optimized processing

pub fn norm_squared(vector: &[f32]) -> f32

Compute L2 norm squared using optimized processing

pub fn exp_approx(input: &[f32], result: &mut [f32])

Apply exponential function element-wise using fast approximation

pub fn softmax(input: &[f32], result: &mut [f32])

Compute softmax using SIMD

Auto Trait Implementations§

impl Freeze for SimdF32Ops

impl RefUnwindSafe for SimdF32Ops

impl Send for SimdF32Ops

impl Sync for SimdF32Ops

impl Unpin for SimdF32Ops

impl UnwindSafe for SimdF32Ops

Blanket Implementations§

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

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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

The alignment of pointer.

type Init = T

The type for initializers.

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

Initializes a with the given initializer. Read more

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

Dereferences the given pointer. Read more

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

Mutably dereferences the given pointer. Read more

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

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

type Error = Infallible

The type returned in the event of a conversion error.

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.

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

Performs the conversion.

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

fn vzip(self) -> V