Trait half::vec::HalfFloatVecExt

pub trait HalfFloatVecExt: SealedHalfFloatVec {
    // Required methods
    fn reinterpret_into(self) -> Vec<u16>;
    fn from_f32_slice(slice: &[f32]) -> Self;
    fn from_f64_slice(slice: &[f64]) -> Self;
}

Extensions to Vec<f16> and Vec<bf16> to support reinterpret operations.

This trait is sealed and cannot be implemented outside of this crate.

Required Methods

fn reinterpret_into(self) -> Vec<u16>

Reinterprets a vector of f16or bf16 numbers as a vector of u16 bits.

This is a zero-copy operation. The reinterpreted vector has the same memory location as self.

Examples

let float_buffer = vec![f16::from_f32(1.), f16::from_f32(2.), f16::from_f32(3.)];
let int_buffer = float_buffer.reinterpret_into();

assert_eq!(int_buffer, [f16::from_f32(1.).to_bits(), f16::from_f32(2.).to_bits(), f16::from_f32(3.).to_bits()]);

fn from_f32_slice(slice: &[f32]) -> Self

Converts all of the elements of a [f32] slice into a new f16 or bf16 vector.

The conversion operation is vectorized over the slice, meaning the conversion may be more efficient than converting individual elements on some hardware that supports SIMD conversions. See crate documentation for more information on hardware conversion support.

Examples

let float_values = [1., 2., 3., 4.];
let vec: Vec<f16> = Vec::from_f32_slice(&float_values);

assert_eq!(vec, vec![f16::from_f32(1.), f16::from_f32(2.), f16::from_f32(3.), f16::from_f32(4.)]);

fn from_f64_slice(slice: &[f64]) -> Self

Converts all of the elements of a [f64] slice into a new f16 or bf16 vector.

The conversion operation is vectorized over the slice, meaning the conversion may be more efficient than converting individual elements on some hardware that supports SIMD conversions. See crate documentation for more information on hardware conversion support.

Examples

let float_values = [1., 2., 3., 4.];
let vec: Vec<f16> = Vec::from_f64_slice(&float_values);

assert_eq!(vec, vec![f16::from_f64(1.), f16::from_f64(2.), f16::from_f64(3.), f16::from_f64(4.)]);

Implementations on Foreign Types

impl HalfFloatVecExt for Vec<f16>

fn reinterpret_into(self) -> Vec<u16>

fn from_f32_slice(slice: &[f32]) -> Self

fn from_f64_slice(slice: &[f64]) -> Self

impl HalfFloatVecExt for Vec<bf16>

fn reinterpret_into(self) -> Vec<u16>

fn from_f32_slice(slice: &[f32]) -> Self

fn from_f64_slice(slice: &[f64]) -> Self

Implementors