/// Slightly modify the example on crate `simd` to make it work on stable channel /// Reference link : https://github.com/rust-lang-nursery/simd extern crate ssimd; use ssimd::f64x2; #[allow(non_snake_case)] fn A(i: usize, j: usize) -> f64 { ((i + j) * (i + j + 1) / 2 + i + 1) as f64 } fn dot(x: &[f64], y: &[f64]) -> f64 { x.iter().zip(y).map(|(&x, &y)| x * y).fold(0.0, |a, b| a + b) } #[allow(non_snake_case)] fn mult_Av(v: &[f64], out: &mut [f64]) { assert!(v.len() == out.len()); assert!(v.len() % 2 == 0); for i in 0..v.len() { let mut sum = f64x2::splat(0.0); let mut j = 0; while j < v.len() { let b = f64x2::load(v, j); let a = f64x2::new(A(i, j), A(i, j + 1)); sum = sum + b / a; j += 2 } out[i] = sum.extract(0) + sum.extract(1); } } #[allow(non_snake_case)] fn mult_Atv(v: &[f64], out: &mut [f64]) { assert!(v.len() == out.len()); assert!(v.len() % 2 == 0); for i in 0..v.len() { let mut sum = f64x2::splat(0.0); let mut j = 0; while j < v.len() { let b = f64x2::load(v, j); let a = f64x2::new(A(j, i), A(j + 1, i)); sum = sum + b / a; j += 2 } out[i] = sum.extract(0) + sum.extract(1); } } #[allow(non_snake_case)] fn mult_AtAv(v: &[f64], out: &mut [f64], tmp: &mut [f64]) { mult_Av(v, tmp); mult_Atv(tmp, out); } fn main() { let mut n: usize = std::env::args().nth(1).expect("need one arg").parse().unwrap(); if n % 2 == 1 { n += 1 } let mut u = vec![1.0; n]; let mut v = u.clone(); let mut tmp = u.clone(); for _ in 0..10 { mult_AtAv(&u, &mut v, &mut tmp); mult_AtAv(&v, &mut u, &mut tmp); } println!("{:.9}", (dot(&u, &v) / dot(&v, &v)).sqrt()); }