#![feature(portable_simd)] extern crate std_float; /// Benchmarks game nbody code /// Taken from the `packed_simd` crate /// Run this benchmark with `cargo test --example nbody` mod nbody { use core_simd::simd::*; #[allow(unused)] // False positive? use std_float::StdFloat; use std::f64::consts::PI; const SOLAR_MASS: f64 = 4.0 * PI * PI; const DAYS_PER_YEAR: f64 = 365.24; #[derive(Debug, Clone, Copy)] struct Body { pub x: f64x4, pub v: f64x4, pub mass: f64, } const N_BODIES: usize = 5; const BODIES: [Body; N_BODIES] = [ // sun: Body { x: f64x4::from_array([0., 0., 0., 0.]), v: f64x4::from_array([0., 0., 0., 0.]), mass: SOLAR_MASS, }, // jupiter: Body { x: f64x4::from_array([ 4.84143144246472090e+00, -1.16032004402742839e+00, -1.03622044471123109e-01, 0., ]), v: f64x4::from_array([ 1.66007664274403694e-03 * DAYS_PER_YEAR, 7.69901118419740425e-03 * DAYS_PER_YEAR, -6.90460016972063023e-05 * DAYS_PER_YEAR, 0., ]), mass: 9.54791938424326609e-04 * SOLAR_MASS, }, // saturn: Body { x: f64x4::from_array([ 8.34336671824457987e+00, 4.12479856412430479e+00, -4.03523417114321381e-01, 0., ]), v: f64x4::from_array([ -2.76742510726862411e-03 * DAYS_PER_YEAR, 4.99852801234917238e-03 * DAYS_PER_YEAR, 2.30417297573763929e-05 * DAYS_PER_YEAR, 0., ]), mass: 2.85885980666130812e-04 * SOLAR_MASS, }, // uranus: Body { x: f64x4::from_array([ 1.28943695621391310e+01, -1.51111514016986312e+01, -2.23307578892655734e-01, 0., ]), v: f64x4::from_array([ 2.96460137564761618e-03 * DAYS_PER_YEAR, 2.37847173959480950e-03 * DAYS_PER_YEAR, -2.96589568540237556e-05 * DAYS_PER_YEAR, 0., ]), mass: 4.36624404335156298e-05 * SOLAR_MASS, }, // neptune: Body { x: f64x4::from_array([ 1.53796971148509165e+01, -2.59193146099879641e+01, 1.79258772950371181e-01, 0., ]), v: f64x4::from_array([ 2.68067772490389322e-03 * DAYS_PER_YEAR, 1.62824170038242295e-03 * DAYS_PER_YEAR, -9.51592254519715870e-05 * DAYS_PER_YEAR, 0., ]), mass: 5.15138902046611451e-05 * SOLAR_MASS, }, ]; fn offset_momentum(bodies: &mut [Body; N_BODIES]) { let (sun, rest) = bodies.split_at_mut(1); let sun = &mut sun[0]; for body in rest { let m_ratio = body.mass / SOLAR_MASS; sun.v -= body.v * Simd::splat(m_ratio); } } fn energy(bodies: &[Body; N_BODIES]) -> f64 { let mut e = 0.; for i in 0..N_BODIES { let bi = &bodies[i]; e += bi.mass * (bi.v * bi.v).reduce_sum() * 0.5; for bj in bodies.iter().take(N_BODIES).skip(i + 1) { let dx = bi.x - bj.x; e -= bi.mass * bj.mass / (dx * dx).reduce_sum().sqrt() } } e } fn advance(bodies: &mut [Body; N_BODIES], dt: f64) { const N: usize = N_BODIES * (N_BODIES - 1) / 2; // compute distance between bodies: let mut r = [f64x4::splat(0.); N]; { let mut i = 0; for j in 0..N_BODIES { for k in j + 1..N_BODIES { r[i] = bodies[j].x - bodies[k].x; i += 1; } } } let mut mag = [0.0; N]; for i in (0..N).step_by(2) { let d2s = f64x2::from_array([ (r[i] * r[i]).reduce_sum(), (r[i + 1] * r[i + 1]).reduce_sum(), ]); let dmags = f64x2::splat(dt) / (d2s * d2s.sqrt()); mag[i] = dmags[0]; mag[i + 1] = dmags[1]; } let mut i = 0; for j in 0..N_BODIES { for k in j + 1..N_BODIES { let f = r[i] * Simd::splat(mag[i]); bodies[j].v -= f * Simd::splat(bodies[k].mass); bodies[k].v += f * Simd::splat(bodies[j].mass); i += 1 } } for body in bodies { body.x += Simd::splat(dt) * body.v } } pub fn run(n: usize) -> (f64, f64) { let mut bodies = BODIES; offset_momentum(&mut bodies); let energy_before = energy(&bodies); for _ in 0..n { advance(&mut bodies, 0.01); } let energy_after = energy(&bodies); (energy_before, energy_after) } } #[cfg(test)] mod tests { // Good enough for demonstration purposes, not going for strictness here. fn approx_eq_f64(a: f64, b: f64) -> bool { (a - b).abs() < 0.00001 } #[test] fn test() { const OUTPUT: [f64; 2] = [-0.169075164, -0.169087605]; let (energy_before, energy_after) = super::nbody::run(1000); assert!(approx_eq_f64(energy_before, OUTPUT[0])); assert!(approx_eq_f64(energy_after, OUTPUT[1])); } } fn main() { { let (energy_before, energy_after) = nbody::run(1000); println!("Energy before: {energy_before}"); println!("Energy after: {energy_after}"); } }