Created
July 11, 2020 16:00
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Safety of nbody power optimization (f**-1.5) == 1/(sqrt(f) * f) [Always within 1 ULP?]
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extern crate rand; // 0.7.3 | |
use rand::prelude::*; | |
use rand::distributions::Uniform; | |
fn clear(f: f64) -> f64 { | |
f.powf(-1.5) | |
} | |
fn fast(f: f64) -> f64 { | |
let s = f.sqrt(); | |
1.0 / (s * f) | |
} | |
fn cmp(f: f64) { | |
let a = clear(f); | |
let b = fast(f); | |
let u = if a.is_nan() || b.is_nan() { | |
if a.is_nan() == b.is_nan() { | |
0 | |
} else { | |
127 | |
} | |
} else { | |
diff_ulps(a, b) | |
}; | |
println!("Diff for {}: {} and {} -> {} ulps ({})", f, a, b, u, (a - b).abs()); | |
} | |
fn diff_ulps(a: f64, b: f64) -> u64 { | |
(raw_ulps(a) as i64).wrapping_sub(raw_ulps(b) as i64).abs() as u64 | |
} | |
fn raw_ulps(f: f64) -> u64 { | |
assert!(!f.is_nan()); | |
let b: u64 = f.to_bits(); | |
const TOP: u64 = 0x8000_0000_0000_0000; | |
let b = if (b as i64) < 0 { TOP.wrapping_sub(b) } else { b }; | |
assert!((b as i64) >= 0); | |
b | |
} | |
fn main() { | |
for &f in &[-1.0, 0.0, 0.5, 1.0, 2.37, 42.8, f64::INFINITY, 1027.65] { | |
cmp(f) | |
} | |
println!("Testing random:"); | |
let dist = Uniform::new_inclusive(0.0f64, f64::MAX); | |
let mut rng = thread_rng(); | |
const RUNS: u32 = 25; | |
for i in 1..=RUNS { | |
print!("{}/{}", i, RUNS); | |
let f = rng.sample(dist); | |
cmp(f); | |
} | |
} |
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