/// Compute how different two floats are in ulps. /// /// Notes: /// - Treats 0.0 and -0.0 as zero ulps apart, and extends the /// implications of that to the rest of the numbers. E.g. the numbers /// just before and after 0.0/-0.0 are only two ulps apart, not three. /// - Infinity is one ulp past float max, and converse for -infinity. /// - If either number is NaN, returns `u32::MAX`. #[inline(always)] pub fn ulp_diff(a: f32, b: f32) -> u32 { const TOP_BIT: u32 = 1 << 31; const NAN_THRESHOLD: u32 = 0x7f800000; let a = a.to_bits(); let b = b.to_bits(); let a_sign = a & TOP_BIT; let b_sign = b & TOP_BIT; let a_abs = a & !TOP_BIT; let b_abs = b & !TOP_BIT; if a_abs > NAN_THRESHOLD || b_abs > NAN_THRESHOLD { // NaNs always return maximum ulps apart. u32::MAX } else if a_sign == b_sign { a_abs.max(b_abs) - a_abs.min(b_abs) } else { a_abs + b_abs } } /// Checks if two floats are approximately equal, within `max_ulps`. #[inline(always)] pub fn ulps_eq(a: f32, b: f32, max_ulps: u32) -> bool { // The minimum ensures that NaNs never return true. ulp_diff(a, b) <= max_ulps.min(u32::MAX - 1) } #[cfg(test)] mod tests { use super::*; #[test] fn ulp_diff_test() { assert_eq!(ulp_diff(1.0, 1.0), 0); assert_eq!(ulp_diff(0.0, 0.0), 0); assert_eq!(ulp_diff(0.0, -0.0), 0); assert_eq!(ulp_diff(1.0, 2.0), 1 << 23); assert_eq!(ulp_diff(2.0, 4.0), 1 << 23); assert_eq!(ulp_diff(-1.0, -2.0), 1 << 23); assert_eq!(ulp_diff(-2.0, -4.0), 1 << 23); assert_eq!(ulp_diff(-1.0, 1.0), 0x7f000000); assert_eq!(ulp_diff(0.0, 1.0), 0x3f800000); assert_eq!(ulp_diff(-0.0, 1.0), 0x3f800000); assert_eq!(ulp_diff(0.0, -1.0), 0x3f800000); assert_eq!(ulp_diff(-0.0, -1.0), 0x3f800000); assert_eq!(ulp_diff(f32::INFINITY, -f32::INFINITY), 0xff000000); assert_eq!(ulp_diff(f32::NAN, f32::NAN), 0xffffffff); assert_eq!(ulp_diff(f32::NAN, 1.0), 0xffffffff); assert_eq!(ulp_diff(1.0, f32::NAN), 0xffffffff); assert_eq!(ulp_diff(-f32::NAN, 1.0), 0xffffffff); assert_eq!(ulp_diff(1.0, -f32::NAN), 0xffffffff); assert_eq!(ulp_diff(0.0, f32::from_bits(0.0f32.to_bits() + 1)), 1); assert_eq!(ulp_diff(-0.0, f32::from_bits(0.0f32.to_bits() + 1)), 1); } #[test] fn ulps_eq_test() { assert!(ulps_eq(1.0, 1.0, 0)); assert!(ulps_eq(1.0, 1.0, 1)); assert!(ulps_eq(0.0, 0.0, 0)); assert!(ulps_eq(0.0, -0.0, 0)); assert!(ulps_eq(1.0, 2.0, 1 << 23)); assert!(!ulps_eq(1.0, 2.0, (1 << 23) - 1)); assert!(ulps_eq(0.0, f32::from_bits(0.0f32.to_bits() + 1), 1)); assert!(!ulps_eq(0.0, f32::from_bits(0.0f32.to_bits() + 1), 0)); assert!(ulps_eq(-0.0, f32::from_bits(0.0f32.to_bits() + 1), 1)); assert!(!ulps_eq(-0.0, f32::from_bits(0.0f32.to_bits() + 1), 0)); assert!(ulps_eq(std::f32::INFINITY, -std::f32::INFINITY, 0xff000000)); assert!(!ulps_eq( std::f32::INFINITY, -std::f32::INFINITY, 0xff000000 - 1 )); assert!(!ulps_eq(std::f32::NAN, std::f32::NAN, 0)); assert!(!ulps_eq(-std::f32::NAN, -std::f32::NAN, 0)); assert!(!ulps_eq(std::f32::NAN, std::f32::NAN, u32::MAX)); assert!(!ulps_eq(std::f32::NAN, std::f32::INFINITY, 1 << 31)); assert!(!ulps_eq(std::f32::INFINITY, std::f32::NAN, 1 << 31)); } }