// FIXME(f16_f128): only tested on platforms that have symbols and aren't buggy #![cfg(reliable_f16)] use std::f16::consts; use std::num::FpCategory as Fp; /// Tolerance for results on the order of 10.0e-2 #[allow(unused)] const TOL_N2: f16 = 0.0001; /// Tolerance for results on the order of 10.0e+0 #[allow(unused)] const TOL_0: f16 = 0.01; /// Tolerance for results on the order of 10.0e+2 #[allow(unused)] const TOL_P2: f16 = 0.5; /// Tolerance for results on the order of 10.0e+4 #[allow(unused)] const TOL_P4: f16 = 10.0; /// Smallest number const TINY_BITS: u16 = 0x1; /// Next smallest number const TINY_UP_BITS: u16 = 0x2; /// Exponent = 0b11...10, Sifnificand 0b1111..10. Min val > 0 const MAX_DOWN_BITS: u16 = 0x7bfe; /// Zeroed exponent, full significant const LARGEST_SUBNORMAL_BITS: u16 = 0x03ff; /// Exponent = 0b1, zeroed significand const SMALLEST_NORMAL_BITS: u16 = 0x0400; /// First pattern over the mantissa const NAN_MASK1: u16 = 0x02aa; /// Second pattern over the mantissa const NAN_MASK2: u16 = 0x0155; /// Compare by representation #[allow(unused_macros)] macro_rules! assert_f16_biteq { ($a:expr, $b:expr) => { let (l, r): (&f16, &f16) = (&$a, &$b); let lb = l.to_bits(); let rb = r.to_bits(); assert_eq!(lb, rb, "float {l:?} ({lb:#04x}) is not bitequal to {r:?} ({rb:#04x})"); }; } #[test] fn test_num_f16() { crate::test_num(10f16, 2f16); } #[test] #[cfg(reliable_f16_math)] fn test_min_nan() { assert_eq!(f16::NAN.min(2.0), 2.0); assert_eq!(2.0f16.min(f16::NAN), 2.0); } #[test] #[cfg(reliable_f16_math)] fn test_max_nan() { assert_eq!(f16::NAN.max(2.0), 2.0); assert_eq!(2.0f16.max(f16::NAN), 2.0); } #[test] #[cfg(reliable_f16_math)] fn test_minimum() { assert!(f16::NAN.minimum(2.0).is_nan()); assert!(2.0f16.minimum(f16::NAN).is_nan()); } #[test] #[cfg(reliable_f16_math)] fn test_maximum() { assert!(f16::NAN.maximum(2.0).is_nan()); assert!(2.0f16.maximum(f16::NAN).is_nan()); } #[test] fn test_nan() { let nan: f16 = f16::NAN; assert!(nan.is_nan()); assert!(!nan.is_infinite()); assert!(!nan.is_finite()); assert!(nan.is_sign_positive()); assert!(!nan.is_sign_negative()); assert!(!nan.is_normal()); assert_eq!(Fp::Nan, nan.classify()); } #[test] fn test_infinity() { let inf: f16 = f16::INFINITY; assert!(inf.is_infinite()); assert!(!inf.is_finite()); assert!(inf.is_sign_positive()); assert!(!inf.is_sign_negative()); assert!(!inf.is_nan()); assert!(!inf.is_normal()); assert_eq!(Fp::Infinite, inf.classify()); } #[test] fn test_neg_infinity() { let neg_inf: f16 = f16::NEG_INFINITY; assert!(neg_inf.is_infinite()); assert!(!neg_inf.is_finite()); assert!(!neg_inf.is_sign_positive()); assert!(neg_inf.is_sign_negative()); assert!(!neg_inf.is_nan()); assert!(!neg_inf.is_normal()); assert_eq!(Fp::Infinite, neg_inf.classify()); } #[test] fn test_zero() { let zero: f16 = 0.0f16; assert_eq!(0.0, zero); assert!(!zero.is_infinite()); assert!(zero.is_finite()); assert!(zero.is_sign_positive()); assert!(!zero.is_sign_negative()); assert!(!zero.is_nan()); assert!(!zero.is_normal()); assert_eq!(Fp::Zero, zero.classify()); } #[test] fn test_neg_zero() { let neg_zero: f16 = -0.0; assert_eq!(0.0, neg_zero); assert!(!neg_zero.is_infinite()); assert!(neg_zero.is_finite()); assert!(!neg_zero.is_sign_positive()); assert!(neg_zero.is_sign_negative()); assert!(!neg_zero.is_nan()); assert!(!neg_zero.is_normal()); assert_eq!(Fp::Zero, neg_zero.classify()); } #[test] fn test_one() { let one: f16 = 1.0f16; assert_eq!(1.0, one); assert!(!one.is_infinite()); assert!(one.is_finite()); assert!(one.is_sign_positive()); assert!(!one.is_sign_negative()); assert!(!one.is_nan()); assert!(one.is_normal()); assert_eq!(Fp::Normal, one.classify()); } #[test] fn test_is_nan() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert!(nan.is_nan()); assert!(!0.0f16.is_nan()); assert!(!5.3f16.is_nan()); assert!(!(-10.732f16).is_nan()); assert!(!inf.is_nan()); assert!(!neg_inf.is_nan()); } #[test] fn test_is_infinite() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert!(!nan.is_infinite()); assert!(inf.is_infinite()); assert!(neg_inf.is_infinite()); assert!(!0.0f16.is_infinite()); assert!(!42.8f16.is_infinite()); assert!(!(-109.2f16).is_infinite()); } #[test] fn test_is_finite() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert!(!nan.is_finite()); assert!(!inf.is_finite()); assert!(!neg_inf.is_finite()); assert!(0.0f16.is_finite()); assert!(42.8f16.is_finite()); assert!((-109.2f16).is_finite()); } #[test] fn test_is_normal() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; let zero: f16 = 0.0f16; let neg_zero: f16 = -0.0; assert!(!nan.is_normal()); assert!(!inf.is_normal()); assert!(!neg_inf.is_normal()); assert!(!zero.is_normal()); assert!(!neg_zero.is_normal()); assert!(1f16.is_normal()); assert!(1e-4f16.is_normal()); assert!(!1e-5f16.is_normal()); } #[test] fn test_classify() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; let zero: f16 = 0.0f16; let neg_zero: f16 = -0.0; assert_eq!(nan.classify(), Fp::Nan); assert_eq!(inf.classify(), Fp::Infinite); assert_eq!(neg_inf.classify(), Fp::Infinite); assert_eq!(zero.classify(), Fp::Zero); assert_eq!(neg_zero.classify(), Fp::Zero); assert_eq!(1f16.classify(), Fp::Normal); assert_eq!(1e-4f16.classify(), Fp::Normal); assert_eq!(1e-5f16.classify(), Fp::Subnormal); } #[test] #[cfg(reliable_f16_math)] fn test_floor() { assert_approx_eq!(1.0f16.floor(), 1.0f16, TOL_0); assert_approx_eq!(1.3f16.floor(), 1.0f16, TOL_0); assert_approx_eq!(1.5f16.floor(), 1.0f16, TOL_0); assert_approx_eq!(1.7f16.floor(), 1.0f16, TOL_0); assert_approx_eq!(0.0f16.floor(), 0.0f16, TOL_0); assert_approx_eq!((-0.0f16).floor(), -0.0f16, TOL_0); assert_approx_eq!((-1.0f16).floor(), -1.0f16, TOL_0); assert_approx_eq!((-1.3f16).floor(), -2.0f16, TOL_0); assert_approx_eq!((-1.5f16).floor(), -2.0f16, TOL_0); assert_approx_eq!((-1.7f16).floor(), -2.0f16, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_ceil() { assert_approx_eq!(1.0f16.ceil(), 1.0f16, TOL_0); assert_approx_eq!(1.3f16.ceil(), 2.0f16, TOL_0); assert_approx_eq!(1.5f16.ceil(), 2.0f16, TOL_0); assert_approx_eq!(1.7f16.ceil(), 2.0f16, TOL_0); assert_approx_eq!(0.0f16.ceil(), 0.0f16, TOL_0); assert_approx_eq!((-0.0f16).ceil(), -0.0f16, TOL_0); assert_approx_eq!((-1.0f16).ceil(), -1.0f16, TOL_0); assert_approx_eq!((-1.3f16).ceil(), -1.0f16, TOL_0); assert_approx_eq!((-1.5f16).ceil(), -1.0f16, TOL_0); assert_approx_eq!((-1.7f16).ceil(), -1.0f16, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_round() { assert_approx_eq!(2.5f16.round(), 3.0f16, TOL_0); assert_approx_eq!(1.0f16.round(), 1.0f16, TOL_0); assert_approx_eq!(1.3f16.round(), 1.0f16, TOL_0); assert_approx_eq!(1.5f16.round(), 2.0f16, TOL_0); assert_approx_eq!(1.7f16.round(), 2.0f16, TOL_0); assert_approx_eq!(0.0f16.round(), 0.0f16, TOL_0); assert_approx_eq!((-0.0f16).round(), -0.0f16, TOL_0); assert_approx_eq!((-1.0f16).round(), -1.0f16, TOL_0); assert_approx_eq!((-1.3f16).round(), -1.0f16, TOL_0); assert_approx_eq!((-1.5f16).round(), -2.0f16, TOL_0); assert_approx_eq!((-1.7f16).round(), -2.0f16, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_round_ties_even() { assert_approx_eq!(2.5f16.round_ties_even(), 2.0f16, TOL_0); assert_approx_eq!(1.0f16.round_ties_even(), 1.0f16, TOL_0); assert_approx_eq!(1.3f16.round_ties_even(), 1.0f16, TOL_0); assert_approx_eq!(1.5f16.round_ties_even(), 2.0f16, TOL_0); assert_approx_eq!(1.7f16.round_ties_even(), 2.0f16, TOL_0); assert_approx_eq!(0.0f16.round_ties_even(), 0.0f16, TOL_0); assert_approx_eq!((-0.0f16).round_ties_even(), -0.0f16, TOL_0); assert_approx_eq!((-1.0f16).round_ties_even(), -1.0f16, TOL_0); assert_approx_eq!((-1.3f16).round_ties_even(), -1.0f16, TOL_0); assert_approx_eq!((-1.5f16).round_ties_even(), -2.0f16, TOL_0); assert_approx_eq!((-1.7f16).round_ties_even(), -2.0f16, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_trunc() { assert_approx_eq!(1.0f16.trunc(), 1.0f16, TOL_0); assert_approx_eq!(1.3f16.trunc(), 1.0f16, TOL_0); assert_approx_eq!(1.5f16.trunc(), 1.0f16, TOL_0); assert_approx_eq!(1.7f16.trunc(), 1.0f16, TOL_0); assert_approx_eq!(0.0f16.trunc(), 0.0f16, TOL_0); assert_approx_eq!((-0.0f16).trunc(), -0.0f16, TOL_0); assert_approx_eq!((-1.0f16).trunc(), -1.0f16, TOL_0); assert_approx_eq!((-1.3f16).trunc(), -1.0f16, TOL_0); assert_approx_eq!((-1.5f16).trunc(), -1.0f16, TOL_0); assert_approx_eq!((-1.7f16).trunc(), -1.0f16, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_fract() { assert_approx_eq!(1.0f16.fract(), 0.0f16, TOL_0); assert_approx_eq!(1.3f16.fract(), 0.3f16, TOL_0); assert_approx_eq!(1.5f16.fract(), 0.5f16, TOL_0); assert_approx_eq!(1.7f16.fract(), 0.7f16, TOL_0); assert_approx_eq!(0.0f16.fract(), 0.0f16, TOL_0); assert_approx_eq!((-0.0f16).fract(), -0.0f16, TOL_0); assert_approx_eq!((-1.0f16).fract(), -0.0f16, TOL_0); assert_approx_eq!((-1.3f16).fract(), -0.3f16, TOL_0); assert_approx_eq!((-1.5f16).fract(), -0.5f16, TOL_0); assert_approx_eq!((-1.7f16).fract(), -0.7f16, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_abs() { assert_eq!(f16::INFINITY.abs(), f16::INFINITY); assert_eq!(1f16.abs(), 1f16); assert_eq!(0f16.abs(), 0f16); assert_eq!((-0f16).abs(), 0f16); assert_eq!((-1f16).abs(), 1f16); assert_eq!(f16::NEG_INFINITY.abs(), f16::INFINITY); assert_eq!((1f16 / f16::NEG_INFINITY).abs(), 0f16); assert!(f16::NAN.abs().is_nan()); } #[test] fn test_is_sign_positive() { assert!(f16::INFINITY.is_sign_positive()); assert!(1f16.is_sign_positive()); assert!(0f16.is_sign_positive()); assert!(!(-0f16).is_sign_positive()); assert!(!(-1f16).is_sign_positive()); assert!(!f16::NEG_INFINITY.is_sign_positive()); assert!(!(1f16 / f16::NEG_INFINITY).is_sign_positive()); assert!(f16::NAN.is_sign_positive()); assert!(!(-f16::NAN).is_sign_positive()); } #[test] fn test_is_sign_negative() { assert!(!f16::INFINITY.is_sign_negative()); assert!(!1f16.is_sign_negative()); assert!(!0f16.is_sign_negative()); assert!((-0f16).is_sign_negative()); assert!((-1f16).is_sign_negative()); assert!(f16::NEG_INFINITY.is_sign_negative()); assert!((1f16 / f16::NEG_INFINITY).is_sign_negative()); assert!(!f16::NAN.is_sign_negative()); assert!((-f16::NAN).is_sign_negative()); } #[test] fn test_next_up() { let tiny = f16::from_bits(TINY_BITS); let tiny_up = f16::from_bits(TINY_UP_BITS); let max_down = f16::from_bits(MAX_DOWN_BITS); let largest_subnormal = f16::from_bits(LARGEST_SUBNORMAL_BITS); let smallest_normal = f16::from_bits(SMALLEST_NORMAL_BITS); assert_f16_biteq!(f16::NEG_INFINITY.next_up(), f16::MIN); assert_f16_biteq!(f16::MIN.next_up(), -max_down); assert_f16_biteq!((-1.0 - f16::EPSILON).next_up(), -1.0); assert_f16_biteq!((-smallest_normal).next_up(), -largest_subnormal); assert_f16_biteq!((-tiny_up).next_up(), -tiny); assert_f16_biteq!((-tiny).next_up(), -0.0f16); assert_f16_biteq!((-0.0f16).next_up(), tiny); assert_f16_biteq!(0.0f16.next_up(), tiny); assert_f16_biteq!(tiny.next_up(), tiny_up); assert_f16_biteq!(largest_subnormal.next_up(), smallest_normal); assert_f16_biteq!(1.0f16.next_up(), 1.0 + f16::EPSILON); assert_f16_biteq!(f16::MAX.next_up(), f16::INFINITY); assert_f16_biteq!(f16::INFINITY.next_up(), f16::INFINITY); // Check that NaNs roundtrip. let nan0 = f16::NAN; let nan1 = f16::from_bits(f16::NAN.to_bits() ^ NAN_MASK1); let nan2 = f16::from_bits(f16::NAN.to_bits() ^ NAN_MASK2); assert_f16_biteq!(nan0.next_up(), nan0); assert_f16_biteq!(nan1.next_up(), nan1); assert_f16_biteq!(nan2.next_up(), nan2); } #[test] fn test_next_down() { let tiny = f16::from_bits(TINY_BITS); let tiny_up = f16::from_bits(TINY_UP_BITS); let max_down = f16::from_bits(MAX_DOWN_BITS); let largest_subnormal = f16::from_bits(LARGEST_SUBNORMAL_BITS); let smallest_normal = f16::from_bits(SMALLEST_NORMAL_BITS); assert_f16_biteq!(f16::NEG_INFINITY.next_down(), f16::NEG_INFINITY); assert_f16_biteq!(f16::MIN.next_down(), f16::NEG_INFINITY); assert_f16_biteq!((-max_down).next_down(), f16::MIN); assert_f16_biteq!((-1.0f16).next_down(), -1.0 - f16::EPSILON); assert_f16_biteq!((-largest_subnormal).next_down(), -smallest_normal); assert_f16_biteq!((-tiny).next_down(), -tiny_up); assert_f16_biteq!((-0.0f16).next_down(), -tiny); assert_f16_biteq!((0.0f16).next_down(), -tiny); assert_f16_biteq!(tiny.next_down(), 0.0f16); assert_f16_biteq!(tiny_up.next_down(), tiny); assert_f16_biteq!(smallest_normal.next_down(), largest_subnormal); assert_f16_biteq!((1.0 + f16::EPSILON).next_down(), 1.0f16); assert_f16_biteq!(f16::MAX.next_down(), max_down); assert_f16_biteq!(f16::INFINITY.next_down(), f16::MAX); // Check that NaNs roundtrip. let nan0 = f16::NAN; let nan1 = f16::from_bits(f16::NAN.to_bits() ^ NAN_MASK1); let nan2 = f16::from_bits(f16::NAN.to_bits() ^ NAN_MASK2); assert_f16_biteq!(nan0.next_down(), nan0); assert_f16_biteq!(nan1.next_down(), nan1); assert_f16_biteq!(nan2.next_down(), nan2); } #[test] #[cfg(reliable_f16_math)] fn test_mul_add() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_approx_eq!(12.3f16.mul_add(4.5, 6.7), 62.05, TOL_P2); assert_approx_eq!((-12.3f16).mul_add(-4.5, -6.7), 48.65, TOL_P2); assert_approx_eq!(0.0f16.mul_add(8.9, 1.2), 1.2, TOL_0); assert_approx_eq!(3.4f16.mul_add(-0.0, 5.6), 5.6, TOL_0); assert!(nan.mul_add(7.8, 9.0).is_nan()); assert_eq!(inf.mul_add(7.8, 9.0), inf); assert_eq!(neg_inf.mul_add(7.8, 9.0), neg_inf); assert_eq!(8.9f16.mul_add(inf, 3.2), inf); assert_eq!((-3.2f16).mul_add(2.4, neg_inf), neg_inf); } #[test] #[cfg(reliable_f16_math)] fn test_recip() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_eq!(1.0f16.recip(), 1.0); assert_eq!(2.0f16.recip(), 0.5); assert_eq!((-0.4f16).recip(), -2.5); assert_eq!(0.0f16.recip(), inf); assert_approx_eq!(f16::MAX.recip(), 1.526624e-5f16, 1e-4); assert!(nan.recip().is_nan()); assert_eq!(inf.recip(), 0.0); assert_eq!(neg_inf.recip(), 0.0); } #[test] #[cfg(reliable_f16_math)] fn test_powi() { // FIXME(llvm19): LLVM misoptimizes `powi.f16` // // let nan: f16 = f16::NAN; // let inf: f16 = f16::INFINITY; // let neg_inf: f16 = f16::NEG_INFINITY; // assert_eq!(1.0f16.powi(1), 1.0); // assert_approx_eq!((-3.1f16).powi(2), 9.61, TOL_0); // assert_approx_eq!(5.9f16.powi(-2), 0.028727, TOL_N2); // assert_eq!(8.3f16.powi(0), 1.0); // assert!(nan.powi(2).is_nan()); // assert_eq!(inf.powi(3), inf); // assert_eq!(neg_inf.powi(2), inf); } #[test] #[cfg(reliable_f16_math)] fn test_powf() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_eq!(1.0f16.powf(1.0), 1.0); assert_approx_eq!(3.4f16.powf(4.5), 246.408183, TOL_P2); assert_approx_eq!(2.7f16.powf(-3.2), 0.041652, TOL_N2); assert_approx_eq!((-3.1f16).powf(2.0), 9.61, TOL_P2); assert_approx_eq!(5.9f16.powf(-2.0), 0.028727, TOL_N2); assert_eq!(8.3f16.powf(0.0), 1.0); assert!(nan.powf(2.0).is_nan()); assert_eq!(inf.powf(2.0), inf); assert_eq!(neg_inf.powf(3.0), neg_inf); } #[test] #[cfg(reliable_f16_math)] fn test_sqrt_domain() { assert!(f16::NAN.sqrt().is_nan()); assert!(f16::NEG_INFINITY.sqrt().is_nan()); assert!((-1.0f16).sqrt().is_nan()); assert_eq!((-0.0f16).sqrt(), -0.0); assert_eq!(0.0f16.sqrt(), 0.0); assert_eq!(1.0f16.sqrt(), 1.0); assert_eq!(f16::INFINITY.sqrt(), f16::INFINITY); } #[test] #[cfg(reliable_f16_math)] fn test_exp() { assert_eq!(1.0, 0.0f16.exp()); assert_approx_eq!(2.718282, 1.0f16.exp(), TOL_0); assert_approx_eq!(148.413159, 5.0f16.exp(), TOL_0); let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; let nan: f16 = f16::NAN; assert_eq!(inf, inf.exp()); assert_eq!(0.0, neg_inf.exp()); assert!(nan.exp().is_nan()); } #[test] #[cfg(reliable_f16_math)] fn test_exp2() { assert_eq!(32.0, 5.0f16.exp2()); assert_eq!(1.0, 0.0f16.exp2()); let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; let nan: f16 = f16::NAN; assert_eq!(inf, inf.exp2()); assert_eq!(0.0, neg_inf.exp2()); assert!(nan.exp2().is_nan()); } #[test] #[cfg(reliable_f16_math)] fn test_ln() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_approx_eq!(1.0f16.exp().ln(), 1.0, TOL_0); assert!(nan.ln().is_nan()); assert_eq!(inf.ln(), inf); assert!(neg_inf.ln().is_nan()); assert!((-2.3f16).ln().is_nan()); assert_eq!((-0.0f16).ln(), neg_inf); assert_eq!(0.0f16.ln(), neg_inf); assert_approx_eq!(4.0f16.ln(), 1.386294, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_log() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_eq!(10.0f16.log(10.0), 1.0); assert_approx_eq!(2.3f16.log(3.5), 0.664858, TOL_0); assert_eq!(1.0f16.exp().log(1.0f16.exp()), 1.0); assert!(1.0f16.log(1.0).is_nan()); assert!(1.0f16.log(-13.9).is_nan()); assert!(nan.log(2.3).is_nan()); assert_eq!(inf.log(10.0), inf); assert!(neg_inf.log(8.8).is_nan()); assert!((-2.3f16).log(0.1).is_nan()); assert_eq!((-0.0f16).log(2.0), neg_inf); assert_eq!(0.0f16.log(7.0), neg_inf); } #[test] #[cfg(reliable_f16_math)] fn test_log2() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_approx_eq!(10.0f16.log2(), 3.321928, TOL_0); assert_approx_eq!(2.3f16.log2(), 1.201634, TOL_0); assert_approx_eq!(1.0f16.exp().log2(), 1.442695, TOL_0); assert!(nan.log2().is_nan()); assert_eq!(inf.log2(), inf); assert!(neg_inf.log2().is_nan()); assert!((-2.3f16).log2().is_nan()); assert_eq!((-0.0f16).log2(), neg_inf); assert_eq!(0.0f16.log2(), neg_inf); } #[test] #[cfg(reliable_f16_math)] fn test_log10() { let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_eq!(10.0f16.log10(), 1.0); assert_approx_eq!(2.3f16.log10(), 0.361728, TOL_0); assert_approx_eq!(1.0f16.exp().log10(), 0.434294, TOL_0); assert_eq!(1.0f16.log10(), 0.0); assert!(nan.log10().is_nan()); assert_eq!(inf.log10(), inf); assert!(neg_inf.log10().is_nan()); assert!((-2.3f16).log10().is_nan()); assert_eq!((-0.0f16).log10(), neg_inf); assert_eq!(0.0f16.log10(), neg_inf); } #[test] fn test_to_degrees() { let pi: f16 = consts::PI; let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_eq!(0.0f16.to_degrees(), 0.0); assert_approx_eq!((-5.8f16).to_degrees(), -332.315521, TOL_P2); assert_approx_eq!(pi.to_degrees(), 180.0, TOL_P2); assert!(nan.to_degrees().is_nan()); assert_eq!(inf.to_degrees(), inf); assert_eq!(neg_inf.to_degrees(), neg_inf); assert_eq!(1_f16.to_degrees(), 57.2957795130823208767981548141051703); } #[test] fn test_to_radians() { let pi: f16 = consts::PI; let nan: f16 = f16::NAN; let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; assert_eq!(0.0f16.to_radians(), 0.0); assert_approx_eq!(154.6f16.to_radians(), 2.698279, TOL_0); assert_approx_eq!((-332.31f16).to_radians(), -5.799903, TOL_0); assert_approx_eq!(180.0f16.to_radians(), pi, TOL_0); assert!(nan.to_radians().is_nan()); assert_eq!(inf.to_radians(), inf); assert_eq!(neg_inf.to_radians(), neg_inf); } #[test] #[cfg(reliable_f16_math)] fn test_asinh() { assert_eq!(0.0f16.asinh(), 0.0f16); assert_eq!((-0.0f16).asinh(), -0.0f16); let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; let nan: f16 = f16::NAN; assert_eq!(inf.asinh(), inf); assert_eq!(neg_inf.asinh(), neg_inf); assert!(nan.asinh().is_nan()); assert!((-0.0f16).asinh().is_sign_negative()); // issue 63271 assert_approx_eq!(2.0f16.asinh(), 1.443635475178810342493276740273105f16, TOL_0); assert_approx_eq!((-2.0f16).asinh(), -1.443635475178810342493276740273105f16, TOL_0); // regression test for the catastrophic cancellation fixed in 72486 assert_approx_eq!((-200.0f16).asinh(), -5.991470797049389, TOL_0); // test for low accuracy from issue 104548 assert_approx_eq!(10.0f16, 10.0f16.sinh().asinh(), TOL_0); // mul needed for approximate comparison to be meaningful assert_approx_eq!(1.0f16, 1e-3f16.sinh().asinh() * 1e3f16, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_acosh() { assert_eq!(1.0f16.acosh(), 0.0f16); assert!(0.999f16.acosh().is_nan()); let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; let nan: f16 = f16::NAN; assert_eq!(inf.acosh(), inf); assert!(neg_inf.acosh().is_nan()); assert!(nan.acosh().is_nan()); assert_approx_eq!(2.0f16.acosh(), 1.31695789692481670862504634730796844f16, TOL_0); assert_approx_eq!(3.0f16.acosh(), 1.76274717403908605046521864995958461f16, TOL_0); // test for low accuracy from issue 104548 assert_approx_eq!(10.0f16, 10.0f16.cosh().acosh(), TOL_P2); } #[test] #[cfg(reliable_f16_math)] fn test_atanh() { assert_eq!(0.0f16.atanh(), 0.0f16); assert_eq!((-0.0f16).atanh(), -0.0f16); let inf: f16 = f16::INFINITY; let neg_inf: f16 = f16::NEG_INFINITY; let nan: f16 = f16::NAN; assert_eq!(1.0f16.atanh(), inf); assert_eq!((-1.0f16).atanh(), neg_inf); assert!(2f16.atanh().atanh().is_nan()); assert!((-2f16).atanh().atanh().is_nan()); assert!(inf.atanh().is_nan()); assert!(neg_inf.atanh().is_nan()); assert!(nan.atanh().is_nan()); assert_approx_eq!(0.5f16.atanh(), 0.54930614433405484569762261846126285f16, TOL_0); assert_approx_eq!((-0.5f16).atanh(), -0.54930614433405484569762261846126285f16, TOL_0); } #[test] #[cfg(reliable_f16_math)] fn test_gamma() { // precision can differ among platforms assert_approx_eq!(1.0f16.gamma(), 1.0f16, TOL_0); assert_approx_eq!(2.0f16.gamma(), 1.0f16, TOL_0); assert_approx_eq!(3.0f16.gamma(), 2.0f16, TOL_0); assert_approx_eq!(4.0f16.gamma(), 6.0f16, TOL_0); assert_approx_eq!(5.0f16.gamma(), 24.0f16, TOL_0); assert_approx_eq!(0.5f16.gamma(), consts::PI.sqrt(), TOL_0); assert_approx_eq!((-0.5f16).gamma(), -2.0 * consts::PI.sqrt(), TOL_0); assert_eq!(0.0f16.gamma(), f16::INFINITY); assert_eq!((-0.0f16).gamma(), f16::NEG_INFINITY); assert!((-1.0f16).gamma().is_nan()); assert!((-2.0f16).gamma().is_nan()); assert!(f16::NAN.gamma().is_nan()); assert!(f16::NEG_INFINITY.gamma().is_nan()); assert_eq!(f16::INFINITY.gamma(), f16::INFINITY); assert_eq!(171.71f16.gamma(), f16::INFINITY); } #[test] #[cfg(reliable_f16_math)] fn test_ln_gamma() { assert_approx_eq!(1.0f16.ln_gamma().0, 0.0f16, TOL_0); assert_eq!(1.0f16.ln_gamma().1, 1); assert_approx_eq!(2.0f16.ln_gamma().0, 0.0f16, TOL_0); assert_eq!(2.0f16.ln_gamma().1, 1); assert_approx_eq!(3.0f16.ln_gamma().0, 2.0f16.ln(), TOL_0); assert_eq!(3.0f16.ln_gamma().1, 1); assert_approx_eq!((-0.5f16).ln_gamma().0, (2.0 * consts::PI.sqrt()).ln(), TOL_0); assert_eq!((-0.5f16).ln_gamma().1, -1); } #[test] fn test_real_consts() { // FIXME(f16_f128): add math tests when available let pi: f16 = consts::PI; let frac_pi_2: f16 = consts::FRAC_PI_2; let frac_pi_3: f16 = consts::FRAC_PI_3; let frac_pi_4: f16 = consts::FRAC_PI_4; let frac_pi_6: f16 = consts::FRAC_PI_6; let frac_pi_8: f16 = consts::FRAC_PI_8; let frac_1_pi: f16 = consts::FRAC_1_PI; let frac_2_pi: f16 = consts::FRAC_2_PI; assert_approx_eq!(frac_pi_2, pi / 2f16, TOL_0); assert_approx_eq!(frac_pi_3, pi / 3f16, TOL_0); assert_approx_eq!(frac_pi_4, pi / 4f16, TOL_0); assert_approx_eq!(frac_pi_6, pi / 6f16, TOL_0); assert_approx_eq!(frac_pi_8, pi / 8f16, TOL_0); assert_approx_eq!(frac_1_pi, 1f16 / pi, TOL_0); assert_approx_eq!(frac_2_pi, 2f16 / pi, TOL_0); #[cfg(reliable_f16_math)] { let frac_2_sqrtpi: f16 = consts::FRAC_2_SQRT_PI; let sqrt2: f16 = consts::SQRT_2; let frac_1_sqrt2: f16 = consts::FRAC_1_SQRT_2; let e: f16 = consts::E; let log2_e: f16 = consts::LOG2_E; let log10_e: f16 = consts::LOG10_E; let ln_2: f16 = consts::LN_2; let ln_10: f16 = consts::LN_10; assert_approx_eq!(frac_2_sqrtpi, 2f16 / pi.sqrt(), TOL_0); assert_approx_eq!(sqrt2, 2f16.sqrt(), TOL_0); assert_approx_eq!(frac_1_sqrt2, 1f16 / 2f16.sqrt(), TOL_0); assert_approx_eq!(log2_e, e.log2(), TOL_0); assert_approx_eq!(log10_e, e.log10(), TOL_0); assert_approx_eq!(ln_2, 2f16.ln(), TOL_0); assert_approx_eq!(ln_10, 10f16.ln(), TOL_0); } } #[test] fn test_float_bits_conv() { assert_eq!((1f16).to_bits(), 0x3c00); assert_eq!((12.5f16).to_bits(), 0x4a40); assert_eq!((1337f16).to_bits(), 0x6539); assert_eq!((-14.25f16).to_bits(), 0xcb20); assert_approx_eq!(f16::from_bits(0x3c00), 1.0, TOL_0); assert_approx_eq!(f16::from_bits(0x4a40), 12.5, TOL_0); assert_approx_eq!(f16::from_bits(0x6539), 1337.0, TOL_P4); assert_approx_eq!(f16::from_bits(0xcb20), -14.25, TOL_0); // Check that NaNs roundtrip their bits regardless of signaling-ness let masked_nan1 = f16::NAN.to_bits() ^ NAN_MASK1; let masked_nan2 = f16::NAN.to_bits() ^ NAN_MASK2; assert!(f16::from_bits(masked_nan1).is_nan()); assert!(f16::from_bits(masked_nan2).is_nan()); assert_eq!(f16::from_bits(masked_nan1).to_bits(), masked_nan1); assert_eq!(f16::from_bits(masked_nan2).to_bits(), masked_nan2); } #[test] #[should_panic] fn test_clamp_min_greater_than_max() { let _ = 1.0f16.clamp(3.0, 1.0); } #[test] #[should_panic] fn test_clamp_min_is_nan() { let _ = 1.0f16.clamp(f16::NAN, 1.0); } #[test] #[should_panic] fn test_clamp_max_is_nan() { let _ = 1.0f16.clamp(3.0, f16::NAN); } #[test] fn test_total_cmp() { use core::cmp::Ordering; fn quiet_bit_mask() -> u16 { 1 << (f16::MANTISSA_DIGITS - 2) } // FIXME(f16_f128): test subnormals when powf is available // fn min_subnorm() -> f16 { // f16::MIN_POSITIVE / f16::powf(2.0, f16::MANTISSA_DIGITS as f16 - 1.0) // } // fn max_subnorm() -> f16 { // f16::MIN_POSITIVE - min_subnorm() // } fn q_nan() -> f16 { f16::from_bits(f16::NAN.to_bits() | quiet_bit_mask()) } fn s_nan() -> f16 { f16::from_bits((f16::NAN.to_bits() & !quiet_bit_mask()) + 42) } assert_eq!(Ordering::Equal, (-q_nan()).total_cmp(&-q_nan())); assert_eq!(Ordering::Equal, (-s_nan()).total_cmp(&-s_nan())); assert_eq!(Ordering::Equal, (-f16::INFINITY).total_cmp(&-f16::INFINITY)); assert_eq!(Ordering::Equal, (-f16::MAX).total_cmp(&-f16::MAX)); assert_eq!(Ordering::Equal, (-2.5_f16).total_cmp(&-2.5)); assert_eq!(Ordering::Equal, (-1.0_f16).total_cmp(&-1.0)); assert_eq!(Ordering::Equal, (-1.5_f16).total_cmp(&-1.5)); assert_eq!(Ordering::Equal, (-0.5_f16).total_cmp(&-0.5)); assert_eq!(Ordering::Equal, (-f16::MIN_POSITIVE).total_cmp(&-f16::MIN_POSITIVE)); // assert_eq!(Ordering::Equal, (-max_subnorm()).total_cmp(&-max_subnorm())); // assert_eq!(Ordering::Equal, (-min_subnorm()).total_cmp(&-min_subnorm())); assert_eq!(Ordering::Equal, (-0.0_f16).total_cmp(&-0.0)); assert_eq!(Ordering::Equal, 0.0_f16.total_cmp(&0.0)); // assert_eq!(Ordering::Equal, min_subnorm().total_cmp(&min_subnorm())); // assert_eq!(Ordering::Equal, max_subnorm().total_cmp(&max_subnorm())); assert_eq!(Ordering::Equal, f16::MIN_POSITIVE.total_cmp(&f16::MIN_POSITIVE)); assert_eq!(Ordering::Equal, 0.5_f16.total_cmp(&0.5)); assert_eq!(Ordering::Equal, 1.0_f16.total_cmp(&1.0)); assert_eq!(Ordering::Equal, 1.5_f16.total_cmp(&1.5)); assert_eq!(Ordering::Equal, 2.5_f16.total_cmp(&2.5)); assert_eq!(Ordering::Equal, f16::MAX.total_cmp(&f16::MAX)); assert_eq!(Ordering::Equal, f16::INFINITY.total_cmp(&f16::INFINITY)); assert_eq!(Ordering::Equal, s_nan().total_cmp(&s_nan())); assert_eq!(Ordering::Equal, q_nan().total_cmp(&q_nan())); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-s_nan())); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-f16::INFINITY)); assert_eq!(Ordering::Less, (-f16::INFINITY).total_cmp(&-f16::MAX)); assert_eq!(Ordering::Less, (-f16::MAX).total_cmp(&-2.5)); assert_eq!(Ordering::Less, (-2.5_f16).total_cmp(&-1.5)); assert_eq!(Ordering::Less, (-1.5_f16).total_cmp(&-1.0)); assert_eq!(Ordering::Less, (-1.0_f16).total_cmp(&-0.5)); assert_eq!(Ordering::Less, (-0.5_f16).total_cmp(&-f16::MIN_POSITIVE)); // assert_eq!(Ordering::Less, (-f16::MIN_POSITIVE).total_cmp(&-max_subnorm())); // assert_eq!(Ordering::Less, (-max_subnorm()).total_cmp(&-min_subnorm())); // assert_eq!(Ordering::Less, (-min_subnorm()).total_cmp(&-0.0)); assert_eq!(Ordering::Less, (-0.0_f16).total_cmp(&0.0)); // assert_eq!(Ordering::Less, 0.0_f16.total_cmp(&min_subnorm())); // assert_eq!(Ordering::Less, min_subnorm().total_cmp(&max_subnorm())); // assert_eq!(Ordering::Less, max_subnorm().total_cmp(&f16::MIN_POSITIVE)); assert_eq!(Ordering::Less, f16::MIN_POSITIVE.total_cmp(&0.5)); assert_eq!(Ordering::Less, 0.5_f16.total_cmp(&1.0)); assert_eq!(Ordering::Less, 1.0_f16.total_cmp(&1.5)); assert_eq!(Ordering::Less, 1.5_f16.total_cmp(&2.5)); assert_eq!(Ordering::Less, 2.5_f16.total_cmp(&f16::MAX)); assert_eq!(Ordering::Less, f16::MAX.total_cmp(&f16::INFINITY)); assert_eq!(Ordering::Less, f16::INFINITY.total_cmp(&s_nan())); assert_eq!(Ordering::Less, s_nan().total_cmp(&q_nan())); assert_eq!(Ordering::Greater, (-s_nan()).total_cmp(&-q_nan())); assert_eq!(Ordering::Greater, (-f16::INFINITY).total_cmp(&-s_nan())); assert_eq!(Ordering::Greater, (-f16::MAX).total_cmp(&-f16::INFINITY)); assert_eq!(Ordering::Greater, (-2.5_f16).total_cmp(&-f16::MAX)); assert_eq!(Ordering::Greater, (-1.5_f16).total_cmp(&-2.5)); assert_eq!(Ordering::Greater, (-1.0_f16).total_cmp(&-1.5)); assert_eq!(Ordering::Greater, (-0.5_f16).total_cmp(&-1.0)); assert_eq!(Ordering::Greater, (-f16::MIN_POSITIVE).total_cmp(&-0.5)); // assert_eq!(Ordering::Greater, (-max_subnorm()).total_cmp(&-f16::MIN_POSITIVE)); // assert_eq!(Ordering::Greater, (-min_subnorm()).total_cmp(&-max_subnorm())); // assert_eq!(Ordering::Greater, (-0.0_f16).total_cmp(&-min_subnorm())); assert_eq!(Ordering::Greater, 0.0_f16.total_cmp(&-0.0)); // assert_eq!(Ordering::Greater, min_subnorm().total_cmp(&0.0)); // assert_eq!(Ordering::Greater, max_subnorm().total_cmp(&min_subnorm())); // assert_eq!(Ordering::Greater, f16::MIN_POSITIVE.total_cmp(&max_subnorm())); assert_eq!(Ordering::Greater, 0.5_f16.total_cmp(&f16::MIN_POSITIVE)); assert_eq!(Ordering::Greater, 1.0_f16.total_cmp(&0.5)); assert_eq!(Ordering::Greater, 1.5_f16.total_cmp(&1.0)); assert_eq!(Ordering::Greater, 2.5_f16.total_cmp(&1.5)); assert_eq!(Ordering::Greater, f16::MAX.total_cmp(&2.5)); assert_eq!(Ordering::Greater, f16::INFINITY.total_cmp(&f16::MAX)); assert_eq!(Ordering::Greater, s_nan().total_cmp(&f16::INFINITY)); assert_eq!(Ordering::Greater, q_nan().total_cmp(&s_nan())); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-s_nan())); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-f16::INFINITY)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-f16::MAX)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-2.5)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-1.5)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-1.0)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-0.5)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-f16::MIN_POSITIVE)); // assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-max_subnorm())); // assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-min_subnorm())); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&-0.0)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&0.0)); // assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&min_subnorm())); // assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&max_subnorm())); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&f16::MIN_POSITIVE)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&0.5)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&1.0)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&1.5)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&2.5)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&f16::MAX)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&f16::INFINITY)); assert_eq!(Ordering::Less, (-q_nan()).total_cmp(&s_nan())); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-f16::INFINITY)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-f16::MAX)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-2.5)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-1.5)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-1.0)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-0.5)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-f16::MIN_POSITIVE)); // assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-max_subnorm())); // assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-min_subnorm())); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&-0.0)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&0.0)); // assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&min_subnorm())); // assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&max_subnorm())); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&f16::MIN_POSITIVE)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&0.5)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&1.0)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&1.5)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&2.5)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&f16::MAX)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&f16::INFINITY)); assert_eq!(Ordering::Less, (-s_nan()).total_cmp(&s_nan())); }