use super::*;
pick! {
if #[cfg(target_feature="avx512f")] {
#[derive(Default, Clone, Copy, PartialEq)]
#[repr(C, align(64))]
pub struct f32x16 { pub(crate) avx512: m512 }
} else {
#[derive(Default, Clone, Copy, PartialEq)]
#[repr(C, align(64))]
pub struct f32x16 { pub(crate) a : f32x8, pub(crate) b : f32x8 }
}
}
macro_rules! const_f32_as_f32x16 {
($i:ident, $f:expr) => {
#[allow(non_upper_case_globals)]
pub const $i: f32x16 = f32x16::new([$f; 16]);
};
}
impl_simd! {
unsafe {
T = f32,
N = 16,
Simd = f32x16,
optional_type_x86_inner { X86Inner = __m512 },
optional_type_arm_inner {},
optional_type_wasm_inner {},
}
#[inline]
fn simd_eq(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: cmp_op_mask_m512::<{cmp_op!(EqualOrdered)}>(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.simd_eq(rhs.a),
b : self.b.simd_eq(rhs.b),
}
}
}
}
#[inline]
fn simd_ne(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: cmp_op_mask_m512::<{cmp_op!(NotEqualUnordered)}>(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.simd_ne(rhs.a),
b : self.b.simd_ne(rhs.b),
}
}
}
}
#[inline]
fn simd_lt(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: cmp_op_mask_m512::<{cmp_op!(LessThanOrdered)}>(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.simd_lt(rhs.a),
b : self.b.simd_lt(rhs.b),
}
}
}
}
#[inline]
fn simd_gt(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: cmp_op_mask_m512::<{cmp_op!(GreaterThanOrdered)}>(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.simd_gt(rhs.a),
b : self.b.simd_gt(rhs.b),
}
}
}
}
#[inline]
fn simd_le(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: cmp_op_mask_m512::<{cmp_op!(LessEqualOrdered)}>(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.simd_le(rhs.a),
b : self.b.simd_le(rhs.b),
}
}
}
}
#[inline]
fn simd_ge(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: cmp_op_mask_m512::<{cmp_op!(GreaterEqualOrdered)}>(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.simd_ge(rhs.a),
b : self.b.simd_ge(rhs.b),
}
}
}
}
#[inline]
pub fn bitselect(self, if_one: Self, if_zero: Self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self {
avx512: bitor_m512(
bitand_m512(if_one.avx512, self.avx512),
bitandnot_m512(self.avx512, if_zero.avx512),
),
}
} else {
Self {
a: self.a.bitselect(if_one.a, if_zero.a),
b: self.b.bitselect(if_one.b, if_zero.b),
}
}
}
}
#[inline]
pub fn select(self, if_true: Self, if_false: Self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: blend_varying_m512(if_false.avx512, if_true.avx512, movepi32_mask_m512(self.avx512)) }
} else {
Self {
a : self.a.select(if_true.a, if_false.a),
b : self.b.select(if_true.b, if_false.b),
}
}
}
}
#[inline]
pub fn to_bitmask(self) -> u32 {
pick! {
if #[cfg(target_feature="avx512f")] {
movepi32_mask_m512(self.avx512) as u32
} else {
(self.b.to_bitmask() << 8) | self.a.to_bitmask()
}
}
}
#[inline]
pub fn any(self) -> bool {
pick! {
if #[cfg(target_feature="avx512f")] {
movepi32_mask_m512(self.avx512) != 0
} else {
self.a.any() || self.b.any()
}
}
}
#[inline]
pub fn all(self) -> bool {
pick! {
if #[cfg(target_feature="avx512f")] {
movepi32_mask_m512(self.avx512) == !0_u16
} else {
self.a.all() && self.b.all()
}
}
}
#[inline]
pub fn transpose(data: [f32x16; 16]) -> [f32x16; 16] {
#[inline(always)]
fn transpose_column(data: &[f32x16; 16], index: usize) -> f32x16 {
f32x16::new([
data[0].as_array()[index],
data[1].as_array()[index],
data[2].as_array()[index],
data[3].as_array()[index],
data[4].as_array()[index],
data[5].as_array()[index],
data[6].as_array()[index],
data[7].as_array()[index],
data[8].as_array()[index],
data[9].as_array()[index],
data[10].as_array()[index],
data[11].as_array()[index],
data[12].as_array()[index],
data[13].as_array()[index],
data[14].as_array()[index],
data[15].as_array()[index],
])
}
[
transpose_column(&data, 0),
transpose_column(&data, 1),
transpose_column(&data, 2),
transpose_column(&data, 3),
transpose_column(&data, 4),
transpose_column(&data, 5),
transpose_column(&data, 6),
transpose_column(&data, 7),
transpose_column(&data, 8),
transpose_column(&data, 9),
transpose_column(&data, 10),
transpose_column(&data, 11),
transpose_column(&data, 12),
transpose_column(&data, 13),
transpose_column(&data, 14),
transpose_column(&data, 15),
]
}
}
impl_simd_float! {
unsafe {
T = f32,
N = 16,
Simd = f32x16,
UnsignedT = u32,
UnsignedSimd = u32x16,
}
old_powf_simd_fn_name = pow_f32x16,
#[inline]
fn neg(self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: bitxor_m512(self.avx512, Self::splat(-0.0).avx512) }
} else {
Self {
a : self.a.neg(),
b : self.b.neg(),
}
}
}
}
#[inline]
fn not(self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: bitxor_m512(self.avx512, set_splat_m512(f32::from_bits(u32::MAX))) }
} else {
Self {
a : self.a.not(),
b : self.b.not(),
}
}
}
}
#[inline]
fn add(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: add_m512(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.add(rhs.a),
b : self.b.add(rhs.b),
}
}
}
}
#[inline]
fn sub(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: sub_m512(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.sub(rhs.a),
b : self.b.sub(rhs.b),
}
}
}
}
#[inline]
fn mul(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: mul_m512(self.avx512, rhs.avx512) }
} else {
Self { a: self.a.mul(rhs.a), b: self.b.mul(rhs.b) }
}
}
}
#[inline]
fn div(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: div_m512(self.avx512, rhs.avx512) }
} else {
Self { a: self.a.div(rhs.a), b: self.b.div(rhs.b) }
}
}
}
#[inline]
fn rem(self, rhs: Self) -> Self::Output {
Self::new([
self.to_array()[0] % rhs.to_array()[0],
self.to_array()[1] % rhs.to_array()[1],
self.to_array()[2] % rhs.to_array()[2],
self.to_array()[3] % rhs.to_array()[3],
self.to_array()[4] % rhs.to_array()[4],
self.to_array()[5] % rhs.to_array()[5],
self.to_array()[6] % rhs.to_array()[6],
self.to_array()[7] % rhs.to_array()[7],
self.to_array()[8] % rhs.to_array()[8],
self.to_array()[9] % rhs.to_array()[9],
self.to_array()[10] % rhs.to_array()[10],
self.to_array()[11] % rhs.to_array()[11],
self.to_array()[12] % rhs.to_array()[12],
self.to_array()[13] % rhs.to_array()[13],
self.to_array()[14] % rhs.to_array()[14],
self.to_array()[15] % rhs.to_array()[15],
])
}
#[inline]
fn bitand(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: bitand_m512(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.bitand(rhs.a),
b : self.b.bitand(rhs.b),
}
}
}
}
#[inline]
fn bitor(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: bitor_m512(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.bitor(rhs.a),
b : self.b.bitor(rhs.b),
}
}
}
}
#[inline]
fn bitxor(self, rhs: Self) -> Self::Output {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: bitxor_m512(self.avx512, rhs.avx512) }
} else {
Self {
a : self.a.bitxor(rhs.a),
b : self.b.bitxor(rhs.b),
}
}
}
}
#[inline]
pub fn reduce_add(self) -> f32 {
pick! {
if #[cfg(target_feature="avx512f")]{
reduce_add_m512(self.avx512)
} else {
self.a.reduce_add() + self.b.reduce_add()
}
}
}
#[inline]
pub fn reduce_mul(self) -> f32 {
pick! {
if #[cfg(target_feature="avx512f")] {
#[cfg(target_arch = "x86")]
use core::arch::x86::_mm512_reduce_mul_ps;
#[cfg(target_arch = "x86_64")]
use core::arch::x86_64::_mm512_reduce_mul_ps;
unsafe { _mm512_reduce_mul_ps(self.avx512.0) }
} else {
self.a.reduce_mul() * self.b.reduce_mul()
}
}
}
#[inline]
pub fn is_nan(self) -> Self {
pick! {
if #[cfg(target_feature = "avx512f")] {
Self { avx512: cmp_op_mask_m512::<{cmp_op!(Unordered)}>(self.avx512, self.avx512) }
} else {
Self {
a: self.a.is_nan(),
b: self.b.is_nan(),
}
}
}
}
#[inline]
pub fn is_inf(self) -> Self {
let shifted_inf = u32x16::from(0xFF000000);
let u: u32x16 = cast(self);
let shift_u = u << 1_u64;
let out = (shift_u).simd_eq(shifted_inf);
cast(out)
}
#[inline]
pub fn is_finite(self) -> Self {
let shifted_exp_mask = u32x16::splat(0xFF000000);
let u: u32x16 = cast(self);
let shift_u = u << 1_u32;
let out = !(shift_u & shifted_exp_mask).simd_eq(shifted_exp_mask);
cast(out)
}
#[inline]
pub fn is_sign_positive(self) -> Self {
const SIGN_MASK: u32x16 = u32x16::splat((-0.0_f32).to_bits());
let bits = cast::<f32x16, u32x16>(self);
let sign = bits & SIGN_MASK;
let result = sign.simd_eq(u32x16::ZERO);
cast::<u32x16, f32x16>(result)
}
#[inline]
pub fn is_sign_negative(self) -> Self {
const SIGN_MASK: u32x16 = u32x16::splat((-0.0_f32).to_bits());
let bits = cast::<f32x16, u32x16>(self);
let sign = bits & SIGN_MASK;
let result = sign.simd_eq(SIGN_MASK);
cast::<u32x16, f32x16>(result)
}
#[inline]
pub fn recip(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
1.0 / self
} else {
Self {
a : self.a.recip(),
b : self.b.recip(),
}
}
}
}
#[inline]
pub fn recip_sqrt(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
self.sqrt().recip()
} else {
Self {
a : self.a.recip_sqrt(),
b : self.b.recip_sqrt(),
}
}
}
}
#[inline]
pub fn max(self, rhs: Self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
rhs.is_nan().select(self, Self { avx512: max_m512(self.avx512, rhs.avx512) })
} else {
Self {
a: self.a.max(rhs.a),
b: self.b.max(rhs.b),
}
}
}
}
#[inline]
pub fn fast_max(self, rhs: Self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: max_m512(self.avx512, rhs.avx512) }
} else {
Self {
a: self.a.fast_max(rhs.a),
b: self.b.fast_max(rhs.b),
}
}
}
}
#[inline]
pub fn min(self, rhs: Self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
rhs.is_nan().select(self, Self { avx512: min_m512(self.avx512, rhs.avx512) })
} else {
Self {
a: self.a.min(rhs.a),
b: self.b.min(rhs.b),
}
}
}
}
#[inline]
pub fn fast_min(self, rhs: Self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: min_m512(self.avx512, rhs.avx512) }
} else {
Self {
a: self.a.fast_min(rhs.a),
b: self.b.fast_min(rhs.b),
}
}
}
}
#[inline]
pub fn clamp(self, min: Self, max: Self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
self.fast_clamp(min, max) | min.is_nan() | max.is_nan()
} else {
Self {
a: self.a.clamp(min.a, max.a),
b: self.b.clamp(min.b, max.b),
}
}
}
}
#[inline]
pub fn fast_clamp(self, min: Self, max: Self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: max_m512(min.avx512, min_m512(max.avx512, self.avx512)) }
} else {
Self {
a: self.a.fast_clamp(min.a, max.a),
b: self.b.fast_clamp(min.b, max.b),
}
}
}
}
#[inline]
pub fn abs(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
let non_sign_bits = f32x16::from(f32::from_bits(i32::MAX as u32));
self & non_sign_bits
} else {
Self {
a : self.a.abs(),
b : self.b.abs(),
}
}
}
}
#[inline]
pub fn floor(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: round_m512::<{round_op!(NegInf)}>(self.avx512) }
} else {
Self {
a : self.a.floor(),
b : self.b.floor(),
}
}
}
}
#[inline]
pub fn ceil(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: round_m512::<{round_op!(PosInf)}>(self.avx512) }
} else {
Self {
a : self.a.ceil(),
b : self.b.ceil(),
}
}
}
}
#[inline]
pub fn round(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
const_f32_as_f32x16!(HALF_NEXT_DOWN, 0.5_f32.next_down());
const_f32_as_f32x16!(BOUNDS_LIMIT, 8388608.0);
let self_abs = self.abs();
let adjusted_self = self_abs + Self::HALF;
let result_abs = Self { avx512: round_m512::<{round_op!(Zero)}>(adjusted_self.avx512) };
let result_abs = result_abs & self_abs.simd_ne(HALF_NEXT_DOWN);
let bounds_mask: Self = cast(cmp_op_mask_i32_m512i::<{cmp_int_op!(Lt)}>(
cast(self_abs),
cast(BOUNDS_LIMIT),
));
bounds_mask.abs().bitselect(result_abs, self)
} else {
Self {
a: self.a.round(),
b: self.b.round(),
}
}
}
}
#[inline]
pub fn round_int(self) -> i32x16 {
pick! {
if #[cfg(target_feature="avx512f")] {
let non_nan_mask = self.simd_eq(self);
let non_nan = self & non_nan_mask;
let flip_to_max: i32x16 = cast(self.simd_ge(Self::splat(2147483648.0)));
let cast: i32x16 = cast(convert_to_i32_m512i_from_m512(non_nan.avx512));
flip_to_max ^ cast
} else {
i32x16 {
a: self.a.round_int(),
b: self.b.round_int(),
}
}
}
}
#[inline]
pub fn fast_round_int(self) -> i32x16 {
pick! {
if #[cfg(target_feature="avx512f")] {
cast(convert_to_i32_m512i_from_m512(self.avx512))
} else {
i32x16 {
a: self.a.fast_round_int(),
b: self.b.fast_round_int(),
}
}
}
}
#[inline]
pub fn round_ties_even(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: round_m512::<{round_op!(Nearest)}>(self.avx512) }
} else {
Self {
a: self.a.round_ties_even(),
b: self.b.round_ties_even(),
}
}
}
}
#[inline]
pub fn trunc(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: round_m512::<{round_op!(Zero)}>(self.avx512) }
} else {
Self {
a: self.a.trunc(),
b: self.b.trunc(),
}
}
}
}
#[inline]
pub fn trunc_int(self) -> i32x16 {
pick! {
if #[cfg(target_feature="avx512f")] {
let non_nan_mask = self.simd_eq(self);
let non_nan = self & non_nan_mask;
let flip_to_max: i32x16 = cast(self.simd_ge(Self::splat(2147483648.0)));
let cast: i32x16 = cast(convert_truncate_m512_i32_m512i(non_nan.avx512));
flip_to_max ^ cast
} else {
cast([
self.a.trunc_int(),
self.b.trunc_int(),
])
}
}
}
#[inline]
pub fn fast_trunc_int(self) -> i32x16 {
pick! {
if #[cfg(all(target_feature="avx512f"))] {
cast(convert_truncate_m512_i32_m512i(self.avx512))
} else {
cast([
self.a.fast_trunc_int(),
self.b.fast_trunc_int(),
])
}
}
}
#[inline]
pub fn mul_add(self, a: Self, b: Self) -> Self {
pick! {
if #[cfg(all(target_feature="avx512f",target_feature="fma"))] {
Self { avx512: fused_mul_add_m512(self.avx512, a.avx512, b.avx512) }
} else if #[cfg(target_feature="avx512f")] {
(self * a) + b
} else {
Self {
a: self.a.mul_add(a.a, b.a),
b: self.b.mul_add(a.b, b.b),
}
}
}
}
#[inline]
pub fn mul_sub(self, a: Self, b: Self) -> Self {
pick! {
if #[cfg(all(target_feature="avx512f",target_feature="fma"))] {
Self { avx512: fused_mul_sub_m512(self.avx512, a.avx512, b.avx512) }
} else if #[cfg(target_feature="avx512f")] {
(self * a) - b
} else {
Self {
a: self.a.mul_sub(a.a, b.a),
b: self.b.mul_sub(a.b, b.b),
}
}
}
}
#[inline]
pub fn mul_neg_add(self, a: Self, b: Self) -> Self {
pick! {
if #[cfg(all(target_feature="avx512f",target_feature="fma"))] {
Self { avx512: fused_mul_neg_add_m512(self.avx512, a.avx512, b.avx512) }
} else if #[cfg(target_feature="avx512f")] {
b - (self * a)
} else {
Self {
a: self.a.mul_neg_add(a.a, b.a),
b: self.b.mul_neg_add(a.b, b.b),
}
}
}
}
#[inline]
pub fn mul_neg_sub(self, a: Self, b: Self) -> Self {
pick! {
if #[cfg(all(target_feature="avx512f",target_feature="fma"))] {
Self { avx512: fused_mul_neg_sub_m512(self.avx512, a.avx512, b.avx512) }
} else if #[cfg(target_feature="avx512f")] {
-(self * a) - b
} else {
Self {
a: self.a.mul_neg_sub(a.a, b.a),
b: self.b.mul_neg_sub(a.b, b.b),
}
}
}
}
#[inline]
pub fn powf_simd(self, n: Self) -> Self {
const_f32_as_f32x16!(ln2f_hi, 0.693359375);
const_f32_as_f32x16!(ln2f_lo, -2.12194440e-4);
const_f32_as_f32x16!(P0logf, 3.3333331174E-1);
const_f32_as_f32x16!(P1logf, -2.4999993993E-1);
const_f32_as_f32x16!(P2logf, 2.0000714765E-1);
const_f32_as_f32x16!(P3logf, -1.6668057665E-1);
const_f32_as_f32x16!(P4logf, 1.4249322787E-1);
const_f32_as_f32x16!(P5logf, -1.2420140846E-1);
const_f32_as_f32x16!(P6logf, 1.1676998740E-1);
const_f32_as_f32x16!(P7logf, -1.1514610310E-1);
const_f32_as_f32x16!(P8logf, 7.0376836292E-2);
const_f32_as_f32x16!(p2expf, 1.0 / 2.0); const_f32_as_f32x16!(p3expf, 1.0 / 6.0);
const_f32_as_f32x16!(p4expf, 1.0 / 24.0);
const_f32_as_f32x16!(p5expf, 1.0 / 120.0);
const_f32_as_f32x16!(p6expf, 1.0 / 720.0);
const_f32_as_f32x16!(p7expf, 1.0 / 5040.0);
let x1 = self.abs();
let x = x1.fraction_2();
let mask = x.simd_gt(f32x16::SQRT_2 * f32x16::HALF);
let x = (!mask).select(x + x, x);
let x = x - f32x16::ONE;
let x2 = x * x;
let lg1 = polynomial_8!(
x, P0logf, P1logf, P2logf, P3logf, P4logf, P5logf, P6logf, P7logf, P8logf
);
let lg1 = lg1 * x2 * x;
let ef = x1.exponent();
let ef = mask.select(ef + f32x16::ONE, ef);
let e1 = (ef * n).round_ties_even();
let yr = ef.mul_sub(n, e1);
let lg = f32x16::HALF.mul_neg_add(x2, x) + lg1;
let x2_err = (f32x16::HALF * x).mul_sub(x, f32x16::HALF * x2);
let lg_err = f32x16::HALF.mul_add(x2, lg - x) - lg1;
let e2 = (lg * n * f32x16::LOG2_E).round_ties_even();
let v = lg.mul_sub(n, e2 * ln2f_hi);
let v = e2.mul_neg_add(ln2f_lo, v);
let v = v - (lg_err + x2_err).mul_sub(n, yr * f32x16::LN_2);
let x = v;
let e3 = (x * f32x16::LOG2_E).round_ties_even();
let x = e3.mul_neg_add(f32x16::LN_2, x);
let x2 = x * x;
let z = x2.mul_add(
polynomial_5!(x, p2expf, p3expf, p4expf, p5expf, p6expf, p7expf),
x + f32x16::ONE,
);
let ee = e1 + e2 + e3;
let ei = cast::<_, i32x16>(ee.round_int());
let ej = cast::<_, i32x16>(ei + (cast::<_, i32x16>(z) >> 23));
let overflow = cast::<_, f32x16>(ej.simd_gt(i32x16::splat(0x0FF)))
| (ee.simd_gt(f32x16::splat(300.0)));
let underflow = cast::<_, f32x16>(ej.simd_lt(i32x16::splat(0x000)))
| (ee.simd_lt(f32x16::splat(-300.0)));
let z = cast::<_, f32x16>(cast::<_, i32x16>(z) + (ei << 23));
let z = underflow.select(f32x16::ZERO, z);
let z = overflow.select(Self::infinity(), z);
let x_zero = self.is_zero_or_subnormal();
let z = x_zero.select(
n.simd_lt(f32x16::ZERO).select(
Self::infinity(),
n.simd_eq(f32x16::ZERO).select(f32x16::ONE, f32x16::ZERO),
),
z,
);
let x_sign = self.is_sign_negative();
let z = if x_sign.any() {
let yi = n.simd_eq(n.round_ties_even());
let y_odd = cast::<i32x16, f32x16>(n.round_int() << 31);
let z1 = yi
.select(z | y_odd, self.simd_eq(Self::ZERO).select(z, Self::nan_pow()));
x_sign.select(z1, z)
} else {
z
};
let x_finite = self.is_finite();
let y_finite = n.is_finite();
let e_finite = ee.is_finite();
if (x_finite & y_finite & (e_finite | x_zero)).all() {
return z;
}
(self.is_nan() | n.is_nan()).select(self + n, z)
}
#[inline]
pub fn sqrt(self) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: sqrt_m512(self.avx512) }
} else {
Self {
a : self.a.sqrt(),
b : self.b.sqrt(),
}
}
}
}
#[inline]
pub fn exp(self) -> Self {
const_f32_as_f32x16!(P0, 1.0 / 2.0);
const_f32_as_f32x16!(P1, 1.0 / 6.0);
const_f32_as_f32x16!(P2, 1.0 / 24.0);
const_f32_as_f32x16!(P3, 1.0 / 120.0);
const_f32_as_f32x16!(P4, 1.0 / 720.0);
const_f32_as_f32x16!(P5, 1.0 / 5040.0);
const_f32_as_f32x16!(LN2D_HI, 0.693359375);
const_f32_as_f32x16!(LN2D_LO, -2.12194440e-4);
let max_x = f32x16::from(88.723);
let min_x = f32x16::from(-103.63);
let finite = self.is_finite();
let neg_underflow = self.simd_lt(min_x) & finite;
if neg_underflow.all() {
return Self::ZERO;
}
let max_r = f32x16::from(127.0);
let r = (self * Self::LOG2_E).round_ties_even();
let big = r.simd_gt(max_r);
let r_safe = big.select(max_r, r);
let excess = r - max_r;
let excess = big.select(excess, Self::ZERO);
let scale = Self::vm_pow2n(excess);
let x = r.mul_neg_add(LN2D_HI, self);
let x = r.mul_neg_add(LN2D_LO, x);
let z = polynomial_5!(x, P0, P1, P2, P3, P4, P5);
let x2 = x * x;
let z = z.mul_add(x2, x);
let n2 = Self::vm_pow2n(r_safe);
let z = (z + Self::ONE) * scale * n2;
let nan_mask = self.is_nan();
let mut result = nan_mask.select(Self::nan_pow(), z);
let pos_overflow = self.simd_gt(max_x) & finite;
result = pos_overflow.select(Self::infinity(), result);
result = neg_underflow.select(Self::ZERO, result);
let pos_inf = !finite & !self.is_sign_negative() & !nan_mask;
result = pos_inf.select(Self::infinity(), result);
let neg_inf = !finite & self.is_sign_negative() & !nan_mask;
result = neg_inf.select(Self::ZERO, result);
result
}
#[inline]
pub fn exp2(self) -> Self {
const_f32_as_f32x16!(P2, 1.0 / 2.0);
const_f32_as_f32x16!(P3, 1.0 / 6.0);
const_f32_as_f32x16!(P4, 1.0 / 24.0);
const_f32_as_f32x16!(P5, 1.0 / 120.0);
const_f32_as_f32x16!(P6, 1.0 / 720.0);
const_f32_as_f32x16!(P7, 1.0 / 5040.0);
let max_x = f32x16::from(127.99999);
let min_x = f32x16::from(-149.5);
let finite = self.is_finite();
let neg_underflow = self.simd_lt(min_x) & finite;
if neg_underflow.all() {
return Self::ZERO;
}
let round = self.round_ties_even();
let max_r = f32x16::from(127.0);
let big = round.simd_gt(max_r);
let r_safe = big.select(max_r, round);
let excess = round - max_r;
let excess = big.select(excess, Self::ZERO);
let scale = Self::vm_pow2n(excess);
let fract = (self - round) * Self::LN_2;
let fract_partial_exp2 = polynomial_5!(fract, P2, P3, P4, P5, P6, P7);
let fract2 = fract * fract;
let fract_exp2 = fract_partial_exp2.mul_add(fract2, fract) + Self::ONE;
let n2 = Self::vm_pow2n(r_safe);
let result = fract_exp2 * scale * n2;
let nan_mask = self.is_nan();
let mut result = nan_mask.select(Self::nan_pow(), result);
let pos_overflow = self.simd_gt(max_x) & finite;
result = pos_overflow.select(Self::infinity(), result);
result = neg_underflow.select(Self::ZERO, result);
let pos_inf = !finite & !self.is_sign_negative() & !nan_mask;
result = pos_inf.select(Self::infinity(), result);
let neg_inf = !finite & self.is_sign_negative() & !nan_mask;
result = neg_inf.select(Self::ZERO, result);
result
}
#[inline]
pub fn ln(self) -> Self {
const_f32_as_f32x16!(HALF, 0.5);
const_f32_as_f32x16!(P0, 3.3333331174E-1);
const_f32_as_f32x16!(P1, -2.4999993993E-1);
const_f32_as_f32x16!(P2, 2.0000714765E-1);
const_f32_as_f32x16!(P3, -1.6668057665E-1);
const_f32_as_f32x16!(P4, 1.4249322787E-1);
const_f32_as_f32x16!(P5, -1.2420140846E-1);
const_f32_as_f32x16!(P6, 1.1676998740E-1);
const_f32_as_f32x16!(P7, -1.1514610310E-1);
const_f32_as_f32x16!(P8, 7.0376836292E-2);
const_f32_as_f32x16!(LN2F_HI, 0.693359375);
const_f32_as_f32x16!(LN2F_LO, -2.12194440e-4);
const_f32_as_f32x16!(VM_SMALLEST_NORMAL, 1.17549435E-38);
let x1 = self;
let x = Self::fraction_2(x1);
let e = Self::exponent(x1);
let mask = x.simd_gt(Self::SQRT_2 * HALF);
let x = (!mask).select(x + x, x);
let fe = mask.select(e + Self::ONE, e);
let x = x - Self::ONE;
let res = polynomial_8!(x, P0, P1, P2, P3, P4, P5, P6, P7, P8);
let x2 = x * x;
let res = x2 * x * res;
let res = fe.mul_add(LN2F_LO, res);
let res = res + x2.mul_neg_add(HALF, x);
let res = fe.mul_add(LN2F_HI, res);
let overflow = !self.is_finite();
let underflow = x1.simd_lt(VM_SMALLEST_NORMAL);
let mask = overflow | underflow;
if !mask.any() {
res
} else {
let is_zero = self.is_zero_or_subnormal();
let res = underflow.select(Self::nan_log(), res);
let res = is_zero.select(-Self::infinity(), res);
let res = overflow.select(self, res);
let res = (!self.is_finite() & self.is_sign_negative())
.select(Self::nan_log(), res);
res
}
}
#[inline]
pub fn cbrt(self) -> Self {
let a = self.abs();
let zero = a.simd_eq(Self::ZERO);
if zero.all() {
return self; }
let inf = a.is_inf();
let nan = self.is_nan();
let tiny = a.simd_lt(Self::from(f32::MIN_POSITIVE));
let a_work = tiny.select(a * Self::from(16777216.0), a);
let e = Self::exponent(a_work) + Self::ONE;
let d = Self::fraction_2(a_work);
const_f32_as_f32x16!(C0, 2.2241257);
const_f32_as_f32x16!(C1, -3.8095417);
const_f32_as_f32x16!(C2, 5.8982625);
const_f32_as_f32x16!(C3, -5.532182);
const_f32_as_f32x16!(C4, 2.8208892);
const_f32_as_f32x16!(C5, -0.60156447);
let mut x = polynomial_5!(d, C0, C1, C2, C3, C4, C5);
let x2 = x * x;
let x4 = x2 * x2;
x = x - d.mul_add(x4, -x) * Self::from(1.0 / 3.0);
let mut y = (d * x) * x;
let yx = y * x;
let t = Self::from(2.0 / 3.0);
y = y - t * y * (yx - Self::ONE);
let three = Self::from(3.0);
let two = Self::from(2.0);
let neg = e.simd_lt(Self::ZERO);
let e_adj = neg.select(e - two, e);
let k = (e_adj / three).trunc();
let r = e - three * k;
const_f32_as_f32x16!(CBRT2, 1.259921);
const_f32_as_f32x16!(CBRT4, 1.587401);
y = r.simd_eq(Self::ONE).select(y * CBRT2, y);
y = r.simd_eq(two).select(y * CBRT4, y);
y *= Self::vm_pow2n(k);
y = tiny.select(y / Self::from(256.0_f32), y);
let result = y.flip_signs(self);
let result = nan.select(self, result);
let result = zero.select(self, result);
let result = inf.select(self, result);
result
}
#[inline]
pub fn asin(self) -> Self {
const_f32_as_f32x16!(P4asinf, 4.2163199048E-2);
const_f32_as_f32x16!(P3asinf, 2.4181311049E-2);
const_f32_as_f32x16!(P2asinf, 4.5470025998E-2);
const_f32_as_f32x16!(P1asinf, 7.4953002686E-2);
const_f32_as_f32x16!(P0asinf, 1.6666752422E-1);
let xa = self.abs();
let big = xa.simd_ge(f32x16::splat(0.5));
let x1 = f32x16::splat(0.5) * (f32x16::ONE - xa);
let x2 = xa * xa;
let x3 = big.select(x1, x2);
let xb = x1.sqrt();
let x4 = big.select(xb, xa);
let z = polynomial_4!(x3, P0asinf, P1asinf, P2asinf, P3asinf, P4asinf);
let z = z.mul_add(x3 * x4, x4);
let z1 = z + z;
let z3 = f32x16::FRAC_PI_2 - z1;
let asin = big.select(z3, z);
let asin = asin.flip_signs(self);
asin
}
#[inline]
pub fn acos(self) -> Self {
const_f32_as_f32x16!(P4asinf, 4.2163199048E-2);
const_f32_as_f32x16!(P3asinf, 2.4181311049E-2);
const_f32_as_f32x16!(P2asinf, 4.5470025998E-2);
const_f32_as_f32x16!(P1asinf, 7.4953002686E-2);
const_f32_as_f32x16!(P0asinf, 1.6666752422E-1);
let xa = self.abs();
let big = xa.simd_ge(f32x16::splat(0.5));
let x1 = f32x16::splat(0.5) * (f32x16::ONE - xa);
let x2 = xa * xa;
let x3 = big.select(x1, x2);
let xb = x1.sqrt();
let x4 = big.select(xb, xa);
let z = polynomial_4!(x3, P0asinf, P1asinf, P2asinf, P3asinf, P4asinf);
let z = z.mul_add(x3 * x4, x4);
let z1 = z + z;
let z3 = self.simd_lt(f32x16::ZERO).select(f32x16::PI - z1, z1);
let z4 = f32x16::FRAC_PI_2 - z.flip_signs(self);
let acos = big.select(z3, z4);
acos
}
#[inline]
pub fn atan(self) -> Self {
const_f32_as_f32x16!(P3atanf, 8.05374449538E-2);
const_f32_as_f32x16!(P2atanf, -1.38776856032E-1);
const_f32_as_f32x16!(P1atanf, 1.99777106478E-1);
const_f32_as_f32x16!(P0atanf, -3.33329491539E-1);
let t = self.abs();
let notsmal = t.simd_ge(Self::SQRT_2 - Self::ONE);
let notbig = t.simd_le(Self::SQRT_2 + Self::ONE);
let mut s = notbig.select(Self::FRAC_PI_4, Self::FRAC_PI_2);
s = notsmal & s;
let mut a = notbig & t;
a = notsmal.select(a - Self::ONE, a);
let mut b = notbig & Self::ONE;
b = notsmal.select(b + t, b);
let z = a / b;
let zz = z * z;
let mut re = polynomial_3!(zz, P0atanf, P1atanf, P2atanf, P3atanf);
re = re.mul_add(zz * z, z) + s;
re = (self.is_sign_negative()).select(-re, re);
re
}
#[inline]
pub fn atan2(self, x: Self) -> Self {
const_f32_as_f32x16!(P3atanf, 8.05374449538E-2);
const_f32_as_f32x16!(P2atanf, -1.38776856032E-1);
const_f32_as_f32x16!(P1atanf, 1.99777106478E-1);
const_f32_as_f32x16!(P0atanf, -3.33329491539E-1);
let y = self;
let x1 = x.abs();
let y1 = y.abs();
let swapxy = y1.simd_gt(x1);
let mut x2 = swapxy.select(y1, x1);
let mut y2 = swapxy.select(x1, y1);
let both_infinite = x.is_inf() & y.is_inf();
if both_infinite.any() {
let minus_one = -Self::ONE;
x2 = both_infinite.select(x2 & minus_one, x2);
y2 = both_infinite.select(y2 & minus_one, y2);
}
let t = y2 / x2;
let notsmal = t.simd_ge(Self::SQRT_2 - Self::ONE);
let a = notsmal.select(t - Self::ONE, t);
let b = notsmal.select(t + Self::ONE, Self::ONE);
let s = notsmal & Self::FRAC_PI_4;
let z = a / b;
let zz = z * z;
let mut re = polynomial_3!(zz, P0atanf, P1atanf, P2atanf, P3atanf);
re = re.mul_add(zz * z, z) + s;
re = swapxy.select(Self::FRAC_PI_2 - re, re);
re = ((x | y).simd_eq(Self::ZERO)).select(Self::ZERO, re);
re = (x.is_sign_negative()).select(Self::PI - re, re);
re = (y.is_sign_negative()).select(-re, re);
re
}
#[inline]
pub fn sin_cos(self) -> (Self, Self) {
const_f32_as_f32x16!(DP1F, 0.78515625_f32 * 2.0);
const_f32_as_f32x16!(DP2F, 2.4187564849853515625E-4_f32 * 2.0);
const_f32_as_f32x16!(DP3F, 3.77489497744594108E-8_f32 * 2.0);
const_f32_as_f32x16!(P0sinf, -1.6666654611E-1);
const_f32_as_f32x16!(P1sinf, 8.3321608736E-3);
const_f32_as_f32x16!(P2sinf, -1.9515295891E-4);
const_f32_as_f32x16!(P0cosf, 4.166664568298827E-2);
const_f32_as_f32x16!(P1cosf, -1.388731625493765E-3);
const_f32_as_f32x16!(P2cosf, 2.443315711809948E-5);
const_f32_as_f32x16!(TWO_OVER_PI, 2.0 / core::f32::consts::PI);
let xa = self.abs();
let y = (xa * TWO_OVER_PI).round_ties_even();
let q: i32x16 = y.round_int();
let x = y.mul_neg_add(DP3F, y.mul_neg_add(DP2F, y.mul_neg_add(DP1F, xa)));
let x2 = x * x;
let mut s = polynomial_2!(x2, P0sinf, P1sinf, P2sinf) * (x * x2) + x;
let mut c = polynomial_2!(x2, P0cosf, P1cosf, P2cosf) * (x2 * x2)
+ f32x16::from(0.5).mul_neg_add(x2, f32x16::from(1.0));
let swap = !(q & i32x16::from(1)).simd_eq(i32x16::from(0));
let mut overflow: f32x16 = cast(q.simd_gt(i32x16::from(0x2000000)));
overflow &= xa.is_finite();
s = overflow.select(f32x16::from(0.0), s);
c = overflow.select(f32x16::from(1.0), c);
let mut sin1 = cast::<_, f32x16>(swap).select(c, s);
let sign_sin: i32x16 = (q << 30) ^ cast::<_, i32x16>(self);
sin1 = sin1.flip_signs(cast(sign_sin));
let mut cos1 = cast::<_, f32x16>(swap).select(s, c);
let sign_cos: i32x16 = ((q + i32x16::from(1)) & i32x16::from(2)) << 30;
cos1 ^= cast::<_, f32x16>(sign_cos);
let finite = self.is_finite();
let nan = Self::splat(f32::NAN);
let sin_final = finite.select(sin1, nan);
let cos_final = finite.select(cos1, nan);
(sin_final, cos_final)
}
#[inline]
pub fn asin_acos(self) -> (Self, Self) {
const_f32_as_f32x16!(P4asinf, 4.2163199048E-2);
const_f32_as_f32x16!(P3asinf, 2.4181311049E-2);
const_f32_as_f32x16!(P2asinf, 4.5470025998E-2);
const_f32_as_f32x16!(P1asinf, 7.4953002686E-2);
const_f32_as_f32x16!(P0asinf, 1.6666752422E-1);
let xa = self.abs();
let big = xa.simd_ge(f32x16::splat(0.5));
let x1 = f32x16::splat(0.5) * (f32x16::ONE - xa);
let x2 = xa * xa;
let x3 = big.select(x1, x2);
let xb = x1.sqrt();
let x4 = big.select(xb, xa);
let z = polynomial_4!(x3, P0asinf, P1asinf, P2asinf, P3asinf, P4asinf);
let z = z.mul_add(x3 * x4, x4);
let z1 = z + z;
let z3 = self.simd_lt(f32x16::ZERO).select(f32x16::PI - z1, z1);
let z4 = f32x16::FRAC_PI_2 - z.flip_signs(self);
let acos = big.select(z3, z4);
let z3 = f32x16::FRAC_PI_2 - z1;
let asin = big.select(z3, z);
let asin = asin.flip_signs(self);
(asin, acos)
}
#[inline]
pub fn exp_m1(self) -> Self {
if self.simd_lt(f32x16::from(-17.329)).all() {
return f32x16::from(-1.0);
}
const_f32_as_f32x16!(P0, 1.0 / 2.0);
const_f32_as_f32x16!(P1, 1.0 / 6.0);
const_f32_as_f32x16!(P2, 1.0 / 24.0);
const_f32_as_f32x16!(P3, 1.0 / 120.0);
const_f32_as_f32x16!(P4, 1.0 / 720.0);
const_f32_as_f32x16!(P5, 1.0 / 5040.0);
const_f32_as_f32x16!(LN2D_HI, 0.693359375);
const_f32_as_f32x16!(LN2D_LO, -2.12194440e-4);
let max_x = f32x16::from(88.723);
let min_x = f32x16::from(-103.63);
let max_r = f32x16::from(127.0);
let r = (self * Self::LOG2_E).round_ties_even();
let big = r.simd_gt(max_r);
let r_safe = big.select(max_r, r);
let excess = r - max_r;
let excess = big.select(excess, Self::ZERO);
let scale = Self::vm_pow2n(excess);
let x = r.mul_neg_add(LN2D_HI, self);
let x = r.mul_neg_add(LN2D_LO, x);
let z = polynomial_5!(x, P0, P1, P2, P3, P4, P5);
let x2 = x * x;
let z = z.mul_add(x2, x);
let n2 = Self::vm_pow2n(r_safe);
let exp_val = (z + Self::ONE) * scale * n2;
let r_is_zero = r.simd_eq(Self::ZERO);
let z = r_is_zero.select(z, exp_val - Self::ONE);
let nan_mask = self.is_nan();
let finite = self.is_finite();
let mut result = nan_mask.select(Self::nan_pow(), z);
let pos_overflow = self.simd_gt(max_x) & finite;
result = pos_overflow.select(Self::infinity(), result);
let neg_underflow = self.simd_lt(min_x) & finite;
result = neg_underflow.select(-Self::ONE, result);
let pos_inf = !finite & !self.is_sign_negative() & !nan_mask;
result = pos_inf.select(Self::infinity(), result);
let neg_inf = !finite & self.is_sign_negative() & !nan_mask;
result = neg_inf.select(-Self::ONE, result);
let is_zero = self.simd_eq(Self::ZERO);
result = is_zero.select(self, result);
result
}
#[inline]
pub fn ln_1p(self) -> Self {
let u = self + Self::ONE;
let eq = u.simd_eq(Self::ONE);
let ln_u = Self::ln(u);
let correction = self * (ln_u / (u - Self::ONE));
let result = eq.select(self, correction);
let over = u.is_inf();
over.select(ln_u, result)
}
#[inline]
pub fn sinh(self) -> Self {
const_f32_as_f32x16!(P0, 1.0);
const_f32_as_f32x16!(P1, 1.0 / 6.0);
const_f32_as_f32x16!(P2, 1.0 / 120.0);
const_f32_as_f32x16!(P3, 1.0 / 5040.0);
let a = self.abs();
let small = a.simd_lt(f32x16::from(0.5));
let t = a * a;
let poly = a * polynomial_3!(t, P0, P1, P2, P3);
let exp_based = {
let e = a.exp();
(e - Self::ONE / e) * Self::HALF
};
let result = small.select(poly, exp_based);
result.flip_signs(self)
}
#[inline]
pub fn cosh(self) -> Self {
const_f32_as_f32x16!(P0, 1.0);
const_f32_as_f32x16!(P1, 1.0 / 2.0);
const_f32_as_f32x16!(P2, 1.0 / 24.0);
const_f32_as_f32x16!(P3, 1.0 / 720.0);
let a = self.abs();
let small = a.simd_lt(f32x16::from(0.5));
let t = a * a;
let poly = polynomial_3!(t, P0, P1, P2, P3);
let exp_based = {
let e = a.exp();
(e + Self::ONE / e) * Self::HALF
};
small.select(poly, exp_based)
}
#[inline]
pub fn tanh(self) -> Self {
let a = self.abs();
let large = a.simd_gt(f32x16::from(9.011));
if large.all() {
return Self::ONE.flip_signs(self);
}
let small = a.simd_lt(f32x16::from(2e-4));
let exp_based = {
let t = (Self::from(-2.0) * a).exp_m1();
let pos = -t / (t + Self::from(2.0));
pos.flip_signs(self)
};
let result = small.select(self, exp_based);
large.select(Self::ONE.flip_signs(self), result)
}
}
impl f32x16 {
#[inline]
fn vm_pow2n(self) -> Self {
const_f32_as_f32x16!(pow2_23, 8388608.0);
const_f32_as_f32x16!(bias, 127.0);
let a = self + (bias + pow2_23);
let c = cast::<_, i32x16>(a) << 23;
let std_result = cast::<_, f32x16>(c);
let min_exp = f32x16::from(-126.0);
let is_sub = self.simd_lt(min_exp);
if is_sub.any() {
let valid = self.simd_ge(f32x16::from(-149.0));
let shift_f = self + f32x16::from(149.0);
let mut shift_i = shift_f.trunc_int();
shift_i = cast::<_, i32x16>(valid).select(shift_i, i32x16::ZERO);
let mantissa = i32x16::ONE << shift_i;
let sub_result = cast::<_, f32x16>(mantissa);
let sub_result = valid.select(sub_result, f32x16::ZERO);
is_sub.select(sub_result, std_result)
} else {
std_result
}
}
#[inline]
fn exponent(self) -> Self {
const_f32_as_f32x16!(pow2_23, 8388608.0);
const_f32_as_f32x16!(bias, 127.0);
let a = cast::<_, u32x16>(self);
let b = a >> 23;
let c = b | cast::<_, u32x16>(pow2_23);
let d = cast::<_, f32x16>(c);
let e = d - (pow2_23 + bias);
e
}
#[inline]
fn fraction_2(self) -> Self {
let t1 = cast::<_, u32x16>(self);
let t2 = cast::<_, u32x16>(
(t1 & u32x16::from(0x007FFFFF)) | u32x16::from(0x3F000000),
);
cast::<_, f32x16>(t2)
}
#[inline]
fn is_zero_or_subnormal(self) -> Self {
let t = cast::<_, i32x16>(self);
let t = t & i32x16::splat(0x7F800000);
let mask = t.simd_eq(i32x16::splat(0));
cast::<_, f32x16>(mask)
}
#[inline]
fn infinity() -> Self {
cast::<_, f32x16>(i32x16::splat(0x7F800000))
}
#[inline]
fn nan_log() -> Self {
cast::<_, f32x16>(i32x16::splat(0x7FC00000 | 0x101 & 0x003FFFFF))
}
#[inline]
fn nan_pow() -> Self {
cast::<_, f32x16>(i32x16::splat(0x7FC00000 | 0x101 & 0x003FFFFF))
}
#[inline]
pub fn from_i32x16(v: i32x16) -> Self {
pick! {
if #[cfg(target_feature="avx512f")] {
Self { avx512: convert_to_m512_from_i32_m512i(v.avx512) }
} else {
Self {
a: f32x8::from_i32x8(v.a),
b: f32x8::from_i32x8(v.b),
}
}
}
}
#[inline]
#[must_use]
#[deprecated(since = "1.4.0", note = "renamed to `is_sign_negative`")]
pub fn sign_bit(self) -> Self {
self.is_sign_negative()
}
}