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use num_traits::{AsPrimitive, Float, Num};
/// Helper trait unifying fixed point and floating point coefficients/samples
pub trait Coefficient: 'static + Copy + Num + AsPrimitive<Self::ACCU> {
/// Multiplicative identity
const ONE: Self;
/// Negative multiplicative identity, equal to `-Self::ONE`.
const NEG_ONE: Self;
/// Additive identity
const ZERO: Self;
/// Lowest value
const MIN: Self;
/// Highest value
const MAX: Self;
/// Accumulator type
type ACCU: AsPrimitive<Self> + Num;
/// Proper scaling and potentially using a wide accumulator.
/// Clamp `self` such that `min <= self <= max`.
/// Undefined result if `max < min`.
fn macc(self, s: Self::ACCU, min: Self, max: Self, e1: Self) -> (Self, Self);
/// Clamp to between min and max
///
/// Undefined if `min > max`.
fn clip(self, min: Self, max: Self) -> Self;
/// Multiplication (scaled)
fn mul_scaled(self, other: Self) -> Self;
/// Division (scaled)
fn div_scaled(self, other: Self) -> Self;
/// Scale and quantize a floating point value.
fn quantize<C>(value: C) -> Self
where
Self: AsPrimitive<C>,
C: Float + AsPrimitive<Self>;
// TODO: range check and Result
}
macro_rules! impl_float {
($T:ty) => {
impl Coefficient for $T {
const ONE: Self = 1.0;
const NEG_ONE: Self = -1.0;
const ZERO: Self = 0.0;
const MIN: Self = <$T>::NEG_INFINITY;
const MAX: Self = <$T>::INFINITY;
type ACCU = Self;
#[inline]
fn macc(self, s: Self::ACCU, min: Self, max: Self, _e1: Self) -> (Self, Self) {
((self + s).clip(min, max), 0.0)
}
#[inline]
fn clip(self, min: Self, max: Self) -> Self {
// <$T>::clamp() is slow and checks
self.max(min).min(max)
}
#[inline]
fn div_scaled(self, other: Self) -> Self {
self / other
}
#[inline]
fn mul_scaled(self, other: Self) -> Self {
self * other
}
#[inline]
fn quantize<C: Float + AsPrimitive<Self>>(value: C) -> Self {
value.as_()
}
}
};
}
impl_float!(f32);
impl_float!(f64);
macro_rules! impl_int {
($T:ty, $U:ty, $A:ty, $Q:literal) => {
impl Coefficient for $T {
const ONE: Self = 1 << $Q;
const NEG_ONE: Self = -1 << $Q;
const ZERO: Self = 0;
const MIN: Self = <$T>::MIN;
const MAX: Self = <$T>::MAX;
type ACCU = $A;
#[inline]
fn macc(self, mut s: Self::ACCU, min: Self, max: Self, e1: Self) -> (Self, Self) {
const S: usize = core::mem::size_of::<$T>() * 8;
// Guard bits
const G: usize = S - $Q;
// Combine offset (u << $Q) with previous quantization error e1
s += (((self >> G) as $A) << S) | (((self << $Q) | e1) as $U as $A);
// Ord::clamp() is slow and checks
// This clamping truncates the lowest G bits of the value and the limits.
debug_assert_eq!(min & ((1 << G) - 1), 0);
debug_assert_eq!(max & ((1 << G) - 1), (1 << G) - 1);
let y0 = if (s >> S) as $T < (min >> G) {
min
} else if (s >> S) as $T > (max >> G) {
max
} else {
(s >> $Q) as $T
};
// Quantization error
let e0 = s as $T & ((1 << $Q) - 1);
(y0, e0)
}
#[inline]
fn clip(self, min: Self, max: Self) -> Self {
// Ord::clamp() is slow and checks
if self < min {
min
} else if self > max {
max
} else {
self
}
}
#[inline]
fn div_scaled(self, other: Self) -> Self {
(((self as $A) << $Q) / other as $A) as $T
}
#[inline]
fn mul_scaled(self, other: Self) -> Self {
(((1 << ($Q - 1)) + self as $A * other as $A) >> $Q) as $T
}
#[inline]
fn quantize<C>(value: C) -> Self
where
Self: AsPrimitive<C>,
C: Float + AsPrimitive<Self>,
{
(value * (1 << $Q).as_()).round().as_()
}
}
};
}
// Q2.X chosen to be able to exactly and inclusively represent -2 as `-1 << X + 1`
// This is necessary to meet a1 = -2
// It also create 2 guard bits for clamping in the accumulator which is often enough.
impl_int!(i8, u8, i16, 6);
impl_int!(i16, u16, i32, 14);
impl_int!(i32, u32, i64, 30);
impl_int!(i64, u64, i128, 62);