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use crate::ArgminL1Norm;
use nalgebra::{
base::{dimension::Dim, storage::Storage},
LpNorm, Matrix, SimdComplexField,
};
impl<N, R, C, S> ArgminL1Norm<N::SimdRealField> for Matrix<N, R, C, S>
where
N: SimdComplexField,
R: Dim,
C: Dim,
S: Storage<N, R, C>,
{
#[inline]
fn l1_norm(&self) -> N::SimdRealField {
self.apply_norm(&LpNorm(1))
}
}
#[cfg(test)]
mod tests {
use super::*;
use nalgebra::Vector2;
use paste::item;
macro_rules! make_test {
($t:ty) => {
item! {
#[test]
fn [<test_l1norm_ $t>]() {
let a = Vector2::new(4 as $t, 3 as $t);
let res = <Vector2<$t> as ArgminL1Norm<$t>>::l1_norm(&a);
let target = 7 as $t;
assert!(((target - res) as f64).abs() < std::f64::EPSILON);
}
}
};
}
macro_rules! make_test_signed {
($t:ty) => {
item! {
#[test]
fn [<test_l1norm_signed_ $t>]() {
let a = Vector2::new(-4 as $t, -3 as $t);
let res = <Vector2<$t> as ArgminL1Norm<$t>>::l1_norm(&a);
let target = 7 as $t;
assert!(((target - res) as f64).abs() < std::f64::EPSILON);
}
}
};
}
make_test!(f32);
make_test!(f64);
make_test_signed!(f32);
make_test_signed!(f64);
}