use na::{DMatrix, DVector, LU}; // Without unpack. fn lu_decompose_10x10(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(10, 10); bh.bench_function("lu_decompose_10x10", move |bh| bh.iter(|| test::black_box(LU::new(m.clone())))); } fn lu_decompose_100x100(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(100, 100); bh.bench_function("lu_decompose_100x100", move |bh| bh.iter(|| test::black_box(LU::new(m.clone())))); } fn lu_decompose_500x500(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(500, 500); bh.bench_function("lu_decompose_500x500", move |bh| bh.iter(|| test::black_box(LU::new(m.clone())))); } fn lu_solve_10x10(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(10, 10); let lu = LU::new(m.clone()); bh.bench_function("lu_solve_10x10", move |bh| bh.iter(|| { let mut b = DVector::::from_element(10, 1.0); lu.solve(&mut b); })); } fn lu_solve_100x100(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(100, 100); let lu = LU::new(m.clone()); bh.bench_function("lu_solve_100x100", move |bh| bh.iter(|| { let mut b = DVector::::from_element(100, 1.0); lu.solve(&mut b); })); } fn lu_solve_500x500(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(500, 500); let lu = LU::new(m.clone()); bh.bench_function("", move |bh| bh.iter(|| { let mut b = DVector::::from_element(500, 1.0); lu.solve(&mut b); })); } fn lu_inverse_10x10(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(10, 10); let lu = LU::new(m.clone()); bh.bench_function("lu_inverse_10x10", move |bh| bh.iter(|| test::black_box(lu.try_inverse()))); } fn lu_inverse_100x100(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(100, 100); let lu = LU::new(m.clone()); bh.bench_function("lu_inverse_100x100", move |bh| bh.iter(|| test::black_box(lu.try_inverse()))); } fn lu_inverse_500x500(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(500, 500); let lu = LU::new(m.clone()); bh.bench_function("lu_inverse_500x500", move |bh| bh.iter(|| test::black_box(lu.try_inverse()))); } fn lu_determinant_10x10(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(10, 10); let lu = LU::new(m.clone()); bh.bench_function("lu_determinant_10x10", move |bh| bh.iter(|| test::black_box(lu.determinant()))); } fn lu_determinant_100x100(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(100, 100); let lu = LU::new(m.clone()); bh.bench_function("lu_determinant_100x100", move |bh| bh.iter(|| test::black_box(lu.determinant()))); } fn lu_determinant_500x500(bh: &mut criterion::Criterion) { let m = DMatrix::::new_random(500, 500); let lu = LU::new(m.clone()); bh.bench_function("", move |bh| bh.iter(|| test::black_box(lu.determinant()))); } criterion_group!(lu, lu_decompose_10x10, lu_decompose_100x100, // lu_decompose_500x500, lu_solve_10x10, lu_solve_100x100, lu_inverse_10x10, lu_inverse_100x100, // lu_inverse_500x500, lu_determinant_10x10, lu_determinant_100x100 );