poulpy/base2k/examples/vector_matrix_product.rs
base2k/examples/vector_matrix_product.rsRaw
1use base2k::{Matrix3D, Module, VecZnx, VecZnxBig, VecZnxDft, VmpPMat, FFT64};
2
3fn main() {
4 let log_n = 5;
5 let n = 1 << log_n;
6
7 let module: Module = Module::new::<FFT64>(n);
8 let log_base2k: usize = 15;
9 let log_q: usize = 60;
10 let limbs: usize = (log_q + log_base2k - 1) / log_base2k;
11
12 let rows: usize = limbs + 1;
13 let cols: usize = limbs + 1;
14
15 // Maximum size of the byte scratch needed
16 let tmp_bytes: usize = module.vmp_prepare_contiguous_tmp_bytes(rows, cols)
17 | module.vmp_apply_dft_tmp_bytes(limbs, limbs, rows, cols);
18
19 let mut buf: Vec<u8> = vec![0; tmp_bytes];
20
21 let mut a_values: Vec<i64> = vec![i64::default(); n];
22 a_values[1] = (1 << log_base2k) + 1;
23
24 let mut a: VecZnx = module.new_vec_znx(log_base2k, log_q);
25 a.from_i64(&a_values, 32);
26 a.normalize(&mut buf);
27
28 (0..a.limbs()).for_each(|i| println!("{}: {:?}", i, a.at(i)));
29
30 let mut b_mat: Matrix3D<i64> = Matrix3D::new(rows, cols, n);
31
32 (0..rows).for_each(|i| {
33 (0..cols).for_each(|j| {
34 b_mat.at_mut(i, j)[0] = (i * cols + j) as i64;
35 b_mat.at_mut(i, j)[0] = (i * cols + j) as i64;
36 })
37 });
38
39 //b_mat.data.iter_mut().enumerate().for_each(|(i, xi)| *xi = i as i64);
40
41 println!();
42 (0..rows).for_each(|i| {
43 (0..cols).for_each(|j| println!("{} {}: {:?}", i, j, b_mat.at(i, j)));
44 println!();
45 });
46
47 let mut vmp_pmat: VmpPMat = module.new_vmp_pmat(rows, cols);
48 module.vmp_prepare_contiguous(&mut vmp_pmat, &b_mat.data, &mut buf);
49
50 (0..cols).for_each(|i| {
51 (0..rows).for_each(|j| println!("{} {}: {:?}", i, j, vmp_pmat.at(i, j)));
52 println!();
53 });
54
55 println!("{:?}", vmp_pmat.as_f64());
56
57 let mut c_dft: VecZnxDft = module.new_vec_znx_dft(limbs);
58 module.vmp_apply_dft(&mut c_dft, &a, &vmp_pmat, &mut buf);
59
60 let mut c_big: VecZnxBig = c_dft.as_vec_znx_big();
61 module.vec_znx_idft_tmp_a(&mut c_big, &mut c_dft, limbs);
62
63 let mut res: VecZnx = module.new_vec_znx(log_base2k, log_q);
64 module.vec_znx_big_normalize(&mut res, &c_big, &mut buf);
65
66 let mut values_res: Vec<i64> = vec![i64::default(); n];
67 res.to_i64(&mut values_res);
68
69 (0..res.limbs()).for_each(|i| println!("{}: {:?}", i, res.at(i)));
70
71 module.delete();
72 c_dft.delete();
73 vmp_pmat.delete();
74
75 println!("{:?}", values_res)
76}