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