poulpy/base2k/examples/vector_matrix_product.rs
base2k/examples/vector_matrix_product.rsRaw
1use base2k::{
2 Encoding, FFT64, MatZnxDft, MatZnxDftOps, Module, VecZnx, VecZnxBig, VecZnxBigOps, VecZnxDft, VecZnxDftOps, VecZnxOps,
3 ZnxInfos, ZnxLayout, alloc_aligned,
4};
5
6fn main() {
7 let log_n: i32 = 5;
8 let n: usize = 1 << log_n;
9
10 let module: Module<FFT64> = Module::<FFT64>::new(n);
11 let log_base2k: usize = 15;
12 let limbs_vec: usize = 5;
13 let log_k: usize = log_base2k * limbs_vec - 5;
14
15 let rows_mat: usize = limbs_vec;
16 let limbs_mat: usize = limbs_vec + 1;
17
18 // Maximum size of the byte scratch needed
19 let tmp_bytes: usize = module.vmp_prepare_tmp_bytes(rows_mat, 1, limbs_mat)
20 | module.vmp_apply_dft_tmp_bytes(limbs_vec, limbs_vec, rows_mat, limbs_mat);
21
22 let mut buf: Vec<u8> = alloc_aligned(tmp_bytes);
23
24 let mut a_values: Vec<i64> = vec![i64::default(); n];
25 a_values[1] = (1 << log_base2k) + 1;
26
27 let mut a: VecZnx = module.new_vec_znx(1, limbs_vec);
28 a.encode_vec_i64(0, log_base2k, log_k, &a_values, 32);
29 a.normalize(log_base2k, &mut buf);
30
31 a.print(n);
32 println!();
33
34 let mut mat_znx_dft: MatZnxDft<FFT64> = module.new_mat_znx_dft(rows_mat, 1, limbs_mat);
35
36 (0..a.size()).for_each(|row_i| {
37 let mut tmp: VecZnx = module.new_vec_znx(1, limbs_mat);
38 tmp.at_limb_mut(row_i)[1] = 1 as i64;
39 module.vmp_prepare_row(&mut mat_znx_dft, tmp.raw(), row_i, &mut buf);
40 });
41
42 let mut c_dft: VecZnxDft<FFT64> = module.new_vec_znx_dft(1, limbs_mat);
43 module.vmp_apply_dft(&mut c_dft, &a, &mat_znx_dft, &mut buf);
44
45 let mut c_big: VecZnxBig<FFT64> = c_dft.alias_as_vec_znx_big();
46 module.vec_znx_idft_tmp_a(&mut c_big, 0, &mut c_dft, 0);
47
48 let mut res: VecZnx = module.new_vec_znx(1, limbs_vec);
49 module.vec_znx_big_normalize(log_base2k, &mut res, 0, &c_big, 0, &mut buf);
50
51 let mut values_res: Vec<i64> = vec![i64::default(); n];
52 res.decode_vec_i64(0, log_base2k, log_k, &mut values_res);
53
54 res.print(n);
55
56 module.free();
57
58 println!("{:?}", values_res)
59}