poulpy/base2k/examples/vmp.rs
base2k/examples/vmp.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
13 let a_cols: usize = 2;
14 let a_size: usize = 5;
15
16 let log_k: usize = log_base2k * a_size - 5;
17
18 let mat_rows: usize = a_size;
19 let mat_cols_in: usize = a_cols;
20 let mat_cols_out: usize = 2;
21 let mat_size: usize = a_size + 1;
22
23 let mut tmp_bytes_vmp: Vec<u8> = alloc_aligned(
24 module.vmp_prepare_row_tmp_bytes(mat_cols_out, mat_size)
25 | module.vmp_apply_dft_tmp_bytes(
26 a_size,
27 a_size,
28 mat_rows,
29 mat_cols_in,
30 mat_cols_out,
31 mat_size,
32 ),
33 );
34
35 let mut tmp_bytes_dft: Vec<u8> = alloc_aligned(module.bytes_of_vec_znx_dft(mat_cols_out, mat_size));
36
37 let mut a: VecZnx = module.new_vec_znx(a_cols, a_size);
38
39 (0..a_cols).for_each(|i| {
40 let mut values: Vec<i64> = vec![i64::default(); n];
41 values[1 + i] = (1 << log_base2k) + 1;
42 a.encode_vec_i64(i, log_base2k, log_k, &values, 32);
43 a.normalize(log_base2k, i, &mut tmp_bytes_vmp);
44 a.print(n, i);
45 println!();
46 });
47
48 let mut mat_znx_dft: MatZnxDft<FFT64> = module.new_mat_znx_dft(mat_rows, mat_cols_in, mat_cols_out, mat_size);
49
50 (0..a.size()).for_each(|row_i| {
51 let mut tmp: VecZnx = module.new_vec_znx(mat_cols_out, mat_size);
52 (0..mat_cols_out).for_each(|j| {
53 tmp.at_mut(j, row_i)[1 + j] = 1 as i64;
54 });
55 (0..mat_cols_in).for_each(|j| {
56 module.vmp_prepare_row(&mut mat_znx_dft, row_i, j, &tmp, &mut tmp_bytes_vmp);
57 })
58 });
59
60 let mut c_dft: VecZnxDft<FFT64> = module.new_vec_znx_dft_from_bytes_borrow(mat_cols_out, mat_size, &mut tmp_bytes_dft);
61 module.vmp_apply_dft(&mut c_dft, &a, &mat_znx_dft, &mut tmp_bytes_vmp);
62
63 let mut res: VecZnx = module.new_vec_znx(mat_cols_out, a_size);
64 let mut c_big: VecZnxBig<FFT64> = c_dft.alias_as_vec_znx_big();
65 (0..mat_cols_out).for_each(|i| {
66 module.vec_znx_idft_tmp_a(&mut c_big, i, &mut c_dft, i);
67 module.vec_znx_big_normalize(log_base2k, &mut res, i, &c_big, i, &mut tmp_bytes_vmp);
68
69 let mut values_res: Vec<i64> = vec![i64::default(); n];
70 res.decode_vec_i64(i, log_base2k, log_k, &mut values_res);
71 res.print(n, i);
72 println!();
73 println!("{:?}", values_res);
74 println!();
75 });
76
77 module.free();
78}