poulpy/poulpy-hal/src/reference/vec_znx/automorphism.rs

use std::hint::black_box;

use criterion::{BenchmarkId, Criterion};

use crate::{
    api::{
        ModuleNew, ScratchOwnedAlloc, ScratchOwnedBorrow, VecZnxAutomorphism, VecZnxAutomorphismInplace,
        VecZnxAutomorphismInplaceTmpBytes,
    },
    layouts::{Backend, FillUniform, Module, ScratchOwned, VecZnx, VecZnxToMut, VecZnxToRef, ZnxInfos, ZnxView, ZnxViewMut},
    reference::znx::{ZnxAutomorphism, ZnxCopy, ZnxZero},
    source::Source,
};

pub fn vec_znx_automorphism_inplace_tmp_bytes(n: usize) -> usize {
    n * size_of::<i64>()
}

pub fn vec_znx_automorphism<R, A, ZNXARI>(p: i64, res: &mut R, res_col: usize, a: &A, a_col: usize)
where
    R: VecZnxToMut,
    A: VecZnxToRef,
    ZNXARI: ZnxAutomorphism + ZnxZero,
{
    let a: VecZnx<&[u8]> = a.to_ref();
    let mut res: VecZnx<&mut [u8]> = res.to_mut();

    #[cfg(debug_assertions)]
    {
        use crate::layouts::ZnxInfos;

        assert_eq!(a.n(), res.n());
    }

    let min_size: usize = res.size().min(a.size());

    for j in 0..min_size {
        ZNXARI::znx_automorphism(p, res.at_mut(res_col, j), a.at(a_col, j));
    }

    for j in min_size..res.size() {
        ZNXARI::znx_zero(res.at_mut(res_col, j));
    }
}

pub fn vec_znx_automorphism_inplace<R, ZNXARI>(p: i64, res: &mut R, res_col: usize, tmp: &mut [i64])
where
    R: VecZnxToMut,
    ZNXARI: ZnxAutomorphism + ZnxCopy,
{
    let mut res: VecZnx<&mut [u8]> = res.to_mut();
    #[cfg(debug_assertions)]
    {
        assert_eq!(res.n(), tmp.len());
    }
    for j in 0..res.size() {
        ZNXARI::znx_automorphism(p, tmp, res.at(res_col, j));
        ZNXARI::znx_copy(res.at_mut(res_col, j), tmp);
    }
}

pub fn bench_vec_znx_automorphism<B: Backend>(c: &mut Criterion, label: &str)
where
    Module<B>: VecZnxAutomorphism + ModuleNew<B>,
{
    let group_name: String = format!("vec_znx_automorphism::{label}");

    let mut group = c.benchmark_group(group_name);

    fn runner<B: Backend>(params: [usize; 3]) -> impl FnMut()
    where
        Module<B>: VecZnxAutomorphism + ModuleNew<B>,
    {
        let n: usize = 1 << params[0];
        let cols: usize = params[1];
        let size: usize = params[2];

        let module: Module<B> = Module::<B>::new(n as u64);

        let mut source: Source = Source::new([0u8; 32]);

        let mut a: VecZnx<Vec<u8>> = VecZnx::alloc(n, cols, size);
        let mut res: VecZnx<Vec<u8>> = VecZnx::alloc(n, cols, size);

        // Fill a with random i64
        a.fill_uniform(50, &mut source);
        res.fill_uniform(50, &mut source);

        move || {
            for i in 0..cols {
                module.vec_znx_automorphism(-7, &mut res, i, &a, i);
            }
            black_box(());
        }
    }

    for params in [[10, 2, 2], [11, 2, 4], [12, 2, 8], [13, 2, 16], [14, 2, 32]] {
        let id: BenchmarkId = BenchmarkId::from_parameter(format!("{}x({}x{})", 1 << params[0], params[1], params[2],));
        let mut runner = runner::<B>(params);
        group.bench_with_input(id, &(), |b, _| b.iter(&mut runner));
    }

    group.finish();
}

pub fn bench_vec_znx_automorphism_inplace<B: Backend>(c: &mut Criterion, label: &str)
where
    Module<B>: VecZnxAutomorphismInplace<B> + VecZnxAutomorphismInplaceTmpBytes + ModuleNew<B>,
    ScratchOwned<B>: ScratchOwnedAlloc<B> + ScratchOwnedBorrow<B>,
{
    let group_name: String = format!("vec_znx_automorphism_inplace::{label}");

    let mut group = c.benchmark_group(group_name);

    fn runner<B: Backend>(params: [usize; 3]) -> impl FnMut()
    where
        Module<B>: VecZnxAutomorphismInplace<B> + ModuleNew<B> + VecZnxAutomorphismInplaceTmpBytes,
        ScratchOwned<B>: ScratchOwnedAlloc<B> + ScratchOwnedBorrow<B>,
    {
        let n: usize = 1 << params[0];
        let cols: usize = params[1];
        let size: usize = params[2];

        let module: Module<B> = Module::<B>::new(n as u64);

        let mut source: Source = Source::new([0u8; 32]);

        let mut res: VecZnx<Vec<u8>> = VecZnx::alloc(n, cols, size);

        let mut scratch = ScratchOwned::alloc(module.vec_znx_automorphism_inplace_tmp_bytes());

        // Fill a with random i64
        res.fill_uniform(50, &mut source);

        move || {
            for i in 0..cols {
                module.vec_znx_automorphism_inplace(-7, &mut res, i, scratch.borrow());
            }
            black_box(());
        }
    }

    for params in [[10, 2, 2], [11, 2, 4], [12, 2, 8], [13, 2, 16], [14, 2, 32]] {
        let id: BenchmarkId = BenchmarkId::from_parameter(format!("{}x({}x{})", 1 << params[0], params[1], params[2],));
        let mut runner = runner::<B>(params);
        group.bench_with_input(id, &(), |b, _| b.iter(&mut runner));
    }

    group.finish();
}