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https://github.com/arnaucube/poulpy.git
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working block binary BR
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@@ -4,8 +4,7 @@ use backend::{MatZnxDftOps, MatZnxDftScratch, Module, ScalarZnxDftOps, Scratch,
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use itertools::izip;
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use itertools::izip;
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use crate::{
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use crate::{
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GGSWCiphertext, GLWECiphertext, GLWECiphertextToMut, GLWECiphertextToRef, GLWEPlaintext, Infos, LWECiphertext,
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blind_rotation::key::BlindRotationKeyCGGI, lwe::ciphertext::LWECiphertextToRef, FourierGLWESecret, GGSWCiphertext, GLWECiphertext, GLWECiphertextToMut, GLWECiphertextToRef, GLWEPlaintext, GLWESecret, Infos, LWECiphertext, LWESecret, ScratchCore
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ScratchCore, blind_rotation::key::BlindRotationKeyCGGI, lwe::ciphertext::LWECiphertextToRef,
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};
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};
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pub fn cggi_blind_rotate_scratch_space(
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pub fn cggi_blind_rotate_scratch_space(
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@@ -34,8 +33,7 @@ pub fn cggi_blind_rotate<DataRes, DataIn, DataLUT>(
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DataIn: AsRef<[u8]>,
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DataIn: AsRef<[u8]>,
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DataLUT: AsRef<[u8]>,
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DataLUT: AsRef<[u8]>,
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{
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{
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let basek = res.basek();
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println!("{}", lwe.n());
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let mut lwe_2n: Vec<i64> = vec![0i64; lwe.n() + 1]; // TODO: from scratch space
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let mut lwe_2n: Vec<i64> = vec![0i64; lwe.n() + 1]; // TODO: from scratch space
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let mut out_mut: GLWECiphertext<&mut [u8]> = res.to_mut();
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let mut out_mut: GLWECiphertext<&mut [u8]> = res.to_mut();
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@@ -60,7 +58,7 @@ pub fn cggi_blind_rotate<DataRes, DataIn, DataLUT>(
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let (mut acc_dft, scratch1) = scratch.tmp_glwe_fourier(module, brk.basek(), out_mut.k(), out_mut.rank());
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let (mut acc_dft, scratch1) = scratch.tmp_glwe_fourier(module, brk.basek(), out_mut.k(), out_mut.rank());
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let (mut acc_add_dft, scratch2) = scratch1.tmp_glwe_fourier(module, brk.basek(), out_mut.k(), out_mut.rank());
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let (mut acc_add_dft, scratch2) = scratch1.tmp_glwe_fourier(module, brk.basek(), out_mut.k(), out_mut.rank());
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let (mut vmp_res, scratch3) = scratch2.tmp_vec_znx_dft(module, acc_dft.rank()+1, acc_dft.size());
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let (mut vmp_res, scratch3) = scratch2.tmp_glwe_fourier(module, basek, out_mut.k(), out_mut.rank());
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let (mut xai_minus_one, scratch4) = scratch3.tmp_scalar_znx(module, 1);
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let (mut xai_minus_one, scratch4) = scratch3.tmp_scalar_znx(module, 1);
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let (mut xai_minus_one_dft, scratch5) = scratch4.tmp_scalar_znx_dft(module, 1);
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let (mut xai_minus_one_dft, scratch5) = scratch4.tmp_scalar_znx_dft(module, 1);
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@@ -73,13 +71,13 @@ pub fn cggi_blind_rotate<DataRes, DataIn, DataLUT>(
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out_mut.dft(module, &mut acc_dft);
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out_mut.dft(module, &mut acc_dft);
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acc_add_dft.data.zero();
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acc_add_dft.data.zero();
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izip!(ai.iter(), ski.iter())
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izip!(ai.iter(), ski.iter())
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.enumerate()
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.enumerate()
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.for_each(|(i, (aii, skii))| {
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.for_each(|(i, (aii, skii))| {
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// vmp_res = DFT(acc) * BRK[i]
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// vmp_res = DFT(acc) * BRK[i]
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module.vmp_apply(&mut vmp_res, &acc_dft.data, &skii.data, scratch5);
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module.vmp_apply(&mut vmp_res.data, &acc_dft.data, &skii.data, scratch5);
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// DFT(X^ai -1)
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// DFT(X^ai -1)
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xai_minus_one.zero();
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xai_minus_one.zero();
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@@ -90,19 +88,23 @@ pub fn cggi_blind_rotate<DataRes, DataIn, DataLUT>(
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// DFT(X^ai -1) * (DFT(acc) * BRK[i])
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// DFT(X^ai -1) * (DFT(acc) * BRK[i])
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(0..cols).for_each(|i|{
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(0..cols).for_each(|i|{
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module.svp_apply_inplace(&mut vmp_res, i, &xai_minus_one_dft, 0);
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module.svp_apply_inplace(&mut vmp_res.data, i, &xai_minus_one_dft, 0);
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module.vec_znx_dft_add_inplace(&mut acc_add_dft.data, i, &vmp_res, i);
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module.vec_znx_dft_add_inplace(&mut acc_add_dft.data, i, &vmp_res.data, i);
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});
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});
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});
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});
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acc_add_dft.idft(module, &mut out_mut, scratch5);
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(0..cols).for_each(|i|{
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module.vec_znx_dft_add_inplace(&mut acc_dft.data, i, &acc_add_dft.data, i);
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});
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acc_dft.idft(module, &mut out_mut, scratch5);
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});
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});
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let duration: std::time::Duration = start.elapsed();
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let duration: std::time::Duration = start.elapsed();
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println!("external products: {} us", duration.as_micros());
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println!("external products: {} us", duration.as_micros());
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}
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}
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fn mod_switch_2n(module: &Module<FFT64>, res: &mut [i64], lwe: &LWECiphertext<&[u8]>) {
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pub(crate) fn mod_switch_2n(module: &Module<FFT64>, res: &mut [i64], lwe: &LWECiphertext<&[u8]>) {
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let basek: usize = lwe.basek();
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let basek: usize = lwe.basek();
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let log2n: usize = module.log_n() + 1;
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let log2n: usize = module.log_n() + 1;
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@@ -1,24 +1,23 @@
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use core::time;
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use std::time::Instant;
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use std::time::Instant;
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use backend::{Encoding, Module, ScratchOwned, FFT64};
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use backend::{Encoding, Module, ScratchOwned, Stats, ZnxView, ZnxViewMut, FFT64};
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use sampling::source::Source;
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use sampling::source::Source;
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use crate::{
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use crate::{
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blind_rotation::{ccgi::{cggi_blind_rotate, cggi_blind_rotate_scratch_space}, key::BlindRotationKeyCGGI}, lwe::LWEPlaintext, FourierGLWESecret, GLWECiphertext, GLWEPlaintext, GLWESecret, LWECiphertext, LWESecret
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blind_rotation::{ccgi::{cggi_blind_rotate, cggi_blind_rotate_scratch_space, mod_switch_2n}, key::BlindRotationKeyCGGI}, lwe::{ciphertext::{LWECiphertextToMut, LWECiphertextToRef}, LWEPlaintext}, FourierGLWESecret, GLWECiphertext, GLWEOps, GLWEPlaintext, GLWESecret, Infos, LWECiphertext, LWESecret
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};
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};
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#[test]
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#[test]
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fn blind_rotation() {
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fn blind_rotation() {
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let module: Module<FFT64> = Module::<FFT64>::new(2048);
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let module: Module<FFT64> = Module::<FFT64>::new(2048);
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let basek: usize = 17;
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let basek: usize = 20;
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let n_lwe: usize = 1071;
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let n_lwe: usize = 1071;
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let k_lwe: usize = 22;
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let k_lwe: usize = 22;
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let k_brk: usize = 54;
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let k_brk: usize = 60;
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let rows_brk: usize = 1;
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let rows_brk: usize = 2;
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let k_lut: usize = 44;
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let k_lut: usize = 60;
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let rank: usize = 1;
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let rank: usize = 1;
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let block_size: usize = 7;
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let block_size: usize = 7;
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@@ -55,7 +54,10 @@ fn blind_rotation() {
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let mut pt_lwe: LWEPlaintext<Vec<u8>> = LWEPlaintext::alloc(basek, k_lwe);
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let mut pt_lwe: LWEPlaintext<Vec<u8>> = LWEPlaintext::alloc(basek, k_lwe);
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pt_lwe.data.encode_coeff_i64(0, basek, 7, 0, 63, 7);
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let x: i64 = 0;
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let bits: usize = 6;
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pt_lwe.data.encode_coeff_i64(0, basek, bits, 0, x, bits);
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println!("{}", pt_lwe.data);
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println!("{}", pt_lwe.data);
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@@ -65,21 +67,44 @@ fn blind_rotation() {
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println!("{}", pt_lwe.data);
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println!("{}", pt_lwe.data);
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let lut: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_lut);
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let mut lut: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_lut);
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lut.data.at_mut(0, 0)[0] = 0;
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(1..module.n()).for_each(|i|{
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lut.data.at_mut(0, 0)[i] = - ((module.n() as i64 - i as i64 - 1)<<(basek - module.log_n() - 1));
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});
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let mut res: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_lut, rank);
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let mut res: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_lut, rank);
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let start: Instant = Instant::now();
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let start: Instant = Instant::now();
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(0..32).for_each(|i|{
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(0..1).for_each(|i|{
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cggi_blind_rotate(&module, &mut res, &lwe, &lut, &brk, scratch.borrow());
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cggi_blind_rotate(&module, &mut res, &lwe, &lut, &brk, scratch.borrow());
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});
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});
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let duration: std::time::Duration = start.elapsed();
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let duration: std::time::Duration = start.elapsed();
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println!("blind-rotate: {} ms", duration.as_millis());
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println!("blind-rotate: {} ms", duration.as_millis());
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let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_lut);
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let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_lut);
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res.decrypt(&module , &mut pt, &sk_glwe_dft, scratch.borrow());
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res.decrypt(&module , &mut pt_have, &sk_glwe_dft, scratch.borrow());
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println!("{}", pt.data);
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let mut lwe_2n: Vec<i64> = vec![0i64; lwe.n() + 1]; // TODO: from scratch space
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mod_switch_2n(&module, &mut lwe_2n, &lwe.to_ref());
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let pt_want: i64 = (lwe_2n[0] + lwe_2n[1..].iter().zip(sk_lwe.data.at(0, 0)).map(|(x, y)| x * y).sum::<i64>()) % (module.n() as i64 * 2);
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lut.rotate_inplace(&module, pt_want);
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lut.sub_inplace_ab(&module, &pt_have);
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let noise: f64 = lut.data.std(0, basek);
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println!("noise: {}", noise);
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}
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}
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@@ -11,7 +11,7 @@ pub struct LWECiphertext<D> {
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impl LWECiphertext<Vec<u8>> {
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impl LWECiphertext<Vec<u8>> {
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pub fn alloc(n: usize, basek: usize, k: usize) -> Self {
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pub fn alloc(n: usize, basek: usize, k: usize) -> Self {
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Self {
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Self {
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data: VecZnx::new::<i64>(n, 1, k.div_ceil(basek)),
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data: VecZnx::new::<i64>(n+1, 1, k.div_ceil(basek)),
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k: k,
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k: k,
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basek: basek,
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basek: basek,
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}
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}
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