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updated repo for publishing (#74)
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145
poulpy-core/src/noise/ggsw_ct.rs
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145
poulpy-core/src/noise/ggsw_ct.rs
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use poulpy_backend::hal::{
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api::{
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ScratchOwnedAlloc, ScratchOwnedBorrow, SvpApplyInplace, VecZnxAddScalarInplace, VecZnxBigAddInplace,
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VecZnxBigAddSmallInplace, VecZnxBigAlloc, VecZnxBigAllocBytes, VecZnxBigNormalize, VecZnxBigNormalizeTmpBytes,
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VecZnxDftAlloc, VecZnxDftAllocBytes, VecZnxDftFromVecZnx, VecZnxDftToVecZnxBigConsume, VecZnxDftToVecZnxBigTmpA,
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VecZnxNormalizeTmpBytes, VecZnxSubABInplace, ZnxZero,
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},
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layouts::{Backend, DataRef, Module, ScalarZnx, ScratchOwned, VecZnxBig, VecZnxDft},
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oep::{ScratchOwnedAllocImpl, ScratchOwnedBorrowImpl, TakeVecZnxBigImpl, TakeVecZnxDftImpl},
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};
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use crate::layouts::{GGSWCiphertext, GLWECiphertext, GLWEPlaintext, Infos, prepared::GLWESecretPrepared};
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impl<D: DataRef> GGSWCiphertext<D> {
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pub fn assert_noise<B, DataSk, DataScalar, F>(
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&self,
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module: &Module<B>,
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sk_prepared: &GLWESecretPrepared<DataSk, B>,
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pt_want: &ScalarZnx<DataScalar>,
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max_noise: F,
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) where
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DataSk: DataRef,
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DataScalar: DataRef,
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Module<B>: VecZnxDftAllocBytes
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+ VecZnxBigAllocBytes
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+ VecZnxDftFromVecZnx<B>
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+ SvpApplyInplace<B>
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+ VecZnxDftToVecZnxBigConsume<B>
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+ VecZnxBigAddInplace<B>
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+ VecZnxBigAddSmallInplace<B>
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+ VecZnxBigNormalize<B>
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+ VecZnxNormalizeTmpBytes
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+ VecZnxBigAlloc<B>
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+ VecZnxDftAlloc<B>
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+ VecZnxBigNormalizeTmpBytes
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+ VecZnxDftToVecZnxBigTmpA<B>
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+ VecZnxAddScalarInplace
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+ VecZnxSubABInplace,
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B: Backend + TakeVecZnxDftImpl<B> + TakeVecZnxBigImpl<B> + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
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F: Fn(usize) -> f64,
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{
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let basek: usize = self.basek();
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let k: usize = self.k();
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let digits: usize = self.digits();
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let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(self.n(), basek, k);
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let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(self.n(), basek, k);
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let mut pt_dft: VecZnxDft<Vec<u8>, B> = module.vec_znx_dft_alloc(self.n(), 1, self.size());
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let mut pt_big: VecZnxBig<Vec<u8>, B> = module.vec_znx_big_alloc(self.n(), 1, self.size());
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let mut scratch: ScratchOwned<B> = ScratchOwned::alloc(
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GLWECiphertext::decrypt_scratch_space(module, self.n(), basek, k) | module.vec_znx_normalize_tmp_bytes(self.n()),
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);
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(0..self.rank() + 1).for_each(|col_j| {
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(0..self.rows()).for_each(|row_i| {
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module.vec_znx_add_scalar_inplace(&mut pt.data, 0, (digits - 1) + row_i * digits, pt_want, 0);
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// mul with sk[col_j-1]
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if col_j > 0 {
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module.vec_znx_dft_from_vec_znx(1, 0, &mut pt_dft, 0, &pt.data, 0);
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module.svp_apply_inplace(&mut pt_dft, 0, &sk_prepared.data, col_j - 1);
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module.vec_znx_dft_to_vec_znx_big_tmp_a(&mut pt_big, 0, &mut pt_dft, 0);
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module.vec_znx_big_normalize(basek, &mut pt.data, 0, &pt_big, 0, scratch.borrow());
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}
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self.at(row_i, col_j)
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.decrypt(module, &mut pt_have, sk_prepared, scratch.borrow());
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module.vec_znx_sub_ab_inplace(&mut pt_have.data, 0, &pt.data, 0);
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let std_pt: f64 = pt_have.data.std(basek, 0).log2();
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let noise: f64 = max_noise(col_j);
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println!("{} {}", std_pt, noise);
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assert!(std_pt <= noise, "{} > {}", std_pt, noise);
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pt.data.zero();
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});
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});
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}
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}
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impl<D: DataRef> GGSWCiphertext<D> {
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pub fn print_noise<B, DataSk, DataScalar>(
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&self,
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module: &Module<B>,
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sk_prepared: &GLWESecretPrepared<DataSk, B>,
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pt_want: &ScalarZnx<DataScalar>,
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) where
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DataSk: DataRef,
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DataScalar: DataRef,
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Module<B>: VecZnxDftAllocBytes
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+ VecZnxBigAllocBytes
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+ VecZnxDftFromVecZnx<B>
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+ SvpApplyInplace<B>
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+ VecZnxDftToVecZnxBigConsume<B>
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+ VecZnxBigAddInplace<B>
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+ VecZnxBigAddSmallInplace<B>
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+ VecZnxBigNormalize<B>
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+ VecZnxNormalizeTmpBytes
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+ VecZnxBigAlloc<B>
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+ VecZnxDftAlloc<B>
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+ VecZnxBigNormalizeTmpBytes
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+ VecZnxDftToVecZnxBigTmpA<B>
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+ VecZnxAddScalarInplace
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+ VecZnxSubABInplace,
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B: Backend + TakeVecZnxDftImpl<B> + TakeVecZnxBigImpl<B> + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
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{
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let basek: usize = self.basek();
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let k: usize = self.k();
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let digits: usize = self.digits();
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let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(self.n(), basek, k);
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let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(self.n(), basek, k);
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let mut pt_dft: VecZnxDft<Vec<u8>, B> = module.vec_znx_dft_alloc(self.n(), 1, self.size());
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let mut pt_big: VecZnxBig<Vec<u8>, B> = module.vec_znx_big_alloc(self.n(), 1, self.size());
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let mut scratch: ScratchOwned<B> = ScratchOwned::alloc(
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GLWECiphertext::decrypt_scratch_space(module, self.n(), basek, k) | module.vec_znx_normalize_tmp_bytes(module.n()),
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);
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(0..self.rank() + 1).for_each(|col_j| {
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(0..self.rows()).for_each(|row_i| {
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module.vec_znx_add_scalar_inplace(&mut pt.data, 0, (digits - 1) + row_i * digits, pt_want, 0);
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// mul with sk[col_j-1]
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if col_j > 0 {
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module.vec_znx_dft_from_vec_znx(1, 0, &mut pt_dft, 0, &pt.data, 0);
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module.svp_apply_inplace(&mut pt_dft, 0, &sk_prepared.data, col_j - 1);
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module.vec_znx_dft_to_vec_znx_big_tmp_a(&mut pt_big, 0, &mut pt_dft, 0);
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module.vec_znx_big_normalize(basek, &mut pt.data, 0, &pt_big, 0, scratch.borrow());
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}
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self.at(row_i, col_j)
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.decrypt(module, &mut pt_have, sk_prepared, scratch.borrow());
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module.vec_znx_sub_ab_inplace(&mut pt_have.data, 0, &pt.data, 0);
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let std_pt: f64 = pt_have.data.std(basek, 0).log2();
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println!("col: {} row: {}: {}", col_j, row_i, std_pt);
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pt.data.zero();
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});
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});
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}
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}
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