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https://github.com/arnaucube/poulpy.git
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Add cross-basek normalization (#90)
* added cross_basek_normalization * updated method signatures to take layouts * fixed cross-base normalization fix #91 fix #93
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@@ -5,9 +5,9 @@ use poulpy_hal::{
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ScratchOwnedAlloc, ScratchOwnedBorrow, SvpApplyDftToDftInplace, SvpPPolAlloc, SvpPPolAllocBytes, SvpPrepare,
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VecZnxAddInplace, VecZnxAddNormal, VecZnxAddScalarInplace, VecZnxAutomorphism, VecZnxAutomorphismInplace,
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VecZnxBigAddInplace, VecZnxBigAddSmallInplace, VecZnxBigAllocBytes, VecZnxBigAutomorphismInplace, VecZnxBigNormalize,
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VecZnxBigNormalizeTmpBytes, VecZnxBigSubSmallBInplace, VecZnxCopy, VecZnxDftAllocBytes, VecZnxDftApply,
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VecZnxBigNormalizeTmpBytes, VecZnxBigSubSmallNegateInplace, VecZnxCopy, VecZnxDftAllocBytes, VecZnxDftApply,
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VecZnxFillUniform, VecZnxIdftApplyConsume, VecZnxNegateInplace, VecZnxNormalize, VecZnxNormalizeInplace,
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VecZnxNormalizeTmpBytes, VecZnxRotate, VecZnxRotateInplace, VecZnxRshInplace, VecZnxSub, VecZnxSubABInplace,
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VecZnxNormalizeTmpBytes, VecZnxRotate, VecZnxRotateInplace, VecZnxRshInplace, VecZnxSub, VecZnxSubInplace,
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VecZnxSwitchRing, VmpApplyDftToDft, VmpApplyDftToDftAdd, VmpApplyDftToDftTmpBytes, VmpPMatAlloc, VmpPrepare,
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},
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layouts::{Backend, Module, ScratchOwned},
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@@ -21,7 +21,7 @@ use poulpy_hal::{
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use crate::{
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GLWEOperations, GLWEPacker,
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layouts::{
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GGLWEAutomorphismKey, GLWECiphertext, GLWEPlaintext, GLWESecret,
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GGLWEAutomorphismKey, GGLWEAutomorphismKeyLayout, GLWECiphertext, GLWECiphertextLayout, GLWEPlaintext, GLWESecret,
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prepared::{GGLWEAutomorphismKeyPrepared, GLWESecretPrepared, PrepareAlloc},
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},
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};
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@@ -31,7 +31,7 @@ where
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Module<B>: VecZnxDftAllocBytes
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+ VecZnxAutomorphism
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+ VecZnxBigAutomorphismInplace<B>
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+ VecZnxBigSubSmallBInplace<B>
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+ VecZnxBigSubSmallNegateInplace<B>
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+ VecZnxNegateInplace
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+ VecZnxRshInplace<B>
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+ VecZnxRotateInplace<B>
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@@ -41,7 +41,7 @@ where
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+ SvpApplyDftToDftInplace<B>
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+ VecZnxIdftApplyConsume<B>
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+ VecZnxFillUniform
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+ VecZnxSubABInplace
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+ VecZnxSubInplace
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+ VecZnxAddInplace
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+ VecZnxNormalizeInplace<B>
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+ VecZnxAddNormal
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@@ -79,37 +79,53 @@ where
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let mut source_xa: Source = Source::new([0u8; 32]);
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let n: usize = module.n();
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let basek: usize = 18;
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let base2k: usize = 18;
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let k_ct: usize = 36;
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let pt_k: usize = 18;
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let rank: usize = 3;
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let digits: usize = 1;
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let k_ksk: usize = k_ct + basek * digits;
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let k_ksk: usize = k_ct + base2k * digits;
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let rows: usize = k_ct.div_ceil(basek * digits);
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let rows: usize = k_ct.div_ceil(base2k * digits);
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let glwe_out_infos: GLWECiphertextLayout = GLWECiphertextLayout {
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n: n.into(),
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base2k: base2k.into(),
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k: k_ct.into(),
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rank: rank.into(),
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};
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let key_infos: GGLWEAutomorphismKeyLayout = GGLWEAutomorphismKeyLayout {
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n: n.into(),
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base2k: base2k.into(),
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k: k_ksk.into(),
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rank: rank.into(),
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digits: digits.into(),
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rows: rows.into(),
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};
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let mut scratch: ScratchOwned<B> = ScratchOwned::alloc(
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GLWECiphertext::encrypt_sk_scratch_space(module, basek, k_ct)
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| GGLWEAutomorphismKey::encrypt_sk_scratch_space(module, basek, k_ksk, rank)
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| GLWEPacker::scratch_space(module, basek, k_ct, k_ksk, digits, rank),
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GLWECiphertext::encrypt_sk_scratch_space(module, &glwe_out_infos)
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| GGLWEAutomorphismKey::encrypt_sk_scratch_space(module, &key_infos)
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| GLWEPacker::scratch_space(module, &glwe_out_infos, &key_infos),
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);
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let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc(n, rank);
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let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc(&glwe_out_infos);
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sk.fill_ternary_prob(0.5, &mut source_xs);
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let sk_dft: GLWESecretPrepared<Vec<u8>, B> = sk.prepare_alloc(module, scratch.borrow());
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let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(n, basek, k_ct);
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let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&glwe_out_infos);
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let mut data: Vec<i64> = vec![0i64; n];
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data.iter_mut().enumerate().for_each(|(i, x)| {
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*x = i as i64;
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});
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pt.encode_vec_i64(&data, pt_k);
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pt.encode_vec_i64(&data, pt_k.into());
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let gal_els: Vec<i64> = GLWEPacker::galois_elements(module);
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let mut auto_keys: HashMap<i64, GGLWEAutomorphismKeyPrepared<Vec<u8>, B>> = HashMap::new();
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let mut tmp: GGLWEAutomorphismKey<Vec<u8>> = GGLWEAutomorphismKey::alloc(n, basek, k_ksk, rows, digits, rank);
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let mut tmp: GGLWEAutomorphismKey<Vec<u8>> = GGLWEAutomorphismKey::alloc(&key_infos);
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gal_els.iter().for_each(|gal_el| {
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tmp.encrypt_sk(
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module,
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@@ -125,9 +141,9 @@ where
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let log_batch: usize = 0;
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let mut packer: GLWEPacker = GLWEPacker::new(n, log_batch, basek, k_ct, rank);
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let mut packer: GLWEPacker = GLWEPacker::new(&glwe_out_infos, log_batch);
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let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(n, basek, k_ct, rank);
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let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&glwe_out_infos);
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ct.encrypt_sk(
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module,
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@@ -164,10 +180,10 @@ where
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}
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});
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let mut res = GLWECiphertext::alloc(n, basek, k_ct, rank);
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let mut res: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&glwe_out_infos);
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packer.flush(module, &mut res);
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let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(n, basek, k_ct);
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let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&glwe_out_infos);
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let mut data: Vec<i64> = vec![0i64; n];
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data.iter_mut().enumerate().for_each(|(i, x)| {
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if i.is_multiple_of(5) {
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@@ -175,7 +191,7 @@ where
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}
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});
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pt_want.encode_vec_i64(&data, pt_k);
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pt_want.encode_vec_i64(&data, pt_k.into());
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res.decrypt(module, &mut pt, &sk_dft, scratch.borrow());
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@@ -184,9 +200,8 @@ where
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let noise_have: f64 = pt.std().log2();
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assert!(
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noise_have < -((k_ct - basek) as f64),
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"noise: {}",
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noise_have
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noise_have < -((k_ct - base2k) as f64),
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"noise: {noise_have}"
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);
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}
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