glwe and lwe decryption

poulpy-core/src/decryption/glwe_ct.rs

@@ -1,80 +1,135 @@
 use poulpy_hal::{
     api::{
-        SvpApplyDftToDftInplace, VecZnxBigAddInplace, VecZnxBigAddSmallInplace, VecZnxBigNormalize, VecZnxDftApply,
+        ModuleN, ScratchTakeBasic,
+        SvpApplyDftToDftInplace, VecZnxBigAddInplace, VecZnxBigAddSmallInplace, VecZnxBigNormalize, VecZnxDftApply, VecZnxBigBytesOf,
         VecZnxDftBytesOf, VecZnxIdftApplyConsume, VecZnxNormalizeTmpBytes,
     },
-    layouts::{Backend, DataMut, DataRef, DataViewMut, Module, Scratch},
+    layouts::{Backend, DataMut, DataViewMut, Module, Scratch},
 };
 
-use crate::layouts::{GLWE, GLWEInfos, GLWEPlaintext, LWEInfos, prepared::GLWESecretPrepared};
+use crate::{
+    layouts::{
+        GLWE, GLWEInfos, GLWEPlaintext, LWEInfos, GLWEToMut, GLWEPlaintextToMut,
+        prepared::{GLWESecretPreparedToRef, GLWESecretPrepared},
+    }
+};
 
 impl GLWE<Vec<u8>> {
-    pub fn decrypt_tmp_bytes<B: Backend, A>(module: &Module<B>, infos: &A) -> usize
+    pub fn decrypt_tmp_bytes<A, M, BE: Backend>(module: &M, a_infos: &A) -> usize
     where
         A: GLWEInfos,
-        Module<B>: VecZnxDftBytesOf + VecZnxNormalizeTmpBytes + VecZnxDftBytesOf,
+        M: GLWEDecryption<BE>,
     {
-        let size: usize = infos.size();
+        module.glwe_decrypt_tmp_bytes(a_infos)
-        (module.vec_znx_normalize_tmp_bytes() | module.bytes_of_vec_znx_dft(1, size)) + module.bytes_of_vec_znx_dft(1, size)
     }
 }
 
-impl<DataSelf: DataRef> GLWE<DataSelf> {
+impl<DataSelf: DataMut> GLWE<DataSelf> {
-    pub fn decrypt<DataPt: DataMut, DataSk: DataRef, B: Backend>(
+    pub fn decrypt<P, S, M, BE: Backend>(&mut self, module: &M, pt: &mut P, sk: &S, scratch: &mut Scratch<BE>) 
-        &self,
+    where
-        module: &Module<B>,
+        P: GLWEPlaintextToMut,
-        pt: &mut GLWEPlaintext<DataPt>,
+        S: GLWESecretPreparedToRef<BE>,
-        sk: &GLWESecretPrepared<DataSk, B>,
+        M: GLWEDecryption<BE>,
-        scratch: &mut Scratch<B>,
+        Scratch<BE>: ScratchTakeBasic, 
-    ) where
-        Module<B>: VecZnxDftApply<B>
-            + SvpApplyDftToDftInplace<B>
-            + VecZnxIdftApplyConsume<B>
-            + VecZnxBigAddInplace<B>
-            + VecZnxBigAddSmallInplace<B>
-            + VecZnxBigNormalize<B>,
-        Scratch<B>:,
     {
+        module.glwe_decrypt(self, pt, sk, scratch);
+    }
+}
+
+pub trait GLWEDecryption<BE: Backend>
+where
+    Self: Sized
+        + ModuleN
+        + VecZnxDftBytesOf
+        + VecZnxNormalizeTmpBytes
+        + VecZnxBigBytesOf
+        + VecZnxDftApply<BE>
+        + SvpApplyDftToDftInplace<BE>
+        + VecZnxIdftApplyConsume<BE>
+        + VecZnxBigAddInplace<BE>
+        + VecZnxBigAddSmallInplace<BE>
+        + VecZnxBigNormalize<BE>
+{
+    fn glwe_decrypt_tmp_bytes<A>(&self, infos: &A) -> usize
+    where
+        A: GLWEInfos
+    {
+        let size: usize = infos.size();
+        (self.vec_znx_normalize_tmp_bytes() | self.bytes_of_vec_znx_dft(1, size)) + self.bytes_of_vec_znx_dft(1, size)
+    }
+
+    fn glwe_decrypt<R, P, S>(
+        &self,
+        res: &mut R,
+        pt: &mut P,
+        sk: &S,
+        scratch: &mut Scratch<BE>,
+    ) where
+        R: GLWEToMut,
+        P: GLWEPlaintextToMut,
+        S: GLWESecretPreparedToRef<BE>,
+        Scratch<BE>: ScratchTakeBasic,
+    {
+
+        let res: &mut GLWE<&mut [u8]> = &mut res.to_mut();
+        let pt: &mut GLWEPlaintext<&mut [u8]> = &mut pt.to_ref();
+        let sk: &GLWESecretPrepared<&[u8], BE> = &sk.to_ref();
+
         #[cfg(debug_assertions)]
         {
-            assert_eq!(self.rank(), sk.rank());
+            assert_eq!(res.rank(), sk.rank());
-            assert_eq!(self.n(), sk.n());
+            assert_eq!(res.n(), sk.n());
             assert_eq!(pt.n(), sk.n());
         }
 
-        let cols: usize = (self.rank() + 1).into();
+        let cols: usize = (res.rank() + 1).into();
 
-        let (mut c0_big, scratch_1) = scratch.take_vec_znx_big(self.n().into(), 1, self.size()); // TODO optimize size when pt << ct
+        let (mut c0_big, scratch_1) = scratch.take_vec_znx_big(self, 1, res.size()); // TODO optimize size when pt << ct
         c0_big.data_mut().fill(0);
 
         {
             (1..cols).for_each(|i| {
                 // ci_dft = DFT(a[i]) * DFT(s[i])
-                let (mut ci_dft, _) = scratch_1.take_vec_znx_dft(self.n().into(), 1, self.size()); // TODO optimize size when pt << ct
+                let (mut ci_dft, _) = scratch_1.take_vec_znx_dft(self, 1, res.size()); // TODO optimize size when pt << ct
-                module.vec_znx_dft_apply(1, 0, &mut ci_dft, 0, &self.data, i);
+                self.vec_znx_dft_apply(1, 0, &mut ci_dft, 0, &res.data, i);
-                module.svp_apply_dft_to_dft_inplace(&mut ci_dft, 0, &sk.data, i - 1);
+                self.svp_apply_dft_to_dft_inplace(&mut ci_dft, 0, &sk.data, i - 1);
-                let ci_big = module.vec_znx_idft_apply_consume(ci_dft);
+                let ci_big = self.vec_znx_idft_apply_consume(ci_dft);
 
                 // c0_big += a[i] * s[i]
-                module.vec_znx_big_add_inplace(&mut c0_big, 0, &ci_big, 0);
+                self.vec_znx_big_add_inplace(&mut c0_big, 0, &ci_big, 0);
             });
         }
 
         // c0_big = (a * s) + (-a * s + m + e) = BIG(m + e)
-        module.vec_znx_big_add_small_inplace(&mut c0_big, 0, &self.data, 0);
+        self.vec_znx_big_add_small_inplace(&mut c0_big, 0, &res.data, 0);
 
         // pt = norm(BIG(m + e))
-        module.vec_znx_big_normalize(
+        self.vec_znx_big_normalize(
-            self.base2k().into(),
+            res.base2k().into(),
             &mut pt.data,
             0,
-            self.base2k().into(),
+            res.base2k().into(),
             &c0_big,
             0,
             scratch_1,
         );
 
-        pt.base2k = self.base2k();
+        pt.base2k = res.base2k();
-        pt.k = pt.k().min(self.k());
+        pt.k = pt.k().min(res.k());
     }
+    
 }
+
+impl <BE: Backend> GLWEDecryption<BE> for Module<BE> where
+    Self: ModuleN
+        + VecZnxDftBytesOf
+        + VecZnxNormalizeTmpBytes
+        + VecZnxBigBytesOf
+        + VecZnxDftApply<BE>
+        + SvpApplyDftToDftInplace<BE>
+        + VecZnxIdftApplyConsume<BE>
+        + VecZnxBigAddInplace<BE>
+        + VecZnxBigAddSmallInplace<BE>
+        + VecZnxBigNormalize<BE>
+{
+}

poulpy-core/src/decryption/lwe_ct.rs

@@ -4,40 +4,64 @@ use poulpy_hal::{
     oep::{ScratchOwnedAllocImpl, ScratchOwnedBorrowImpl},
 };
 
-use crate::layouts::{LWE, LWEInfos, LWEPlaintext, LWESecret};
+use crate::layouts::{LWE, LWEInfos, LWEPlaintext, LWESecret, LWEToMut, LWEPlaintextToMut, LWESecretToRef};
 
-impl<DataSelf> LWE<DataSelf>
+impl<DataSelf: DataRef + DataMut> LWE<DataSelf>
-where
-    DataSelf: DataRef,
 {
-    pub fn decrypt<DataPt, DataSk, B>(&self, module: &Module<B>, pt: &mut LWEPlaintext<DataPt>, sk: &LWESecret<DataSk>)
+    pub fn decrypt<P, S, M, B>(&mut self, module: &M, pt: &mut P, sk: S)
     where
-        DataPt: DataMut,
+        P: LWEPlaintextToMut,
-        DataSk: DataRef,
+        S: LWESecretToRef,
-        Module<B>: ZnNormalizeInplace<B>,
+        M: LWEDecrypt<B>,
         B: Backend + ScratchOwnedAllocImpl<B> + ScratchOwnedBorrowImpl<B>,
     {
+        module.lwe_decrypt(self, pt, sk);
+    }
+}
+
+pub trait LWEDecrypt<BE: Backend>
+where
+    Self: Sized + ZnNormalizeInplace<BE>
+{
+    fn lwe_decrypt<R, P, S>(&self, res: &mut R, pt: &mut P, sk: S)
+    where
+            R: LWEToMut,
+            P: LWEPlaintextToMut,
+            S: LWESecretToRef,
+            BE: Backend + ScratchOwnedAllocImpl<BE> + ScratchOwnedBorrowImpl<BE>,
+    {
+
+        let res: &mut LWE<&mut [u8]> = &mut res.to_mut();
+        let pt: &mut LWEPlaintext<&mut [u8]> = &mut pt.to_mut();
+        let sk: LWESecret<&[u8]> = sk.to_ref();
+
         #[cfg(debug_assertions)]
         {
-            assert_eq!(self.n(), sk.n());
+            assert_eq!(res.n(), sk.n());
         }
 
-        (0..pt.size().min(self.size())).for_each(|i| {
+        (0..pt.size().min(res.size())).for_each(|i| {
-            pt.data.at_mut(0, i)[0] = self.data.at(0, i)[0]
+            pt.data.at_mut(0, i)[0] = res.data.at(0, i)[0]
-                + self.data.at(0, i)[1..]
+                + res.data.at(0, i)[1..]
                     .iter()
                     .zip(sk.data.at(0, 0))
                     .map(|(x, y)| x * y)
                     .sum::<i64>();
         });
-        module.zn_normalize_inplace(
+        self.zn_normalize_inplace(
             1,
-            self.base2k().into(),
+            res.base2k().into(),
             &mut pt.data,
             0,
             ScratchOwned::alloc(size_of::<i64>()).borrow(),
         );
-        pt.base2k = self.base2k();
+        pt.base2k = res.base2k();
-        pt.k = crate::layouts::TorusPrecision(self.k().0.min(pt.size() as u32 * self.base2k().0));
+        pt.k = crate::layouts::TorusPrecision(res.k().0.min(pt.size() as u32 * res.base2k().0));
     }
 }
+
+impl<BE: Backend> LWEDecrypt<BE> for Module<BE> where 
+    Self: Sized + ZnNormalizeInplace<BE>
+{
+    
+}