wip

poulpy-core/src/external_product/gglwe_atk.rs

@@ -1,82 +1,46 @@
-use poulpy_hal::{
+use poulpy_hal::layouts::{Backend, DataMut, Scratch};
-    api::{
+
-        ScratchAvailable, VecZnxBigNormalize, VecZnxDftApply, VecZnxDftBytesOf, VecZnxIdftApplyConsume, VecZnxNormalize,
+use crate::{
-        VecZnxNormalizeTmpBytes, VmpApplyDftToDft, VmpApplyDftToDftAdd, VmpApplyDftToDftTmpBytes,
+    ScratchTakeCore,
-    },
+    external_product::gglwe_ksk::GGLWEExternalProduct,
-    layouts::{Backend, DataMut, DataRef, Module, Scratch},
+    layouts::{AutomorphismKey, AutomorphismKeyToRef, GGLWEInfos, GGSWInfos, prepared::GGSWPreparedToRef},
 };
 
-use crate::layouts::{AutomorphismKey, GGLWEInfos, GGSWInfos, GLWESwitchingKey, prepared::GGSWPrepared};
-
 impl AutomorphismKey<Vec<u8>> {
-    pub fn external_product_scratch_space<B: Backend, OUT, IN, GGSW>(
+    pub fn external_product_tmp_bytes<R, A, B, M, BE: Backend>(
-        module: &Module<B>,
+        &self,
-        out_infos: &OUT,
+        module: &M,
-        in_infos: &IN,
+        res_infos: &R,
-        ggsw_infos: &GGSW,
+        a_infos: &A,
+        b_infos: &B,
     ) -> usize
     where
-        OUT: GGLWEInfos,
+        R: GGLWEInfos,
-        IN: GGLWEInfos,
+        A: GGLWEInfos,
-        GGSW: GGSWInfos,
+        B: GGSWInfos,
-        Module<B>: VecZnxDftBytesOf + VmpApplyDftToDftTmpBytes + VecZnxNormalizeTmpBytes,
+        M: GGLWEExternalProduct<BE>,
     {
-        GLWESwitchingKey::external_product_scratch_space(module, out_infos, in_infos, ggsw_infos)
+        module.gglwe_external_product_tmp_bytes(res_infos, a_infos, b_infos)
-    }
-
-    pub fn external_product_inplace_scratch_space<B: Backend, OUT, GGSW>(
-        module: &Module<B>,
-        out_infos: &OUT,
-        ggsw_infos: &GGSW,
-    ) -> usize
-    where
-        OUT: GGLWEInfos,
-        GGSW: GGSWInfos,
-        Module<B>: VecZnxDftBytesOf + VmpApplyDftToDftTmpBytes + VecZnxNormalizeTmpBytes,
-    {
-        GLWESwitchingKey::external_product_inplace_scratch_space(module, out_infos, ggsw_infos)
     }
 }
 
 impl<DataSelf: DataMut> AutomorphismKey<DataSelf> {
-    pub fn external_product<DataLhs: DataRef, DataRhs: DataRef, B: Backend>(
+    pub fn external_product<A, B, M, BE: Backend>(&mut self, module: &M, a: &A, b: &B, scratch: &mut Scratch<BE>)
-        &mut self,
+    where
-        module: &Module<B>,
+        M: GGLWEExternalProduct<BE>,
-        lhs: &AutomorphismKey<DataLhs>,
+        A: AutomorphismKeyToRef,
-        rhs: &GGSWPrepared<DataRhs, B>,
+        B: GGSWPreparedToRef<BE>,
-        scratch: &mut Scratch<B>,
+        Scratch<BE>: ScratchTakeCore<BE>,
-    ) where
-        Module<B>: VecZnxDftBytesOf
-            + VmpApplyDftToDftTmpBytes
-            + VecZnxNormalizeTmpBytes
-            + VecZnxDftApply<B>
-            + VmpApplyDftToDft<B>
-            + VmpApplyDftToDftAdd<B>
-            + VecZnxIdftApplyConsume<B>
-            + VecZnxBigNormalize<B>
-            + VecZnxNormalize<B>,
-        Scratch<B>: ScratchAvailable,
     {
-        self.key.external_product(module, &lhs.key, rhs, scratch);
+        module.gglwe_external_product(&mut self.key.key, &a.to_ref().key.key, b, scratch);
     }
 
-    pub fn external_product_inplace<DataRhs: DataRef, B: Backend>(
+    pub fn external_product_inplace<A, M, BE: Backend>(&mut self, module: &M, a: &A, scratch: &mut Scratch<BE>)
-        &mut self,
+    where
-        module: &Module<B>,
+        M: GGLWEExternalProduct<BE>,
-        rhs: &GGSWPrepared<DataRhs, B>,
+        A: GGSWPreparedToRef<BE>,
-        scratch: &mut Scratch<B>,
+        Scratch<BE>: ScratchTakeCore<BE>,
-    ) where
-        Module<B>: VecZnxDftBytesOf
-            + VmpApplyDftToDftTmpBytes
-            + VecZnxNormalizeTmpBytes
-            + VecZnxDftApply<B>
-            + VmpApplyDftToDft<B>
-            + VmpApplyDftToDftAdd<B>
-            + VecZnxIdftApplyConsume<B>
-            + VecZnxBigNormalize<B>
-            + VecZnxNormalize<B>,
-        Scratch<B>: ScratchAvailable,
     {
-        self.key.external_product_inplace(module, rhs, scratch);
+        module.gglwe_external_product_inplace(&mut self.key.key, a, scratch);
     }
 }

poulpy-core/src/external_product/gglwe_ksk.rs

@@ -1,143 +1,134 @@
-use poulpy_hal::{
+use poulpy_hal::layouts::{Backend, DataMut, Module, Scratch, ZnxZero};
-    api::{
+
-        ScratchAvailable, VecZnxBigNormalize, VecZnxDftApply, VecZnxDftBytesOf, VecZnxIdftApplyConsume, VecZnxNormalize,
+use crate::{
-        VecZnxNormalizeTmpBytes, VmpApplyDftToDft, VmpApplyDftToDftAdd, VmpApplyDftToDftTmpBytes,
+    GLWEExternalProduct, ScratchTakeCore,
+    layouts::{
+        GGLWE, GGLWEInfos, GGLWEToMut, GGLWEToRef, GGSWInfos, GLWEInfos, GLWESwitchingKey, GLWESwitchingKeyToRef,
+        prepared::{GGSWPrepared, GGSWPreparedToRef},
     },
-    layouts::{Backend, DataMut, DataRef, Module, Scratch, ZnxZero},
 };
 
-use crate::layouts::{GGLWEInfos, GGSWInfos, GLWE, GLWESwitchingKey, prepared::GGSWPrepared};
+pub trait GGLWEExternalProduct<BE: Backend>
-
-impl GLWESwitchingKey<Vec<u8>> {
-    pub fn external_product_scratch_space<B: Backend, OUT, IN, GGSW>(
-        module: &Module<B>,
-        out_infos: &OUT,
-        in_infos: &IN,
-        ggsw_infos: &GGSW,
-    ) -> usize
 where
-        OUT: GGLWEInfos,
+    Self: GLWEExternalProduct<BE>,
-        IN: GGLWEInfos,
-        GGSW: GGSWInfos,
-        Module<B>: VecZnxDftBytesOf + VmpApplyDftToDftTmpBytes + VecZnxNormalizeTmpBytes,
 {
-        GLWE::external_product_scratch_space(
+    fn gglwe_external_product_tmp_bytes<R, A, B>(&self, res_infos: &R, a_infos: &A, b_infos: &B) -> usize
-            module,
+    where
-            &out_infos.glwe_layout(),
+        R: GGLWEInfos,
-            &in_infos.glwe_layout(),
+        A: GGLWEInfos,
-            ggsw_infos,
+        B: GGSWInfos,
-        )
+    {
+        self.glwe_external_product_scratch_space(res_infos, a_infos, b_infos)
     }
 
-    pub fn external_product_inplace_scratch_space<B: Backend, OUT, GGSW>(
+    fn gglwe_external_product<R, A, B>(&self, res: &mut R, a: &A, b: &B, scratch: &mut Scratch<BE>)
-        module: &Module<B>,
+    where
-        out_infos: &OUT,
+        R: GGLWEToMut,
-        ggsw_infos: &GGSW,
+        A: GGLWEToRef,
+        B: GGSWPreparedToRef<BE>,
+        Scratch<BE>: ScratchTakeCore<BE>,
+    {
+        let res: &mut GGLWE<&mut [u8]> = &mut res.to_mut();
+        let a: &GGLWE<&[u8]> = &a.to_ref();
+        let b: &GGSWPrepared<&[u8], BE> = &b.to_ref();
+
+        assert_eq!(
+            res.rank_in(),
+            a.rank_in(),
+            "res input rank_in: {} != a input rank_in: {}",
+            res.rank_in(),
+            a.rank_in()
+        );
+        assert_eq!(
+            a.rank_out(),
+            b.rank(),
+            "a output rank_out: {} != b rank: {}",
+            a.rank_out(),
+            b.rank()
+        );
+        assert_eq!(
+            res.rank_out(),
+            b.rank(),
+            "res output rank_out: {} != b rank: {}",
+            res.rank_out(),
+            b.rank()
+        );
+
+        for row in 0..res.dnum().into() {
+            for col in 0..res.rank_in().into() {
+                self.glwe_external_product(&mut res.at_mut(row, col), &a.at(row, col), b, scratch);
+            }
+        }
+
+        for row in res.dnum().min(a.dnum()).into()..res.dnum().into() {
+            for col in 0..res.rank_in().into() {
+                res.at_mut(row, col).data_mut().zero();
+            }
+        }
+    }
+
+    fn gglwe_external_product_inplace<R, A>(&self, res: &mut R, a: &A, scratch: &mut Scratch<BE>)
+    where
+        R: GGLWEToMut,
+        A: GGSWPreparedToRef<BE>,
+        Scratch<BE>: ScratchTakeCore<BE>,
+    {
+        let res: &mut GGLWE<&mut [u8]> = &mut res.to_mut();
+        let a: &GGSWPrepared<&[u8], BE> = &a.to_ref();
+
+        assert_eq!(
+            res.rank_out(),
+            a.rank(),
+            "res output rank: {} != a rank: {}",
+            res.rank_out(),
+            a.rank()
+        );
+
+        for row in 0..res.dnum().into() {
+            for col in 0..res.rank_in().into() {
+                self.glwe_external_product_inplace(&mut res.at_mut(row, col), a, scratch);
+            }
+        }
+    }
+}
+
+impl<BE: Backend> GGLWEExternalProduct<BE> for Module<BE> where Self: GLWEExternalProduct<BE> {}
+
+impl GLWESwitchingKey<Vec<u8>> {
+    pub fn external_product_tmp_bytes<R, A, B, M, BE: Backend>(
+        &self,
+        module: &M,
+        res_infos: &R,
+        a_infos: &A,
+        b_infos: &B,
     ) -> usize
     where
-        OUT: GGLWEInfos,
+        R: GGLWEInfos,
-        GGSW: GGSWInfos,
+        A: GGLWEInfos,
-        Module<B>: VecZnxDftBytesOf + VmpApplyDftToDftTmpBytes + VecZnxNormalizeTmpBytes,
+        B: GGSWInfos,
+        M: GGLWEExternalProduct<BE>,
     {
-        GLWE::external_product_inplace_scratch_space(module, &out_infos.glwe_layout(), ggsw_infos)
+        module.gglwe_external_product_tmp_bytes(res_infos, a_infos, b_infos)
     }
 }
 
 impl<DataSelf: DataMut> GLWESwitchingKey<DataSelf> {
-    pub fn external_product<DataLhs: DataRef, DataRhs: DataRef, B: Backend>(
+    pub fn external_product<A, B, M, BE: Backend>(&mut self, module: &M, a: &A, b: &B, scratch: &mut Scratch<BE>)
-        &mut self,
+    where
-        module: &Module<B>,
+        M: GGLWEExternalProduct<BE>,
-        lhs: &GLWESwitchingKey<DataLhs>,
+        A: GLWESwitchingKeyToRef,
-        rhs: &GGSWPrepared<DataRhs, B>,
+        B: GGSWPreparedToRef<BE>,
-        scratch: &mut Scratch<B>,
+        Scratch<BE>: ScratchTakeCore<BE>,
-    ) where
-        Module<B>: VecZnxDftBytesOf
-            + VmpApplyDftToDftTmpBytes
-            + VecZnxNormalizeTmpBytes
-            + VecZnxDftApply<B>
-            + VmpApplyDftToDft<B>
-            + VmpApplyDftToDftAdd<B>
-            + VecZnxIdftApplyConsume<B>
-            + VecZnxBigNormalize<B>
-            + VecZnxNormalize<B>,
-        Scratch<B>: ScratchAvailable,
     {
-        #[cfg(debug_assertions)]
+        module.gglwe_external_product(&mut self.key, &a.to_ref().key, b, scratch);
+    }
+
+    pub fn external_product_inplace<A, M, BE: Backend>(&mut self, module: &M, a: &A, scratch: &mut Scratch<BE>)
+    where
+        M: GGLWEExternalProduct<BE>,
+        A: GGSWPreparedToRef<BE>,
+        Scratch<BE>: ScratchTakeCore<BE>,
     {
-            use crate::layouts::GLWEInfos;
+        module.gglwe_external_product_inplace(&mut self.key, a, scratch);
-
-            assert_eq!(
-                self.rank_in(),
-                lhs.rank_in(),
-                "ksk_out input rank: {} != ksk_in input rank: {}",
-                self.rank_in(),
-                lhs.rank_in()
-            );
-            assert_eq!(
-                lhs.rank_out(),
-                rhs.rank(),
-                "ksk_in output rank: {} != ggsw rank: {}",
-                self.rank_out(),
-                rhs.rank()
-            );
-            assert_eq!(
-                self.rank_out(),
-                rhs.rank(),
-                "ksk_out output rank: {} != ggsw rank: {}",
-                self.rank_out(),
-                rhs.rank()
-            );
-        }
-
-        (0..self.rank_in().into()).for_each(|col_i| {
-            (0..self.dnum().into()).for_each(|row_j| {
-                self.at_mut(row_j, col_i)
-                    .external_product(module, &lhs.at(row_j, col_i), rhs, scratch);
-            });
-        });
-
-        (self.dnum().min(lhs.dnum()).into()..self.dnum().into()).for_each(|row_i| {
-            (0..self.rank_in().into()).for_each(|col_j| {
-                self.at_mut(row_i, col_j).data.zero();
-            });
-        });
-    }
-
-    pub fn external_product_inplace<DataRhs: DataRef, B: Backend>(
-        &mut self,
-        module: &Module<B>,
-        rhs: &GGSWPrepared<DataRhs, B>,
-        scratch: &mut Scratch<B>,
-    ) where
-        Module<B>: VecZnxDftBytesOf
-            + VmpApplyDftToDftTmpBytes
-            + VecZnxNormalizeTmpBytes
-            + VecZnxDftApply<B>
-            + VmpApplyDftToDft<B>
-            + VmpApplyDftToDftAdd<B>
-            + VecZnxIdftApplyConsume<B>
-            + VecZnxBigNormalize<B>
-            + VecZnxNormalize<B>,
-        Scratch<B>: ScratchAvailable,
-    {
-        #[cfg(debug_assertions)]
-        {
-            use crate::layouts::GLWEInfos;
-
-            assert_eq!(
-                self.rank_out(),
-                rhs.rank(),
-                "ksk_out output rank: {} != ggsw rank: {}",
-                self.rank_out(),
-                rhs.rank()
-            );
-        }
-
-        (0..self.rank_in().into()).for_each(|col_i| {
-            (0..self.dnum().into()).for_each(|row_j| {
-                self.at_mut(row_j, col_i)
-                    .external_product_inplace(module, rhs, scratch);
-            });
-        });
     }
 }

poulpy-core/src/external_product/ggsw_ct.rs

@@ -1,6 +1,6 @@
 use poulpy_hal::{
     api::ScratchAvailable,
-    layouts::{Backend, DataMut, DataRef, Module, Scratch, ZnxZero},
+    layouts::{Backend, DataMut, Module, Scratch, ZnxZero},
 };
 
 use crate::{
@@ -115,20 +115,22 @@ impl GGSW<Vec<u8>> {
 }
 
 impl<DataSelf: DataMut> GGSW<DataSelf> {
-    pub fn external_product<DataLhs: DataRef, DataRhs: DataRef, B: Backend>(
+    pub fn external_product<A, B, M, BE: Backend>(&mut self, module: &M, a: &A, b: &B, scratch: &mut Scratch<BE>)
-        &mut self,
+    where
-        module: &Module<B>,
+        M: GGSWExternalProduct<BE>,
-        lhs: &GGSW<DataLhs>,
+        A: GGSWToRef,
-        rhs: &GGSWPrepared<DataRhs, B>,
+        B: GGSWPreparedToRef<BE>,
-        scratch: &mut Scratch<B>,
+        Scratch<BE>: ScratchTakeCore<BE>,
-    ) {
+    {
+        module.ggsw_external_product(self, a, b, scratch);
     }
 
-    pub fn external_product_inplace<DataRhs: DataRef, B: Backend>(
+    pub fn external_product_inplace<A, M, BE: Backend>(&mut self, module: &M, a: &A, scratch: &mut Scratch<BE>)
-        &mut self,
+    where
-        module: &Module<B>,
+        M: GGSWExternalProduct<BE>,
-        rhs: &GGSWPrepared<DataRhs, B>,
+        A: GGSWPreparedToRef<BE>,
-        scratch: &mut Scratch<B>,
+        Scratch<BE>: ScratchTakeCore<BE>,
-    ) {
+    {
+        module.ggsw_external_product_inplace(self, a, scratch);
     }
 }

poulpy-core/src/external_product/glwe_ct.rs

@@ -15,35 +15,30 @@ use crate::{
 };
 
 impl<DataSelf: DataMut> GLWE<DataSelf> {
-    pub fn external_product_scratch_space<R, A, B, BE: Backend>(
+    pub fn external_product_scratch_space<R, A, B, M, BE: Backend>(module: &M, res_infos: &R, a_infos: &A, b_infos: &B) -> usize
-        module: Module<BE>,
-        res_infos: &R,
-        a_infos: &A,
-        b_infos: &B,
-    ) -> usize
     where
         R: GLWEInfos,
         A: GLWEInfos,
         B: GGSWInfos,
-        Module<BE>: GLWEExternalProduct<BE>,
+        M: GLWEExternalProduct<BE>,
     {
         module.glwe_external_product_scratch_space(res_infos, a_infos, b_infos)
     }
 
-    pub fn external_product<A, B, BE: Backend>(&mut self, module: &Module<BE>, a: &A, b: &B, scratch: &mut Scratch<BE>)
+    pub fn external_product<A, B, M, BE: Backend>(&mut self, module: &M, a: &A, b: &B, scratch: &mut Scratch<BE>)
     where
         A: GLWEToRef,
         B: GGSWPreparedToRef<BE>,
-        Module<BE>: GLWEExternalProduct<BE>,
+        M: GLWEExternalProduct<BE>,
         Scratch<BE>: ScratchTakeCore<BE>,
     {
         module.glwe_external_product(self, a, b, scratch);
     }
 
-    pub fn external_product_inplace<A, BE: Backend>(&mut self, module: &Module<BE>, a: &A, scratch: &mut Scratch<BE>)
+    pub fn external_product_inplace<A, M, BE: Backend>(&mut self, module: &M, a: &A, scratch: &mut Scratch<BE>)
     where
         A: GGSWPreparedToRef<BE>,
-        Module<BE>: GLWEExternalProduct<BE>,
+        M: GLWEExternalProduct<BE>,
         Scratch<BE>: ScratchTakeCore<BE>,
     {
         module.glwe_external_product_inplace(self, a, scratch);

poulpy-core/src/layouts/compressed/gglwe_atk.rs

@@ -161,14 +161,7 @@ impl AutomorphismKeyCompressed<Vec<u8>> {
         module.bytes_of_automorphism_key_compressed_from_infos(infos)
     }
 
-    pub fn bytes_of<M>(
+    pub fn bytes_of<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank: Rank, dnum: Dnum, dsize: Dsize) -> usize
-        module: &M,
-        base2k: Base2K,
-        k: TorusPrecision,
-        rank: Rank,
-        dnum: Dnum,
-        dsize: Dsize,
-    ) -> usize
     where
         M: AutomorphismKeyCompressedAlloc,
     {

poulpy-core/src/layouts/compressed/gglwe_ct.rs

@@ -217,14 +217,7 @@ impl GGLWECompressed<Vec<u8>> {
         module.bytes_of_gglwe_compressed_from_infos(infos)
     }
 
-    pub fn byte_of<M>(
+    pub fn byte_of<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank_in: Rank, dnum: Dnum, dsize: Dsize) -> usize
-        module: &M,
-        base2k: Base2K,
-        k: TorusPrecision,
-        rank_in: Rank,
-        dnum: Dnum,
-        dsize: Dsize,
-    ) -> usize
     where
         M: GGLWECompressedAlloc,
     {

poulpy-core/src/layouts/compressed/gglwe_ksk.rs

@@ -166,14 +166,7 @@ impl GLWESwitchingKeyCompressed<Vec<u8>> {
         module.bytes_of_glwe_switching_key_compressed_from_infos(infos)
     }
 
-    pub fn bytes_of<M>(
+    pub fn bytes_of<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank_in: Rank, dnum: Dnum, dsize: Dsize) -> usize
-        module: &M,
-        base2k: Base2K,
-        k: TorusPrecision,
-        rank_in: Rank,
-        dnum: Dnum,
-        dsize: Dsize,
-    ) -> usize
     where
         M: GLWESwitchingKeyCompressedAlloc,
     {

poulpy-core/src/layouts/compressed/gglwe_tsk.rs

@@ -163,14 +163,7 @@ impl TensorKeyCompressed<Vec<u8>> {
         module.bytes_of_tensor_key_compressed_from_infos(infos)
     }
 
-    pub fn bytes_of<M>(
+    pub fn bytes_of<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank: Rank, dnum: Dnum, dsize: Dsize) -> usize
-        module: &M,
-        base2k: Base2K,
-        k: TorusPrecision,
-        rank: Rank,
-        dnum: Dnum,
-        dsize: Dsize,
-    ) -> usize
     where
         M: TensorKeyCompressedAlloc,
     {

poulpy-core/src/layouts/compressed/ggsw_ct.rs

@@ -193,14 +193,7 @@ impl GGSWCompressed<Vec<u8>> {
         module.bytes_of_ggsw_compressed_key_from_infos(infos)
     }
 
-    pub fn bytes_of<M>(
+    pub fn bytes_of<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank: Rank, dnum: Dnum, dsize: Dsize) -> usize
-        module: &M,
-        base2k: Base2K,
-        k: TorusPrecision,
-        rank: Rank,
-        dnum: Dnum,
-        dsize: Dsize,
-    ) -> usize
     where
         M: GGSWCompressedAlloc,
     {

poulpy-core/src/layouts/gglwe_ct.rs

@@ -304,7 +304,15 @@ impl GGLWE<Vec<u8>> {
         module.alloc_glwe_from_infos(infos)
     }
 
-    pub fn alloc<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank_in: Rank, rank_out: Rank, dnum: Dnum, dsize: Dsize) -> Self
+    pub fn alloc<M>(
+        module: &M,
+        base2k: Base2K,
+        k: TorusPrecision,
+        rank_in: Rank,
+        rank_out: Rank,
+        dnum: Dnum,
+        dsize: Dsize,
+    ) -> Self
     where
         M: GGLWEAlloc,
     {

poulpy-core/src/layouts/prepared/lwe_to_glwe_ksk.rs

@@ -123,7 +123,10 @@ impl<B: Backend> LWEToGLWESwitchingKeyPrepared<Vec<u8>, B>{
         module.alloc_lwe_to_glwe_switching_key_prepared_from_infos(infos)
     }
 
-    pub fn alloc<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank_out: Rank, dnum: Dnum) -> Self where M: LWEToGLWESwitchingKeyPreparedAlloc<B>, {
+    pub fn alloc<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank_out: Rank, dnum: Dnum) -> Self
+    where
+        M: LWEToGLWESwitchingKeyPreparedAlloc<B>,
+    {
         module.alloc_lwe_to_glwe_switching_key_prepared(base2k, k, rank_out, dnum)
     }
 
@@ -135,7 +138,10 @@ impl<B: Backend> LWEToGLWESwitchingKeyPrepared<Vec<u8>, B>{
         module.bytes_of_lwe_to_glwe_switching_key_prepared_from_infos(infos)
     }
 
-    pub fn bytes_of<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank_out: Rank, dnum: Dnum) -> usize where M: LWEToGLWESwitchingKeyPreparedAlloc<B>,{
+    pub fn bytes_of<M>(module: &M, base2k: Base2K, k: TorusPrecision, rank_out: Rank, dnum: Dnum) -> usize
+    where
+        M: LWEToGLWESwitchingKeyPreparedAlloc<B>,
+    {
         module.bytes_of_lwe_to_glwe_switching_key_prepared(base2k, k, rank_out, dnum)
     }
 }