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Ref. + AVX code & generic tests + benches (#85)
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poulpy-hal/src/reference/fft64/vec_znx_big.rs
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521
poulpy-hal/src/reference/fft64/vec_znx_big.rs
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use std::f64::consts::SQRT_2;
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use crate::{
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api::VecZnxBigAddNormal,
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layouts::{
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Backend, Module, VecZnx, VecZnxBig, VecZnxBigToMut, VecZnxBigToRef, VecZnxToMut, VecZnxToRef, ZnxView, ZnxViewMut,
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},
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oep::VecZnxBigAllocBytesImpl,
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reference::{
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vec_znx::{
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vec_znx_add, vec_znx_add_inplace, vec_znx_automorphism, vec_znx_automorphism_inplace, vec_znx_negate,
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vec_znx_negate_inplace, vec_znx_normalize, vec_znx_sub, vec_znx_sub_ab_inplace, vec_znx_sub_ba_inplace,
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},
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znx::{
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ZnxAdd, ZnxAddInplace, ZnxAutomorphism, ZnxCopy, ZnxNegate, ZnxNegateInplace, ZnxNormalizeFinalStep,
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ZnxNormalizeFirstStep, ZnxNormalizeFirstStepCarryOnly, ZnxNormalizeMiddleStep, ZnxNormalizeMiddleStepCarryOnly,
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ZnxSub, ZnxSubABInplace, ZnxSubBAInplace, ZnxZero, znx_add_normal_f64_ref,
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},
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},
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source::Source,
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};
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pub fn vec_znx_big_add<R, A, B, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize, b: &B, b_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxAdd + ZnxCopy + ZnxZero,
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R: VecZnxBigToMut<BE>,
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A: VecZnxBigToRef<BE>,
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B: VecZnxBigToRef<BE>,
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{
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let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
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let a: VecZnxBig<&[u8], BE> = a.to_ref();
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let b: VecZnxBig<&[u8], BE> = b.to_ref();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
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cols: a.cols,
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size: a.size,
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max_size: a.max_size,
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};
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let b_vznx: VecZnx<&[u8]> = VecZnx {
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data: b.data,
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n: b.n,
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cols: b.cols,
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size: b.size,
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max_size: b.max_size,
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};
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vec_znx_add::<_, _, _, BE>(&mut res_vznx, res_col, &a_vznx, a_col, &b_vznx, b_col);
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}
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pub fn vec_znx_big_add_inplace<R, A, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxAddInplace,
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R: VecZnxBigToMut<BE>,
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A: VecZnxBigToRef<BE>,
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{
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let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
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let a: VecZnxBig<&[u8], BE> = a.to_ref();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
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cols: a.cols,
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size: a.size,
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max_size: a.max_size,
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};
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vec_znx_add_inplace::<_, _, BE>(&mut res_vznx, res_col, &a_vznx, a_col);
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}
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pub fn vec_znx_big_add_small<R, A, B, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize, b: &B, b_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxAdd + ZnxCopy + ZnxZero,
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R: VecZnxBigToMut<BE>,
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A: VecZnxBigToRef<BE>,
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B: VecZnxToRef,
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{
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let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
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let a: VecZnxBig<&[u8], BE> = a.to_ref();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
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cols: a.cols,
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size: a.size,
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max_size: a.max_size,
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};
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vec_znx_add::<_, _, _, BE>(&mut res_vznx, res_col, &a_vznx, a_col, b, b_col);
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}
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pub fn vec_znx_big_add_small_inplace<R, A, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxAddInplace,
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R: VecZnxBigToMut<BE>,
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A: VecZnxToRef,
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{
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let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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vec_znx_add_inplace::<_, _, BE>(&mut res_vznx, res_col, a, a_col);
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}
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pub fn vec_znx_big_automorphism_inplace_tmp_bytes(n: usize) -> usize {
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n * size_of::<i64>()
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}
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pub fn vec_znx_big_automorphism<R, A, BE>(p: i64, res: &mut R, res_col: usize, a: &A, a_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxAutomorphism + ZnxZero,
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R: VecZnxBigToMut<BE>,
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A: VecZnxBigToRef<BE>,
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{
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let res: VecZnxBig<&mut [u8], _> = res.to_mut();
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let a: VecZnxBig<&[u8], _> = a.to_ref();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
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cols: a.cols,
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size: a.size,
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max_size: a.max_size,
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};
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vec_znx_automorphism::<_, _, BE>(p, &mut res_vznx, res_col, &a_vznx, a_col);
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}
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pub fn vec_znx_big_automorphism_inplace<R, BE>(p: i64, res: &mut R, res_col: usize, tmp: &mut [i64])
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where
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BE: Backend<ScalarBig = i64> + ZnxAutomorphism + ZnxCopy,
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R: VecZnxBigToMut<BE>,
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{
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let res: VecZnxBig<&mut [u8], _> = res.to_mut();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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vec_znx_automorphism_inplace::<_, BE>(p, &mut res_vznx, res_col, tmp);
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}
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pub fn vec_znx_big_negate<R, A, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxNegate + ZnxZero,
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R: VecZnxBigToMut<BE>,
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A: VecZnxBigToRef<BE>,
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{
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let res: VecZnxBig<&mut [u8], _> = res.to_mut();
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let a: VecZnxBig<&[u8], _> = a.to_ref();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
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cols: a.cols,
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size: a.size,
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max_size: a.max_size,
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};
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vec_znx_negate::<_, _, BE>(&mut res_vznx, res_col, &a_vznx, a_col);
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}
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pub fn vec_znx_big_negate_inplace<R, BE>(res: &mut R, res_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxNegateInplace,
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R: VecZnxBigToMut<BE>,
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{
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let res: VecZnxBig<&mut [u8], _> = res.to_mut();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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vec_znx_negate_inplace::<_, BE>(&mut res_vznx, res_col);
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}
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pub fn vec_znx_big_normalize_tmp_bytes(n: usize) -> usize {
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n * size_of::<i64>()
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}
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pub fn vec_znx_big_normalize<R, A, BE>(basek: usize, res: &mut R, res_col: usize, a: &A, a_col: usize, carry: &mut [i64])
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where
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R: VecZnxToMut,
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A: VecZnxBigToRef<BE>,
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BE: Backend<ScalarBig = i64>
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+ ZnxNormalizeFirstStepCarryOnly
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+ ZnxNormalizeMiddleStepCarryOnly
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+ ZnxNormalizeMiddleStep
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+ ZnxNormalizeFinalStep
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+ ZnxNormalizeFirstStep
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+ ZnxZero,
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{
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let a: VecZnxBig<&[u8], _> = a.to_ref();
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
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cols: a.cols,
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size: a.size,
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max_size: a.max_size,
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};
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vec_znx_normalize::<_, _, BE>(basek, res, res_col, &a_vznx, a_col, carry);
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}
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pub fn vec_znx_big_add_normal_ref<R, B: Backend<ScalarBig = i64>>(
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basek: usize,
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res: &mut R,
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res_col: usize,
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k: usize,
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sigma: f64,
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bound: f64,
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source: &mut Source,
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) where
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R: VecZnxBigToMut<B>,
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{
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let mut res: VecZnxBig<&mut [u8], B> = res.to_mut();
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assert!(
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(bound.log2().ceil() as i64) < 64,
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"invalid bound: ceil(log2(bound))={} > 63",
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(bound.log2().ceil() as i64)
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);
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let limb: usize = k.div_ceil(basek) - 1;
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let scale: f64 = (1 << ((limb + 1) * basek - k)) as f64;
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znx_add_normal_f64_ref(
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res.at_mut(res_col, limb),
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sigma * scale,
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bound * scale,
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source,
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)
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}
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pub fn test_vec_znx_big_add_normal<B>(module: &Module<B>)
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where
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Module<B>: VecZnxBigAddNormal<B>,
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B: Backend<ScalarBig = i64> + VecZnxBigAllocBytesImpl<B>,
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{
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let n: usize = module.n();
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let basek: usize = 17;
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let k: usize = 2 * 17;
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let size: usize = 5;
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let sigma: f64 = 3.2;
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let bound: f64 = 6.0 * sigma;
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let mut source: Source = Source::new([0u8; 32]);
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let cols: usize = 2;
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let zero: Vec<i64> = vec![0; n];
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let k_f64: f64 = (1u64 << k as u64) as f64;
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let sqrt2: f64 = SQRT_2;
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(0..cols).for_each(|col_i| {
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let mut a: VecZnxBig<Vec<u8>, B> = VecZnxBig::alloc(n, cols, size);
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module.vec_znx_big_add_normal(basek, &mut a, col_i, k, &mut source, sigma, bound);
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module.vec_znx_big_add_normal(basek, &mut a, col_i, k, &mut source, sigma, bound);
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(0..cols).for_each(|col_j| {
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if col_j != col_i {
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(0..size).for_each(|limb_i| {
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assert_eq!(a.at(col_j, limb_i), zero);
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})
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} else {
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let std: f64 = a.std(basek, col_i) * k_f64;
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assert!(
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(std - sigma * sqrt2).abs() < 0.1,
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"std={} ~!= {}",
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std,
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sigma * sqrt2
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);
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}
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})
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});
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}
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/// R <- A - B
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pub fn vec_znx_big_sub<R, A, B, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize, b: &B, b_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxSub + ZnxNegate + ZnxZero + ZnxCopy,
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R: VecZnxBigToMut<BE>,
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A: VecZnxBigToRef<BE>,
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B: VecZnxBigToRef<BE>,
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{
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let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
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let a: VecZnxBig<&[u8], BE> = a.to_ref();
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let b: VecZnxBig<&[u8], BE> = b.to_ref();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
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cols: a.cols,
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size: a.size,
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max_size: a.max_size,
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};
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let b_vznx: VecZnx<&[u8]> = VecZnx {
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data: b.data,
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n: b.n,
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cols: b.cols,
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size: b.size,
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max_size: b.max_size,
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};
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vec_znx_sub::<_, _, _, BE>(&mut res_vznx, res_col, &a_vznx, a_col, &b_vznx, b_col);
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}
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/// R <- A - B
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pub fn vec_znx_big_sub_ab_inplace<R, A, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxSubABInplace,
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R: VecZnxBigToMut<BE>,
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A: VecZnxBigToRef<BE>,
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{
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let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
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let a: VecZnxBig<&[u8], BE> = a.to_ref();
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
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cols: res.cols,
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size: res.size,
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max_size: res.max_size,
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};
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|
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
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cols: a.cols,
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size: a.size,
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max_size: a.max_size,
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};
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vec_znx_sub_ab_inplace::<_, _, BE>(&mut res_vznx, res_col, &a_vznx, a_col);
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}
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/// R <- B - A
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pub fn vec_znx_big_sub_ba_inplace<R, A, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize)
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where
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BE: Backend<ScalarBig = i64> + ZnxSubBAInplace + ZnxNegateInplace,
|
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R: VecZnxBigToMut<BE>,
|
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A: VecZnxBigToRef<BE>,
|
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{
|
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let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
|
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let a: VecZnxBig<&[u8], BE> = a.to_ref();
|
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|
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let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
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data: res.data,
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n: res.n,
|
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cols: res.cols,
|
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size: res.size,
|
||||
max_size: res.max_size,
|
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};
|
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|
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let a_vznx: VecZnx<&[u8]> = VecZnx {
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data: a.data,
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n: a.n,
|
||||
cols: a.cols,
|
||||
size: a.size,
|
||||
max_size: a.max_size,
|
||||
};
|
||||
|
||||
vec_znx_sub_ba_inplace::<_, _, BE>(&mut res_vznx, res_col, &a_vznx, a_col);
|
||||
}
|
||||
|
||||
/// R <- A - B
|
||||
pub fn vec_znx_big_sub_small_a<R, A, B, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize, b: &B, b_col: usize)
|
||||
where
|
||||
BE: Backend<ScalarBig = i64> + ZnxSub + ZnxNegate + ZnxZero + ZnxCopy,
|
||||
R: VecZnxBigToMut<BE>,
|
||||
A: VecZnxToRef,
|
||||
B: VecZnxBigToRef<BE>,
|
||||
{
|
||||
let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
|
||||
let b: VecZnxBig<&[u8], BE> = b.to_ref();
|
||||
|
||||
let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
|
||||
data: res.data,
|
||||
n: res.n,
|
||||
cols: res.cols,
|
||||
size: res.size,
|
||||
max_size: res.max_size,
|
||||
};
|
||||
|
||||
let b_vznx: VecZnx<&[u8]> = VecZnx {
|
||||
data: b.data,
|
||||
n: b.n,
|
||||
cols: b.cols,
|
||||
size: b.size,
|
||||
max_size: b.max_size,
|
||||
};
|
||||
|
||||
vec_znx_sub::<_, _, _, BE>(&mut res_vznx, res_col, a, a_col, &b_vznx, b_col);
|
||||
}
|
||||
|
||||
/// R <- A - B
|
||||
pub fn vec_znx_big_sub_small_b<R, A, B, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize, b: &B, b_col: usize)
|
||||
where
|
||||
BE: Backend<ScalarBig = i64> + ZnxSub + ZnxNegate + ZnxZero + ZnxCopy,
|
||||
R: VecZnxBigToMut<BE>,
|
||||
A: VecZnxBigToRef<BE>,
|
||||
B: VecZnxToRef,
|
||||
{
|
||||
let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
|
||||
let a: VecZnxBig<&[u8], BE> = a.to_ref();
|
||||
|
||||
let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
|
||||
data: res.data,
|
||||
n: res.n,
|
||||
cols: res.cols,
|
||||
size: res.size,
|
||||
max_size: res.max_size,
|
||||
};
|
||||
|
||||
let a_vznx: VecZnx<&[u8]> = VecZnx {
|
||||
data: a.data,
|
||||
n: a.n,
|
||||
cols: a.cols,
|
||||
size: a.size,
|
||||
max_size: a.max_size,
|
||||
};
|
||||
|
||||
vec_znx_sub::<_, _, _, BE>(&mut res_vznx, res_col, &a_vznx, a_col, b, b_col);
|
||||
}
|
||||
|
||||
/// R <- R - A
|
||||
pub fn vec_znx_big_sub_small_a_inplace<R, A, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize)
|
||||
where
|
||||
BE: Backend<ScalarBig = i64> + ZnxSubABInplace,
|
||||
R: VecZnxBigToMut<BE>,
|
||||
A: VecZnxToRef,
|
||||
{
|
||||
let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
|
||||
|
||||
let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
|
||||
data: res.data,
|
||||
n: res.n,
|
||||
cols: res.cols,
|
||||
size: res.size,
|
||||
max_size: res.max_size,
|
||||
};
|
||||
|
||||
vec_znx_sub_ab_inplace::<_, _, BE>(&mut res_vznx, res_col, a, a_col);
|
||||
}
|
||||
|
||||
/// R <- A - R
|
||||
pub fn vec_znx_big_sub_small_b_inplace<R, A, BE>(res: &mut R, res_col: usize, a: &A, a_col: usize)
|
||||
where
|
||||
BE: Backend<ScalarBig = i64> + ZnxSubBAInplace + ZnxNegateInplace,
|
||||
R: VecZnxBigToMut<BE>,
|
||||
A: VecZnxToRef,
|
||||
{
|
||||
let res: VecZnxBig<&mut [u8], BE> = res.to_mut();
|
||||
|
||||
let mut res_vznx: VecZnx<&mut [u8]> = VecZnx {
|
||||
data: res.data,
|
||||
n: res.n,
|
||||
cols: res.cols,
|
||||
size: res.size,
|
||||
max_size: res.max_size,
|
||||
};
|
||||
|
||||
vec_znx_sub_ba_inplace::<_, _, BE>(&mut res_vznx, res_col, a, a_col);
|
||||
}
|
||||
Reference in New Issue
Block a user