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https://github.com/arnaucube/poulpy.git
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Traits reduction, file + structs renaming
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76
poulpy-core/src/noise/gglwe.rs
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76
poulpy-core/src/noise/gglwe.rs
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use poulpy_hal::{
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api::{ScratchAvailable, ScratchOwnedAlloc, ScratchOwnedBorrow, ScratchTakeBasic, VecZnxFillUniform, VecZnxSubScalarInplace},
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layouts::{Backend, DataRef, Module, ScalarZnxToRef, Scratch, ScratchOwned, ZnxZero},
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};
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use crate::decryption::GLWEDecrypt;
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use crate::layouts::{GGLWE, GGLWEInfos, GGLWEToRef, GLWEPlaintext, LWEInfos, prepared::GLWESecretPreparedToRef};
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impl<D: DataRef> GGLWE<D> {
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pub fn assert_noise<M, S, P, BE: Backend>(&self, module: &M, sk_prepared: &S, pt_want: &P, max_noise: f64)
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where
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S: GLWESecretPreparedToRef<BE>,
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P: ScalarZnxToRef,
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M: GGLWENoise<BE>,
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Scratch<BE>: ScratchTakeBasic,
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{
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module.gglwe_assert_noise(self, sk_prepared, pt_want, max_noise);
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}
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}
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pub trait GGLWENoise<BE: Backend> {
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fn gglwe_assert_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P, max_noise: f64)
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where
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R: GGLWEToRef,
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S: GLWESecretPreparedToRef<BE>,
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P: ScalarZnxToRef,
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Scratch<BE>: ScratchTakeBasic;
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}
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impl<BE: Backend> GGLWENoise<BE> for Module<BE>
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where
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Module<BE>: GLWEDecrypt<BE> + VecZnxFillUniform + VecZnxSubScalarInplace,
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ScratchOwned<BE>: ScratchOwnedAlloc<BE> + ScratchOwnedBorrow<BE>,
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Scratch<BE>: ScratchAvailable + ScratchTakeBasic,
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{
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fn gglwe_assert_noise<R, S, P>(&self, res: &R, sk_prepared: &S, pt_want: &P, max_noise: f64)
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where
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R: GGLWEToRef,
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S: GLWESecretPreparedToRef<BE>,
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P: ScalarZnxToRef,
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ScratchOwned<BE>: ScratchOwnedAlloc<BE> + ScratchOwnedBorrow<BE>,
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Scratch<BE>: ScratchAvailable + ScratchTakeBasic,
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{
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let res: &GGLWE<&[u8]> = &res.to_ref();
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let dsize: usize = res.dsize().into();
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let base2k: usize = res.base2k().into();
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let mut scratch: ScratchOwned<BE> = ScratchOwned::alloc(self.glwe_decrypt_tmp_bytes(res));
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let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc_from_infos(res);
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(0..res.rank_in().into()).for_each(|col_i| {
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(0..res.dnum().into()).for_each(|row_i| {
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self.glwe_decrypt(
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&res.at(row_i, col_i),
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&mut pt,
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sk_prepared,
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scratch.borrow(),
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);
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self.vec_znx_sub_scalar_inplace(&mut pt.data, 0, (dsize - 1) + row_i * dsize, pt_want, col_i);
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let noise_have: f64 = pt.data.std(base2k, 0).log2();
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// println!("noise_have: {noise_have}");
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assert!(
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noise_have <= max_noise,
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"noise_have: {noise_have} > max_noise: {max_noise}"
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);
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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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