Added trace operation + test and renamed base2k to backend

This commit is contained in:
Jean-Philippe Bossuat
2025-05-21 16:54:29 +02:00
parent acd81c40c2
commit 27a5395ce2
62 changed files with 1926 additions and 1620 deletions

View File

@@ -1,4 +1,4 @@
use base2k::{FFT64, Module, ScalarZnxOps, ScratchOwned, Stats, VecZnxOps};
use backend::{FFT64, Module, ScalarZnxOps, ScratchOwned, Stats, VecZnxOps};
use sampling::source::Source;
use crate::{
@@ -30,16 +30,16 @@ fn test_automorphism(p0: i64, p1: i64, log_n: usize, basek: usize, k_ksk: usize,
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows = (k_ksk + basek - 1) / basek;
let mut auto_key_in: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k_ksk, rows, rank);
let mut auto_key_out: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k_ksk, rows, rank);
let mut auto_key_apply: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k_ksk, rows, rank);
let mut auto_key_in: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k_ksk, rows, rank);
let mut auto_key_out: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k_ksk, rows, rank);
let mut auto_key_apply: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k_ksk, rows, rank);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
let mut source_xa: Source = Source::new([0u8; 32]);
let mut scratch: ScratchOwned = ScratchOwned::new(
AutomorphismKey::encrypt_sk_scratch_space(&module, rank, auto_key_in.size())
AutomorphismKey::generate_from_sk_scratch_space(&module, rank, auto_key_in.size())
| GLWECiphertextFourier::decrypt_scratch_space(&module, auto_key_out.size())
| AutomorphismKey::automorphism_scratch_space(
&module,
@@ -50,14 +50,14 @@ fn test_automorphism(p0: i64, p1: i64, log_n: usize, basek: usize, k_ksk: usize,
),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
// gglwe_{s1}(s0) = s0 -> s1
auto_key_in.encrypt_sk(
auto_key_in.generate_from_sk(
&module,
p0,
&sk,
@@ -68,7 +68,7 @@ fn test_automorphism(p0: i64, p1: i64, log_n: usize, basek: usize, k_ksk: usize,
);
// gglwe_{s2}(s1) -> s1 -> s2
auto_key_apply.encrypt_sk(
auto_key_apply.generate_from_sk(
&module,
p1,
&sk,
@@ -81,16 +81,16 @@ fn test_automorphism(p0: i64, p1: i64, log_n: usize, basek: usize, k_ksk: usize,
// gglwe_{s1}(s0) (x) gglwe_{s2}(s1) = gglwe_{s2}(s0)
auto_key_out.automorphism(&module, &auto_key_in, &auto_key_apply, scratch.borrow());
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ksk, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ksk);
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ksk, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ksk);
let mut sk_auto: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk_auto: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk_auto.fill_zero(); // Necessary to avoid panic of unfilled sk
(0..rank).for_each(|i| {
module.scalar_znx_automorphism(module.galois_element_inv(p0 * p1), &mut sk_auto, i, &sk, i);
});
let mut sk_auto_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_auto_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_auto_dft.dft(&module, &sk_auto);
(0..auto_key_out.rank_in()).for_each(|col_i| {
@@ -128,27 +128,27 @@ fn test_automorphism_inplace(p0: i64, p1: i64, log_n: usize, basek: usize, k_ksk
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows = (k_ksk + basek - 1) / basek;
let mut auto_key: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k_ksk, rows, rank);
let mut auto_key_apply: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k_ksk, rows, rank);
let mut auto_key: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k_ksk, rows, rank);
let mut auto_key_apply: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k_ksk, rows, rank);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
let mut source_xa: Source = Source::new([0u8; 32]);
let mut scratch: ScratchOwned = ScratchOwned::new(
AutomorphismKey::encrypt_sk_scratch_space(&module, rank, auto_key.size())
AutomorphismKey::generate_from_sk_scratch_space(&module, rank, auto_key.size())
| GLWECiphertextFourier::decrypt_scratch_space(&module, auto_key.size())
| AutomorphismKey::automorphism_inplace_scratch_space(&module, auto_key.size(), auto_key_apply.size(), rank),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
// gglwe_{s1}(s0) = s0 -> s1
auto_key.encrypt_sk(
auto_key.generate_from_sk(
&module,
p0,
&sk,
@@ -159,7 +159,7 @@ fn test_automorphism_inplace(p0: i64, p1: i64, log_n: usize, basek: usize, k_ksk
);
// gglwe_{s2}(s1) -> s1 -> s2
auto_key_apply.encrypt_sk(
auto_key_apply.generate_from_sk(
&module,
p1,
&sk,
@@ -172,16 +172,16 @@ fn test_automorphism_inplace(p0: i64, p1: i64, log_n: usize, basek: usize, k_ksk
// gglwe_{s1}(s0) (x) gglwe_{s2}(s1) = gglwe_{s2}(s0)
auto_key.automorphism_inplace(&module, &auto_key_apply, scratch.borrow());
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ksk, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ksk);
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ksk, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ksk);
let mut sk_auto: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk_auto: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk_auto.fill_zero(); // Necessary to avoid panic of unfilled sk
(0..rank).for_each(|i| {
module.scalar_znx_automorphism(module.galois_element_inv(p0 * p1), &mut sk_auto, i, &sk, i);
});
let mut sk_auto_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_auto_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_auto_dft.dft(&module, &sk_auto);
(0..auto_key.rank_in()).for_each(|col_i| {

View File

@@ -1,4 +1,4 @@
use base2k::{FFT64, Module, ScalarZnx, ScalarZnxAlloc, ScalarZnxToMut, ScratchOwned, Stats, VecZnxOps, ZnxViewMut};
use backend::{FFT64, Module, ScalarZnx, ScalarZnxAlloc, ScalarZnxToMut, ScratchOwned, Stats, VecZnxOps, ZnxViewMut};
use sampling::source::Source;
use crate::{
@@ -76,8 +76,8 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k_ksk: usize, sigma: f64, rank_in
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows = (k_ksk + basek - 1) / basek;
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank_in, rank_out);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ksk);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank_in, rank_out);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ksk);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -88,16 +88,16 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k_ksk: usize, sigma: f64, rank_in
| GLWECiphertextFourier::decrypt_scratch_space(&module, ksk.size()),
);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_in);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_in);
sk_in.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_in);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_in);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out);
sk_out.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out);
sk_out_dft.dft(&module, &sk_out);
ksk.encrypt_sk(
@@ -110,7 +110,7 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k_ksk: usize, sigma: f64, rank_in
scratch.borrow(),
);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ksk, rank_out);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ksk, rank_out);
(0..ksk.rank_in()).for_each(|col_i| {
(0..ksk.rows()).for_each(|row_i| {
@@ -136,11 +136,11 @@ fn test_key_switch(
let rows = (k_ksk + basek - 1) / basek;
let mut ct_gglwe_s0s1: GLWESwitchingKey<Vec<u8>, FFT64> =
GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank_in_s0s1, rank_out_s0s1);
GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank_in_s0s1, rank_out_s0s1);
let mut ct_gglwe_s1s2: GLWESwitchingKey<Vec<u8>, FFT64> =
GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank_out_s0s1, rank_out_s1s2);
GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank_out_s0s1, rank_out_s1s2);
let mut ct_gglwe_s0s2: GLWESwitchingKey<Vec<u8>, FFT64> =
GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank_in_s0s1, rank_out_s1s2);
GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank_in_s0s1, rank_out_s1s2);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -159,22 +159,22 @@ fn test_key_switch(
),
);
let mut sk0: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_in_s0s1);
let mut sk0: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_in_s0s1);
sk0.fill_ternary_prob(0.5, &mut source_xs);
let mut sk0_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_in_s0s1);
let mut sk0_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_in_s0s1);
sk0_dft.dft(&module, &sk0);
let mut sk1: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out_s0s1);
let mut sk1: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out_s0s1);
sk1.fill_ternary_prob(0.5, &mut source_xs);
let mut sk1_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out_s0s1);
let mut sk1_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out_s0s1);
sk1_dft.dft(&module, &sk1);
let mut sk2: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out_s1s2);
let mut sk2: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out_s1s2);
sk2.fill_ternary_prob(0.5, &mut source_xs);
let mut sk2_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out_s1s2);
let mut sk2_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out_s1s2);
sk2_dft.dft(&module, &sk2);
// gglwe_{s1}(s0) = s0 -> s1
@@ -202,8 +202,8 @@ fn test_key_switch(
// gglwe_{s1}(s0) (x) gglwe_{s2}(s1) = gglwe_{s2}(s0)
ct_gglwe_s0s2.keyswitch(&module, &ct_gglwe_s0s1, &ct_gglwe_s1s2, scratch.borrow());
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ksk, rank_out_s1s2);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ksk);
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ksk, rank_out_s1s2);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ksk);
(0..ct_gglwe_s0s2.rank_in()).for_each(|col_i| {
(0..ct_gglwe_s0s2.rows()).for_each(|row_i| {
@@ -240,9 +240,9 @@ fn test_key_switch_inplace(log_n: usize, basek: usize, k_ksk: usize, sigma: f64,
let rows: usize = (k_ksk + basek - 1) / basek;
let mut ct_gglwe_s0s1: GLWESwitchingKey<Vec<u8>, FFT64> =
GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank_in_s0s1, rank_out_s0s1);
GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank_in_s0s1, rank_out_s0s1);
let mut ct_gglwe_s1s2: GLWESwitchingKey<Vec<u8>, FFT64> =
GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank_out_s0s1, rank_out_s0s1);
GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank_out_s0s1, rank_out_s0s1);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -259,22 +259,22 @@ fn test_key_switch_inplace(log_n: usize, basek: usize, k_ksk: usize, sigma: f64,
),
);
let mut sk0: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_in_s0s1);
let mut sk0: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_in_s0s1);
sk0.fill_ternary_prob(0.5, &mut source_xs);
let mut sk0_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_in_s0s1);
let mut sk0_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_in_s0s1);
sk0_dft.dft(&module, &sk0);
let mut sk1: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out_s0s1);
let mut sk1: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out_s0s1);
sk1.fill_ternary_prob(0.5, &mut source_xs);
let mut sk1_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out_s0s1);
let mut sk1_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out_s0s1);
sk1_dft.dft(&module, &sk1);
let mut sk2: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out_s0s1);
let mut sk2: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out_s0s1);
sk2.fill_ternary_prob(0.5, &mut source_xs);
let mut sk2_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out_s0s1);
let mut sk2_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out_s0s1);
sk2_dft.dft(&module, &sk2);
// gglwe_{s1}(s0) = s0 -> s1
@@ -304,8 +304,8 @@ fn test_key_switch_inplace(log_n: usize, basek: usize, k_ksk: usize, sigma: f64,
let ct_gglwe_s0s2: GLWESwitchingKey<Vec<u8>, FFT64> = ct_gglwe_s0s1;
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ksk, rank_out_s0s1);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ksk);
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ksk, rank_out_s0s1);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ksk);
(0..ct_gglwe_s0s2.rank_in()).for_each(|col_i| {
(0..ct_gglwe_s0s2.rows()).for_each(|row_i| {
@@ -342,9 +342,9 @@ fn test_external_product(log_n: usize, basek: usize, k: usize, sigma: f64, rank_
let rows: usize = (k + basek - 1) / basek;
let mut ct_gglwe_in: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k, rows, rank_in, rank_out);
let mut ct_gglwe_out: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k, rows, rank_in, rank_out);
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank_out);
let mut ct_gglwe_in: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k, rows, rank_in, rank_out);
let mut ct_gglwe_out: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k, rows, rank_in, rank_out);
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k, rows, rank_out);
let mut pt_rgsw: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
@@ -369,16 +369,16 @@ fn test_external_product(log_n: usize, basek: usize, k: usize, sigma: f64, rank_
pt_rgsw.to_mut().raw_mut()[r] = 1; // X^{r}
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_in);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_in);
sk_in.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_in);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_in);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out);
sk_out.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out);
sk_out_dft.dft(&module, &sk_out);
// gglwe_{s1}(s0) = s0 -> s1
@@ -418,8 +418,8 @@ fn test_external_product(log_n: usize, basek: usize, k: usize, sigma: f64, rank_
| GGSWCiphertext::encrypt_sk_scratch_space(&module, rank_out, ct_rgsw.size()),
);
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k, rank_out);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k, rank_out);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
(0..rank_in).for_each(|i| {
module.vec_znx_rotate_inplace(r as i64, &mut sk_in.data, i); // * X^{r}
@@ -469,8 +469,8 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k: usize, sigma: f6
let rows: usize = (k + basek - 1) / basek;
let mut ct_gglwe: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k, rows, rank_in, rank_out);
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank_out);
let mut ct_gglwe: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k, rows, rank_in, rank_out);
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k, rows, rank_out);
let mut pt_rgsw: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
@@ -489,16 +489,16 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k: usize, sigma: f6
pt_rgsw.to_mut().raw_mut()[r] = 1; // X^{r}
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_in);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_in);
sk_in.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_in);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_in);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out);
sk_out.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out);
sk_out_dft.dft(&module, &sk_out);
// gglwe_{s1}(s0) = s0 -> s1
@@ -525,8 +525,8 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k: usize, sigma: f6
// gglwe_(m) (x) RGSW_(X^k) = gglwe_(m * X^k)
ct_gglwe.external_product_inplace(&module, &ct_rgsw, scratch.borrow());
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k, rank_out);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut ct_glwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k, rank_out);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
(0..rank_in).for_each(|i| {
module.vec_znx_rotate_inplace(r as i64, &mut sk_in.data, i); // * X^{r}

View File

@@ -1,4 +1,4 @@
use base2k::{
use backend::{
FFT64, Module, ScalarZnx, ScalarZnxAlloc, ScalarZnxDftOps, ScalarZnxOps, ScratchOwned, Stats, VecZnxBig, VecZnxBigAlloc,
VecZnxBigOps, VecZnxDft, VecZnxDftAlloc, VecZnxDftOps, VecZnxOps, VecZnxToMut, ZnxViewMut, ZnxZero,
};
@@ -78,9 +78,9 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k_ggsw: usize, sigma: f64, rank:
let rows: usize = (k_ggsw + basek - 1) / basek;
let mut ct: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ggsw);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ggsw);
let mut ct: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ggsw);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ggsw);
let mut pt_scalar: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut source_xs: Source = Source::new([0u8; 32]);
@@ -94,10 +94,10 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k_ggsw: usize, sigma: f64, rank:
| GLWECiphertextFourier::decrypt_scratch_space(&module, ct.size()),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
ct.encrypt_sk(
@@ -110,7 +110,7 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k_ggsw: usize, sigma: f64, rank:
scratch.borrow(),
);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ggsw, rank);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ggsw, rank);
let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct.size());
let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct.size());
@@ -144,12 +144,12 @@ fn test_keyswitch(log_n: usize, basek: usize, k: usize, rank: usize, sigma: f64)
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k + basek - 1) / basek;
let mut ct_in: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
let mut ct_out: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
let mut tsk: TensorKey<Vec<u8>, FFT64> = TensorKey::new(&module, basek, k, rows, rank);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k, rows, rank, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut ct_in: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k, rows, rank);
let mut ct_out: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k, rows, rank);
let mut tsk: TensorKey<Vec<u8>, FFT64> = TensorKey::alloc(&module, basek, k, rows, rank);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k, rows, rank, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_scalar: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut source_xs: Source = Source::new([0u8; 32]);
@@ -173,16 +173,16 @@ fn test_keyswitch(log_n: usize, basek: usize, k: usize, rank: usize, sigma: f64)
let var_xs: f64 = 0.5;
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk_in.fill_ternary_prob(var_xs, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk_out.fill_ternary_prob(var_xs, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_out_dft.dft(&module, &sk_out);
ksk.encrypt_sk(
@@ -217,7 +217,7 @@ fn test_keyswitch(log_n: usize, basek: usize, k: usize, rank: usize, sigma: f64)
ct_out.keyswitch(&module, &ct_in, &ksk, &tsk, scratch.borrow());
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k, rank);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k, rank);
let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct_out.size());
let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct_out.size());
@@ -271,11 +271,11 @@ fn test_keyswitch_inplace(log_n: usize, basek: usize, k: usize, rank: usize, sig
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k + basek - 1) / basek;
let mut ct: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
let mut tsk: TensorKey<Vec<u8>, FFT64> = TensorKey::new(&module, basek, k, rows, rank);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k, rows, rank, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut ct: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k, rows, rank);
let mut tsk: TensorKey<Vec<u8>, FFT64> = TensorKey::alloc(&module, basek, k, rows, rank);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k, rows, rank, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_scalar: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut source_xs: Source = Source::new([0u8; 32]);
@@ -292,16 +292,16 @@ fn test_keyswitch_inplace(log_n: usize, basek: usize, k: usize, rank: usize, sig
let var_xs: f64 = 0.5;
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk_in.fill_ternary_prob(var_xs, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk_out.fill_ternary_prob(var_xs, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_out_dft.dft(&module, &sk_out);
ksk.encrypt_sk(
@@ -336,7 +336,7 @@ fn test_keyswitch_inplace(log_n: usize, basek: usize, k: usize, rank: usize, sig
ct.keyswitch_inplace(&module, &ksk, &tsk, scratch.borrow());
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k, rank);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k, rank);
let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct.size());
let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct.size());
@@ -439,12 +439,12 @@ fn test_automorphism(p: i64, log_n: usize, basek: usize, k: usize, rank: usize,
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k + basek - 1) / basek;
let mut ct_in: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
let mut ct_out: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
let mut tensor_key: TensorKey<Vec<u8>, FFT64> = TensorKey::new(&module, basek, k, rows, rank);
let mut auto_key: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k, rows, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut ct_in: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k, rows, rank);
let mut ct_out: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k, rows, rank);
let mut tensor_key: TensorKey<Vec<u8>, FFT64> = TensorKey::alloc(&module, basek, k, rows, rank);
let mut auto_key: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k, rows, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_scalar: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut source_xs: Source = Source::new([0u8; 32]);
@@ -454,7 +454,7 @@ fn test_automorphism(p: i64, log_n: usize, basek: usize, k: usize, rank: usize,
let mut scratch: ScratchOwned = ScratchOwned::new(
GGSWCiphertext::encrypt_sk_scratch_space(&module, rank, ct_in.size())
| GLWECiphertextFourier::decrypt_scratch_space(&module, ct_out.size())
| AutomorphismKey::encrypt_sk_scratch_space(&module, rank, auto_key.size())
| AutomorphismKey::generate_from_sk_scratch_space(&module, rank, auto_key.size())
| TensorKey::encrypt_sk_scratch_space(&module, rank, tensor_key.size())
| GGSWCiphertext::automorphism_scratch_space(
&module,
@@ -468,13 +468,13 @@ fn test_automorphism(p: i64, log_n: usize, basek: usize, k: usize, rank: usize,
let var_xs: f64 = 0.5;
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(var_xs, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
auto_key.encrypt_sk(
auto_key.generate_from_sk(
&module,
p,
&sk,
@@ -508,7 +508,7 @@ fn test_automorphism(p: i64, log_n: usize, basek: usize, k: usize, rank: usize,
module.scalar_znx_automorphism_inplace(p, &mut pt_scalar, 0);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k, rank);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k, rank);
let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct_out.size());
let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct_out.size());
@@ -560,11 +560,11 @@ fn test_automorphism_inplace(p: i64, log_n: usize, basek: usize, k: usize, rank:
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k + basek - 1) / basek;
let mut ct: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k, rows, rank);
let mut tensor_key: TensorKey<Vec<u8>, FFT64> = TensorKey::new(&module, basek, k, rows, rank);
let mut auto_key: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k, rows, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut ct: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k, rows, rank);
let mut tensor_key: TensorKey<Vec<u8>, FFT64> = TensorKey::alloc(&module, basek, k, rows, rank);
let mut auto_key: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k, rows, rank);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_scalar: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut source_xs: Source = Source::new([0u8; 32]);
@@ -574,20 +574,20 @@ fn test_automorphism_inplace(p: i64, log_n: usize, basek: usize, k: usize, rank:
let mut scratch: ScratchOwned = ScratchOwned::new(
GGSWCiphertext::encrypt_sk_scratch_space(&module, rank, ct.size())
| GLWECiphertextFourier::decrypt_scratch_space(&module, ct.size())
| AutomorphismKey::encrypt_sk_scratch_space(&module, rank, auto_key.size())
| AutomorphismKey::generate_from_sk_scratch_space(&module, rank, auto_key.size())
| TensorKey::encrypt_sk_scratch_space(&module, rank, tensor_key.size())
| GGSWCiphertext::automorphism_inplace_scratch_space(&module, ct.size(), auto_key.size(), tensor_key.size(), rank),
);
let var_xs: f64 = 0.5;
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(var_xs, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
auto_key.encrypt_sk(
auto_key.generate_from_sk(
&module,
p,
&sk,
@@ -621,7 +621,7 @@ fn test_automorphism_inplace(p: i64, log_n: usize, basek: usize, k: usize, rank:
module.scalar_znx_automorphism_inplace(p, &mut pt_scalar, 0);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k, rank);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k, rank);
let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct.size());
let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct.size());
@@ -674,9 +674,9 @@ fn test_external_product(log_n: usize, basek: usize, k_ggsw: usize, rank: usize,
let rows: usize = (k_ggsw + basek - 1) / basek;
let mut ct_ggsw_rhs: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct_ggsw_lhs_in: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct_ggsw_lhs_out: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct_ggsw_rhs: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut ct_ggsw_lhs_in: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut ct_ggsw_lhs_out: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut pt_ggsw_lhs: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut pt_ggsw_rhs: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
@@ -702,10 +702,10 @@ fn test_external_product(log_n: usize, basek: usize, k_ggsw: usize, rank: usize,
),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
ct_ggsw_rhs.encrypt_sk(
@@ -730,11 +730,11 @@ fn test_external_product(log_n: usize, basek: usize, k_ggsw: usize, rank: usize,
ct_ggsw_lhs_out.external_product(&module, &ct_ggsw_lhs_in, &ct_ggsw_rhs, scratch.borrow());
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ggsw, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ggsw);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ggsw, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ggsw);
let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct_ggsw_lhs_out.size());
let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct_ggsw_lhs_out.size());
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ggsw);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ggsw);
module.vec_znx_rotate_inplace(k as i64, &mut pt_ggsw_lhs, 0);
@@ -793,8 +793,8 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k_ggsw: usize, rank
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k_ggsw + basek - 1) / basek;
let mut ct_ggsw_rhs: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct_ggsw_lhs: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct_ggsw_rhs: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut ct_ggsw_lhs: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut pt_ggsw_lhs: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut pt_ggsw_rhs: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
@@ -815,10 +815,10 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k_ggsw: usize, rank
| GGSWCiphertext::external_product_inplace_scratch_space(&module, ct_ggsw_lhs.size(), ct_ggsw_rhs.size(), rank),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
ct_ggsw_rhs.encrypt_sk(
@@ -843,11 +843,11 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k_ggsw: usize, rank
ct_ggsw_lhs.external_product_inplace(&module, &ct_ggsw_rhs, scratch.borrow());
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ggsw, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ggsw);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ggsw, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ggsw);
let mut pt_dft: VecZnxDft<Vec<u8>, FFT64> = module.new_vec_znx_dft(1, ct_ggsw_lhs.size());
let mut pt_big: VecZnxBig<Vec<u8>, FFT64> = module.new_vec_znx_big(1, ct_ggsw_lhs.size());
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ggsw);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ggsw);
module.vec_znx_rotate_inplace(k as i64, &mut pt_ggsw_lhs, 0);

View File

@@ -1,4 +1,4 @@
use base2k::{
use backend::{
Decoding, Encoding, FFT64, FillUniform, Module, ScalarZnx, ScalarZnxAlloc, ScratchOwned, Stats, VecZnxOps, VecZnxToMut,
ZnxViewMut, ZnxZero,
};
@@ -94,8 +94,8 @@ fn automorphism() {
fn test_encrypt_sk(log_n: usize, basek: usize, k_ct: usize, k_pt: usize, sigma: f64, rank: usize) {
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_pt);
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_pt);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -105,10 +105,10 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k_ct: usize, k_pt: usize, sigma:
GLWECiphertext::encrypt_sk_scratch_space(&module, ct.size()) | GLWECiphertext::decrypt_scratch_space(&module, ct.size()),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
let mut data_want: Vec<i64> = vec![0i64; module.n()];
@@ -154,18 +154,18 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k_ct: usize, k_pt: usize, sigma:
fn test_encrypt_zero_sk(log_n: usize, basek: usize, k_ct: usize, sigma: f64, rank: usize) {
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([1u8; 32]);
let mut source_xa: Source = Source::new([0u8; 32]);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
let mut ct_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ct, rank);
let mut ct_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ct, rank);
let mut scratch: ScratchOwned = ScratchOwned::new(
GLWECiphertextFourier::decrypt_scratch_space(&module, ct_dft.size())
@@ -188,21 +188,21 @@ fn test_encrypt_zero_sk(log_n: usize, basek: usize, k_ct: usize, sigma: f64, ran
fn test_encrypt_pk(log_n: usize, basek: usize, k_ct: usize, k_pk: usize, sigma: f64, rank: usize) {
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
let mut source_xa: Source = Source::new([0u8; 32]);
let mut source_xu: Source = Source::new([0u8; 32]);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
let mut pk: GLWEPublicKey<Vec<u8>, FFT64> = GLWEPublicKey::new(&module, basek, k_pk, rank);
pk.generate(&module, &sk_dft, &mut source_xa, &mut source_xe, sigma);
let mut pk: GLWEPublicKey<Vec<u8>, FFT64> = GLWEPublicKey::alloc(&module, basek, k_pk, rank);
pk.generate_from_sk(&module, &sk_dft, &mut source_xa, &mut source_xe, sigma);
let mut scratch: ScratchOwned = ScratchOwned::new(
GLWECiphertext::encrypt_sk_scratch_space(&module, ct.size())
@@ -228,7 +228,7 @@ fn test_encrypt_pk(log_n: usize, basek: usize, k_ct: usize, k_pk: usize, sigma:
scratch.borrow(),
);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
ct.decrypt(&module, &mut pt_have, &sk_dft, scratch.borrow());
@@ -258,11 +258,11 @@ fn test_keyswitch(
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k_ct_in + basek - 1) / basek;
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k_keyswitch, rows, rank_in, rank_out);
let mut ct_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_in, rank_in);
let mut ct_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_out, rank_out);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_out);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k_keyswitch, rows, rank_in, rank_out);
let mut ct_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_in, rank_in);
let mut ct_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_out, rank_out);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_out);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -287,16 +287,16 @@ fn test_keyswitch(
),
);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_in);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_in);
sk_in.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_in);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_in);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out);
sk_out.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out);
sk_out_dft.dft(&module, &sk_out);
ksk.encrypt_sk(
@@ -351,10 +351,10 @@ fn test_keyswitch_inplace(log_n: usize, basek: usize, k_ksk: usize, k_ct: usize,
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k_ct + basek - 1) / basek;
let mut ct_grlwe: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank, rank);
let mut ct_rlwe: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut ct_grlwe: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank, rank);
let mut ct_rlwe: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -372,16 +372,16 @@ fn test_keyswitch_inplace(log_n: usize, basek: usize, k_ksk: usize, k_ct: usize,
| GLWECiphertext::keyswitch_inplace_scratch_space(&module, ct_rlwe.size(), rank, ct_grlwe.size()),
);
let mut sk0: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk0: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk0.fill_ternary_prob(0.5, &mut source_xs);
let mut sk0_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk0_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk0_dft.dft(&module, &sk0);
let mut sk1: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk1: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk1.fill_ternary_prob(0.5, &mut source_xs);
let mut sk1_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk1_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk1_dft.dft(&module, &sk1);
ct_grlwe.encrypt_sk(
@@ -445,11 +445,11 @@ fn test_automorphism(
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k_ct_in + basek - 1) / basek;
let mut autokey: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k_autokey, rows, rank);
let mut ct_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_in, rank);
let mut ct_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_out, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_out);
let mut autokey: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k_autokey, rows, rank);
let mut ct_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_in, rank);
let mut ct_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_out, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_out);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -466,13 +466,13 @@ fn test_automorphism(
| GLWECiphertext::automorphism_scratch_space(&module, ct_out.size(), rank, ct_in.size(), autokey.size()),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
autokey.encrypt_sk(
autokey.generate_from_sk(
&module,
p,
&sk,
@@ -527,10 +527,10 @@ fn test_automorphism_inplace(log_n: usize, basek: usize, p: i64, k_autokey: usiz
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k_ct + basek - 1) / basek;
let mut autokey: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::new(&module, basek, k_autokey, rows, rank);
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut autokey: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k_autokey, rows, rank);
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -548,13 +548,13 @@ fn test_automorphism_inplace(log_n: usize, basek: usize, p: i64, k_autokey: usiz
| GLWECiphertext::automorphism_inplace_scratch_space(&module, ct.size(), rank, autokey.size()),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
autokey.encrypt_sk(
autokey.generate_from_sk(
&module,
p,
&sk,
@@ -607,12 +607,12 @@ fn test_external_product(log_n: usize, basek: usize, k_ggsw: usize, k_ct_in: usi
let rows: usize = (k_ct_in + basek - 1) / basek;
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct_rlwe_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_in, rank);
let mut ct_rlwe_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_out, rank);
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut ct_rlwe_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_in, rank);
let mut ct_rlwe_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_out, rank);
let mut pt_rgsw: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_out);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_out);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -642,10 +642,10 @@ fn test_external_product(log_n: usize, basek: usize, k_ggsw: usize, k_ct_in: usi
),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
ct_rgsw.encrypt_sk(
@@ -711,11 +711,11 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k_ggsw: usize, k_ct
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k_ct + basek - 1) / basek;
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct_rlwe: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct, rank);
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut ct_rlwe: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct, rank);
let mut pt_rgsw: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -739,10 +739,10 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k_ggsw: usize, k_ct
| GLWECiphertext::external_product_inplace_scratch_space(&module, ct_rlwe.size(), ct_rgsw.size(), rank),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
ct_rgsw.encrypt_sk(

View File

@@ -8,7 +8,7 @@ use crate::{
keyswitch_key::GLWESwitchingKey,
test_fft64::{gglwe::log2_std_noise_gglwe_product, ggsw::noise_ggsw_product},
};
use base2k::{FFT64, FillUniform, Module, ScalarZnx, ScalarZnxAlloc, ScratchOwned, Stats, VecZnxOps, VecZnxToMut, ZnxViewMut};
use backend::{FFT64, FillUniform, Module, ScalarZnx, ScalarZnxAlloc, ScratchOwned, Stats, VecZnxOps, VecZnxToMut, ZnxViewMut};
use sampling::source::Source;
#[test]
@@ -59,14 +59,14 @@ fn test_keyswitch(
let rows: usize = (k_ct_in + basek - 1) / basek;
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank_in, rank_out);
let mut ct_glwe_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_in, rank_in);
let mut ct_glwe_dft_in: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ct_in, rank_in);
let mut ct_glwe_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_out, rank_out);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank_in, rank_out);
let mut ct_glwe_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_in, rank_in);
let mut ct_glwe_dft_in: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ct_in, rank_in);
let mut ct_glwe_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_out, rank_out);
let mut ct_glwe_dft_out: GLWECiphertextFourier<Vec<u8>, FFT64> =
GLWECiphertextFourier::new(&module, basek, k_ct_out, rank_out);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_out);
GLWECiphertextFourier::alloc(&module, basek, k_ct_out, rank_out);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_out);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -91,16 +91,16 @@ fn test_keyswitch(
),
);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_in);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_in);
sk_in.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_in);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_in);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank_out);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank_out);
sk_out.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank_out);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank_out);
sk_out_dft.dft(&module, &sk_out);
ksk.encrypt_sk(
@@ -157,11 +157,11 @@ fn test_keyswitch_inplace(log_n: usize, basek: usize, k_ksk: usize, k_ct: usize,
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k_ct + basek - 1) / basek;
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::new(&module, basek, k_ksk, rows, rank, rank);
let mut ct_glwe: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct, rank);
let mut ct_rlwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ct, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, rank, rank);
let mut ct_glwe: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct, rank);
let mut ct_rlwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ct, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -179,16 +179,16 @@ fn test_keyswitch_inplace(log_n: usize, basek: usize, k_ksk: usize, k_ct: usize,
| GLWECiphertextFourier::keyswitch_inplace_scratch_space(&module, ct_rlwe_dft.size(), ksk.size(), rank),
);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk_in: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk_in.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_in_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_in_dft.dft(&module, &sk_in);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk_out: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk_out.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_out_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_out_dft.dft(&module, &sk_out);
ksk.encrypt_sk(
@@ -246,14 +246,14 @@ fn test_external_product(log_n: usize, basek: usize, k_ggsw: usize, k_ct_in: usi
let rows: usize = (k_ct_in + basek - 1) / basek;
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_in, rank);
let mut ct_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct_out, rank);
let mut ct_in_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ct_in, rank);
let mut ct_out_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ct_out, rank);
let mut ct_rgsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut ct_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_in, rank);
let mut ct_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_out, rank);
let mut ct_in_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ct_in, rank);
let mut ct_out_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ct_out, rank);
let mut pt_rgsw: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct_out);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_in);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct_out);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -277,10 +277,10 @@ fn test_external_product(log_n: usize, basek: usize, k_ggsw: usize, k_ct_in: usi
| GLWECiphertextFourier::external_product_scratch_space(&module, ct_out.size(), ct_in.size(), ct_rgsw.size(), rank),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
ct_rgsw.encrypt_sk(
@@ -348,12 +348,12 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k_ggsw: usize, k_ct
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let rows: usize = (k_ct + basek - 1) / basek;
let mut ct_ggsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::new(&module, basek, k_ggsw, rows, rank);
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::new(&module, basek, k_ct, rank);
let mut ct_rlwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k_ct, rank);
let mut ct_ggsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, rank);
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct, rank);
let mut ct_rlwe_dft: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k_ct, rank);
let mut pt_rgsw: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k_ct);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k_ct);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -377,10 +377,10 @@ fn test_external_product_inplace(log_n: usize, basek: usize, k_ggsw: usize, k_ct
| GLWECiphertextFourier::external_product_inplace_scratch_space(&module, ct.size(), ct_ggsw.size(), rank),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
ct_ggsw.encrypt_sk(

View File

@@ -4,3 +4,5 @@ mod ggsw;
mod glwe;
mod glwe_fourier;
mod tensor_key;
mod trace;

View File

@@ -1,4 +1,4 @@
use base2k::{FFT64, Module, ScalarZnx, ScalarZnxDftAlloc, ScalarZnxDftOps, ScratchOwned, Stats, VecZnxDftOps, VecZnxOps};
use backend::{Module, ScalarZnx, ScalarZnxDft, ScalarZnxDftAlloc, ScalarZnxDftOps, ScratchOwned, Stats, VecZnxDftOps, VecZnxOps, FFT64};
use sampling::source::Source;
use crate::{
@@ -22,7 +22,7 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k: usize, sigma: f64, rank: usize
let rows: usize = (k + basek - 1) / basek;
let mut tensor_key: TensorKey<Vec<u8>, FFT64> = TensorKey::new(&module, basek, k, rows, rank);
let mut tensor_key: TensorKey<Vec<u8>, FFT64> = TensorKey::alloc(&module, basek, k, rows, rank);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
@@ -34,10 +34,10 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k: usize, sigma: f64, rank: usize
tensor_key.size(),
));
let mut sk: SecretKey<Vec<u8>> = SecretKey::new(&module, rank);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::new(&module, rank);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
tensor_key.encrypt_sk(
@@ -49,12 +49,12 @@ fn test_encrypt_sk(log_n: usize, basek: usize, k: usize, sigma: f64, rank: usize
scratch.borrow(),
);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::new(&module, basek, k, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::new(&module, basek, k);
let mut ct_glwe_fourier: GLWECiphertextFourier<Vec<u8>, FFT64> = GLWECiphertextFourier::alloc(&module, basek, k, rank);
let mut pt: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
(0..rank).for_each(|i| {
(0..rank).for_each(|j| {
let mut sk_ij_dft: base2k::ScalarZnxDft<Vec<u8>, FFT64> = module.new_scalar_znx_dft(1);
let mut sk_ij_dft: ScalarZnxDft<Vec<u8>, FFT64> = module.new_scalar_znx_dft(1);
module.svp_apply(&mut sk_ij_dft, 0, &sk_dft.data, i, &sk_dft.data, j);
let sk_ij: ScalarZnx<Vec<u8>> = module
.vec_znx_idft_consume(sk_ij_dft.as_vec_znx_dft())

View File

@@ -0,0 +1,116 @@
use std::collections::HashMap;
use backend::{FFT64, FillUniform, Module, ScratchOwned, Stats, VecZnxOps, ZnxView, ZnxViewMut};
use sampling::source::Source;
use crate::{
automorphism::AutomorphismKey,
elem::Infos,
glwe_ciphertext::GLWECiphertext,
glwe_plaintext::GLWEPlaintext,
keys::{SecretKey, SecretKeyFourier},
test_fft64::gglwe::var_noise_gglwe_product,
};
#[test]
fn trace_inplace() {
(1..4).for_each(|rank| {
println!("test trace_inplace rank: {}", rank);
test_trace_inplace(11, 8, 54, 3.2, rank);
});
}
fn test_trace_inplace(log_n: usize, basek: usize, k: usize, sigma: f64, rank: usize) {
let module: Module<FFT64> = Module::<FFT64>::new(1 << log_n);
let k_autokey: usize = k + basek;
let rows: usize = (k + basek - 1) / basek;
let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k, rank);
let mut pt_want: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut pt_have: GLWEPlaintext<Vec<u8>> = GLWEPlaintext::alloc(&module, basek, k);
let mut source_xs: Source = Source::new([0u8; 32]);
let mut source_xe: Source = Source::new([0u8; 32]);
let mut source_xa: Source = Source::new([0u8; 32]);
let mut scratch: ScratchOwned = ScratchOwned::new(
GLWECiphertext::encrypt_sk_scratch_space(&module, ct.size())
| GLWECiphertext::decrypt_scratch_space(&module, ct.size())
| AutomorphismKey::generate_from_sk_scratch_space(&module, rank, k_autokey)
| GLWECiphertext::trace_inplace_scratch_space(&module, ct.size(), k_autokey, rank),
);
let mut sk: SecretKey<Vec<u8>> = SecretKey::alloc(&module, rank);
sk.fill_ternary_prob(0.5, &mut source_xs);
let mut sk_dft: SecretKeyFourier<Vec<u8>, FFT64> = SecretKeyFourier::alloc(&module, rank);
sk_dft.dft(&module, &sk);
let mut data_want: Vec<i64> = vec![0i64; module.n()];
data_want
.iter_mut()
.for_each(|x| *x = source_xa.next_i64() & 0xFF);
pt_have
.data
.fill_uniform(basek, 0, pt_have.size(), &mut source_xa);
ct.encrypt_sk(
&module,
&pt_have,
&sk_dft,
&mut source_xa,
&mut source_xe,
sigma,
scratch.borrow(),
);
let mut auto_keys: HashMap<i64, AutomorphismKey<Vec<u8>, FFT64>> = HashMap::new();
let gal_els: Vec<i64> = GLWECiphertext::trace_galois_elements(&module);
gal_els.iter().for_each(|gal_el| {
let mut key: AutomorphismKey<Vec<u8>, FFT64> = AutomorphismKey::alloc(&module, basek, k_autokey, rows, rank);
key.generate_from_sk(
&module,
*gal_el,
&sk,
&mut source_xa,
&mut source_xe,
sigma,
scratch.borrow(),
);
auto_keys.insert(*gal_el, key);
});
ct.trace_inplace(&module, 0, 5, &auto_keys, scratch.borrow());
ct.trace_inplace(&module, 5, log_n, &auto_keys, scratch.borrow());
(0..pt_want.size()).for_each(|i| pt_want.data.at_mut(0, i)[0] = pt_have.data.at(0, i)[0]);
ct.decrypt(&module, &mut pt_have, &sk_dft, scratch.borrow());
module.vec_znx_sub_ab_inplace(&mut pt_want, 0, &pt_have, 0);
module.vec_znx_normalize_inplace(basek, &mut pt_want, 0, scratch.borrow());
let noise_have = pt_want.data.std(0, basek).log2();
let mut noise_want: f64 = var_noise_gglwe_product(
module.n() as f64,
basek,
0.5,
0.5,
1.0 / 12.0,
sigma * sigma,
0.0,
rank as f64,
k,
k_autokey,
);
noise_want += sigma * sigma * (-2.0 * (k) as f64).exp2();
noise_want += module.n() as f64 * 1.0 / 12.0 * 0.5 * rank as f64 * (-2.0 * (k) as f64).exp2();
noise_want = noise_want.sqrt().log2();
assert!((noise_have - noise_want).abs() < 1.0);
}