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Add Hardware Abstraction Layer (#56)
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@@ -1,8 +1,15 @@
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use backend::{FFT64, Module, ScalarZnx, ScalarZnxAlloc, ScratchOwned};
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use core::{FourierGLWESecret, GGSWCiphertext, GLWECiphertext, GLWESecret, Infos};
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use core::{GGSWCiphertext, GGSWCiphertextExec, GLWECiphertext, GLWESecret, GLWESecretExec, Infos};
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use std::hint::black_box;
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use backend::{
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hal::{
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api::{ModuleNew, ScalarZnxAlloc, ScratchOwnedAlloc, ScratchOwnedBorrow},
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layouts::{Module, ScalarZnx, ScratchOwned},
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},
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implementation::cpu_spqlios::FFT64,
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};
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use criterion::{BenchmarkId, Criterion, criterion_group, criterion_main};
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use sampling::source::Source;
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use std::hint::black_box;
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fn bench_external_product_glwe_fft64(c: &mut Criterion) {
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let mut group = c.benchmark_group("external_product_glwe_fft64");
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@@ -26,15 +33,15 @@ fn bench_external_product_glwe_fft64(c: &mut Criterion) {
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let rank: usize = p.rank;
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let digits: usize = 1;
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let rows: usize = 1; //(p.k_ct_in + p.basek - 1) / p.basek;
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let rows: usize = 1; //(p.k_ct_in.div_ceil(p.basek);
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let sigma: f64 = 3.2;
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let mut ct_ggsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, digits, rank);
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let mut ct_ggsw: GGSWCiphertext<Vec<u8>> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, digits, rank);
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let mut ct_glwe_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_in, rank);
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let mut ct_glwe_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct_out, rank);
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let pt_rgsw: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
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let pt_rgsw: ScalarZnx<Vec<u8>> = module.scalar_znx_alloc(1);
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let mut scratch = ScratchOwned::new(
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let mut scratch: ScratchOwned<FFT64> = ScratchOwned::alloc(
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GGSWCiphertext::encrypt_sk_scratch_space(&module, basek, ct_ggsw.k(), rank)
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| GLWECiphertext::encrypt_sk_scratch_space(&module, basek, ct_glwe_in.k())
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| GLWECiphertext::external_product_scratch_space(
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@@ -54,7 +61,7 @@ fn bench_external_product_glwe_fft64(c: &mut Criterion) {
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let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc(&module, rank);
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sk.fill_ternary_prob(0.5, &mut source_xs);
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let sk_dft: FourierGLWESecret<Vec<u8>, FFT64> = FourierGLWESecret::from(&module, &sk);
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let sk_dft: GLWESecretExec<Vec<u8>, FFT64> = GLWESecretExec::from(&module, &sk);
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ct_ggsw.encrypt_sk(
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&module,
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@@ -75,8 +82,10 @@ fn bench_external_product_glwe_fft64(c: &mut Criterion) {
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scratch.borrow(),
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);
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let ggsw_exec: GGSWCiphertextExec<Vec<u8>, FFT64> = GGSWCiphertextExec::from(&module, &ct_ggsw, scratch.borrow());
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move || {
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black_box(ct_glwe_out.external_product(&module, &ct_glwe_in, &ct_ggsw, scratch.borrow()));
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black_box(ct_glwe_out.external_product(&module, &ct_glwe_in, &ggsw_exec, scratch.borrow()));
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}
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}
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@@ -118,14 +127,14 @@ fn bench_external_product_glwe_inplace_fft64(c: &mut Criterion) {
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let rank: usize = p.rank;
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let digits: usize = 1;
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let rows: usize = (p.k_ct + p.basek - 1) / p.basek;
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let rows: usize = p.k_ct.div_ceil(p.basek);
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let sigma: f64 = 3.2;
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let mut ct_ggsw: GGSWCiphertext<Vec<u8>, FFT64> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, digits, rank);
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let mut ct_ggsw: GGSWCiphertext<Vec<u8>> = GGSWCiphertext::alloc(&module, basek, k_ggsw, rows, digits, rank);
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let mut ct_glwe: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_glwe, rank);
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let pt_rgsw: ScalarZnx<Vec<u8>> = module.new_scalar_znx(1);
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let pt_rgsw: ScalarZnx<Vec<u8>> = module.scalar_znx_alloc(1);
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let mut scratch = ScratchOwned::new(
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let mut scratch: ScratchOwned<FFT64> = ScratchOwned::alloc(
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GGSWCiphertext::encrypt_sk_scratch_space(&module, basek, ct_ggsw.k(), rank)
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| GLWECiphertext::encrypt_sk_scratch_space(&module, basek, ct_glwe.k())
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| GLWECiphertext::external_product_inplace_scratch_space(&module, basek, ct_glwe.k(), ct_ggsw.k(), digits, rank),
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@@ -137,7 +146,7 @@ fn bench_external_product_glwe_inplace_fft64(c: &mut Criterion) {
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let mut sk: GLWESecret<Vec<u8>> = GLWESecret::alloc(&module, rank);
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sk.fill_ternary_prob(0.5, &mut source_xs);
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let sk_dft: FourierGLWESecret<Vec<u8>, FFT64> = FourierGLWESecret::from(&module, &sk);
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let sk_dft: GLWESecretExec<Vec<u8>, FFT64> = GLWESecretExec::from(&module, &sk);
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ct_ggsw.encrypt_sk(
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&module,
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@@ -158,9 +167,11 @@ fn bench_external_product_glwe_inplace_fft64(c: &mut Criterion) {
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scratch.borrow(),
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);
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let ggsw_exec: GGSWCiphertextExec<Vec<u8>, FFT64> = GGSWCiphertextExec::from(&module, &ct_ggsw, scratch.borrow());
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move || {
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let scratch_borrow = scratch.borrow();
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black_box(ct_glwe.external_product_inplace(&module, &ct_ggsw, scratch_borrow));
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black_box(ct_glwe.external_product_inplace(&module, &ggsw_exec, scratch_borrow));
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}
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}
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@@ -1,8 +1,18 @@
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use backend::{FFT64, Module, ScratchOwned};
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use core::{FourierGLWESecret, GLWEAutomorphismKey, GLWECiphertext, GLWESecret, GLWESwitchingKey, Infos};
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use core::{
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AutomorphismKey, AutomorphismKeyExec, GLWECiphertext, GLWESecret, GLWESecretExec, GLWESwitchingKey, GLWESwitchingKeyExec,
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Infos,
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};
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use std::{hint::black_box, time::Duration};
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use backend::{
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hal::{
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api::{ModuleNew, ScratchOwnedAlloc, ScratchOwnedBorrow},
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layouts::{Module, ScratchOwned},
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},
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implementation::cpu_spqlios::FFT64,
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};
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use criterion::{BenchmarkId, Criterion, criterion_group, criterion_main};
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use sampling::source::Source;
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use std::{hint::black_box, time::Duration};
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fn bench_keyswitch_glwe_fft64(c: &mut Criterion) {
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let mut group = c.benchmark_group("keyswitch_glwe_fft64");
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@@ -29,15 +39,14 @@ fn bench_keyswitch_glwe_fft64(c: &mut Criterion) {
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let rank_out: usize = p.rank_out;
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let digits: usize = p.digits;
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let rows: usize = (p.k_ct_in + (p.basek * digits) - 1) / (p.basek * digits);
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let rows: usize = p.k_ct_in.div_ceil(p.basek * digits);
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let sigma: f64 = 3.2;
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let mut ksk: GLWEAutomorphismKey<Vec<u8>, FFT64> =
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GLWEAutomorphismKey::alloc(&module, basek, k_grlwe, rows, digits, rank_out);
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let mut ksk: AutomorphismKey<Vec<u8>> = AutomorphismKey::alloc(&module, basek, k_grlwe, rows, digits, rank_out);
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let mut ct_in: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_rlwe_in, rank_in);
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let mut ct_out: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_rlwe_out, rank_out);
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let mut scratch = ScratchOwned::new(
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let mut scratch: ScratchOwned<FFT64> = ScratchOwned::alloc(
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GLWESwitchingKey::encrypt_sk_scratch_space(&module, basek, ksk.k(), rank_in, rank_out)
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| GLWECiphertext::encrypt_sk_scratch_space(&module, basek, ct_in.k())
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| GLWECiphertext::keyswitch_scratch_space(
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@@ -58,7 +67,7 @@ fn bench_keyswitch_glwe_fft64(c: &mut Criterion) {
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let mut sk_in: GLWESecret<Vec<u8>> = GLWESecret::alloc(&module, rank_in);
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sk_in.fill_ternary_prob(0.5, &mut source_xs);
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let sk_in_dft: FourierGLWESecret<Vec<u8>, FFT64> = FourierGLWESecret::from(&module, &sk_in);
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let sk_in_dft: GLWESecretExec<Vec<u8>, FFT64> = GLWESecretExec::from(&module, &sk_in);
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let mut sk_out: GLWESecret<Vec<u8>> = GLWESecret::alloc(&module, rank_out);
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sk_out.fill_ternary_prob(0.5, &mut source_xs);
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@@ -82,8 +91,10 @@ fn bench_keyswitch_glwe_fft64(c: &mut Criterion) {
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scratch.borrow(),
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);
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let ksk_exec: AutomorphismKeyExec<Vec<u8>, _> = AutomorphismKeyExec::from(&module, &ksk, scratch.borrow());
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move || {
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black_box(ct_out.automorphism(&module, &ct_in, &ksk, scratch.borrow()));
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black_box(ct_out.automorphism(&module, &ct_in, &ksk_exec, scratch.borrow()));
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}
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}
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@@ -132,13 +143,13 @@ fn bench_keyswitch_glwe_inplace_fft64(c: &mut Criterion) {
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let rank: usize = p.rank;
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let digits: usize = 1;
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let rows: usize = (p.k_ct + p.basek - 1) / p.basek;
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let rows: usize = p.k_ct.div_ceil(p.basek);
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let sigma: f64 = 3.2;
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let mut ksk: GLWESwitchingKey<Vec<u8>, FFT64> = GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, digits, rank, rank);
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let mut ksk: GLWESwitchingKey<Vec<u8>> = GLWESwitchingKey::alloc(&module, basek, k_ksk, rows, digits, rank, rank);
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let mut ct: GLWECiphertext<Vec<u8>> = GLWECiphertext::alloc(&module, basek, k_ct, rank);
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let mut scratch = ScratchOwned::new(
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let mut scratch: ScratchOwned<FFT64> = ScratchOwned::alloc(
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GLWESwitchingKey::encrypt_sk_scratch_space(&module, basek, ksk.k(), rank, rank)
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| GLWECiphertext::encrypt_sk_scratch_space(&module, basek, ct.k())
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| GLWECiphertext::keyswitch_inplace_scratch_space(&module, basek, ct.k(), ksk.k(), digits, rank),
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@@ -150,16 +161,15 @@ fn bench_keyswitch_glwe_inplace_fft64(c: &mut Criterion) {
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let mut sk_in: GLWESecret<Vec<u8>> = GLWESecret::alloc(&module, rank);
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sk_in.fill_ternary_prob(0.5, &mut source_xs);
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let sk_in_dft: FourierGLWESecret<Vec<u8>, FFT64> = FourierGLWESecret::from(&module, &sk_in);
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let sk_in_dft: GLWESecretExec<Vec<u8>, FFT64> = GLWESecretExec::from(&module, &sk_in);
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let mut sk_out: GLWESecret<Vec<u8>> = GLWESecret::alloc(&module, rank);
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sk_out.fill_ternary_prob(0.5, &mut source_xs);
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let sk_out_dft: FourierGLWESecret<Vec<u8>, FFT64> = FourierGLWESecret::from(&module, &sk_out);
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ksk.encrypt_sk(
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&module,
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&sk_in,
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&sk_out_dft,
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&sk_out,
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&mut source_xa,
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&mut source_xe,
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sigma,
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@@ -175,8 +185,10 @@ fn bench_keyswitch_glwe_inplace_fft64(c: &mut Criterion) {
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scratch.borrow(),
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);
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let ksk_exec: GLWESwitchingKeyExec<Vec<u8>, FFT64> = GLWESwitchingKeyExec::from(&module, &ksk, scratch.borrow());
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move || {
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black_box(ct.keyswitch_inplace(&module, &ksk, scratch.borrow()));
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black_box(ct.keyswitch_inplace(&module, &ksk_exec, scratch.borrow()));
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}
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}
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