// Copyright (c) Microsoft Corporation. All rights reserved. // Licensed under the MIT license. #include "seal/seal.h" #include "seal/util/rlwe.h" #include "bench.h" using namespace benchmark; using namespace sealbench; using namespace seal; using namespace std; /** This file defines benchmarks for CKKS-specific HE primitives. */ namespace sealbench { void bm_ckks_encrypt_secret(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); Plaintext &pt = bm_env->pt()[0]; for (auto _ : state) { state.PauseTiming(); bm_env->randomize_pt_ckks(pt); state.ResumeTiming(); bm_env->encryptor()->encrypt_symmetric(pt, ct[2]); } } void bm_ckks_encrypt_public(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); Plaintext &pt = bm_env->pt()[0]; for (auto _ : state) { state.PauseTiming(); bm_env->randomize_pt_ckks(pt); state.ResumeTiming(); bm_env->encryptor()->encrypt(pt, ct[2]); } } void bm_ckks_decrypt(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); Plaintext &pt = bm_env->pt()[0]; for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); state.ResumeTiming(); bm_env->decryptor()->decrypt(ct[0], pt); } } void bm_ckks_encode_double(State &state, shared_ptr bm_env) { vector &msg = bm_env->msg_double(); Plaintext &pt = bm_env->pt()[0]; parms_id_type parms_id = bm_env->context().first_parms_id(); double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_message_double(msg); state.ResumeTiming(); bm_env->ckks_encoder()->encode(msg, parms_id, scale, pt); } } void bm_ckks_decode_double(State &state, shared_ptr bm_env) { vector &msg = bm_env->msg_double(); Plaintext &pt = bm_env->pt()[0]; for (auto _ : state) { state.PauseTiming(); bm_env->randomize_pt_ckks(pt); state.ResumeTiming(); bm_env->ckks_encoder()->decode(pt, msg); } } void bm_ckks_add_ct(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; bm_env->randomize_ct_ckks(ct[1]); ct[1].scale() = scale; state.ResumeTiming(); Ciphertext res; bm_env->evaluator()->add(ct[0], ct[1], res); } } void bm_ckks_add_pt(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); Plaintext &pt = bm_env->pt()[0]; double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; bm_env->randomize_pt_ckks(pt); pt.scale() = scale; state.ResumeTiming(); bm_env->evaluator()->add_plain(ct[0], pt, ct[2]); } } void bm_ckks_negate(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; state.ResumeTiming(); bm_env->evaluator()->negate(ct[0], ct[2]); } } void bm_ckks_sub_ct(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; bm_env->randomize_ct_ckks(ct[1]); ct[1].scale() = scale; state.ResumeTiming(); bm_env->evaluator()->sub(ct[0], ct[1], ct[2]); } } void bm_ckks_sub_pt(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); Plaintext &pt = bm_env->pt()[0]; double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; bm_env->randomize_pt_ckks(pt); pt.scale() = scale; state.ResumeTiming(); bm_env->evaluator()->sub_plain(ct[0], pt, ct[2]); } } void bm_ckks_mul_ct(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; bm_env->randomize_ct_ckks(ct[1]); ct[1].scale() = scale; state.ResumeTiming(); bm_env->evaluator()->multiply(ct[0], ct[1], ct[2]); } } void bm_ckks_mul_pt(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); Plaintext &pt = bm_env->pt()[0]; double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; bm_env->randomize_pt_ckks(pt); pt.scale() = scale; state.ResumeTiming(); bm_env->evaluator()->multiply_plain(ct[0], pt, ct[2]); } } void bm_ckks_square(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); double scale = bm_env->safe_scale(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; bm_env->randomize_ct_ckks(ct[1]); ct[1].scale() = scale; state.ResumeTiming(); bm_env->evaluator()->square(ct[0], ct[2]); } } void bm_ckks_rescale_inplace(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); double scale = bm_env->safe_scale() * pow(2.0, 20); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); ct[0].scale() = scale; state.ResumeTiming(); bm_env->evaluator()->rescale_to_next_inplace(ct[0]); } } void bm_ckks_relin_inplace(State &state, shared_ptr bm_env) { Ciphertext ct; for (auto _ : state) { state.PauseTiming(); ct.resize(bm_env->context(), size_t(3)); bm_env->randomize_ct_ckks(ct); state.ResumeTiming(); bm_env->evaluator()->relinearize_inplace(ct, bm_env->rlk()); } } void bm_ckks_rotate(State &state, shared_ptr bm_env) { vector &ct = bm_env->ct(); for (auto _ : state) { state.PauseTiming(); bm_env->randomize_ct_ckks(ct[0]); state.ResumeTiming(); bm_env->evaluator()->rotate_vector(ct[0], 1, bm_env->glk(), ct[2]); } } } // namespace sealbench