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CKKSBenchmark.cpp
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#include <iostream>
#include <sys/utsname.h>
#include "config.h"
#include "utils.h"
#include "test.h"
#include "benchmark.h"
using namespace std;
using namespace seal;
/*
* +------------+ +------------+ +------------+ +------------+
* | input data | -- encode --> | plaintext | -- encrypt --> | ciphertext | -- evaluator--> | operation |
* +------------+ +------------+ +------------+ +------------+
* |
* +------------+ +------------+ +------------+ |
* | out data | <-- decode -- | plaintext | <-- decrypt -- | ciphertext | <----------------------
* +------------+ +------------+ +------------+
*
*
*
*/
int main(int argc, char **argv) {
struct utsname osInfo{};
uname(&osInfo);
cout << "+----------------------------------------+" << endl;
cout << "| Benchmark Microsoft SEAL CKKS scheme |" << endl;
cout << "+----------------------------------------+" << endl;
cout << "Library version " << SEAL_VERSION << endl;
cout << "Benchmark version " << CKKSBenchmark_VERSION_MAJOR << "." << CKKSBenchmark_VERSION_MINOR << endl;
cout << "Architecture " << osInfo.machine << endl;
cout << endl;
while (true) {
int selection;
bool valid = true;
cout << "+-------------------------------------------------------------+" << endl;
cout << "| ******** Tests ******** |" << endl;
cout << "| 1. Mul depth 4096, 3 primes, (A*B)*C [error] |" << endl;
cout << "| 2. Mul depth 4096, 4 primes, (A*B)*C [precision] |" << endl;
cout << "| 3. Mul depth 8192, 4 primes, (A*B)*C [ok] |" << endl;
cout << "| 4. Mul depth 8192, 4 primes, ((A*B)*C)*D [error] |" << endl;
cout << "| 5. Mul depth 8192, 4 primes, (A*B)*(C*D) [ok] |" << endl;
cout << "| 6. Add depth 4096, 3 primes, A+A+A+...+A [ok] |" << endl;
cout << "| 7. Add depth 4096, 4 primes, A+A+A+...+A [ok] |" << endl;
cout << "| 8. Add depth 8192, 4 primes, A+A+A+...+A [ok] |" << endl;
cout << "| 9. Mul/Add depth 4096, 3 primes, (A*B)+C+...+C [ok] |" << endl;
cout << "| 10. Mul/Add depth 4096, 4 primes, (A*B)+C+...+C [precision] |" << endl;
cout << "| 11. Mul/Add depth 8192, 4 primes, (A*B)*C)+D+...+D [ok] |" << endl;
cout << "| 12. Square depth 4096, 3 primes, (A^2)^2 [error] |" << endl;
cout << "| 13. Square depth 4096, 4 primes, (A^2)^2 [precision] |" << endl;
cout << "| 14. Square depth 8192, 4 primes, (A^2)^2 [ok] |" << endl;
cout << "| 15. Negate depth 4096, 3 primes, neg(A) [ok] |" << endl;
cout << "| 16. Negate depth 4096, 4 primes, neg(A) [ok] |" << endl;
cout << "| 17. Negate depth 8192, 4 primes, neg(A) [ok] |" << endl;
cout << "| 18. Rotate depth 4096, 3 primes, rotate(A,1) [ok] |" << endl;
cout << "| 19. Rotate depth 4096, 4 primes, rotate(A,1) [precision] |" << endl;
cout << "| 20. Rotate depth 8192, 4 primes, rotate(A,1) [ok] |" << endl;
cout << "| 21. Mulplain depth 4096, 3 primes, 2*(2*A) [error] |" << endl;
cout << "| 22. Mulplain depth 4096, 4 primes, 2*(2*A) [precision] |" << endl;
cout << "| 23. Mulplain depth 8192, 4 primes, 2*(2*A) [ok] |" << endl;
cout << "| 24. Discriminant degr 2 4096, 4 primes, B^2-4AC [precision] |" << endl;
cout << "| 25. Discriminant degr 2 8912, 4 primes, B^2-4AC [ok] |" << endl;
cout << "| 26. Add on different size, 4096, 3 primes, AB+C [ok] |" << endl;
cout << "| 27. Add on different size, 8192, 4 primes, AB+C [ok] |" << endl;
cout << "| 28. Perfrmance add vs operand size, 4096, 6 primes, AB+C |" << endl;
cout << "| 29. Misc |" << endl;
cout << "| 30. Misc |" << endl;
cout << "| ******** Benchmarks ******** |" << endl;
cout << "| 31. Kernel based on -(A^2 + BC + 3D + coeff) |" << endl;
cout << "| 32. Kernel based on modified example/8_performance.cpp |" << endl;
cout << "| 33. Kernel based example/8_performance.cpp test |" << endl;
cout << "+-------------------------------------------------------------+" << endl;
do {
cout << endl << "> Run test or exit (0): ";
if(!(cin >> selection)){
valid = false;
} else if (selection < 0 || selection > 40) {
valid = false;
} else {
valid = true;
}
if(!valid){
cout << " invalid selection" << endl;
cin.clear();
cin.ignore(numeric_limits<streamsize>::max(),'\n');
}
} while(!valid);
try {
switch (selection) {
case 0:
cout << "bye!" << endl;
return 0;
case 1:
test_mul_depth_4096_3_ABC(100.0);
break;
case 2:
test_mul_depth_4096_4_ABC(1.0);
break;
case 3:
test_mul_depth_8192_4_ABC(100.0);
break;
case 4:
test_mul_depth_8192_4_ABCD(100.0);
break;
case 5:
test_mul_depth_8192_4_ABCD_ok(100.0);
break;
case 6:
test_add_depth_4096_3_accA(100.0, 10);
break;
case 7:
test_add_depth_4096_4_accA(100.0, 10);
break;
case 8:
test_add_depth_8192_4_accA(100.0, 10);
break;
case 9:
test_muladd_depth_4096_3_AB_plus_accC(100.0, 10);
break;
case 10:
test_muladd_depth_4096_4_AB_plus_accC(100.0, 10);
break;
case 11:
test_muladd_depth_8192_4_ABC_plus_accD(100.0, 10);
break;
case 12:
test_square_depth_4096_3_A(100.0);
break;
case 13:
test_square_depth_4096_4_A(2.0);
break;
case 14:
test_square_depth_8192_4_A(100.0);
break;
case 15:
test_neg_depth_4096_3_A(100.0, 10);
break;
case 16:
test_neg_depth_4096_4_A(100.0, 10);
break;
case 17:
test_neg_depth_8192_4_A(100.0, 10);
break;
case 18:
test_rotate_depth_4096_3_A(100.0, 10);
break;
case 19:
test_rotate_depth_4096_4_A(100.0, 10);
break;
case 20:
test_rotate_depth_8192_4_A(100.0, 10);
break;
case 21:
test_mulplain_depth_4096_3_A(100.0);
break;
case 22:
test_mulplain_depth_4096_4_A(100.0);
break;
case 23:
test_mulplain_depth_8192_4_A(100.0);
break;
case 24:
test_discriminant_2_4096_4(3.0);
break;
case 25:
test_discriminant_2_8192_4(100.0);
break;
case 26:
test_add_different_size_4096_3_AB_plus_C(100.0);
break;
case 27:
test_add_different_size_8192_4_AB_plus_C(100.0);
break;
case 28:
test_add_vs_size_perf_4096_3_AB_plus_C(100.0);
break;
case 29:
test_misc();
break;
case 30:
test_mul_depth();
break;
case 31:
ckks_kernel_benchmark_expr();
break;
case 32:
ckks_kernel_benchmark_seal();
break;
case 33:
example_ckks_performance_default();
break;
default:
cout << "Not implemented yet!" << endl;
}
} catch (const std::exception &e) {
cout << "Exception -----> " << e.what() << endl << endl;
}
}
return 0;
}