#include #include #include #include #include #include #include #include static void init_vec(std::vector &v, uint64_t seed) { std::mt19937 rng(static_cast(seed)); std::uniform_real_distribution dist(-1.0f, 1.0f); for (auto &x : v) x = dist(rng); } int main(int argc, char **argv) { size_t N = 100000000; // 1e8 by default (~400 MB across 4 arrays) int iters = 10; if (argc >= 2) N = static_cast(std::stoull(argv[1])); if (argc >= 3) iters = std::stoi(argv[2]); std::vector A(N), B(N), C(N), D(N), E(N); init_vec(A, 1); init_vec(B, 2); init_vec(C, 3); // Warmup volatile float sink = 0.0f; for (size_t i = 0; i < std::min(N, 1000); ++i) { float d = A[i] + B[i]; float e = d * C[i] + B[i]; sink += e; } auto start = std::chrono::high_resolution_clock::now(); double sum_result = 0.0; for (int it = 0; it < iters; ++it) { for (size_t i = 0; i < N; ++i) { D[i] = A[i] + B[i]; } for (size_t i = 0; i < N; ++i) { E[i] = D[i] * C[i] + B[i]; } double local_sum = 0.0; for (size_t i = 0; i < N; ++i) { local_sum += static_cast(E[i]); } sum_result += local_sum; } auto end = std::chrono::high_resolution_clock::now(); double ms = std::chrono::duration(end - start).count(); // Bytes moved (approx): reads A,B then D,C,B, and write D,E each iter // Reads: A,B,D,C,B ~ 5N floats; Writes: D,E ~ 2N floats => 7N * 4 bytes double bytes_per_iter = 7.0 * N * sizeof(float); double gbps = (bytes_per_iter * iters) / (ms / 1000.0) / 1e9; std::cout << "CPP single-threaded\n"; std::cout << "N=" << N << " iters=" << iters << "\n"; std::cout << "time_ms=" << ms << "\n"; std::cout << "throughput_GBps=" << gbps << "\n"; std::cout << "result=" << sum_result << "\n"; return (sink == 12345.678f) ? 0 : 0; // prevent optimizing away }