// matrix_mul_serial.c // 串行矩阵乘法,测量纯计算时间(不含矩阵生成/初始化) #include #include #include static double get_time() { struct timeval tv; gettimeofday(&tv, NULL); return tv.tv_sec + tv.tv_usec * 1e-6; } int main(int argc, char *argv[]) { int N = 8000; if (argc >= 2) { N = atoi(argv[1]); } // 分配并初始化矩阵 double *A = malloc((size_t)N * N * sizeof(double)); double *B = malloc((size_t)N * N * sizeof(double)); double *C = calloc((size_t)N * N, sizeof(double)); if (!A || !B || !C) { fprintf(stderr, "内存分配失败\n"); return EXIT_FAILURE; } srand(0); for (long long i = 0; i < (long long)N * N; i++) { A[i] = rand() / (double)RAND_MAX; B[i] = rand() / (double)RAND_MAX; } // 纯计算部分计时 double t0 = get_time(); for (int i = 0; i < N; i++) { for (int j = 0; j < N; j++) { double sum = 0.0; for (int k = 0; k < N; k++) { sum += A[(long long)i * N + k] * B[(long long)k * N + j]; } C[(long long)i * N + j] = sum; } } double t1 = get_time(); printf("Serial multiplication time: %.6f seconds\n", t1 - t0); free(A); free(B); free(C); return 0; }