#define _XOPEN_SOURCE 600 #include #include #include #include #include #include #include // TASK: T1a // Include the pthreads library // BEGIN: T1a #include // END: T1a // Option to change numerical precision typedef int64_t int_t; typedef double real_t; // TASK: T1b // Pthread management // BEGIN: T1b int_t n_threads = 4; pthread_barrier_t barrier; // END: T1b // Performance measurement struct timeval t_start, t_end; #define WALLTIME(t) ((double)(t).tv_sec + 1e-6 * (double)(t).tv_usec) // Simulation parameters: size, step count, and how often to save the state const int_t N = 1024, max_iteration = 4000, snapshot_freq = 20; // Wave equation parameters, time step is derived from the space step const real_t c = 1.0, h = 1.0; real_t dt; // Buffers for three time steps, indexed with 2 ghost points for the boundary real_t *buffers[3] = { NULL, NULL, NULL }; #define U_prv(i, j) buffers[0][((i) + 1) * (N + 2) + (j) + 1] #define U(i, j) buffers[1][((i) + 1) * (N + 2) + (j) + 1] #define U_nxt(i, j) buffers[2][((i) + 1) * (N + 2) + (j) + 1] // Rotate the time step buffers. void move_buffer_window(void) { real_t *temp = buffers[0]; buffers[0] = buffers[1]; buffers[1] = buffers[2]; buffers[2] = temp; } // Set up our three buffers, and fill two with an initial perturbation void domain_initialize(void) { buffers[0] = malloc((N + 2) * (N + 2) * sizeof(real_t)); buffers[1] = malloc((N + 2) * (N + 2) * sizeof(real_t)); buffers[2] = malloc((N + 2) * (N + 2) * sizeof(real_t)); for (int_t i = 0; i < N; i++) { for (int_t j = 0; j < N; j++) { real_t delta = sqrt(((i - N / 2) * (i - N / 2) + (j - N / 2) * (j - N / 2)) / (real_t)N); U_prv(i, j) = U(i, j) = exp(-4.0 * delta * delta); } } // Set the time step dt = (h * h) / (4.0 * c * c); } // Get rid of all the memory allocations void domain_finalize(void) { free(buffers[0]); free(buffers[1]); free(buffers[2]); } // TASK: T3 // Integration formula void time_step(int_t thread_id) { // BEGIN: T3 // let threads work each on a row for better cache locality (huge speed-up) int_t start_row = thread_id * (N / n_threads); // let last thread handle remainder int_t end_row = (thread_id == n_threads - 1) ? N : (thread_id + 1) * (N / n_threads); for (int_t i = start_row; i < end_row; i++) for (int_t j = 0; j < N; j++) U_nxt(i, j) = -U_prv(i, j) + 2.0 * U(i, j) + (dt * dt * c * c) / (h * h) * (U(i - 1, j) + U(i + 1, j) + U(i, j - 1) + U(i, j + 1) - 4.0 * U(i, j)); // END: T3 } // TASK: T4 // Neumann (reflective) boundary condition void boundary_condition(int_t thread_id) { // BEGIN: T4 for (int_t i = 0; i < N; i += 1) { if (i % n_threads != thread_id) continue; U(i, -1) = U(i, 1); U(i, N) = U(i, N - 2); } for (int_t j = 0; j < N; j += 1) { if (j % n_threads != thread_id) continue; U(-1, j) = U(1, j); U(N, j) = U(N - 2, j); } // END: T4 } // Save the present time step in a numbered file under 'data/' void domain_save(int_t step) { char filename[256]; sprintf(filename, "data/%.5ld.dat", step); FILE *out = fopen(filename, "wb"); for (int_t i = 0; i < N; i++) fwrite(&U(i, 0), sizeof(real_t), N, out); fclose(out); } // TASK: T5 // Main loop void *simulate(void *id) { // BEGIN: T5 // Go through each time step for (int_t iteration = 0; iteration <= max_iteration; iteration++) { int_t tid = *((int_t *)id); if (tid == 0) if ((iteration % snapshot_freq) == 0) domain_save(iteration / snapshot_freq); // Derive step t+1 from steps t and t-1 boundary_condition(tid); pthread_barrier_wait(&barrier); time_step(tid); pthread_barrier_wait(&barrier); // Rotate the time step buffers if (tid == 0) move_buffer_window(); pthread_barrier_wait(&barrier); } // END: T5 } // Main time integration loop int main(int argc, char **argv) { // Number of threads is an optional argument, sanity check its value if (argc > 1) { n_threads = strtol(argv[1], NULL, 10); if (errno == EINVAL) fprintf(stderr, "'%s' is not a valid thread count\n", argv[1]); if (n_threads < 1) { fprintf(stderr, "Number of threads must be >0\n"); exit(EXIT_FAILURE); } } // TASK: T1c // Initialise pthreads // BEGIN: T1c pthread_barrier_init(&barrier, NULL, n_threads); // END: T1b // Set up the initial state of the domain domain_initialize(); // Time the execution gettimeofday(&t_start, NULL); // TASK: T2 // Run the integration loop // BEGIN: T2 pthread_t threads[n_threads]; int_t tids[n_threads]; for (int i = 0; i < n_threads; i++) { tids[i] = i; pthread_create(&threads[tids[i]], NULL, &simulate, &tids[i]); } for (int i = 0; i < n_threads; i++) pthread_join(threads[tids[i]], NULL); // END: T2 // Report how long we spent in the integration stage gettimeofday(&t_end, NULL); printf("%lf seconds elapsed with %ld threads\n", WALLTIME(t_end) - WALLTIME(t_start), n_threads); // Clean up and shut down domain_finalize(); // TASK: T1d // Finalise pthreads // BEGIN: T1d pthread_barrier_destroy(&barrier); // END: T1d exit(EXIT_SUCCESS); }