#include "mat_mul.h" #include #include #include static float *A, *B, *C; static int M, N, K; static int num_threads; static int mpi_rank, mpi_world_size; static void mat_mul_omp() { // TODO: parallelize & optimize matrix multiplication // Use num_threads per node for (int k = 0; k < K; ++k) { #pragma omp parallel for num_threads(num_threads) for (int i = 0; i < M; ++i) { for (int j = 0; j < N; ++j) { C[i * N + j] += A[i * K + k] * B[k * N + j]; } } } } void mat_mul(float *_A, float *_B, float *_C, int _M, int _N, int _K, int _num_threads, int _mpi_rank, int _mpi_world_size) { A = _A, B = _B, C = _C; M = _M, N = _N, K = _K; num_threads = _num_threads, mpi_rank = _mpi_rank, mpi_world_size = _mpi_world_size; // TODO: parallelize & optimize matrix multiplication on multi-node // You must allocate & initialize A, B, C for non-root processes // FIXME: for now, only root process runs the matrix multiplication. if (mpi_rank == 0) mat_mul_omp(); }