#include "mat_mul.h" #include #include #include static float *A, *B, *C; static int M, N, K; static int num_threads; #define BS 40 #define MIN(a,b) ((a>b) ? b : a) static void* mat_mul_thread(void *data) { int pid = * (int *) data; int slice = M / num_threads; int start = pid * slice; int end = pid == num_threads - 1 ? M : (pid + 1) * slice; int kk,i,j,k; float Aik; for (kk = 0; kk < K; kk += BS){ for (i = start; i < end; i++){ for (k = kk; k < MIN(kk+BS, K); k++) { Aik = A[i * K + k]; for (j = 0; j < N; j++){ C[i * N + j] += Aik * B[k * N + j]; } } } } return NULL; } void mat_mul(float *_A, float *_B, float *_C, int _M, int _N, int _K, int _num_threads) { A = _A, B = _B, C = _C; M = _M, N = _N, K = _K; num_threads = _num_threads; // TODO: create '_num_threads' pthreads pthread_t thread[40]; int pid[40]; for (int i = 0; i < num_threads; i++) { pid[i] = i; pthread_create(&thread[i], NULL, mat_mul_thread, &pid[i]); } for (int i = 0; i < num_threads; i++) { pthread_join(thread[i], NULL); } }