#include "mat_mul.h" #include #include #include #define bs 32 #define min(a, b) (((a) < (b)) ? (a) : (b)) #define max(a, b) (((a) > (b)) ? (a) : (b)) static float *A, *B, *C; static int M, N, K; static int num_threads; static void* mat_mul_thread(void *data) { int pid = *(int *) data; int chunk = M / num_threads; int start = pid * chunk; int end = pid == num_threads - 1 ? M : (pid + 1) * chunk; float tmp; for (int kk = 0; kk < K; kk += bs) { for (int i = start; i < end; ++i) { for (int k = kk; k < min(kk + bs, K); ++k) { tmp = A[i * K + k]; for (int j = 0; j < N; ++j) { C[i * N + j] += tmp * 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; pthread_t thread[num_threads]; int pid[num_threads]; for (int i = 0; i < num_threads; i++) { pid[i] = i; pthread_create(&thread[i], NULL, mat_mul_thread, (void*) &pid[i]); } for (int i = 0; i < num_threads; i++) { pthread_join(thread[i], NULL); } }