#include #include #include struct thread_arg { const float *A; const float *B; float *C; int M; int N; int K; int num_threads; int rank; /* id of this thread */ } args[256]; static pthread_t threads[256]; static void* matmul_kernel(void *arg) { struct thread_arg *_arg = (struct thread_arg*) arg; const float *A = _arg->A; const float *B = _arg->B; float *C = _arg->C; int M = _arg->M; int N = _arg->N; int K = _arg->K; int num_threads = _arg-> num_threads; int rank = _arg->rank; int start = ((M + num_threads-1) / num_threads) * rank; int end = ((M + num_threads-1) / num_threads) * (rank+1); if (end >= M) end = M; for (int i = start; i < end; ++i) { for (int k = 0; k < K; ++k) { for (int j = 0; j < N; ++j) { C[i * N + j] += A[i * K + k] * B[k * N + j]; } } } return NULL; } void matmul(const float *A, const float *B, float *C, int M, int N, int K, int num_threads) { int err; for (int t = 0; t < num_threads; ++t) { args[t].A = A; args[t].B = B; args[t].C = C; args[t].M = M; args[t].N = N; args[t].K = K; args[t].num_threads = num_threads; args[t].rank = t; err = pthread_create(&threads[t], NULL, matmul_kernel, (void*)&args[t]); if (err) { printf("pthread_create(%d) failed with err %d\n", t, err); exit(EXIT_FAILURE); } } for (int t = 0; t < num_threads; ++t) { err = pthread_join(threads[t], NULL); if (err) { printf("pthread_join(%d) failed with err %d\n", t, err); exit(EXIT_FAILURE); } } }