#include "mat_mul.h" #include #include #include #include static float *A, *B, *C; static int M, N, K; static int num_threads; #define MIN(X, Y) (((X) < (Y)) ? (X) : (Y)) #ifdef __AVX512F__ #define IBS 64 #define KBS 40 #else #define IBS 32 #define KBS 32 #endif static void* mat_mul_thread(void *data) { const int m = M / num_threads; const int tid = *((int *) data); const int begin = (tid * m); const int end = (tid == num_threads - 1) ? M : (tid + 1) * m; float Aik; for (int ii = begin; ii < end; ii += IBS) { for (int kk = 0; kk < K; kk += KBS) { for (int i = ii; i < MIN(ii + IBS, end); ++i) { for (int k = kk; k < MIN(kk + KBS, K); ++k) { Aik = A[i * K + k]; for (int 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; pthread_t *threads; threads = (pthread_t *) malloc(sizeof(pthread_t) * num_threads); for (int i = 0; i < num_threads; ++i) { int *tid = (int *) malloc(sizeof(int)); *tid = i; pthread_create(&threads[i], NULL, mat_mul_thread, tid); } for (int i = 0; i < num_threads; ++i) { pthread_join(threads[i], NULL); } }