#include "mat_mul.h" #include #include static float *A, *B, *C; static int M, N, K; static int num_threads; static int min(int x, int y) { return x < y ? x : y; } #define ITILESIZE (32) #define JTILESIZE (1024) #define KTILESIZE (1024) static void* mat_mul_thread(void *data) { int tid = (long)data; int is = M / num_threads * tid + min(tid, M % num_threads); int ie = M / num_threads * (tid + 1) + min(tid + 1, M % num_threads); for (int i = is; i < ie; i += ITILESIZE) { for (int j = 0; j < N; j += JTILESIZE) { for (int k = 0; k < K; k += KTILESIZE) { for (int kk = k; kk < k + KTILESIZE; kk+=8) { for (int ii = i; ii < i + ITILESIZE; ii++) { __m256 a0 = _mm256_set1_ps(A[(ii+0)*K+(kk+0)]); __m256 a1 = _mm256_set1_ps(A[(ii+0)*K+(kk+1)]); __m256 a2 = _mm256_set1_ps(A[(ii+0)*K+(kk+2)]); __m256 a3 = _mm256_set1_ps(A[(ii+0)*K+(kk+3)]); __m256 a4 = _mm256_set1_ps(A[(ii+0)*K+(kk+4)]); __m256 a5 = _mm256_set1_ps(A[(ii+0)*K+(kk+5)]); __m256 a6 = _mm256_set1_ps(A[(ii+0)*K+(kk+6)]); __m256 a7 = _mm256_set1_ps(A[(ii+0)*K+(kk+7)]); for (int jj = j; jj < j + JTILESIZE; jj+=16) { __m256 c0 = _mm256_load_ps(&C[(ii+0) * N + jj]); __m256 b0 = _mm256_load_ps(&B[(kk+0) * N + jj]); __m256 b1 = _mm256_load_ps(&B[(kk+1) * N + jj]); __m256 b2 = _mm256_load_ps(&B[(kk+2) * N + jj]); __m256 b3 = _mm256_load_ps(&B[(kk+3) * N + jj]); __m256 b4 = _mm256_load_ps(&B[(kk+4) * N + jj]); __m256 b5 = _mm256_load_ps(&B[(kk+5) * N + jj]); __m256 b6 = _mm256_load_ps(&B[(kk+6) * N + jj]); __m256 b7 = _mm256_load_ps(&B[(kk+7) * N + jj]); c0 = _mm256_fmadd_ps(a0, b0, c0); c0 = _mm256_fmadd_ps(a1, b1, c0); c0 = _mm256_fmadd_ps(a2, b2, c0); c0 = _mm256_fmadd_ps(a3, b3, c0); c0 = _mm256_fmadd_ps(a4, b4, c0); c0 = _mm256_fmadd_ps(a5, b5, c0); c0 = _mm256_fmadd_ps(a6, b6, c0); c0 = _mm256_fmadd_ps(a7, b7, c0); __m256 d0 = _mm256_load_ps(&C[(ii+0) * N + jj+8]); __m256 e0 = _mm256_load_ps(&B[(kk+0) * N + jj+8]); __m256 e1 = _mm256_load_ps(&B[(kk+1) * N + jj+8]); __m256 e2 = _mm256_load_ps(&B[(kk+2) * N + jj+8]); __m256 e3 = _mm256_load_ps(&B[(kk+3) * N + jj+8]); __m256 e4 = _mm256_load_ps(&B[(kk+4) * N + jj+8]); __m256 e5 = _mm256_load_ps(&B[(kk+5) * N + jj+8]); __m256 e6 = _mm256_load_ps(&B[(kk+6) * N + jj+8]); __m256 e7 = _mm256_load_ps(&B[(kk+7) * N + jj+8]); d0 = _mm256_fmadd_ps(a0, e0, d0); d0 = _mm256_fmadd_ps(a1, e1, d0); d0 = _mm256_fmadd_ps(a2, e2, d0); d0 = _mm256_fmadd_ps(a3, e3, d0); d0 = _mm256_fmadd_ps(a4, e4, d0); d0 = _mm256_fmadd_ps(a5, e5, d0); d0 = _mm256_fmadd_ps(a6, e6, d0); d0 = _mm256_fmadd_ps(a7, e7, d0); _mm256_store_ps(&C[(ii+0)*N+jj], c0); _mm256_store_ps(&C[(ii+0)*N+jj+8], d0); } } } } } } 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[num_threads]; pthread_attr_t attr[num_threads]; cpu_set_t cpus[num_threads]; for (long i = 0; i < num_threads; ++i) { pthread_attr_init(&attr[i]); CPU_ZERO(&cpus[i]); CPU_SET(i, &cpus[i]); pthread_attr_setaffinity_np(&attr[i], sizeof(cpu_set_t), &cpus[i]); pthread_create(&threads[i], &attr[i], mat_mul_thread, (void*)i); } for (long i = 0; i < num_threads; ++i) { pthread_join(threads[i], NULL); } }