// See LICENSE for license details. #include "common.h" #include #include #include #include #define MIN(a, b) ((a) < (b) ? (a) : (b)) static void mm_naive(size_t m, size_t n, size_t p, t* a, size_t lda, t* b, size_t ldb, t* c, size_t ldc) { for (size_t i = 0; i < m; i++) { for (size_t j = 0; j < n; j++) { t s0 = c[i*ldc+j], s1 = 0, s2 = 0, s3 = 0; for (size_t k = 0; k < p/4*4; k+=4) { s0 = fma(a[i*lda+k+0], b[(k+0)*ldb+j], s0); s1 = fma(a[i*lda+k+1], b[(k+1)*ldb+j], s1); s2 = fma(a[i*lda+k+2], b[(k+2)*ldb+j], s2); s3 = fma(a[i*lda+k+3], b[(k+3)*ldb+j], s3); } for (size_t k = p/4*4; k < p; k++) s0 = fma(a[i*lda+k], b[k*ldb+j], s0); c[i*ldc+j] = (s0 + s1) + (s2 + s3); } } } static inline void mm_rb(size_t m, size_t n, size_t p, t* a, size_t lda, t* b, size_t ldb, t* c, size_t ldc) { size_t mb = m/RBM*RBM, nb = n/RBN*RBN; for (size_t i = 0; i < mb; i += RBM) { for (size_t j = 0; j < nb; j += RBN) kloop(p, a+i*lda, lda, b+j, ldb, c+i*ldc+j, ldc); mm_naive(RBM, n - nb, p, a+i*lda, lda, b+nb, ldb, c+i*ldc+nb, ldc); } mm_naive(m - mb, n, p, a+mb*lda, lda, b, ldb, c+mb*ldc, ldc); } static inline void repack(t* a, size_t lda, const t* a0, size_t lda0, size_t m, size_t p) { for (size_t i = 0; i < m; i++) { for (size_t j = 0; j < p/8*8; j+=8) { t t0 = a0[i*lda0+j+0]; t t1 = a0[i*lda0+j+1]; t t2 = a0[i*lda0+j+2]; t t3 = a0[i*lda0+j+3]; t t4 = a0[i*lda0+j+4]; t t5 = a0[i*lda0+j+5]; t t6 = a0[i*lda0+j+6]; t t7 = a0[i*lda0+j+7]; a[i*lda+j+0] = t0; a[i*lda+j+1] = t1; a[i*lda+j+2] = t2; a[i*lda+j+3] = t3; a[i*lda+j+4] = t4; a[i*lda+j+5] = t5; a[i*lda+j+6] = t6; a[i*lda+j+7] = t7; } for (size_t j = p/8*8; j < p; j++) a[i*lda+j] = a0[i*lda0+j]; } } static void mm_cb(size_t m, size_t n, size_t p, t* a, size_t lda, t* b, size_t ldb, t* c, size_t ldc) { size_t nmb = m/CBM, nnb = n/CBN, npb = p/CBK; size_t mb = nmb*CBM, nb = nnb*CBN, pb = npb*CBK; //t a1[mb*pb], b1[pb*nb], c1[mb*nb]; t* a1 = (t*)alloca_aligned(sizeof(t)*mb*pb, 8192); t* b1 = (t*)alloca_aligned(sizeof(t)*pb*nb, 8192); t* c1 = (t*)alloca_aligned(sizeof(t)*mb*nb, 8192); for (size_t i = 0; i < mb; i += CBM) for (size_t j = 0; j < pb; j += CBK) repack(a1 + (npb*(i/CBM) + j/CBK)*(CBM*CBK), CBK, a + i*lda + j, lda, CBM, CBK); for (size_t i = 0; i < pb; i += CBK) for (size_t j = 0; j < nb; j += CBN) repack(b1 + (nnb*(i/CBK) + j/CBN)*(CBK*CBN), CBN, b + i*ldb + j, ldb, CBK, CBN); for (size_t i = 0; i < mb; i += CBM) for (size_t j = 0; j < nb; j += CBN) repack(c1 + (nnb*(i/CBM) + j/CBN)*(CBM*CBN), CBN, c + i*ldc + j, ldc, CBM, CBN); for (size_t i = 0; i < mb; i += CBM) { for (size_t j = 0; j < nb; j += CBN) { for (size_t k = 0; k < pb; k += CBK) { mm_rb(CBM, CBN, CBK, a1 + (npb*(i/CBM) + k/CBK)*(CBM*CBK), CBK, b1 + (nnb*(k/CBK) + j/CBN)*(CBK*CBN), CBN, c1 + (nnb*(i/CBM) + j/CBN)*(CBM*CBN), CBN); } if (pb < p) { mm_rb(CBM, CBN, p - pb, a + i*lda + pb, lda, b + pb*ldb + j, ldb, c1 + (nnb*(i/CBM) + j/CBN)*(CBM*CBN), CBN); } } if (nb < n) { for (size_t k = 0; k < p; k += CBK) { mm_rb(CBM, n - nb, MIN(p - k, CBK), a + i*lda + k, lda, b + k*ldb + nb, ldb, c + i*ldc + nb, ldc); } } } if (mb < m) { for (size_t j = 0; j < n; j += CBN) { for (size_t k = 0; k < p; k += CBK) { mm_rb(m - mb, MIN(n - j, CBN), MIN(p - k, CBK), a + mb*lda + k, lda, b + k*ldb + j, ldb, c + mb*ldc + j, ldc); } } } for (size_t i = 0; i < mb; i += CBM) for (size_t j = 0; j < nb; j += CBN) repack(c + i*ldc + j, ldc, c1 + (nnb*(i/CBM) + j/CBN)*(CBM*CBN), CBN, CBM, CBN); } void mm(size_t m, size_t n, size_t p, t* a, size_t lda, t* b, size_t ldb, t* c, size_t ldc) { if (__builtin_expect(m <= 2*CBM && n <= 2*CBN && p <= 2*CBK, 1)) mm_rb(m, n, p, a, lda, b, ldb, c, ldc); else mm_cb(m, n, p, a, lda, b, ldb, c, ldc); }