#include #include #include #include "ksw2.h" #ifdef __AVX512BW__ #include void ksw_extd2_avx512(void *km, int qlen, const uint8_t *query, int tlen, const uint8_t *target, int8_t m, const int8_t *mat, int8_t q, int8_t e, int8_t q2, int8_t e2, int w, int zdrop, int end_bonus, int flag, ksw_extz_t *ez) { #define __dp_code_block1 \ z = _mm512_load_si512(&s[t]); \ tmp = _mm512_loadu_si512((uint8_t*)&x[t] - 1); \ xt1 = _mm512_mask_blend_epi8(1, tmp, x1_); \ x1_ = _mm512_maskz_mov_epi8(1, tmp); \ tmp = _mm512_loadu_si512((uint8_t*)&v[t] - 1); \ vt1 = _mm512_mask_blend_epi8(1, tmp, v1_); \ v1_ = _mm512_maskz_mov_epi8(1, tmp); \ a = _mm512_add_epi8(xt1, vt1); /* a <- x[r-1][t-1..t+62] + v[r-1][t-1..t+62] */ \ ut = _mm512_load_si512(&u[t]); /* ut <- u[t..t+63] */ \ b = _mm512_add_epi8(_mm512_load_si512(&y[t]), ut); /* b <- y[r-1][t..t+63] + u[r-1][t..t+63] */ \ tmp = _mm512_loadu_si512((uint8_t*)&x2[t] - 1); \ x2t1 = _mm512_mask_blend_epi8(1, tmp, x21_); \ x21_ = _mm512_maskz_mov_epi8(1, tmp); \ a2= _mm512_add_epi8(x2t1, vt1); \ b2= _mm512_add_epi8(_mm512_load_si512(&y2[t]), ut); #define __dp_code_block2 \ _mm512_store_si512(&u[t], _mm512_sub_epi8(z, vt1));/* u[r][t..t+15] <- z - v[r-1][t-1..t+14] */ \ _mm512_store_si512(&v[t], _mm512_sub_epi8(z, ut)); /* v[r][t..t+15] <- z - u[r-1][t..t+15] */ \ tmp = _mm512_sub_epi8(z, q_); \ a = _mm512_sub_epi8(a, tmp); \ b = _mm512_sub_epi8(b, tmp); \ tmp = _mm512_sub_epi8(z, q2_); \ a2= _mm512_sub_epi8(a2, tmp); \ b2= _mm512_sub_epi8(b2, tmp); int r, t, qe = q + e, n_col_, *off = 0, *off_end = 0, tlen_, qlen_, last_st, last_en, wl, wr, max_sc, min_sc, long_thres, long_diff; int with_cigar = !(flag&KSW_EZ_SCORE_ONLY), approx_max = !!(flag&KSW_EZ_APPROX_MAX); int32_t *H = 0, H0 = 0, last_H0_t = 0; uint8_t *qr, *sf, *mem, *mem2 = 0; __m512i q_, q2_, qe_, qe2_, zero_, sc_mch_, sc_mis_, m1_, sc_N_; __m512i *u, *v, *x, *y, *x2, *y2, *s, *p = 0; ksw_reset_extz(ez); if (m <= 1 || qlen <= 0 || tlen <= 0) return; if (q2 + e2 < q + e) t = q, q = q2, q2 = t, t = e, e = e2, e2 = t; // make sure q+e no larger than q2+e2 zero_ = _mm512_set1_epi8(0); q_ = _mm512_set1_epi8(q); q2_ = _mm512_set1_epi8(q2); qe_ = _mm512_set1_epi8(q + e); qe2_ = _mm512_set1_epi8(q2 + e2); sc_mch_ = _mm512_set1_epi8(mat[0]); sc_mis_ = _mm512_set1_epi8(mat[1]); sc_N_ = mat[m*m-1] == 0? _mm512_set1_epi8(-e2) : _mm512_set1_epi8(mat[m*m-1]); m1_ = _mm512_set1_epi8(m - 1); // wildcard if (w < 0) w = tlen > qlen? tlen : qlen; wl = wr = w; tlen_ = (tlen + 64 - 1) / 64; n_col_ = qlen < tlen? qlen : tlen; n_col_ = ((n_col_ < w + 1? n_col_ : w + 1) + 64 - 1) / 64 + 1; qlen_ = (qlen + 64 - 1) / 64; for (t = 1, max_sc = mat[0], min_sc = mat[1]; t < m * m; ++t) { max_sc = max_sc > mat[t]? max_sc : mat[t]; min_sc = min_sc < mat[t]? min_sc : mat[t]; } if (-min_sc > 2 * (q + e)) return; // otherwise, we won't see any mismatches long_thres = e != e2? (q2 - q) / (e - e2) - 1 : 0; if (q2 + e2 + long_thres * e2 > q + e + long_thres * e) ++long_thres; long_diff = long_thres * (e - e2) - (q2 - q) - e2; mem = (uint8_t*)kcalloc(km, tlen_ * 8 + qlen_ + 1, 64); u = (__m512i*)(((size_t)mem + 64 - 1) >> 6 << 6); // 16-byte aligned v = u + tlen_, x = v + tlen_, y = x + tlen_, x2 = y + tlen_, y2 = x2 + tlen_; s = y2 + tlen_, sf = (uint8_t*)(s + tlen_), qr = sf + tlen_ * 64; memset(u, -q - e, tlen_ * 64); memset(v, -q - e, tlen_ * 64); memset(x, -q - e, tlen_ * 64); memset(y, -q - e, tlen_ * 64); memset(x2, -q2 - e2, tlen_ * 64); memset(y2, -q2 - e2, tlen_ * 64); if (!approx_max) { H = (int32_t*)kmalloc(km, tlen_ * 64 * 4); for (t = 0; t < tlen_ * 64; ++t) H[t] = KSW_NEG_INF; } if (with_cigar) { mem2 = (uint8_t*)kmalloc(km, ((size_t)(qlen + tlen - 1) * n_col_ + 1) * 64); p = (__m512i*)(((size_t)mem2 + 64 - 1) >> 6 << 6); off = (int*)kmalloc(km, (qlen + tlen - 1) * sizeof(int) * 2); off_end = off + qlen + tlen - 1; } for (t = 0; t < qlen; ++t) qr[t] = query[qlen - 1 - t]; memcpy(sf, target, tlen); for (r = 0, last_st = last_en = -1; r < qlen + tlen - 1; ++r) { int st = 0, en = tlen - 1, st0, en0, st_, en_; int8_t x1, x21, v1; uint8_t *qrr = qr + (qlen - 1 - r); int8_t *u8 = (int8_t*)u, *v8 = (int8_t*)v, *x8 = (int8_t*)x, *x28 = (int8_t*)x2; __m512i x1_, x21_, v1_; // find the boundaries if (st < r - qlen + 1) st = r - qlen + 1; if (en > r) en = r; if (st < (r-wr+1)>>1) st = (r-wr+1)>>1; // take the ceil if (en > (r+wl)>>1) en = (r+wl)>>1; // take the floor if (st > en) { ez->zdropped = 1; break; } st0 = st, en0 = en; st = st / 64 * 64, en = (en + 64) / 64 * 64 - 1; // set boundary conditions if (st > 0) { if (st - 1 >= last_st && st - 1 <= last_en) { x1 = x8[st - 1], x21 = x28[st - 1], v1 = v8[st - 1]; // (r-1,s-1) calculated in the last round } else { x1 = -q - e, x21 = -q2 - e2; v1 = -q - e; } } else { x1 = -q - e, x21 = -q2 - e2; v1 = r == 0? -q - e : r < long_thres? -e : r == long_thres? long_diff : -e2; } if (en >= r) { ((int8_t*)y)[r] = -q - e, ((int8_t*)y2)[r] = -q2 - e2; u8[r] = r == 0? -q - e : r < long_thres? -e : r == long_thres? long_diff : -e2; } // loop fission: set scores first if (!(flag & KSW_EZ_GENERIC_SC)) { for (t = st0; t <= en0; t += 64) { __m512i sq, st, tmp; __mmask64 mask; sq = _mm512_loadu_si512((__m512i*)&sf[t]); st = _mm512_loadu_si512((__m512i*)&qrr[t]); mask = _mm512_cmpeq_epi8_mask(sq, m1_) | _mm512_cmpeq_epi8_mask(st, m1_); tmp = _mm512_mask_blend_epi8(_mm512_cmpeq_epi8_mask(sq, st), sc_mis_, sc_mch_); tmp = _mm512_mask_blend_epi8(mask, tmp, sc_N_); _mm512_storeu_si512((__m512i*)((int8_t*)s + t), tmp); } } else { for (t = st0; t <= en0; ++t) ((uint8_t*)s)[t] = mat[sf[t] * m + qrr[t]]; } // core loop x1_ = _mm512_maskz_set1_epi8(1, x1); x21_ = _mm512_maskz_set1_epi8(1, x21); v1_ = _mm512_maskz_set1_epi8(1, v1); st_ = st / 64, en_ = en / 64; assert(en_ - st_ + 1 <= n_col_); if (!with_cigar) { // score only for (t = st_; t <= en_; ++t) { __m512i z, a, b, a2, b2, xt1, x2t1, vt1, ut, tmp; __dp_code_block1; z = _mm512_max_epi8(z, a); z = _mm512_max_epi8(z, b); z = _mm512_max_epi8(z, a2); z = _mm512_max_epi8(z, b2); z = _mm512_min_epi8(z, sc_mch_); __dp_code_block2; // save u[] and v[]; update a, b, a2 and b2 _mm512_store_si512(&x[t], _mm512_sub_epi8(_mm512_max_epi8(a, zero_), qe_)); _mm512_store_si512(&y[t], _mm512_sub_epi8(_mm512_max_epi8(b, zero_), qe_)); _mm512_store_si512(&x2[t], _mm512_sub_epi8(_mm512_max_epi8(a2, zero_), qe2_)); _mm512_store_si512(&y2[t], _mm512_sub_epi8(_mm512_max_epi8(b2, zero_), qe2_)); } } else if (!(flag&KSW_EZ_RIGHT)) { // gap left-alignment __m512i *pr = p + (size_t)r * n_col_ - st_; off[r] = st, off_end[r] = en; for (t = st_; t <= en_; ++t) { __m512i d, z, a, b, a2, b2, xt1, x2t1, vt1, ut, tmp; __dp_code_block1; d = _mm512_maskz_set1_epi8(_mm512_cmpgt_epi8_mask(a, z), 1); z = _mm512_max_epi8(z, a); d = _mm512_mask_blend_epi8(_mm512_cmpgt_epi8_mask(b, z), d, _mm512_set1_epi8(2)); z = _mm512_max_epi8(z, b); d = _mm512_mask_blend_epi8(_mm512_cmpgt_epi8_mask(a2, z), d, _mm512_set1_epi8(3)); z = _mm512_max_epi8(z, a2); d = _mm512_mask_blend_epi8(_mm512_cmpgt_epi8_mask(b2, z), d, _mm512_set1_epi8(4)); z = _mm512_max_epi8(z, b2); z = _mm512_min_epi8(z, sc_mch_); __dp_code_block2; d = _mm512_or_si512(d, _mm512_maskz_set1_epi8(_mm512_cmpgt_epi8_mask(a, zero_), 0x08)); // d = a > 0? 1<<3 : 0 _mm512_store_si512(&x[t], _mm512_sub_epi8(_mm512_max_epi8(a, zero_), qe_)); d = _mm512_or_si512(d, _mm512_maskz_set1_epi8(_mm512_cmpgt_epi8_mask(b, zero_), 0x10)); // d = b > 0? 1<<4 : 0 _mm512_store_si512(&y[t], _mm512_sub_epi8(_mm512_max_epi8(b, zero_), qe_)); d = _mm512_or_si512(d, _mm512_maskz_set1_epi8(_mm512_cmpgt_epi8_mask(a2, zero_), 0x20)); // d = a2 > 0? 1<<5 : 0 _mm512_store_si512(&x2[t], _mm512_sub_epi8(_mm512_max_epi8(a2, zero_), qe2_)); d = _mm512_or_si512(d, _mm512_maskz_set1_epi8(_mm512_cmpgt_epi8_mask(b2, zero_), 0x40)); // d = b2 > 0? 1<<6 : 0 _mm512_store_si512(&y2[t], _mm512_sub_epi8(_mm512_max_epi8(b2, zero_), qe2_)); _mm512_store_si512(&pr[t], d); } } else { // gap right-alignment __m512i *pr = p + (size_t)r * n_col_ - st_; off[r] = st, off_end[r] = en; for (t = st_; t <= en_; ++t) { __m512i d, z, a, b, a2, b2, xt1, x2t1, vt1, ut, tmp; __dp_code_block1; d = _mm512_maskz_set1_epi8(_mm512_cmpge_epi8_mask(a, z), 1); z = _mm512_max_epi8(z, a); d = _mm512_mask_blend_epi8(_mm512_cmpge_epi8_mask(b, z), d, _mm512_set1_epi8(2)); z = _mm512_max_epi8(z, b); d = _mm512_mask_blend_epi8(_mm512_cmpge_epi8_mask(a2, z), d, _mm512_set1_epi8(3)); z = _mm512_max_epi8(z, a2); d = _mm512_mask_blend_epi8(_mm512_cmpge_epi8_mask(b2, z), d, _mm512_set1_epi8(4)); z = _mm512_max_epi8(z, b2); z = _mm512_min_epi8(z, sc_mch_); __dp_code_block2; d = _mm512_or_si512(d, _mm512_maskz_set1_epi8(_mm512_cmpge_epi8_mask(a, zero_), 0x08)); // d = a >= 0? 1<<3 : 0 _mm512_store_si512(&x[t], _mm512_sub_epi8(_mm512_max_epi8(a, zero_), qe_)); d = _mm512_or_si512(d, _mm512_maskz_set1_epi8(_mm512_cmpge_epi8_mask(b, zero_), 0x10)); // d = b >= 0? 1<<4 : 0 _mm512_store_si512(&y[t], _mm512_sub_epi8(_mm512_max_epi8(b, zero_), qe_)); d = _mm512_or_si512(d, _mm512_maskz_set1_epi8(_mm512_cmpge_epi8_mask(a2, zero_), 0x20)); // d = a2 >= 0? 1<<5 : 0 _mm512_store_si512(&x2[t], _mm512_sub_epi8(_mm512_max_epi8(a2, zero_), qe2_)); d = _mm512_or_si512(d, _mm512_maskz_set1_epi8(_mm512_cmpge_epi8_mask(b2, zero_), 0x40)); // d = b2 >= 0? 1<<6 : 0 _mm512_store_si512(&y2[t], _mm512_sub_epi8(_mm512_max_epi8(b2, zero_), qe2_)); _mm512_store_si512(&pr[t], d); } } if (!approx_max) { // find the exact max with a 32-bit score array int32_t max_H, max_t; // compute H[], max_H and max_t if (r > 0) { int32_t HH[16], tt[16], en1 = st0 + (en0 - st0) / 16 * 16, i; __m512i max_H_, max_t_; max_H = H[en0] = en0 > 0? H[en0-1] + u8[en0] : H[en0] + v8[en0]; // special casing the last element max_t = en0; max_H_ = _mm512_set1_epi32(max_H); max_t_ = _mm512_set1_epi32(max_t); for (t = st0; t < en1; t += 16) { // this implements: H[t]+=v8[t]; if(H[t]>max_H) max_H=H[t],max_t=t; __m512i H1, t_; __mmask64 tmp2; H1 = _mm512_loadu_si512((__m512i*)&H[t]); t_ = _mm512_cvtepi8_epi32(_mm_loadu_si128((__m128i*)&v8[t])); H1 = _mm512_add_epi32(H1, t_); _mm512_storeu_si512((__m512i*)&H[t], H1); t_ = _mm512_set1_epi32(t); tmp2 = _mm512_cmpgt_epi32_mask(H1, max_H_); max_H_ = _mm512_mask_blend_epi32(tmp2, max_H_, H1); max_t_ = _mm512_mask_blend_epi32(tmp2, max_t_, t_); } _mm512_storeu_si512((__m512i*)HH, max_H_); _mm512_storeu_si512((__m512i*)tt, max_t_); for (i = 0; i < 16; ++i) if (max_H < HH[i]) max_H = HH[i], max_t = tt[i] + i; for (; t < en0; ++t) { // for the rest of values that haven't been computed with SSE H[t] += (int32_t)v8[t]; if (H[t] > max_H) max_H = H[t], max_t = t; } } else H[0] = v8[0] - qe, max_H = H[0], max_t = 0; // special casing r==0 // update ez if (en0 == tlen - 1 && H[en0] > ez->mte) ez->mte = H[en0], ez->mte_q = r - en; if (r - st0 == qlen - 1 && H[st0] > ez->mqe) ez->mqe = H[st0], ez->mqe_t = st0; if (ksw_apply_zdrop(ez, 1, max_H, r, max_t, zdrop, e2)) break; if (r == qlen + tlen - 2 && en0 == tlen - 1) ez->score = H[tlen - 1]; } else { // find approximate max; Z-drop might be inaccurate, too. if (r > 0) { if (last_H0_t >= st0 && last_H0_t <= en0 && last_H0_t + 1 >= st0 && last_H0_t + 1 <= en0) { int32_t d0 = v8[last_H0_t]; int32_t d1 = u8[last_H0_t + 1]; if (d0 > d1) H0 += d0; else H0 += d1, ++last_H0_t; } else if (last_H0_t >= st0 && last_H0_t <= en0) { H0 += v8[last_H0_t]; } else { ++last_H0_t, H0 += u8[last_H0_t]; } } else H0 = v8[0] - qe, last_H0_t = 0; if ((flag & KSW_EZ_APPROX_DROP) && ksw_apply_zdrop(ez, 1, H0, r, last_H0_t, zdrop, e2)) break; if (r == qlen + tlen - 2 && en0 == tlen - 1) ez->score = H0; } last_st = st, last_en = en; //for (t = st0; t <= en0; ++t) printf("(%d,%d)\t(%d,%d,%d,%d)\t%d\n", r, t, ((int8_t*)u)[t], ((int8_t*)v)[t], ((int8_t*)x)[t], ((int8_t*)y)[t], H[t]); // for debugging } kfree(km, mem); if (!approx_max) kfree(km, H); if (with_cigar) { // backtrack int rev_cigar = !!(flag & KSW_EZ_REV_CIGAR); if (!ez->zdropped && !(flag&KSW_EZ_EXTZ_ONLY)) { ksw_backtrack(km, 1, rev_cigar, 0, (uint8_t*)p, off, off_end, n_col_*64, tlen-1, qlen-1, &ez->m_cigar, &ez->n_cigar, &ez->cigar); } else if (!ez->zdropped && (flag&KSW_EZ_EXTZ_ONLY) && ez->mqe + end_bonus > (int)ez->max) { ez->reach_end = 1; ksw_backtrack(km, 1, rev_cigar, 0, (uint8_t*)p, off, off_end, n_col_*64, ez->mqe_t, qlen-1, &ez->m_cigar, &ez->n_cigar, &ez->cigar); } else if (ez->max_t >= 0 && ez->max_q >= 0) { ksw_backtrack(km, 1, rev_cigar, 0, (uint8_t*)p, off, off_end, n_col_*64, ez->max_t, ez->max_q, &ez->m_cigar, &ez->n_cigar, &ez->cigar); } kfree(km, mem2); kfree(km, off); } } #endif // __AVX512BW__