#include #include #include #include "ksw2.h" #ifdef __SSE2__ #if defined(__AVX2__) #include #define SIMD_INT __m256i #define SIMD_SHIFT 5 #define simd_func(func) _mm256_##func #define simd_funcw(func) _mm256_##func##_si256 #elif defined(__SSE2__) #include #define SIMD_INT __m128i #define SIMD_SHIFT 4 #define simd_func(func) _mm_##func #define simd_funcw(func) _mm_##func##_si128 #ifdef KSW_SSE2_ONLY #undef __SSE4_1__ #endif #ifdef __SSE4_1__ #include #endif #endif // defined(__SSE2__) #define SIMD_WIDTH (1< qlen? tlen : qlen; wl = wr = w; tlen_ = (tlen + SIMD_WIDTH - 1) / SIMD_WIDTH; n_col_ = qlen < tlen? qlen : tlen; n_col_ = ((n_col_ < w + 1? n_col_ : w + 1) + SIMD_WIDTH - 1) / SIMD_WIDTH + 1; qlen_ = (qlen + SIMD_WIDTH - 1) / SIMD_WIDTH; 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, SIMD_WIDTH); u = (SIMD_INT*)(((size_t)mem + SIMD_WIDTH - 1) >> SIMD_SHIFT << SIMD_SHIFT); // 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_ * SIMD_WIDTH; memset(u, -q - e, tlen_ * SIMD_WIDTH); memset(v, -q - e, tlen_ * SIMD_WIDTH); memset(x, -q - e, tlen_ * SIMD_WIDTH); memset(y, -q - e, tlen_ * SIMD_WIDTH); memset(x2, -q2 - e2, tlen_ * SIMD_WIDTH); memset(y2, -q2 - e2, tlen_ * SIMD_WIDTH); if (!approx_max) { H = (int32_t*)kmalloc(km, tlen_ * SIMD_WIDTH * 4); for (t = 0; t < tlen_ * SIMD_WIDTH; ++t) H[t] = KSW_NEG_INF; } if (with_cigar) { mem2 = (uint8_t*)kmalloc(km, ((size_t)(qlen + tlen - 1) * n_col_ + 1) * SIMD_WIDTH); p = (SIMD_INT*)(((size_t)mem2 + SIMD_WIDTH - 1) >> SIMD_SHIFT << SIMD_SHIFT); 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; SIMD_INT 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 / SIMD_WIDTH * SIMD_WIDTH, en = (en + SIMD_WIDTH) / SIMD_WIDTH * SIMD_WIDTH - 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 += SIMD_WIDTH) { SIMD_INT sq, st, tmp, mask; sq = simd_funcw(loadu)((SIMD_INT*)&sf[t]); st = simd_funcw(loadu)((SIMD_INT*)&qrr[t]); mask = simd_funcw(or)(simd_func(cmpeq_epi8)(sq, m1_), simd_func(cmpeq_epi8)(st, m1_)); tmp = simd_func(cmpeq_epi8)(sq, st); #if defined(__SSE4_1__) || defined(__AVX2__) tmp = simd_func(blendv_epi8)(sc_mis_, sc_mch_, tmp); tmp = simd_func(blendv_epi8)(tmp, sc_N_, mask); #elif defined(__SSE2__) // emulate blendv tmp = _mm_or_si128(_mm_andnot_si128(tmp, sc_mis_), _mm_and_si128(tmp, sc_mch_)); tmp = _mm_or_si128(_mm_andnot_si128(mask, tmp), _mm_and_si128(mask, sc_N_)); #endif simd_funcw(storeu)((SIMD_INT*)((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_ = simd_funcw(and)(simd_func(set1_epi8)((uint8_t)x1), mask1_); x21_ = simd_funcw(and)(simd_func(set1_epi8)((uint8_t)x21), mask1_); v1_ = simd_funcw(and)(simd_func(set1_epi8)((uint8_t)v1), mask1_); st_ = st / SIMD_WIDTH, en_ = en / SIMD_WIDTH; assert(en_ - st_ + 1 <= n_col_); if (!with_cigar) { // score only for (t = st_; t <= en_; ++t) { SIMD_INT z, a, b, a2, b2, xt1, x2t1, vt1, ut, tmp; __dp_code_block1; #if defined(__SSE4_1__) || defined(__AVX2__) z = simd_func(max_epi8)(z, a); z = simd_func(max_epi8)(z, b); z = simd_func(max_epi8)(z, a2); z = simd_func(max_epi8)(z, b2); z = simd_func(min_epi8)(z, sc_mch_); __dp_code_block2; // save u[] and v[]; update a, b, a2 and b2 simd_funcw(store)(&x[t], simd_func(sub_epi8)(simd_func(max_epi8)(a, zero_), qe_)); simd_funcw(store)(&y[t], simd_func(sub_epi8)(simd_func(max_epi8)(b, zero_), qe_)); simd_funcw(store)(&x2[t], simd_func(sub_epi8)(simd_func(max_epi8)(a2, zero_), qe2_)); simd_funcw(store)(&y2[t], simd_func(sub_epi8)(simd_func(max_epi8)(b2, zero_), qe2_)); #elif defined(__SSE2__) tmp = _mm_cmpgt_epi8(a, z); z = _mm_or_si128(_mm_andnot_si128(tmp, z), _mm_and_si128(tmp, a)); tmp = _mm_cmpgt_epi8(b, z); z = _mm_or_si128(_mm_andnot_si128(tmp, z), _mm_and_si128(tmp, b)); tmp = _mm_cmpgt_epi8(a2, z); z = _mm_or_si128(_mm_andnot_si128(tmp, z), _mm_and_si128(tmp, a2)); tmp = _mm_cmpgt_epi8(b2, z); z = _mm_or_si128(_mm_andnot_si128(tmp, z), _mm_and_si128(tmp, b2)); tmp = _mm_cmplt_epi8(sc_mch_, z); z = _mm_or_si128(_mm_and_si128(tmp, sc_mch_), _mm_andnot_si128(tmp, z)); __dp_code_block2; tmp = _mm_cmpgt_epi8(a, zero_); _mm_store_si128(&x[t], _mm_sub_epi8(_mm_and_si128(tmp, a), qe_)); tmp = _mm_cmpgt_epi8(b, zero_); _mm_store_si128(&y[t], _mm_sub_epi8(_mm_and_si128(tmp, b), qe_)); tmp = _mm_cmpgt_epi8(a2, zero_); _mm_store_si128(&x2[t], _mm_sub_epi8(_mm_and_si128(tmp, a2), qe2_)); tmp = _mm_cmpgt_epi8(b2, zero_); _mm_store_si128(&y2[t], _mm_sub_epi8(_mm_and_si128(tmp, b2), qe2_)); #endif } } else if (!(flag&KSW_EZ_RIGHT)) { // gap left-alignment SIMD_INT *pr = p + (size_t)r * n_col_ - st_; off[r] = st, off_end[r] = en; for (t = st_; t <= en_; ++t) { SIMD_INT d, z, a, b, a2, b2, xt1, x2t1, vt1, ut, tmp; __dp_code_block1; #if defined(__SSE4_1__) || defined(__AVX2__) d = simd_funcw(and)(simd_func(cmpgt_epi8)(a, z), simd_func(set1_epi8)(1)); // d = a > z? 1 : 0 z = simd_func(max_epi8)(z, a); d = simd_func(blendv_epi8)(d, simd_func(set1_epi8)(2), simd_func(cmpgt_epi8)(b, z)); // d = b > z? 2 : d z = simd_func(max_epi8)(z, b); d = simd_func(blendv_epi8)(d, simd_func(set1_epi8)(3), simd_func(cmpgt_epi8)(a2, z)); // d = a2 > z? 3 : d z = simd_func(max_epi8)(z, a2); d = simd_func(blendv_epi8)(d, simd_func(set1_epi8)(4), simd_func(cmpgt_epi8)(b2, z)); // d = a2 > z? 3 : d z = simd_func(max_epi8)(z, b2); z = simd_func(min_epi8)(z, sc_mch_); #elif defined(__SSE2__) // emulate SSE4.1 intrinsics _mm_max_epi8() and _mm_blendv_epi8() tmp = _mm_cmpgt_epi8(a, z); d = _mm_and_si128(tmp, _mm_set1_epi8(1)); z = _mm_or_si128(_mm_andnot_si128(tmp, z), _mm_and_si128(tmp, a)); tmp = _mm_cmpgt_epi8(b, z); d = _mm_or_si128(_mm_andnot_si128(tmp, d), _mm_and_si128(tmp, _mm_set1_epi8(2))); z = _mm_or_si128(_mm_andnot_si128(tmp, z), _mm_and_si128(tmp, b)); tmp = _mm_cmpgt_epi8(a2, z); d = _mm_or_si128(_mm_andnot_si128(tmp, d), _mm_and_si128(tmp, _mm_set1_epi8(3))); z = _mm_or_si128(_mm_andnot_si128(tmp, z), _mm_and_si128(tmp, a2)); tmp = _mm_cmpgt_epi8(b2, z); d = _mm_or_si128(_mm_andnot_si128(tmp, d), _mm_and_si128(tmp, _mm_set1_epi8(4))); z = _mm_or_si128(_mm_andnot_si128(tmp, z), _mm_and_si128(tmp, b2)); tmp = _mm_cmplt_epi8(sc_mch_, z); z = _mm_or_si128(_mm_and_si128(tmp, sc_mch_), _mm_andnot_si128(tmp, z)); #endif __dp_code_block2; tmp = simd_func(cmpgt_epi8)(a, zero_); simd_funcw(store)(&x[t], simd_func(sub_epi8)(simd_funcw(and)(tmp, a), qe_)); d = simd_funcw(or)(d, simd_funcw(and)(tmp, simd_func(set1_epi8)(0x08))); // d = a > 0? 1<<3 : 0 tmp = simd_func(cmpgt_epi8)(b, zero_); simd_funcw(store)(&y[t], simd_func(sub_epi8)(simd_funcw(and)(tmp, b), qe_)); d = simd_funcw(or)(d, simd_funcw(and)(tmp, simd_func(set1_epi8)(0x10))); // d = b > 0? 1<<4 : 0 tmp = simd_func(cmpgt_epi8)(a2, zero_); simd_funcw(store)(&x2[t], simd_func(sub_epi8)(simd_funcw(and)(tmp, a2), qe2_)); d = simd_funcw(or)(d, simd_funcw(and)(tmp, simd_func(set1_epi8)(0x20))); // d = a > 0? 1<<5 : 0 tmp = simd_func(cmpgt_epi8)(b2, zero_); simd_funcw(store)(&y2[t], simd_func(sub_epi8)(simd_funcw(and)(tmp, b2), qe2_)); d = simd_funcw(or)(d, simd_funcw(and)(tmp, simd_func(set1_epi8)(0x40))); // d = b > 0? 1<<6 : 0 simd_funcw(store)(&pr[t], d); } } else { // gap right-alignment SIMD_INT *pr = p + (size_t)r * n_col_ - st_; off[r] = st, off_end[r] = en; for (t = st_; t <= en_; ++t) { SIMD_INT d, z, a, b, a2, b2, xt1, x2t1, vt1, ut, tmp; __dp_code_block1; #if defined(__SSE4_1__) || defined(__AVX2__) d = simd_funcw(andnot)(simd_func(cmpgt_epi8)(z, a), simd_func(set1_epi8)(1)); // d = z > a? 0 : 1 z = simd_func(max_epi8)(z, a); d = simd_func(blendv_epi8)(simd_func(set1_epi8)(2), d, simd_func(cmpgt_epi8)(z, b)); // d = z > b? d : 2 z = simd_func(max_epi8)(z, b); d = simd_func(blendv_epi8)(simd_func(set1_epi8)(3), d, simd_func(cmpgt_epi8)(z, a2)); // d = z > a2? d : 3 z = simd_func(max_epi8)(z, a2); d = simd_func(blendv_epi8)(simd_func(set1_epi8)(4), d, simd_func(cmpgt_epi8)(z, b2)); // d = z > b2? d : 4 z = simd_func(max_epi8)(z, b2); z = simd_func(min_epi8)(z, sc_mch_); #elif defined(__SSE2__) tmp = _mm_cmpgt_epi8(z, a); d = _mm_andnot_si128(tmp, _mm_set1_epi8(1)); z = _mm_or_si128(_mm_and_si128(tmp, z), _mm_andnot_si128(tmp, a)); tmp = _mm_cmpgt_epi8(z, b); d = _mm_or_si128(_mm_and_si128(tmp, d), _mm_andnot_si128(tmp, _mm_set1_epi8(2))); z = _mm_or_si128(_mm_and_si128(tmp, z), _mm_andnot_si128(tmp, b)); tmp = _mm_cmpgt_epi8(z, a2); d = _mm_or_si128(_mm_and_si128(tmp, d), _mm_andnot_si128(tmp, _mm_set1_epi8(3))); z = _mm_or_si128(_mm_and_si128(tmp, z), _mm_andnot_si128(tmp, a2)); tmp = _mm_cmpgt_epi8(z, b2); d = _mm_or_si128(_mm_and_si128(tmp, d), _mm_andnot_si128(tmp, _mm_set1_epi8(4))); z = _mm_or_si128(_mm_and_si128(tmp, z), _mm_andnot_si128(tmp, b2)); tmp = _mm_cmplt_epi8(sc_mch_, z); z = _mm_or_si128(_mm_and_si128(tmp, sc_mch_), _mm_andnot_si128(tmp, z)); #endif __dp_code_block2; tmp = simd_func(cmpgt_epi8)(zero_, a); simd_funcw(store)(&x[t], simd_func(sub_epi8)(simd_funcw(andnot)(tmp, a), qe_)); d = simd_funcw(or)(d, simd_funcw(andnot)(tmp, simd_func(set1_epi8)(0x08))); // d = a > 0? 1<<3 : 0 tmp = simd_func(cmpgt_epi8)(zero_, b); simd_funcw(store)(&y[t], simd_func(sub_epi8)(simd_funcw(andnot)(tmp, b), qe_)); d = simd_funcw(or)(d, simd_funcw(andnot)(tmp, simd_func(set1_epi8)(0x10))); // d = b > 0? 1<<4 : 0 tmp = simd_func(cmpgt_epi8)(zero_, a2); simd_funcw(store)(&x2[t], simd_func(sub_epi8)(simd_funcw(andnot)(tmp, a2), qe2_)); d = simd_funcw(or)(d, simd_funcw(andnot)(tmp, simd_func(set1_epi8)(0x20))); // d = a > 0? 1<<5 : 0 tmp = simd_func(cmpgt_epi8)(zero_, b2); simd_funcw(store)(&y2[t], simd_func(sub_epi8)(simd_funcw(andnot)(tmp, b2), qe2_)); d = simd_funcw(or)(d, simd_funcw(andnot)(tmp, simd_func(set1_epi8)(0x40))); // d = b > 0? 1<<6 : 0 simd_funcw(store)(&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[SIMD_WIDTH/4], tt[SIMD_WIDTH/4], en1 = st0 + (en0 - st0) / (SIMD_WIDTH/4) * (SIMD_WIDTH/4), i; SIMD_INT 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_ = simd_func(set1_epi32)(max_H); max_t_ = simd_func(set1_epi32)(max_t); for (t = st0; t < en1; t += SIMD_WIDTH/4) { // this implements: H[t]+=v8[t]-qe; if(H[t]>max_H) max_H=H[t],max_t=t; SIMD_INT H1, tmp, t_; H1 = simd_funcw(loadu)((SIMD_INT*)&H[t]); #if defined(__AVX2__) t_ = _mm256_setr_epi32(v8[t], v8[t+1], v8[t+2], v8[t+3], v8[t+4], v8[t+5], v8[t+6], v8[t+7]); #elif defined(__SSE2__) t_ = _mm_setr_epi32(v8[t], v8[t+1], v8[t+2], v8[t+3]); #endif H1 = simd_func(add_epi32)(H1, t_); simd_funcw(storeu)((SIMD_INT*)&H[t], H1); t_ = simd_func(set1_epi32)(t); tmp = simd_func(cmpgt_epi32)(H1, max_H_); #if defined(__SSE4_1__) || defined(__AVX2__) max_H_ = simd_func(blendv_epi8)(max_H_, H1, tmp); max_t_ = simd_func(blendv_epi8)(max_t_, t_, tmp); #elif defined(__SSE2__) max_H_ = simd_funcw(or)(simd_funcw(and)(tmp, H1), simd_funcw(andnot)(tmp, max_H_)); max_t_ = simd_funcw(or)(simd_funcw(and)(tmp, t_), simd_funcw(andnot)(tmp, max_t_)); #endif } simd_funcw(storeu)((SIMD_INT*)HH, max_H_); simd_funcw(storeu)((SIMD_INT*)tt, max_t_); for (i = 0; i < SIMD_WIDTH/4; ++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_*SIMD_WIDTH, 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_*SIMD_WIDTH, 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_*SIMD_WIDTH, ez->max_t, ez->max_q, &ez->m_cigar, &ez->n_cigar, &ez->cigar); } kfree(km, mem2); kfree(km, off); } } #endif // __SSE2__