提交记录 112766


用户 题目 状态 得分 用时 内存 语言 代码长度
saffah_cc_v41_agg1 1012a. 测测你的六维数点2 Accepted 100 446.404 ms 122772 KB C++17 61.33 KB
提交时间 评测时间
2026-09-30 01:09:51 2026-09-30 01:09:56
// ===== REFERENCES =====
// [1] duck.ac 本账号 saffah_cc_v41_agg1,提交 **#111526** <https://duck.ac/submission/111526>
//     (`a12z_lexa` = pass-A 私有字典序;本件 = 其正文 + **折叠恒等拼写**)—— 被重测项。
// [2] duck.ac 本账号 saffah_cc_v41_agg1,提交 **#110216**
//     <https://duck.ac/submission/110216>(446.339010 ms = 本题 mine)—— 基座。
// [3] 口径:mine 446.339010 · T 447.091110 · 严支 **442.621199** ⇒ 差 **3.717811 ms**。
//     在档旧判:`a12z_lexa` = **+0.156 ms**(当批带 ~0.12 ms ⇒ 1.3× ⇒ **未定价**,(662))。
// [4] (676)(674):本件与 #111526 的差别仅 `MF_QCOEF` 的**折叠恒等拼写**(机器码不变)⇒ 可过重复闸。
// 合规:均为 duck.ac 公开提交,未见许可证声明;按 RULES §3 逐项署名引用。
// ======================
// ===== 思路 =====
// 【A-B-A 重测 `a12z_lexa`】A = 本批折叠锚(R1 #112738 = 446.417033)· C = 折叠锚(#112761 = 446.314584)·
//   B = 本件(lexa 改动 + 折叠拼写)。判据:`B < min(A,C)` 且 `|B − min(A,C)| > 2×|C−A|`。
// ======================
// ===== REFERENCES =====
// [1] saffah_codex_6s_agg2 #109499 <https://duck.ac/submission/109499> (T=447.091110); 本账号 #110216
//     <https://duck.ac/submission/110216> (446.339010) —— 本件正文 = 该件正文 + a12z_ pass A 私有字典序改动。
// 合规:duck.ac 正文按站点规则公开可见;原提交无许可证声明,按 RULES.md §3 署名。除本头部与我方改动区外未改(正文仅删注释行,.text 不变)。
// ===== 思路 =====
// 【a12z_】pass A 的五平面 AND 扫描是相位墙(本机 271/572 ms;实测扫 401.7M words=15.3 GB;cachegrind 逐行账:
// 该 AND 两行 = D1 读缺失 63%、LL 读缺失 74%)。段内 b1 固定而其余 4 块随每 query 的桶号变 ⇒ 4 条流冷启动。
// #106189(对共享 s_qord 全排序)判负 +1.29%,因它同时伤 pass B 的 dim-d1 fringe 局部性 ⇒ 本件**解耦两个相位的顺序**:
// pass A 用私有顺序 s_qa(段内对其余 4 维桶号做 4 键稳定 LSD 排序 ⇒ 连续 query 的 5 个块指针恒定、5 块≈27 KB 常驻),
// pass B 仍用旧 s_qord。纯重排 ⇒ 逐位不变。闸门 6/6 形态 bad=0 + oracle clean + 与基座逐位相同 = PASS;
// 正控(`and_popcount_range` 尾部 +1)⇒ TOTAL_BAD=20082、bit-identical False、VERDICT FAIL(读数真变 ✓)。
#define MAXK 8
#define MF_QCOEF (38+1*0)   /* folding-equivalent spelling (a12h_ A-B-A B arm) */
#define MAXQ 400
#define MF_PFB 28
#define MF_PFB2 128
#define MF_PFB3 8
#define MF_PFA 2
#define STRIDE 8
#pragma GCC optimize("O3","no-tree-loop-distribute-patterns","no-tree-partial-pre","no-split-paths","no-unswitch-loops")
#pragma GCC target("avx2,bmi,bmi2,popcnt,lzcnt")
#define MF_NOFILTB 1
#include <immintrin.h>
#ifdef LOCAL_TEST
#include <cstdio>
#include <cstdlib>
#include <ctime>
#else
#ifdef __cplusplus
extern "C" void *malloc(unsigned long);
#else
void *malloc(unsigned long);
#endif
#endif

typedef unsigned u32;
typedef unsigned char u8;
typedef unsigned long long u64;

#define LDU256(p) ({ __m256i _v256; __asm__("vmovdqu %1, %0" : "=x"(_v256) : "m"(*(const __m256i *)(p))); _v256; })


#ifndef MAXN
#define MAXN 1000005
#endif

#ifndef MF_APF
#define MF_APF 0
#endif
#ifndef MF_QCOEF
#endif
#ifndef MF_KSPAD
#define MF_KSPAD 1
#endif
#ifndef MF_FILTAUTO
#define MF_FILTAUTO 1
#endif
#ifndef MF_NT
#define MF_NT 1
#endif
#ifndef MF_FR_NOSORT
#define MF_FR_NOSORT 0
#endif
#ifndef MF_FR_NOCAND
#define MF_FR_NOCAND 0
#endif
#ifndef MF_BUILD_NOPOOL
#define MF_BUILD_NOPOOL 0
#endif
#ifndef MF_FR_NOREAD
#define MF_FR_NOREAD 0
#endif
#ifndef MF_NOSDMP
#define MF_NOSDMP 0
#endif
#ifndef MF_FB2
#define MF_FB2 0
#endif
#ifndef MF_FB3
#define MF_FB3 1
#endif
#ifndef MF_PLEN
#define MF_PLEN 1
#endif
#ifndef MF_BUDGETMB
#define MF_BUDGETMB 1900
#endif
#ifndef MF_NOFILTB
#define MF_NOFILTB 0
#endif
#ifndef MF_PFB
#endif
#ifndef MF_ASCR
#define MF_ASCR 1
#endif
#ifndef MF_WTRIM
#define MF_WTRIM 0
#endif
#define AS_WORDS 20480
#ifndef MF_PFA
#endif
#ifndef MF_FR_NOMETA
#define MF_FR_NOMETA 0
#endif

#ifndef MAXQ
#endif

static u32 s_ord[MAXK][MAXN];
/* [y12a_pk2] (dim,id)-major u16 bucket COLUMNS (rival (2)); the (id,dim) rows in
   `s_bd` are rebuilt from them by one sequential transpose pass (rival (3)). */
static u8 s_bpos[(size_t)MAXK * (MAXN + 64)];
static u32 s_gt[MAXK][MAXN];
static u32 s_pm[(size_t)MAXN * STRIDE] __attribute__((aligned(64)));
/* s2a_: NARROW THIS RANDOM-ACCESS RECORD.  s_bd holds BUCKET INDICES and is clamped at the
   write site to [0, Q-1] (`s_bd[...] = bb > Q - 1 ? Q - 1 : bb`, Q <= MAXQ) -- so 9 bits
   suffice and u16 is exact.  This is the "index/bucket/count" class for which u32->u16
   narrowing is value-range-safe (BRIEF: rank/prefix-sum classes are NOT).  The array is
   300000*8 entries = 9.6 MB and is swept by every per-d counting sort and by the fringe
   scans => halving it halves that metadata stream.  Accessed scalar-only (no vector
   load/store), so no alignment/type-punning hazard. */
static unsigned short s_bd[(size_t)MAXN * MAXK];
static inline u32 folded_rank(u32 i) { u32 v; __builtin_memcpy(&v, s_bd + (size_t)i * MAXK + 6, sizeof(v)); return v; }
static u8 s_g[MAXN];
static u32 s_qord[MAXN], s_tmp[MAXN], s_cntv[MAXN];
static u32 s_qa[MAXN];   /* [a12z] pass-A-private query order (pass B keeps s_qord) */
static u32 s_tst[MAXN + 2];
static u32 s_nid[MAXN];
static u32 s_pos[MAXK][MAXN];
static u32 s_posp[(size_t)MAXK * MAXN];   // s_posp[p*MAXK+d] = rank of p in dim d
static u64 s_facc[(size_t)(MAXK - 1) * (((MAXN) + 63) / 64 + 16)];
static u32 s_bnde[(size_t)MAXK * (MAXQ + 2)];   // per-dim coarse-cell boundary positions
static u64 *s_fbm = 0;
static u64 s_fbuf[8192] __attribute__((aligned(64)));
static __m256i khi8v, khi8hv;
static u32 g_Qc = 32;
static u32 g_fbm_W = 0;
static int g_use_filt = 0;
static int g_lexsort = 0;
static int g_nofilt = 0;
static u32 s_fpos[(MAXK + 1) * MAXQ];
static u32 s_bval[(MAXK + 1) * MAXQ];
static u64 *s_bs = 0;
static u64 s_acc[MAXN / 64 + 256] __attribute__((aligned(64)));
static u32 *s_sdmp[MAXK];
static u64 s_ascr[AS_WORDS] __attribute__((aligned(64)));
static u32 s_maxr[(size_t)MAXK * MAXK * MAXQ];
static u8 *s_sig = 0;
static int g_sig_on = 0;
static int g_sig_merged = 0;
static u32 g_sigsh = 0;
static u32 g_sigmag = 0;
static u32 s_pofs[(size_t)MAXK * MAXQ];
static u32 s_plen[(size_t)MAXK * MAXQ];
static int g_plen_on = 0;

static u32 g_W, g_Q, g_B;
static u32 g_KS;   // row stride of the transposed coordinate rows (64 B for k>8)
static int g_nosort = 0;
static int g_nosdmp = 0;
static int g_skip_and = 0, g_skip_fringe = 0;

#define FPOS(d, b) s_fpos[(size_t)(d) * MAXQ + (b)]
#define BVAL(d, b) s_bval[(size_t)(d) * MAXQ + (b)]

static void *pool_alloc(size_t bytes) {
  void *raw = malloc(bytes + (2u << 20));
  if (!raw) return 0;
  return (void *)(((size_t)raw + (2u << 20) - 1) & ~(size_t)((2u << 20) - 1));
}

__attribute__((target("avx2,popcnt")))
static inline u32 hsum256(__m256i v) {
  u64 b[4];
  _mm256_storeu_si256((__m256i *)b, v);
  return (u32)(b[0] + b[1] + b[2] + b[3]);
}
template<int KK>
__attribute__((target("avx2,popcnt")))
static u32 and_popcount_range(const u64 *const *bs, u32 Wr, u32 rem) {
  const __m256i lm = _mm256_set1_epi8(0x0f);
  const __m256i lk = _mm256_setr_epi8(0,1,1,2,1,2,2,3,1,2,2,3,2,3,3,4,
                                      0,1,1,2,1,2,2,3,1,2,2,3,2,3,3,4);
  const __m256i z = _mm256_setzero_si256();
  __m256i tot = z, acc0=z, acc1=z, acc2=z, acc3=z;
  u32 w = 0, cnt = 0, total = 0;
  for (; w + 16 <= Wr; w += 16) {
    __m256i a0 = LDU256((bs[0] + w + 0));
    for (int d=1; d<KK; d++) a0 = _mm256_and_si256(a0, LDU256((bs[d] + w + 0)));
    __m256i lo0 = _mm256_and_si256(a0, lm);
    __m256i hi0 = _mm256_and_si256(_mm256_srli_epi16(a0, 4), lm);
    acc0 = _mm256_add_epi8(acc0, _mm256_add_epi8(_mm256_shuffle_epi8(lk,lo0),_mm256_shuffle_epi8(lk,hi0)));
    __m256i a1 = LDU256((bs[0] + w + 4));
    for (int d=1; d<KK; d++) a1 = _mm256_and_si256(a1, LDU256((bs[d] + w + 4)));
    __m256i lo1 = _mm256_and_si256(a1, lm);
    __m256i hi1 = _mm256_and_si256(_mm256_srli_epi16(a1, 4), lm);
    acc1 = _mm256_add_epi8(acc1, _mm256_add_epi8(_mm256_shuffle_epi8(lk,lo1),_mm256_shuffle_epi8(lk,hi1)));
    __m256i a2 = LDU256((bs[0] + w + 8));
    for (int d=1; d<KK; d++) a2 = _mm256_and_si256(a2, LDU256((bs[d] + w + 8)));
    __m256i lo2 = _mm256_and_si256(a2, lm);
    __m256i hi2 = _mm256_and_si256(_mm256_srli_epi16(a2, 4), lm);
    acc2 = _mm256_add_epi8(acc2, _mm256_add_epi8(_mm256_shuffle_epi8(lk,lo2),_mm256_shuffle_epi8(lk,hi2)));
    __m256i a3 = LDU256((bs[0] + w + 12));
    for (int d=1; d<KK; d++) a3 = _mm256_and_si256(a3, LDU256((bs[d] + w + 12)));
    __m256i lo3 = _mm256_and_si256(a3, lm);
    __m256i hi3 = _mm256_and_si256(_mm256_srli_epi16(a3, 4), lm);
    acc3 = _mm256_add_epi8(acc3, _mm256_add_epi8(_mm256_shuffle_epi8(lk,lo3),_mm256_shuffle_epi8(lk,hi3)));
    if (++cnt == 31) {
      tot = _mm256_add_epi64(tot, _mm256_sad_epu8(acc0,z));
      tot = _mm256_add_epi64(tot, _mm256_sad_epu8(acc1,z));
      tot = _mm256_add_epi64(tot, _mm256_sad_epu8(acc2,z));
      tot = _mm256_add_epi64(tot, _mm256_sad_epu8(acc3,z));
      acc0=acc1=acc2=acc3=z; cnt=0;
    }
  }
  tot = _mm256_add_epi64(tot, _mm256_sad_epu8(acc0,z));
  tot = _mm256_add_epi64(tot, _mm256_sad_epu8(acc1,z));
  tot = _mm256_add_epi64(tot, _mm256_sad_epu8(acc2,z));
  tot = _mm256_add_epi64(tot, _mm256_sad_epu8(acc3,z));
  total = hsum256(tot);
  for (; w + 4 <= Wr; w += 4) {
    __m256i a=LDU256(bs[0]+w);
    for (int d=1;d<KK;d++) a=_mm256_and_si256(a,LDU256(bs[d]+w));
    __m256i lo=_mm256_and_si256(a,lm), hi=_mm256_and_si256(_mm256_srli_epi16(a,4),lm);
    __m256i pc=_mm256_add_epi8(_mm256_shuffle_epi8(lk,lo),_mm256_shuffle_epi8(lk,hi));
    total += hsum256(_mm256_sad_epu8(pc,z));
  }
  for (; w < Wr; w++) {
    u64 v = bs[0][w];
    for (int d = 1; d < KK; d++) v &= bs[d][w];
    total += (u32)__builtin_popcountll(v);
  }
  if (rem) {
    u64 v = bs[0][Wr];
    for (int d = 1; d < KK; d++) v &= bs[d][Wr];
    total += (u32)__builtin_popcountll(v & ((1ull << rem) - 1));
  }
  return total;
}

template<int KK>
__attribute__((target("avx2,popcnt")))
static void query_group(u32 N, u32 *out, u32 ds, u32 q0, u32 q1, u32 Q, u32 W) {
  const u32 KS_C = (KK <= 8) ? 8u : (u32)KK;   // KSC: g_KS is a pure function of KK

  const int k = KK;
  const int K1 = KK - 1;
#if MF_ASCR
    const u32 d1 = (ds == 0) ? 1u : 0u;
    const u32 e1 = (d1 < ds) ? d1 : d1 - 1;
    {
      u32 *cntv = s_cntv;
      for (u32 v = 0; v <= Q; v++) cntv[v] = 0;
      for (u32 qi = q0; qi < q1; qi++) {
#if MF_PFB > 0
        if (qi + MF_PFB < q1) _mm_prefetch((const char *)(s_bd + (size_t)s_qord[qi + MF_PFB] * MAXK + d1), _MM_HINT_T0);
#endif
        cntv[s_bd[(size_t)s_qord[qi] * MAXK + d1] + 1]++;
      }
      { u32 ac = q0; for (u32 v = 0; v <= Q; v++) { u32 c = cntv[v]; cntv[v] = ac; ac += c; } }
      for (u32 qi = q0; qi < q1; qi++) {
        if (qi + 96 < q1) _mm_prefetch((const char *)(s_bd + (size_t)s_qord[qi + 96] * MAXK + d1), _MM_HINT_T0);
        u32 id = s_qord[qi]; s_tmp[cntv[s_bd[(size_t)id * MAXK + d1] + 1]++] = id;
      }
      for (u32 qi = q0; qi < q1; qi++) s_qord[qi] = s_tmp[qi];
    }
#else
    const u32 d1 = 0, e1 = 0;
#endif
    if (g_lexsort) {
      u32 *cntv = s_cntv;
      for (int dd = k - 1; dd >= 0; dd--) {
        if (dd == ds) continue;
        for (u32 v = 0; v <= Q; v++) cntv[v] = 0;
        for (u32 qi = q0; qi < q1; qi++) cntv[s_bd[(size_t)s_qord[qi] * MAXK + dd] + 1]++;
        { u32 ac = q0; for (u32 v = 0; v <= Q; v++) { u32 c = cntv[v]; cntv[v] = ac; ac += c; } }
        for (u32 qi = q0; qi < q1; qi++) { u32 id = s_qord[qi]; s_tmp[cntv[s_bd[(size_t)id * MAXK + dd] + 1]++] = id; }
        for (u32 qi = q0; qi < q1; qi++) s_qord[qi] = s_tmp[qi];
      }
    }
#ifdef PF_DIST
    for (u32 qi = q0; qi < q0 + PF_DIST && qi + PF_DIST < q1; qi++) {
      u32 j = s_qord[qi + PF_DIST];
      const unsigned short *bdn = s_bd + (size_t)j * MAXK;
      for (int e = 0; e < K1; e++) {
        int d = (e < ds) ? e : e + 1;
        const char *pp = (const char *)(s_bs + ((size_t)e * (Q + 1) + bdn[d]) * W);
        _mm_prefetch(pp, _MM_HINT_T0);
        _mm_prefetch(pp + 64, _MM_HINT_T0);
        _mm_prefetch(pp + 128, _MM_HINT_T0);
      }
    }
#endif
#if MF_ASCR
    {
      u32 qi = q0;
      while (qi < q1) {
        u32 b1 = s_bd[(size_t)s_qord[qi] * MAXK + d1];
        u32 qe = qi + 1;
        while (qe < q1 && s_bd[(size_t)s_qord[qe] * MAXK + d1] == b1) qe++;
        const u64 *bp1 = g_plen_on ? (s_bs + s_pofs[(size_t)e1 * MAXQ + b1])
                                   : (s_bs + ((size_t)e1 * (Q + 1) + b1) * W);
        u32 mx = 1;
        for (u32 t = qi; t < qe; t++) { u32 rr = folded_rank(s_qord[t]); if (rr > mx) mx = rr; }
        u32 nwd = (mx >> 6) + 1;
        {   /* [k2t] bp1 pin enabled */
          const u64 *src = bp1;
          for (u32 w = 0; w < nwd; w++) s_ascr[w] = src[w];
          bp1 = s_ascr;
        }
        /* [a12z] PASS-A-PRIVATE lexicographic order.  #106189 (g_lexsort 0->1) applied this to
           the shared s_qord and lost net because pass B's dimension-d1 fringe locality needs the
           b1 grouping; pass A wants the opposite order (the four non-(ds,d1) blocks change with
           each query's own buckets, so four streams restart cold in the 47 MB plane pool).
           A second order private to pass A gives pass A the locality without touching pass B.
           Pure reordering: out[] is written per query index, so results are bit-identical. */
        {
          int sd[4], ns = 0;
          for (int e = 0; e < K1; e++) { if (e == (int)e1) continue; sd[ns++] = (e < ds) ? e : e + 1; }
          for (u32 z = qi; z < qe; z++) s_qa[z] = s_qord[z];
          for (int t = ns - 1; t >= 0; t--) {              /* stable LSD over the other dims */
            const int dd = sd[t];
            u32 *cntv = s_cntv;
            for (u32 v = 0; v <= Q; v++) cntv[v] = 0;
            for (u32 z = qi; z < qe; z++) cntv[s_bd[(size_t)s_qa[z] * MAXK + dd] + 1]++;
            { u32 ac = qi; for (u32 v = 0; v <= Q; v++) { u32 c = cntv[v]; cntv[v] = ac; ac += c; } }
            for (u32 z = qi; z < qe; z++) { u32 id = s_qa[z]; s_tmp[cntv[s_bd[(size_t)id * MAXK + dd] + 1]++] = id; }
            for (u32 z = qi; z < qe; z++) s_qa[z] = s_tmp[z];
          }
        }
        for (u32 qq = qi; qq < qe; qq++) {
          u32 i = s_qa[qq];
          const unsigned short *bd = s_bd + (size_t)i * MAXK;
#if MF_PFA > 0
          {
            u32 qj = qq + MF_PFA;
            if (qj < qe) {
              u32 j = s_qa[qj];
              _mm_prefetch((const char *)(s_bd + (size_t)j * MAXK), _MM_HINT_T0);
            }
          }
#endif
          if (g_plen_on && qq + 1 < qe) {
            const u32 jpf=s_qa[qq+1];
            const unsigned short *bdpf=s_bd+(size_t)jpf*MAXK;
            for(int epf=0;epf<K1;epf++) {
              if(epf==(int)e1) continue;
              const int dpf=(epf<ds)?epf:epf+1;
              const u64 *ppf=s_bs+s_pofs[(size_t)epf*MAXQ+bdpf[dpf]];
              __builtin_prefetch(ppf,0,3);
            }
          }
          const u32 R = folded_rank(i);
          u32 cnt = 0;
          if (R && !g_skip_and) {
            const u64 *bp[MAXK];
            for (int e = 0; e < K1; e++) {
              if (e == (int)e1) bp[e] = bp1;
              else { int d = (e < ds) ? e : e + 1;
                     bp[e] = g_plen_on ? (s_bs + s_pofs[(size_t)e * MAXQ + bd[d]])
                                       : (s_bs + ((size_t)e * (Q + 1) + bd[d]) * W); }
            }
            cnt = and_popcount_range<KK - 1>(bp, R >> 6, R & 63u);
          }
          out[i] = cnt;
        }
        qi = qe;
      }
    }
#else
    for (u32 qi = q0; qi < q1; qi++) {
      u32 i = s_qord[qi];
      const unsigned short *bd = s_bd + (size_t)i * MAXK;
#if MF_PFA > 0
      {
        u32 qj = qi + MF_PFA;
        if (qj < q1) {
          u32 j = s_qord[qj];
          _mm_prefetch((const char *)(s_bd + (size_t)j * MAXK), _MM_HINT_T0);
          _mm_prefetch((const char *)(s_gt[ds] + j), _MM_HINT_T0);
        }
      }
#endif
#ifdef PF_DIST
      if (qi + PF_DIST < q1) {
        u32 j = s_qord[qi + PF_DIST];
        const unsigned short *bdn = s_bd + (size_t)j * MAXK;
        for (int e = 0; e < K1; e++) {
          int d = (e < ds) ? e : e + 1;
          const char *pp = (const char *)(s_bs + ((size_t)e * (Q + 1) + bdn[d]) * W);
          _mm_prefetch(pp, _MM_HINT_T0);
          _mm_prefetch(pp + 64, _MM_HINT_T0);
          _mm_prefetch(pp + 128, _MM_HINT_T0);
        }
      }
#endif
      const u32 R = folded_rank(i);
      u32 cnt = 0;
      if (R && !g_skip_and) {
          const u64 *bp[MAXK];
        for (int e = 0; e < K1; e++) {
          int d = (e < ds) ? e : e + 1;
          bp[e] = g_plen_on ? (s_bs + s_pofs[(size_t)e * MAXQ + bd[d]])
                            : (s_bs + ((size_t)e * (Q + 1) + bd[d]) * W);
#ifdef DBG_PLEN
          if (g_plen_on) {
            u32 need = (R >> 6) + ((R & 63) ? 1 : 0);
            if (need > s_plen[(size_t)e * MAXQ + bd[d]])
              printf("DBG ds=%d e=%d d=%d b=%u R=%u need=%u len=%u\n", ds, e, d, bd[d], R, need, s_plen[(size_t)e * MAXQ + bd[d]]);
          }
#endif
        }
        cnt = and_popcount_range<KK - 1>(bp, R >> 6, R & 63u);
      }
      out[i] = cnt;
    }
#endif
    if (g_skip_fringe) return;
    for (int d = 0; d < k; d++) {
      if (d == ds) continue;
      int kk1 = 0; int emap[16]; const u8 *sgb2[16];
      for (int e = 0; e < k; e++) if (e != (int)d) emap[kk1++] = e;
      { const u8 *sbase = s_sig + (size_t)d * k * ((size_t)N + 64);
        const size_t spl = (size_t)N + 64;
        for (int e2 = 0; e2 < kk1; e2++) sgb2[e2] = sbase + (size_t)emap[e2] * spl; }
#if !MF_FR_NOSORT
#if MF_ASCR
      /* [NODUP] (BRIEF 2.18.934 / 2.18.938): the ASCR prefix above already ran a STABLE
         counting sort of s_qord[q0,q1) on the key s_bd[id*MAXK + d1], and d1 = (ds==0)?1:0
         is exactly the FIRST non-ds dimension this loop reaches.  Re-sorting by the same
         key over a (byte-)unchanged input reproduces that order exactly => BIT-IDENTICAL,
         so the whole block is skipped.
         -- Output audit required by 2.18.938 (the 1015 lesson: enumerate EVERY symbol the
            skipped pass writes, then find who else can write it correctly) --
         The skipped block writes exactly three symbols:
           s_qord : already correct -- written by the ASCR prefix (stable, same key) and by
                    NOTHING between that prefix and this loop.
           s_cntv : pure scratch -- re-zeroed at the top of every sort; final value unconsumed.
           s_tmp  : pure scratch -- written and immediately copied back out inside the same
                    block; final value unconsumed.
         This engine has NO s_bks / s_bkt bucket-number cache (grep = 0 hits), so there is no
         hidden second consumer of the skipped pass's work. */
      if ((u32)d != d1)
#endif
      {
        u32 *cntv = s_cntv;
        for (u32 v = 0; v <= Q; v++) cntv[v] = 0;
        for (u32 qi = q0; qi < q1; qi++) {
#if MF_PFB > 0
          if (qi + MF_PFB2 < q1) _mm_prefetch((const char *)(s_bd + (size_t)s_qord[qi + MF_PFB2] * MAXK + d), _MM_HINT_T0);
#endif
          cntv[s_bd[(size_t)s_qord[qi] * MAXK + d] + 1]++;
        }
        { u32 ac = q0; for (u32 v = 0; v <= Q; v++) { u32 c = cntv[v]; cntv[v] = ac; ac += c; } }
        for (u32 qi = q0; qi < q1; qi++) {
          u32 id = s_qord[qi];
#if MF_PFB > 0
          if (qi + MF_PFB2 < q1) _mm_prefetch((const char *)(s_bd + (size_t)s_qord[qi + MF_PFB2] * MAXK + d), _MM_HINT_T0);
#endif
          s_tmp[cntv[s_bd[(size_t)id * MAXK + d] + 1]++] = id;
        }
        for (u32 qi = q0; qi < q1; qi++) s_qord[qi] = s_tmp[qi];
      }
#endif
      u32 exmask = 0;
      for (int e = 0; e < d; e++) if (e != ds) exmask |= 1u << e;
      u32 hiA[8], hiAh[8];
      for (int e = 0; e < 8; e++) hiA[e] = ((exmask >> e) & 1u) ? 0u : 0x7FFFFFFFu;
      for (int e = 8; e < 16; e++) hiAh[e - 8] = ((exmask >> e) & 1u) ? 0u : 0x7FFFFFFFu;
      const __m256i notexlo = LDU256(hiA);
      const __m256i notexloh = LDU256(hiAh);
      const __m256i all8 = _mm256_set1_epi32(-1);
      const u32 *const odd = s_ord[d];
      for (u32 qi = q0; qi < q1; qi++) {
        u32 i = s_qord[qi];
#if MF_PFB3 > 0
        {
          u32 qj = qi + MF_PFB3;
          if (qj < q1) {
            u32 j = s_qord[qj];
            _mm_prefetch((const char *)(s_pm + (size_t)j * STRIDE), _MM_HINT_T0);
            _mm_prefetch((const char *)(s_gt[d] + j), _MM_HINT_T0);
            _mm_prefetch((const char *)(s_bd + (size_t)j * MAXK + d), _MM_HINT_T0);
            __asm__ __volatile__("prefetchw %0" :: "m"(*(char *)(out + j)));   /* [y12a_pfo] RMW target */
          }
        }
#endif
        const unsigned short *bd = s_bd + (size_t)i * MAXK;
        const u32 lo = FPOS(d, bd[d]);
        const u32 hi = s_gt[d][i];
        if (lo >= hi) continue;
        const u32 *rec = s_pm + (size_t)i * STRIDE;
        /* [AVREG] The threshold vector used to be assembled by storing 8 scalars into a stack
           array `Av[8]` and then reloading all 32 bytes with one vector load.  That load can NOT
           be store-forwarded (a 32-byte load is not contained in any single 4-byte store), so the
           consumer stalls until all 8 stores retire to L1 -- on the hottest per-query path in
           pass B (1.5e6 executions).  Build the lanes in registers instead (vpinsrd chain, no
           memory round trip).  Lanes >= k (and the fold lane ds) are forced to 0x7FFFFFFF, i.e.
           exactly what the old code stored. */
        __m256i qr = _mm256_or_si256(_mm256_load_si256((const __m256i *)rec), khi8v);
        __m256i Avm, qTh;
        if (k <= 8) {
          const u32 a0 = (0 != (int)ds) ? BVAL(0, bd[0]) : 0x7FFFFFFFu;
          const u32 a1 = (1 != (int)ds) ? BVAL(1, bd[1]) : 0x7FFFFFFFu;
          const u32 a2 = (2 != (int)ds) ? BVAL(2, bd[2]) : 0x7FFFFFFFu;
          const u32 a3 = (3 != (int)ds) ? BVAL(3, bd[3]) : 0x7FFFFFFFu;
          const u32 a4 = (k > 4 && 4 != (int)ds) ? BVAL(4, bd[4]) : 0x7FFFFFFFu;
          const u32 a5 = (k > 5 && 5 != (int)ds) ? BVAL(5, bd[5]) : 0x7FFFFFFFu;
          const u32 a6 = (k > 6 && 6 != (int)ds) ? BVAL(6, bd[6]) : 0x7FFFFFFFu;
          const u32 a7 = (k > 7 && 7 != (int)ds) ? BVAL(7, bd[7]) : 0x7FFFFFFFu;
          Avm = _mm256_or_si256(_mm256_setr_epi32((int)a0, (int)a1, (int)a2, (int)a3,
                                                  (int)a4, (int)a5, (int)a6, (int)a7), notexlo);
          qTh = all8;
        } else {
          u32 Av[STRIDE] __attribute__((aligned(32)));
          for (int e = 0; e < 8; e++) Av[e] = (e != (int)ds) ? BVAL(e, bd[e]) : 0x7FFFFFFFu;
          Avm = _mm256_or_si256(LDU256(Av), notexlo);
          __m256i qrh = _mm256_or_si256(LDU256((rec + 8)), khi8hv);
          __m256i Avmh = _mm256_or_si256(LDU256((Av + 8)), notexloh);
          qTh = _mm256_min_epi32(qrh, Avmh);
        }
        __m256i qT = _mm256_min_epi32(qr, Avm);
        u32 add = 0;
        const u32 *c0 = s_sdmp[d] ? (s_sdmp[d] + (size_t)lo * KS_C) : 0;
        if (g_use_filt) {
          const u32 w0 = lo >> 6;
          const u32 nw = ((hi - 1) >> 6) - w0 + 1;
          u64 *fb = s_fbuf;
          const u64 wcs = (u64)N / g_Qc + 1;
          const u32 FW = g_fbm_W;
          int first = 1;
#if MF_FR_NOREAD
          first = 0;
          for (u32 w = 0; w < nw; w++) fb[w] = 0;
#endif
          for (int e = 0; e < k; e++) {
            if (e == d) continue;
            u32 c = (u32)((u64)rec[e] / wcs) + 1;
            if (c > g_Qc) c = g_Qc;
            const u64 *row = s_fbm + ((size_t)(d * k + e) * (g_Qc + 1) + c) * FW + w0;
            if (first) { for (u32 w = 0; w < nw; w++) fb[w] = row[w]; first = 0; }
            else { for (u32 w = 0; w < nw; w++) fb[w] &= row[w]; }
          }
          fb[0] &= ~0ull << (lo & 63);
          u32 r2 = hi & 63u;
          if (r2) fb[nw - 1] &= (1ull << r2) - 1;
          for (u32 w = 0; w < nw; w++) {
            u64 vv = fb[w];
#if MF_FR_NOCAND
            vv = 0;
#endif
            while (vv) {
              int t = __builtin_ctzll(vv);
              vv &= vv - 1;
              u32 j = ((w0 + w) << 6) + (u32)t;
              const u32 *cp = c0 ? (c0 + (size_t)(j - lo) * KS_C) : (s_pm + (size_t)s_ord[d][j] * STRIDE);
              __m256i pv = LDU256(cp);
              u32 ok = (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, pv), all8);
              if (k > 8) {
                __m256i pvh = LDU256((cp + 8));
                ok &= (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, pvh), all8);
              }
              add += ok;
            }
          }
          out[i] += add;
          continue;
        }
        if (c0 && g_sig_on && (hi - lo) >= 32) {
          __m256i qsb[16];
          {
            const __m256i zero8 = _mm256_setzero_si256();
            const __m256i magv = _mm256_set1_epi32((int)g_sigmag);
            const __m256i loe = _mm256_mul_epu32(qT, magv);
            const __m256i loo = _mm256_mul_epu32(_mm256_srli_epi64(qT, 32), magv);
            const __m256i one8 = _mm256_set1_epi8(1);
            const __m256i svlo = _mm256_subs_epu8(_mm256_blend_epi32(_mm256_srli_epi64(loe, 32),
                            _mm256_slli_epi64(_mm256_srli_epi64(loo, 32), 32), 0xAA), one8);
            __m256i svhi = svlo;
            if (k > 8) {
              const __m256i hie = _mm256_mul_epu32(qTh, magv);
              const __m256i hio = _mm256_mul_epu32(_mm256_srli_epi64(qTh, 32), magv);
              svhi = _mm256_subs_epu8(_mm256_blend_epi32(_mm256_srli_epi64(hie, 32),
                            _mm256_slli_epi64(_mm256_srli_epi64(hio, 32), 32), 0xAA), one8);
            }
            for (int e2 = 0; e2 < kk1; e2++) {
              int e = emap[e2];
              __m256i sv = (e < 8) ? svlo : svhi;
              __m256i bc = _mm256_permutevar8x32_epi32(sv, _mm256_set1_epi32(e & 7));
              qsb[e2] = _mm256_shuffle_epi8(bc, zero8);
            }
          }
          u32 aj = lo, aacc = 0, aexact = 0;
          for (; aj + 32 <= hi; aj += 32) {
            /* [k2w_/HIFUSE] ONE accumulator.  Each lane's byte is 0 / 1 / >=2 for
               strictly-less / tie / strictly-greater, and an OR cannot make one of
               those look like another, so acc alone carries all three states:
                 acc & 0xFE == 0 <=> the old `ltm` (every lane <=)
                 acc == 1        <=> the old `amb` (tie -> exact row test)
               The tie mask is read out of acc itself, so no plane is re-loaded. */
            __m256i acc0 = _mm256_setzero_si256(), acc1 = _mm256_setzero_si256();
            for (int e2 = 0; e2 < kk1; e2++) {
              __m256i cv = LDU256((sgb2[e2] + aj));
              if (e2 & 1) acc1 = _mm256_or_si256(acc1, _mm256_subs_epu8(cv, qsb[e2]));
              else        acc0 = _mm256_or_si256(acc0, _mm256_subs_epu8(cv, qsb[e2]));
            }
            __m256i acc = _mm256_or_si256(acc0, acc1);
            u32 decm = (u32)_mm256_movemask_epi8(_mm256_cmpeq_epi8(acc, _mm256_setzero_si256()));
            u32 amb = (u32)_mm256_movemask_epi8(_mm256_cmpeq_epi8(acc, _mm256_set1_epi8(1)));
            aacc += (u32)__builtin_popcount(decm);
            while (amb) {
              int t = __builtin_ctz(amb); amb &= amb - 1;
              const u32 *cp = c0 + (size_t)(aj + (u32)t - lo) * KS_C;
              __m256i pv = LDU256(cp);
              u32 okl = (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, pv), all8);
              if (k > 8) {
                __m256i pvh = LDU256((cp + 8));
                okl &= (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, pvh), all8);
              }
              aacc += okl;
            }
          }
          {
            u32 r = hi - aj;
            if (r) {
              u32 base, lk;
              if (hi >= 32u) { base = hi - 32u; lk = 32u - r; }
              else           { base = 0u;      lk = lo; }        // hi < 32 => lo+hi<=32
              u32 kmask = ((r >= 32u) ? 0xFFFFFFFFu : ((1u << r) - 1u)) << lk;
              __m256i acc0 = _mm256_setzero_si256(), acc1 = _mm256_setzero_si256();
              for (int e2 = 0; e2 < kk1; e2++) {
                __m256i cv = LDU256((sgb2[e2] + base));
                if (e2 & 1) acc1 = _mm256_or_si256(acc1, _mm256_subs_epu8(cv, qsb[e2]));
                else        acc0 = _mm256_or_si256(acc0, _mm256_subs_epu8(cv, qsb[e2]));
              }
              __m256i acc = _mm256_or_si256(acc0, acc1);
              u32 decm = ((u32)_mm256_movemask_epi8(_mm256_cmpeq_epi8(acc, _mm256_setzero_si256()))) & kmask;
              u32 amb = ((u32)_mm256_movemask_epi8(_mm256_cmpeq_epi8(acc, _mm256_set1_epi8(1)))) & kmask;
              aacc += (u32)__builtin_popcount(decm);
              while (amb) {
                int t = __builtin_ctz(amb); amb &= amb - 1;
                const u32 *cp = c0 + (size_t)(base + (u32)t - lo) * KS_C;
                __m256i pv = LDU256(cp);
                u32 okl = (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, pv), all8);
                if (k > 8) {
                  __m256i pvh = LDU256((cp + 8));
                  okl &= (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, pvh), all8);
                }
                aacc += okl;
              }
            }
          }
          add = aacc;
        } else if (c0) {
          if (k <= 8) {
            const u32 *c = c0;
            u32 a0 = 0, a1 = 0, a2 = 0, a3 = 0;
            u32 j = lo;
            for (; j + 4 <= hi; j += 4) {
              __m256i p0 = LDU256((c));
              __m256i p1 = LDU256((c + KS_C));
              __m256i p2 = LDU256((c + 2 * KS_C));
              __m256i p3 = LDU256((c + 3 * KS_C));
              a0 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, p0), all8);
              a1 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, p1), all8);
              a2 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, p2), all8);
              a3 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, p3), all8);
              c += 4 * KS_C;
            }
            for (; j < hi; j++, c += KS_C) {
              __m256i pv = LDU256(c);
              a0 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, pv), all8);
            }
            add = a0 + a1 + a2 + a3;
          } else {
            const u32 *c = c0;
            u32 a0 = 0, a1 = 0, a2 = 0, a3 = 0;
            u32 j = lo;
            for (; j + 4 <= hi; j += 4) {
              __m256i p0 = LDU256((c));
              __m256i p1 = LDU256((c + KS_C));
              __m256i p2 = LDU256((c + 2 * KS_C));
              __m256i p3 = LDU256((c + 3 * KS_C));
              __m256i h0 = LDU256((c + 8));
              __m256i h1 = LDU256((c + KS_C + 8));
              __m256i h2 = LDU256((c + 2 * KS_C + 8));
              __m256i h3 = LDU256((c + 3 * KS_C + 8));
              a0 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, p0), all8) & (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, h0), all8);
              a1 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, p1), all8) & (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, h1), all8);
              a2 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, p2), all8) & (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, h2), all8);
              a3 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, p3), all8) & (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, h3), all8);
              c += 4 * KS_C;
            }
            for (; j < hi; j++, c += KS_C) {
              __m256i pv = LDU256(c);
              __m256i pvh = LDU256((c + 8));
              a0 += (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, pv), all8) &
                    (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, pvh), all8);
            }
            add = a0 + a1 + a2 + a3;
          }
        } else {
          for (u32 j = lo; j < hi; j++) {
            const u32 *c = s_pm + (size_t)odd[j] * STRIDE;
            __m256i pv = _mm256_load_si256((const __m256i *)c);
            u32 ok = (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qT, pv), all8);
            if (k > 8) {
              __m256i pvh = _mm256_load_si256((const __m256i *)(c + 8));
              ok &= (u32)_mm256_testc_si256(_mm256_cmpgt_epi32(qTh, pvh), all8);
            }
            add += ok;
          }
        }
        out[i] += add;
      }
    }
}

__attribute__((target("avx2")))
static void solve_mf(u32 N, const unsigned **x, u32 *out, int k) {
  const u32 W = ((N + 63) / 64 + 7u) & ~7u;
  g_W = W;
#ifdef MF_SKIP_AND
  g_skip_and = 1;
#endif
#ifdef MF_FILT
  g_use_filt = 1;
#endif
#ifdef MF_NOFILT
  g_use_filt = 0;
#endif
#ifdef MF_Q
  g_Q = MF_Q; g_B = (u32)((N + (MF_Q) - 1) / (MF_Q));
#endif
#ifdef MF_FILT
  g_use_filt = 1;
#endif
#ifdef MF_NOFILT
  g_use_filt = 0;
#endif
#ifdef MF_SKIP_FRINGE
  g_skip_fringe = 1;
#endif
  if (!g_Q) {
    u64 r = (u64)N, s2 = 0;
    while (s2 * s2 < r) s2++;                       // ceil(sqrt(n)) without libm
    u64 overhead = (u64)(5 * k + 21) * N * 4;
    overhead += (u64)k * k * 4 * N;
    overhead += (u64)k * k * ((u64)N + 64);
    overhead += (u64)N * ((k <= 8) ? 8u : (u32)k) * 4 * k;
    u64 budget = ((u64)MF_BUDGETMB << 20);
    if (budget > overhead + ((u64)64 << 20)) budget -= overhead; else budget = (u64)64 << 20;
#if MF_PLEN
    static const u32 kfill[7] = {72, 67, 62, 58, 54, 50, 46};   // per-array fill, k=4..10
    u64 perfill = ((u64)(k - 1) * W * 8) * kfill[k - 4] / 100;
#else
    u64 perfill = (u64)(k - 1) * W * 8;
#endif
    u64 Qmem = budget / (perfill ? perfill : 1);
    if (Qmem < 8) Qmem = 8;
    static const u32 kscale[7] = {82, 91, 100, 108, 115, 122, 129};  // sqrt(k/6) in percent, k=4..10
    u32 q = (u32)((s2 * MF_QCOEF + 99) / 100);
    q = (u32)(((u64)q * kscale[k - 4] + 99) / 100);
    if ((u64)q > Qmem) q = (u32)Qmem;
    if (q > N) q = N;
    g_Q = q;
    g_B = (N + q - 1) / q;
  }
  const u32 Q = g_Q, B = g_B;
#if MF_PLEN
  g_plen_on = 1;   // independent of MF_WTRIM: lengths only, stride stays W
#endif
#if MF_WTRIM
  u32 Wpool = W;   // MF_WTRIM is KNOWN-BROKEN, see the warning above
#else
  const u32 Wpool = W;
#endif
#if MF_FILTAUTO
  if (!g_use_filt && B >= 400) g_use_filt = 1;   // coarse grid: the filter beats the scan
#endif
  if (g_use_filt && (u64)k * k * (g_Qc + 1) * W * 8 > ((u64)700 << 20)) g_use_filt = 0;
#if !MF_FILTAUTO
  g_use_filt = 0;
#endif
#if MF_NOFILTB
  g_use_filt = 0;
#endif
  {
    int lo8[8], hi8[8];
    for (int e = 0; e < 8; e++) lo8[e] = (e < k) ? 0 : 0x7FFFFFFF;
    for (int e = 0; e < 8; e++) hi8[e] = (8 + e < k) ? 0 : 0x7FFFFFFF;
    khi8v = LDU256(lo8);
    khi8hv = LDU256(hi8);
  }
  const int K1 = k - 1;
  for (int d = 0; d < k; d++) {
    const unsigned *xd = x[d];
    u32 *od = s_ord[d];
    for (u32 i = 0; i < N; i++) s_cntv[i] = 0;
    for (u32 i = 0; i < N; i++) { u32 v = xd[i]; s_cntv[v < N ? v : 0]++; }
    { u32 s = 0; for (u32 i = 0; i < N; i++) { u32 c = s_cntv[i]; s_cntv[i] = s; s_tst[i] = s; s += c; } s_tst[N] = s; }
    u32 *gt = s_gt[d];
    for (u32 i = 0; i < N; i++) {
      u32 v = xd[i]; if (v >= N) v = 0;
      u32 pos = s_cntv[v]++;
      od[pos] = i;
      gt[i] = s_tst[v];
      u32 bb = (s_tst[v + 1] - 1u) / B;
      s_bpos[(size_t)d * ((size_t)N + 64) + i] = (u8)(bb > Q - 1 ? Q - 1 : bb);
    }
#if MF_FB2
    { for (u32 j = 0; j < N; j++) { u32 p = od[j]; s_posp[(size_t)p * MAXK + d] = j; } }
#else
    if (g_use_filt) { u32 *pp = s_pos[d]; for (u32 j = 0; j < N; j++) pp[od[j]] = j; }
#endif
    BVAL(d, 0) = 0; FPOS(d, 0) = 0;
    for (u32 b = 1; b < Q; b++) {
      u32 pos = b * B < N ? b * B : N - 1;
      u32 v = xd[od[pos]];
      BVAL(d, b) = v;
      u32 gs = pos;
      while (gs > 0 && xd[od[gs - 1]] == v) gs--;
      FPOS(d, b) = gs;
    }
    BVAL(d, Q) = 0xFFFFFFFFu; FPOS(d, Q) = 0;
  }
  for (u32 i = 0; i < N; i++) {
    unsigned short *row = s_bd + (size_t)i * MAXK;
    for (int d = 0; d < k; d++)
      row[d] = s_bpos[(size_t)d * ((size_t)N + 64) + i];
  }
  for (u32 i = 0; i < N; i++) {
    u32 *p = s_pm + (size_t)i * STRIDE;
    for (int d = 0; d < k; d++) p[d] = x[d][i];
    for (int d = k; d < STRIDE; d++) p[d] = 0;
  }
  {
    u32 nn = N - 1; u32 sh = 0;
    while (nn > 255u) { nn >>= 1; sh++; }        // smallest sh with (N-1)>>sh <= 255
    g_sigsh = sh;
    { u32 dn = (N > 1) ? (N - 1) : 1u;
      g_sigmag = (u32)((((u64)255 << 32) / (u64)dn) + 1u); }
    size_t need = (size_t)k * k * ((size_t)N + 64);
    static u8 *sigpool = 0; static size_t sigcap = 0;
    if (need > ((size_t)220 << 20)) { sigpool = 0; sigcap = 0; }
    else if (need > sigcap) { sigpool = (u8 *)pool_alloc(need); sigcap = sigpool ? need : 0; }
    if (sigpool) {
      s_sig = sigpool;
      g_sig_on = 1;
      g_sig_merged = 0;
    }
  }
#if MF_NOFILTB
  g_use_filt = 0;
#endif
#if MF_FB3
  if (g_use_filt) {
    u32 Qc = g_Qc;
    u64 wc = (u64)N / Qc + 1;
    for (int e = 0; e < k; e++) {
      const unsigned *xe = x[e];
      const u32 *pe = s_ord[e];
      u32 ptr = 0;
      u32 *bn = s_bnde + (size_t)e * (MAXQ + 2);
      for (u32 c = 0; c <= Qc; c++) {
        u64 v = (u64)c * wc;
        if (v > 0xFFFFFFFFull) v = 0xFFFFFFFFull;
        while (v && ptr < N && (u64)xe[pe[ptr]] < v) ptr++;
        bn[c] = ptr;
      }
    }
  }
#endif
  if (g_use_filt) {
    u32 Qc = g_Qc;
    u64 wc = (u64)N / Qc + 1;
    size_t need2 = (size_t)k * k * (Qc + 1) * W * sizeof(u64);
    static u64 *fpool = 0; static size_t fcap = 0;
    if (need2 > fcap) { fpool = (u64 *)pool_alloc(need2 + 4096); fcap = need2; }
    if (fpool) {
      s_fbm = fpool; g_fbm_W = W;
#if MF_FB2
      for (int d = 0; d < k; d++)
        for (int e = 0; e < k; e++) {
          if (e == d) continue;
          u64 *b0 = s_fbm + (size_t)(d * k + e) * (Qc + 1) * W;
          for (u32 w = 0; w < W; w++) b0[w] = 0;
        }
      for (int e = 0; e < k; e++) {
        const unsigned *xe = x[e];
        const u32 *pe = s_ord[e];
        int dmap[MAXK], km1 = 0;
        for (int d = 0; d < k; d++) if (d != e) dmap[km1++] = d;
        for (int i = 0; i < km1; i++) { u64 *a = s_facc + (size_t)i * W; for (u32 w = 0; w < W; w++) a[w] = 0; }
        u32 ptr = 0;
        for (u32 c = 1; c <= Qc; c++) {
          u64 v = (u64)c * wc;
          if (v > 0xFFFFFFFFull) v = 0xFFFFFFFFull;
          while (ptr < N && (u64)xe[pe[ptr]] < v) {
            const u32 *pv = s_posp + (size_t)pe[ptr] * MAXK;
            for (int i = 0; i < km1; i++) {
              u32 q = pv[dmap[i]];
              s_facc[(size_t)i * W + (q >> 6)] |= 1ull << (q & 63);
            }
            ptr++;
          }
          for (int i = 0; i < km1; i++) {
            int d = dmap[i];
            u64 *dst = s_fbm + ((size_t)(d * k + e) * (Qc + 1) + c) * W;
            const u64 *src = s_facc + (size_t)i * W;
#if MF_NT
            { u32 w = 0;
              for (; w + 4 <= W; w += 4) {
                __asm__ volatile("nop\n\tnop\n\tnop\n\tnop\n\tnop\n\tnop\n\tnop\n\tnop\n\t");
                _mm256_stream_si256((__m256i *)(dst + w), _mm256_load_si256((const __m256i *)(src + w))); }
              for (; w < W; w++) dst[w] = src[w]; }
#else
            for (u32 w = 0; w < W; w++) dst[w] = src[w];
#endif
          }
        }
      }
#else
      for (int d = 0; d < k; d++) {
        for (int e = 0; e < k; e++) {
          if (e == d) continue;
          const unsigned *xe = x[e];
          const u32 *pe = s_ord[e];
          const u32 *pd = s_pos[d];
          u64 *base = s_fbm + (size_t)(d * k + e) * (Qc + 1) * W;
          for (u32 w = 0; w < W; w++) base[w] = 0;
          u64 *cur = s_acc;
          for (u32 w = 0; w < W; w++) cur[w] = 0;
          u32 ptr = 0;
          for (u32 c = 1; c <= Qc; c++) {
#if MF_FB3
            u32 pend = s_bnde[(size_t)e * (MAXQ + 2) + c];
#else
            u64 v = (u64)c * wc;
            if (v > 0xFFFFFFFFull) v = 0xFFFFFFFFull;
            u32 pend = ptr;
            { const unsigned *xe_ = xe; const u32 *pe_ = pe;
              while (pend < N && (u64)xe_[pe_[pend]] < v) pend++; }
#endif
            while (ptr < pend) { u32 q = pd[pe[ptr]]; cur[q >> 6] |= 1ull << (q & 63); ptr++; }
            u64 *dst = base + (size_t)c * W;
#if MF_NT
            { u32 w = 0;
              for (; w + 4 <= W; w += 4) _mm256_stream_si256((__m256i *)(dst + w), _mm256_load_si256((const __m256i *)(cur + w)));
              for (; w < W; w++) dst[w] = cur[w]; }
#else
            for (u32 w = 0; w < W; w++) dst[w] = cur[w];
#endif
          }
        }
      }
#endif
    } else { g_use_filt = 0; }
    _mm_sfence();
  }

  {
    size_t mrn = (size_t)MAXK * MAXK * MAXQ;
    for (size_t z = 0; z < mrn; z++) s_maxr[z] = 0;
  }
  for (u32 i = 0; i < N; i++) {
    u32 best = 0xFFFFFFFFu; int ds = 0;
    for (int d = 0; d < k; d++) {
      u32 g = s_gt[d][i];
      if (g < best) { best = g; ds = d; }
    }
    s_g[i] = (u32)ds;
    __builtin_memcpy(s_bd + (size_t)i * MAXK + 6, &best, sizeof(best));
    if (g_plen_on) {
      const unsigned short *bdv = s_bd + (size_t)i * MAXK;
      u32 *mr = s_maxr + ((size_t)ds * MAXK) * MAXQ;
      u32 bb = best;
      for (int d = 0; d < k; d++) {
        if (d == ds) continue;
        u32 b = bdv[d];
        if (bb > mr[(size_t)d * MAXQ + b]) mr[(size_t)d * MAXQ + b] = bb;
      }
    }
  }
  for (u32 i = 0; i < N; i++) s_qord[i] = i;
  {
    for (u32 v = 0; v <= (u32)k; v++) s_cntv[v] = 0;
    for (u32 i = 0; i < N; i++) s_cntv[s_g[i] + 1]++;
    { u32 ac = 0; for (u32 v = 0; v <= (u32)k; v++) { u32 c = s_cntv[v]; s_cntv[v] = ac; ac += c; } }
    for (u32 i = 0; i < N; i++) { u32 id = s_qord[i]; s_tmp[s_cntv[s_g[id] + 1]++] = id; }
    for (u32 i = 0; i < N; i++) s_qord[i] = s_tmp[i];
  }
  u32 gstart[MAXK + 2];
  { u32 c = 0; for (int d = 0; d <= k; d++) { gstart[d] = c; while (c < N && (int)s_g[s_qord[c]] == d) c++; } gstart[k + 1] = c; }
#if MF_NOSDMP
  g_nosdmp = 1;
#endif
  if (!g_nosdmp) {
    u32 KS = k;
#if MF_KSPAD
    if (k <= 8) KS = 8;          // 32-byte aligned candidate rows for k<=8
#endif
    size_t per = (size_t)N * KS * 4;
    size_t lim = (size_t)150 << 20;
    if (k >= 9) lim = (size_t)470 << 20;   // k=9/10 need the rows: the random s_pm fallback is fatal
    if (per * k <= lim) {
      static u32 *pool = 0; static size_t cap = 0;
      if (per * k > cap) { pool = (u32 *)pool_alloc(per * k + 256); cap = per * k; }
      if (pool) {
        g_KS = KS;
        for (int d = 0; d < k; d++) {
          s_sdmp[d] = pool + (size_t)d * N * g_KS;
          const u32 *od = s_ord[d];
          u32 *dst = s_sdmp[d];
          const u32 KSx = g_KS;
          for (u32 j = 0; j < N; j++) {
#if MF_PFB > 0
            if (j + MF_PFB < N) _mm_prefetch((const char *)(s_pm + (size_t)od[j + MF_PFB] * STRIDE), _MM_HINT_T0);
#endif
            const u32 *row = s_pm + (size_t)od[j] * STRIDE;
            u32 *dp = dst + (size_t)j * KSx;
            for (u32 e = 0; e < KSx; e++) dp[e] = (e < (u32)k) ? row[e] : 0u;
            if (s_sig) {
              u8 *sb = s_sig + (size_t)d * k * ((size_t)N + 64);
              for (int e = 0; e < k; e++) { u32 z_ = (u32)(((u64)row[e] * g_sigmag) >> 32); sb[(size_t)e * ((size_t)N + 64) + j] = (u8)(z_ ? z_ : 1u); }
            }
          }
          if (s_sig) g_sig_merged = 1;
        }
      }
    }
  }
  if (s_sig && !g_sig_merged) {
    for (int d = 0; d < k; d++) {
      const u32 *od = s_ord[d];
      u8 *base = s_sig + (size_t)d * k * ((size_t)N + 64);
      for (u32 j = 0; j < N; j++) {
#if MF_PFB > 0
        if (j + MF_PFB < N) _mm_prefetch((const char *)(s_pm + (size_t)od[j + MF_PFB] * STRIDE), _MM_HINT_T0);
#endif
        const u32 *row = s_pm + (size_t)od[j] * STRIDE;
        for (int e = 0; e < k; e++) { u32 z_ = (u32)(((u64)row[e] * g_sigmag) >> 32); base[(size_t)e * ((size_t)N + 64) + j] = (u8)(z_ ? z_ : 1u); }
      }
    }
  }
  u64 poolwords = (u64)K1 * (Q + 1) * W;
#if MF_PLEN
  if (g_plen_on) {
    u64 best = 0;
    for (int dsx = 0; dsx < k; dsx++) {
      u64 tot = 0;
      for (int e = 0; e < K1; e++) {
        int d = (e < dsx) ? e : e + 1;
        const u32 *mr = s_maxr + ((size_t)dsx * MAXK + d) * MAXQ;
        for (u32 b = 0; b <= Q; b++) {
          u32 RR = mr[b];
          u32 len = ((RR >> 6) + 8u) & ~7u;
          if (len > W) len = W;
          tot += len;
        }
      }
      if (tot > best) best = tot;
    }
    if (best && best < poolwords) poolwords = best;
  }
#endif
  size_t need = (size_t)poolwords * sizeof(u64);
  static u64 *pool = 0; static size_t cap2 = 0;
  if (need > cap2) { pool = (u64 *)pool_alloc(need + 4096); cap2 = need; }
  s_bs = pool;
  for (int ds = 0; ds < k; ds++) {
    u32 q0 = gstart[ds], q1 = gstart[ds + 1];
    if (q0 >= q1) continue;
#if MF_WTRIM
    {
      u32 mx = 1;
      for (u32 qi = q0; qi < q1; qi++) { u32 rr = folded_rank(s_qord[qi]); if (rr > mx) mx = rr; }
      u32 wp = ((mx >> 6) + 8u) & ~7u;
      Wpool = (wp < W) ? wp : W;
    }
#endif
#if MF_PLEN
    if (g_plen_on) {
      u64 tot = 0;
      for (int e = 0; e < K1; e++) {
        int d = (e < ds) ? e : e + 1;
        const u32 *mr = s_maxr + ((size_t)ds * MAXK + d) * MAXQ;
        u32 *po = s_pofs + (size_t)e * MAXQ;
        u32 *pl = s_plen + (size_t)e * MAXQ;
        for (u32 b = 0; b <= Q; b++) {
          u32 RR = mr[b];
          u32 len = ((RR >> 6) + 8u) & ~7u;
          if (len > Wpool) len = Wpool;
          po[b] = (u32)tot; pl[b] = len; tot += len;
        }
      }
      if (tot > (u64)K1 * (Q + 1) * W) { g_plen_on = 0; }   // never; safety
    }
#endif
    {
      const u32 *od = s_ord[ds];
      for (u32 j = 0; j < N; j++) s_nid[od[j]] = j;
    }
    for (int e = 0; e < K1; e++) {
      int d = (e < ds) ? e : e + 1;
      const unsigned *xd = x[d];
      const u32 *od = s_ord[d];
      u64 *base = g_plen_on ? s_bs : (s_bs + (size_t)e * (Q + 1) * Wpool);
      u64 *cur = s_acc;
      for (u32 w = 0; w < Wpool; w++) cur[w] = 0;
      if (g_plen_on) {
        u64 *d0 = s_bs + s_pofs[(size_t)e * MAXQ];
        u32 l0 = s_plen[(size_t)e * MAXQ];
        for (u32 w = 0; w < l0; w++) d0[w] = 0;
      }
      u32 ptr = 0;
#if MF_BUILD_NOPOOL
      while (ptr < N) ptr++;
#else
      for (u32 b = 1; b <= Q; b++) {
        u32 pend = (b < Q) ? FPOS(d, b) : (u32)N;
        while (ptr < pend) {
          if (ptr + 64 < MAXN) __builtin_prefetch(s_nid + od[ptr + 64], 0, 3);   // [PF-NID]
          u32 q = s_nid[od[ptr]]; cur[q >> 6] |= 1ull << (q & 63); ptr++;
        }
        u64 *dst = g_plen_on ? (base + s_pofs[(size_t)e * MAXQ + b])
                              : (base + (size_t)b * Wpool);
        u32 wlen = g_plen_on ? s_plen[(size_t)e * MAXQ + b] : Wpool;
#if MF_NT
        {
          u32 w = 0;
          for (; w + 4 <= wlen; w += 4)
            _mm256_stream_si256((__m256i *)(dst + w), _mm256_load_si256((const __m256i *)(cur + w)));
          for (; w < wlen; w++) dst[w] = cur[w];
        }
#else
        for (u32 w = 0; w < wlen; w++) dst[w] = cur[w];
#endif
      }
      _mm_sfence();
#endif
    }
    switch (k) {
      case 4: query_group<4>(N, out, ds, q0, q1, Q, Wpool); break;
      case 5: query_group<5>(N, out, ds, q0, q1, Q, Wpool); break;
      case 6: query_group<6>(N, out, ds, q0, q1, Q, Wpool); break;
      case 7: query_group<7>(N, out, ds, q0, q1, Q, Wpool); break;
      case 8: query_group<8>(N, out, ds, q0, q1, Q, Wpool); break;
      case 9: query_group<9>(N, out, ds, q0, q1, Q, Wpool); break;
      default: query_group<10>(N, out, ds, q0, q1, Q, Wpool); break;
    }
  }
}
template<int K> static void solve_mf_sp(u32 N, const unsigned **x, u32 *out) {
  const int k = K;
  const u32 W = ((N + 63) / 64 + 7u) & ~7u;
  g_W = W;
#ifdef MF_SKIP_AND
  g_skip_and = 1;
#endif
#ifdef MF_FILT
  g_use_filt = 1;
#endif
#ifdef MF_NOFILT
  g_use_filt = 0;
#endif
#ifdef MF_Q
  g_Q = MF_Q; g_B = (u32)((N + (MF_Q) - 1) / (MF_Q));
#endif
#ifdef MF_FILT
  g_use_filt = 1;
#endif
#ifdef MF_NOFILT
  g_use_filt = 0;
#endif
#ifdef MF_SKIP_FRINGE
  g_skip_fringe = 1;
#endif
  if (!g_Q) {
    u64 r = (u64)N, s2 = 0;
    while (s2 * s2 < r) s2++;                       // ceil(sqrt(n)) without libm
    u64 overhead = (u64)(5 * k + 21) * N * 4;
    overhead += (u64)k * k * 4 * N;
    overhead += (u64)k * k * ((u64)N + 64);
    overhead += (u64)N * ((k <= 8) ? 8u : (u32)k) * 4 * k;
    u64 budget = ((u64)MF_BUDGETMB << 20);
    if (budget > overhead + ((u64)64 << 20)) budget -= overhead; else budget = (u64)64 << 20;
#if MF_PLEN
    static const u32 kfill[7] = {72, 67, 62, 58, 54, 50, 46};   // per-array fill, k=4..10
    u64 perfill = ((u64)(k - 1) * W * 8) * kfill[k - 4] / 100;
#else
    u64 perfill = (u64)(k - 1) * W * 8;
#endif
    u64 Qmem = budget / (perfill ? perfill : 1);
    if (Qmem < 8) Qmem = 8;
    static const u32 kscale[7] = {82, 91, 100, 108, 115, 122, 129};  // sqrt(k/6) in percent, k=4..10
    u32 q = (u32)((s2 * MF_QCOEF + 99) / 100);
    q = (u32)(((u64)q * kscale[k - 4] + 99) / 100);
    if ((u64)q > Qmem) q = (u32)Qmem;
    if (q > N) q = N;
    g_Q = q;
    g_B = (N + q - 1) / q;
  }
  const u32 Q = g_Q, B = g_B;
#if MF_PLEN
  g_plen_on = 1;   // independent of MF_WTRIM: lengths only, stride stays W
#endif
#if MF_WTRIM
  u32 Wpool = W;   // MF_WTRIM is KNOWN-BROKEN, see the warning above
#else
  const u32 Wpool = W;
#endif
#if MF_FILTAUTO
  if (!g_use_filt && B >= 400) g_use_filt = 1;   // coarse grid: the filter beats the scan
#endif
  if (g_use_filt && (u64)k * k * (g_Qc + 1) * W * 8 > ((u64)700 << 20)) g_use_filt = 0;
#if !MF_FILTAUTO
  g_use_filt = 0;
#endif
#if MF_NOFILTB
  g_use_filt = 0;
#endif
  {
    int lo8[8], hi8[8];
    for (int e = 0; e < 8; e++) lo8[e] = (e < k) ? 0 : 0x7FFFFFFF;
    for (int e = 0; e < 8; e++) hi8[e] = (8 + e < k) ? 0 : 0x7FFFFFFF;
    khi8v = LDU256(lo8);
    khi8hv = LDU256(hi8);
  }
  const int K1 = k - 1;
  for (int d = 0; d < k; d++) {
    const unsigned *xd = x[d];
    u32 *od = s_ord[d];
    for (u32 i = 0; i < N; i++) s_cntv[i] = 0;
    for (u32 i = 0; i < N; i++) { u32 v = xd[i]; s_cntv[v < N ? v : 0]++; }
    { u32 s = 0; for (u32 i = 0; i < N; i++) { u32 c = s_cntv[i]; s_cntv[i] = s; s_tst[i] = s; s += c; } s_tst[N] = s; }
    u32 *gt = s_gt[d];
    for (u32 i = 0; i < N; i++) {
      u32 v = xd[i]; if (v >= N) v = 0;
      u32 pos = s_cntv[v]++;
      od[pos] = i;
      gt[i] = s_tst[v];
      u32 bb = (s_tst[v + 1] - 1u) / B;
      s_bpos[(size_t)d * ((size_t)N + 64) + i] = (u8)(bb > Q - 1 ? Q - 1 : bb);
    }
#if MF_FB2
    { for (u32 j = 0; j < N; j++) { u32 p = od[j]; s_posp[(size_t)p * MAXK + d] = j; } }
#else
    if (g_use_filt) { u32 *pp = s_pos[d]; for (u32 j = 0; j < N; j++) pp[od[j]] = j; }
#endif
    BVAL(d, 0) = 0; FPOS(d, 0) = 0;
    for (u32 b = 1; b < Q; b++) {
      u32 pos = b * B < N ? b * B : N - 1;
      u32 v = xd[od[pos]];
      BVAL(d, b) = v;
      u32 gs = pos;
      while (gs > 0 && xd[od[gs - 1]] == v) gs--;
      FPOS(d, b) = gs;
    }
    BVAL(d, Q) = 0xFFFFFFFFu; FPOS(d, Q) = 0;
  }
  for (u32 i = 0; i < N; i++) {
    unsigned short *row = s_bd + (size_t)i * MAXK;
    for (int d = 0; d < k; d++)
      row[d] = s_bpos[(size_t)d * ((size_t)N + 64) + i];
  }
  for (u32 i = 0; i < N; i++) {
    u32 *p = s_pm + (size_t)i * STRIDE;
    for (int d = 0; d < k; d++) p[d] = x[d][i];
    for (int d = k; d < STRIDE; d++) p[d] = 0;
  }
  {
    u32 nn = N - 1; u32 sh = 0;
    while (nn > 255u) { nn >>= 1; sh++; }        // smallest sh with (N-1)>>sh <= 255
    g_sigsh = sh;
    { u32 dn = (N > 1) ? (N - 1) : 1u;
      g_sigmag = (u32)((((u64)255 << 32) / (u64)dn) + 1u); }
    size_t need = (size_t)k * k * ((size_t)N + 64);
    static u8 *sigpool = 0; static size_t sigcap = 0;
    if (need > ((size_t)220 << 20)) { sigpool = 0; sigcap = 0; }
    else if (need > sigcap) { sigpool = (u8 *)pool_alloc(need); sigcap = sigpool ? need : 0; }
    if (sigpool) {
      s_sig = sigpool;
      g_sig_on = 1;
      g_sig_merged = 0;
    }
  }
#if MF_NOFILTB
  g_use_filt = 0;
#endif
#if MF_FB3
  if (g_use_filt) {
    u32 Qc = g_Qc;
    u64 wc = (u64)N / Qc + 1;
    for (int e = 0; e < k; e++) {
      const unsigned *xe = x[e];
      const u32 *pe = s_ord[e];
      u32 ptr = 0;
      u32 *bn = s_bnde + (size_t)e * (MAXQ + 2);
      for (u32 c = 0; c <= Qc; c++) {
        u64 v = (u64)c * wc;
        if (v > 0xFFFFFFFFull) v = 0xFFFFFFFFull;
        while (v && ptr < N && (u64)xe[pe[ptr]] < v) ptr++;
        bn[c] = ptr;
      }
    }
  }
#endif
  if (g_use_filt) {
    u32 Qc = g_Qc;
    u64 wc = (u64)N / Qc + 1;
    size_t need2 = (size_t)k * k * (Qc + 1) * W * sizeof(u64);
    static u64 *fpool = 0; static size_t fcap = 0;
    if (need2 > fcap) { fpool = (u64 *)pool_alloc(need2 + 4096); fcap = need2; }
    if (fpool) {
      s_fbm = fpool; g_fbm_W = W;
#if MF_FB2
      for (int d = 0; d < k; d++)
        for (int e = 0; e < k; e++) {
          if (e == d) continue;
          u64 *b0 = s_fbm + (size_t)(d * k + e) * (Qc + 1) * W;
          for (u32 w = 0; w < W; w++) b0[w] = 0;
        }
      for (int e = 0; e < k; e++) {
        const unsigned *xe = x[e];
        const u32 *pe = s_ord[e];
        int dmap[MAXK], km1 = 0;
        for (int d = 0; d < k; d++) if (d != e) dmap[km1++] = d;
        for (int i = 0; i < km1; i++) { u64 *a = s_facc + (size_t)i * W; for (u32 w = 0; w < W; w++) a[w] = 0; }
        u32 ptr = 0;
        for (u32 c = 1; c <= Qc; c++) {
          u64 v = (u64)c * wc;
          if (v > 0xFFFFFFFFull) v = 0xFFFFFFFFull;
          while (ptr < N && (u64)xe[pe[ptr]] < v) {
            const u32 *pv = s_posp + (size_t)pe[ptr] * MAXK;
            for (int i = 0; i < km1; i++) {
              u32 q = pv[dmap[i]];
              s_facc[(size_t)i * W + (q >> 6)] |= 1ull << (q & 63);
            }
            ptr++;
          }
          for (int i = 0; i < km1; i++) {
            int d = dmap[i];
            u64 *dst = s_fbm + ((size_t)(d * k + e) * (Qc + 1) + c) * W;
            const u64 *src = s_facc + (size_t)i * W;
#if MF_NT
            { u32 w = 0;
              for (; w + 4 <= W; w += 4) {
                __asm__ volatile("nop\n\tnop\n\tnop\n\tnop\n\tnop\n\tnop\n\tnop\n\tnop\n\t");
                _mm256_stream_si256((__m256i *)(dst + w), _mm256_load_si256((const __m256i *)(src + w))); }
              for (; w < W; w++) dst[w] = src[w]; }
#else
            for (u32 w = 0; w < W; w++) dst[w] = src[w];
#endif
          }
        }
      }
#else
      for (int d = 0; d < k; d++) {
        for (int e = 0; e < k; e++) {
          if (e == d) continue;
          const unsigned *xe = x[e];
          const u32 *pe = s_ord[e];
          const u32 *pd = s_pos[d];
          u64 *base = s_fbm + (size_t)(d * k + e) * (Qc + 1) * W;
          for (u32 w = 0; w < W; w++) base[w] = 0;
          u64 *cur = s_acc;
          for (u32 w = 0; w < W; w++) cur[w] = 0;
          u32 ptr = 0;
          for (u32 c = 1; c <= Qc; c++) {
#if MF_FB3
            u32 pend = s_bnde[(size_t)e * (MAXQ + 2) + c];
#else
            u64 v = (u64)c * wc;
            if (v > 0xFFFFFFFFull) v = 0xFFFFFFFFull;
            u32 pend = ptr;
            { const unsigned *xe_ = xe; const u32 *pe_ = pe;
              while (pend < N && (u64)xe_[pe_[pend]] < v) pend++; }
#endif
            while (ptr < pend) { u32 q = pd[pe[ptr]]; cur[q >> 6] |= 1ull << (q & 63); ptr++; }
            u64 *dst = base + (size_t)c * W;
#if MF_NT
            { u32 w = 0;
              for (; w + 4 <= W; w += 4) _mm256_stream_si256((__m256i *)(dst + w), _mm256_load_si256((const __m256i *)(cur + w)));
              for (; w < W; w++) dst[w] = cur[w]; }
#else
            for (u32 w = 0; w < W; w++) dst[w] = cur[w];
#endif
          }
        }
      }
#endif
    } else { g_use_filt = 0; }
    _mm_sfence();
  }

  {
    size_t mrn = (size_t)MAXK * MAXK * MAXQ;
    for (size_t z = 0; z < mrn; z++) s_maxr[z] = 0;
  }
  for (u32 i = 0; i < N; i++) {
    u32 best = 0xFFFFFFFFu; int ds = 0;
    for (int d = 0; d < k; d++) {
      u32 g = s_gt[d][i];
      if (g < best) { best = g; ds = d; }
    }
    s_g[i] = (u32)ds;
    __builtin_memcpy(s_bd + (size_t)i * MAXK + 6, &best, sizeof(best));
    if (g_plen_on) {
      const unsigned short *bdv = s_bd + (size_t)i * MAXK;
      u32 *mr = s_maxr + ((size_t)ds * MAXK) * MAXQ;
      u32 bb = best;
      for (int d = 0; d < k; d++) {
        if (d == ds) continue;
        u32 b = bdv[d];
        if (bb > mr[(size_t)d * MAXQ + b]) mr[(size_t)d * MAXQ + b] = bb;
      }
    }
  }
  for (u32 i = 0; i < N; i++) s_qord[i] = i;
  {
    for (u32 v = 0; v <= (u32)k; v++) s_cntv[v] = 0;
    for (u32 i = 0; i < N; i++) s_cntv[s_g[i] + 1]++;
    { u32 ac = 0; for (u32 v = 0; v <= (u32)k; v++) { u32 c = s_cntv[v]; s_cntv[v] = ac; ac += c; } }
    for (u32 i = 0; i < N; i++) { u32 id = s_qord[i]; s_tmp[s_cntv[s_g[id] + 1]++] = id; }
    for (u32 i = 0; i < N; i++) s_qord[i] = s_tmp[i];
  }
  u32 gstart[MAXK + 2];
  { u32 c = 0; for (int d = 0; d <= k; d++) { gstart[d] = c; while (c < N && (int)s_g[s_qord[c]] == d) c++; } gstart[k + 1] = c; }
#if MF_NOSDMP
  g_nosdmp = 1;
#endif
  if (!g_nosdmp) {
    u32 KS = k;
#if MF_KSPAD
    if (k <= 8) KS = 8;          // 32-byte aligned candidate rows for k<=8
#endif
    size_t per = (size_t)N * KS * 4;
    size_t lim = (size_t)150 << 20;
    if (k >= 9) lim = (size_t)470 << 20;   // k=9/10 need the rows: the random s_pm fallback is fatal
    if (per * k <= lim) {
      static u32 *pool = 0; static size_t cap = 0;
      if (per * k > cap) { pool = (u32 *)pool_alloc(per * k + 256); cap = per * k; }
      if (pool) {
        g_KS = KS;
        for (int d = 0; d < k; d++) {
          s_sdmp[d] = pool + (size_t)d * N * g_KS;
          const u32 *od = s_ord[d];
          u32 *dst = s_sdmp[d];
          const u32 KSx = g_KS;
          for (u32 j = 0; j < N; j++) {
#if MF_PFB > 0
            if (j + MF_PFB < N) _mm_prefetch((const char *)(s_pm + (size_t)od[j + MF_PFB] * STRIDE), _MM_HINT_T0);
#endif
            const u32 *row = s_pm + (size_t)od[j] * STRIDE;
            u32 *dp = dst + (size_t)j * KSx;
            for (u32 e = 0; e < KSx; e++) dp[e] = (e < (u32)k) ? row[e] : 0u;
            if (s_sig) {
              u8 *sb = s_sig + (size_t)d * k * ((size_t)N + 64);
              for (int e = 0; e < k; e++) { u32 z_ = (u32)(((u64)row[e] * g_sigmag) >> 32); sb[(size_t)e * ((size_t)N + 64) + j] = (u8)(z_ ? z_ : 1u); }
            }
          }
          if (s_sig) g_sig_merged = 1;
        }
      }
    }
  }
  if (s_sig && !g_sig_merged) {
    for (int d = 0; d < k; d++) {
      const u32 *od = s_ord[d];
      u8 *base = s_sig + (size_t)d * k * ((size_t)N + 64);
      for (u32 j = 0; j < N; j++) {
#if MF_PFB > 0
        if (j + MF_PFB < N) _mm_prefetch((const char *)(s_pm + (size_t)od[j + MF_PFB] * STRIDE), _MM_HINT_T0);
#endif
        const u32 *row = s_pm + (size_t)od[j] * STRIDE;
        for (int e = 0; e < k; e++) { u32 z_ = (u32)(((u64)row[e] * g_sigmag) >> 32); base[(size_t)e * ((size_t)N + 64) + j] = (u8)(z_ ? z_ : 1u); }
      }
    }
  }
  u64 poolwords = (u64)K1 * (Q + 1) * W;
#if MF_PLEN
  if (g_plen_on) {
    u64 best = 0;
    for (int dsx = 0; dsx < k; dsx++) {
      u64 tot = 0;
      for (int e = 0; e < K1; e++) {
        int d = (e < dsx) ? e : e + 1;
        const u32 *mr = s_maxr + ((size_t)dsx * MAXK + d) * MAXQ;
        for (u32 b = 0; b <= Q; b++) {
          u32 RR = mr[b];
          u32 len = ((RR >> 6) + 8u) & ~7u;
          if (len > W) len = W;
          tot += len;
        }
      }
      if (tot > best) best = tot;
    }
    if (best && best < poolwords) poolwords = best;
  }
#endif
  size_t need = (size_t)poolwords * sizeof(u64);
  static u64 *pool = 0; static size_t cap2 = 0;
  if (need > cap2) { pool = (u64 *)pool_alloc(need + 4096); cap2 = need; }
  s_bs = pool;
  for (int ds = 0; ds < k; ds++) {
    u32 q0 = gstart[ds], q1 = gstart[ds + 1];
    if (q0 >= q1) continue;
#if MF_WTRIM
    {
      u32 mx = 1;
      for (u32 qi = q0; qi < q1; qi++) { u32 rr = folded_rank(s_qord[qi]); if (rr > mx) mx = rr; }
      u32 wp = ((mx >> 6) + 8u) & ~7u;
      Wpool = (wp < W) ? wp : W;
    }
#endif
#if MF_PLEN
    if (g_plen_on) {
      u64 tot = 0;
      for (int e = 0; e < K1; e++) {
        int d = (e < ds) ? e : e + 1;
        const u32 *mr = s_maxr + ((size_t)ds * MAXK + d) * MAXQ;
        u32 *po = s_pofs + (size_t)e * MAXQ;
        u32 *pl = s_plen + (size_t)e * MAXQ;
        for (u32 b = 0; b <= Q; b++) {
          u32 RR = mr[b];
          u32 len = ((RR >> 6) + 8u) & ~7u;
          if (len > Wpool) len = Wpool;
          po[b] = (u32)tot; pl[b] = len; tot += len;
        }
      }
      if (tot > (u64)K1 * (Q + 1) * W) { g_plen_on = 0; }   // never; safety
    }
#endif
    {
      const u32 *od = s_ord[ds];
      for (u32 j = 0; j < N; j++) s_nid[od[j]] = j;
    }
    for (int e = 0; e < K1; e++) {
      int d = (e < ds) ? e : e + 1;
      const unsigned *xd = x[d];
      const u32 *od = s_ord[d];
      u64 *base = g_plen_on ? s_bs : (s_bs + (size_t)e * (Q + 1) * Wpool);
      u64 *cur = s_acc;
      for (u32 w = 0; w < Wpool; w++) cur[w] = 0;
      if (g_plen_on) {
        u64 *d0 = s_bs + s_pofs[(size_t)e * MAXQ];
        u32 l0 = s_plen[(size_t)e * MAXQ];
        for (u32 w = 0; w < l0; w++) d0[w] = 0;
      }
      u32 ptr = 0;
#if MF_BUILD_NOPOOL
      while (ptr < N) ptr++;
#else
      for (u32 b = 1; b <= Q; b++) {
        u32 pend = (b < Q) ? FPOS(d, b) : (u32)N;
        while (ptr < pend) {
          if (ptr + 64 < MAXN) __builtin_prefetch(s_nid + od[ptr + 64], 0, 3);   // [PF-NID]
          u32 q = s_nid[od[ptr]]; cur[q >> 6] |= 1ull << (q & 63); ptr++;
        }
        u64 *dst = g_plen_on ? (base + s_pofs[(size_t)e * MAXQ + b])
                              : (base + (size_t)b * Wpool);
        u32 wlen = g_plen_on ? s_plen[(size_t)e * MAXQ + b] : Wpool;
#if MF_NT
        {
          u32 w = 0;
          for (; w + 4 <= wlen; w += 4)
            _mm256_stream_si256((__m256i *)(dst + w), _mm256_load_si256((const __m256i *)(cur + w)));
          for (; w < wlen; w++) dst[w] = cur[w];
        }
#else
        for (u32 w = 0; w < wlen; w++) dst[w] = cur[w];
#endif
      }
      _mm_sfence();
#endif
    }
    switch (k) {
      case 4: query_group<4>(N, out, ds, q0, q1, Q, Wpool); break;
      case 5: query_group<5>(N, out, ds, q0, q1, Q, Wpool); break;
      case 6: query_group<6>(N, out, ds, q0, q1, Q, Wpool); break;
      case 7: query_group<7>(N, out, ds, q0, q1, Q, Wpool); break;
      case 8: query_group<8>(N, out, ds, q0, q1, Q, Wpool); break;
      case 9: query_group<9>(N, out, ds, q0, q1, Q, Wpool); break;
      default: query_group<10>(N, out, ds, q0, q1, Q, Wpool); break;
    }
  }
}


void count_4d(int n, const unsigned *x[4], unsigned *out) { solve_mf((u32)n, (const unsigned **)x, out, 4); }
void count_5d(int n, const unsigned *x[5], unsigned *out) { solve_mf((u32)n, (const unsigned **)x, out, 5); }
void count_6d(int n, const unsigned *x[6], unsigned *out) { solve_mf_sp<6>((u32)n, (const unsigned **)x, out); }
void count_7d(int n, const unsigned *x[7], unsigned *out) { solve_mf((u32)n, (const unsigned **)x, out, 7); }
void count_8d(int n, const unsigned *x[8], unsigned *out) { solve_mf((u32)n, (const unsigned **)x, out, 8); }
void count_9d(int n, const unsigned *x[9], unsigned *out) { solve_mf((u32)n, (const unsigned **)x, out, 9); }
void count_10d(int n, const unsigned *x[10], unsigned *out) { solve_mf((u32)n, (const unsigned **)x, out, 10); }



CompilationN/AN/ACompile OKScore: N/A

Testcase #1446.404 ms119 MB + 916 KBAcceptedScore: 100


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