:heavy_check_mark: verify/set/LC_power_projection_of_set_power_series.test.cpp

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#define PROBLEM "https://judge.yosupo.jp/problem/power_projection_of_set_power_series"

#include "template/template.hpp"
#include "modint/modint.hpp"
using mint = ModInt<998244353>;
#include "set/power-projection-of-set-power-series.hpp"

int main() {
  int n, m;
  in(n, m);
  vector<mint> a(1 << n), w(1 << n);
  in(a, w);
  auto c = SetPowerSeries::power_projection(a, w, m);
  out(c);
}
#line 1 "verify/set/LC_power_projection_of_set_power_series.test.cpp"
#define PROBLEM "https://judge.yosupo.jp/problem/power_projection_of_set_power_series"

#line 2 "template/template.hpp"
#include <bits/stdc++.h>
using namespace std;

#line 2 "template/macro.hpp"
#define rep(i, a, b) for (int i = (a); i < (int)(b); i++)
#define rrep(i, a, b) for (int i = (int)(b) - 1; i >= (a); i--)
#define ALL(v) (v).begin(), (v).end()
#define UNIQUE(v) sort(ALL(v)), (v).erase(unique(ALL(v)), (v).end())
#define SZ(v) (int)v.size()
#define MIN(v) *min_element(ALL(v))
#define MAX(v) *max_element(ALL(v))
#define LB(v, x) int(lower_bound(ALL(v), (x)) - (v).begin())
#define UB(v, x) int(upper_bound(ALL(v), (x)) - (v).begin())
#define YN(b) cout << ((b) ? "YES" : "NO") << "\n";
#define Yn(b) cout << ((b) ? "Yes" : "No") << "\n";
#define yn(b) cout << ((b) ? "yes" : "no") << "\n";
#line 6 "template/template.hpp"

#line 2 "template/util.hpp"
using uint = unsigned int;
using ll = long long int;
using ull = unsigned long long;
using i128 = __int128_t;
using u128 = __uint128_t;

template <class T, class S = T>
S SUM(const vector<T>& a) {
  return accumulate(ALL(a), S(0));
}
template <class T>
inline bool chmin(T& a, T b) {
  if (a > b) {
    a = b;
    return true;
  }
  return false;
}
template <class T>
inline bool chmax(T& a, T b) {
  if (a < b) {
    a = b;
    return true;
  }
  return false;
}

template <class T>
int popcnt(T x) {
  return __builtin_popcountll(x);
}
template <class T>
int topbit(T x) {
  return (x == 0 ? -1 : 63 - __builtin_clzll(x));
}
template <class T>
int lowbit(T x) {
  return (x == 0 ? -1 : __builtin_ctzll(x));
}
#line 8 "template/template.hpp"

#line 2 "template/inout.hpp"
struct Fast {
  Fast() {
    cin.tie(nullptr);
    ios_base::sync_with_stdio(false);
    cout << fixed << setprecision(15);
  }
} fast;

template <class T1, class T2>
istream& operator>>(istream& is, pair<T1, T2>& p) {
  return is >> p.first >> p.second;
}
template <class T1, class T2>
ostream& operator<<(ostream& os, const pair<T1, T2>& p) {
  return os << p.first << " " << p.second;
}
template <class T>
istream& operator>>(istream& is, vector<T>& a) {
  for (auto& v : a) is >> v;
  return is;
}
template <class T>
ostream& operator<<(ostream& os, const vector<T>& a) {
  for (auto it = a.begin(); it != a.end();) {
    os << *it;
    if (++it != a.end()) os << " ";
  }
  return os;
}
template <class T>
ostream& operator<<(ostream& os, const set<T>& st) {
  os << "{";
  for (auto it = st.begin(); it != st.end();) {
    os << *it;
    if (++it != st.end()) os << ",";
  }
  os << "}";
  return os;
}
template <class T1, class T2>
ostream& operator<<(ostream& os, const map<T1, T2>& mp) {
  os << "{";
  for (auto it = mp.begin(); it != mp.end();) {
    os << it->first << ":" << it->second;
    if (++it != mp.end()) os << ",";
  }
  os << "}";
  return os;
}

void in() {}
template <typename T, class... U>
void in(T& t, U&... u) {
  cin >> t;
  in(u...);
}
void out() { cout << "\n"; }
template <typename T, class... U, char sep = ' '>
void out(const T& t, const U&... u) {
  cout << t;
  if (sizeof...(u)) cout << sep;
  out(u...);
}
#line 10 "template/template.hpp"

#line 2 "template/debug.hpp"
#ifdef LOCAL
#define debug 1
#define show(...) _show(0, #__VA_ARGS__, __VA_ARGS__)
#else
#define debug 0
#define show(...) true
#endif
template <class T>
void _show(int i, T name) {
  cerr << '\n';
}
template <class T1, class T2, class... T3>
void _show(int i, const T1& a, const T2& b, const T3&... c) {
  for (; a[i] != ',' && a[i] != '\0'; i++) cerr << a[i];
  cerr << ":" << b << " ";
  _show(i + 1, a, c...);
}
#line 2 "math/util.hpp"

namespace Math {
template <class T>
T safe_mod(T a, T b) {
  assert(b != 0);
  if (b < 0) a = -a, b = -b;
  a %= b;
  return a >= 0 ? a : a + b;
}
template <class T>
T floor(T a, T b) {
  assert(b != 0);
  if (b < 0) a = -a, b = -b;
  return a >= 0 ? a / b : (a + 1) / b - 1;
}
template <class T>
T ceil(T a, T b) {
  assert(b != 0);
  if (b < 0) a = -a, b = -b;
  return a > 0 ? (a - 1) / b + 1 : a / b;
}
long long isqrt(long long n) {
  if (n <= 0) return 0;
  long long x = sqrt(n);
  while ((x + 1) * (x + 1) <= n) x++;
  while (x * x > n) x--;
  return x;
}
// return g=gcd(a,b)
// a*x+b*y=g
// - b!=0 -> 0<=x<|b|/g
// - b=0  -> ax=g
template <class T>
T ext_gcd(T a, T b, T& x, T& y) {
  T a0 = a, b0 = b;
  bool sgn_a = a < 0, sgn_b = b < 0;
  if (sgn_a) a = -a;
  if (sgn_b) b = -b;
  if (b == 0) {
    x = sgn_a ? -1 : 1;
    y = 0;
    return a;
  }
  T x00 = 1, x01 = 0, x10 = 0, x11 = 1;
  while (b != 0) {
    T q = a / b, r = a - b * q;
    x00 -= q * x01;
    x10 -= q * x11;
    swap(x00, x01);
    swap(x10, x11);
    a = b, b = r;
  }
  x = x00, y = x10;
  if (sgn_a) x = -x;
  if (sgn_b) y = -y;
  if (b0 != 0) {
    a0 /= a, b0 /= a;
    if (b0 < 0) a0 = -a0, b0 = -b0;
    T q = x >= 0 ? x / b0 : (x + 1) / b0 - 1;
    x -= b0 * q;
    y += a0 * q;
  }
  return a;
}
constexpr long long inv_mod(long long x, long long m) {
  x %= m;
  if (x < 0) x += m;
  long long a = m, b = x;
  long long y0 = 0, y1 = 1;
  while (b > 0) {
    long long q = a / b;
    swap(a -= q * b, b);
    swap(y0 -= q * y1, y1);
  }
  if (y0 < 0) y0 += m / a;
  return y0;
}
long long pow_mod(long long x, long long n, long long m) {
  x = (x % m + m) % m;
  long long y = 1;
  while (n) {
    if (n & 1) y = y * x % m;
    x = x * x % m;
    n >>= 1;
  }
  return y;
}
constexpr long long pow_mod_constexpr(long long x, long long n, int m) {
  if (m == 1) return 0;
  unsigned int _m = (unsigned int)(m);
  unsigned long long r = 1;
  unsigned long long y = x % m;
  if (y >= m) y += m;
  while (n) {
    if (n & 1) r = (r * y) % _m;
    y = (y * y) % _m;
    n >>= 1;
  }
  return r;
}
constexpr bool is_prime_constexpr(int n) {
  if (n <= 1) return false;
  if (n == 2 || n == 7 || n == 61) return true;
  if (n % 2 == 0) return false;
  long long d = n - 1;
  while (d % 2 == 0) d /= 2;
  constexpr long long bases[3] = {2, 7, 61};
  for (long long a : bases) {
    long long t = d;
    long long y = pow_mod_constexpr(a, t, n);
    while (t != n - 1 && y != 1 && y != n - 1) {
      y = y * y % n;
      t <<= 1;
    }
    if (y != n - 1 && t % 2 == 0) {
      return false;
    }
  }
  return true;
}
template <int n>
constexpr bool is_prime = is_prime_constexpr(n);
};  // namespace Math
#line 3 "modint/modint.hpp"

template <unsigned int m = 998244353>
struct ModInt {
  using mint = ModInt;
  static constexpr unsigned int get_mod() { return m; }
  static mint raw(int v) {
    mint x;
    x._v = v;
    return x;
  }
  ModInt() : _v(0) {}
  ModInt(int64_t v) {
    long long x = (long long)(v % (long long)(umod()));
    if (x < 0) x += umod();
    _v = (unsigned int)(x);
  }
  unsigned int val() const { return _v; }
  mint& operator++() {
    _v++;
    if (_v == umod()) _v = 0;
    return *this;
  }
  mint& operator--() {
    if (_v == 0) _v = umod();
    _v--;
    return *this;
  }
  mint operator++(int) {
    mint result = *this;
    ++*this;
    return result;
  }
  mint operator--(int) {
    mint result = *this;
    --*this;
    return result;
  }
  mint& operator+=(const mint& rhs) {
    _v += rhs._v;
    if (_v >= umod()) _v -= umod();
    return *this;
  }
  mint& operator-=(const mint& rhs) {
    _v -= rhs._v;
    if (_v >= umod()) _v += umod();
    return *this;
  }
  mint& operator*=(const mint& rhs) {
    unsigned long long z = _v;
    z *= rhs._v;
    _v = (unsigned int)(z % umod());
    return *this;
  }
  mint& operator/=(const mint& rhs) { return *this *= rhs.inv(); }
  mint operator+() const { return *this; }
  mint operator-() const { return mint() - *this; }
  mint pow(long long n) const {
    assert(0 <= n);
    mint x = *this, r = 1;
    while (n) {
      if (n & 1) r *= x;
      x *= x;
      n >>= 1;
    }
    return r;
  }
  mint inv() const {
    if (is_prime) {
      assert(_v);
      return pow(umod() - 2);
    } else {
      auto inv = Math::inv_mod(_v, umod());
      return raw(inv);
    }
  }
  friend mint operator+(const mint& lhs, const mint& rhs) { return mint(lhs) += rhs; }
  friend mint operator-(const mint& lhs, const mint& rhs) { return mint(lhs) -= rhs; }
  friend mint operator*(const mint& lhs, const mint& rhs) { return mint(lhs) *= rhs; }
  friend mint operator/(const mint& lhs, const mint& rhs) { return mint(lhs) /= rhs; }
  friend bool operator==(const mint& lhs, const mint& rhs) { return lhs._v == rhs._v; }
  friend bool operator!=(const mint& lhs, const mint& rhs) { return lhs._v != rhs._v; }
  friend istream& operator>>(istream& is, mint& x) {
    int64_t v;
    is >> v;
    x = mint(v);
    return is;
  }
  friend ostream& operator<<(ostream& os, const mint& x) { return os << x.val(); }

 private:
  unsigned int _v;
  static constexpr unsigned int umod() { return m; }
  static constexpr bool is_prime = Math::is_prime<m>;
};
#line 5 "verify/set/LC_power_projection_of_set_power_series.test.cpp"
using mint = ModInt<998244353>;
#line 2 "set/subset-convolution.hpp"

template <class mint, int n_>
struct SubsetConvolution {
  static constexpr int n = n_;
  using poly = array<mint, n_ + 1>;
  vector<int> pc;
  SubsetConvolution() {
    pc.assign(1 << n, 0);
    for (int i = 1; i < pc.size(); i++) pc[i] = pc[i >> 1] + (i & 1);
  }
  void poly_add(poly& p, const poly& q, int d) {
    for (int i = 0; i < d; i++) p[i] += q[i];
  }
  void poly_sub(poly& p, const poly& q, int d) {
    for (int i = d; i <= n; i++) p[i] -= q[i];
  }
  void poly_mul(poly& p, const poly& q) {
    poly r{};
    for (int i = 0; i <= n; i++)
      for (int j = 0; j <= n - i; j++)
        r[i + j] += p[i] * q[j];
    swap(p, r);
  }
  vector<poly> lift(const vector<mint>& a) {
    int n = a.size();
    assert(n == (n & -n));
    vector<poly> b(n);
    for (int i = 0; i < n; i++) {
      b[i].fill(0);
      b[i][pc[i]] = a[i];
    }
    return b;
  }
  vector<mint> unlift(const vector<poly>& b) {
    int n = b.size();
    assert(n == (n & -n));
    vector<mint> a(n);
    for (int i = 0; i < n; i++) a[i] = b[i][pc[i]];
    return a;
  }
  void ranked_zeta(vector<poly>& a) {
    int n = a.size();
    for (int i = 1; i < n; i <<= 1)
      for (int j = 0; j < n; j += i * 2)
        for (int k = 0; k < i; k++)
          poly_add(a[i + j + k], a[j + k], pc[i + j + k]);
  }
  void ranked_mobius(vector<poly>& a) {
    int n = a.size();
    for (int i = 1; i < n; i <<= 1)
      for (int j = 0; j < n; j += i * 2)
        for (int k = 0; k < i; k++)
          poly_sub(a[i + j + k], a[j + k], pc[i + j + k]);
  }
  void ranked_mul(vector<poly>& a, const vector<poly>& b) {
    for (int i = 0; i < a.size(); i++) poly_mul(a[i], b[i]);
  }
  vector<mint> multiply(const vector<mint>& a, const vector<mint>& b) {
    auto p = lift(a);
    auto q = lift(b);
    ranked_zeta(p);
    ranked_zeta(q);
    ranked_mul(p, q);
    ranked_mobius(p);
    return unlift(p);
  }
};

/**
 * @brief Subset Convolution
 * @docs docs/set/subset-convolution.md
 */
#line 3 "set/power-projection-of-set-power-series.hpp"

namespace SetPowerSeries {
template <class mint, int sz = 21>
vector<mint> power_projection(const vector<mint>& a, const vector<mint>& w, int m) {
  static SubsetConvolution<mint, sz> sc;
  int l = __builtin_ctz(a.size());
  assert(a.size() == (1 << l));
  mint c = a[0];
  vector<vector<mint>> g(l + 1);
  g[0] = w;
  for (int i = 1; i <= l; i++) g[i] = vector<mint>(1 << (l - i), 0);
  for (int k = l - 1; k >= 0; k--) {
    auto p = sc.lift(vector<mint>(a.begin() + (1 << k), a.begin() + (2 << k)));
    sc.ranked_zeta(p);
    for (int i = 0; i < l - k; i++) {
      auto h = vector<mint>(g[i].begin() + (1 << k), g[i].begin() + (2 << k));
      reverse(h.begin(), h.end());
      auto q = sc.lift(h);
      sc.ranked_zeta(q);
      sc.ranked_mul(q, p);
      sc.ranked_mobius(q);
      h = sc.unlift(q);
      reverse(h.begin(), h.end());
      for (int j = 0; j < h.size(); j++) g[i + 1][j] += h[j];
    }
  }
  vector<mint> f1(l + 1, 1);
  for (int i = 1; i <= l; i++) f1[i] = f1[i - 1] * i;
  for (int i = 0; i <= l; i++) f1[i] *= g[i][0];
  vector<mint> f(m, 0), binom(l + 1, 0);
  binom[0] = 1;
  mint r0 = 1;
  for (int i = 0; i < m; i++) {
    if (i > l) r0 *= c;
    mint r = r0;
    for (int j = min(i, l); j >= 0; j--, r *= c) f[i] += f1[j] * binom[j] * r;
    for (int j = l; j > 0; j--) binom[j] += binom[j - 1];
  }
  return f;
}
};  // namespace SetPowerSeries
/**
 * @brief Power Projection Of Set Power Series
 * @docs docs/set/power-projection-of-set-power-series.md
 */
#line 7 "verify/set/LC_power_projection_of_set_power_series.test.cpp"

int main() {
  int n, m;
  in(n, m);
  vector<mint> a(1 << n), w(1 << n);
  in(a, w);
  auto c = SetPowerSeries::power_projection(a, w, m);
  out(c);
}
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