#line 1 "a.cpp" #include using namespace std; using ll=long long; const ll ILL=2167167167167167167; const int INF=2100000000; #define rep(i,a,b) for (int i=(int)(a);i<(int)(b);i++) #define all(p) p.begin(),p.end() template using pq_ = priority_queue, greater>; template int LB(vector &v,T a){return lower_bound(v.begin(),v.end(),a)-v.begin();} template int UB(vector &v,T a){return upper_bound(v.begin(),v.end(),a)-v.begin();} template bool chmin(T &a,T b){if(b bool chmax(T &a,T b){if(a void So(vector &v) {sort(v.begin(),v.end());} template void Sore(vector &v) {sort(v.begin(),v.end(),[](T x,T y){return x>y;});} bool yneos(bool a,bool upp=false){if(a){cout<<(upp?"YES\n":"Yes\n");}else{cout<<(upp?"NO\n":"No\n");}return a;} template void vec_out(vector &p,int ty=0){ if(ty==2){cout<<'{';for(int i=0;i<(int)p.size();i++){if(i){cout<<",";}cout<<'"'< T vec_min(vector &a){assert(!a.empty());T ans=a[0];for(auto &x:a) chmin(ans,x);return ans;} template T vec_max(vector &a){assert(!a.empty());T ans=a[0];for(auto &x:a) chmax(ans,x);return ans;} template T vec_sum(vector &a){T ans=T(0);for(auto &x:a) ans+=x;return ans;} int pop_count(long long a){int res=0;while(a){res+=(int)(a&1),a>>=1;}return res;} template T square(T a){return a * a;} #line 2 "/Users/Shared/po167_library/fps/FPS_composition.hpp" #include namespace po167{ // n = |g| // return f(g(x)) // https://maspypy.com/fps-合成・逆関数の解説(2)転置原理による合成ア template std::vector FPS_comp(std::vector f, std::vector g){ assert(g[0] == 0); auto rec = [&](auto rec, int n, int k, std::vector Q) -> std::vector { if (n == 1){ std::vector p(2 * k); std::reverse(f.begin(), f.end()); for (int i = 0; i < k; i++) p[2 * i] = f[i]; return p; } std::vector nxt_Q(2 * n * k); for (int i = 0; i < n * k; i++) nxt_Q[n * k + i] += Q[i * 2] * 2; Q.resize(4 * n * k); atcoder::internal::butterfly(Q); // Q(-x) std::vector R(4 * n * k); for (int i = 0; i < 2 * n * k; i++){ R[i * 2] = Q[i * 2 + 1]; R[i * 2 + 1] = Q[i * 2]; } T iz = (T)(1) / (T)(4 * n * k); for (int i = 0; i < 4 * n * k; i++) Q[i] *= R[i]; for (int i = 0; i < 2 * n * k; i++) Q[i] = Q[i * 2]; Q.resize(2 * n * k); atcoder::internal::butterfly_inv(Q); for (int i = 0; i < 2 * n * k; i++) nxt_Q[i] += Q[i] * iz * 2; for (int j = 0; j < 2 * k; j++) for (int i = n / 2; i < n; i++){ nxt_Q[n * j + i] = 0; } std::vector pq = rec(rec, n / 2, k * 2, nxt_Q); std::vector p(2 * n * k); for (int j = 0; j < 2 * k; j++) for (int i = n / 2; i < n; i++){ pq[n * j + i] = 0; } for (int i = 0; i < n * k; i++) p[i * 2 + 1] += pq[n * k + i]; std::reverse(pq.begin(), pq.end()); atcoder::internal::butterfly(pq); pq.resize(4 * n * k); for (int i = 2 * n * k - 1; i >= 0; i--){ pq[i * 2 + 1] = pq[i]; pq[i * 2] = pq[i]; } for (int i = 0; i < 4 * n * k; i++) pq[i] *= R[i]; atcoder::internal::butterfly_inv(pq); for (int i = 0; i < 2 * n * k; i++) p[i] += pq[4 * n * k - 1 - i] * iz; return p; }; int N = (int)g.size(); int n = 1; while (n < N) n *= 2; f.resize(n, 0); g.resize(n, 0); std::vector Q(2 * n); for (int i = 0; i < n; i++) Q[i] = -g[i]; auto p = rec(rec, n, 1, Q); std::vector res(n); for (int i = 0; i < n; i++) res[i] = p[i]; std::reverse(res.begin(), res.end()); res.resize(N); return res; } } #line 4 "/Users/Shared/po167_library/fps/FPS_Power_Projection.hpp" #line 3 "/Users/Shared/po167_library/fps/FPS_pick_even_odd.hpp" namespace po167{ // s.t |v| = 2 ^ s (no assert) template void FPS_pick_even_odd(std::vector &v, int odd){ int z = v.size() / 2; T half = (T)(1) / (T)(2); if (odd == 0){ for (int i = 0; i < z; i++){ v[i] = (v[i * 2] + v[i * 2 + 1]) * half; } v.resize(z); } else { T e = (T(atcoder::internal::primitive_root_constexpr(T::mod()))).pow(T::mod() / (2 * z)); T ie = T(1) / e; std::vector es = {half}; while ((int)es.size() != z){ std::vector n_es((int)es.size() * 2); for (int i = 0; i < (int)es.size(); i++){ n_es[i * 2] = (es[i]); n_es[i * 2 + 1] = (es[i] * ie); } ie *= ie; std::swap(n_es, es); } for (int i = 0; i < z; i ++){ v[i] = (v[i * 2] - v[i * 2 + 1]) * es[i]; } v.resize(z); } } } #line 4 "/Users/Shared/po167_library/fps/FPS_inv.hpp" namespace po167{ // return 1 / f template std::vector FPS_inv(std::vector f, int len = -1){ if (len == -1) len = f.size(); assert(f[0] != 0); std::vector g = {1 / f[0]}; int s = 1; while(s < len){ // g = 2g_s - f(g_s)^2 (mod x ^ (2 * s)) // g = g - (fg - 1)g // (fg - 1) = 0 (mod x ^ (s)) std::vector n_g(s * 2, 0); std::vector f_s(s * 2, 0); g.resize(s * 2); for (int i = 0; i < s * 2; i++){ if (int(f.size()) > i) f_s[i] = f[i]; n_g[i] = g[i]; } atcoder::internal::butterfly(g); atcoder::internal::butterfly(f_s); for (int i = 0; i < s * 2; i++){ f_s[i] *= g[i]; } atcoder::internal::butterfly_inv(f_s); T iz = 1 / (T)(s * 2); for (int i = s; i < s * 2; i++){ f_s[i] *= iz; } for (int i = 0; i < s; i++){ f_s[i] = 0; } atcoder::internal::butterfly(f_s); for (int i = 0; i < s * 2; i++){ f_s[i] *= g[i]; } atcoder::internal::butterfly_inv(f_s); for (int i = s; i < s * 2; i++){ n_g[i] -= f_s[i] * iz; } std::swap(n_g, g); s *= 2; } g.resize(len); return g; } } #line 7 "/Users/Shared/po167_library/fps/FPS_Power_Projection.hpp" namespace po167{ // n = |g| // return // for i = 0, 1, ... , m - 1 // [x ^ {n - 1}] g(x) f(x) ^ i template std::vector Power_Projection(std::vector g, std::vector f, int m){ assert(f[0] == 0); int ind = (int)g.size() - 1; int n = 1; while(n < (int)g.size()) n *= 2; f.reserve(4 * n); g.reserve(4 * n); g.resize(n, 0); f.resize(n, 0); std::vector hold_f(n), hold_g(n); // g(x) / (y - f(x)) for (auto &x : f) x *= -1; int nk = n; T iz = (T)(1) / (T)(2 * n); while (nk != 1){ hold_g = g; hold_f = f; // n -> 4 * n g.resize(4 * n); f.resize(4 * n); for (int i = n / nk - 1; i >= 0; i--){ for (int j = nk - 1; j >= 0; j--){ g[i * nk * 2 + j] = g[i * nk + j]; if (i) g[i * nk + j] = 0; f[i * nk * 2 + j] = f[i * nk + j]; if (i) f[i * nk + j] = 0; } } // tran atcoder::internal::butterfly(g); atcoder::internal::butterfly(f); for (int i = 0; i < 2 * n; i++){ g[i * 2] *= f[i * 2 + 1]; g[i * 2 + 1] *= f[i * 2]; f[i * 2] *= f[i * 2 + 1]; f[i * 2 + 1] = f[i * 2]; } FPS_pick_even_odd(g, (ind & 1)); FPS_pick_even_odd(f, 0); atcoder::internal::butterfly_inv(g); atcoder::internal::butterfly_inv(f); for (auto &x : g) x *= iz; for (auto &x : f) x *= iz; // y ^ nk for (int i = 0; i < n; i++){ if ((ind + i + 1) & 1) g[n + (i / nk) * nk + (i & (nk - 1)) / 2] += hold_g[i]; if ((i & 1) == 0) f[n + (i / nk) * nk + (i & (nk - 1)) / 2] += hold_f[i] * 2; } nk /= 2; for (int i = 0; i < n; i++){ g[i] = g[(i / nk) * nk * 2 + (i & (nk - 1))]; f[i] = f[(i / nk) * nk * 2 + (i & (nk - 1))]; } g.resize(n); f.resize(n); ind /= 2; } f.push_back(1); std::reverse(g.begin(), g.end()); std::reverse(f.begin(), f.end()); g.resize(m); std::vector ans = atcoder::convolution(g, FPS_inv(f, m)); ans.resize(m); return ans; } } #line 3 "/Users/Shared/po167_library/fps/FPS_add.hpp" namespace po167{ template // a(x) += b(x) * c * x^d void FPS_add(std::vector &a, std::vector b, T c = 1, int d = 0){ for (int i = 0; i < (int)(b.size()); i++){ while ((int)a.size() <= i + d) a.push_back((T)0); a[i + d] += b[i] * c; } } } #line 28 "a.cpp" using mint = atcoder::modint998244353; void solve(); // DEAR MYSTERIES / TOMOO int main() { ios::sync_with_stdio(false); cin.tie(nullptr); int t = 1; // cin >> t; rep(i, 0, t) solve(); } void solve(){ int N, M; cin >> N >> M; vector f(N), g(N), h(N); rep(i, 0, N) { int a; cin >> a; f[i] = a; } rep(i, 0, N) { int a; cin >> a; g[i] = a; } rep(i, 0, N) { int a; cin >> a; h[i] = a; } vector init(N); init[0] = 1; auto tmp = po167::Power_Projection(init, g, N); vector ans(M); rep(i, 0, N) tmp[i] *= h[i]; /*{ rep(i, 0, M) rep(j, 0, N) { ans[i] += f[1].pow(i * j) * tmp[j]; } }*/ auto calc = [&](auto self, int l, int r) -> pair, vector> { if (l + 1 == r) { return {{tmp[l]}, {1, -f[1].pow(l)}}; } int m = (l + r) / 2; auto [Lc, Lp] = self(self, l, m); auto [Rc, Rp] = self(self, m, r); auto C = atcoder::convolution(Lc, Rp); po167::FPS_add(C, atcoder::convolution(Lp, Rc)); return {C, atcoder::convolution(Lp, Rp)}; }; auto [A, B] = calc(calc, 0, N); ans = atcoder::convolution(po167::FPS_inv(B, M), A); rep(i, 0, M) { cout << ans[i].val() << (i + 1 == M ? "\n" : " "); } } /* * * f^m(x) = h(g(f^m(x))) * = h(a1 * g(f^{m - 1}(x)) * f^{m}(x) * = h(a1^{m} g(x)) * */