# Submit Info #51425

Problem Lang User Status Time Memory
Multipoint Evaluation cpp alaneos777 AC 1634 ms 72.89 MiB

ケース詳細
Name Status Time Memory
example_00 AC 1 ms 0.71 MiB
example_01 AC 1 ms 0.70 MiB
max_random_00 AC 1634 ms 72.88 MiB
max_random_01 AC 1634 ms 72.89 MiB
random_00 AC 310 ms 16.93 MiB
random_01 AC 264 ms 13.64 MiB
random_02 AC 1366 ms 65.03 MiB

#include <bits/stdc++.h> using namespace std; using lli = long long int; using poly = vector<int>; template<lli mod> lli powerMod(lli a, lli b){ lli ans = 1; while(b){ if(b & 1) ans = ans * a % mod; b >>= 1; a = a * a % mod; } return ans; } int nearestPowerOfTwo(int n){ int ans = 1; while(ans < n) ans <<= 1; return ans; } template<int mod, int g> void ntt(poly& a, int inv = 1){ int n = a.size(); for(int i = 1, j = 0; i < n-1; ++i){ for(int k = n>>1; (j^=k) < k; k >>= 1); if(i < j) swap(a[i], a[j]); } for(int sz = 2; sz <= n; sz <<= 1){ lli w_1 = powerMod<mod>(g, (mod-1)/sz); if(inv == -1) w_1 = powerMod<mod>(w_1, mod-2); vector<lli> w(sz/2, 1); for(int j = 1; j < sz/2; ++j){ w[j] = w_1 * w[j-1] % mod; } for(int start = 0; start < n; start += sz){ for(int j = 0; j < sz/2; ++j){ int u = a[start + j], v = w[j] * a[start + sz/2 + j] % mod; a[start + j] = (u+v >= mod ? u+v-mod : u+v); a[start + sz/2 + j] = (u-v < 0 ? u-v+mod : u-v); } } } if(inv == -1){ lli n_rev = powerMod<mod>(n, mod-2); for(int& ai : a){ ai = ai * n_rev % mod; } } } template<int mod, int g> poly convolution(poly a, poly b){ int sz = a.size() + b.size() - 1; int SZ = nearestPowerOfTwo(sz); a.resize(SZ), b.resize(SZ); ntt<mod, g>(a, 1), ntt<mod, g>(b, 1); poly c(SZ); for(int i = 0; i < SZ; ++i){ c[i] = (lli)a[i] * b[i] % mod; } ntt<mod, g>(c, -1); c.resize(sz); return c; } const int p = 998244353, g = 3; poly inversePolynomial(const poly & A){ poly R(1, powerMod<p>(A[0], p - 2)); //R(x) = 2R(x)-A(x)R(x)^2 while(R.size() < A.size()){ size_t c = 2 * R.size(); R.resize(c); poly R2 = R; poly a(min(c, A.size())); for(int i = 0; i < a.size(); ++i) a[i] = A[i]; R2 = convolution<p, g>(R2, R2); R2.resize(c); R2 = convolution<p, g>(R2, a); for(int i = 0; i < c; ++i){ R[i] = R[i] + R[i] - R2[i]; if(R[i] < 0) R[i] += p; if(R[i] >= p) R[i] -= p; } } R.resize(A.size()); return R; } //returns Q(x), where A(x)=B(x)Q(x)+R(x) poly quotient(poly A, poly B){ int n = A.size(), m = B.size(); if(n < m) return poly{0}; reverse(A.begin(), A.end()); reverse(B.begin(), B.end()); A.resize(n-m+1), B.resize(n-m+1); A = convolution<p, g>(A, inversePolynomial(B)); A.resize(n-m+1); reverse(A.begin(), A.end()); return A; } //returns R(x), where A(x)=B(x)Q(x)+R(x) poly remainder(poly A, const poly & B){ int n = A.size(), m = B.size(); if(n >= m){ poly C = convolution<p, g>(quotient(A, B), B); A.resize(m-1); for(int i = 0; i < m-1; ++i){ A[i] -= C[i]; if(A[i] < 0) A[i] += p; } } return A; } //evaluates all the points in P(x), both the size of P and points must be the same poly multiEvaluate(const poly & P, const poly & points){ int n = points.size(); vector<poly> t(n<<1), r(n<<1), e(n<<1); vector<bool> calc(n<<1); poly ans(n); for(int i = 0; i < n; ++i){ t[n+i] = {(p - points[i]) % p, 1}; e[n+i].push_back(i); } for(int i = n-1; i > 0; --i){ t[i] = convolution<p, g>(t[i<<1], t[i<<1|1]); e[i] = e[i<<1]; e[i].insert(e[i].end(), e[i<<1|1].begin(), e[i<<1|1].end()); } auto naive = [&](const poly& P, int x){ int y = 0; for(int i = (int)P.size()-1; i >= 0; --i){ y = ((lli)y*x + P[i]) % p; } return y; }; r[1] = remainder(P, t[1]); for(int i = 1; i < n; ++i){ if(calc[i]){ calc[i<<1] = calc[i<<1|1] = true; }else if(e[i].size() < 200){ for(int pos : e[i]){ r[n+pos] = {naive(r[i], points[pos])}; } calc[i<<1] = calc[i<<1|1] = true; }else{ r[i<<1] = remainder(r[i], t[i<<1]); r[i<<1|1] = remainder(r[i], t[i<<1|1]); } } for(int i = 0; i < n; ++i){ ans[i] = r[n+i][0]; } return ans; } int main(){ ios_base::sync_with_stdio(0), cin.tie(0), cout.tie(0); int n, m; cin >> n >> m; poly P(n), points(m); for(int& Pi : P){ cin >> Pi; } for(int& pi : points){ cin >> pi; } poly ans = multiEvaluate(P, points); for(int i = 0; i < m; ++i){ cout << ans[i] << " "; } cout << "\n"; return 0; }