結果

問題 No.2272 多項式乗算 mod 258280327
ユーザー milanis48663220
提出日時 2023-04-14 22:42:35
言語 C++17
(gcc 13.3.0 + boost 1.87.0)
結果
AC  
実行時間 554 ms / 2,000 ms
コード長 6,342 bytes
コンパイル時間 2,664 ms
コンパイル使用メモリ 155,308 KB
最終ジャッジ日時 2025-02-12 07:27:49
ジャッジサーバーID
(参考情報)
judge3 / judge3
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ファイルパターン 結果
other AC * 33
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ソースコード

diff #
プレゼンテーションモードにする

#include <iostream>
#include <algorithm>
#include <iomanip>
#include <vector>
#include <queue>
#include <deque>
#include <set>
#include <map>
#include <tuple>
#include <cmath>
#include <numeric>
#include <functional>
#include <cassert>
#include <atcoder/modint>
#include <atcoder/convolution>
#define debug_value(x) cerr << "line" << __LINE__ << ":<" << __func__ << ">:" << #x << "=" << x << endl;
#define debug(x) cerr << "line" << __LINE__ << ":<" << __func__ << ">:" << x << endl;
template<class T> inline bool chmax(T& a, T b) { if (a < b) { a = b; return 1; } return 0; }
template<class T> inline bool chmin(T& a, T b) { if (a > b) { a = b; return 1; } return 0; }
using namespace std;
typedef long long ll;
template<typename T>
vector<vector<T>> vec2d(int n, int m, T v){
return vector<vector<T>>(n, vector<T>(m, v));
}
template<typename T>
vector<vector<vector<T>>> vec3d(int n, int m, int k, T v){
return vector<vector<vector<T>>>(n, vector<vector<T>>(m, vector<T>(k, v)));
}
template<typename T>
void print_vector(vector<T> v, char delimiter=' '){
if(v.empty()) {
cout << endl;
return;
}
for(int i = 0; i+1 < v.size(); i++) cout << v[i] << delimiter;
cout << v.back() << endl;
}
// https://math314.hateblo.jp/entry/2015/05/07/014908
typedef pair<int, int> Pii;
#define FOR(i,n) for(int i = 0; i < (n); i++)
#define sz(c) ((int)(c).size())
#define ten(x) ((int)1e##x)
template<class T> T extgcd(T a, T b, T& x, T& y) { for (T u = y = 1, v = x = 0; a;) { T q = b / a; swap(x -= q * u, u); swap(y -= q * v, v); swap(b
    -= q * a, a); } return b; }
template<class T> T mod_inv(T a, T m) { T x, y; extgcd(a, m, x, y); return (m + x % m) % m; }
ll mod_pow(ll a, ll n, ll mod) { ll ret = 1; ll p = a % mod; while (n) { if (n & 1) ret = ret * p % mod; p = p * p % mod; n >>= 1; } return ret; }
template<int mod, int primitive_root>
class NTT {
public:
int get_mod() const { return mod; }
void _ntt(vector<ll>& a, int sign) {
const int n = sz(a);
assert((n ^ (n&-n)) == 0); //n = 2^k
const int g = 3; //g is primitive root of mod
int h = (int)mod_pow(g, (mod - 1) / n, mod); // h^n = 1
if (sign == -1) h = (int)mod_inv(h, mod); //h = h^-1 % mod
//bit reverse
int i = 0;
for (int j = 1; j < n - 1; ++j) {
for (int k = n >> 1; k >(i ^= k); k >>= 1);
if (j < i) swap(a[i], a[j]);
}
for (int m = 1; m < n; m *= 2) {
const int m2 = 2 * m;
const ll base = mod_pow(h, n / m2, mod);
ll w = 1;
FOR(x, m) {
for (int s = x; s < n; s += m2) {
ll u = a[s];
ll d = a[s + m] * w % mod;
a[s] = u + d;
if (a[s] >= mod) a[s] -= mod;
a[s + m] = u - d;
if (a[s + m] < 0) a[s + m] += mod;
}
w = w * base % mod;
}
}
for (auto& x : a) if (x < 0) x += mod;
}
void ntt(vector<ll>& input) {
_ntt(input, 1);
}
void intt(vector<ll>& input) {
_ntt(input, -1);
const int n_inv = mod_inv(sz(input), mod);
for (auto& x : input) x = x * n_inv % mod;
}
//
vector<ll> convolution(const vector<ll>& a, const vector<ll>& b){
int ntt_size = 1;
while (ntt_size < sz(a) + sz(b)) ntt_size *= 2;
vector<ll> _a = a, _b = b;
_a.resize(ntt_size); _b.resize(ntt_size);
ntt(_a);
ntt(_b);
FOR(i, ntt_size){
(_a[i] *= _b[i]) %= mod;
}
intt(_a);
return _a;
}
};
ll garner(vector<Pii> mr, int mod){
mr.emplace_back(mod, 0);
vector<ll> coffs(sz(mr), 1);
vector<ll> constants(sz(mr), 0);
FOR(i, sz(mr) - 1){
// coffs[i] * v + constants[i] == mr[i].second (mod mr[i].first)
ll v = (mr[i].second - constants[i]) * mod_inv<ll>(coffs[i], mr[i].first) % mr[i].first;
if (v < 0) v += mr[i].first;
for (int j = i + 1; j < sz(mr); j++) {
(constants[j] += coffs[j] * v) %= mr[j].first;
(coffs[j] *= mr[i].first) %= mr[j].first;
}
}
return constants[sz(mr) - 1];
}
typedef NTT<167772161, 3> NTT_1;
typedef NTT<469762049, 3> NTT_2;
typedef NTT<1224736769, 3> NTT_3;
//mod O(n log n)
vector<ll> int32mod_convolution(vector<ll> a, vector<ll> b,int mod){
for (auto& x : a) x %= mod;
for (auto& x : b) x %= mod;
NTT_1 ntt1; NTT_2 ntt2; NTT_3 ntt3;
auto x = ntt1.convolution(a, b);
auto y = ntt2.convolution(a, b);
auto z = ntt3.convolution(a, b);
vector<ll> ret(sz(x));
vector<Pii> mr(3);
FOR(i, sz(x)){
mr[0].first = ntt1.get_mod(), mr[0].second = (int)x[i];
mr[1].first = ntt2.get_mod(), mr[1].second = (int)y[i];
mr[2].first = ntt3.get_mod(), mr[2].second = (int)z[i];
ret[i] = garner(mr, mod);
}
return ret;
}
// garnerversion
vector<ll> fast_int32mod_convolution(vector<ll> a, vector<ll> b,int mod){
for (auto& x : a) x %= mod;
for (auto& x : b) x %= mod;
NTT_1 ntt1; NTT_2 ntt2; NTT_3 ntt3;
assert(ntt1.get_mod() < ntt2.get_mod() && ntt2.get_mod() < ntt3.get_mod());
auto x = ntt1.convolution(a, b);
auto y = ntt2.convolution(a, b);
auto z = ntt3.convolution(a, b);
// garner
const ll m1 = ntt1.get_mod(), m2 = ntt2.get_mod(), m3 = ntt3.get_mod();
const ll m1_inv_m2 = mod_inv<ll>(m1, m2);
const ll m12_inv_m3 = mod_inv<ll>(m1 * m2, m3);
const ll m12_mod = m1 * m2 % mod;
vector<ll> ret(sz(x));
FOR(i, sz(x)){
ll v1 = (y[i] - x[i]) * m1_inv_m2 % m2;
if (v1 < 0) v1 += m2;
ll v2 = (z[i] - (x[i] + m1 * v1) % m3) * m12_inv_m3 % m3;
if (v2 < 0) v2 += m3;
ll constants3 = (x[i] + m1 * v1 + m12_mod * v2) % mod;
if (constants3 < 0) constants3 += mod;
ret[i] = constants3;
}
return ret;
}
const ll mod = 258280327;
int main(){
ios::sync_with_stdio(false);
cin.tie(0);
cout << setprecision(10) << fixed;
int n; cin >> n;
vector<ll> f(n+1);
for(int i = 0; i <= n; i++){
cin >> f[i];
}
int m; cin >> m;
vector<ll> g(m+1);
for(int i = 0; i <= m; i++){
cin >> g[i];
}
if(n == 0 && f[0] == 0){
cout << 0 << endl;
cout << 0 << endl;
return 0;
}
if(m == 0 && g[0] == 0){
cout << 0 << endl;
cout << 0 << endl;
return 0;
}
for(int i = 0; i <= n; i++) f[i] %= mod;
for(int i = 0; i <= m; i++) g[i] %= mod;
auto h = fast_int32mod_convolution(f, g, mod);
while(h.size() > n+m+1) h.pop_back();
cout << h.size()-1 << endl;
print_vector(h);
}
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