competitive

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:heavy_check_mark: verify/yosupo-convolution_mod.test.cpp

Depends on

Code

#define PROBLEM "https://judge.yosupo.jp/problem/convolution_mod"
#include "template"

#include "convolution"


int main() { IO();
    int T=1;
    // cin >> T;

    while (T--) solve();
}

void solve() {
    int n, m; cin >> n >> m;
    vi a(n), b(m); cin >> a; cin >> b;
    vi c = convolution(a, b);
    cout << c;
}
#line 1 "verify/yosupo-convolution_mod.test.cpp"
#define PROBLEM "https://judge.yosupo.jp/problem/convolution_mod"
#line 2 "util/template.hpp"
#ifdef poe
#define debug(x) cerr<<#x<<": "<<x<<endl
#else
#define debug(x)
// #pragma GCC target("arch=skylake-avx512")
// #pragma GCC target("avx2")
// #pragma GCC optimize("O3")
// #pragma GCC optimize("unroll-loops")
#endif
#include<bits/stdc++.h>
using namespace std;
using ll=long long;
using ull=unsigned long long;
using ld=long double;
using pi=pair<int,int>;
using pll=pair<ll,ll>;
using str=string;
template<class T>using vec=vector<T>;
using vi=vec<int>;using vvi=vec<vi>;using vvvi=vec<vvi>;using vvvvi=vec<vvvi>;using vvvvvi=vec<vvvvi>;
using vll=vec<ll>;using vvll=vec<vll>;using vvvll=vec<vvll>;using vvvvll=vec<vvvll>;using vvvvvll=vec<vvvvll>;
using vpi=vec<pi>;using vvpi=vec<vpi>;using vvvpi=vec<vvpi>;using vvvvpi=vec<vvvpi>;using vvvvvpi=vec<vvvvpi>;
using vpll=vec<pll>;using vvpll=vec<vpll>;using vvvpll=vec<vvpll>;using vvvvpll=vec<vvvpll>;using vvvvvpll=vec<vvvvpll>;
template<class T>using pq=priority_queue<T,vector<T>>;
template<class T>using pqg=priority_queue<T,vector<T>,greater<T>>;
#define rep(i,n) for(int i=0;i<(int)(n);i++)
#define rep1(i,n) for(int i=1;i<=(int)(n);i++)
#define per(i,n) for(int i=(int)(n)-1;0<=i;i--)
#define per1(i,n) for(int i=(int)(n);0<i;i--)
#define range(i,x) for(auto&i:x)
#define range2(i,j,x) for(auto&[i,j]:x)
#define all(x) (x).begin(),(x).end()
#define rall(x) (x).rbegin(),(x).rend()
#define Sort(x) sort((x).begin(),(x).end())
#define troS(x) sort((x).rbegin(),(x).rend())
#define Reverse(x) reverse((x).begin(),(x).end())
#define uniq(x) sort((x).begin(),(x).end());(x).erase(unique((x).begin(),(x).end()),(x).end())
#define nextp(x) next_permutation((x).begin(),(x).end())
#define nextc(x,k) next_combination((x).begin(),(x).end(),k)
#define bit(x,i) (((x)>>(i))&1)
#define pf push_front
#define pb push_back
#define df pop_front
#define db pop_back
#define fi first
#define se second
#define elif else if
#define Yes cout<<"Yes"<<'\n'
#define No cout<<"No"<<'\n'
#define YN(x) cout<<((x)?"Yes":"No")<<'\n'
#define O(x) cout<<(x)<<'\n'
#define ismid(a,b,c) ((a)<=(b)&&(b)<(c))
template<class S,class T>bool chmin(S&a,T b){if(a>b){a=b;return true;}return false;}
template<class S,class T>bool chmax(S&a,T b){if(a<b){a=b;return true;}return false;}
template<class T>bool next_combination(T l,T r,int k){T m=l+k;if(l==r||l==m||r==m)return false;T t=m;while(l!=t){t--;if(*t<*(r-1)){T d=m;while(*t>=*d)d++;iter_swap(t,d);rotate(t+1,d+1,r);rotate(m,m+(r-d)-1,r);return true;}}rotate(l,m,r);return false;}
template<class T>T Min(T a,T b){return a<b?a:b;}
template<class T,class...Args>T Min(T a,T b,Args...args){return Min(Min(a,b),args...);}
template<class T>T Max(T a,T b){return a>b?a:b;}
template<class T,class...Args>T Max(T a,T b,Args...args){return Max(Max(a,b),args...);}
template<class T>T Sum(T a){return a;}
template<class T,class... Args>T Sum(T a,Args... args){return a+Sum(args...);}
template<class T>T Max(const vector<T>&v){return *max_element(all(v));}
template<class T>T Min(const vector<T>&v){return *min_element(all(v));}
template<class T>T Sum(const vector<T>&v){return accumulate(all(v),T(0));}
template<class S,class T>T Max(const pair<S,T>&p){return max(p.first,p.second);}
template<class S,class T>T Min(const pair<S,T>&p){return min(p.first,p.second);}
template<class S,class T>T Sum(const pair<S,T>&p){return p.first+p.second;}
template<class S,class T>istream&operator>>(istream&s,pair<S,T>&p){s>>p.first>>p.second;return s;}
template<class S,class T>ostream&operator<<(ostream&s,pair<S,T>&p){s<<p.first<<' '<<p.second<<'\n';return s;}
template<class T>istream&operator>>(istream&s,vector<T>&v){for(auto&i:v)s>>i;return s;}
template<class T>ostream&operator<<(ostream&s,vector<T>&v){for(auto&i:v)s<<i<<' ';s<<'\n';return s;}
template<class F>long long bsearch(long long ok,long long ng,F&f){while(abs(ok-ng)>1){long long mid=(ok+ng)/2;if(f(mid))ok=mid;else ng=mid;}return ok;}
const int dxy[5]={0,1,0,-1,0};
const int dx[8]={0,1,0,-1,1,1,-1,-1};
const int dy[8]={1,0,-1,0,1,-1,1,-1};
#define nl '\n'
#define sp ' '
#define inf ((1<<30)-(1<<15))
#define INF (1LL<<61)
#define mod 998244353

void IO() {
    ios::sync_with_stdio(false);
    cin.tie(nullptr);
    cout<<fixed<<setprecision(30);
}

void solve();
#line 3 "math/modint.hpp"
using namespace std;
long long modint_MOD = 998244353;
// mod の値を変更する(デフォルトは998244353)
void setmod(long long x) { modint_MOD = x; }
struct mint {
    long long val;
    mint(long long x=0) {
        val=(x%modint_MOD+modint_MOD)%modint_MOD;
    }
    mint& operator+=(const mint& a) { val = (val + a.val) % modint_MOD; return *this; }
    mint& operator-=(const mint& a) { val = (val - a.val + modint_MOD) % modint_MOD; return *this; }
    mint& operator*=(const mint& a) { val = val * a.val % modint_MOD ; return *this; }
    mint& operator/=(const mint& a) { return *this *= a.inv(); }
    mint operator+(const mint& a) const { return mint(*this) += a; }
    mint operator-(const mint& a) const { return mint(*this) -= a; }
    mint operator*(const mint& a) const { return mint(*this) *= a; }
    mint operator/(const mint& a) const { return mint(*this) /= a; }
    bool operator==(const mint& a) const { return val == a.val; }
    bool operator!=(const mint& a) const { return val != a.val; }
    mint& operator+=(int a) { return *this += mint(a); }
    mint& operator-=(int a) { return *this -= mint(a); }
    mint& operator*=(int a) { return *this *= mint(a); }
    mint& operator/=(int a) { return *this /= mint(a); }
    mint operator+(int a) const { return mint(*this) += a; }
    mint operator-(int a) const { return mint(*this) -= a; }
    mint operator*(int a) const { return mint(*this) *= a; }
    mint operator/(int a) const { return mint(*this) /= a; }
    bool operator==(int a) const { return val == mint(a).val; }
    bool operator!=(int a) const { return val != mint(a).val; }
    friend mint operator+(int a,const mint& b) { return mint(a) + b; }
    friend mint operator-(int a,const mint& b) { return mint(a) - b; }
    friend mint operator*(int a,const mint& b) { return mint(a) * b; }
    friend mint operator/(int a,const mint& b) { return mint(a) / b; }
    friend bool operator==(int a, const mint& b) { return mint(a) == b; }
    friend bool operator!=(int a, const mint& b) { return mint(a) != b; }
    mint& operator++() { return *this += 1; }
    mint operator++(int) { mint r = *this; *this += 1; return r; }
    mint& operator--() { return *this -= 1; }
    mint operator--(int) { mint r = *this; *this -= 1; return r; }
    // modpow を計算する。計算量O(log mod)
    mint pow(long long n) const {
        if (n != 0) n = ((n-2) % (modint_MOD-1) + modint_MOD) % (modint_MOD-1) + 1;
        mint r = 1, a = *this;
        while (n) {
            if (n & 1) r *= a;
            a *= a;
            n >>= 1;
        }
        return r;
    }
    mint inv() const { return pow(-1); }
    friend ostream& operator<<(ostream&s, const mint& a) { return s << a.val; }
    friend istream& operator>>(istream&s, mint& a) { long long x; s >> x; a = mint(x); return s; }
};
vector<mint>fac, ifac;
// n までの階乗を前計算する。O(n)
void buildfac(int n) {
    fac.resize(n + 1);
    ifac.resize(n + 1);
    fac[0] = 1;
    for (int i=1; i<=n; i++) fac[i] = fac[i-1] * i;
    ifac[n] = mint(1) / fac[n];
    for (int i=n; 0<i; i--) ifac[i-1] = ifac[i] * i;
}
// nCk を求める。buildfacの呼び出しが必須。O(1)
mint comb(int n,int k) { return (0 <= k && k <= n ) ? fac[n] * ifac[k] * ifac[n-k] : 0; }
// nPk を求める。buildfacの呼び出しが必須。O(1)
mint perm(int n,int k) { return (0 <= k && k <= n ) ? fac[n] * ifac[n-k] : 0; }
#line 4 "math/NTT.hpp"
using namespace std;
void NTT(vector<mint>& a, bool invert=false) {
    int n = a.size();
    for (int i=1, j=0; i<n; i++) {
        int b;
        for (b=n>>1; j&b; b>>=1) j ^= b;
        j ^= b;
        if (i < j) swap(a[i], a[j]);
    }
    for (int len=2; len<=n; len<<=1) {
        mint wlen = mint(3).pow((998244353 - 1) / len);
        if (invert) wlen = wlen.inv();
        for (int i=0; i<n; i+=len) {
            mint w = 1;
            for (int j=0; j<len/2; j++) {
                mint u = a[i+j], v = a[i+j+len/2] * w;
                a[i+j] = u + v;
                a[i+j+len/2] = u - v;
                w *= wlen;
            }
        }
    }
    if (invert) {
        mint inv_n = mint(n).inv();
        for (auto& x : a) x *= inv_n;
    }
}
#line 4 "math/convolution.hpp"
using namespace std;
vector<int> convolution(vector<int>& a, vector<int>& b) {
    int n=1;
    while (n < a.size()+b.size()-1) n <<= 1;
    vector<mint> A(n), B(n);
    for (int i=0; i<a.size(); i++) {
        A[i] = mint(a[i]);
    }
    for (int i=0; i<b.size(); i++) {
        B[i] = mint(b[i]);
    }
    NTT(A, false);
    NTT(B, false);
    for (int i=0; i<n; i++) {
        A[i] *= B[i];
    }
    NTT(A, true);
    vector<int> re(a.size()+b.size()-1);
    for (int i=0; i<a.size()+b.size()-1; i++) {
        re[i] = A[i].val;
    }
    return re;
}
#line 4 "verify/yosupo-convolution_mod.test.cpp"

int main() { IO();
    int T=1;
    // cin >> T;

    while (T--) solve();
}

void solve() {
    int n, m; cin >> n >> m;
    vi a(n), b(m); cin >> a; cin >> b;
    vi c = convolution(a, b);
    cout << c;
}
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