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Polynomial(NTT).cpp
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174 lines (164 loc) · 4.64 KB
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// NTT
constexpr int P = 998244353, R = 3;
int norm(int x) {
return x >= P ? (x - P) : x;
}
void inc(int &x, int y) {
x += y;
if (x >= P) x -= P;
}
int power(int a, int b) {
int r = 1;
while (b) {
if (b & 1) r = 1ll * r * a % P;
a = 1ll * a * a % P;
b >>= 1;
}
return r;
}
void dft(std::vector<int> &a) {
static std::vector<int> rev, roots{0, 1};
int n = a.size();
if (int(rev.size()) != n) {
int k = __builtin_ctz(n) - 1;
rev.resize(n);
for (int i = 0; i < n; ++i)
rev[i] = (rev[i >> 1] >> 1) | ((i & 1) << k);
}
for (int i = 0; i < n; ++i)
if (rev[i] < i) std::swap(a[rev[i]], a[i]);
if (int(roots.size()) < n) {
int k = __builtin_ctz(roots.size());
roots.resize(n);
while ((1 << k) < n) {
int wn = power(R, (P - 1) >> (k + 1));
for (int i = 1 << (k - 1); i < (1 << k); ++i) {
roots[i * 2] = roots[i];
roots[i * 2 + 1] = 1ll * roots[i] * wn % P;
}
++k;
}
}
for (int k = 1; k < n; k *= 2) {
for (int i = 0; i < n; i += k * 2) {
for (int j = 0; j < k; ++j) {
int x = a[i + j];
int y = 1ll * a[i + k + j] * roots[k + j] % P;
a[i + j] = norm(x + y);
a[i + k + j] = norm(x - y + P);
}
}
}
}
void idft(std::vector<int> &a) {
int n = a.size();
std::reverse(a.begin() + 1, a.end());
dft(a);
int invn = power(n, P - 2);
for (int i = 0; i < n; ++i) a[i] = 1ll * a[i] * invn % P;
}
std::vector<int> operator *(std::vector<int> a, std::vector<int> b) {
int tot = a.size() + b.size() - 1;
int n = 1;
while (n < tot) n *= 2;
std::vector<int> res(n);
a.resize(n);
b.resize(n);
dft(a);
dft(b);
for (int i = 0; i < n; ++i) res[i] = 1ll * a[i] * b[i] % P;
idft(res);
res.resize(tot);
return res;
}
struct Poly {
std::vector<int> a;
Poly() {}
Poly(int a0) {
if (a0) a = {a0};
}
Poly(const std::vector<int> &a1) : a(a1) {
while (!a.empty() && !a.back()) a.pop_back();
}
int size() const { return a.size(); }
int operator [](const int k) const {
if (k < 0 || k >= size()) return 0;
return a[k];
}
Poly modxk(int k) const {
return Poly(std::vector<int>(a.begin(), a.begin() + std::min(k, size())));
}
friend Poly operator +(const Poly &a, const Poly &b) {
std::vector<int> res(std::max(a.size(), b.size()));
for (int i = 0; i < int(res.size()); ++i) res[i] = norm(a[i] + b[i]);
return Poly(res);
}
friend Poly operator -(const Poly &a, const Poly &b) {
std::vector<int> res(std::max(a.size(), b.size()));
for (int i = 0; i < int(res.size()); ++i) res[i] = norm(a[i] - b[i] + P);
return Poly(res);
}
friend Poly operator *(Poly a, Poly b) {
int tot = a.size() + b.size() - 1;
int n = 1;
while (n < tot) n *= 2;
std::vector<int> res(n);
a.a.resize(n);
b.a.resize(n);
dft(a.a);
dft(b.a);
for (int i = 0; i < n; ++i) res[i] = 1ll * a[i] * b[i] % P;
idft(res);
return Poly(res);
}
Poly inv(int m) const {
Poly f(power(a[0], P - 2));
int k = 1;
while (k < m) {
k *= 2;
f = (f * (2 - modxk(k) * f)).modxk(k);
}
return f.modxk(m);
}
Poly deriv() const {
if (!size()) return Poly();
std::vector<int> res(size() - 1);
for (int i = 0; i < size() - 1; ++i)
res[i] = 1ll * (i + 1) * a[i + 1] % P;
return Poly(res);
}
Poly integr() const {
if (!size()) return Poly();
std::vector<int> res(size() + 1);
for (int i = 0; i < size(); ++i)
res[i + 1] = 1ll * power(i + 1, P - 2) * a[i] % P;
return Poly(res);
}
Poly log(int m) const {
return (deriv() * inv(m)).integr().modxk(m);
}
Poly exp(int m) const {
Poly f(1);
int k = 1;
while (k < m) {
k *= 2;
f = (f * (1 - f.log(k) + modxk(k))).modxk(k);
}
return f.modxk(m);
}
Poly rev(int m = -1) const {
auto b = a;
if (~m) b.resize(m);
std::reverse(b.begin(), b.end());
return Poly(b);
}
Poly mod(Poly g) const {
int n = size();
int m = g.size();
if (n < m) return *this;
Poly f(a);
int lim = n - m + 1;
auto q = (f.rev().modxk(lim) * g.rev().modxk(lim).inv(lim)).rev(lim);
return (f - q * g).modxk(m);
}
};