結果

問題 No.2985 May Count Induced C4 Subgraphs
ユーザー akakimidori
提出日時 2024-12-10 21:30:01
言語 Rust
(1.83.0 + proconio)
結果
AC  
実行時間 2,041 ms / 5,000 ms
コード長 22,808 bytes
コンパイル時間 19,415 ms
コンパイル使用メモリ 377,756 KB
実行使用メモリ 35,332 KB
最終ジャッジ日時 2024-12-10 21:30:42
合計ジャッジ時間 33,885 ms
ジャッジサーバーID
(参考情報)
judge2 / judge4
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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

// 0: 0000
// 1: 0011
// 2: 0112
// 3: 0222
// 4: 1113
// 5: 1122
// 6: 1223
// 7: 2222
// 8: 2233
// 9: 3333
type M = ModInt<998244353>;
fn main() {
input! {
n: usize,
m: usize,
e: [(usize1, usize1); m],
}
if n < 4 {
println!("0 0");
return;
}
let mut deg = vec![0; n];
for &(a, b) in e.iter() {
deg[a] += 1;
deg[b] += 1;
}
let pc = Precalc::new(n + m);
let mut mat = vec![];
// C(V, 4)
mat.push(([1; 11], pc.binom(n, 4)));
// E * C(V - 2, 2)
mat.push((
[0, 1, 2, 3, 2, 3, 3, 4, 4, 5, 6],
pc.binom(n - 2, 2) * M::from(m),
));
// sum_v C(D(v), 2) * (V-3)
let s = deg.iter().fold(M::zero(), |s, d| s + pc.binom(*d, 2)) * M::from(n - 3);
mat.push(([0, 0, 1, 3, 0, 3, 2, 5, 4, 8, 12], s));
// C_3 * (V-3)
let mut cnt = 0;
enumerate_triangles(n, e.clone(), |_, _, _, _, _, _| cnt += 1);
mat.push(([0, 0, 0, 1, 0, 0, 0, 1, 0, 2, 4], M::from(cnt * (n - 3))));
// C(E, 2) - sum_v C(D(v), 2)
let s = pc.binom(m, 2) - deg.iter().fold(M::zero(), |s, d| s + pc.binom(*d, 2));
mat.push(([0, 0, 0, 0, 1, 0, 1, 1, 2, 2, 3], s));
// sum_v C(D(v), 3)
let s = deg.iter().fold(M::zero(), |s, d| s + pc.binom(*d, 3));
mat.push(([0, 0, 0, 0, 0, 1, 0, 1, 0, 2, 4], s));
// sum_{(u, v) \in E} (D(v)-1)(D(u)-1) - 3C_3
let s = M::from(e.iter().fold(0, |s, e| s + (deg[e.0] - 1) * (deg[e.1] - 1)) - 3 * cnt);
mat.push(([0, 0, 0, 0, 0, 0, 1, 2, 4, 6, 12], s));
// sum_{c is C_3} sum_{v \in c} (D(v)-2)
let mut sum = 0;
enumerate_triangles(n, e.clone(), |a, b, c, _, _, _| {
for &a in [a, b, c].iter() {
sum += deg[a] - 2;
}
});
mat.push(([0, 0, 0, 0, 0, 0, 0, 1, 0, 4, 12], M::from(sum)));
// C_4
let cnt = count_c4(n, e.clone());
mat.push(([0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 3], M::from(cnt)));
// sum_e C(#{c|c is C3, e \in c}, 2)
let mut memo = vec![0; m];
enumerate_triangles(n, e.clone(), |_, _, _, x, y, z| {
memo[x] += 1;
memo[y] += 1;
memo[z] += 1;
});
let s = memo.iter().fold(M::zero(), |s, a| s + pc.binom(*a, 2));
mat.push(([0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 6], s));
let mut mat = mat
.into_iter()
.map(|m| {
let mut a = [M::zero(); 12];
for i in 0..11 {
a[i] = M::new(m.0[i]);
}
a[11] = m.1;
a
})
.collect::<Vec<_>>();
let order = [1, 2, 3, 4, 5, 6, 7, 9, 10];
let mut po = 0;
for &x in order.iter() {
if let Some(y) = (po..mat.len()).find(|v| !mat[*v][x].is_zero()) {
mat.swap(y, po);
let mut src = mat[po];
let inv = src[x].inv();
for s in src.iter_mut() {
*s *= inv;
}
for mat in mat.iter_mut() {
let m = mat[x];
for (mat, s) in mat.iter_mut().zip(src.iter()) {
*mat -= *s * m;
}
}
mat[po] = src;
po += 1;
}
}
let mut last = mat.pop().unwrap();
let inv = last[0].inv();
for v in last.iter_mut() {
*v *= inv;
}
println!("{} {}", last[8], last[11]);
}
pub fn count_c4(n: usize, e: Vec<(usize, usize)>) -> usize {
let mut deg = vec![0; n];
for &(a, b) in e.iter() {
deg[a] += 1;
deg[b] += 1;
}
let mut ord = (0..n).collect::<Vec<_>>();
ord.sort_by_key(|x| deg[*x]);
let mut inv = vec![0; n];
for i in 0..n {
inv[ord[i]] = i;
}
let mut g = deg
.iter()
.map(|d| Vec::with_capacity(*d))
.collect::<Vec<_>>();
for &(a, b) in e.iter() {
g[a].push(b);
g[b].push(a);
}
for g in g.iter_mut() {
g.sort_by_key(|v| inv[*v]);
}
let mut ans = 0;
let mut dp = vec![0; n];
for &v in ord.iter().rev() {
let list = std::mem::take(&mut g[v]);
for &u in list.iter() {
g[u].pop();
for &w in g[u].iter() {
ans += dp[w];
dp[w] += 1;
}
}
for &u in list.iter() {
for &w in g[u].iter() {
dp[w] = 0;
}
}
}
ans
}
pub fn enumerate_triangles<F>(n: usize, e: Vec<(usize, usize)>, mut f: F)
where
F: FnMut(usize, usize, usize, usize, usize, usize),
{
assert!(e.iter().all(|e| e.0 != e.1 && e.0.max(e.1) < n));
let mut deg = vec![0; n];
for e in e.iter() {
deg[e.0] += 1;
deg[e.1] += 1;
}
let mut g = deg
.iter()
.map(|d| Vec::with_capacity(*d))
.collect::<Vec<_>>();
for (i, &(mut a, mut b)) in e.iter().enumerate() {
if (deg[a], a) > (deg[b], b) {
std::mem::swap(&mut a, &mut b);
}
g[a].push((b, i));
}
let mut elem = vec![!0; n];
for (a, ga) in g.iter().enumerate() {
for &b in ga.iter() {
g[b.0].iter().for_each(|c| elem[c.0] = c.1);
ga.iter()
.filter(|c| elem[c.0] != !0)
.for_each(|c| f(a, b.0, c.0, b.1, c.1, elem[c.0]));
g[b.0].iter().for_each(|c| elem[c.0] = !0);
}
}
}
// ---------- begin input macro ----------
// reference: https://qiita.com/tanakh/items/0ba42c7ca36cd29d0ac8
#[macro_export]
macro_rules! input {
(source = $s:expr, $($r:tt)*) => {
let mut iter = $s.split_whitespace();
input_inner!{iter, $($r)*}
};
($($r:tt)*) => {
let s = {
use std::io::Read;
let mut s = String::new();
std::io::stdin().read_to_string(&mut s).unwrap();
s
};
let mut iter = s.split_whitespace();
input_inner!{iter, $($r)*}
};
}
#[macro_export]
macro_rules! input_inner {
($iter:expr) => {};
($iter:expr, ) => {};
($iter:expr, $var:ident : $t:tt $($r:tt)*) => {
let $var = read_value!($iter, $t);
input_inner!{$iter $($r)*}
};
}
#[macro_export]
macro_rules! read_value {
($iter:expr, ( $($t:tt),* )) => {
( $(read_value!($iter, $t)),* )
};
($iter:expr, [ $t:tt ; $len:expr ]) => {
(0..$len).map(|_| read_value!($iter, $t)).collect::<Vec<_>>()
};
($iter:expr, chars) => {
read_value!($iter, String).chars().collect::<Vec<char>>()
};
($iter:expr, bytes) => {
read_value!($iter, String).bytes().collect::<Vec<u8>>()
};
($iter:expr, usize1) => {
read_value!($iter, usize) - 1
};
($iter:expr, $t:ty) => {
$iter.next().unwrap().parse::<$t>().expect("Parse error")
};
}
// ---------- end input macro ----------
use std::ops::*;
// ---------- begin trait ----------
pub trait Zero: Sized + Add<Self, Output = Self> {
fn zero() -> Self;
fn is_zero(&self) -> bool;
}
pub trait One: Sized + Mul<Self, Output = Self> {
fn one() -> Self;
fn is_one(&self) -> bool;
}
pub trait SemiRing: Zero + One {}
pub trait Ring: SemiRing + Sub<Output = Self> + Neg<Output = Self> {}
pub trait Field: Ring + Div<Output = Self> {}
impl<T> SemiRing for T where T: Zero + One {}
impl<T> Ring for T where T: SemiRing + Sub<Output = Self> + Neg<Output = Self> {}
impl<T> Field for T where T: Ring + Div<Output = Self> {}
// ---------- end trait ----------
// ---------- begin modint ----------
pub const fn pow_mod(mut r: u32, mut n: u32, m: u32) -> u32 {
let mut t = 1;
while n > 0 {
if n & 1 == 1 {
t = (t as u64 * r as u64 % m as u64) as u32;
}
r = (r as u64 * r as u64 % m as u64) as u32;
n >>= 1;
}
t
}
pub const fn primitive_root(p: u32) -> u32 {
let mut m = p - 1;
let mut f = [1; 30];
let mut k = 0;
let mut d = 2;
while d * d <= m {
if m % d == 0 {
f[k] = d;
k += 1;
}
while m % d == 0 {
m /= d;
}
d += 1;
}
if m > 1 {
f[k] = m;
k += 1;
}
let mut g = 1;
while g < p {
let mut ok = true;
let mut i = 0;
while i < k {
ok &= pow_mod(g, (p - 1) / f[i], p) > 1;
i += 1;
}
if ok {
break;
}
g += 1;
}
g
}
pub const fn is_prime(n: u32) -> bool {
if n <= 1 {
return false;
}
let mut d = 2;
while d * d <= n {
if n % d == 0 {
return false;
}
d += 1;
}
true
}
#[derive(Clone, Copy, PartialEq, Eq)]
pub struct ModInt<const M: u32>(u32);
impl<const M: u32> ModInt<{ M }> {
const REM: u32 = {
let mut t = 1u32;
let mut s = !M + 1;
let mut n = !0u32 >> 2;
while n > 0 {
if n & 1 == 1 {
t = t.wrapping_mul(s);
}
s = s.wrapping_mul(s);
n >>= 1;
}
t
};
const INI: u64 = ((1u128 << 64) % M as u128) as u64;
const IS_PRIME: () = assert!(is_prime(M));
const PRIMITIVE_ROOT: u32 = primitive_root(M);
const ORDER: usize = 1 << (M - 1).trailing_zeros();
const fn reduce(x: u64) -> u32 {
let _ = Self::IS_PRIME;
let b = (x as u32 * Self::REM) as u64;
let t = x + b * M as u64;
let mut c = (t >> 32) as u32;
if c >= M {
c -= M;
}
c as u32
}
const fn multiply(a: u32, b: u32) -> u32 {
Self::reduce(a as u64 * b as u64)
}
pub const fn new(v: u32) -> Self {
assert!(v < M);
Self(Self::reduce(v as u64 * Self::INI))
}
pub const fn const_mul(&self, rhs: Self) -> Self {
Self(Self::multiply(self.0, rhs.0))
}
pub const fn pow(&self, mut n: u64) -> Self {
let mut t = Self::new(1);
let mut r = *self;
while n > 0 {
if n & 1 == 1 {
t = t.const_mul(r);
}
r = r.const_mul(r);
n >>= 1;
}
t
}
pub const fn inv(&self) -> Self {
assert!(self.0 != 0);
self.pow(M as u64 - 2)
}
pub const fn get(&self) -> u32 {
Self::reduce(self.0 as u64)
}
pub const fn zero() -> Self {
Self::new(0)
}
pub const fn one() -> Self {
Self::new(1)
}
}
impl<const M: u32> Add for ModInt<{ M }> {
type Output = Self;
fn add(self, rhs: Self) -> Self::Output {
let mut v = self.0 + rhs.0;
if v >= M {
v -= M;
}
Self(v)
}
}
impl<const M: u32> Sub for ModInt<{ M }> {
type Output = Self;
fn sub(self, rhs: Self) -> Self::Output {
let mut v = self.0 - rhs.0;
if self.0 < rhs.0 {
v += M;
}
Self(v)
}
}
impl<const M: u32> Mul for ModInt<{ M }> {
type Output = Self;
fn mul(self, rhs: Self) -> Self::Output {
self.const_mul(rhs)
}
}
impl<const M: u32> Div for ModInt<{ M }> {
type Output = Self;
fn div(self, rhs: Self) -> Self::Output {
self * rhs.inv()
}
}
impl<const M: u32> AddAssign for ModInt<{ M }> {
fn add_assign(&mut self, rhs: Self) {
*self = *self + rhs;
}
}
impl<const M: u32> SubAssign for ModInt<{ M }> {
fn sub_assign(&mut self, rhs: Self) {
*self = *self - rhs;
}
}
impl<const M: u32> MulAssign for ModInt<{ M }> {
fn mul_assign(&mut self, rhs: Self) {
*self = *self * rhs;
}
}
impl<const M: u32> DivAssign for ModInt<{ M }> {
fn div_assign(&mut self, rhs: Self) {
*self = *self / rhs;
}
}
impl<const M: u32> Neg for ModInt<{ M }> {
type Output = Self;
fn neg(self) -> Self::Output {
if self.0 == 0 {
self
} else {
Self(M - self.0)
}
}
}
impl<const M: u32> std::fmt::Display for ModInt<{ M }> {
fn fmt<'a>(&self, f: &mut std::fmt::Formatter<'a>) -> std::fmt::Result {
write!(f, "{}", self.get())
}
}
impl<const M: u32> std::fmt::Debug for ModInt<{ M }> {
fn fmt<'a>(&self, f: &mut std::fmt::Formatter<'a>) -> std::fmt::Result {
write!(f, "{}", self.get())
}
}
impl<const M: u32> std::str::FromStr for ModInt<{ M }> {
type Err = std::num::ParseIntError;
fn from_str(s: &str) -> Result<Self, Self::Err> {
let val = s.parse::<u32>()?;
Ok(ModInt::new(val))
}
}
impl<const M: u32> From<usize> for ModInt<{ M }> {
fn from(val: usize) -> ModInt<{ M }> {
ModInt::new((val % M as usize) as u32)
}
}
// ---------- end modint ----------
// ---------- begin precalc ----------
pub struct Precalc<const MOD: u32> {
fact: Vec<ModInt<MOD>>,
ifact: Vec<ModInt<MOD>>,
inv: Vec<ModInt<MOD>>,
}
impl<const MOD: u32> Precalc<MOD> {
pub fn new(size: usize) -> Self {
let mut fact = vec![ModInt::one(); size + 1];
let mut ifact = vec![ModInt::one(); size + 1];
let mut inv = vec![ModInt::one(); size + 1];
for i in 2..=size {
fact[i] = fact[i - 1] * ModInt::from(i);
}
ifact[size] = fact[size].inv();
for i in (2..=size).rev() {
inv[i] = ifact[i] * fact[i - 1];
ifact[i - 1] = ifact[i] * ModInt::from(i);
}
Self { fact, ifact, inv }
}
pub fn fact(&self, n: usize) -> ModInt<MOD> {
self.fact[n]
}
pub fn ifact(&self, n: usize) -> ModInt<MOD> {
self.ifact[n]
}
pub fn inv(&self, n: usize) -> ModInt<MOD> {
assert!(0 < n);
self.inv[n]
}
pub fn perm(&self, n: usize, k: usize) -> ModInt<MOD> {
if k > n {
return ModInt::zero();
}
self.fact[n] * self.ifact[n - k]
}
pub fn binom(&self, n: usize, k: usize) -> ModInt<MOD> {
if n < k {
return ModInt::zero();
}
self.fact[n] * self.ifact[k] * self.ifact[n - k]
}
}
// ---------- end precalc ----------
impl<const M: u32> Zero for ModInt<{ M }> {
fn zero() -> Self {
Self::zero()
}
fn is_zero(&self) -> bool {
self.0 == 0
}
}
impl<const M: u32> One for ModInt<{ M }> {
fn one() -> Self {
Self::one()
}
fn is_one(&self) -> bool {
self.get() == 1
}
}
// ---------- begin array op ----------
struct NTTPrecalc<const M: u32> {
sum_e: [ModInt<{ M }>; 30],
sum_ie: [ModInt<{ M }>; 30],
}
impl<const M: u32> NTTPrecalc<{ M }> {
const fn new() -> Self {
let cnt2 = (M - 1).trailing_zeros() as usize;
let root = ModInt::new(ModInt::<{ M }>::PRIMITIVE_ROOT);
let zeta = root.pow((M - 1) as u64 >> cnt2);
let mut es = [ModInt::zero(); 30];
let mut ies = [ModInt::zero(); 30];
let mut sum_e = [ModInt::zero(); 30];
let mut sum_ie = [ModInt::zero(); 30];
let mut e = zeta;
let mut ie = e.inv();
let mut i = cnt2;
while i >= 2 {
es[i - 2] = e;
ies[i - 2] = ie;
e = e.const_mul(e);
ie = ie.const_mul(ie);
i -= 1;
}
let mut now = ModInt::one();
let mut inow = ModInt::one();
let mut i = 0;
while i < cnt2 - 1 {
sum_e[i] = es[i].const_mul(now);
sum_ie[i] = ies[i].const_mul(inow);
now = ies[i].const_mul(now);
inow = es[i].const_mul(inow);
i += 1;
}
Self { sum_e, sum_ie }
}
}
struct NTTPrecalcHelper<const MOD: u32>;
impl<const MOD: u32> NTTPrecalcHelper<MOD> {
const A: NTTPrecalc<MOD> = NTTPrecalc::new();
}
pub trait ArrayAdd {
type Item;
fn add(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArrayAdd for [T]
where
T: Zero + Copy,
{
type Item = T;
fn add(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
let mut c = vec![T::zero(); self.len().max(rhs.len())];
c[..self.len()].copy_from_slice(self);
c.add_assign(rhs);
c
}
}
pub trait ArrayAddAssign {
type Item;
fn add_assign(&mut self, rhs: &[Self::Item]);
}
impl<T> ArrayAddAssign for [T]
where
T: Add<Output = T> + Copy,
{
type Item = T;
fn add_assign(&mut self, rhs: &[Self::Item]) {
assert!(self.len() >= rhs.len());
self.iter_mut().zip(rhs).for_each(|(x, a)| *x = *x + *a);
}
}
impl<T> ArrayAddAssign for Vec<T>
where
T: Zero + Add<Output = T> + Copy,
{
type Item = T;
fn add_assign(&mut self, rhs: &[Self::Item]) {
if self.len() < rhs.len() {
self.resize(rhs.len(), T::zero());
}
self.as_mut_slice().add_assign(rhs);
}
}
pub trait ArraySub {
type Item;
fn sub(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArraySub for [T]
where
T: Zero + Sub<Output = T> + Copy,
{
type Item = T;
fn sub(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
let mut c = vec![T::zero(); self.len().max(rhs.len())];
c[..self.len()].copy_from_slice(self);
c.sub_assign(rhs);
c
}
}
pub trait ArraySubAssign {
type Item;
fn sub_assign(&mut self, rhs: &[Self::Item]);
}
impl<T> ArraySubAssign for [T]
where
T: Sub<Output = T> + Copy,
{
type Item = T;
fn sub_assign(&mut self, rhs: &[Self::Item]) {
assert!(self.len() >= rhs.len());
self.iter_mut().zip(rhs).for_each(|(x, a)| *x = *x - *a);
}
}
impl<T> ArraySubAssign for Vec<T>
where
T: Zero + Sub<Output = T> + Copy,
{
type Item = T;
fn sub_assign(&mut self, rhs: &[Self::Item]) {
if self.len() < rhs.len() {
self.resize(rhs.len(), T::zero());
}
self.as_mut_slice().sub_assign(rhs);
}
}
pub trait ArrayDot {
type Item;
fn dot(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArrayDot for [T]
where
T: Mul<Output = T> + Copy,
{
type Item = T;
fn dot(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
assert!(self.len() == rhs.len());
self.iter().zip(rhs).map(|p| *p.0 * *p.1).collect()
}
}
pub trait ArrayDotAssign {
type Item;
fn dot_assign(&mut self, rhs: &[Self::Item]);
}
impl<T> ArrayDotAssign for [T]
where
T: MulAssign + Copy,
{
type Item = T;
fn dot_assign(&mut self, rhs: &[Self::Item]) {
assert!(self.len() == rhs.len());
self.iter_mut().zip(rhs).for_each(|(x, a)| *x *= *a);
}
}
pub trait ArrayMul {
type Item;
fn mul(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<T> ArrayMul for [T]
where
T: Zero + One + Copy,
{
type Item = T;
fn mul(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
if self.is_empty() || rhs.is_empty() {
return vec![];
}
let mut res = vec![T::zero(); self.len() + rhs.len() - 1];
for (i, a) in self.iter().enumerate() {
for (res, b) in res[i..].iter_mut().zip(rhs.iter()) {
*res = *res + *a * *b;
}
}
res
}
}
// transform len=1NTT
pub trait ArrayConvolution {
type Item;
fn transform(&mut self, len: usize);
fn inverse_transform(&mut self, len: usize);
fn convolution(&self, rhs: &[Self::Item]) -> Vec<Self::Item>;
}
impl<const M: u32> ArrayConvolution for [ModInt<{ M }>] {
type Item = ModInt<{ M }>;
fn transform(&mut self, len: usize) {
let f = self;
let n = f.len();
let k = (n / len).trailing_zeros() as usize;
assert!(len << k == n);
assert!(k <= ModInt::<{ M }>::ORDER);
let pre = &NTTPrecalcHelper::<{ M }>::A;
for ph in 1..=k {
let p = len << (k - ph);
let mut now = ModInt::one();
for (i, f) in f.chunks_exact_mut(2 * p).enumerate() {
let (x, y) = f.split_at_mut(p);
for (x, y) in x.iter_mut().zip(y.iter_mut()) {
let l = *x;
let r = *y * now;
*x = l + r;
*y = l - r;
}
now *= pre.sum_e[(!i).trailing_zeros() as usize];
}
}
}
fn inverse_transform(&mut self, len: usize) {
let f = self;
let n = f.len();
let k = (n / len).trailing_zeros() as usize;
assert!(len << k == n);
assert!(k <= ModInt::<{ M }>::ORDER);
let pre = &NTTPrecalcHelper::<{ M }>::A;
for ph in (1..=k).rev() {
let p = len << (k - ph);
let mut inow = ModInt::one();
for (i, f) in f.chunks_exact_mut(2 * p).enumerate() {
let (x, y) = f.split_at_mut(p);
for (x, y) in x.iter_mut().zip(y.iter_mut()) {
let l = *x;
let r = *y;
*x = l + r;
*y = (l - r) * inow;
}
inow *= pre.sum_ie[(!i).trailing_zeros() as usize];
}
}
let ik = ModInt::new(2).inv().pow(k as u64);
for f in f.iter_mut() {
*f *= ik;
}
}
fn convolution(&self, rhs: &[Self::Item]) -> Vec<Self::Item> {
if self.len().min(rhs.len()) <= 32 {
return self.mul(rhs);
}
const PARAM: usize = 10;
let size = self.len() + rhs.len() - 1;
let mut k = 0;
while (size + (1 << k) - 1) >> k > PARAM {
k += 1;
}
let len = (size + (1 << k) - 1) >> k;
let mut f = vec![ModInt::zero(); len << k];
let mut g = vec![ModInt::zero(); len << k];
f[..self.len()].copy_from_slice(self);
g[..rhs.len()].copy_from_slice(rhs);
f.transform(len);
g.transform(len);
let mut buf = [ModInt::zero(); 2 * PARAM - 1];
let buf = &mut buf[..(2 * len - 1)];
let pre = &NTTPrecalcHelper::<{ M }>::A;
let mut now = ModInt::one();
for (i, (f, g)) in f
.chunks_exact_mut(2 * len)
.zip(g.chunks_exact(2 * len))
.enumerate()
{
let mut r = now;
for (f, g) in f.chunks_exact_mut(len).zip(g.chunks_exact(len)) {
buf.fill(ModInt::zero());
for (i, f) in f.iter().enumerate() {
for (buf, g) in buf[i..].iter_mut().zip(g.iter()) {
*buf = *buf + *f * *g;
}
}
f.copy_from_slice(&buf[..len]);
for (f, buf) in f.iter_mut().zip(buf[len..].iter()) {
*f = *f + r * *buf;
}
r = -r;
}
now *= pre.sum_e[(!i).trailing_zeros() as usize];
}
f.inverse_transform(len);
f.truncate(self.len() + rhs.len() - 1);
f
}
}
// ---------- end array op ----------
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