using System; using System.ComponentModel; using System.Collections; using System.Collections.Generic; using System.Diagnostics; using System.Diagnostics.Contracts; using System.IO; using System.Linq; using System.Numerics; using System.Runtime.Intrinsics.X86; using System.Runtime.CompilerServices; using System.Runtime.InteropServices; using System.Text; using static Functions; using static OutputLib; using ModInt = StaticModInt; static class Program { static public void Main(string[] args) { Console.SetOut(new StreamWriter(Console.OpenStandardOutput()) { AutoFlush = false }); new Solver(); Console.Out.Flush(); } } public class Solver { public Solver() { Solve(); } void Solve() { Write(BostanMori.CalcConvolution(new ModInt[] { 0, 0, 1 }, new ModInt[] { 1, -2, 0, 1 }, rl)); } const long INF = 1L << 60; int ri { [MethodImpl(256)] get => (int)sc.Integer(); } (int, int) ri2 { [MethodImpl(256)] get => (ri, ri); } (int, int, int) ri3 { [MethodImpl(256)] get => (ri, ri, ri); } (int, int, int, int) ri4 { [MethodImpl(256)] get => (ri, ri, ri, ri); } (int, int, int, int, int) ri5 { [MethodImpl(256)] get => (ri, ri, ri, ri, ri); } long rl { [MethodImpl(256)] get => sc.Integer(); } (long, long) rl2 { [MethodImpl(256)] get => (rl, rl); } (long, long, long) rl3 { [MethodImpl(256)] get => (rl, rl, rl); } (long, long, long, long) rl4 { [MethodImpl(256)] get => (rl, rl, rl, rl); } (long, long, long, long, long) rl5 { [MethodImpl(256)] get => (rl, rl, rl, rl, rl); } uint rui { [MethodImpl(256)] get => (uint)sc.UInteger(); } ulong rul { [MethodImpl(256)] get => sc.UInteger(); } double rd { [MethodImpl(256)] get => sc.Double(); } string rs { [MethodImpl(256)] get => sc.Scan(); } string rline { [MethodImpl(256)] get => sc.Line(); } public StreamScanner sc = new StreamScanner(Console.OpenStandardInput()); } public static class Functions { [MethodImpl(256)] public static int Popcount(ulong x) { x = (x & 0x5555555555555555UL) + ((x >> 1) & 0x5555555555555555UL); x = (x & 0x3333333333333333UL) + ((x >> 2) & 0x3333333333333333UL); x = (x & 0x0f0f0f0f0f0f0f0fUL) + ((x >> 4) & 0x0f0f0f0f0f0f0f0fUL); x = (x & 0x00ff00ff00ff00ffUL) + ((x >> 8) & 0x00ff00ff00ff00ffUL); x = (x & 0x0000ffff0000ffffUL) + ((x >> 16) & 0x0000ffff0000ffffUL); x = (x & 0x00000000ffffffffUL) + ((x >> 32) & 0x00000000ffffffffUL); return (int)x; } [MethodImpl(256)] public static int Popcount(int x) { x = (x & 0x55555555) + ((x >> 1) & 0x55555555); x = (x & 0x33333333) + ((x >> 2) & 0x33333333); x = (x & 0x0f0f0f0f) + ((x >> 4) & 0x0f0f0f0f); x = (x & 0x00ff00ff) + ((x >> 8) & 0x00ff00ff); x = (x & 0x0000ffff) + ((x >> 16) & 0x0000ffff); return x; } [MethodImpl(256)] public static int Ctz(long x) { if (x == 0) return -1; return Popcount((ulong)((x & -x) - 1)); } [MethodImpl(256)] public static int CeilPow2(int n) { int x = 0; while ((1 << x) < n) x++; return x; } [MethodImpl(256)] public static int SafeMod(int x, int m) { int r = x % m; return r < 0 ? r + Math.Abs(m) : r; } [MethodImpl(256)] public static long SafeMod(long x, long m) { long r = x % m; return r < 0 ? r + Math.Abs(m) : r; } [MethodImpl(256)] public static int Sign(long x) => x == 0 ? 0 : (x < 0 ? -1 : 1); [MethodImpl(256)] public static int Sign(double x) => x == 0 ? 0 : (x < 0 ? -1 : 1); [MethodImpl(256)] public static int DigitSum(long n, int d = 10) { long s = 0; while (n > 0) { s += n % d; n /= d; } return (int)s; } [MethodImpl(256)] public static long Floor(long a, long b) => a >= 0 ? a / b : (a + 1) / b - 1; [MethodImpl(256)] public static long Ceil(long a, long b) => a > 0 ? (a - 1) / b + 1 : a / b; [MethodImpl(256)] public static int Gcd(int a, int b) => b == 0 ? a : Gcd(b, a % b); [MethodImpl(256)] public static long Gcd(long a, long b) => b == 0 ? a : Gcd(b, a % b); [MethodImpl(256)] public static (long x, long y, long g) ExtGcd(long a, long b) { if (b == 0) return (Sign(a), 0, Math.Abs(a)); long c = SafeMod(a, b); var (x2, y2, g) = ExtGcd(b, c); long x = SafeMod(y2, b); long y = (g - a * x) / b; return (x, y, g); } [MethodImpl(256)] public static void Swap(ref int x, ref int y) { x ^= y; y ^= x; x ^= y; } [MethodImpl(256)] public static void Swap(ref long x, ref long y) { x ^= y; y ^= x; x ^= y; } [MethodImpl(256)] public static void Swap(ref T x, ref T y) { T t = y; y = x; x = t; } [MethodImpl(256)] public static T Clamp(T x, T l, T r) where T : IComparable => x.CompareTo(l) <= 0 ? l : (x.CompareTo(r) <= 0 ? x : r); [MethodImpl(256)] public static T Clamp(ref T x, T l, T r) where T : IComparable => x = x.CompareTo(l) <= 0 ? l : (x.CompareTo(r) <= 0 ? x : r); [MethodImpl(256)] public static void Chmin(ref T x, T y) where T : IComparable { if (x.CompareTo(y) > 0) x = y; } [MethodImpl(256)] public static void Chmax(ref T x, T y) where T : IComparable { if (x.CompareTo(y) < 0) x = y; } [MethodImpl(256)] public static int LowerBound(long[] arr, long val, int l = -1, int r = -1) => LowerBound(arr.AsSpan(), t => Sign(t - val), l, r); [MethodImpl(256)] public static int LowerBound(int[] arr, int val, int l = -1, int r = -1) => LowerBound(arr.AsSpan(), t => t - val, l, r); [MethodImpl(256)] public static int LowerBound(T[] arr, T val, int l = -1, int r = -1) where T : IComparable => LowerBound(arr.AsSpan(), t => t.CompareTo(val), l, r); [MethodImpl(256)] public static int LowerBound(T[] arr, Func comp, int l = -1, int r = -1) => LowerBound(arr.AsSpan(), comp, l, r); [MethodImpl(256)] public static int LowerBound(Span data, Func comp, int l = -1, int r = -1) { if (data.Length == 0) return -1; if (l == -1) l = 0; if (r == -1) r = data.Length; while (l < r) { int x = (l + r) / 2; if (comp(data[x]) < 0) l = x + 1; else r = x; } return l; } [MethodImpl(256)] public static string ToBase2(long v, int digit = -1) { if (digit == -1) { digit = 0; while ((v >> digit) > 0) digit++; } var c = new string[digit]; for (int i = 0; i < digit; i++) c[digit - 1 - i] = ((v >> i) & 1) == 0 ? "0" : "1"; return string.Join("", c); } [MethodImpl(256)] public static string ToBaseN(long v, int n, int digit = -1) { if (digit == -1) { digit = 0; long pow = 1; while (v >= pow) { digit++; pow *= n; } } var c = new int[digit]; for (int i = 0; i < digit; i++, v /= n) c[digit - 1 - i] = (int)(v % n); return string.Join("", c); } } public class StreamScanner { public StreamScanner(Stream stream) { str = stream; } private readonly Stream str; private readonly byte[] buf = new byte[1024]; private int len, ptr; public bool isEof = false; public bool IsEndOfStream { get { return isEof; } } [MethodImpl(256)] private byte read() { if (isEof) throw new EndOfStreamException(); if (ptr >= len) { ptr = 0; if ((len = str.Read(buf, 0, 1024)) <= 0) { isEof = true; return 0; } } return buf[ptr++]; } [MethodImpl(256)] public char Char() { byte b = 0; do b = read(); while (b < 33 || 126 < b); return (char)b; } [MethodImpl(256)] public string Line() { var sb = new StringBuilder(); for (var b = Char(); b != 10 && !isEof; b = (char)read()) sb.Append(b); return sb.ToString(); } [MethodImpl(256)] public string Scan() { var sb = new StringBuilder(); for (var b = Char(); b >= 33 && b <= 126; b = (char)read()) sb.Append(b); return sb.ToString(); } [MethodImpl(256)] public long Integer() { long ret = 0; byte b = 0; var ng = false; do b = read(); while (b != '-' && (b < '0' || '9' < b)); if (b == '-') { ng = true; b = read(); } for (; true; b = read()) { if (b < '0' || '9' < b) return ng ? -ret : ret; else ret = ret * 10 + b - '0'; } } [MethodImpl(256)] public ulong UInteger() { ulong ret = 0; byte b = 0; do b = read(); while (b < '0' || '9' < b); for (; true; b = read()) { if (b < '0' || '9' < b) return ret; else ret = ret * 10 + b - '0'; } } [MethodImpl(256)] public double Double() => double.Parse(Scan()); } public static class OutputLib { [MethodImpl(256)] public static void WriteJoin(string s, IEnumerable t) => Console.WriteLine(string.Join(s, t)); [MethodImpl(256)] public static void WriteMat(T[,] a) { int sz1 = a.GetLength(0); int sz2 = a.GetLength(1); for (int i = 0; i < sz1; i++) { var b = new T[sz2]; for (int j = 0; j < sz2; j++) b[j] = a[i, j]; WriteJoin(" ", b); } } [MethodImpl(256)] public static void WriteMat(T[][] a) { for (int i = 0; i < a.Length; i++) WriteJoin(" ", a[i]); } [MethodImpl(256)] public static void Write(object t) => Console.WriteLine(t.ToString()); [MethodImpl(256)] public static void Write(string str) => Console.WriteLine(str); [MethodImpl(256)] public static void Write(string str, object arg1) => Console.WriteLine(str, arg1); [MethodImpl(256)] public static void Write(string str, object arg1, object arg2) => Console.WriteLine(str, arg1, arg2); [MethodImpl(256)] public static void Write(string str, object arg1, object arg2, object arg3) => Console.WriteLine(str, arg1, arg2, arg3); [MethodImpl(256)] public static void Write(string str, params object[] arg) => Console.WriteLine(str, arg); [MethodImpl(256)] public static void WriteFlush(object t) { Console.WriteLine(t.ToString()); Console.Out.Flush(); } [MethodImpl(256)] public static void WriteError(object t) => Console.Error.WriteLine(t.ToString()); [MethodImpl(256)] public static void Flush() => Console.Out.Flush(); [MethodImpl(256)] public static void YN(bool t) => Console.WriteLine(t ? "YES" : "NO"); [MethodImpl(256)] public static void Yn(bool t) => Console.WriteLine(t ? "Yes" : "No"); [MethodImpl(256)] public static void yn(bool t) => Console.WriteLine(t ? "yes" : "no"); } public interface IStaticMod { uint Mod { get; } bool IsPrime { get; } } public readonly struct Mod1000000007 : IStaticMod { public uint Mod => 1000000007; public bool IsPrime => true; } public readonly struct Mod998244353 : IStaticMod { public uint Mod => 998244353; public bool IsPrime => true; } public readonly struct StaticModInt : IEquatable>, IFormattable where T : struct, IStaticMod { internal readonly uint _v; private static readonly T op = default; public int Value => (int)_v; public static int Mod => (int)op.Mod; public static StaticModInt Zero => default; public static StaticModInt One => new StaticModInt(1u); [MethodImpl(256)] public static StaticModInt Raw(int v) { var u = unchecked((uint)v); return new StaticModInt(u); } [MethodImpl(256)] public StaticModInt(long v) : this(Round(v)) { } [MethodImpl(256)] public StaticModInt(ulong v) : this((uint)(v % op.Mod)) { } [MethodImpl(256)] private StaticModInt(uint v) => _v = v; [MethodImpl(256)] private static uint Round(long v) { var x = v % op.Mod; if (x < 0) x += op.Mod; return (uint)x; } [MethodImpl(256)] public static StaticModInt operator ++(StaticModInt v) { var x = v._v + 1; if (x == op.Mod) x = 0; return new StaticModInt(x); } [MethodImpl(256)] public static StaticModInt operator --(StaticModInt v) { var x = v._v; if (x == 0) x = op.Mod; return new StaticModInt(x - 1); } [MethodImpl(256)] public static StaticModInt operator +(StaticModInt lhs, StaticModInt rhs) { var v = lhs._v + rhs._v; if (v >= op.Mod) v -= op.Mod; return new StaticModInt(v); } [MethodImpl(256)] public static StaticModInt operator -(StaticModInt lhs, StaticModInt rhs) { unchecked { var v = lhs._v - rhs._v; if (v >= op.Mod) v += op.Mod; return new StaticModInt(v); } } [MethodImpl(256)] public static StaticModInt operator *(StaticModInt lhs, StaticModInt rhs) => new StaticModInt((uint)((ulong)lhs._v * rhs._v % op.Mod)); [MethodImpl(256)] public static StaticModInt operator /(StaticModInt lhs, StaticModInt rhs) => lhs * rhs.Inv(); [MethodImpl(256)] public static StaticModInt operator +(StaticModInt v) => v; [MethodImpl(256)] public static StaticModInt operator -(StaticModInt v) => new StaticModInt(v._v == 0 ? 0 : op.Mod - v._v); [MethodImpl(256)] public static bool operator ==(StaticModInt lhs, StaticModInt rhs) => lhs._v == rhs._v; [MethodImpl(256)] public static bool operator !=(StaticModInt lhs, StaticModInt rhs) => lhs._v != rhs._v; [MethodImpl(256)] public static implicit operator StaticModInt(int v) => new StaticModInt(v); [MethodImpl(256)] public static implicit operator StaticModInt(uint v) => new StaticModInt((long)v); [MethodImpl(256)] public static implicit operator StaticModInt(long v) => new StaticModInt(v); [MethodImpl(256)] public static implicit operator StaticModInt(ulong v) => new StaticModInt(v); [MethodImpl(256)] public static implicit operator long(StaticModInt v) => v._v; [MethodImpl(256)] public static implicit operator ulong(StaticModInt v) => v._v; [MethodImpl(256)] public StaticModInt Pow(long n) { var x = this; var r = new StaticModInt(1U); while (n > 0) { if ((n & 1) > 0) r *= x; x *= x; n >>= 1; } return r; } [MethodImpl(256)] public StaticModInt Inv() { var (x, y, g) = ExtGcd(_v, op.Mod); return new StaticModInt(x); } [MethodImpl(256)] static (long x, long y, long g) ExtGcd(long a, long b) { if (b == 0) return a >= 0 ? (1, 0, a) : (-1, 0, -a); long c = SafeMod(a, b); var (x2, y2, g) = ExtGcd(b, c); long x = SafeMod(y2, b); long y = (g - a * x) / b; return (x, y, g); } [MethodImpl(256)] static long SafeMod(long x, long m) { long r = x % m; if (r < 0) r += m; return r; } [MethodImpl(256)] public override string ToString() => _v.ToString(); [MethodImpl(256)] public string ToString(string format, IFormatProvider formatProvider) => _v.ToString(format, formatProvider); [MethodImpl(256)] public override bool Equals(object obj) => obj is StaticModInt m && Equals(m); [MethodImpl(256)] public bool Equals(StaticModInt other) => _v == other._v; [MethodImpl(256)] public override int GetHashCode() => _v.GetHashCode(); } static class BostanMori where TMod : struct, IStaticMod { static TMod op = default; public static StaticModInt CalcNaive(ReadOnlySpan> p, ReadOnlySpan> q, long n) { var a = p.ToArray(); var b = q.ToArray(); if (a.Length < b.Length) Array.Resize(ref a, b.Length); while (n > 0) { var a1 = new StaticModInt[a.Length + b.Length - 1]; var b1 = new StaticModInt[b.Length * 2 - 1]; for (int i = 0; i < a.Length; i++) for (int j = 0; j < b.Length; j++) if (j % 2 == 0) a1[i + j] += a[i] * b[j]; else a1[i + j] -= a[i] * b[j]; for (int i = 0; i < b.Length; i++) for (int j = 0; j < b.Length; j++) if (j % 2 == 0) b1[i + j] += b[i] * b[j]; else b1[i + j] -= b[i] * b[j]; int r = (int)(n % 2); for (int i = 0; i < a.Length && i * 2 + r < a1.Length; i++) a[i] = a1[i * 2 + r]; for (int i = 0; i < b.Length; i++) b[i] = b1[i * 2]; n /= 2; } return a[0] / b[0]; } public static StaticModInt CalcConvolution(ReadOnlySpan> p, ReadOnlySpan> q, long n) { var a = p.ToArray(); var b = q.ToArray(); if (a.Length < b.Length) Array.Resize(ref a, b.Length); while (n > 0) { var c = new StaticModInt[b.Length]; for (int i = 0; i < b.Length; i++) c[i] = i % 2 == 0 ? b[i] : -b[i]; var a1 = MathLib.Convolution(a, c); var b1 = MathLib.Convolution(b, c); int r = (int)(n % 2); for (int i = 0; i < a.Length && i * 2 + r < a1.Length; i++) a[i] = a1[i * 2 + r]; for (int i = 0; i < b.Length; i++) b[i] = b1[i * 2]; n /= 2; } return a[0] / b[0]; } public static StaticModInt CalcConvolutionAnyMod(ReadOnlySpan> p, ReadOnlySpan> q, long n) { var a = new long[p.Length]; for (int i = 0; i < p.Length; i++) a[i] = p[i]; var b = new long[q.Length]; for (int i = 0; i < q.Length; i++) b[i] = q[i]; if (a.Length < b.Length) Array.Resize(ref a, b.Length); while (n > 0) { var c = new long[b.Length]; for (int i = 0; i < b.Length; i++) c[i] = i % 2 == 0 ? b[i] : InternalMath.SafeMod(-b[i] + op.Mod, op.Mod); var a1 = MathLib.ConvolutionLong(a, c); var b1 = MathLib.ConvolutionLong(b, c); int r = (int)(n % 2); for (int i = 0; i < a.Length && i * 2 + r < a1.Length; i++) a[i] = InternalMath.SafeMod(a1[i * 2 + r], op.Mod); for (int i = 0; i < b.Length; i++) b[i] = InternalMath.SafeMod(b1[i * 2], op.Mod); n /= 2; } return a[0] / b[0]; } public static class LinearReccurence { public static StaticModInt Convolution(ReadOnlySpan> a, ReadOnlySpan> x, long n) { var q = CalcQ(a, x); var p = new StaticModInt[a.Length]; for (int i = 0; i < a.Length; i++) for (int j = 0; i + j < a.Length; j++) p[i + j] += q[i] * x[j]; return CalcConvolution(p, q, n); } public static StaticModInt ConvolutionAnyMod(ReadOnlySpan> a, ReadOnlySpan> x, long n) { var q = CalcQ(a, x); var p = new StaticModInt[a.Length]; for (int i = 0; i < a.Length; i++) for (int j = 0; i + j < a.Length; j++) p[i + j] += q[i] * x[j]; return CalcConvolutionAnyMod(p, q, n); } public static StaticModInt Naive(ReadOnlySpan> a, ReadOnlySpan> x, long n) { var q = CalcQ(a, x); var p = new StaticModInt[a.Length]; for (int i = 0; i < a.Length; i++) for (int j = 0; i + j < a.Length; j++) p[i + j] += q[i] * x[j]; return CalcNaive(p, q, n); } private static StaticModInt[] CalcQ(ReadOnlySpan> a, ReadOnlySpan> x) { var q = new StaticModInt[a.Length + 1]; q[0] = 1; for (int i = 0; i < a.Length; i++) q[i + 1] = -a[i]; return q; } } } public static class InternalMath { private static readonly Dictionary primitiveRootsCache = new Dictionary() { { 2, 1 }, { 167772161, 3 }, { 469762049, 3 }, { 754974721, 11 }, { 998244353, 3 } }; [MethodImpl(256)] public static int PrimitiveRoot() where TMod : struct, IStaticMod { uint m = default(TMod).Mod; Contract.Assert(m >= 2, $"{nameof(m)} must be greater or equal 2"); Contract.Assert(default(TMod).IsPrime, $"{nameof(m)} must be prime number"); #if NET7_0_OR_GREATER ref var result = ref System.Runtime.InteropServices.CollectionsMarshal.GetValueRefOrAddDefault(primitiveRootsCache, m, out var exists); if (!exists) { result = PrimitiveRootCalculate(); } return result; #else if (primitiveRootsCache.TryGetValue(m, out var p)) { return p; } return primitiveRootsCache[m] = PrimitiveRootCalculate(); #endif } static int PrimitiveRootCalculate() where TMod : struct, IStaticMod { var m = default(TMod).Mod; Span divs = stackalloc uint[20]; divs[0] = 2; int cnt = 1; var x = m - 1; x >>= BitOperations.TrailingZeroCount(x); for (uint i = 3; (long)i * i <= x; i += 2) { if (x % i == 0) { divs[cnt++] = i; do { x /= i; } while (x % i == 0); } } if (x > 1) { divs[cnt++] = x; } divs = divs.Slice(0, cnt); for (int g = 2; ; g++) { foreach (var d in divs) if (new StaticModInt(g).Pow((m - 1) / d).Value == 1) goto NEXT; return g; NEXT:; } } [MethodImpl(256)] public static (long, long) InvGcd(long a, long b) { a = SafeMod(a, b); if (a == 0) return (b, 0); long s = b, t = a; long m0 = 0, m1 = 1; long u; while (true) { if (t == 0) { if (m0 < 0) m0 += b / s; return (s, m0); } u = s / t; s -= t * u; m0 -= m1 * u; if (s == 0) { if (m1 < 0) m1 += b / t; return (t, m1); } u = t / s; t -= s * u; m1 -= m0 * u; } } [MethodImpl(256)] public static long SafeMod(long x, long m) { x %= m; if (x < 0) x += m; return x; } [MethodImpl(256)] public static bool IsPrime(int n) { if (n <= 1) return false; if (n == 2 || n == 7 || n == 61) return true; if (n % 2 == 0) return false; long d = n - 1; while (d % 2 == 0) d /= 2; ReadOnlySpan bases = stackalloc byte[3] { 2, 7, 61 }; foreach (long a in bases) { long t = d; long y = PowMod(a, t, n); while (t != n - 1 && y != 1 && y != n - 1) { y = y * y % n; t <<= 1; } if (y != n - 1 && t % 2 == 0) { return false; } } return true; } [MethodImpl(256)] public static uint PowMod(long x, long n, int m) { Contract.Assert(0 <= n && 1 <= m, $"0 <= {nameof(n)} && 1 <= {nameof(m)}"); if (m == 1) return 0; return new Barrett((uint)m).Pow(x, n); } [MethodImpl(256)] public static uint PowMod(long x, long n, uint m) { Contract.Assert(0 <= n && 1 <= m, $"0 <= {nameof(n)} && 1 <= {nameof(m)}"); if (m == 1) return 0; return new Barrett(m).Pow(x, n); } [MethodImpl(256)] public static ulong FloorSumUnsigned(ulong n, ulong m, ulong a, ulong b) { ulong ans = 0; while (true) { if (a >= m) { ans += (n - 1) * n / 2 * (a / m); a %= m; } if (b >= m) { ans += n * (b / m); b %= m; } ulong yMax = a * n + b; if (yMax < m) return ans; (n, m, a, b) = (yMax / m, a, m, yMax % m); } } [MethodImpl(256)] public static ulong Mul128Bit(ulong a, ulong b) { #if NETCOREAPP3_1_OR_GREATER if (Bmi2.X64.IsSupported) return Bmi2.X64.MultiplyNoFlags(a, b); #endif return Mul128BitLogic(a, b); } [MethodImpl(256)] internal static ulong Mul128BitLogic(ulong a, ulong b) { var au = a >> 32; var ad = a & 0xFFFFFFFF; var bu = b >> 32; var bd = b & 0xFFFFFFFF; var l = ad * bd; var m1 = au * bd; var m2 = ad * bu; var h = au * bu; var lu = l >> 32; var m1d = m1 & 0xFFFFFFFF; var m2d = m2 & 0xFFFFFFFF; var c = m1d + m2d + lu; return h + (m1 >> 32) + (m2 >> 32) + (c >> 32); } } public static partial class MathLib { [MethodImpl(256)] public static long[] Convolution(ReadOnlySpan a, ReadOnlySpan b) where TMod : struct, IStaticMod { var u = new StaticModInt[a.Length]; for (int i = 0; i < a.Length; i++) u[i] = a[i]; var v = new StaticModInt[b.Length]; for (int i = 0; i < b.Length; i++) v[i] = b[i]; u = Convolution(u, v); var r = new long[u.Length]; for (int i = 0; i < u.Length; i++) r[i] = u[i]; return r; } [MethodImpl(256)] public static StaticModInt[] Convolution(ReadOnlySpan> a, ReadOnlySpan> b) where TMod : struct, IStaticMod { var n = a.Length; var m = b.Length; if (n == 0 || m == 0) return Array.Empty>(); if (Math.Min(n, m) <= 30) return ConvolutionNaive(a, b); return ConvolutionFFT(a, b); } [MethodImpl(256)] public static StaticModInt[] Convolution(StaticModInt[] a, StaticModInt[] b) where TMod : struct, IStaticMod => Convolution((ReadOnlySpan>)a, b); [MethodImpl(256)] private static StaticModInt[] ConvolutionFFT(ReadOnlySpan> a, ReadOnlySpan> b) where TMod : struct, IStaticMod { int n = a.Length, m = b.Length; int z = 1 << InternalBit.CeilPow2(n + m - 1); var a2 = new StaticModInt[z]; var b2 = new StaticModInt[z]; a.CopyTo(a2); b.CopyTo(b2); var result = ConvolutionFFTInner(a2, b2); Array.Resize(ref result, n + m - 1); var iz = new StaticModInt(z).Inv(); for (int i = 0; i < result.Length; i++) result[i] *= iz; return result; } [MethodImpl(256)] private static StaticModInt[] ConvolutionFFTInner(StaticModInt[] a, StaticModInt[] b) where TMod : struct, IStaticMod { Butterfly.Calculate(a); Butterfly.Calculate(b); for (int i = 0; i < a.Length; i++) a[i] *= b[i]; Butterfly.CalculateInv(a); return a; } [MethodImpl(256)] private static StaticModInt[] ConvolutionNaive(ReadOnlySpan> a, ReadOnlySpan> b) where TMod : struct, IStaticMod { if (a.Length < b.Length) { #pragma warning disable IDE0180 var temp = a; a = b; b = temp; #pragma warning restore IDE0180 } var ans = new StaticModInt[a.Length + b.Length - 1]; for (int i = 0; i < a.Length; i++) { for (int j = 0; j < b.Length; j++) { ans[i + j] += a[i] * b[j]; } } return ans; } [MethodImpl(256)] public static long[] ConvolutionLong(ReadOnlySpan a, ReadOnlySpan b) { unchecked { var n = a.Length; var m = b.Length; if (n == 0 || m == 0) { return Array.Empty(); } const ulong Mod1 = 754974721; const ulong Mod2 = 167772161; const ulong Mod3 = 469762049; const ulong M2M3 = Mod2 * Mod3; const ulong M1M3 = Mod1 * Mod3; const ulong M1M2 = Mod1 * Mod2; const ulong M1M2M3 = Mod1 * Mod2 * Mod3; const ulong i1 = 190329765; const ulong i2 = 58587104; const ulong i3 = 187290749; Debug.Assert(default(FFTMod1).Mod == Mod1); Debug.Assert(default(FFTMod2).Mod == Mod2); Debug.Assert(default(FFTMod3).Mod == Mod3); Debug.Assert(i1 == (ulong)InternalMath.InvGcd((long)M2M3, (long)Mod1).Item2); Debug.Assert(i2 == (ulong)InternalMath.InvGcd((long)M1M3, (long)Mod2).Item2); Debug.Assert(i3 == (ulong)InternalMath.InvGcd((long)M1M2, (long)Mod3).Item2); var c1 = Convolution(a, b); var c2 = Convolution(a, b); var c3 = Convolution(a, b); var c = new long[n + m - 1]; for (int i = 0; i < c.Length; i++) { ulong x = 0; x += ((ulong)c1[i] * i1) % Mod1 * M2M3; x += ((ulong)c2[i] * i2) % Mod2 * M1M3; x += ((ulong)c3[i] * i3) % Mod3 * M1M2; long diff = c1[i] - InternalMath.SafeMod((long)x, (long)Mod1); if (diff < 0) diff += (long)Mod1; switch (diff % 5) { case 2: x -= M1M2M3; break; case 3: x -= 2 * M1M2M3; break; case 4: x -= 3 * M1M2M3; break; } c[i] = (long)x; } return c; } } [MethodImpl(256)] public static StaticModInt[] ConvolutionIntMod(ReadOnlySpan> a, ReadOnlySpan> b) where Mod : struct, IStaticMod { var n = a.Length; var m = b.Length; if (n == 0 || m == 0) return Array.Empty>(); const long Mod1 = 754974721; const long Mod2 = 167772161; const long Mod3 = 469762049; const long M1invM2 = 95869806; const long M12invM3 = 187290749; int mod = StaticModInt.Mod; long M12mod = Mod1 * Mod2 % mod; var u = new long[n]; for (int i = 0; i < n; i++) u[i] = a[i]; var v = new long[m]; for (int i = 0; i < m; i++) v[i] = b[i]; var c1 = Convolution(u, v); var c2 = Convolution(u, v); var c3 = Convolution(u, v); var c = new StaticModInt[n + m - 1]; for (int i = 0; i < c.Length; i++) { long v1 = (c2[i] - c1[i]) * M1invM2 % Mod2; if (v1 < 0) v1 += Mod2; long v2 = (c3[i] - (c1[i] + Mod1 * v1) % Mod3) * M12invM3 % Mod3; if (v2 < 0) v2 += Mod3; long v3 = (c1[i] + Mod1 * v1 + M12mod * v2) % mod; if (v3 < 0) v3 += mod; c[i] = v3; } return c; } private readonly struct FFTMod1 : IStaticMod { public uint Mod => 754974721; public bool IsPrime => true; } private readonly struct FFTMod2 : IStaticMod { public uint Mod => 167772161; public bool IsPrime => true; } private readonly struct FFTMod3 : IStaticMod { public uint Mod => 469762049; public bool IsPrime => true; } } public class Barrett { public readonly uint Mod; public readonly ulong IM; public Barrett(uint m) { Mod = m; IM = unchecked((ulong)-1) / m + 1; } [MethodImpl(256)] public uint Mul(uint a, uint b) => Reduce((ulong)a * b); [MethodImpl(256)] public uint Reduce(ulong z) { var x = InternalMath.Mul128Bit(z, IM); var v = unchecked((uint)(z - x * Mod)); if (Mod <= v) v += Mod; return v; } [MethodImpl(256)] public uint Pow(long x, long n) { Contract.Assert(0 <= n, $"{nameof(n)} must be positive."); if (Mod == 1) return 0; uint r = 1, y = (uint)InternalMath.SafeMod(x, Mod); while (n > 0) { if ((n & 1) != 0) r = Mul(r, y); y = Mul(y, y); n >>= 1; } return r; } } public static class InternalBit { [MethodImpl(256)] public static uint ExtractLowestSetBit(int n) { #if NETCOREAPP3_0_OR_GREATER if (Bmi1.IsSupported) { return Bmi1.ExtractLowestSetBit((uint)n); } #endif return (uint)(n & -n); } [MethodImpl(256)] public static int Bsf(uint n) { #if EMBEDDING Contract.Assert(n > 0, reason: $"{nameof(n)} must positive"); #endif return BitOperations.TrailingZeroCount(n); } [MethodImpl(256)] public static int CeilPow2(int n) { var un = (uint)n; if (un <= 1) return 0; return BitOperations.Log2(un - 1) + 1; } } public static class Butterfly where T : struct, IStaticMod { [EditorBrowsable(EditorBrowsableState.Never)] public static readonly StaticModInt[] sumE = CalcurateSumE(); [EditorBrowsable(EditorBrowsableState.Never)] public static readonly StaticModInt[] sumIE = CalcurateSumIE(); [MethodImpl(256)] public static void Calculate(Span> a) { CheckPow2(a.Length); var n = a.Length; var h = InternalBit.CeilPow2(n); var regLength = Vector.Count; #if !NETCOREAPP3_0_OR_GREATER var copyTmp = new uint[regLength]; #endif var modV = new Vector(default(T).Mod); for (int ph = 1; ph <= h; ph++) { int w = 1 << (ph - 1); int p = 1 << (h - ph); var now = StaticModInt.Raw(1); for (int s = 0; s < w; s++) { int offset = s << (h - ph + 1); var ls = a.Slice(offset, p); var rs = a.Slice(offset + p, p); if (p < regLength) { for (int i = 0; i < p; i++) { var l = ls[i]; var r = rs[i] * now; ls[i] = l + r; rs[i] = l - r; } } else { foreach (ref var r in rs) { r *= now; } var lu = MemoryMarshal.Cast, uint>(ls); var ru = MemoryMarshal.Cast, uint>(rs); for (int i = 0; i < lu.Length; i += regLength) { var luSliced = lu.Slice(i); var ruSliced = ru.Slice(i); var u = new Vector(luSliced); var v = new Vector(ruSliced); var add = u + v; var sub = u - v; var ge = Vector.GreaterThanOrEqual(add, modV); add = Vector.ConditionalSelect(ge, add - modV, add); ge = Vector.GreaterThanOrEqual(sub, modV); sub = Vector.ConditionalSelect(ge, sub + modV, sub); #if !NETCOREAPP3_0_OR_GREATER add.CopyTo(copyTmp); copyTmp.CopyTo(luSliced); sub.CopyTo(copyTmp); copyTmp.CopyTo(ruSliced); #else add.CopyTo(luSliced); sub.CopyTo(ruSliced); #endif } } now *= sumE[InternalBit.Bsf(~(uint)s)]; } } } [MethodImpl(256)] public static void CalculateInv(Span> a) { CheckPow2(a.Length); var n = a.Length; var h = InternalBit.CeilPow2(n); var regLength = Vector.Count; #if !NETCOREAPP3_0_OR_GREATER var copyTmp = new uint[regLength]; #endif var modV = new Vector(default(T).Mod); for (int ph = h; ph >= 1; ph--) { int w = 1 << (ph - 1); int p = 1 << (h - ph); var iNow = StaticModInt.Raw(1); for (int s = 0; s < w; s++) { int offset = s << (h - ph + 1); var ls = a.Slice(offset, p); var rs = a.Slice(offset + p, p); if (p < regLength) { for (int i = 0; i < p; i++) { var l = ls[i]; var r = rs[i]; ls[i] = l + r; rs[i] = StaticModInt.Raw( (int)((ulong)(default(T).Mod + l.Value - r.Value) * (ulong)iNow.Value % default(T).Mod)); } } else { var lu = MemoryMarshal.Cast, uint>(ls); var ru = MemoryMarshal.Cast, uint>(rs); for (int i = 0; i < lu.Length; i += regLength) { var luSliced = lu.Slice(i); var ruSliced = ru.Slice(i); var u = new Vector(luSliced); var v = new Vector(ruSliced); var add = u + v; var sub = u - v; var ge = Vector.GreaterThanOrEqual(add, modV); add = Vector.ConditionalSelect(ge, add - modV, add); sub += modV; #if !NETCOREAPP3_0_OR_GREATER add.CopyTo(copyTmp); copyTmp.CopyTo(luSliced); sub.CopyTo(copyTmp); copyTmp.CopyTo(ruSliced); #else add.CopyTo(luSliced); sub.CopyTo(ruSliced); #endif } foreach (ref var r in rs) { r *= iNow; } } iNow *= sumIE[InternalBit.Bsf(~(uint)s)]; } } } [EditorBrowsable(EditorBrowsableState.Never)] public static StaticModInt[] CalcurateSumE() { int g = InternalMath.PrimitiveRoot(); int cnt2 = InternalBit.Bsf(default(T).Mod - 1); var e = new StaticModInt(g).Pow((default(T).Mod - 1) >> cnt2); var ie = e.Inv(); var sumE = new StaticModInt[30]; Span> es = #if !NETCOREAPP3_0_OR_GREATER new #else stackalloc #endif StaticModInt[cnt2 - 1]; Span> ies = #if !NETCOREAPP3_0_OR_GREATER new #else stackalloc #endif StaticModInt[cnt2 - 1]; for (int i = es.Length - 1; i >= 0; i--) { es[i] = e; ies[i] = ie; e *= e; ie *= ie; } var now = StaticModInt.Raw(1); for (int i = 0; i <= cnt2 - 2; i++) { sumE[i] = es[i] * now; now *= ies[i]; } return sumE; } [EditorBrowsable(EditorBrowsableState.Never)] public static StaticModInt[] CalcurateSumIE() { int g = InternalMath.PrimitiveRoot(); int cnt2 = InternalBit.Bsf(default(T).Mod - 1); var e = new StaticModInt(g).Pow((default(T).Mod - 1) >> cnt2); var ie = e.Inv(); var sumIE = new StaticModInt[30]; Span> es = #if !NETCOREAPP3_0_OR_GREATER new #else stackalloc #endif StaticModInt[cnt2 - 1]; Span> ies = #if !NETCOREAPP3_0_OR_GREATER new #else stackalloc #endif StaticModInt[cnt2 - 1]; for (int i = es.Length - 1; i >= 0; i--) { es[i] = e; ies[i] = ie; e *= e; ie *= ie; } var now = StaticModInt.Raw(1); for (int i = 0; i <= cnt2 - 2; i++) { sumIE[i] = ies[i] * now; now *= es[i]; } return sumIE; } [Conditional("ATCODER_CONTRACT")] private static void CheckPow2(int n) { if (BitOperations.PopCount((uint)n) != 1) { throw new ArgumentException("配列長は2のべき乗でなければなりません。"); } } }