結果

問題 No.1962 Not Divide
ユーザー uwiuwi
提出日時 2022-06-09 18:26:41
言語 Java21
(openjdk 21)
結果
AC  
実行時間 799 ms / 2,000 ms
コード長 32,567 bytes
コンパイル時間 6,359 ms
コンパイル使用メモリ 98,728 KB
実行使用メモリ 66,084 KB
最終ジャッジ日時 2023-10-21 04:31:59
合計ジャッジ時間 20,067 ms
ジャッジサーバーID
(参考情報)
judge13 / judge15
このコードへのチャレンジ
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テストケース

テストケース表示
入力 結果 実行時間
実行使用メモリ
testcase_00 AC 219 ms
60,860 KB
testcase_01 AC 231 ms
60,580 KB
testcase_02 AC 375 ms
63,824 KB
testcase_03 AC 672 ms
65,784 KB
testcase_04 AC 394 ms
66,084 KB
testcase_05 AC 649 ms
61,860 KB
testcase_06 AC 799 ms
63,300 KB
testcase_07 AC 399 ms
63,972 KB
testcase_08 AC 638 ms
63,116 KB
testcase_09 AC 556 ms
63,252 KB
testcase_10 AC 403 ms
63,088 KB
testcase_11 AC 592 ms
63,320 KB
testcase_12 AC 484 ms
58,940 KB
testcase_13 AC 514 ms
63,864 KB
testcase_14 AC 637 ms
63,352 KB
testcase_15 AC 438 ms
64,092 KB
testcase_16 AC 372 ms
62,632 KB
testcase_17 AC 644 ms
63,280 KB
testcase_18 AC 233 ms
60,988 KB
testcase_19 AC 247 ms
61,096 KB
testcase_20 AC 783 ms
65,748 KB
testcase_21 AC 773 ms
65,728 KB
testcase_22 AC 741 ms
65,784 KB
testcase_23 AC 729 ms
63,348 KB
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ソースコード

diff #

package contest220527;
import java.io.*;
import java.util.ArrayDeque;
import java.util.Arrays;
import java.util.InputMismatchException;
import java.util.Queue;
import java.util.function.IntUnaryOperator;
import java.util.function.LongUnaryOperator;

public class FX {
	InputStream is;
	FastWriter out;

	String INPUT = "";

	public void solve()
	{
		// 数字iが連続する遷移を、
		// f_i = sum_{j:iの倍数でない} x^j
		// で表す。
		// また、本来求めたい多項式をHとし、数字iで終わる個数の多項式をh_iとすると、
		// H = sum_i h_iである。ただし長さ0のところは0とする。
		// 現在の数以外の遷移なので、次の式が成り立つ。
		// h_i = (H-h_i+1)f_i
		// h_i(1+f_i) = (H+1)f_i
		// H = sum_i (H+1)f_i/(1+f_i)
		// H/(H+1) = sum_i f_i/(1+f_i)
		// Hが何次式かはわからないけど、右辺は計算できる
		// f_i = 1/(1-x) - 1/(1-x^i)
		int n = ni(), m = ni();
		// 1-1/(1+f_i)
		int D = 11000;
		long[] r = new long[D];
		r[0] = m-1;
		for(int i = 2;i <= m;i++){
			// (x-1)(x^i-1)/((x-2)x^i+1)
			long[] f = new long[D];
			f[0] = 1;
			f[1] = mod - 1;
			f[i+1] = 1;
			f[i] = mod - 1;
			for(int j = 2;j < D;j++){
				if(j-i >= 0)f[j] += f[j-i] * 2;
				if(j-i-1 >= 0)f[j] -= f[j-i-1];
				f[j] %= mod;
				if(f[j] < 0)f[j] += mod;
			}
			r = sub(r, f);
		}
//		tr(r);
		// H/(H+1) = r
		// H = (H+1)r
		// H = 1/(1-r)-1
		long[] den = sub(new long[]{1}, r);
		long[] H = sub(inv(den), new long[]{1});
		H[0] = 1;
		out.println(guess(H, mod, n));
	}

	public static long bostanMori(long[] P, long[] Q, long n)
	{
		// P(x)Q(-x)
		while(n > 0) {
			if(Q.length > n+1)Q = Arrays.copyOf(Q, (int)n+1);
			if(P.length > n+1)P = Arrays.copyOf(P, (int)n+1);
			long[] QF = Arrays.copyOf(Q, Q.length);
			for (int i = 1; i < QF.length; i += 2) {
				QF[i] = Q[i] == 0 ? 0 : mod - Q[i];
			}
			long[] PQF = mul(P, QF);
			long[] QQF = mul(Q, QF);
			Q = even(QQF);
			P = n % 2 == 0 ? even(PQF) : odd(PQF);
			n /= 2;
		}
		return P[0] * invl(Q[0], mod) % mod;
	}

	private static long[] even(long[] a)
	{
		long[] ret = new long[(a.length+1)/2];
		for(int i = 0;i < a.length;i+=2){
			ret[i/2] = a[i];
		}
		return ret;
	}

	private static long[] odd(long[] a)
	{
		long[] ret = new long[a.length/2];
		for(int i = 1;i < a.length;i+=2){
			ret[i/2] = a[i];
		}
		return ret;
	}

	public long guess(long[] a, int mod, long n)
	{
		if(a.length % 2 == 1)a = Arrays.copyOf(a, a.length/2*2); // strip to even length
		long[] q = modifiedBerlekampMassey(a, mod);
		q = rev(q);
		long[] aa = mul(a, q, q.length-1);
		return bostanMori(aa, q, n);
	}

	public static long[] rev(long[] a){long[] b = new long[a.length];for(int i = 0;i < a.length;i++)b[a.length-1-i] = a[i];return b;}


	public static long lr(long[] a, long[] co, long n, long mod)
	{
		int m = a.length;
		if(m == 1){
			long ret = a[0];
			long mul = co[0];
			for(;n > 0;n >>>= 1){
				if((n&1)==1){
					ret = (ret * mul) % mod;
				}
				mul = (mul * mul) % mod;
			}
			return ret;
		}

		long[][] m2 = new long[m-1][m];
		System.arraycopy(co, 0, m2[0], 0, m);
		for(int i = 1;i < m-1;i++){
			for(int j = 0;j < m;j++){
				long x = m2[i-1][m-1] * co[j];
				if(j-1 >= 0)x += m2[i-1][j-1];
				m2[i][j] = x % mod;
			}
		}

		long[] ret = new long[m];
		ret[0] = 1;
		long[] temp = new long[2*m];
		for(int l = 62;l >= 0;l--){
			if(n<<~l<0){
				for(int i = 0;i < m;i++)temp[i] = ret[m-1] * co[i];
				for(int i = 1;i < m;i++)temp[i] += ret[i-1];
				for(int i = 0;i < m;i++)ret[i] = temp[i] % mod;
			}
			if(l > 0){
				Arrays.fill(temp, 0L);
				for(int i = 0;i < m;i++){
					for(int j = 0;j < m;j++){
						temp[i+j] += ret[i] * ret[j] % mod;
					}
				}
				for(int i = 0;i < 2*m-1;i++){
					temp[i] %= mod;
				}
				for(int i = 0;i < m;i++){
					long s = temp[i];
					for(int j = m;j < 2*m-1;j++){
						s += temp[j] * m2[j-m][i] % mod;
					}
					ret[i] = s % mod;
				}
			}
		}

		long s = 0;
		for(int i = 0;i < m;i++){
			s += ret[i] * a[i] % mod;
		}
		return s % mod;
	}


	public static long[] modifiedBerlekampMassey(long[] a, int mod)
	{
		assert a.length % 2 == 0;
		int n = a.length/2;
		int m = 2*n-1;
		long[] R0 = new long[2*n+1]; R0[2*n] = 1;
		long[] R1 = new long[2*n];
		for(int i = 0;i < 2*n;i++)R1[i] = a[m-i];
		R1 = strip(R1);

		long[][] IM0 = hgcd(R0, R1);
		long[] v1 = IM0[3];

//		long[] v0 = {0L};
//		long[] v1 = {1L};
//		while(n <= R1.length-1){
//			long[][] QR = divmod(R0, R1, mod);
//			long[] v = sub(v0, mul(QR[0], v1));
//			v0 = v1; v1 = v; R0 = R1; R1 = QR[1];
//		}
//		tr2(R0);
//		tr2(R1);
//		tr2(v1);
//		tr2("high");
//		tr2(xv1);
//		for(long[] u : res){
//			tr2(u);
//		}
		// normalize
		long z = invl(v1[v1.length-1], mod);
		for(int i = 0;i < v1.length;i++){
			v1[i] = v1[i] * z % mod;
		}
		return strip(v1);
	}

	private static long[][] cogcdOnce(long[] p0, long[] p1)
	{
		assert p0.length > p1.length;
		long[][] ret = E;

		long[][] IM0 = hgcd(p0, p1);
		long[] p3 = mul2low(IM0, p0, p1);
		ret = mul22(IM0, ret);
		if (p3.length == 0) return ret;
//		long[] p2 = mul2high(IM0, p0, p1);
//		long[][] qr = div(p2, p3);
//		long[] p4 = qr[1];
//		ret = mul22q(qr[0], ret);
//		if (p4.length == 0) return ret;
		return ret;
	}


	private static void tr2(Object... o) { System.out.println(Arrays.deepToString(o)); }


	public static long[] strip(long[] a)
	{
		int i;
		for(i = a.length-1;i > 0 && a[i] == 0;i--);
		if(i + 1 == a.length)return a;
		return Arrays.copyOf(a, i+1);
	}

	public static long[][] divmod(long[] A, long[] B, int mod)
	{
		assert B[B.length-1] != 0;
		long[] R = Arrays.copyOf(A, A.length);
		long[] Q = new long[Math.max(1, A.length-B.length+1)];
		long ib = invl(B[B.length-1], mod);
		for(int i = A.length-1, t = Q.length-1;i >= B.length-1;i--,t--){
			long m = R[i] * ib % mod;
			Q[t] = m;
			for(int j = 0, k = i-B.length+1+j;j < B.length;j++,k++){
				R[k] -= B[j] * m;
				R[k] %= mod;
				if(R[k] < 0)R[k] += mod;
			}
			assert R[i] == 0;
		}
		return new long[][]{Q, strip(R)};
	}

	private static final long[][] E = {{1},{},{},{1}};

	public static long[] gcd(long[] a, long[] b)
	{
		a = clean(a); b = clean(b);
		if(a.length < b.length){
			long[] d = a; a = b; b = d;
		}
		if (a.length == b.length) {
			long t = ((long)mod*mod - invl(a[a.length-1], mod) * b[b.length-1]) % mod;
			for(int i = 0;i < b.length;i++){
				b[i] = (b[i] + a[i] * t) % mod;
			}
			b = clean(b);
			assert a.length > b.length;
		}
		long[][] ico = cogcd(a, b);
		long[] ret = clean(mul2high(ico, a, b));

		// normalize (to monic)
		long c = invl(ret[ret.length-1], mod);
		for(int i = 0;i < ret.length;i++)ret[i] = ret[i] * c % mod;
		return ret;
	}

	public static long[][] exgcd(long[] a, long[] b)
	{
		a = clean(a); b = clean(b);
		if(a.length < b.length){
			long[][] ret = exgcd(b, a);
			return new long[][]{ret[1], ret[0], ret[2]};
		}
		if (a.length == b.length) {
			long t = ((long)mod*mod - invl(a[a.length-1], mod) * b[b.length-1]) % mod;
			for(int i = 0;i < b.length;i++){
				b[i] = (b[i] + a[i] * t) % mod;
			}
			b = clean(b);
			assert a.length > b.length;
			long[][] ret = exgcd(a, b);
			// (A B)(a   ) = (g)
			// (C D)(b+ta)   (0)
			// (A+tB B)(a) = (g)
			// (C+tD D)(b)   (0)
			ret[0] = clean(add(ret[0], mul(ret[1], t)));
			return ret;
		}
		long[][] ico = cogcd(a, b);
		long[] gcd = clean(mul2high(ico, a, b));
		return new long[][]{ico[0], ico[1], gcd};
	}

	private static long[][] cogcd(long[] p0, long[] p1)
	{
		assert p0.length > p1.length;
		long[][] ret = E;

		while(true) {
			long[][] IM0 = hgcd(p0, p1);
			long[] p3 = mul2low(IM0, p0, p1);
			ret = mul22(IM0, ret);
			if (p3.length == 0) return ret;
			long[] p2 = mul2high(IM0, p0, p1);
			long[][] qr = div(p2, p3);
			long[] p4 = qr[1];
			ret = mul22q(qr[0], ret);
			if (p4.length == 0) return ret;
			p0 = p3; p1 = p4;
		}
	}

	private static long[][] hgcd(long[] a, long[] b)
	{
		if(b.length == 0)return E;
		int N = a.length-1;
		int M = b.length-1;
		assert N > M;
		int m = (N+1)/2; // the magic threshold
		if(M < m)return E;
		long[] a0 = Arrays.copyOfRange(a, m, a.length);
		long[] b0 = Arrays.copyOfRange(b, m, b.length);
		long[][] IR = hgcd(a0, b0);

		long[] bp = mul2low(IR, a, b);
		if(bp.length-1 < m)return IR;
		long[] ap = mul2high(IR, a, b);

		long[][] qr = div(ap, bp);
		long[] D = qr[1], C = bp;
		int l = bp.length-1;
		int k = 2*m-l;
		long[] C0 = Arrays.copyOfRange(C, k, C.length);
		long[] D0 = Arrays.copyOfRange(D, k, D.length);
		long[][] IS = hgcd(C0, D0);
		return clean(mul22(mul22q(IS, qr[0]), IR));
	}

	/**
	 * P(x)^nをm次まで求める。
	 *
	 * Q(x)=P(x)^nとすると、
	 * Q'(x)=nP'(x)P(x)^{n-1}である。したがって、
	 * Q(x) = P(x) * Q'(x)/n/P'(x)
	 * nP'(x)Q(x) = P(x)Q'(x)である。
	 * これのx^iの係数は、
	 * n(sum_j (i-j+1)p[i-j+1]*q[j]) = sum_j p[i-j]*(j+1)q[j+1]
	 * となる。
	 * ここから、
	 * q[i+1] = (n(sum_j (i-j+1)p[i-j+1]*q[j]) - sum_{j=0}^{i-1} p[i-j]*(j+1)q[j+1]) / p[0] / (i+1)
	 * が導かれる。sumは、iが大きくなっても|P|で抑えられるので、全体でO(|P|m)になる。
	 * 0<=i-j+1<|P| -> i+1-|P|<j<=i+1
	 *
	 * またこれはnが負のときでも成立する。
	 *
	 * @param P P[0] != 0
	 * @param n
	 * @param m
	 * @return
	 */
	public static long[] pow(long[] P, int n, int m)
	{
		long[] Q = new long[m+1];
		long ip0 = invl(P[0], mod);
		Q[0] = n >= 0 ? pow(P[0], n, mod) : pow(ip0, n, mod);
		for(int i = 0;i < m;i++){
			long s = 0;
			for(int j = Math.max(0, i+1-P.length+1);j <= i;j++){
				s += (i-j+1) * P[i-j+1] % mod * Q[j];
				if(s >= big)s -= big;
			}
			s %= mod;
			long t = 0;
			for(int j = Math.max(0, i-P.length+1);j <= i-1;j++){
				t += (j+1) * P[i-j] % mod * Q[j+1];
				if(t >= big)t -= big;
			}
			t %= mod;
			s = (s*n-t) % mod;
			if(s < 0)s += mod;
			Q[i+1] = s * ip0 % mod * invl(i+1, mod) % mod;
		}
		return Q;
	}

	/**
	 * Pがsparseな場合のP^nをm次まで
	 * O(|P|m).
	 * NOT VERIFIED
	 *
	 * @param P [index, value] P[0] != 0
	 * @param n
	 * @param m
	 * @return
	 */
	public static long[] pow(long[][] P, int n, int m)
	{
		long[] Q = new long[m+1];
		long p0 = 0;
		for(long[] u : P)if(u[0] == 0)p0 = u[1];
		assert p0 != 0;

		long ip0 = invl(p0, mod);
		Q[0] = n >= 0 ? pow(p0, n, mod) : pow(ip0, n, mod);
		for(int i = 0;i < m;i++){
			long s = 0;
			for (long[] u : P) {
				if (Math.max(0, i + 1 - P.length + 1) <= i - u[0] + 1 && i - u[0] + 1 <= i) {
					s += u[0] * u[1] % mod * Q[i - (int) u[0] + 1];
					if(s >= big)s -= big;
				}
			}
			s %= mod;
			long t = 0;
			for(long[] u : P) {
				if (Math.max(0, i - P.length + 1) <= i - u[0] && i - u[0] <= i - 1) {
					t += (i-u[0]+1) * u[1] % mod * Q[i - (int) u[0] + 1];
					if(t >= big)t -= big;
				}
			}
			t %= mod;
			s = (s*n-t) % mod;
			if(s < 0)s += mod;
			Q[i+1] = s * ip0 % mod * invl(i+1, mod) % mod;
		}
		return Q;
	}

	/**
	 * n=500000, K=10^9でpowより1.76倍遅い
	 * @param a
	 * @param K
	 * @return
	 */
	public static long[] powNaive(long[] a, int K)
	{
		int n = a.length;
		long[] ret = {1};
		for(int d = 31-Integer.numberOfLeadingZeros(K);d >= 0;d--) {
			ret = mul(ret, ret, n);
			if(K<<~d<0) {
				ret = mul(ret, a, n);
			}
		}
		return ret;
	}

	public static long pow(long a, long n, long mod) {
		//		a %= mod;
		long ret = 1;
		int x = 63 - Long.numberOfLeadingZeros(n);
		for (; x >= 0; x--) {
			ret = ret * ret % mod;
			if (n << 63 - x < 0)
				ret = ret * a % mod;
		}
		return ret;
	}

	public static long[] reverse_(long[] p)
	{
		for(int i = 0, j = p.length-1;i < j;i++,j--){
			long d = p[i]; p[i] = p[j]; p[j] = d;
		}
		return p;
	}

	public static long[] reverse(long[] p)
	{
		long[] ret = new long[p.length];
		for(int i = 0;i < p.length;i++){
			ret[i] = p[p.length-1-i];
		}
		return ret;
	}

	public static long[] reverse(long[] p, int lim)
	{
		long[] ret = new long[lim];
		for(int i = 0;i < lim && i < p.length;i++){
			ret[i] = p[p.length-1-i];
		}
		return ret;
	}

	// [quotient, remainder]
	// remainder can be empty.
	//
	// deg(f)=n, deg(g)=m, f=gq+r, f=gq+r.
	// f* = x^n*f(1/x),
	// t=g*^-1 mod x^(n-m+1), q=(tf* mod x^(n-m+1))*
	public static long[][] div(long[] f, long[] g)
	{
		int n = f.length, m = g.length;
		if(n < m)return new long[][]{new long[0], Arrays.copyOf(f, n)};
		long[] rf = reverse(f, n-m+1);
		long[] rg = reverse(g, n-m+1);
		long[] rq = mul(rf, inv(rg), n-m+1);
		long[] q = reverse(rq, n-m+1);
		long[] r = sub(f, mul(q, g, m-1), m-1);
		return new long[][]{q, r};
	}

	static long[] mul2high(long[][] x, long[] a, long[] b)
	{
		return clean(add(mul(x[0], a), mul(x[1], b)));
	}

	static long[] mul2low(long[][] x, long[] a, long[] b)
	{
		return clean(add(mul(x[2], a), mul(x[3], b)));
	}

	static long[] clean(long[] a)
	{
		for(int i = a.length-1;i >= 0;i--){
			if(a[i] != 0)return i == a.length-1 ? a : Arrays.copyOf(a, i+1);
		}
		return new long[0];
	}

	static long[][] clean(long[][] a)
	{
		for(int i = 0;i < a.length;i++)a[i] = clean(a[i]);
		return a;
	}

	static long[][] mul22(long[][] A, long[][] B)
	{
		assert A.length == 4;
		assert B.length == 4;
		long[][] C = new long[4][];
		C[0] = clean(add(mul(A[0], B[0]), mul(A[1], B[2])));
		C[1] = clean(add(mul(A[0], B[1]), mul(A[1], B[3])));
		C[2] = clean(add(mul(A[2], B[0]), mul(A[3], B[2])));
		C[3] = clean(add(mul(A[2], B[1]), mul(A[3], B[3])));
		return C;
	}

	static long[][] mul22q(long[][] A, long[] q)
	{
		assert A.length == 4;
		long[][] C = new long[4][];
		C[0] = flip(A[1]);
		C[1] = clean(sub(mul(A[1], q), A[0]));
		C[2] = flip(A[3]);
		C[3] = clean(sub(mul(A[3], q), A[2]));
		return C;
	}

	static long[][] mul22q(long[] q, long[][] A)
	{
		assert A.length == 4;
		long[][] C = new long[4][];
		C[0] = flip(A[2]);
		C[1] = flip(A[3]);
		C[2] = clean(sub(mul(A[2], q), A[0]));
		C[3] = clean(sub(mul(A[3], q), A[1]));
		return C;
	}

	static long[] flip(long[] a)
	{
		long[] ret = Arrays.copyOf(a, a.length);
		for(int i = 0;i < a.length;i++){
			ret[i] = mod - a[i];
			if(ret[i] == mod)ret[i] = 0;
		}
		return ret;
	}


	public static final int mod = 998244353;
	public static final int G = 3;

	// only 998244353
	public static long[] mul(long[] a, long[] b)
	{
		if(a.length == 0 && b.length == 0)return new long[0];
		if(a.length + b.length >= 300) {
			return Arrays.copyOf(NTTStockham998244353.convolve(a, b), a.length + b.length - 1);
		}else{
			return mulnaive(a, b);
		}
	}

	public static long[] mul(long[] a, long[] b, int lim)
	{
		if(a.length + b.length >= 300) {
			return Arrays.copyOf(NTTStockham998244353.convolve(a, b), lim);
		}else{
			return mulnaive(a, b, lim);
		}
	}

	//	public static final int mod = 1000000007;
	//	public static long[] mul(long[] a, long[] b)
	//	{
	//		if(Math.max(a.length, b.length) >= 3000){
	//			return Arrays.copyOf(NTTCRT.convolve(a, b, 3, mod), a.length+b.length-1);
	//		}else{
	//			return mulnaive(a, b);
	//		}
	//	}

	//	public static long[] mul(long[] a, long[] b, int lim)
	//	{
	//		if(Math.max(a.length, b.length) >= 3000){
	//			return Arrays.copyOf(NTTCRT.convolve(a, b, 3, mod), lim);
	//		}else{
	//			return mulnaive(a, b, lim);
	//		}
	//	}

	public static final long big = (Long.MAX_VALUE/mod/mod-1)*mod*mod;

	public static long[] mulnaive(long[] a, long[] b)
	{
		long[] c = new long[a.length+b.length-1];
		for(int i = 0;i < a.length;i++){
			for(int j = 0;j < b.length;j++){
				c[i+j] += a[i]*b[j];
				if(c[i+j] >= big)c[i+j] -= big;
			}
		}
		for(int i = 0;i < c.length;i++)c[i] %= mod;
		return c;
	}

	public static long[] mulnaive(long[] a, long[] b, int lim)
	{
		long[] c = new long[lim];
		for(int i = 0;i < a.length;i++){
			for(int j = 0;j < b.length && i+j < lim;j++){
				c[i+j] += a[i]*b[j];
				if(c[i+j] >= big)c[i+j] -= big;
			}
		}
		for(int i = 0;i < c.length;i++)c[i] %= mod;
		return c;
	}

	public static long[] mul_(long[] a, long k)
	{
		for(int i = 0;i < a.length;i++)a[i] = a[i] * k % mod;
		return a;
	}

	public static long[] mul(long[] a, long k)
	{
		a = Arrays.copyOf(a, a.length);
		for(int i = 0;i < a.length;i++)a[i] = a[i] * k % mod;
		return a;
	}

	public static long[] add(long[] a, long[] b)
	{
		long[] c = new long[Math.max(a.length, b.length)];
		for(int i = 0;i < a.length;i++)c[i] += a[i];
		for(int i = 0;i < b.length;i++)c[i] += b[i];
		for(int i = 0;i < c.length;i++)if(c[i] >= mod)c[i] -= mod;
		return c;
	}

	public static long[] add(long[] a, long[] b, int lim)
	{
		long[] c = new long[lim];
		for(int i = 0;i < a.length && i < lim;i++)c[i] += a[i];
		for(int i = 0;i < b.length && i < lim;i++)c[i] += b[i];
		for(int i = 0;i < c.length;i++)if(c[i] >= mod)c[i] -= mod;
		return c;
	}

	public static long[] sub(long[] a, long[] b)
	{
		long[] c = new long[Math.max(a.length, b.length)];
		for(int i = 0;i < a.length;i++)c[i] += a[i];
		for(int i = 0;i < b.length;i++)c[i] -= b[i];
		for(int i = 0;i < c.length;i++)if(c[i] < 0)c[i] += mod;
		return c;
	}

	public static long[] sub(long[] a, long[] b, int lim)
	{
		long[] c = new long[lim];
		for(int i = 0;i < a.length && i < lim;i++)c[i] += a[i];
		for(int i = 0;i < b.length && i < lim;i++)c[i] -= b[i];
		for(int i = 0;i < c.length;i++)if(c[i] < 0)c[i] += mod;
		return c;
	}

	// F_{t+1}(x) = -F_t(x)^2*P(x) + 2F_t(x)
	// if want p-destructive, comment out flipping p just before returning.
	public static long[] inv(long[] p)
	{
		int n = p.length;
		long[] f = {invl(p[0], mod)};
		for(int i = 0;i < p.length;i++){
			if(p[i] == 0)continue;
			p[i] = mod-p[i];
		}
		for(int i = 1;i < 2*n;i*=2){
			long[] f2 = mul(f, f, Math.min(n, 2*i));
			long[] f2p = mul(f2, Arrays.copyOf(p, i), Math.min(n, 2*i));
			for(int j = 0;j < f.length;j++){
				f2p[j] += 2L*f[j];
				if(f2p[j] >= mod)f2p[j] -= mod;
				if(f2p[j] >= mod)f2p[j] -= mod;
			}
			f = f2p;
		}
		for(int i = 0;i < p.length;i++){
			if(p[i] == 0)continue;
			p[i] = mod-p[i];
		}
		return f;
	}

	// differentiate
	public static long[] d(long[] p)
	{
		long[] q = new long[p.length];
		for(int i = 0;i < p.length-1;i++){
			q[i] = p[i+1] * (i+1) % mod;
		}
		return q;
	}

	// integrate
	public static long[] i(long[] p)
	{
		long[] q = new long[p.length];
		for(int i = 0;i < p.length-1;i++){
			q[i+1] = p[i] * invl(i+1, mod) % mod;
		}
		return q;
	}

	public static long invl(long a, long mod) {
		long b = mod;
		long p = 1, q = 0;
		while (b > 0) {
			long c = a / b;
			long d;
			d = a;
			a = b;
			b = d % b;
			d = p;
			p = q;
			q = d - c * q;
		}
		return p < 0 ? p + mod : p;
	}

	public static class NTTStockham998244353 {
		private static final int P = 998244353, mod = P, G = 3;
		private static long[] wps;

		public static long[] convolve(long[] a, long[] b)
		{
			int m = Math.max(2, Integer.highestOneBit(Math.max(a.length, b.length)-1)<<2);

			wps = new long[m];
			long unit = pow(G, (P-1)/m);
			wps[0] = 1;
			for(int p = 1;p < m;p++) {
				wps[p] = wps[p-1] * unit % mod;
			}

			long[] fa = go(a, m, false);
			long[] fb = a == b ? fa : go(b, m, false);
			for(int i = 0;i < m;i++){
				fa[i] = fa[i]*fb[i] % mod;
			}
			fa = go(fa, m, true);
			for(int i = 1, j = m-1;i < j;i++,j--) {
				long d = fa[i]; fa[i] = fa[j]; fa[j] = d;
			}
			return fa;
		}

		private static void fft(long[] X, long[] Y)
		{
			int s = 1;
			boolean eo = false;
			for(int n = X.length;n >= 4;n /= 2) {
				int m = n/2;
				for(int p = 0;p < m;p++) {
					long wp = wps[s*p];
					long wk = (wp<<32)/P;
					for(int q = 0;q < s;q++) {
						long a = X[q + s*(p+0)];
						long b = X[q + s*(p+m)];
						long ndsts = a + b;
						if(ndsts >= 2*P)ndsts -= 2*P;
						long T = a - b + 2*P;
						long Q = wk*T>>>32;
						Y[q + s*(2*p+0)] = ndsts;
						Y[q + s*(2*p+1)] = wp*T-Q*P&(1L<<32)-1;
					}
				}
				s *= 2;
				eo = !eo;
				long[] D = X; X = Y; Y = D;
			}
			long[] z = eo ? Y : X;
			for(int q = 0;q < s;q++) {
				long a = X[q + 0];
				long b = X[q + s];
				z[q+0] = (a+b) % P;
				z[q+s] = (a-b+2*P) % P;
			}
		}

		//	private static void fft(long[] X, long[] Y)
		//	{
		//		int s = 1;
		//		boolean eo = false;
		//		for(int n = X.length;n >= 4;n /= 2) {
		//			int m = n/2;
		//			for(int p = 0;p < m;p++) {
		//				long wp = wps[s*p];
		//				for(int q = 0;q < s;q++) {
		//					long a = X[q + s*(p+0)];
		//					long b = X[q + s*(p+m)];
		//					Y[q + s*(2*p+0)] = (a+b) % P;
		//					Y[q + s*(2*p+1)] = (a-b+P) * wp % P;
		//				}
		//			}
		//			s *= 2;
		//			eo = !eo;
		//			long[] D = X; X = Y; Y = D;
		//		}
		//		long[] z = eo ? Y : X;
		//		for(int q = 0;q < s;q++) {
		//			long a = X[q + 0];
		//			long b = X[q + s];
		//			z[q+0] = (a+b) % P;
		//			z[q+s] = (a-b+P) % P;
		//		}
		//	}

		private static long[] go(long[] src, int n, boolean inverse)
		{
			long[] dst = Arrays.copyOf(src, n);
			fft(dst, new long[n]);
			if(inverse){
				long in = invl(n);
				for(int i = 0;i < n;i++){
					dst[i] = dst[i] * in % mod;
				}
			}

			return dst;
		}

		private static long pow(long a, long n) {
			//		a %= mod;
			long ret = 1;
			int x = 63 - Long.numberOfLeadingZeros(n);
			for (; x >= 0; x--) {
				ret = ret*ret % mod;
				if (n<<~x<0)ret = ret*a%mod;
			}
			return ret;
		}

		private static long invl(long a) {
			long b = mod;
			long p = 1, q = 0;
			while (b > 0) {
				long c = a / b;
				long d;
				d = a;
				a = b;
				b = d % b;
				d = p;
				p = q;
				q = d - c * q;
			}
			return p < 0 ? p + mod : p;
		}
	}



	public static void main(String[] args) {
		new FX().run();
	}

	public void run()
	{
		long S = System.currentTimeMillis();
		is = INPUT.isEmpty() ? System.in : new ByteArrayInputStream(INPUT.getBytes());
		out = new FastWriter(System.out);

		solve();
		out.flush();
		long G = System.currentTimeMillis();
		tr(G-S+"ms");
		//		Thread t = new Thread(null, null, "~", Runtime.getRuntime().maxMemory()){
		//			@Override
		//			public void run() {
		//				long s = System.currentTimeMillis();
		//				solve();
		//				out.flush();
		//				if(!INPUT.isEmpty())tr(System.currentTimeMillis()-s+"ms");
		//			}
		//		};
		//		t.start();
		//		t.join();
	}

	private boolean eof()
	{
		if(lenbuf == -1)return true;
		int lptr = ptrbuf;
		while(lptr < lenbuf)if(!isSpaceChar(inbuf[lptr++]))return false;

		try {
			is.mark(1000);
			while(true){
				int b = is.read();
				if(b == -1){
					is.reset();
					return true;
				}else if(!isSpaceChar(b)){
					is.reset();
					return false;
				}
			}
		} catch (IOException e) {
			return true;
		}
	}

	private final byte[] inbuf = new byte[1024];
	public int lenbuf = 0, ptrbuf = 0;

	private int readByte()
	{
		if(lenbuf == -1)throw new InputMismatchException();
		if(ptrbuf >= lenbuf){
			ptrbuf = 0;
			try { lenbuf = is.read(inbuf); } catch (IOException e) { throw new InputMismatchException(); }
			if(lenbuf <= 0)return -1;
		}
		return inbuf[ptrbuf++];
	}

	private boolean isSpaceChar(int c) { return !(c >= 33 && c <= 126); }
	//	private boolean isSpaceChar(int c) { return !(c >= 32 && c <= 126); }
	private int skip() { int b; while((b = readByte()) != -1 && isSpaceChar(b)); return b; }

	private double nd() { return Double.parseDouble(ns()); }
	private char nc() { return (char)skip(); }

	private String ns()
	{
		int b = skip();
		StringBuilder sb = new StringBuilder();
		while(!(isSpaceChar(b))){
			sb.appendCodePoint(b);
			b = readByte();
		}
		return sb.toString();
	}

	private char[] ns(int n)
	{
		char[] buf = new char[n];
		int b = skip(), p = 0;
		while(p < n && !(isSpaceChar(b))){
			buf[p++] = (char)b;
			b = readByte();
		}
		return n == p ? buf : Arrays.copyOf(buf, p);
	}

	private char[][] nm(int n, int m)
	{
		char[][] map = new char[n][];
		for(int i = 0;i < n;i++)map[i] = ns(m);
		return map;
	}

	private int[][] nmi(int n, int m)
	{
		int[][] map = new int[n][];
		for(int i = 0;i < n;i++)map[i] = na(m);
		return map;
	}

	private int[] na(int n)
	{
		int[] a = new int[n];
		for(int i = 0;i < n;i++)a[i] = ni();
		return a;
	}

	private long[] nal(int n)
	{
		long[] a = new long[n];
		for(int i = 0;i < n;i++)a[i] = nl();
		return a;
	}

	private int ni()
	{
		int num = 0, b;
		boolean minus = false;
		while((b = readByte()) != -1 && !((b >= '0' && b <= '9') || b == '-'));
		if(b == '-'){
			minus = true;
			b = readByte();
		}

		while(true){
			if(b >= '0' && b <= '9'){
				num = num * 10 + (b - '0');
			}else{
				return minus ? -num : num;
			}
			b = readByte();
		}
	}

	private long nl()
	{
		long num = 0;
		int b;
		boolean minus = false;
		while((b = readByte()) != -1 && !((b >= '0' && b <= '9') || b == '-'));
		if(b == '-'){
			minus = true;
			b = readByte();
		}

		while(true){
			if(b >= '0' && b <= '9'){
				num = num * 10 + (b - '0');
			}else{
				return minus ? -num : num;
			}
			b = readByte();
		}
	}

	public static class FastWriter
	{
		private static final int BUF_SIZE = 1<<13;
		private final byte[] buf = new byte[BUF_SIZE];
		private final OutputStream out;
		private int ptr = 0;

		private FastWriter(){out = null;}

		public FastWriter(OutputStream os)
		{
			this.out = os;
		}

		public FastWriter(String path)
		{
			try {
				this.out = new FileOutputStream(path);
			} catch (FileNotFoundException e) {
				throw new RuntimeException("FastWriter");
			}
		}

		public FastWriter write(byte b)
		{
			buf[ptr++] = b;
			if(ptr == BUF_SIZE)innerflush();
			return this;
		}

		public FastWriter write(char c)
		{
			return write((byte)c);
		}

		public FastWriter write(char[] s)
		{
			for(char c : s){
				buf[ptr++] = (byte)c;
				if(ptr == BUF_SIZE)innerflush();
			}
			return this;
		}

		public FastWriter write(String s)
		{
			s.chars().forEach(c -> {
				buf[ptr++] = (byte)c;
				if(ptr == BUF_SIZE)innerflush();
			});
			return this;
		}

		private static int countDigits(int l) {
			if (l >= 1000000000) return 10;
			if (l >= 100000000) return 9;
			if (l >= 10000000) return 8;
			if (l >= 1000000) return 7;
			if (l >= 100000) return 6;
			if (l >= 10000) return 5;
			if (l >= 1000) return 4;
			if (l >= 100) return 3;
			if (l >= 10) return 2;
			return 1;
		}

		public FastWriter write(int x)
		{
			if(x == Integer.MIN_VALUE){
				return write((long)x);
			}
			if(ptr + 12 >= BUF_SIZE)innerflush();
			if(x < 0){
				write((byte)'-');
				x = -x;
			}
			int d = countDigits(x);
			for(int i = ptr + d - 1;i >= ptr;i--){
				buf[i] = (byte)('0'+x%10);
				x /= 10;
			}
			ptr += d;
			return this;
		}

		private static int countDigits(long l) {
			if (l >= 1000000000000000000L) return 19;
			if (l >= 100000000000000000L) return 18;
			if (l >= 10000000000000000L) return 17;
			if (l >= 1000000000000000L) return 16;
			if (l >= 100000000000000L) return 15;
			if (l >= 10000000000000L) return 14;
			if (l >= 1000000000000L) return 13;
			if (l >= 100000000000L) return 12;
			if (l >= 10000000000L) return 11;
			if (l >= 1000000000L) return 10;
			if (l >= 100000000L) return 9;
			if (l >= 10000000L) return 8;
			if (l >= 1000000L) return 7;
			if (l >= 100000L) return 6;
			if (l >= 10000L) return 5;
			if (l >= 1000L) return 4;
			if (l >= 100L) return 3;
			if (l >= 10L) return 2;
			return 1;
		}

		public FastWriter write(long x)
		{
			if(x == Long.MIN_VALUE){
				return write("" + x);
			}
			if(ptr + 21 >= BUF_SIZE)innerflush();
			if(x < 0){
				write((byte)'-');
				x = -x;
			}
			int d = countDigits(x);
			for(int i = ptr + d - 1;i >= ptr;i--){
				buf[i] = (byte)('0'+x%10);
				x /= 10;
			}
			ptr += d;
			return this;
		}

		public FastWriter write(double x, int precision)
		{
			if(x < 0){
				write('-');
				x = -x;
			}
			x += Math.pow(10, -precision)/2;
			//		if(x < 0){ x = 0; }
			write((long)x).write(".");
			x -= (long)x;
			for(int i = 0;i < precision;i++){
				x *= 10;
				write((char)('0'+(int)x));
				x -= (int)x;
			}
			return this;
		}

		public FastWriter writeln(char c){ return write(c).writeln(); }
		public FastWriter writeln(int x){ return write(x).writeln(); }
		public FastWriter writeln(long x){ return write(x).writeln(); }
		public FastWriter writeln(double x, int precision){ return write(x, precision).writeln(); }

		public FastWriter write(int... xs)
		{
			boolean first = true;
			for(int x : xs) {
				if (!first) write(' ');
				first = false;
				write(x);
			}
			return this;
		}

		public FastWriter write(long... xs)
		{
			boolean first = true;
			for(long x : xs) {
				if (!first) write(' ');
				first = false;
				write(x);
			}
			return this;
		}

		public FastWriter write(IntUnaryOperator f, int... xs)
		{
			boolean first = true;
			for(int x : xs) {
				if (!first) write(' ');
				first = false;
				write(f.applyAsInt(x));
			}
			return this;
		}

		public FastWriter write(LongUnaryOperator f, long... xs)
		{
			boolean first = true;
			for(long x : xs) {
				if (!first) write(' ');
				first = false;
				write(f.applyAsLong(x));
			}
			return this;
		}

		public FastWriter writeln()
		{
			return write((byte)'\n');
		}

		public FastWriter writeln(int... xs) { return write(xs).writeln(); }
		public FastWriter writeln(long... xs) { return write(xs).writeln(); }
		public FastWriter writeln(IntUnaryOperator f, int... xs) { return write(f, xs).writeln(); }
		public FastWriter writeln(LongUnaryOperator f, long... xs) { return write(f, xs).writeln(); }
		public FastWriter writeln(char[] line) { return write(line).writeln(); }
		public FastWriter writeln(char[]... map) { for(char[] line : map)write(line).writeln();return this; }
		public FastWriter writeln(String s) { return write(s).writeln(); }

		private void innerflush()
		{
			try {
				out.write(buf, 0, ptr);
				ptr = 0;
			} catch (IOException e) {
				throw new RuntimeException("innerflush");
			}
		}

		public void flush()
		{
			innerflush();
			try {
				out.flush();
			} catch (IOException e) {
				throw new RuntimeException("flush");
			}
		}

		public FastWriter print(byte b) { return write(b); }
		public FastWriter print(char c) { return write(c); }
		public FastWriter print(char[] s) { return write(s); }
		public FastWriter print(String s) { return write(s); }
		public FastWriter print(int x) { return write(x); }
		public FastWriter print(long x) { return write(x); }
		public FastWriter print(double x, int precision) { return write(x, precision); }
		public FastWriter println(char c){ return writeln(c); }
		public FastWriter println(int x){ return writeln(x); }
		public FastWriter println(long x){ return writeln(x); }
		public FastWriter println(double x, int precision){ return writeln(x, precision); }
		public FastWriter print(int... xs) { return write(xs); }
		public FastWriter print(long... xs) { return write(xs); }
		public FastWriter print(IntUnaryOperator f, int... xs) { return write(f, xs); }
		public FastWriter print(LongUnaryOperator f, long... xs) { return write(f, xs); }
		public FastWriter println(int... xs) { return writeln(xs); }
		public FastWriter println(long... xs) { return writeln(xs); }
		public FastWriter println(IntUnaryOperator f, int... xs) { return writeln(f, xs); }
		public FastWriter println(LongUnaryOperator f, long... xs) { return writeln(f, xs); }
		public FastWriter println(char[] line) { return writeln(line); }
		public FastWriter println(char[]... map) { return writeln(map); }
		public FastWriter println(String s) { return writeln(s); }
		public FastWriter println() { return writeln(); }
	}

	public static void trnz(int... o)
	{
		for(int i = 0;i < o.length;i++)if(o[i] != 0)System.out.print(i+":"+o[i]+" ");
		System.out.println();
	}

	// print ids which are 1
	public static void trt(long... o)
	{
		Queue<Integer> stands = new ArrayDeque<>();
		for(int i = 0;i < o.length;i++){
			for(long x = o[i];x != 0;x &= x-1)stands.add(i<<6|Long.numberOfTrailingZeros(x));
		}
		System.out.println(stands);
	}

	public static void tf(boolean... r)
	{
		for(boolean x : r)System.out.print(x?'#':'.');
		System.out.println();
	}

	public static void tf(boolean[]... b)
	{
		for(boolean[] r : b) {
			for(boolean x : r)System.out.print(x?'#':'.');
			System.out.println();
		}
		System.out.println();
	}

	public void tf(long[]... b)
	{
		if(INPUT.length() != 0) {
			for (long[] r : b) {
				for (long x : r) {
					for (int i = 0; i < 64; i++) {
						System.out.print(x << ~i < 0 ? '#' : '.');
					}
				}
				System.out.println();
			}
			System.out.println();
		}
	}

	public void tf(long... b)
	{
		if(INPUT.length() != 0) {
			for (long x : b) {
				for (int i = 0; i < 64; i++) {
					System.out.print(x << ~i < 0 ? '#' : '.');
				}
			}
			System.out.println();
		}
	}

	private void tr(Object... o) { if(INPUT.length() != 0)System.out.println(Arrays.deepToString(o)); }
}
0