"""# ### 谜题描述 This is the hard version of the problem. The only difference between easy and hard versions is the constraint of m. You can make hacks only if both versions are solved. Chiori loves dolls and now she is going to decorate her bedroom! As a doll collector, Chiori has got n dolls. The i-th doll has a non-negative integer value a_i (a_i < 2^m, m is given). Chiori wants to pick some (maybe zero) dolls for the decoration, so there are 2^n different picking ways. Let x be the bitwise-xor-sum of values of dolls Chiori picks (in case Chiori picks no dolls x = 0). The value of this picking way is equal to the number of 1-bits in the binary representation of x. More formally, it is also equal to the number of indices 0 ≤ i < m, such that \left⌊ (x)/(2^i) \right⌋ is odd. Tell her the number of picking ways with value i for each integer i from 0 to m. Due to the answers can be very huge, print them by modulo 998 244 353. Input The first line contains two integers n and m (1 ≤ n ≤ 2 ⋅ 10^5, 0 ≤ m ≤ 53) — the number of dolls and the maximum value of the picking way. The second line contains n integers a_1, a_2, …, a_n (0 ≤ a_i < 2^m) — the values of dolls. Output Print m+1 integers p_0, p_1, …, p_m — p_i is equal to the number of picking ways with value i by modulo 998 244 353. Examples Input 4 4 3 5 8 14 Output 2 2 6 6 0 Input 6 7 11 45 14 9 19 81 Output 1 2 11 20 15 10 5 0 Here is a reference code to solve this task. You can use this to help you genereate cases or validate the solution. ```python #include using namespace std; using LL = long long; namespace _buff { const size_t BUFF = 1 << 19; char ibuf[BUFF], *ib = ibuf, *ie = ibuf; char getc() { if (ib == ie) { ib = ibuf; ie = ibuf + fread(ibuf, 1, BUFF, stdin); } return ib == ie ? -1 : *ib++; } } // namespace _buff LL read() { using namespace _buff; LL ret = 0; bool pos = true; char c = getc(); for (; (c < '0' || c > '9') && c != '-'; c = getc()) { assert(~c); } if (c == '-') { pos = false; c = getc(); } for (; c >= '0' && c <= '9'; c = getc()) { ret = (ret << 3) + (ret << 1) + (c ^ 48); } return pos ? ret : -ret; } const int MOD = 998244353; using uint = unsigned; struct Z { uint v; Z(uint v = 0) : v(v) {} Z &operator+=(const Z &z) { v += z.v; if (v >= MOD) v -= MOD; return *this; } Z &operator-=(const Z &z) { if (v < z.v) v += MOD; v -= z.v; return *this; } Z &operator*=(const Z &z) { v = static_cast(v) * z.v % MOD; return *this; } }; ostream &operator<<(ostream &os, const Z &z) { return os << z.v; } Z operator+(const Z &x, const Z &y) { return Z(x.v + y.v >= MOD ? x.v + y.v - MOD : x.v + y.v); } Z operator-(const Z &x, const Z &y) { return Z(x.v < y.v ? x.v + MOD - y.v : x.v - y.v); } Z operator*(const Z &x, const Z &y) { return Z(static_cast(x.v) * y.v % MOD); } Z qpow(Z base, uint e) { Z ret(1); for (; e; e >>= 1) { if (e & 1) { ret *= base; } base *= base; } return ret; } const size_t L = 60; using ull = uint64_t; uint m; struct LB { ull b[L]; LB() { memset(b, 0, sizeof b); } void add(ull x) { for (uint i = m; i--;) { if (x >> i & 1) { if (b[i]) { x ^= b[i]; } else { b[i] = x; for (uint j = i; j--;) { if (b[i] >> j & 1) b[i] ^= b[j]; } for (uint j = i + 1; j < m; ++j) { if (b[j] >> i & 1) b[j] ^= b[i]; } return; } } } } }; ull b[L]; uint cnt; int f[L]; void get_b(const LB &lb) { cnt = 0; for (uint i = 0; i < m; ++i) { if (lb.b[i]) { b[cnt++] = lb.b[i]; } } } void dfs(ull cur = 0, uint i = 0) { if (i == cnt) { ++f[__builtin_popcountll(cur)]; return; } dfs(cur, i + 1); dfs(cur ^ b[i], i + 1); } Z comb[L][L]; void prep_comb() { for (uint i = 0; i < L; ++i) { comb[i][0] = 1; for (uint j = 1; j <= i; ++j) { comb[i][j] = comb[i - 1][j] + comb[i - 1][j - 1]; } } } int main() { int n = read(); m = read(); LB b; for (int i = 0; i < n; ++i) { b.add(read()); } get_b(b); assert(cnt <= n); Z mul = qpow(2, n - cnt); if ((cnt << 1) <= m) { dfs(); for (uint i = 0; i <= m; ++i) { cout << f[i] * mul << ' '; } } else { cnt = 0; for (uint i = 0; i < m; ++i) { ull cur = 1ull << i; for (uint j = 0; j < m; ++j) { cur ^= (b.b[j] >> i & 1) << j; } if (cur) { ::b[cnt++] = cur; } } dfs(); mul *= qpow(2, MOD - 1 - cnt); prep_comb(); for (uint i = 0; i <= m; ++i) { Z ans = 0; for (uint j = 0; j <= m; ++j) { for (uint k = 0; k <= i && k <= j; ++k) { Z cur = f[j] * comb[j][k] * comb[m - j][i - k]; if (k & 1) ans -= cur; else ans += cur; } } cout << ans * mul << ' '; } } return 0; } ``` 请完成上述谜题的训练场环境类实现,包括所有必要的方法。 """ from bootcamp import Basebootcamp import random import re from math import comb MOD = 998244353 class E2chiorianddollpickinghardversionbootcamp(Basebootcamp): def __init__(self, max_n=5, max_m=5): self.max_n = max_n self.max_m = max_m def case_generator(self): m = random.choice([0, 3, 4, 5]) if self.max_m >=5 else random.randint(0, self.max_m) n = random.randint(1, self.max_n) if m == 0: a_list = [0] * n else: a_list = [random.randint(0, (1 << m)-1) for _ in range(n)] # 确保有解的情况下至少保留一个非零元素 if all(x == 0 for x in a_list): a_list[random.randint(0, n-1)] = random.randint(1, (1 << m)-1) expected_output = self.solve_case(n, m, a_list) return { 'n': n, 'm': m, 'a': a_list, 'expected_output': expected_output } @staticmethod def prompt_func(question_case): n = question_case['n'] m = question_case['m'] a = question_case['a'] problem = ( f"## 问题描述\n" f"Chiori有{n}个人偶,每个人偶的值为{a}(每个值都小于2^{m})。\n" f"需要计算所有子集的异或和的二进制表示中1的个数恰好为i的方案数(0 ≤ i ≤ {m}),结果模998244353。\n\n" f"## 输出格式\n" f"输出{m+1}个空格分隔的整数,分别对应i=0到i={m}的结果,放在[answer]标签内。\n" f"示例:\n[answer]1 0 2 3 0 0[/answer]" ) return problem @staticmethod def extract_output(output): matches = re.findall(r'\[answer\](.*?)\[/answer\]', output, re.DOTALL) if not matches: return None last_match = matches[-1].strip() try: return list(map(int, last_match.split())) except: return None @classmethod def _verify_correction(cls, solution, identity): expected = identity['expected_output'] try: if len(solution) != len(expected): return False return all((s % MOD) == (e % MOD) for s, e in zip(solution, expected)) except: return False @staticmethod def build_linear_basis(a_list, m): basis = [0] * m for x in a_list: if x == 0: continue for i in reversed(range(m)): # 固定从高位到低位处理 if (x >> i) & 1: if basis[i]: x ^= basis[i] else: basis[i] = x # 消去低位 for j in reversed(range(i)): if (basis[i] >> j) & 1: basis[i] ^= basis[j] # 消去高位 for j in range(i+1, m): if (basis[j] >> i) & 1: basis[j] ^= basis[i] break non_zero = [b for b in basis if b != 0] return non_zero, basis @staticmethod def solve_case(n, m, a_list): if m == 0: return [pow(2, n, MOD)] non_zero, basis = E2chiorianddollpickinghardversionbootcamp.build_linear_basis(a_list, m) cnt = len(non_zero) pow2 = pow(2, n - cnt, MOD) result = [0]*(m+1) if 2 * cnt <= m: f = [0]*(m+1) def dfs(val, idx): if idx == cnt: bits = bin(val).count('1') if bits <= m: f[bits] += 1 return dfs(val, idx+1) dfs(val ^ non_zero[idx], idx+1) dfs(0, 0) for i in range(m+1): result[i] = (f[i] * pow2) % MOD else: # 修正组合数计算逻辑 comb_table = [[0]*(m+1) for _ in range(m+1)] for i in range(m+1): comb_table[i][0] = 1 for j in range(1, i+1): comb_table[i][j] = (comb_table[i-1][j] + comb_table[i-1][j-1]) % MOD # 构建对偶基 new_b = [] for i in range(m): cur = 1 << i for j in range(m): if basis[j] and ((basis[j] >> i) & 1): cur ^= 1 << j if cur != 0: new_b.append(cur) dual_cnt = len(new_b) f = [0]*(m+1) def dfs_dual(val, idx): if idx == dual_cnt: bits = bin(val).count('1') if bits <= m: f[bits] += 1 return dfs_dual(val, idx+1) dfs_dual(val ^ new_b[idx], idx+1) dfs_dual(0, 0) inv_pow = pow(2, dual_cnt, MOD) inv_pow = pow(inv_pow, MOD-2, MOD) total_mul = (pow2 * inv_pow) % MOD for i in range(m+1): res = 0 for j in range(m+1): if f[j] == 0: continue tmp = 0 for k in range(0, min(i, j)+1): c = (comb_table[j][k] * comb_table[m-j][i-k]) % MOD if k % 2 == 0: tmp = (tmp + c) % MOD else: tmp = (tmp - c) % MOD res = (res + f[j] * tmp) % MOD result[i] = (res * total_mul) % MOD return [x % MOD for x in result]