#include "../../util.h" #include #include #include #pragma GCC diagnostic ignored "-Wunused-variable" #include namespace reference {//checked against yosupo vector poly_inv(vector a, int n){ vector q = {powMod(a[0], mod-2, mod)}; for(int len = 1; len < n; len *= 2){ vector a2 = a, q2 = q; a2.resize(2*len), q2.resize(2*len); ntt(q2); for(int j = 0; j < 2; j++){ ntt(a2); for(int i = 0; i < 2*len; i++) a2[i] = a2[i] * q2[i] % mod; ntt(a2, true); for(int i = 0; i < len; i++) a2[i] = 0; } for(int i = len; i < min(n, 2*len); i++) q.push_back((mod - a2[i]) % mod); } return q; } vector poly_deriv(vector a){ for(int i = 0; i < ssize(a)-1; i++) a[i] = a[i+1] * (i+1) % mod; a.pop_back(); return a; } vector poly_integr(vector a){ if(a.empty()) return {0}; a.push_back(a.back() * powMod(ssize(a), mod-2, mod) % mod); for(int i = ssize(a)-2; i > 0; i--) a[i] = a[i-1] * powMod(i, mod-2, mod) % mod; a[0] = 0; return a; } vector poly_log(vector a, int n){ a = mul(poly_deriv(a), poly_inv(a, n)); a.resize(n-1); a = poly_integr(a); return a; } vector poly_exp(vector a, int n){ vector q = {1}; for(int len = 1; len < n; len *= 2){ vector p = poly_log(q, 2*len); for(int i = 0; i < 2*len; i++) p[i] = (mod - p[i] + (i < ssize(a) ? a[i] : 0)) % mod; vector q2 = q; q2.resize(2*len); ntt(p), ntt(q2); for(int i = 0; i < 2*len; i++) p[i] = p[i] * q2[i] % mod; ntt(p, true); for(int i = len; i < min(n, 2*len); i++) q.push_back(p[i]); } return q; } } void test_inv(ll LIM) { ll queries = 0; for (ll i = 0; i < LIM; i++) { int n = Random::integer(1, 100); int m = Random::integer(1, 100); vector a = Random::integers(n, 0, mod); auto got = poly_inv(a, m); auto expected = reference::poly_inv(a, m); if (got != expected) cerr << "error" << FAIL; queries += n; } cerr << "tested inv: " << queries << endl; } void test_deriv(ll LIM) { ll queries = 0; for (ll i = 0; i < LIM; i++) { int n = Random::integer(1, 100); vector a = Random::integers(n, 0, mod); auto got = poly_deriv(a); auto expected = reference::poly_deriv(a); if (got != expected) cerr << "error" << FAIL; queries += n; } cerr << "tested deriv: " << queries << endl; } void test_integr(ll LIM) { ll queries = 0; for (ll i = 0; i < LIM; i++) { int n = Random::integer(1, 100); vector a = Random::integers(n, 0, mod); auto got = poly_deriv(a); auto expected = reference::poly_deriv(a); if (got != expected) cerr << "error" << FAIL; queries += n; } cerr << "tested integr: " << queries << endl; } void test_log(ll LIM) { ll queries = 0; for (ll i = 0; i < LIM; i++) { int n = Random::integer(1, 100); int m = Random::integer(1, 100); vector a = Random::integers(n, 0, mod); auto got = poly_log(a, m); auto expected = reference::poly_log(a, m); if (got != expected) cerr << "error" << FAIL; queries += n; } cerr << "tested log: " << queries << endl; } void test_exp(ll LIM) { ll queries = 0; for (ll i = 0; i < LIM; i++) { int n = Random::integer(1, 100); int m = Random::integer(1, 100); vector a = Random::integers(n, 0, mod); auto got = poly_exp(a, m); auto expected = reference::poly_exp(a, m); if (got != expected) cerr << "error" << FAIL; queries += n; } cerr << "tested exp: " << queries << endl; } int main() { ll LIM = sanitize ? 5'000 : 50'000; test_inv(LIM); test_deriv(LIM); test_integr(LIM); test_log(LIM); test_exp(LIM); }