結果
| 問題 | No.1145 Sums of Powers |
| ユーザー |
 kasashimataiga
|
| 提出日時 | 2022-03-26 17:23:32 |
| 言語 | PyPy3 (7.3.15) |
| 結果 |
AC
|
| 実行時間 | 1,269 ms / 2,000 ms |
| コード長 | 13,874 bytes |
| コンパイル時間 | 330 ms |
| コンパイル使用メモリ | 82,312 KB |
| 実行使用メモリ | 129,880 KB |
| 最終ジャッジ日時 | 2024-10-15 09:13:11 |
| 合計ジャッジ時間 | 5,292 ms |
|
ジャッジサーバーID （参考情報） |
judge3 / judge2 |
（要ログイン）
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 | 44 ms
55,936 KB |
| testcase_01 | AC | 44 ms
55,424 KB |
| testcase_02 | AC | 123 ms
77,468 KB |
| testcase_03 | AC | 1,258 ms
129,368 KB |
| testcase_04 | AC | 1,260 ms
129,880 KB |
| testcase_05 | AC | 1,269 ms
129,412 KB |
ソースコード
class FPS:
sum_e = (
911660635, 509520358, 369330050, 332049552, 983190778, 123842337, 238493703, 975955924, 603855026, 856644456,
131300601, 842657263, 730768835, 942482514, 806263778, 151565301, 510815449, 503497456, 743006876, 741047443,
56250497)
sum_ie = (
86583718, 372528824, 373294451, 645684063, 112220581, 692852209, 155456985, 797128860, 90816748, 860285882,
927414960, 354738543, 109331171, 293255632, 535113200, 308540755, 121186627, 608385704, 438932459, 359477183,
824071951)
mod = 998244353
Func = [0]
def __init__(self, L):
self.Func = [x % self.mod for x in L]
def butterfly(self, a):
n = len(a)
h = (n - 1).bit_length()
for ph in range(1, h + 1):
w = 1 << (ph - 1)
p = 1 << (h - ph)
now = 1
for s in range(w):
offset = s << (h - ph + 1)
for i in range(p):
l = a[i + offset]
r = a[i + offset + p] * now
r %= self.mod
a[i + offset] = l + r
a[i + offset] %= self.mod
a[i + offset + p] = l - r
a[i + offset + p] %= self.mod
now *= self.sum_e[(~s & -~s).bit_length() - 1]
now %= self.mod
return a
def butterfly_inv(self, a):
n = len(a)
h = (n - 1).bit_length()
for ph in range(h, 0, -1):
w = 1 << (ph - 1)
p = 1 << (h - ph)
inow = 1
for s in range(w):
offset = s << (h - ph + 1)
for i in range(p):
l = a[i + offset]
r = a[i + offset + p]
a[i + offset] = l + r
a[i + offset] %= self.mod
a[i + offset + p] = (l - r) * inow
a[i + offset + p] %= self.mod
inow *= self.sum_ie[(~s & -~s).bit_length() - 1]
inow %= self.mod
return a
def __mul__(self, other):
if type(other) == int:
ret = [(x * other) % self.mod for x in self.Func]
return FPS(ret)
a = self.Func
b = other.Func
n = len(a);
m = len(b)
if not (a) or not (b):
return FPS([])
if min(n, m) <= 40:
if n < m:
n, m = m, n
a, b = b, a
res = [0] * (n + m - 1)
for i in range(n):
for j in range(m):
res[i + j] += a[i] * b[j]
res[i + j] %= self.mod
return FPS(res)
z = 1 << ((n + m - 2).bit_length())
a = a + [0] * (z - n)
b = b + [0] * (z - m)
a = self.butterfly(a)
b = self.butterfly(b)
c = [0] * z
for i in range(z):
c[i] = (a[i] * b[i]) % self.mod
self.butterfly_inv(c)
iz = pow(z, self.mod - 2, self.mod)
for i in range(n + m - 1):
c[i] = (c[i] * iz) % self.mod
return FPS(c[:n + m - 1])
def __imul__(self, other):
self = self * other
return self
def __add__(self, other):
res = [0 for i in range(max(len(self.Func), len(other.Func)))]
for i, x in enumerate(self.Func):
res[i] += x
res[i] %= self.mod
for i, x in enumerate(other.Func):
res[i] += x
res[i] %= self.mod
return FPS(res)
def __iadd__(self, other):
self = (self + other)
return self
def __sub__(self, other):
res = [0 for i in range(max(len(self.Func), len(other.Func)))]
for i, x in enumerate(self.Func):
res[i] += x
res[i] %= self.mod
for i, x in enumerate(other.Func):
res[i] -= x
res[i] %= self.mod
return FPS(res)
def __isub__(self, other):
self = self - other
return self
def inv(self, d=-1):
n = len(self.Func)
assert n != 0 and self.Func[0] != 0
if d == -1: d = n
assert d > 0
res = [pow(self.Func[0], self.mod - 2, self.mod)]
while (len(res) < d):
m = len(res)
f = [self.Func[i] for i in range(min(n, 2 * m))]
r = res[:]
if len(f) < 2 * m:
f += [0] * (2 * m - len(f))
elif len(f) > 2 * m:
f = f[:2 * m]
if len(r) < 2 * m:
r += [0] * (2 * m - len(r))
elif len(r) > 2 * m:
r = r[:2 * m]
f = self.butterfly(f)
r = self.butterfly(r)
for i in range(2 * m):
f[i] *= r[i]
f[i] %= self.mod
f = self.butterfly_inv(f)
f = f[m:]
if len(f) < 2 * m:
f += [0] * (2 * m - len(f))
elif len(f) > 2 * m:
f = f[:2 * m]
f = self.butterfly(f)
for i in range(2 * m):
f[i] *= r[i]
f[i] %= self.mod
f = self.butterfly_inv(f)
iz = pow(2 * m, self.mod - 2, self.mod)
iz *= -iz
iz %= self.mod
for i in range(m):
f[i] *= iz
f[i] %= self.mod
res += f[:m]
return FPS(res[:d])
def __truediv__(self, other):
if type(other) == int:
invother = pow(other, self.mod - 2, self.mod)
ret = [(x * invother) % self.mod for x in self.Func]
return FPS(ret)
assert (other.Func[0] != 0)
return self * (other.inv())
def __itruediv__(self, other):
self = self / other
return self
def __lshift__(self, d):
n = len(self.Func)
self.Func = [0] * d + self.Func
return FPS(self.Func[:n])
def __ilshift__(self, d):
self = self << d
return self
def __rshift__(self, d):
n = len(self.Func)
self.Func = self.Func[min(n, d):]
self.Func += [0] * (n - len(self.Func))
return FPS(self.Func)
def __irshift__(self, d):
self = self >> d
return self
def __str__(self):
return f'FPS({self.Func})'
def diff(self):
n = len(self.Func)
ret = [0 for i in range(max(0, n - 1))]
for i in range(1, n):
ret[i - 1] = (self.Func[i] * i) % self.mod
return FPS(ret)
def integral(self):
n = len(self.Func)
ret = [0 for i in range(n + 1)]
for i in range(n):
ret[i + 1] = self.Func[i] * pow(i + 1, self.mod - 2, self.mod) % self.mod
return FPS(ret)
def log(self, deg=-1):
assert self.Func[0] == 1
n = len(self.Func)
if deg == -1: deg = n
return (self.diff() * self.inv()).integral()
def mod_sqrt(self, a):
p = self.mod
assert 0 <= a and a < p
if a < 2: return a
if pow(a, (p - 1) // 2, p) != 1: return -1
b = 1;
one = 1
while (pow(b, (p - 1) >> 1, p) == 1):
b += one
m = p - 1;
e = 0
while (m % 2 == 0):
m >>= 1
e += 1
x = pow(a, (m - 1) >> 1, p)
y = (a * x * x) % p
x *= a;
x %= p
z = pow(b, m, p)
while (y != 1):
j = 0
t = y
while (t != one):
j += 1
t *= t
t %= p
z = pow(z, 1 << (e - j - 1), p)
x *= z
x %= p
z *= z
z %= p
y *= z
y %= p
e = j
return x
def sqrt(self, deg=-1):
n = len(self.Func)
if deg == -1: deg = n
if n == 0: return FPS([0 for i in range(deg)])
if self.Func[0] == 0:
for i in range(1, n):
if self.Func[i] != 0:
if i & 1: return FPS([])
if deg - i // 2 <= 0: break
ret = (self >> i).sqrt(deg - i // 2)
if len(ret.Func) == 0: return FPS([])
ret = ret << (i // 2)
if len(ret.Func) < deg:
ret.Func += [0] * (deg - len(ret.Func))
return ret
return FPS([0] * deg)
sqr = self.mod_sqrt(self.Func[0])
if sqr == -1: return FPS([])
assert sqr * sqr % self.mod == self.Func[0]
ret = FPS([sqr])
inv2 = (self.mod + 1) // 2
i = 1
while (i < deg):
ret = (ret + FPS(self.Func[:i << 1]) * ret.inv(i << 1)) * inv2
i <<= 1
return FPS(ret.Func[:deg])
def resize(self, deg):
if len(self.Func) < deg:
return FPS(self.Func + [0] * (deg - len(self.Func)))
elif len(self.Func) > deg:
return FPS(self.Func[:deg])
else:
return self
def exp(self, deg=-1):
n = len(self.Func)
assert n > 0 and self.Func[0] == 0
if deg == -1: deg = n
assert deg >= 0
g = [1]
g_fft = [1, 1]
self.Func[0] = 1
self.resize(deg)
h_drv = self.diff()
m = 2
while (m < deg):
f_fft = self.Func[:m] + [0] * m
self.butterfly(f_fft)
# step 2.a
_g = [f_fft[i] * g_fft[i] % self.mod for i in range(m)]
self.butterfly_inv(_g)
_g = _g[m // 2:m] + [0] * (m // 2)
self.butterfly(_g)
for i in range(m):
_g[i] *= g_fft[i]
_g[i] %= self.mod
self.butterfly_inv(_g)
tmp = pow(-m * m, self.mod - 2, self.mod)
for i in range(m):
_g[i] *= tmp
_g[i] %= self.mod
g += _g[:m // 2]
# step 2.b--2.d
t = FPS(self.Func[:m]).diff()
r = h_drv.Func[:m - 1] + [0]
self.butterfly(r)
for i in range(m):
r[i] *= f_fft[i]
r[i] %= self.mod
self.butterfly_inv(r)
tmp = pow(-m, self.mod - 2, self.mod)
for i in range(m):
r[i] *= tmp
r[i] %= self.mod
t = (t + FPS(r)).Func
t = [t[-1]] + t
t.pop()
# step 2.e
if (2 * m < deg):
if len(t) < 2 * m:
t += [0] * (2 * m - len(t))
elif len(t) > 2 * m:
t = t[:2 * m]
self.butterfly(t)
g_fft = g[:]
if len(g_fft) < 2 * m:
g_fft += [0] * (2 * m - len(g_fft))
elif len(g_fft) > 2 * m:
g_fft = g_fft[:2 * m]
self.butterfly(g_fft)
for i in range(2 * m):
t[i] *= g_fft[i]
t[i] %= self.mod
self.butterfly_inv(t)
tmp = pow(2 * m, self.mod - 2, self.mod)
t = t[:m]
for i in range(m):
t[i] *= tmp
t[i] %= self.mod
else:
g1 = g[m // 2:]
s1 = t[m // 2:]
t = t[:m // 2]
g1 += [0] * (m - len(g1))
s1 += [0] * (m - len(s1))
t += [0] * (m - len(t))
self.butterfly(g1)
self.butterfly(t)
self.butterfly(s1)
for i in range(m):
s1[i] = (g_fft[i] * s1[i] + g1[i] * t[i]) % self.mod
for i in range(m):
t[i] *= g_fft[i]
t[i] %= self.mod
self.butterfly_inv(t)
self.butterfly_inv(s1)
for i in range(m // 2):
t[i + m // 2] += s1[i]
t[i + m // 2] %= self.mod
tmp = pow(m, self.mod - 2, self.mod)
for i in range(m):
t[i] *= tmp
t[i] %= self.mod
# step 2.f
v = self.Func[m:min(deg, 2 * m)] + [0] * (2 * m - min(deg, 2 * m))
t = [0] * (m - 1) + t
t = FPS(t).integral().Func
for i in range(m):
v[i] -= t[m + i]
v[i] %= self.mod
# step 2.g
if len(v) < 2 * m:
v += [0] * (2 * m - len(v))
else:
v = v[:2 * m]
self.butterfly(v)
for i in range(2 * m):
v[i] *= f_fft[i]
v[i] %= self.mod
self.butterfly_inv(v)
v = v[:m]
tmp = pow(2 * m, self.mod - 2, self.mod)
for i in range(m):
v[i] *= tmp
v[i] %= self.mod
# step 2.h
for i in range(min(deg - m, m)):
self.Func[m + i] = v[i]
m *= 2
return self
def powfps(self, k, deg=-1):
a = self.Func[:]
n = len(self.Func)
l = 0
while (l < len(a) and not a[l]):
l += 1
if l * k >= n:
return FPS([0] * n)
ic = pow(a[l], self.mod - 2, self.mod)
pc = pow(a[l], k, self.mod)
a = FPS([(a[i] * ic) % self.mod for i in range(l, len(a))]).log()
a *= k
a = a.exp()
a *= pc
a = [0] * (l * k) + a.Func[:n - l * k]
return FPS(a)
n,m=map(int,input().split())
a=list(map(int,input().split()))
def F(l,r):
if r<l:return FPS([1])
if l==r:return FPS([1,-a[l]])
mid=(r+l)//2
return F(l,mid)*F(mid+1,r)
fx=F(0,n-1)
while len(fx.Func)<=m+1:
fx.Func.append(0)
fx=FPS.log(fx)
fx*=-1
mod=998244353
ans=[]
for k in range(1,m+1):
ans.append(k*fx.Func[k]%mod)
print(*ans)