[Seeking Help]Binomial Coefficients with Large Mod

Revision en44, by sibillalazzerini, 2023-01-11 09:19:58

I have been exploring the idea of computing Binomial Coefficients $$$\binom{n}{k}\mod m$$$ where $$$n$$$,$$$k$$$ and $$$m$$$ are all 64 bit integers.ie $$$m$$$ is any integer rather than being a prime. I have found few solutions here where they first factorise $$$m$$$ and then proceed for each $$$p_i^k$$$ in a manner similar to this method on math.stackexchange To elborate:

  • Express as $$$(\binom{n}{k}\mod p_1^{e_1})\mod p_2^{e_2})$$$ ... $$$\mod p_t^{e_t})$$$
  • then strip off all the $$$ p_i $$$ and its epponents from n!, k! and (n-k)!
  • and compute $$$netexpo =$$$ total exponents of $$$p_i$$$ of n! — total exponents of $$$p_i$$$ on (n-k)! — total exponents of $$$p_i$$$ on k!
  • if netexpo >= total exponents of $$$p_i$$$ on m! then answer is 0 if not proceed
  • and then $$$ n! * ModularInverse((n — k)!) * ModularInverse(k!) * (p_1)^{netexpo}$$$
  • details of this method for each $$$(\binom{n}{k}\mod p_1^{e_1})$$$ have been discussed on math.stackexchange (at least for cases when each $$$p_i$$$ is 32 bit integer).

However almost none of them scale for large 64 bit $$$m$$$. Just changing the data type wont fix as it overshoots memory. There can be two parts to the problem

  • m is 64-bit but all of its prime factors are 32-bit
  • m is 64-bit and one of its prime factor is 64-bit

None of the solutions submitted on yosupo implements either. My understanding is if they are implementing the algorithm similar to the discussion on math.stackexchange just scaling up datatype should scale for the first part (ie $$$m$$$ is 64-bit but all of its prime factors are 32-bit). But to my surprise I found even in those cases it overshoots memory(or perhaps my code was buggy).

Any suggestions on how we can modify the code to scale to 64 bit for each of $$$n,k,m$$$ assuming that the largest prime factor of $$$m$$$ is within 32-bit? I should call it out upfront that I have already gone through https://mirror.codeforces.com/blog/entry/65178 , https://mirror.codeforces.com/blog/entry/12878 , https://mirror.codeforces.com/blog/entry/55311 and https://mirror.codeforces.com/blog/entry/53039

Tags binomial coefficients, modulus, implementations

History

 
 
 
 
Revisions
 
 
  Rev. Lang. By When Δ Comment
en69 English sibillalazzerini 2023-01-17 12:09:27 2 Tiny change: 'm$ and assing it has' -> 'm$ and assuming it has'
en68 English sibillalazzerini 2023-01-17 12:07:36 19 Tiny change: 'category. @SPyofcode might hel' -> 'category. [user:SPyofcode] might hel'
en67 English sibillalazzerini 2023-01-17 12:06:50 37 Tiny change: ' category.\n\nWhere' -> ' category. @SPyofcode might help us understand.\n\nWhere'
en66 English sibillalazzerini 2023-01-17 12:06:11 83
en65 English sibillalazzerini 2023-01-17 11:42:10 1 Tiny change: 'C) use NTTT/FFT I w' -> 'C) use NTT/FFT I w'
en64 English sibillalazzerini 2023-01-17 11:41:30 414
en63 English sibillalazzerini 2023-01-17 11:08:34 38 Tiny change: 'tor of $m$' -> 'tor of $m$ and assing it has $e_{i}=2$ or lesser'
en62 English sibillalazzerini 2023-01-17 11:03:59 74 Tiny change: 'prod_{i=pk}^{p(k+1)}(p^2+i)\ ' -> 'prod_{i=pk+1}^{p(k+1)-1}(p^2+i)\ '
en61 English sibillalazzerini 2023-01-17 10:56:30 242 Tiny change: ' $\prod_{i_1}^{t}p^2+' -> ' $\prod_{i=1}^{t}p^2+'
en60 English sibillalazzerini 2023-01-17 10:45:57 1016 Tiny change: ', $O(log{N,p})$ Time pe' -> ', $O(log{N}(p))$ Time pe'
en59 English sibillalazzerini 2023-01-12 04:36:54 29 Tiny change: 'ially for implementation and of course alternati' -> 'ially for alternati'
en58 English sibillalazzerini 2023-01-11 15:26:17 2 Tiny change: 'e alternate ideas. \' -> 'e alternative ideas. \'
en57 English sibillalazzerini 2023-01-11 13:26:30 103
en56 English sibillalazzerini 2023-01-11 13:17:44 130
en55 English sibillalazzerini 2023-01-11 13:10:29 24
en54 English sibillalazzerini 2023-01-11 13:08:31 40
en53 English sibillalazzerini 2023-01-11 13:06:15 19 Tiny change: 'hin 32-bit.\nI should' -> 'hin 32-bit(ie the fist part)\nI should'
en52 English sibillalazzerini 2023-01-11 12:50:33 73
en51 English sibillalazzerini 2023-01-11 09:31:19 7 Tiny change: 'erhaps my code was ' -> 'erhaps my edited code was '
en50 English sibillalazzerini 2023-01-11 09:29:48 52
en49 English sibillalazzerini 2023-01-11 09:27:59 38 Tiny change: 'orise $m$ and then' -> 'orise $m$ into $p_1^{e_1}p_2^{e_2}...p_t^{e_t}$ and then'
en48 English sibillalazzerini 2023-01-11 09:24:05 9 Tiny change: 'pe should scale for the f' -> 'pe should work for the f'
en47 English sibillalazzerini 2023-01-11 09:22:42 8
en46 English sibillalazzerini 2023-01-11 09:21:52 7 Tiny change: ' k!\n- if netexpo >= total exp' -> ' k!\n- if $netexpo \ge$ total exp'
en45 English sibillalazzerini 2023-01-11 09:21:21 7
en44 English sibillalazzerini 2023-01-11 09:19:58 19 Tiny change: ' all the $p_i$s from n!,' -> ' all the $ p_i $ s from n!,'
en43 English sibillalazzerini 2023-01-11 09:19:04 15 Tiny change: 'f all the factors of pi from n!, ' -> 'f all the $p_i$s from n!, '
en42 English sibillalazzerini 2023-01-11 09:18:25 166 Tiny change: '-2-mod-p2)\n\n\n- Ex' -> '-2-mod-p2) To elborate:\n\n\n- Ex'
en41 English sibillalazzerini 2023-01-11 08:59:33 4
en40 English sibillalazzerini 2023-01-11 08:58:08 60
en39 English sibillalazzerini 2023-01-11 08:54:49 1 Tiny change: 'it integer.\n\n\nHow' -> 'it integer).\n\n\nHow'
en38 English sibillalazzerini 2023-01-11 08:49:23 45
en37 English sibillalazzerini 2023-01-11 08:47:18 2 Tiny change: ' compute netexpo = total exp' -> ' compute $netexpo =$ total exp'
en36 English sibillalazzerini 2023-01-11 08:46:34 2 Tiny change: 'factorise m and then ' -> 'factorise $m$ and then '
en35 English sibillalazzerini 2023-01-11 08:46:07 2 Tiny change: 'factorise and then ' -> 'factorise m and then '
en34 English sibillalazzerini 2023-01-11 06:19:49 122
en33 English sibillalazzerini 2023-01-11 04:27:06 48
en32 English sibillalazzerini 2023-01-11 04:24:41 46
en31 English sibillalazzerini 2023-01-11 03:53:29 93
en30 English sibillalazzerini 2023-01-11 03:52:29 37
en29 English sibillalazzerini 2023-01-11 03:50:56 167
en28 English sibillalazzerini 2023-01-11 03:46:32 88
en27 English sibillalazzerini 2023-01-11 03:45:23 175
en26 English sibillalazzerini 2023-01-11 03:43:33 2
en25 English sibillalazzerini 2023-01-11 03:42:48 91
en24 English sibillalazzerini 2023-01-11 03:41:00 282
en23 English sibillalazzerini 2023-01-11 03:36:37 5 Tiny change: 'nd (n-k)! to compute ' -> 'nd (n-k)! and compute ' (published)
en22 English sibillalazzerini 2023-01-11 03:35:25 121 Tiny change: 'rse(k!) * p_1^(total ex' -> 'rse(k!) * (p_1)^(total ex' (saved to drafts)
en21 English sibillalazzerini 2023-01-11 03:26:56 426 Tiny change: 'p_{2}^e_{2+$ ... $p_t' -> 'p_{2}^e_{2}$ ... $p_t'
en20 English sibillalazzerini 2023-01-11 03:09:47 30 (published)
en19 English sibillalazzerini 2023-01-11 03:08:31 275 (saved to drafts)
en18 English sibillalazzerini 2023-01-11 03:02:29 12
en17 English sibillalazzerini 2023-01-10 23:00:16 14
en16 English sibillalazzerini 2023-01-10 22:50:13 2 Tiny change: 'problem \n- m is 6' -> 'problem \n\n- m is 6'
en15 English sibillalazzerini 2023-01-10 22:48:30 307
en14 English sibillalazzerini 2023-01-10 22:41:54 8 Tiny change: 'at I have gone thro' -> 'at I have already gone thro' (published)
en13 English sibillalazzerini 2023-01-10 22:40:52 8
en12 English sibillalazzerini 2023-01-10 22:40:16 137
en11 English sibillalazzerini 2023-01-10 22:37:49 2 Tiny change: ' k, m$ plesae do share' -> ' k, m$ please do share'
en10 English sibillalazzerini 2023-01-10 22:37:13 4 Tiny change: 'ge 64 bit mod. Just cha' -> 'ge 64 bit $m$. Just cha'
en9 English sibillalazzerini 2023-01-10 22:36:36 2 Tiny change: 'e idea of Computing B' -> 'e idea of computing B'
en8 English sibillalazzerini 2023-01-10 22:36:21 5 Tiny change: 'n,k,m$ ?\nIf any one ' -> 'n,k,m$ ?\nOr if any one '
en7 English sibillalazzerini 2023-01-10 22:36:01 113
en6 English sibillalazzerini 2023-01-10 22:34:14 18
en5 English sibillalazzerini 2023-01-10 22:33:34 232
en4 English sibillalazzerini 2023-01-10 22:31:56 65
en3 English sibillalazzerini 2023-01-10 22:31:00 147 Tiny change: 'fficients (n,k)' -> 'fficients $(n,k)$'
en2 English sibillalazzerini 2023-01-10 22:27:32 50 Tiny change: ' exploring' -> ' exploring the idea of Computing Binomial Coefficients (n,k)'
en1 English sibillalazzerini 2023-01-10 22:26:31 57 Initial revision (saved to drafts)