tweaking perfect hash multipliers
От | John Naylor |
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Тема | tweaking perfect hash multipliers |
Дата | |
Msg-id | CACPNZCuVTiLhxAzXp9uCeHGUyHMa59h6_pmP+_W-SzXG0UyY9w@mail.gmail.com обсуждение исходный текст |
Ответы |
Re: tweaking perfect hash multipliers
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Список | pgsql-hackers |
Hi all, While playing around with Peter E.'s unicode normalization patch [1], I found that HEAD failed to build a perfect hash function for any of the four sets of 4-byte keys ranging from 1k to 17k in number. It probably doesn't help that codepoints have nul bytes and often cluster into consecutive ranges. In addition, I found that a couple of the candidate hash multipliers don't compile to shift-and-add instructions, although they were chosen with that intent in mind. It seems compilers will only do that if the number is exactly 2^n +/- 1. Using the latest gcc and clang, I tested all prime numbers up to 5000 (plus 8191 for good measure), and found a handful that are compiled into non-imul instructions. Dialing back the version, gcc 4.8 and clang 7.0 are the earliest I found that have the same behavior as newer ones. For reference: https://gcc.godbolt.org/z/bxcXHu In addition to shift-and-add, there are also a few using lea, lea-and-add, or 2 leas. Then I used the attached program to measure various combinations of compiled instructions using two constant multipliers iterating over bytes similar to a generated hash function. <cc> -O2 -Wall test-const-mult.c test-const-mult-2.c ./a.out Median of 3 with clang 10: lea, lea 0.181s lea, lea+add 0.248s lea, shift+add 0.251s lea+add, shift+add 0.273s shift+add, shift+add 0.276s 2 leas, 2 leas 0.290s shift+add, imul 0.329s Taking this with a grain of salt, it nonetheless seems plausible that a single lea could be faster than any two instructions here. The only primes that compile to a single lea are 3 and 5, but I've found those multipliers can build hash functions for all our keyword lists, as demonstration. None of the others we didn't have already are particularly interesting from a performance point of view. With the unicode quick check, I found that the larger sets need (257, 8191) as multipliers to build the hash table, and none of the smaller special primes I tested will work. Keeping these two properties in mind, I came up with the scheme in the attached patch that tries adjacent pairs in this array: (3, 5, 17, 31, 127, 257, 8191) so that we try (3,5) first, next (5,17), and then all the pure shift-and-adds with (257,8191) last. The main motivation is to be able to build the unicode quick check tables, but if we ever use this functionality in a hot code path, we may as well try to shave a few more cycles while we're at it. [1] https://www.postgresql.org/message-id/flat/c1909f27-c269-2ed9-12f8-3ab72c8caf7a@2ndquadrant.com -- John Naylor https://www.2ndQuadrant.com/ PostgreSQL Development, 24x7 Support, Remote DBA, Training & Services
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