Re: Popcount optimization using AVX512
Nathan Bossart <nathandbossart@gmail.com>
From: Nathan Bossart <nathandbossart@gmail.com>
To: Tom Lane <tgl@sss.pgh.pa.us>
Cc: Alvaro Herrera <alvherre@alvh.no-ip.org>, Ants Aasma <ants.aasma@cybertec.at>, "Amonson, Paul D" <paul.d.amonson@intel.com>, David Rowley <dgrowleyml@gmail.com>, Andres Freund <andres@anarazel.de>, "Shankaran, Akash" <akash.shankaran@intel.com>, Noah Misch <noah@leadboat.com>, Matthias van de Meent <boekewurm+postgres@gmail.com>, "pgsql-hackers@lists.postgresql.org" <pgsql-hackers@lists.postgresql.org>
Date: 2024-04-02T22:01:32Z
Lists: pgsql-hackers
Commits
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API reference →
-
Fix __attribute__((target(...))) usage.
- 41b98ddb77bf 18.0 landed
-
Use __attribute__((target(...))) for AVX-512 support.
- f78667bd910e 18.0 landed
-
Fix code for probing availability of AVX-512.
- 598e0114a3b1 17.0 landed
-
Optimize visibilitymap_count() with AVX-512 instructions.
- 41c51f0c68b2 17.0 landed
-
Optimize pg_popcount() with AVX-512 instructions.
- 792752af4eb5 17.0 landed
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Inline pg_popcount() for small buffers.
- deb1486c7d36 17.0 landed
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Avoid function call overhead of pg_popcount() in syslogger.c.
- 4133c1f45c54 17.0 landed
-
Refactor code for setting pg_popcount* function pointers.
- 6687430c98f3 17.0 landed
-
Inline pg_popcount{32,64} into pg_popcount().
- cc4826dd5e52 17.0 landed
-
Remove MSVC scripts
- 1301c80b2167 17.0 cited
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Use ARMv8 CRC instructions where available.
- f044d71e331d 11.0 cited
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Use Intel SSE 4.2 CRC instructions where available.
- 3dc2d62d0486 9.5.0 cited
Attachments
On Tue, Apr 02, 2024 at 01:40:21PM -0500, Nathan Bossart wrote:
> On Tue, Apr 02, 2024 at 01:43:48PM -0400, Tom Lane wrote:
>> I don't like the double evaluation of the macro argument. Seems like
>> you could get the same results more safely with
>>
>> static inline uint64
>> pg_popcount(const char *buf, int bytes)
>> {
>> if (bytes < 64)
>> {
>> uint64 popcnt = 0;
>>
>> while (bytes--)
>> popcnt += pg_number_of_ones[(unsigned char) *buf++];
>>
>> return popcnt;
>> }
>> return pg_popcount_optimized(buf, bytes);
>> }
>
> Yeah, I like that better. I'll do some testing to see what the threshold
> really should be before posting an actual patch.
My testing shows that inlining wins with fewer than 8 bytes for the current
"fast" implementation. The "fast" implementation wins with fewer than 64
bytes compared to the AVX-512 implementation. These results are pretty
intuitive because those are the points at which the optimizations kick in.
In v21, 0001 is just the above inlining idea, which seems worth doing
independent of $SUBJECT. 0002 and 0003 are the AVX-512 patches, which I've
modified similarly to 0001, i.e., I've inlined the "fast" version in the
function pointer to avoid the function call overhead when there are fewer
than 64 bytes. All of this overhead juggling should result in choosing the
optimal popcount implementation depending on how many bytes there are to
process, roughly speaking.
--
Nathan Bossart
Amazon Web Services: https://aws.amazon.com