By: anon2 (anon.delete@this.anon.com), September 23, 2021 2:40 pm

Room: Moderated Discussions

Jörn Engel (joern.delete@this.purestorage.com) on September 23, 2021 5:10 am wrote:

> Jörn Engel (joern.delete@this.purestorage.com) on September 19, 2021 8:46 pm wrote:

> >

> > Not sure. I'll have to play around with the code a bit.

>

> Looks like I have to eat my words. As usual, it was easier to write my own benchmark

> than modify yours. The results roughly match. But to mix things up I tried a copy

> using AVX2 (technically just AVX, I think). Here things get interesting.

>

> If I add an offset to both src and dst there is a 2x performance difference.

> Numbers are cycles for 100 loops, each copying 8kB. Turboboost seems to

> have kicked in, making the numbers look a bit better than they should.

>

> 0: 23418

> 1: 42909

>

> 31: 42798

> 32: 21552

> 33: 43128

>

> 63: 43146

> 64: 21552

> 65: 42657

>

> 95: 42666

> 96: 21507

> 97: 43239

>

> 127: 43233

> 128: 21483

> 129: 42795

>

> So what happens if we keep dst aligned and only shift the src?

>

> 0: 21642

> 1: 26088

>

> 31: 25268

> 32: 19208

> 33: 25194

>

> 63: 25338

> 64: 19474

> 65: 25440

>

> 95: 24962

> 96: 19206

> 97: 25120

>

> 127: 25104

> 128: 19214

> 129: 25054

>

> We get a small speedup for the aligned cases. Probably a red herring because I didn't fix

> the frequencies. And we get a large speedup for the unaligned cases. This CPU can do 2 reads

> and 1 write per cycle, so the unaligned reads have mostly been removed as a bottleneck.

>

> Ok, now let's keep src aligned and only shift dst.

>

> 0: 24153

> 1: 128886

>

> 31: 127698

> 32: 22206

> 33: 120669

>

> 63: 113868

> 64: 20596

> 65: 79906

>

> 95: 80180

> 96: 20392

> 97: 62200

>

> 127: 63056

> 128: 20636

> 129: 56148

>

> 159: 55502

> 160: 20600

> 161: 46962

>

> 191: 46856

> 192: 20394

> 193: 44454

>

> 223: 44404

> 224: 20284

> 225: 39622

>

> This is crazy. Performance for the unaligned cases is 5x higher instead of 2x.

Performance is 5x lower, you mean?

> But then the

> unaligned performance appears to improve, with a noticeable step each time we do another aligned

> round. Towards the end I see the performance results I would have expected throughout.

>

> If I copy the entire benchmark loop a few times, I get the same results back to back.

> So this is not a warmup-problem, the offsets between src and dst appear to matter.

> So finally I shifted src by 256 bytes and now I get reasonable results again.

>

> 0: 20481

> 1: 39663

>

> 31: 38526

> 32: 19767

> 33: 38526

>

> 63: 38523

> 64: 19764

> 65: 38529

>

> 95: 38523

> 96: 19767

> 97: 38520

>

> 127: 38523

> 128: 19668

> 129: 38517

>

> Not sure how to explain the crazy numbers, but the CPU behaves as if src and dst were

> competing for the same cachelines. Modulo the offset the two were exactly 16k apart.

>

> If someone has a good explanation, I'd love to hear it.

Possibly is tripping on some store queue indexing limitation, forwarding limitation, or store forwarding prediction heuristic. E.g., maybe these wide AVX2 loads can't forward from unaligned stores and I assume you're offsetting dest ahead of the load address (modulo 16kB), so possibly a heuristic or lookup is only looking at the least significant 12-14 bits and thinks the next load will alias with the previous store, and because it can't forward it holds the load until the data can be brought from cache.

That fits the gradual performance increase as you get further apart - the load does not have to wait for as long for the stores to finish because they are hit later.

> Jörn Engel (joern.delete@this.purestorage.com) on September 19, 2021 8:46 pm wrote:

> >

> > Not sure. I'll have to play around with the code a bit.

>

> Looks like I have to eat my words. As usual, it was easier to write my own benchmark

> than modify yours. The results roughly match. But to mix things up I tried a copy

> using AVX2 (technically just AVX, I think). Here things get interesting.

>

> If I add an offset to both src and dst there is a 2x performance difference.

> Numbers are cycles for 100 loops, each copying 8kB. Turboboost seems to

> have kicked in, making the numbers look a bit better than they should.

>

> 0: 23418

> 1: 42909

>

> 31: 42798

> 32: 21552

> 33: 43128

>

> 63: 43146

> 64: 21552

> 65: 42657

>

> 95: 42666

> 96: 21507

> 97: 43239

>

> 127: 43233

> 128: 21483

> 129: 42795

>

> So what happens if we keep dst aligned and only shift the src?

>

> 0: 21642

> 1: 26088

>

> 31: 25268

> 32: 19208

> 33: 25194

>

> 63: 25338

> 64: 19474

> 65: 25440

>

> 95: 24962

> 96: 19206

> 97: 25120

>

> 127: 25104

> 128: 19214

> 129: 25054

>

> We get a small speedup for the aligned cases. Probably a red herring because I didn't fix

> the frequencies. And we get a large speedup for the unaligned cases. This CPU can do 2 reads

> and 1 write per cycle, so the unaligned reads have mostly been removed as a bottleneck.

>

> Ok, now let's keep src aligned and only shift dst.

>

> 0: 24153

> 1: 128886

>

> 31: 127698

> 32: 22206

> 33: 120669

>

> 63: 113868

> 64: 20596

> 65: 79906

>

> 95: 80180

> 96: 20392

> 97: 62200

>

> 127: 63056

> 128: 20636

> 129: 56148

>

> 159: 55502

> 160: 20600

> 161: 46962

>

> 191: 46856

> 192: 20394

> 193: 44454

>

> 223: 44404

> 224: 20284

> 225: 39622

>

> This is crazy. Performance for the unaligned cases is 5x higher instead of 2x.

Performance is 5x lower, you mean?

> But then the

> unaligned performance appears to improve, with a noticeable step each time we do another aligned

> round. Towards the end I see the performance results I would have expected throughout.

>

> If I copy the entire benchmark loop a few times, I get the same results back to back.

> So this is not a warmup-problem, the offsets between src and dst appear to matter.

> So finally I shifted src by 256 bytes and now I get reasonable results again.

>

> 0: 20481

> 1: 39663

>

> 31: 38526

> 32: 19767

> 33: 38526

>

> 63: 38523

> 64: 19764

> 65: 38529

>

> 95: 38523

> 96: 19767

> 97: 38520

>

> 127: 38523

> 128: 19668

> 129: 38517

>

> Not sure how to explain the crazy numbers, but the CPU behaves as if src and dst were

> competing for the same cachelines. Modulo the offset the two were exactly 16k apart.

>

> If someone has a good explanation, I'd love to hear it.

Possibly is tripping on some store queue indexing limitation, forwarding limitation, or store forwarding prediction heuristic. E.g., maybe these wide AVX2 loads can't forward from unaligned stores and I assume you're offsetting dest ahead of the load address (modulo 16kB), so possibly a heuristic or lookup is only looking at the least significant 12-14 bits and thinks the next load will alias with the previous store, and because it can't forward it holds the load until the data can be brought from cache.

That fits the gradual performance increase as you get further apart - the load does not have to wait for as long for the stores to finish because they are hit later.