Chandler Carruth via llvm-dev
2017-Feb-13 18:56 UTC
[llvm-dev] (RFC) Adjusting default loop fully unroll threshold
FWIW, I'm good with the updated data, but I'd really like at least someone from Apple and someone from ARM to chime in here... CC-ing random people in the hope it helps... On Mon, Feb 13, 2017 at 8:30 AM Dehao Chen via llvm-dev < llvm-dev at lists.llvm.org> wrote:> Thanks for the comment. The performance experiments were performed on > Intel Sandybridge. Updated this info to the patch description. > > Dehao > On Sun, Feb 12, 2017 at 8:24 AM, Sanjay Patel <spatel at rotateright.com> > wrote: > > Since we can override the settings, I have no objections. > > I still think it would be good to document here and in the review/commit > message which CPU model was used to acquire the experimental data. That > could be useful to anyone that comes along later and wants to reproduce > and/or compare to the original, motivating data. > > > On Fri, Feb 10, 2017 at 4:53 PM, Dehao Chen <dehao at google.com> wrote: > > Thanks Hal, could you help approve https://reviews.llvm.org/D28368? > > I'll hold off until early Tuesday in case other people have more concerns. > > Thanks, > Dehao > > On Fri, Feb 10, 2017 at 3:23 PM, Hal Finkel <hfinkel at anl.gov> wrote: > > > On 02/10/2017 05:21 PM, Dehao Chen wrote: > > Thanks every for the comments. > > Do we have a decision here? > > > You're good to go as far as I'm concerned. > > -Hal > > > Dehao > > On Tue, Feb 7, 2017 at 10:24 PM, Hal Finkel <hfinkel at anl.gov> wrote: > > > On 02/07/2017 05:29 PM, Sanjay Patel via llvm-dev wrote: > > Sorry if I missed it, but what machine/CPU are you using to collect the > perf numbers? > > I am concerned that what may be a win on a CPU that keeps a couple of > hundred instructions in-flight and has many MB of caches will not hold for > a small core. > > > In my experience, unrolling tends to help weaker cores even more than > stronger ones because it allows the instruction scheduler more > opportunities to hide latency. Obviously, instruction-cache pressure is an > important consideration, but the code size changes here seems small. > > > Is the proposed change universal? Is there a way to undo it? > > > All of the unrolling thresholds should be target-adjustable using the > TTI::getUnrollingPreferences hook. > > -Hal > > > > On Tue, Feb 7, 2017 at 3:26 PM, Dehao Chen via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > Ping... with the updated code size impact data, any more comments? Any > more data that would be interesting to collect? > > Thanks, > Dehao > > On Thu, Feb 2, 2017 at 2:07 PM, Dehao Chen <dehao at google.com> wrote: > > Here is the code size impact for clang, chrome and 24 google internal > benchmarks (name omited, 14 15 16 are encoding/decoding benchmarks similar > as h264). There are 2 columns, for threshold 300 and 450 respectively. > > I also tested the llvm test suite. Changing the threshold to 300/450 does > not affect code gen for any binary in the test suite. > > > > 300 450 > clang 0.30% 0.63% > chrome 0.00% 0.00% > 1 0.27% 0.67% > 2 0.44% 0.93% > 3 0.44% 0.93% > 4 0.26% 0.53% > 5 0.74% 2.21% > 6 0.74% 2.21% > 7 0.74% 2.21% > 8 0.46% 1.05% > 9 0.35% 0.86% > 10 0.35% 0.86% > 11 0.40% 0.83% > 12 0.32% 0.65% > 13 0.31% 0.64% > 14 4.52% 8.23% > 15 9.90% 19.38% > 16 9.90% 19.38% > 17 0.68% 1.97% > 18 0.21% 0.48% > 19 0.99% 3.44% > 20 0.19% 0.46% > 21 0.57% 1.62% > 22 0.37% 1.05% > 23 0.78% 1.30% > 24 0.51% 1.54% > > On Wed, Feb 1, 2017 at 6:08 PM, Mikhail Zolotukhin via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > On Feb 1, 2017, at 4:57 PM, Xinliang David Li via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > clang, chrome, and some internal large apps are good candidates for size > metrics. > > I'd also add the standard LLVM testsuite just because it's the suite > everyone in the community can use. > > Michael > > > David > > On Wed, Feb 1, 2017 at 4:47 PM, Chandler Carruth via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > I had suggested having size metrics from somewhat larger applications such > as Chrome, Webkit, or Firefox; clang itself; and maybe some of our internal > binaries with rough size brackets? > > On Wed, Feb 1, 2017 at 4:33 PM Dehao Chen <dehao at google.com> wrote: > > With the new data points, any comments on whether this can justify setting > fully inline threshold to 300 (or any other number) in O2? I can collect > more data points if it's helpful. > > Thanks, > Dehao > > On Tue, Jan 31, 2017 at 3:20 PM, Dehao Chen <dehao at google.com> wrote: > > Recollected the data from trunk head with stddev data and more threshold > data points attached: > > Performance: > > stddev/mean 300 450 600 750 > 403 0.37% 0.11% 0.11% 0.09% 0.79% > 433 0.14% 0.51% 0.25% -0.63% -0.29% > 445 0.08% 0.48% 0.89% 0.12% 0.83% > 447 0.16% 3.50% 2.69% 3.66% 3.59% > 453 0.11% 1.49% 0.45% -0.07% 0.78% > 464 0.17% 0.75% 1.80% 1.86% 1.54% > Code size: > > 300 450 600 750 > 403 0.56% 2.41% 2.74% 3.75% > 433 0.96% 2.84% 4.19% 4.87% > 445 2.16% 3.62% 4.48% 5.88% > 447 2.96% 5.09% 6.74% 8.89% > 453 0.94% 1.67% 2.73% 2.96% > 464 8.02% 13.50% 20.51% 26.59% > Compile time is proportional in the experiments and more noisy, so I did > not include it. > > We have >2% speedup on some google internal benchmarks when switching the > threshold from 150 to 300. > > Dehao > > On Mon, Jan 30, 2017 at 5:06 PM, Chandler Carruth <chandlerc at google.com> > wrote: > > On Mon, Jan 30, 2017 at 4:59 PM Mehdi Amini <mehdi.amini at apple.com> wrote: > > > > Another question is about PGO integration: is it already hooked there? > Should we have a more aggressive threshold in a hot function? (Assuming > we’re willing to spend some binary size there but not on the cold path). > > > I would even wire the *unrolling* the other way: just suppress unrolling > in cold paths to save binary size. rolled loops seem like a generally good > thing in cold code unless they are having some larger impact (IE, the loop > itself is more expensive than the unrolled form). > > > > Agree that we could suppress unrolling in cold path to save code size. But > that's orthogonal with the propose here. This proposal focuses on O2 > performance: shall we have different (higher) fully unroll threshold than > dynamic/partial unroll. > > > I agree that this is (to some extent) orthogonal, and it makes sense to me > to differentiate the threshold for full unroll and the dynamic/partial case. > > > There is one issue that makes these not orthogonal. > > If even *static* profile hints will reduce some of the code size increase > caused by higher unrolling thresholds for non-cold code, we should factor > that into the tradeoff in picking where the threshold goes. > > However, getting PGO into the full unroller is currently challenging > outside of the new pass manager. We already have some unfortunate hacks > around this in LoopUnswitch that are making the port of it to the new PM > more annoying. > > >-------------- next part -------------- An HTML attachment was scrubbed... URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20170213/6635f7d9/attachment-0001.html>
Gerolf Hoflehner via llvm-dev
2017-Feb-13 21:59 UTC
[llvm-dev] (RFC) Adjusting default loop fully unroll threshold
For threshold tuning I would like to see a little more insight than only running the numbers, eg. what is the reason for the biggest gain + biggest loss? Maybe another optimization could be improved and the unrolling factor is just hiding a weakness (and fix that would be more beneficial). For unrolling specifically I agree with Hal that the hooks should be target specific. Actually, I go further and think they should be uArch specific. I have no data or prove but would not be surprised to see a wider variety of numbers when the thresholds are tested on a wide range of x86 machines. My first thought also was along the lines of Matthias: do it at a higher opt level e.g. O3 or possibly revisit/start thinking about O4. Gerolf> On Feb 13, 2017, at 10:56 AM, Chandler Carruth via llvm-dev <llvm-dev at lists.llvm.org> wrote: > > FWIW, I'm good with the updated data, but I'd really like at least someone from Apple and someone from ARM to chime in here... CC-ing random people in the hope it helps... > > On Mon, Feb 13, 2017 at 8:30 AM Dehao Chen via llvm-dev <llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>> wrote: > Thanks for the comment. The performance experiments were performed on Intel Sandybridge. Updated this info to the patch description. > > Dehao > On Sun, Feb 12, 2017 at 8:24 AM, Sanjay Patel <spatel at rotateright.com <mailto:spatel at rotateright.com>> wrote: > Since we can override the settings, I have no objections. > > I still think it would be good to document here and in the review/commit message which CPU model was used to acquire the experimental data. That could be useful to anyone that comes along later and wants to reproduce and/or compare to the original, motivating data. > > On Fri, Feb 10, 2017 at 4:53 PM, Dehao Chen <dehao at google.com <mailto:dehao at google.com>> wrote: > Thanks Hal, could you help approve https://reviews.llvm.org/D28368 <https://reviews.llvm.org/D28368>? > > I'll hold off until early Tuesday in case other people have more concerns. > > Thanks, > Dehao > > On Fri, Feb 10, 2017 at 3:23 PM, Hal Finkel <hfinkel at anl.gov <mailto:hfinkel at anl.gov>> wrote: > > On 02/10/2017 05:21 PM, Dehao Chen wrote: >> Thanks every for the comments. >> >> Do we have a decision here? > > You're good to go as far as I'm concerned. > > -Hal > >> >> Dehao >> >> On Tue, Feb 7, 2017 at 10:24 PM, Hal Finkel <hfinkel at anl.gov <mailto:hfinkel at anl.gov>> wrote: >> >> On 02/07/2017 05:29 PM, Sanjay Patel via llvm-dev wrote: >>> Sorry if I missed it, but what machine/CPU are you using to collect the perf numbers? >>> >>> I am concerned that what may be a win on a CPU that keeps a couple of hundred instructions in-flight and has many MB of caches will not hold for a small core. >> >> In my experience, unrolling tends to help weaker cores even more than stronger ones because it allows the instruction scheduler more opportunities to hide latency. Obviously, instruction-cache pressure is an important consideration, but the code size changes here seems small. >> >>> >>> Is the proposed change universal? Is there a way to undo it? >> >> All of the unrolling thresholds should be target-adjustable using the TTI::getUnrollingPreferences hook. >> >> -Hal >> >> >>> >>> On Tue, Feb 7, 2017 at 3:26 PM, Dehao Chen via llvm-dev <llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>> wrote: >>> Ping... with the updated code size impact data, any more comments? Any more data that would be interesting to collect? >>> >>> Thanks, >>> Dehao >>> >>> On Thu, Feb 2, 2017 at 2:07 PM, Dehao Chen <dehao at google.com <mailto:dehao at google.com>> wrote: >>> Here is the code size impact for clang, chrome and 24 google internal benchmarks (name omited, 14 15 16 are encoding/decoding benchmarks similar as h264). There are 2 columns, for threshold 300 and 450 respectively. >>> >>> I also tested the llvm test suite. Changing the threshold to 300/450 does not affect code gen for any binary in the test suite. >>> >>> >>> >>> 300 450 >>> clang 0.30% 0.63% >>> chrome 0.00% 0.00% >>> 1 0.27% 0.67% >>> 2 0.44% 0.93% >>> 3 0.44% 0.93% >>> 4 0.26% 0.53% >>> 5 0.74% 2.21% >>> 6 0.74% 2.21% >>> 7 0.74% 2.21% >>> 8 0.46% 1.05% >>> 9 0.35% 0.86% >>> 10 0.35% 0.86% >>> 11 0.40% 0.83% >>> 12 0.32% 0.65% >>> 13 0.31% 0.64% >>> 14 4.52% 8.23% >>> 15 9.90% 19.38% >>> 16 9.90% 19.38% >>> 17 0.68% 1.97% >>> 18 0.21% 0.48% >>> 19 0.99% 3.44% >>> 20 0.19% 0.46% >>> 21 0.57% 1.62% >>> 22 0.37% 1.05% >>> 23 0.78% 1.30% >>> 24 0.51% 1.54% >>> >>> On Wed, Feb 1, 2017 at 6:08 PM, Mikhail Zolotukhin via llvm-dev <llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>> wrote: >>>> On Feb 1, 2017, at 4:57 PM, Xinliang David Li via llvm-dev <llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>> wrote: >>>> >>>> clang, chrome, and some internal large apps are good candidates for size metrics. >>> I'd also add the standard LLVM testsuite just because it's the suite everyone in the community can use. >>> >>> Michael >>>> >>>> David >>>> >>>> On Wed, Feb 1, 2017 at 4:47 PM, Chandler Carruth via llvm-dev <llvm-dev at lists.llvm.org <mailto:llvm-dev at lists.llvm.org>> wrote: >>>> I had suggested having size metrics from somewhat larger applications such as Chrome, Webkit, or Firefox; clang itself; and maybe some of our internal binaries with rough size brackets? >>>> >>>> On Wed, Feb 1, 2017 at 4:33 PM Dehao Chen <dehao at google.com <mailto:dehao at google.com>> wrote: >>>> With the new data points, any comments on whether this can justify setting fully inline threshold to 300 (or any other number) in O2? I can collect more data points if it's helpful. >>>> >>>> Thanks, >>>> Dehao >>>> >>>> On Tue, Jan 31, 2017 at 3:20 PM, Dehao Chen <dehao at google.com <mailto:dehao at google.com>> wrote: >>>> Recollected the data from trunk head with stddev data and more threshold data points attached: >>>> >>>> Performance: >>>> >>>> stddev/mean 300 450 600 750 >>>> 403 0.37% 0.11% 0.11% 0.09% 0.79% >>>> 433 0.14% 0.51% 0.25% -0.63% -0.29% >>>> 445 0.08% 0.48% 0.89% 0.12% 0.83% >>>> 447 0.16% 3.50% 2.69% 3.66% 3.59% >>>> 453 0.11% 1.49% 0.45% -0.07% 0.78% >>>> 464 0.17% 0.75% 1.80% 1.86% 1.54% >>>> Code size: >>>> >>>> 300 450 600 750 >>>> 403 0.56% 2.41% 2.74% 3.75% >>>> 433 0.96% 2.84% 4.19% 4.87% >>>> 445 2.16% 3.62% 4.48% 5.88% >>>> 447 2.96% 5.09% 6.74% 8.89% >>>> 453 0.94% 1.67% 2.73% 2.96% >>>> 464 8.02% 13.50% 20.51% 26.59% >>>> Compile time is proportional in the experiments and more noisy, so I did not include it. >>>> >>>> We have >2% speedup on some google internal benchmarks when switching the threshold from 150 to 300. >>>> >>>> Dehao >>>> >>>> On Mon, Jan 30, 2017 at 5:06 PM, Chandler Carruth <chandlerc at google.com <mailto:chandlerc at google.com>> wrote: >>>> On Mon, Jan 30, 2017 at 4:59 PM Mehdi Amini <mehdi.amini at apple.com <mailto:mehdi.amini at apple.com>> wrote: >>>>> >>>> >>>>> >>>>> Another question is about PGO integration: is it already hooked there? Should we have a more aggressive threshold in a hot function? (Assuming we’re willing to spend some binary size there but not on the cold path). >>>>> >>>>> I would even wire the *unrolling* the other way: just suppress unrolling in cold paths to save binary size. rolled loops seem like a generally good thing in cold code unless they are having some larger impact (IE, the loop itself is more expensive than the unrolled form). >>>>> >>>>> >>>>> Agree that we could suppress unrolling in cold path to save code size. But that's orthogonal with the propose here. This proposal focuses on O2 performance: shall we have different (higher) fully unroll threshold than dynamic/partial unroll. >>>> >>>> I agree that this is (to some extent) orthogonal, and it makes sense to me to differentiate the threshold for full unroll and the dynamic/partial case. >>>> >>>> There is one issue that makes these not orthogonal. >>>> >>>> If even *static* profile hints will reduce some of the code size increase caused by higher unrolling thresholds for non-cold code, we should factor that into the tradeoff in picking where the threshold goes. >>>> >>>> However, getting PGO into the full unroller is currently challenging outside of the new pass manager. We already have some unfortunate hacks around this in LoopUnswitch that are making the port of it to the new PM more annoying. >>>> > _______________________________________________ > LLVM Developers mailing list > llvm-dev at lists.llvm.org > http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev-------------- next part -------------- An HTML attachment was scrubbed... URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20170213/22746def/attachment-0001.html>
Dehao Chen via llvm-dev
2017-Feb-13 22:16 UTC
[llvm-dev] (RFC) Adjusting default loop fully unroll threshold
Thanks for the inputs. On Mon, Feb 13, 2017 at 1:59 PM, Gerolf Hoflehner <ghoflehner at apple.com> wrote:> For threshold tuning I would like to see a little more insight than only > running the numbers, eg. what is the reason for the biggest gain + biggest > loss? Maybe another optimization could be improved and the unrolling factor > is just hiding a weakness (and fix that would be more beneficial). >I analyzed the perf improvements on 2 google internal applications. The benefits are simply from reduced dynamic instructions resulted from the unrolled loop.> > For unrolling specifically I agree with Hal that the hooks should be > target specific. Actually, I go further and think they should be uArch > specific. I have no data or prove but would not be surprised to see a wider > variety of numbers when the thresholds are tested on a wide range of x86 > machines. >I could provide more data on different x86 uArchs if necessary.> > My first thought also was along the lines of Matthias: do it at a higher > opt level e.g. O3 or possibly revisit/start thinking about O4. >That was my first thought too. But after a second thought, if the code size increase is small, and there is no data to show performance regression, I could not think of a reason to block it from O2. Additionally, it does not make sense to have the same threshold for full unroll and partial unroll even in O2 (as reasoned in early posts of this thread). That's why I started the patch and RFC to try to push this change to O2. Thanks, Dehao> > Gerolf > > > > On Feb 13, 2017, at 10:56 AM, Chandler Carruth via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > FWIW, I'm good with the updated data, but I'd really like at least someone > from Apple and someone from ARM to chime in here... CC-ing random people in > the hope it helps... > > On Mon, Feb 13, 2017 at 8:30 AM Dehao Chen via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > >> Thanks for the comment. The performance experiments were performed on >> Intel Sandybridge. Updated this info to the patch description. >> >> Dehao >> On Sun, Feb 12, 2017 at 8:24 AM, Sanjay Patel <spatel at rotateright.com> >> wrote: >> >> Since we can override the settings, I have no objections. >> >> I still think it would be good to document here and in the review/commit >> message which CPU model was used to acquire the experimental data. That >> could be useful to anyone that comes along later and wants to reproduce >> and/or compare to the original, motivating data. >> >> >> On Fri, Feb 10, 2017 at 4:53 PM, Dehao Chen <dehao at google.com> wrote: >> >> Thanks Hal, could you help approve https://reviews.llvm.org/D28368? >> >> I'll hold off until early Tuesday in case other people have more concerns. >> >> Thanks, >> Dehao >> >> On Fri, Feb 10, 2017 at 3:23 PM, Hal Finkel <hfinkel at anl.gov> wrote: >> >> >> On 02/10/2017 05:21 PM, Dehao Chen wrote: >> >> Thanks every for the comments. >> >> Do we have a decision here? >> >> >> You're good to go as far as I'm concerned. >> >> -Hal >> >> >> Dehao >> >> On Tue, Feb 7, 2017 at 10:24 PM, Hal Finkel <hfinkel at anl.gov> wrote: >> >> >> On 02/07/2017 05:29 PM, Sanjay Patel via llvm-dev wrote: >> >> Sorry if I missed it, but what machine/CPU are you using to collect the >> perf numbers? >> >> I am concerned that what may be a win on a CPU that keeps a couple of >> hundred instructions in-flight and has many MB of caches will not hold for >> a small core. >> >> >> In my experience, unrolling tends to help weaker cores even more than >> stronger ones because it allows the instruction scheduler more >> opportunities to hide latency. Obviously, instruction-cache pressure is an >> important consideration, but the code size changes here seems small. >> >> >> Is the proposed change universal? Is there a way to undo it? >> >> >> All of the unrolling thresholds should be target-adjustable using the >> TTI::getUnrollingPreferences hook. >> >> -Hal >> >> >> >> On Tue, Feb 7, 2017 at 3:26 PM, Dehao Chen via llvm-dev < >> llvm-dev at lists.llvm.org> wrote: >> >> Ping... with the updated code size impact data, any more comments? Any >> more data that would be interesting to collect? >> >> Thanks, >> Dehao >> >> On Thu, Feb 2, 2017 at 2:07 PM, Dehao Chen <dehao at google.com> wrote: >> >> Here is the code size impact for clang, chrome and 24 google internal >> benchmarks (name omited, 14 15 16 are encoding/decoding benchmarks similar >> as h264). There are 2 columns, for threshold 300 and 450 respectively. >> >> I also tested the llvm test suite. Changing the threshold to 300/450 does >> not affect code gen for any binary in the test suite. >> >> >> >> 300 450 >> clang 0.30% 0.63% >> chrome 0.00% 0.00% >> 1 0.27% 0.67% >> 2 0.44% 0.93% >> 3 0.44% 0.93% >> 4 0.26% 0.53% >> 5 0.74% 2.21% >> 6 0.74% 2.21% >> 7 0.74% 2.21% >> 8 0.46% 1.05% >> 9 0.35% 0.86% >> 10 0.35% 0.86% >> 11 0.40% 0.83% >> 12 0.32% 0.65% >> 13 0.31% 0.64% >> 14 4.52% 8.23% >> 15 9.90% 19.38% >> 16 9.90% 19.38% >> 17 0.68% 1.97% >> 18 0.21% 0.48% >> 19 0.99% 3.44% >> 20 0.19% 0.46% >> 21 0.57% 1.62% >> 22 0.37% 1.05% >> 23 0.78% 1.30% >> 24 0.51% 1.54% >> >> On Wed, Feb 1, 2017 at 6:08 PM, Mikhail Zolotukhin via llvm-dev < >> llvm-dev at lists.llvm.org> wrote: >> >> On Feb 1, 2017, at 4:57 PM, Xinliang David Li via llvm-dev < >> llvm-dev at lists.llvm.org> wrote: >> >> clang, chrome, and some internal large apps are good candidates for size >> metrics. >> >> I'd also add the standard LLVM testsuite just because it's the suite >> everyone in the community can use. >> >> Michael >> >> >> David >> >> On Wed, Feb 1, 2017 at 4:47 PM, Chandler Carruth via llvm-dev < >> llvm-dev at lists.llvm.org> wrote: >> >> I had suggested having size metrics from somewhat larger applications >> such as Chrome, Webkit, or Firefox; clang itself; and maybe some of our >> internal binaries with rough size brackets? >> >> On Wed, Feb 1, 2017 at 4:33 PM Dehao Chen <dehao at google.com> wrote: >> >> With the new data points, any comments on whether this can justify >> setting fully inline threshold to 300 (or any other number) in O2? I can >> collect more data points if it's helpful. >> >> Thanks, >> Dehao >> >> On Tue, Jan 31, 2017 at 3:20 PM, Dehao Chen <dehao at google.com> wrote: >> >> Recollected the data from trunk head with stddev data and more threshold >> data points attached: >> >> Performance: >> >> stddev/mean 300 450 600 750 >> 403 0.37% 0.11% 0.11% 0.09% 0.79% >> 433 0.14% 0.51% 0.25% -0.63% -0.29% >> 445 0.08% 0.48% 0.89% 0.12% 0.83% >> 447 0.16% 3.50% 2.69% 3.66% 3.59% >> 453 0.11% 1.49% 0.45% -0.07% 0.78% >> 464 0.17% 0.75% 1.80% 1.86% 1.54% >> Code size: >> >> 300 450 600 750 >> 403 0.56% 2.41% 2.74% 3.75% >> 433 0.96% 2.84% 4.19% 4.87% >> 445 2.16% 3.62% 4.48% 5.88% >> 447 2.96% 5.09% 6.74% 8.89% >> 453 0.94% 1.67% 2.73% 2.96% >> 464 8.02% 13.50% 20.51% 26.59% >> Compile time is proportional in the experiments and more noisy, so I did >> not include it. >> >> We have >2% speedup on some google internal benchmarks when switching the >> threshold from 150 to 300. >> >> Dehao >> >> On Mon, Jan 30, 2017 at 5:06 PM, Chandler Carruth <chandlerc at google.com> >> wrote: >> >> On Mon, Jan 30, 2017 at 4:59 PM Mehdi Amini <mehdi.amini at apple.com> >> wrote: >> >> >> >> Another question is about PGO integration: is it already hooked there? >> Should we have a more aggressive threshold in a hot function? (Assuming >> we’re willing to spend some binary size there but not on the cold path). >> >> >> I would even wire the *unrolling* the other way: just suppress unrolling >> in cold paths to save binary size. rolled loops seem like a generally good >> thing in cold code unless they are having some larger impact (IE, the loop >> itself is more expensive than the unrolled form). >> >> >> >> Agree that we could suppress unrolling in cold path to save code size. >> But that's orthogonal with the propose here. This proposal focuses on O2 >> performance: shall we have different (higher) fully unroll threshold than >> dynamic/partial unroll. >> >> >> I agree that this is (to some extent) orthogonal, and it makes sense to >> me to differentiate the threshold for full unroll and the dynamic/partial >> case. >> >> >> There is one issue that makes these not orthogonal. >> >> If even *static* profile hints will reduce some of the code size increase >> caused by higher unrolling thresholds for non-cold code, we should factor >> that into the tradeoff in picking where the threshold goes. >> >> However, getting PGO into the full unroller is currently challenging >> outside of the new pass manager. We already have some unfortunate hacks >> around this in LoopUnswitch that are making the port of it to the new PM >> more annoying. >> >> >> _______________________________________________ > LLVM Developers mailing list > llvm-dev at lists.llvm.org > http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev > > >-------------- next part -------------- An HTML attachment was scrubbed... URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20170213/308d46f0/attachment-0001.html>
Chandler Carruth via llvm-dev
2017-Feb-13 22:17 UTC
[llvm-dev] (RFC) Adjusting default loop fully unroll threshold
On Mon, Feb 13, 2017 at 2:06 PM Gerolf Hoflehner via llvm-dev < llvm-dev at lists.llvm.org> wrote:> For unrolling specifically I agree with Hal that the hooks should be > target specific. Actually, I go further and think they should be uArch > specific. >They already are, it is just that no one has contributed a patch to use this on x86 microarchitectures. Until someone shows up with data showing that we need different tunings for different microarchitectures, it doesn't make sense for us to just make up numbers there. On the (very limited) microarchitectures we have and can test on, we're not seeing a need for microarchitectural tuning. But if others have different data, that would of course be welcome. That's part of what we're looking for in this thread.> I have no data or prove but would not be surprised to see a wider variety > of numbers when the thresholds are tested on a wide range of x86 machines. >Until we have data, I don't see how we can act on this though.> My first thought also was along the lines of Matthias: do it at a higher > opt level e.g. O3 or possibly revisit/start thinking about O4. >Why? What about the data presented means that this isn't appropriate at O2? I'm fine if that's the answer, but I think we need to have a clear and unambiguous rationale behind it. With the current data on this thread, the code size and compile time impact seem *very small* except for very small benchmarks, many of which actually show the performance improvement as well.>-------------- next part -------------- An HTML attachment was scrubbed... URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20170213/aebc122d/attachment.html>
Kristof Beyls via llvm-dev
2017-Feb-14 19:36 UTC
[llvm-dev] (RFC) Adjusting default loop fully unroll threshold
I've run the patch on https://reviews.llvm.org/D28368 on the test-suite and
other benchmarks, for AArch64 -O3 -fomit-frame-pointer, both for Cortex-A53 and
Cortex-A57.
The geomean over the few hundred programs in there is roughly the same for
Cortex-A53 and Cortex-A57: a bit over 1% improvement in execution speed for a
bit over 5% increase in code size.
Obviously I wouldn't want this for optimization levels where code size is of
any concern, like -Os or -Oz, but don't have a problem with this going in
for other optimization levels where this isn't a concern.
Thanks,
Kristof
On 13 Feb 2017, at 19:56, Chandler Carruth via llvm-dev <llvm-dev at
lists.llvm.org<mailto:llvm-dev at lists.llvm.org>> wrote:
FWIW, I'm good with the updated data, but I'd really like at least
someone from Apple and someone from ARM to chime in here... CC-ing random people
in the hope it helps...
On Mon, Feb 13, 2017 at 8:30 AM Dehao Chen via llvm-dev <llvm-dev at
lists.llvm.org<mailto:llvm-dev at lists.llvm.org>> wrote:
Thanks for the comment. The performance experiments were performed on Intel
Sandybridge. Updated this info to the patch description.
Dehao
On Sun, Feb 12, 2017 at 8:24 AM, Sanjay Patel <spatel at
rotateright.com<mailto:spatel at rotateright.com>> wrote:
Since we can override the settings, I have no objections.
I still think it would be good to document here and in the review/commit message
which CPU model was used to acquire the experimental data. That could be useful
to anyone that comes along later and wants to reproduce and/or compare to the
original, motivating data.
On Fri, Feb 10, 2017 at 4:53 PM, Dehao Chen <dehao at
google.com<mailto:dehao at google.com>> wrote:
Thanks Hal, could you help approve https://reviews.llvm.org/D28368?
I'll hold off until early Tuesday in case other people have more concerns.
Thanks,
Dehao
On Fri, Feb 10, 2017 at 3:23 PM, Hal Finkel <hfinkel at
anl.gov<mailto:hfinkel at anl.gov>> wrote:
On 02/10/2017 05:21 PM, Dehao Chen wrote:
Thanks every for the comments.
Do we have a decision here?
You're good to go as far as I'm concerned.
-Hal
Dehao
On Tue, Feb 7, 2017 at 10:24 PM, Hal Finkel <hfinkel at
anl.gov<mailto:hfinkel at anl.gov>> wrote:
On 02/07/2017 05:29 PM, Sanjay Patel via llvm-dev wrote:
Sorry if I missed it, but what machine/CPU are you using to collect the perf
numbers?
I am concerned that what may be a win on a CPU that keeps a couple of hundred
instructions in-flight and has many MB of caches will not hold for a small core.
In my experience, unrolling tends to help weaker cores even more than stronger
ones because it allows the instruction scheduler more opportunities to hide
latency. Obviously, instruction-cache pressure is an important consideration,
but the code size changes here seems small.
Is the proposed change universal? Is there a way to undo it?
All of the unrolling thresholds should be target-adjustable using the
TTI::getUnrollingPreferences hook.
-Hal
On Tue, Feb 7, 2017 at 3:26 PM, Dehao Chen via llvm-dev <llvm-dev at
lists.llvm.org<mailto:llvm-dev at lists.llvm.org>> wrote:
Ping... with the updated code size impact data, any more comments? Any more data
that would be interesting to collect?
Thanks,
Dehao
On Thu, Feb 2, 2017 at 2:07 PM, Dehao Chen <dehao at
google.com<mailto:dehao at google.com>> wrote:
Here is the code size impact for clang, chrome and 24 google internal benchmarks
(name omited, 14 15 16 are encoding/decoding benchmarks similar as h264). There
are 2 columns, for threshold 300 and 450 respectively.
I also tested the llvm test suite. Changing the threshold to 300/450 does not
affect code gen for any binary in the test suite.
300 450
clang 0.30% 0.63%
chrome 0.00% 0.00%
1 0.27% 0.67%
2 0.44% 0.93%
3 0.44% 0.93%
4 0.26% 0.53%
5 0.74% 2.21%
6 0.74% 2.21%
7 0.74% 2.21%
8 0.46% 1.05%
9 0.35% 0.86%
10 0.35% 0.86%
11 0.40% 0.83%
12 0.32% 0.65%
13 0.31% 0.64%
14 4.52% 8.23%
15 9.90% 19.38%
16 9.90% 19.38%
17 0.68% 1.97%
18 0.21% 0.48%
19 0.99% 3.44%
20 0.19% 0.46%
21 0.57% 1.62%
22 0.37% 1.05%
23 0.78% 1.30%
24 0.51% 1.54%
On Wed, Feb 1, 2017 at 6:08 PM, Mikhail Zolotukhin via llvm-dev <llvm-dev at
lists.llvm.org<mailto:llvm-dev at lists.llvm.org>> wrote:
On Feb 1, 2017, at 4:57 PM, Xinliang David Li via llvm-dev <llvm-dev at
lists.llvm.org<mailto:llvm-dev at lists.llvm.org>> wrote:
clang, chrome, and some internal large apps are good candidates for size
metrics.
I'd also add the standard LLVM testsuite just because it's the suite
everyone in the community can use.
Michael
David
On Wed, Feb 1, 2017 at 4:47 PM, Chandler Carruth via llvm-dev <llvm-dev at
lists.llvm.org<mailto:llvm-dev at lists.llvm.org>> wrote:
I had suggested having size metrics from somewhat larger applications such as
Chrome, Webkit, or Firefox; clang itself; and maybe some of our internal
binaries with rough size brackets?
On Wed, Feb 1, 2017 at 4:33 PM Dehao Chen <dehao at
google.com<mailto:dehao at google.com>> wrote:
With the new data points, any comments on whether this can justify setting fully
inline threshold to 300 (or any other number) in O2? I can collect more data
points if it's helpful.
Thanks,
Dehao
On Tue, Jan 31, 2017 at 3:20 PM, Dehao Chen <dehao at
google.com<mailto:dehao at google.com>> wrote:
Recollected the data from trunk head with stddev data and more threshold data
points attached:
Performance:
stddev/mean 300 450 600 750
403 0.37% 0.11% 0.11% 0.09% 0.79%
433 0.14% 0.51% 0.25% -0.63% -0.29%
445 0.08% 0.48% 0.89% 0.12% 0.83%
447 0.16% 3.50% 2.69% 3.66% 3.59%
453 0.11% 1.49% 0.45% -0.07% 0.78%
464 0.17% 0.75% 1.80% 1.86% 1.54%
Code size:
300 450 600 750
403 0.56% 2.41% 2.74% 3.75%
433 0.96% 2.84% 4.19% 4.87%
445 2.16% 3.62% 4.48% 5.88%
447 2.96% 5.09% 6.74% 8.89%
453 0.94% 1.67% 2.73% 2.96%
464 8.02% 13.50% 20.51% 26.59%
Compile time is proportional in the experiments and more noisy, so I did not
include it.
We have >2% speedup on some google internal benchmarks when switching the
threshold from 150 to 300.
Dehao
On Mon, Jan 30, 2017 at 5:06 PM, Chandler Carruth <chandlerc at
google.com<mailto:chandlerc at google.com>> wrote:
On Mon, Jan 30, 2017 at 4:59 PM Mehdi Amini <mehdi.amini at
apple.com<mailto:mehdi.amini at apple.com>> wrote:
Another question is about PGO integration: is it already hooked there? Should we
have a more aggressive threshold in a hot function? (Assuming we’re willing to
spend some binary size there but not on the cold path).
I would even wire the *unrolling* the other way: just suppress unrolling in cold
paths to save binary size. rolled loops seem like a generally good thing in cold
code unless they are having some larger impact (IE, the loop itself is more
expensive than the unrolled form).
Agree that we could suppress unrolling in cold path to save code size. But
that's orthogonal with the propose here. This proposal focuses on O2
performance: shall we have different (higher) fully unroll threshold than
dynamic/partial unroll.
I agree that this is (to some extent) orthogonal, and it makes sense to me to
differentiate the threshold for full unroll and the dynamic/partial case.
There is one issue that makes these not orthogonal.
If even *static* profile hints will reduce some of the code size increase caused
by higher unrolling thresholds for non-cold code, we should factor that into the
tradeoff in picking where the threshold goes.
However, getting PGO into the full unroller is currently challenging outside of
the new pass manager. We already have some unfortunate hacks around this in
LoopUnswitch that are making the port of it to the new PM more annoying.
_______________________________________________
LLVM Developers mailing list
llvm-dev at lists.llvm.org<mailto:llvm-dev at lists.llvm.org>
http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev
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Chandler Carruth via llvm-dev
2017-Feb-15 18:10 UTC
[llvm-dev] (RFC) Adjusting default loop fully unroll threshold
Thanks for running these Kristof! I'd still like to hear from Apple, and if we can get a few more x86 micro-architectures covered that'd be great, but it looks like -O3 is uncontroversial, and the question is whether this makes sense at O2... To me, it would help a lot to know the actual breakdown of benchmarks such as yours Kristof (as they seem to have more codesize impact than others have mentioned). Specificially, are the runtime improvements correlated with the codesize increases? And what are the absolute size deltas? For *very* small benchmarks, a 5% code size fluctuation seems less concerning than for a larger benchmark. If the larger code size changes are mostly smaller benchmarks and reasonably correlated to the ones likely to see improvement from the change (this seemed to be the case w/ Dehao's data on x86 for example) that would to me indicate this makes sense at O2. Note that I'm fine if you have to list the benchmarks as "1, 2, 3, ..." or whatever, much like we did for Google-internal benchmarks. It's still useful to know the shape of the change. On Tue, Feb 14, 2017 at 1:06 PM Kristof Beyls via llvm-dev < llvm-dev at lists.llvm.org> wrote:> I've run the patch on https://reviews.llvm.org/D28368 on the test-suite > and other benchmarks, for AArch64 -O3 -fomit-frame-pointer, both for > Cortex-A53 and Cortex-A57. > > The geomean over the few hundred programs in there is roughly the same for > Cortex-A53 and Cortex-A57: a bit over 1% improvement in execution speed for > a bit over 5% increase in code size. > Obviously I wouldn't want this for optimization levels where code size is > of any concern, like -Os or -Oz, but don't have a problem with this going > in for other optimization levels where this isn't a concern. > > Thanks, > > Kristof > > > > > On 13 Feb 2017, at 19:56, Chandler Carruth via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > FWIW, I'm good with the updated data, but I'd really like at least someone > from Apple and someone from ARM to chime in here... CC-ing random people in > the hope it helps... > > On Mon, Feb 13, 2017 at 8:30 AM Dehao Chen via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > Thanks for the comment. The performance experiments were performed on > Intel Sandybridge. Updated this info to the patch description. > > Dehao > On Sun, Feb 12, 2017 at 8:24 AM, Sanjay Patel <spatel at rotateright.com> > wrote: > > Since we can override the settings, I have no objections. > > I still think it would be good to document here and in the review/commit > message which CPU model was used to acquire the experimental data. That > could be useful to anyone that comes along later and wants to reproduce > and/or compare to the original, motivating data. > > On Fri, Feb 10, 2017 at 4:53 PM, Dehao Chen <dehao at google.com> wrote: > > Thanks Hal, could you help approve https://reviews.llvm.org/D28368? > > I'll hold off until early Tuesday in case other people have more concerns. > > Thanks, > Dehao > > On Fri, Feb 10, 2017 at 3:23 PM, Hal Finkel <hfinkel at anl.gov> wrote: > > > On 02/10/2017 05:21 PM, Dehao Chen wrote: > > Thanks every for the comments. > > Do we have a decision here? > > > You're good to go as far as I'm concerned. > > -Hal > > > Dehao > > On Tue, Feb 7, 2017 at 10:24 PM, Hal Finkel <hfinkel at anl.gov> wrote: > > > On 02/07/2017 05:29 PM, Sanjay Patel via llvm-dev wrote: > > Sorry if I missed it, but what machine/CPU are you using to collect the > perf numbers? > > I am concerned that what may be a win on a CPU that keeps a couple of > hundred instructions in-flight and has many MB of caches will not hold for > a small core. > > > In my experience, unrolling tends to help weaker cores even more than > stronger ones because it allows the instruction scheduler more > opportunities to hide latency. Obviously, instruction-cache pressure is an > important consideration, but the code size changes here seems small. > > > Is the proposed change universal? Is there a way to undo it? > > > All of the unrolling thresholds should be target-adjustable using the > TTI::getUnrollingPreferences hook. > > -Hal > > On Tue, Feb 7, 2017 at 3:26 PM, Dehao Chen via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > Ping... with the updated code size impact data, any more comments? Any > more data that would be interesting to collect? > > Thanks, > Dehao > > On Thu, Feb 2, 2017 at 2:07 PM, Dehao Chen <dehao at google.com> wrote: > > Here is the code size impact for clang, chrome and 24 google internal > benchmarks (name omited, 14 15 16 are encoding/decoding benchmarks similar > as h264). There are 2 columns, for threshold 300 and 450 respectively. > > I also tested the llvm test suite. Changing the threshold to 300/450 does > not affect code gen for any binary in the test suite. > > > > 300 450 > clang 0.30% 0.63% > chrome 0.00% 0.00% > 1 0.27% 0.67% > 2 0.44% 0.93% > 3 0.44% 0.93% > 4 0.26% 0.53% > 5 0.74% 2.21% > 6 0.74% 2.21% > 7 0.74% 2.21% > 8 0.46% 1.05% > 9 0.35% 0.86% > 10 0.35% 0.86% > 11 0.40% 0.83% > 12 0.32% 0.65% > 13 0.31% 0.64% > 14 4.52% 8.23% > 15 9.90% 19.38% > 16 9.90% 19.38% > 17 0.68% 1.97% > 18 0.21% 0.48% > 19 0.99% 3.44% > 20 0.19% 0.46% > 21 0.57% 1.62% > 22 0.37% 1.05% > 23 0.78% 1.30% > 24 0.51% 1.54% > > On Wed, Feb 1, 2017 at 6:08 PM, Mikhail Zolotukhin via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > On Feb 1, 2017, at 4:57 PM, Xinliang David Li via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > clang, chrome, and some internal large apps are good candidates for size > metrics. > > I'd also add the standard LLVM testsuite just because it's the suite > everyone in the community can use. > > Michael > > > David > > On Wed, Feb 1, 2017 at 4:47 PM, Chandler Carruth via llvm-dev < > llvm-dev at lists.llvm.org> wrote: > > I had suggested having size metrics from somewhat larger applications such > as Chrome, Webkit, or Firefox; clang itself; and maybe some of our internal > binaries with rough size brackets? > > On Wed, Feb 1, 2017 at 4:33 PM Dehao Chen <dehao at google.com> wrote: > > With the new data points, any comments on whether this can justify setting > fully inline threshold to 300 (or any other number) in O2? I can collect > more data points if it's helpful. > > Thanks, > Dehao > > On Tue, Jan 31, 2017 at 3:20 PM, Dehao Chen <dehao at google.com> wrote: > > Recollected the data from trunk head with stddev data and more threshold > data points attached: > > Performance: > > stddev/mean 300 450 600 750 > 403 0.37% 0.11% 0.11% 0.09% 0.79% > 433 0.14% 0.51% 0.25% -0.63% -0.29% > 445 0.08% 0.48% 0.89% 0.12% 0.83% > 447 0.16% 3.50% 2.69% 3.66% 3.59% > 453 0.11% 1.49% 0.45% -0.07% 0.78% > 464 0.17% 0.75% 1.80% 1.86% 1.54% > Code size: > > 300 450 600 750 > 403 0.56% 2.41% 2.74% 3.75% > 433 0.96% 2.84% 4.19% 4.87% > 445 2.16% 3.62% 4.48% 5.88% > 447 2.96% 5.09% 6.74% 8.89% > 453 0.94% 1.67% 2.73% 2.96% > 464 8.02% 13.50% 20.51% 26.59% > Compile time is proportional in the experiments and more noisy, so I did > not include it. > > We have >2% speedup on some google internal benchmarks when switching the > threshold from 150 to 300. > > Dehao > > On Mon, Jan 30, 2017 at 5:06 PM, Chandler Carruth <chandlerc at google.com> > wrote: > > On Mon, Jan 30, 2017 at 4:59 PM Mehdi Amini <mehdi.amini at apple.com> wrote: > > > > Another question is about PGO integration: is it already hooked there? > Should we have a more aggressive threshold in a hot function? (Assuming > we’re willing to spend some binary size there but not on the cold path). > > > I would even wire the *unrolling* the other way: just suppress unrolling > in cold paths to save binary size. rolled loops seem like a generally good > thing in cold code unless they are having some larger impact (IE, the loop > itself is more expensive than the unrolled form). > > > > Agree that we could suppress unrolling in cold path to save code size. But > that's orthogonal with the propose here. This proposal focuses on O2 > performance: shall we have different (higher) fully unroll threshold than > dynamic/partial unroll. > > > I agree that this is (to some extent) orthogonal, and it makes sense to me > to differentiate the threshold for full unroll and the dynamic/partial case. > > There is one issue that makes these not orthogonal. > > If even *static* profile hints will reduce some of the code size increase > caused by higher unrolling thresholds for non-cold code, we should factor > that into the tradeoff in picking where the threshold goes. > > However, getting PGO into the full unroller is currently challenging > outside of the new pass manager. We already have some unfortunate hacks > around this in LoopUnswitch that are making the port of it to the new PM > more annoying. > > _______________________________________________ > LLVM Developers mailing list > llvm-dev at lists.llvm.org > http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev > > _______________________________________________ > LLVM Developers mailing list > llvm-dev at lists.llvm.org > http://lists.llvm.org/cgi-bin/mailman/listinfo/llvm-dev >-------------- next part -------------- An HTML attachment was scrubbed... URL: <http://lists.llvm.org/pipermail/llvm-dev/attachments/20170215/1c41621b/attachment-0001.html>
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