On Mon, Nov 19, 2012 at 08:13:39PM +0100, Ingo Molnar wrote:
> > I was not able to run a full sets of tests today as I was
> > distracted so all I have is a multi JVM comparison. I'll keep
> > it shorter than average
> >
> > 3.7.0 3.7.0
> > rc5-stats-v4r2 rc5-schednuma-v16r1
>
> Thanks for the testing - I'll wait for your full results to see
> whether the other regressions you reported before are
> fixed/improved.
>
Here are the latest figures I have available. It includes figures from
"Automatic NUMA Balancing V4" which I just released. Very short summary
is as follows
Even without a proper placement policy, balancenuma does fairly well in a
number of tests, shows a number of improvements in places and for the most
part it does not regress against mainline. It does this without a decent
placement policy on top and I expect a placement policy would only make it
better. Its System CPU usage is still of concern but with proper feedback
from a placement policy it could reduce the PTE scan rate and keep it down.
schednuma has improved a lot, particularly in terms in system CPU usage.
However, even with THP enabled it is showing regressions for specjbb and a
noticable regression when just building kernels. There have been follow-on
patches since testing started and maybe they'll make a difference.
Now, the long report... the very long report. The full sets tests are
still not complete but it should be enough to go with for now. A number
of kernels are compared. All are using 3.7-rc6 are the base
stats-v4r12 This is patches 10 from "Automatic NUMA Balancing V4" and
is just the TLB fixes and a few minor stats patches for
migration
schednuma-v16r2 tip/sched/core + the original series "Latest numa/core
release, v16". None of the follow up patches have been
applied because testing started after these were posted.
autonuma-v28fastr3 is the autonuma-v28fast branch from Andrea's tree rebased
to v3.7-rc6
moron-v4r38 is patches 1-19 from "Automatic NUMA Balancing V4" and is
the most basic available policy
twostage-v4r38 is patches 1-36 from "Automatic NUMA Balancing V4" and includes
PMD fault handling, migration backoff if there is too much
migration, the most rudimentary of scan rate adapation and
a two-stage filter to mitigate ping-pong effects
thpmigrate-v4r38 is patches 1-37 from "Autonumatic NUMA Balancing". Patch 37
adds native THP migration so its effect can be observed
In all cases, tests were run via mmtests. Monitors were enabled but not
profiling as profiling can distort results a lot. The monitors fire every
10 seconds and the heaviest reads numa_maps. THP is generally enabled but
the vmstats from each test is usually an obvious indicator.
There is a very important point to note about specjbb. specjbb itself
reports a single throughput figure and it bases this on a number of
warehouses around the expected peak. It ignores warehouses outside this
window which can be misleading. I'm reporting on all warehouses so if
you find that my figures do not match what specjbb tells you, it could be
because I'm reporting on low warehouse counts or counts outside the window
when the peak performance as reported by specjbb was great.
First, the autonumabenchmark.
AUTONUMA BENCH
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38 rc6-thpmigrate-v4r38
User NUMA01 75014.43 ( 0.00%) 22510.33 ( 69.99%) 32944.96 ( 56.08%) 25431.57 ( 66.10%) 69422.58 ( 7.45%) 47343.91 ( 36.89%)
User NUMA01_THEADLOCAL 55479.76 ( 0.00%) 18960.30 ( 65.82%) 16960.54 ( 69.43%) 20381.77 ( 63.26%) 23673.65 ( 57.33%) 16862.01 ( 69.61%)
User NUMA02 6801.32 ( 0.00%) 2208.32 ( 67.53%) 1921.66 ( 71.75%) 2979.36 ( 56.19%) 2213.03 ( 67.46%) 2053.89 ( 69.80%)
User NUMA02_SMT 2973.96 ( 0.00%) 1011.45 ( 65.99%) 1018.84 ( 65.74%) 1135.76 ( 61.81%) 912.61 ( 69.31%) 989.03 ( 66.74%)
System NUMA01 47.87 ( 0.00%) 140.01 (-192.48%) 286.39 (-498.27%) 743.09 (-1452.31%) 896.21 (-1772.17%) 489.09 (-921.70%)
System NUMA01_THEADLOCAL 43.52 ( 0.00%) 1014.35 (-2230.77%) 172.10 (-295.45%) 475.68 (-993.01%) 593.89 (-1264.64%) 144.30 (-231.57%)
System NUMA02 1.94 ( 0.00%) 36.90 (-1802.06%) 20.06 (-934.02%) 22.86 (-1078.35%) 43.01 (-2117.01%) 9.28 (-378.35%)
System NUMA02_SMT 0.93 ( 0.00%) 11.42 (-1127.96%) 11.68 (-1155.91%) 11.87 (-1176.34%) 31.31 (-3266.67%) 3.61 (-288.17%)
Elapsed NUMA01 1668.03 ( 0.00%) 486.04 ( 70.86%) 794.10 ( 52.39%) 601.19 ( 63.96%) 1575.52 ( 5.55%) 1066.67 ( 36.05%)
Elapsed NUMA01_THEADLOCAL 1266.49 ( 0.00%) 433.14 ( 65.80%) 412.50 ( 67.43%) 514.30 ( 59.39%) 542.26 ( 57.18%) 369.38 ( 70.83%)
Elapsed NUMA02 175.75 ( 0.00%) 53.15 ( 69.76%) 63.25 ( 64.01%) 84.51 ( 51.91%) 68.64 ( 60.94%) 49.42 ( 71.88%)
Elapsed NUMA02_SMT 163.55 ( 0.00%) 50.54 ( 69.10%) 56.75 ( 65.30%) 68.85 ( 57.90%) 59.85 ( 63.41%) 46.21 ( 71.75%)
CPU NUMA01 4500.00 ( 0.00%) 4660.00 ( -3.56%) 4184.00 ( 7.02%) 4353.00 ( 3.27%) 4463.00 ( 0.82%) 4484.00 ( 0.36%)
CPU NUMA01_THEADLOCAL 4384.00 ( 0.00%) 4611.00 ( -5.18%) 4153.00 ( 5.27%) 4055.00 ( 7.50%) 4475.00 ( -2.08%) 4603.00 ( -5.00%)
CPU NUMA02 3870.00 ( 0.00%) 4224.00 ( -9.15%) 3069.00 ( 20.70%) 3552.00 ( 8.22%) 3286.00 ( 15.09%) 4174.00 ( -7.86%)
CPU NUMA02_SMT 1818.00 ( 0.00%) 2023.00 (-11.28%) 1815.00 ( 0.17%) 1666.00 ( 8.36%) 1577.00 ( 13.26%) 2147.00 (-18.10%)
In all cases, the baseline kernel is beaten in terms of elapsed time.
NUMA01 schednuma best
NUMA01_THREADLOCAL balancenuma best (required THP migration)
NUMA02 balancenuma best (required THP migration)
NUMA02_SMT balancenuma best (required THP migration)
Note that even without a placement policy, balancenuma was still quite
good but that it required native THP migration to do that. Not depending
on THP to avoid regressions is important but it reinforces my point that
THP migration was introduced too early in schednuma and potentially hid
problems in the underlying mechanics.
System CPU usage -- schednuma has improved *dramatically* in this regard
for this test.
NUMA01 schednuma lowest overhead
NUMA01_THREADLOCAL balancenuma lowest overhead (THP again)
NUMA02 balancenuma lowest overhead (THP again)
NUMA02_SMT balancenuma lowest overhead (THP again)
Again, balancenuma had the lowest overhead. Note that much of this was due
to native THP migration. That patch was implemented in a hurry so it will
need close scrutiny to make sure I'm not cheating in there somewhere.
MMTests Statistics: duration
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38rc6-thpmigrate-v4r38
User 140276.51 44697.54 52853.24 49933.77 96228.41 67256.37
System 94.93 1203.53 490.84 1254.00 1565.05 646.94
Elapsed 3284.21 1033.02 1336.01 1276.08 2255.08 1542.05
schednuma completed the fast overall because it completely kicked ass at
numa01. It's system CPU usage was apparently high but much of that was
incurred in just NUMA01_THREADLOCAL.
MMTests Statistics: vmstat
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38rc6-thpmigrate-v4r38
Page Ins 43580 43444 43416 39176 43604 44184
Page Outs 30944 11504 14012 13332 20576 15944
Swap Ins 0 0 0 0 0 0
Swap Outs 0 0 0 0 0 0
Direct pages scanned 0 0 0 0 0 0
Kswapd pages scanned 0 0 0 0 0 0
Kswapd pages reclaimed 0 0 0 0 0 0
Direct pages reclaimed 0 0 0 0 0 0
Kswapd efficiency 100% 100% 100% 100% 100% 100%
Kswapd velocity 0.000 0.000 0.000 0.000 0.000 0.000
Direct efficiency 100% 100% 100% 100% 100% 100%
Direct velocity 0.000 0.000 0.000 0.000 0.000 0.000
Percentage direct scans 0% 0% 0% 0% 0% 0%
Page writes by reclaim 0 0 0 0 0 0
Page writes file 0 0 0 0 0 0
Page writes anon 0 0 0 0 0 0
Page reclaim immediate 0 0 0 0 0 0
Page rescued immediate 0 0 0 0 0 0
Slabs scanned 0 0 0 0 0 0
Direct inode steals 0 0 0 0 0 0
Kswapd inode steals 0 0 0 0 0 0
Kswapd skipped wait 0 0 0 0 0 0
THP fault alloc 17076 13240 19254 17165 16207 17298
THP collapse alloc 7 0 8950 534 1020 8
THP splits 3 2 9486 7585 7426 2
THP fault fallback 0 0 0 0 0 0
THP collapse fail 0 0 0 0 0 0
Compaction stalls 0 0 0 0 0 0
Compaction success 0 0 0 0 0 0
Compaction failures 0 0 0 0 0 0
Page migrate success 0 0 0 2988728 8265970 14679
Page migrate failure 0 0 0 0 0 0
Compaction pages isolated 0 0 0 0 0 0
Compaction migrate scanned 0 0 0 0 0 0
Compaction free scanned 0 0 0 0 0 0
Compaction cost 0 0 0 3102 8580 15
NUMA PTE updates 0 0 0 712623229 221698496 458517124
NUMA hint faults 0 0 0 604878754 105489260 1431976
NUMA hint local faults 0 0 0 163366888 48972507 621116
NUMA pages migrated 0 0 0 2988728 8265970 14679
AutoNUMA cost 0 0 0 3029438 529155 10369
So I don't have detailed stats for schednuma or autonuma so I don't know how
many PTE updates it's doing. However, look at the "THP collapse alloc" and
"THP splits". You can see the effect of native THP migration. schednuma and
thpmigrate both have few collapses and splits due to the native migration.
Also note what thpmigrate does to "Page migrate success" as each THP
migration only counts as 1. I don't have the same stats for schednuma but
one would expect they would be similar if they existed.
SPECJBB BOPS Multiple JVMs, THP is DISABLED
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38 rc6-thpmigrate-v4r38
Mean 1 25426.00 ( 0.00%) 17734.25 (-30.25%) 25828.25 ( 1.58%) 24972.75 ( -1.78%) 24944.25 ( -1.89%) 24557.25 ( -3.42%)
Mean 2 53316.50 ( 0.00%) 39883.50 (-25.19%) 56303.00 ( 5.60%) 51994.00 ( -2.48%) 51962.75 ( -2.54%) 49828.50 ( -6.54%)
Mean 3 77182.75 ( 0.00%) 58082.50 (-24.75%) 82874.00 ( 7.37%) 76428.50 ( -0.98%) 74272.75 ( -3.77%) 73934.50 ( -4.21%)
Mean 4 100698.25 ( 0.00%) 75740.25 (-24.78%) 107776.00 ( 7.03%) 98963.75 ( -1.72%) 96681.00 ( -3.99%) 95749.75 ( -4.91%)
Mean 5 120235.50 ( 0.00%) 87472.25 (-27.25%) 131299.75 ( 9.20%) 118226.50 ( -1.67%) 115981.25 ( -3.54%) 115904.50 ( -3.60%)
Mean 6 135085.00 ( 0.00%) 100947.25 (-25.27%) 152928.75 ( 13.21%) 133681.50 ( -1.04%) 134297.00 ( -0.58%) 133065.50 ( -1.49%)
Mean 7 135916.25 ( 0.00%) 112033.50 (-17.57%) 158917.50 ( 16.92%) 135273.25 ( -0.47%) 135100.50 ( -0.60%) 135286.00 ( -0.46%)
Mean 8 131696.25 ( 0.00%) 114805.25 (-12.83%) 160972.00 ( 22.23%) 126948.50 ( -3.61%) 135756.00 ( 3.08%) 135097.25 ( 2.58%)
Mean 9 129359.00 ( 0.00%) 113961.25 (-11.90%) 161584.00 ( 24.91%) 129655.75 ( 0.23%) 133621.50 ( 3.30%) 133027.00 ( 2.84%)
Mean 10 121682.75 ( 0.00%) 114095.25 ( -6.24%) 159302.75 ( 30.92%) 119806.00 ( -1.54%) 127338.50 ( 4.65%) 128388.50 ( 5.51%)
Mean 11 114355.25 ( 0.00%) 112794.25 ( -1.37%) 154468.75 ( 35.08%) 114229.75 ( -0.11%) 121907.00 ( 6.60%) 125957.00 ( 10.15%)
Mean 12 109110.00 ( 0.00%) 110618.00 ( 1.38%) 149917.50 ( 37.40%) 106851.00 ( -2.07%) 121331.50 ( 11.20%) 122557.25 ( 12.32%)
Mean 13 106055.00 ( 0.00%) 109073.25 ( 2.85%) 146731.75 ( 38.35%) 105273.75 ( -0.74%) 118965.25 ( 12.17%) 121129.25 ( 14.21%)
Mean 14 105102.25 ( 0.00%) 107065.00 ( 1.87%) 143996.50 ( 37.01%) 103972.00 ( -1.08%) 118018.50 ( 12.29%) 120379.50 ( 14.54%)
Mean 15 105070.00 ( 0.00%) 104714.50 ( -0.34%) 142079.50 ( 35.22%) 102753.50 ( -2.20%) 115214.50 ( 9.65%) 114074.25 ( 8.57%)
Mean 16 101610.50 ( 0.00%) 103741.25 ( 2.10%) 140463.75 ( 38.24%) 103084.75 ( 1.45%) 115000.25 ( 13.18%) 112132.75 ( 10.36%)
Mean 17 99653.00 ( 0.00%) 101577.25 ( 1.93%) 137886.50 ( 38.37%) 101658.00 ( 2.01%) 116072.25 ( 16.48%) 114797.75 ( 15.20%)
Mean 18 99804.25 ( 0.00%) 99625.75 ( -0.18%) 136973.00 ( 37.24%) 101557.25 ( 1.76%) 113653.75 ( 13.88%) 112361.00 ( 12.58%)
Stddev 1 956.30 ( 0.00%) 696.13 ( 27.21%) 729.45 ( 23.72%) 692.14 ( 27.62%) 344.73 ( 63.95%) 620.60 ( 35.10%)
Stddev 2 1105.71 ( 0.00%) 1219.79 (-10.32%) 819.00 ( 25.93%) 497.85 ( 54.97%) 1571.77 (-42.15%) 1584.30 (-43.28%)
Stddev 3 782.85 ( 0.00%) 1293.42 (-65.22%) 1016.53 (-29.85%) 777.41 ( 0.69%) 559.90 ( 28.48%) 1451.35 (-85.39%)
Stddev 4 1583.94 ( 0.00%) 1266.70 ( 20.03%) 1418.75 ( 10.43%) 1117.71 ( 29.43%) 879.59 ( 44.47%) 3081.68 (-94.56%)
Stddev 5 1361.30 ( 0.00%) 2958.17 (-117.31%) 1254.51 ( 7.84%) 1085.07 ( 20.29%) 821.75 ( 39.63%) 1971.46 (-44.82%)
Stddev 6 980.46 ( 0.00%) 2401.48 (-144.93%) 1693.67 (-72.74%) 865.73 ( 11.70%) 995.95 ( -1.58%) 1484.04 (-51.36%)
Stddev 7 1596.69 ( 0.00%) 1152.52 ( 27.82%) 1278.42 ( 19.93%) 2125.55 (-33.12%) 780.03 ( 51.15%) 7738.34 (-384.65%)
Stddev 8 5335.38 ( 0.00%) 2228.09 ( 58.24%) 720.44 ( 86.50%) 1425.78 ( 73.28%) 4981.34 ( 6.64%) 3015.77 ( 43.48%)
Stddev 9 2644.97 ( 0.00%) 2559.52 ( 3.23%) 1676.05 ( 36.63%) 6018.44 (-127.54%) 4856.12 (-83.60%) 2224.33 ( 15.90%)
Stddev 10 2887.45 ( 0.00%) 2237.65 ( 22.50%) 2592.28 ( 10.22%) 4871.48 (-68.71%) 3211.83 (-11.23%) 2934.03 ( -1.61%)
Stddev 11 4397.53 ( 0.00%) 1507.18 ( 65.73%) 5111.36 (-16.23%) 2741.08 ( 37.67%) 2954.59 ( 32.81%) 2812.71 ( 36.04%)
Stddev 12 4591.96 ( 0.00%) 313.48 ( 93.17%) 9008.19 (-96.17%) 3077.80 ( 32.97%) 888.55 ( 80.65%) 1665.82 ( 63.72%)
Stddev 13 3949.88 ( 0.00%) 743.20 ( 81.18%) 9978.16 (-152.62%) 2622.11 ( 33.62%) 1869.85 ( 52.66%) 1048.64 ( 73.45%)
Stddev 14 3727.46 ( 0.00%) 462.24 ( 87.60%) 9933.35 (-166.49%) 2702.25 ( 27.50%) 1596.33 ( 57.17%) 1276.03 ( 65.77%)
Stddev 15 2034.89 ( 0.00%) 490.28 ( 75.91%) 8688.84 (-326.99%) 2309.97 (-13.52%) 1212.53 ( 40.41%) 2088.72 ( -2.65%)
Stddev 16 3979.74 ( 0.00%) 648.50 ( 83.70%) 9606.85 (-141.39%) 2284.15 ( 42.61%) 1769.97 ( 55.53%) 2083.18 ( 47.66%)
Stddev 17 3619.30 ( 0.00%) 415.80 ( 88.51%) 9636.97 (-166.27%) 2838.78 ( 21.57%) 1034.92 ( 71.41%) 760.91 ( 78.98%)
Stddev 18 3276.41 ( 0.00%) 238.77 ( 92.71%) 11295.37 (-244.75%) 1061.62 ( 67.60%) 589.37 ( 82.01%) 881.04 ( 73.11%)
TPut 1 101704.00 ( 0.00%) 70937.00 (-30.25%) 103313.00 ( 1.58%) 99891.00 ( -1.78%) 99777.00 ( -1.89%) 98229.00 ( -3.42%)
TPut 2 213266.00 ( 0.00%) 159534.00 (-25.19%) 225212.00 ( 5.60%) 207976.00 ( -2.48%) 207851.00 ( -2.54%) 199314.00 ( -6.54%)
TPut 3 308731.00 ( 0.00%) 232330.00 (-24.75%) 331496.00 ( 7.37%) 305714.00 ( -0.98%) 297091.00 ( -3.77%) 295738.00 ( -4.21%)
TPut 4 402793.00 ( 0.00%) 302961.00 (-24.78%) 431104.00 ( 7.03%) 395855.00 ( -1.72%) 386724.00 ( -3.99%) 382999.00 ( -4.91%)
TPut 5 480942.00 ( 0.00%) 349889.00 (-27.25%) 525199.00 ( 9.20%) 472906.00 ( -1.67%) 463925.00 ( -3.54%) 463618.00 ( -3.60%)
TPut 6 540340.00 ( 0.00%) 403789.00 (-25.27%) 611715.00 ( 13.21%) 534726.00 ( -1.04%) 537188.00 ( -0.58%) 532262.00 ( -1.49%)
TPut 7 543665.00 ( 0.00%) 448134.00 (-17.57%) 635670.00 ( 16.92%) 541093.00 ( -0.47%) 540402.00 ( -0.60%) 541144.00 ( -0.46%)
TPut 8 526785.00 ( 0.00%) 459221.00 (-12.83%) 643888.00 ( 22.23%) 507794.00 ( -3.61%) 543024.00 ( 3.08%) 540389.00 ( 2.58%)
TPut 9 517436.00 ( 0.00%) 455845.00 (-11.90%) 646336.00 ( 24.91%) 518623.00 ( 0.23%) 534486.00 ( 3.30%) 532108.00 ( 2.84%)
TPut 10 486731.00 ( 0.00%) 456381.00 ( -6.24%) 637211.00 ( 30.92%) 479224.00 ( -1.54%) 509354.00 ( 4.65%) 513554.00 ( 5.51%)
TPut 11 457421.00 ( 0.00%) 451177.00 ( -1.37%) 617875.00 ( 35.08%) 456919.00 ( -0.11%) 487628.00 ( 6.60%) 503828.00 ( 10.15%)
TPut 12 436440.00 ( 0.00%) 442472.00 ( 1.38%) 599670.00 ( 37.40%) 427404.00 ( -2.07%) 485326.00 ( 11.20%) 490229.00 ( 12.32%)
TPut 13 424220.00 ( 0.00%) 436293.00 ( 2.85%) 586927.00 ( 38.35%) 421095.00 ( -0.74%) 475861.00 ( 12.17%) 484517.00 ( 14.21%)
TPut 14 420409.00 ( 0.00%) 428260.00 ( 1.87%) 575986.00 ( 37.01%) 415888.00 ( -1.08%) 472074.00 ( 12.29%) 481518.00 ( 14.54%)
TPut 15 420280.00 ( 0.00%) 418858.00 ( -0.34%) 568318.00 ( 35.22%) 411014.00 ( -2.20%) 460858.00 ( 9.65%) 456297.00 ( 8.57%)
TPut 16 406442.00 ( 0.00%) 414965.00 ( 2.10%) 561855.00 ( 38.24%) 412339.00 ( 1.45%) 460001.00 ( 13.18%) 448531.00 ( 10.36%)
TPut 17 398612.00 ( 0.00%) 406309.00 ( 1.93%) 551546.00 ( 38.37%) 406632.00 ( 2.01%) 464289.00 ( 16.48%) 459191.00 ( 15.20%)
TPut 18 399217.00 ( 0.00%) 398503.00 ( -0.18%) 547892.00 ( 37.24%) 406229.00 ( 1.76%) 454615.00 ( 13.88%) 449444.00 ( 12.58%)
In case you missed it at the header, THP is disabled in this test.
Overall, autonuma is the best showing gains no matter how many warehouses
are used.
schednuma starts badly with a 30% regression but improves as the number of
warehouses increases until it is comparable with a baseline kernel. Remember
what I said about specjbb itself using the peak range of warehouses? I
checked and in this case it used warehouses 12-18 for its throughput figure
which would have missed all the regressions for low numbers. Watch for
this in your own testing.
moron-v4r38 does nothing but it's not expected to, it lacks proper handling
of PMDs.
twostage-v4r38 does better. It also regresses for low number of workloads but
from 8 warehouses on it has a decent improvement over the baseline kernel.
thpmigrate-v4r38 makes no real difference here. There are some changed but
it's likely just testing jitter as THP was disabled.
SPECJBB PEAKS
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2 rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38 rc6-thpmigrate-v4r38
Expctd Warehouse 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%)
Expctd Peak Bops 436440.00 ( 0.00%) 442472.00 ( 1.38%) 599670.00 ( 37.40%) 427404.00 ( -2.07%) 485326.00 ( 11.20%) 490229.00 ( 12.32%)
Actual Warehouse 7.00 ( 0.00%) 8.00 ( 14.29%) 9.00 ( 28.57%) 7.00 ( 0.00%) 8.00 ( 14.29%) 7.00 ( 0.00%)
Actual Peak Bops 543665.00 ( 0.00%) 459221.00 (-15.53%) 646336.00 ( 18.88%) 541093.00 ( -0.47%) 543024.00 ( -0.12%) 541144.00 ( -0.46%)
schednumas actual peak throughput regressed 15% from the baseline kernel
autonuma did best with an 18% improveent on the peak.
balancenuma does no worse at the peak. Note the peak warehouses of 7
was around when it started showing improvements.
MMTests Statistics: duration
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38rc6-thpmigrate-v4r38
User 101947.42 88113.29 101723.29 100931.37 99788.91 99783.34
System 66.48 12389.75 174.59 906.21 1575.66 1576.91
Elapsed 2457.45 2459.94 2461.46 2451.58 2457.17 2452.21
schednumas system CPU usage is through the roof.
autonumas looks great but could be hiding it in threads.
balancenumas is pretty poor but a lot less than schednumas.
MMTests Statistics: vmstat
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38rc6-thpmigrate-v4r38
Page Ins 38540 38240 38524 38224 38104 38284
Page Outs 33276 34448 31808 31928 32380 30676
Swap Ins 0 0 0 0 0 0
Swap Outs 0 0 0 0 0 0
Direct pages scanned 0 0 0 0 0 0
Kswapd pages scanned 0 0 0 0 0 0
Kswapd pages reclaimed 0 0 0 0 0 0
Direct pages reclaimed 0 0 0 0 0 0
Kswapd efficiency 100% 100% 100% 100% 100% 100%
Kswapd velocity 0.000 0.000 0.000 0.000 0.000 0.000
Direct efficiency 100% 100% 100% 100% 100% 100%
Direct velocity 0.000 0.000 0.000 0.000 0.000 0.000
Percentage direct scans 0% 0% 0% 0% 0% 0%
Page writes by reclaim 0 0 0 0 0 0
Page writes file 0 0 0 0 0 0
Page writes anon 0 0 0 0 0 0
Page reclaim immediate 0 0 0 0 0 0
Page rescued immediate 0 0 0 0 0 0
Slabs scanned 0 0 0 0 0 0
Direct inode steals 0 0 0 0 0 0
Kswapd inode steals 0 0 0 0 0 0
Kswapd skipped wait 0 0 0 0 0 0
THP fault alloc 2 1 2 2 2 2
THP collapse alloc 0 0 0 0 0 0
THP splits 0 0 8 1 2 0
THP fault fallback 0 0 0 0 0 0
THP collapse fail 0 0 0 0 0 0
Compaction stalls 0 0 0 0 0 0
Compaction success 0 0 0 0 0 0
Compaction failures 0 0 0 0 0 0
Page migrate success 0 0 0 520232 44930994 44969103
Page migrate failure 0 0 0 0 0 0
Compaction pages isolated 0 0 0 0 0 0
Compaction migrate scanned 0 0 0 0 0 0
Compaction free scanned 0 0 0 0 0 0
Compaction cost 0 0 0 540 46638 46677
NUMA PTE updates 0 0 0 2985879895 386687008 386289592
NUMA hint faults 0 0 0 2762800008 360149388 359807642
NUMA hint local faults 0 0 0 700107356 97822934 97064458
NUMA pages migrated 0 0 0 520232 44930994 44969103
AutoNUMA cost 0 0 0 13834911 1804307 1802596
You can see the possible source of balancenumas overhead here. It updated
an extremely large number of PTEs and incurred a very large number of
faults. It needs better scan rate adaption but it needs a placement policy
to drive that to detect if it's converging or not.
Note the THP figures -- there is almost no activity because THP is disabled.
SPECJBB BOPS Multiple JVMs, THP is enabled
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38 rc6-thpmigrate-v4r38
Mean 1 31245.50 ( 0.00%) 26282.75 (-15.88%) 29527.75 ( -5.50%) 28873.50 ( -7.59%) 29596.25 ( -5.28%) 31146.00 ( -0.32%)
Mean 2 61735.75 ( 0.00%) 57095.50 ( -7.52%) 62362.50 ( 1.02%) 51322.50 (-16.87%) 55991.50 ( -9.30%) 61055.00 ( -1.10%)
Mean 3 90068.00 ( 0.00%) 87035.50 ( -3.37%) 94382.50 ( 4.79%) 78299.25 (-13.07%) 77209.25 (-14.28%) 91018.25 ( 1.06%)
Mean 4 116542.75 ( 0.00%) 113082.00 ( -2.97%) 123228.75 ( 5.74%) 97686.50 (-16.18%) 100294.75 (-13.94%) 116657.50 ( 0.10%)
Mean 5 136686.50 ( 0.00%) 119901.75 (-12.28%) 150850.25 ( 10.36%) 104357.25 (-23.65%) 121599.50 (-11.04%) 139162.25 ( 1.81%)
Mean 6 154764.00 ( 0.00%) 148642.25 ( -3.96%) 175157.25 ( 13.18%) 115533.25 (-25.35%) 140291.75 ( -9.35%) 158279.25 ( 2.27%)
Mean 7 152353.50 ( 0.00%) 154544.50 ( 1.44%) 180972.50 ( 18.78%) 131652.75 (-13.59%) 142895.00 ( -6.21%) 162127.00 ( 6.42%)
Mean 8 153510.50 ( 0.00%) 156682.00 ( 2.07%) 184412.00 ( 20.13%) 134736.75 (-12.23%) 141980.00 ( -7.51%) 161740.00 ( 5.36%)
Mean 9 141531.25 ( 0.00%) 151687.00 ( 7.18%) 184020.50 ( 30.02%) 133901.75 ( -5.39%) 137555.50 ( -2.81%) 157858.25 ( 11.54%)
Mean 10 141536.00 ( 0.00%) 144682.75 ( 2.22%) 179991.50 ( 27.17%) 131299.75 ( -7.23%) 132871.00 ( -6.12%) 151339.75 ( 6.93%)
Mean 11 139880.50 ( 0.00%) 140449.25 ( 0.41%) 174480.75 ( 24.74%) 122725.75 (-12.26%) 126864.00 ( -9.31%) 145256.50 ( 3.84%)
Mean 12 122948.25 ( 0.00%) 136247.50 ( 10.82%) 169831.25 ( 38.13%) 116190.25 ( -5.50%) 124048.00 ( 0.89%) 137139.25 ( 11.54%)
Mean 13 123131.75 ( 0.00%) 133700.75 ( 8.58%) 166204.50 ( 34.98%) 113206.25 ( -8.06%) 119934.00 ( -2.60%) 138639.25 ( 12.59%)
Mean 14 124271.25 ( 0.00%) 131856.75 ( 6.10%) 163368.25 ( 31.46%) 112379.75 ( -9.57%) 122836.75 ( -1.15%) 131143.50 ( 5.53%)
Mean 15 120426.75 ( 0.00%) 128455.25 ( 6.67%) 162290.00 ( 34.76%) 110448.50 ( -8.29%) 121109.25 ( 0.57%) 135818.25 ( 12.78%)
Mean 16 120899.00 ( 0.00%) 124334.00 ( 2.84%) 160002.00 ( 32.34%) 108771.25 (-10.03%) 113568.75 ( -6.06%) 127873.50 ( 5.77%)
Mean 17 120508.25 ( 0.00%) 124564.50 ( 3.37%) 158369.25 ( 31.42%) 106233.50 (-11.85%) 116768.50 ( -3.10%) 129826.50 ( 7.73%)
Mean 18 113974.00 ( 0.00%) 121539.25 ( 6.64%) 156437.50 ( 37.26%) 108424.50 ( -4.87%) 114648.50 ( 0.59%) 129318.50 ( 13.46%)
Stddev 1 1030.82 ( 0.00%) 781.13 ( 24.22%) 276.53 ( 73.17%) 1216.87 (-18.05%) 1666.25 (-61.64%) 949.68 ( 7.87%)
Stddev 2 837.50 ( 0.00%) 1449.41 (-73.06%) 937.19 (-11.90%) 1758.28 (-109.94%) 2300.84 (-174.73%) 1191.02 (-42.21%)
Stddev 3 629.40 ( 0.00%) 1314.87 (-108.91%) 1606.92 (-155.31%) 1682.12 (-167.26%) 2028.25 (-222.25%) 788.05 (-25.21%)
Stddev 4 1234.97 ( 0.00%) 525.14 ( 57.48%) 617.46 ( 50.00%) 2162.57 (-75.11%) 522.03 ( 57.73%) 1389.65 (-12.52%)
Stddev 5 997.81 ( 0.00%) 4516.97 (-352.69%) 2366.16 (-137.14%) 5545.91 (-455.81%) 2477.82 (-148.33%) 396.92 ( 60.22%)
Stddev 6 1196.81 ( 0.00%) 2759.43 (-130.56%) 1680.54 (-40.42%) 3188.65 (-166.43%) 2534.28 (-111.75%) 1648.18 (-37.71%)
Stddev 7 2808.10 ( 0.00%) 6114.11 (-117.73%) 2004.86 ( 28.60%) 6714.17 (-139.10%) 3538.72 (-26.02%) 3334.99 (-18.76%)
Stddev 8 3059.06 ( 0.00%) 8582.09 (-180.55%) 3534.51 (-15.54%) 5823.74 (-90.38%) 4425.50 (-44.67%) 3089.27 ( -0.99%)
Stddev 9 2244.91 ( 0.00%) 4927.67 (-119.50%) 5014.87 (-123.39%) 3233.41 (-44.03%) 3622.19 (-61.35%) 2718.62 (-21.10%)
Stddev 10 4662.71 ( 0.00%) 905.03 ( 80.59%) 6637.16 (-42.35%) 3183.20 ( 31.73%) 6056.20 (-29.89%) 3339.35 ( 28.38%)
Stddev 11 3671.80 ( 0.00%) 1863.28 ( 49.25%) 12270.82 (-234.19%) 2186.10 ( 40.46%) 3335.54 ( 9.16%) 1388.36 ( 62.19%)
Stddev 12 6802.60 ( 0.00%) 1897.86 ( 72.10%) 16818.87 (-147.24%) 2461.95 ( 63.81%) 1908.58 ( 71.94%) 5683.00 ( 16.46%)
Stddev 13 4798.34 ( 0.00%) 225.34 ( 95.30%) 16911.42 (-252.44%) 2282.32 ( 52.44%) 1952.91 ( 59.30%) 3572.80 ( 25.54%)
Stddev 14 4266.81 ( 0.00%) 1311.71 ( 69.26%) 16842.35 (-294.73%) 1898.80 ( 55.50%) 1738.97 ( 59.24%) 5058.54 (-18.56%)
Stddev 15 2361.19 ( 0.00%) 926.70 ( 60.75%) 17701.84 (-649.70%) 1907.33 ( 19.22%) 1599.64 ( 32.25%) 2199.69 ( 6.84%)
Stddev 16 1927.00 ( 0.00%) 521.78 ( 72.92%) 19107.14 (-891.55%) 2704.74 (-40.36%) 2354.42 (-22.18%) 3355.74 (-74.14%)
Stddev 17 3098.03 ( 0.00%) 910.17 ( 70.62%) 18920.22 (-510.72%) 2214.42 ( 28.52%) 2290.00 ( 26.08%) 1939.87 ( 37.38%)
Stddev 18 4045.82 ( 0.00%) 798.22 ( 80.27%) 17789.94 (-339.71%) 1287.48 ( 68.18%) 2189.19 ( 45.89%) 2531.60 ( 37.43%)
TPut 1 124982.00 ( 0.00%) 105131.00 (-15.88%) 118111.00 ( -5.50%) 115494.00 ( -7.59%) 118385.00 ( -5.28%) 124584.00 ( -0.32%)
TPut 2 246943.00 ( 0.00%) 228382.00 ( -7.52%) 249450.00 ( 1.02%) 205290.00 (-16.87%) 223966.00 ( -9.30%) 244220.00 ( -1.10%)
TPut 3 360272.00 ( 0.00%) 348142.00 ( -3.37%) 377530.00 ( 4.79%) 313197.00 (-13.07%) 308837.00 (-14.28%) 364073.00 ( 1.06%)
TPut 4 466171.00 ( 0.00%) 452328.00 ( -2.97%) 492915.00 ( 5.74%) 390746.00 (-16.18%) 401179.00 (-13.94%) 466630.00 ( 0.10%)
TPut 5 546746.00 ( 0.00%) 479607.00 (-12.28%) 603401.00 ( 10.36%) 417429.00 (-23.65%) 486398.00 (-11.04%) 556649.00 ( 1.81%)
TPut 6 619056.00 ( 0.00%) 594569.00 ( -3.96%) 700629.00 ( 13.18%) 462133.00 (-25.35%) 561167.00 ( -9.35%) 633117.00 ( 2.27%)
TPut 7 609414.00 ( 0.00%) 618178.00 ( 1.44%) 723890.00 ( 18.78%) 526611.00 (-13.59%) 571580.00 ( -6.21%) 648508.00 ( 6.42%)
TPut 8 614042.00 ( 0.00%) 626728.00 ( 2.07%) 737648.00 ( 20.13%) 538947.00 (-12.23%) 567920.00 ( -7.51%) 646960.00 ( 5.36%)
TPut 9 566125.00 ( 0.00%) 606748.00 ( 7.18%) 736082.00 ( 30.02%) 535607.00 ( -5.39%) 550222.00 ( -2.81%) 631433.00 ( 11.54%)
TPut 10 566144.00 ( 0.00%) 578731.00 ( 2.22%) 719966.00 ( 27.17%) 525199.00 ( -7.23%) 531484.00 ( -6.12%) 605359.00 ( 6.93%)
TPut 11 559522.00 ( 0.00%) 561797.00 ( 0.41%) 697923.00 ( 24.74%) 490903.00 (-12.26%) 507456.00 ( -9.31%) 581026.00 ( 3.84%)
TPut 12 491793.00 ( 0.00%) 544990.00 ( 10.82%) 679325.00 ( 38.13%) 464761.00 ( -5.50%) 496192.00 ( 0.89%) 548557.00 ( 11.54%)
TPut 13 492527.00 ( 0.00%) 534803.00 ( 8.58%) 664818.00 ( 34.98%) 452825.00 ( -8.06%) 479736.00 ( -2.60%) 554557.00 ( 12.59%)
TPut 14 497085.00 ( 0.00%) 527427.00 ( 6.10%) 653473.00 ( 31.46%) 449519.00 ( -9.57%) 491347.00 ( -1.15%) 524574.00 ( 5.53%)
TPut 15 481707.00 ( 0.00%) 513821.00 ( 6.67%) 649160.00 ( 34.76%) 441794.00 ( -8.29%) 484437.00 ( 0.57%) 543273.00 ( 12.78%)
TPut 16 483596.00 ( 0.00%) 497336.00 ( 2.84%) 640008.00 ( 32.34%) 435085.00 (-10.03%) 454275.00 ( -6.06%) 511494.00 ( 5.77%)
TPut 17 482033.00 ( 0.00%) 498258.00 ( 3.37%) 633477.00 ( 31.42%) 424934.00 (-11.85%) 467074.00 ( -3.10%) 519306.00 ( 7.73%)
TPut 18 455896.00 ( 0.00%) 486157.00 ( 6.64%) 625750.00 ( 37.26%) 433698.00 ( -4.87%) 458594.00 ( 0.59%) 517274.00 ( 13.46%)
In case you missed it in the header, THP is enabled this time.
Again, autonuma is the best.
schednuma does much better here. It regresses for small number of warehouses
and note that the specjbb reporting will have missed this because it focuses
on the peak. For higher number of warehouses it sees a nice improvement
of very roughly 2-8% performance gain. Again, it is worth double checking
if the positive specjbb reports were based on peak warehouses and looking
at what the other warehouse figures looked like.
twostage-v4r38 from balancenuma suffers here which initially surprised me
but then I looked at the THP figures below. It's splitting its huge pages
and trying to migrate them.
thpmigrate-v4r38 natively migrates pages. It marginally regresses for 1-2
warehouses but shows decent performance gains after that.
SPECJBB PEAKS
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2 rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38 rc6-thpmigrate-v4r38
Expctd Warehouse 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%) 12.00 ( 0.00%)
Expctd Peak Bops 491793.00 ( 0.00%) 544990.00 ( 10.82%) 679325.00 ( 38.13%) 464761.00 ( -5.50%) 496192.00 ( 0.89%) 548557.00 ( 11.54%)
Actual Warehouse 6.00 ( 0.00%) 8.00 ( 33.33%) 8.00 ( 33.33%) 8.00 ( 33.33%) 7.00 ( 16.67%) 7.00 ( 16.67%)
Actual Peak Bops 619056.00 ( 0.00%) 626728.00 ( 1.24%) 737648.00 ( 19.16%) 538947.00 (-12.94%) 571580.00 ( -7.67%) 648508.00 ( 4.76%)
schednuma reports a 1.24% gain at the peak
autonuma reports 19.16%
balancenuma reports 4.76% but note it needed native THP migration to do that.
MMTests Statistics: duration
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38rc6-thpmigrate-v4r38
User 102073.40 101389.03 101952.32 100475.04 99905.11 101627.79
System 145.14 586.45 157.47 1257.01 1582.86 546.22
Elapsed 2457.98 2461.43 2450.75 2459.24 2459.39 2456.16
schednumas system CPU usage is much more acceptable here. As it can deal
with THPs a possible conclusion is that schednuma suffers when it has to
deal with the individual PTE updates and faults.
autonuma had the lowest overhead for system CPU. Usual disclaimers apply
about the kernel threads.
balancenuma had similar system CPU overhead to schednuma. Note how much
a different native THP migration made to the system CPU usage.
MMTests Statistics: vmstat
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38rc6-thpmigrate-v4r38
Page Ins 38416 38260 38272 38076 38384 38104
Page Outs 33340 34696 31912 31736 31980 31360
Swap Ins 0 0 0 0 0 0
Swap Outs 0 0 0 0 0 0
Direct pages scanned 0 0 0 0 0 0
Kswapd pages scanned 0 0 0 0 0 0
Kswapd pages reclaimed 0 0 0 0 0 0
Direct pages reclaimed 0 0 0 0 0 0
Kswapd efficiency 100% 100% 100% 100% 100% 100%
Kswapd velocity 0.000 0.000 0.000 0.000 0.000 0.000
Direct efficiency 100% 100% 100% 100% 100% 100%
Direct velocity 0.000 0.000 0.000 0.000 0.000 0.000
Percentage direct scans 0% 0% 0% 0% 0% 0%
Page writes by reclaim 0 0 0 0 0 0
Page writes file 0 0 0 0 0 0
Page writes anon 0 0 0 0 0 0
Page reclaim immediate 0 0 0 0 0 0
Page rescued immediate 0 0 0 0 0 0
Slabs scanned 0 0 0 0 0 0
Direct inode steals 0 0 0 0 0 0
Kswapd inode steals 0 0 0 0 0 0
Kswapd skipped wait 0 0 0 0 0 0
THP fault alloc 64863 53973 48980 61397 61028 62441
THP collapse alloc 60 53 2254 1667 1575 56
THP splits 342 175 2194 12729 11544 329
THP fault fallback 0 0 0 0 0 0
THP collapse fail 0 0 0 0 0 0
Compaction stalls 0 0 0 0 0 0
Compaction success 0 0 0 0 0 0
Compaction failures 0 0 0 0 0 0
Page migrate success 0 0 0 5087468 41144914 340035
Page migrate failure 0 0 0 0 0 0
Compaction pages isolated 0 0 0 0 0 0
Compaction migrate scanned 0 0 0 0 0 0
Compaction free scanned 0 0 0 0 0 0
Compaction cost 0 0 0 5280 42708 352
NUMA PTE updates 0 0 0 2997404728 393796213 521840907
NUMA hint faults 0 0 0 2739639942 328788995 3461566
NUMA hint local faults 0 0 0 709168519 83931322 815569
NUMA pages migrated 0 0 0 5087468 41144914 340035
AutoNUMA cost 0 0 0 13719278 1647483 20967
There are a lot of PTE updates and faults here but it's not completely crazy.
The main point to note is the THP figures. THP migration heavily reduces the
number of collapses and splits. Note however that all kernels showed some
THP activity reflecting the fact it's actually enabled this time.
I do not have data yet on running specjbb on single JVM instances. I probably
will not have for a long time either as I'm going to have to rerun more schednuma
tests with additional patches on top.
The remainder of this covers some more basic performance tests. Unfortunately I
do not have figures for the thpmigrate kernel as it's still running. However I
would expect it to make very little difference to these results. If I'm wrong,
then whoops.
KERNBENCH
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38
User min 1296.75 ( 0.00%) 1299.23 ( -0.19%) 1290.49 ( 0.48%) 1297.40 ( -0.05%) 1297.74 ( -0.08%)
User mean 1299.08 ( 0.00%) 1309.99 ( -0.84%) 1293.82 ( 0.41%) 1300.66 ( -0.12%) 1299.70 ( -0.05%)
User stddev 1.78 ( 0.00%) 7.65 (-329.49%) 3.62 (-103.18%) 1.90 ( -6.92%) 1.17 ( 34.25%)
User max 1301.82 ( 0.00%) 1319.59 ( -1.37%) 1300.12 ( 0.13%) 1303.27 ( -0.11%) 1301.23 ( 0.05%)
System min 121.16 ( 0.00%) 139.16 (-14.86%) 123.79 ( -2.17%) 124.58 ( -2.82%) 124.06 ( -2.39%)
System mean 121.26 ( 0.00%) 146.11 (-20.49%) 124.42 ( -2.60%) 124.97 ( -3.05%) 124.32 ( -2.52%)
System stddev 0.07 ( 0.00%) 3.59 (-4725.82%) 0.45 (-506.41%) 0.29 (-294.47%) 0.22 (-195.02%)
System max 121.37 ( 0.00%) 148.94 (-22.72%) 125.04 ( -3.02%) 125.48 ( -3.39%) 124.65 ( -2.70%)
Elapsed min 41.90 ( 0.00%) 44.92 ( -7.21%) 40.10 ( 4.30%) 40.85 ( 2.51%) 41.56 ( 0.81%)
Elapsed mean 42.47 ( 0.00%) 45.74 ( -7.69%) 41.23 ( 2.93%) 42.49 ( -0.05%) 42.42 ( 0.13%)
Elapsed stddev 0.44 ( 0.00%) 0.52 (-17.51%) 0.93 (-110.57%) 1.01 (-129.42%) 0.74 (-68.20%)
Elapsed max 43.06 ( 0.00%) 46.51 ( -8.01%) 42.19 ( 2.02%) 43.56 ( -1.16%) 43.70 ( -1.49%)
CPU min 3300.00 ( 0.00%) 3133.00 ( 5.06%) 3354.00 ( -1.64%) 3277.00 ( 0.70%) 3257.00 ( 1.30%)
CPU mean 3343.80 ( 0.00%) 3183.20 ( 4.80%) 3441.00 ( -2.91%) 3356.20 ( -0.37%) 3357.20 ( -0.40%)
CPU stddev 36.31 ( 0.00%) 39.99 (-10.14%) 82.80 (-128.06%) 81.41 (-124.23%) 59.23 (-63.13%)
CPU max 3395.00 ( 0.00%) 3242.00 ( 4.51%) 3552.00 ( -4.62%) 3489.00 ( -2.77%) 3428.00 ( -0.97%)
schednuma has improved a lot here. It used to be a 50% regression, now
it's just a 7.69% regression.
autonuma showed a small gain but it's within 2*stddev so I would not get
too excited.
balancenuma is comparable to the baseline kernel which is what you'd expect.
MMTests Statistics: duration
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
User 7809.47 8426.10 7798.15 7834.32 7831.34
System 748.23 967.97 767.00 771.10 767.15
Elapsed 303.48 340.40 297.36 304.79 303.16
schednuma is showing a lot higher system CPU usage. autonuma and balancenuma
are showing some too.
MMTests Statistics: vmstat
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
Page Ins 336 96 0 84 60
Page Outs 1606596 1565384 1470956 1477020 1682808
Swap Ins 0 0 0 0 0
Swap Outs 0 0 0 0 0
Direct pages scanned 0 0 0 0 0
Kswapd pages scanned 0 0 0 0 0
Kswapd pages reclaimed 0 0 0 0 0
Direct pages reclaimed 0 0 0 0 0
Kswapd efficiency 100% 100% 100% 100% 100%
Kswapd velocity 0.000 0.000 0.000 0.000 0.000
Direct efficiency 100% 100% 100% 100% 100%
Direct velocity 0.000 0.000 0.000 0.000 0.000
Percentage direct scans 0% 0% 0% 0% 0%
Page writes by reclaim 0 0 0 0 0
Page writes file 0 0 0 0 0
Page writes anon 0 0 0 0 0
Page reclaim immediate 0 0 0 0 0
Page rescued immediate 0 0 0 0 0
Slabs scanned 0 0 0 0 0
Direct inode steals 0 0 0 0 0
Kswapd inode steals 0 0 0 0 0
Kswapd skipped wait 0 0 0 0 0
THP fault alloc 373 331 392 334 338
THP collapse alloc 7 1 9913 57 69
THP splits 2 2 340 45 18
THP fault fallback 0 0 0 0 0
THP collapse fail 0 0 0 0 0
Compaction stalls 0 0 0 0 0
Compaction success 0 0 0 0 0
Compaction failures 0 0 0 0 0
Page migrate success 0 0 0 20870 567171
Page migrate failure 0 0 0 0 0
Compaction pages isolated 0 0 0 0 0
Compaction migrate scanned 0 0 0 0 0
Compaction free scanned 0 0 0 0 0
Compaction cost 0 0 0 21 588
NUMA PTE updates 0 0 0 104807469 108314529
NUMA hint faults 0 0 0 67587495 67487394
NUMA hint local faults 0 0 0 53813675 64082455
NUMA pages migrated 0 0 0 20870 567171
AutoNUMA cost 0 0 0 338671 338205
Ok... wow. So, schednuma does not report how many updates it made but look
at balancenuma. It's updating PTEs and migrating pages for short-lived
processes from a kernel build. Some of these updates will be against the
monitors themselves but it's too high to be only the monitors. This is a
big surprise to me but indicates that the delay start is still too fast
or that there needs to be better identification of processes that do not
care about NUMA.
===BEGIN aim9
AIM9
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38
Min page_test 387600.00 ( 0.00%) 268486.67 (-30.73%) 356875.42 ( -7.93%) 342718.19 (-11.58%) 361405.73 ( -6.76%)
Min brk_test 2350099.93 ( 0.00%) 1996933.33 (-15.03%) 2198334.44 ( -6.46%) 2360733.33 ( 0.45%) 1856295.80 (-21.01%)
Min exec_test 255.99 ( 0.00%) 261.98 ( 2.34%) 273.15 ( 6.70%) 254.50 ( -0.58%) 257.33 ( 0.52%)
Min fork_test 1416.22 ( 0.00%) 1422.87 ( 0.47%) 1678.88 ( 18.55%) 1364.85 ( -3.63%) 1404.79 ( -0.81%)
Mean page_test 393893.69 ( 0.00%) 299688.63 (-23.92%) 374714.36 ( -4.87%) 377638.64 ( -4.13%) 373460.48 ( -5.19%)
Mean brk_test 2372673.79 ( 0.00%) 2221715.20 ( -6.36%) 2348968.24 ( -1.00%) 2394503.04 ( 0.92%) 2073987.04 (-12.59%)
Mean exec_test 258.91 ( 0.00%) 264.89 ( 2.31%) 280.17 ( 8.21%) 259.41 ( 0.19%) 260.94 ( 0.78%)
Mean fork_test 1428.88 ( 0.00%) 1447.96 ( 1.34%) 1812.08 ( 26.82%) 1398.49 ( -2.13%) 1430.22 ( 0.09%)
Stddev page_test 2689.70 ( 0.00%) 19221.87 (614.65%) 12994.24 (383.11%) 15871.82 (490.10%) 11104.15 (312.84%)
Stddev brk_test 11440.58 ( 0.00%) 174875.02 (1428.55%) 59011.99 (415.81%) 20870.31 ( 82.42%) 92043.46 (704.54%)
Stddev exec_test 1.42 ( 0.00%) 2.08 ( 46.59%) 6.06 (325.92%) 3.60 (152.88%) 1.80 ( 26.77%)
Stddev fork_test 8.30 ( 0.00%) 14.34 ( 72.70%) 48.64 (485.78%) 25.26 (204.22%) 17.05 (105.39%)
Max page_test 397800.00 ( 0.00%) 342833.33 (-13.82%) 396326.67 ( -0.37%) 393117.92 ( -1.18%) 391645.57 ( -1.55%)
Max brk_test 2386800.00 ( 0.00%) 2381133.33 ( -0.24%) 2416266.67 ( 1.23%) 2428733.33 ( 1.76%) 2245902.73 ( -5.90%)
Max exec_test 261.65 ( 0.00%) 267.82 ( 2.36%) 294.80 ( 12.67%) 266.00 ( 1.66%) 264.98 ( 1.27%)
Max fork_test 1446.58 ( 0.00%) 1468.44 ( 1.51%) 1869.59 ( 29.24%) 1454.18 ( 0.53%) 1475.08 ( 1.97%)
Straight up, I find aim9 to be generally unreliable and can show regressions
and gains for all sorts of unrelated nonsense. I keep running it because
over long enough periods of time it can still identify trends.
schednuma is regressing 23% in the page fault microbenchmark. autonuma
and balancenuma are also showing regressions. Not as bad, but not great
by any means. brktest is also showing regressions and here balancenuma
is showing quite a bit of hurt.
MMTests Statistics: duration
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
User 2.77 2.81 2.88 2.76 2.76
System 0.76 0.72 0.74 0.74 0.74
Elapsed 724.78 724.58 724.40 724.61 724.53
Not reflected in system CPU usage though. Cost is somewhere else
MMTests Statistics: vmstat
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
Page Ins 7124 7096 6964 7388 7032
Page Outs 74380 73996 74324 73800 74576
Swap Ins 0 0 0 0 0
Swap Outs 0 0 0 0 0
Direct pages scanned 0 0 0 0 0
Kswapd pages scanned 0 0 0 0 0
Kswapd pages reclaimed 0 0 0 0 0
Direct pages reclaimed 0 0 0 0 0
Kswapd efficiency 100% 100% 100% 100% 100%
Kswapd velocity 0.000 0.000 0.000 0.000 0.000
Direct efficiency 100% 100% 100% 100% 100%
Direct velocity 0.000 0.000 0.000 0.000 0.000
Percentage direct scans 0% 0% 0% 0% 0%
Page writes by reclaim 0 0 0 0 0
Page writes file 0 0 0 0 0
Page writes anon 0 0 0 0 0
Page reclaim immediate 0 0 0 0 0
Page rescued immediate 0 0 0 0 0
Slabs scanned 0 0 0 0 0
Direct inode steals 0 0 0 0 0
Kswapd inode steals 0 0 0 0 0
Kswapd skipped wait 0 0 0 0 0
THP fault alloc 36 2 23 0 1
THP collapse alloc 0 0 8 8 1
THP splits 0 0 8 8 1
THP fault fallback 0 0 0 0 0
THP collapse fail 0 0 0 0 0
Compaction stalls 0 0 0 0 0
Compaction success 0 0 0 0 0
Compaction failures 0 0 0 0 0
Page migrate success 0 0 0 236 475
Page migrate failure 0 0 0 0 0
Compaction pages isolated 0 0 0 0 0
Compaction migrate scanned 0 0 0 0 0
Compaction free scanned 0 0 0 0 0
Compaction cost 0 0 0 0 0
NUMA PTE updates 0 0 0 21404376 40316461
NUMA hint faults 0 0 0 76711 10144
NUMA hint local faults 0 0 0 21258 9628
NUMA pages migrated 0 0 0 236 475
AutoNUMA cost 0 0 0 533 332
In balancenuma, you can see that it's taking NUMA faults and migrating. Maybe
schednuma is doing the same.
HACKBENCH PIPES
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38
Procs 1 0.0320 ( 0.00%) 0.0354 (-10.53%) 0.0410 (-28.28%) 0.0310 ( 3.00%) 0.0296 ( 7.55%)
Procs 4 0.0560 ( 0.00%) 0.0699 (-24.87%) 0.0641 (-14.47%) 0.0556 ( 0.79%) 0.0562 ( -0.36%)
Procs 8 0.0850 ( 0.00%) 0.1084 (-27.51%) 0.1397 (-64.30%) 0.0833 ( 1.96%) 0.0953 (-12.07%)
Procs 12 0.1047 ( 0.00%) 0.1084 ( -3.54%) 0.1789 (-70.91%) 0.0990 ( 5.44%) 0.1127 ( -7.72%)
Procs 16 0.1276 ( 0.00%) 0.1323 ( -3.67%) 0.1395 ( -9.34%) 0.1236 ( 3.16%) 0.1240 ( 2.83%)
Procs 20 0.1405 ( 0.00%) 0.1578 (-12.29%) 0.2452 (-74.52%) 0.1471 ( -4.73%) 0.1454 ( -3.50%)
Procs 24 0.1823 ( 0.00%) 0.1800 ( 1.24%) 0.3030 (-66.22%) 0.1776 ( 2.58%) 0.1574 ( 13.63%)
Procs 28 0.2019 ( 0.00%) 0.2143 ( -6.13%) 0.3403 (-68.52%) 0.2000 ( 0.94%) 0.1983 ( 1.78%)
Procs 32 0.2162 ( 0.00%) 0.2329 ( -7.71%) 0.6526 (-201.85%) 0.2235 ( -3.36%) 0.2158 ( 0.20%)
Procs 36 0.2354 ( 0.00%) 0.2577 ( -9.47%) 0.4468 (-89.77%) 0.2619 (-11.24%) 0.2451 ( -4.11%)
Procs 40 0.2600 ( 0.00%) 0.2850 ( -9.62%) 0.5247 (-101.79%) 0.2724 ( -4.77%) 0.2646 ( -1.75%)
The number of procs hackbench is running is too low here for a 48-core
machine. It should have been reconfigured but this is better than nothing.
schednuma and autonuma both show large regressions in the performance here.
I do not investigate why but as there are a number of scheduler changes
it could be anything.
balancenuma is showing some impact on the figures but it's gains and losses.
MMTests Statistics: duration
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
User 65.98 75.68 68.61 61.40 62.96
System 1934.87 2129.32 2104.72 1958.01 1902.99
Elapsed 100.52 106.29 153.66 102.06 99.96
Nothing major there. schednumas system CPu usage is higher which might be it.
MMTests Statistics: vmstat
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
Page Ins 24 24 24 24 24
Page Outs 2092 1840 2636 1948 1912
Swap Ins 0 0 0 0 0
Swap Outs 0 0 0 0 0
Direct pages scanned 0 0 0 0 0
Kswapd pages scanned 0 0 0 0 0
Kswapd pages reclaimed 0 0 0 0 0
Direct pages reclaimed 0 0 0 0 0
Kswapd efficiency 100% 100% 100% 100% 100%
Kswapd velocity 0.000 0.000 0.000 0.000 0.000
Direct efficiency 100% 100% 100% 100% 100%
Direct velocity 0.000 0.000 0.000 0.000 0.000
Percentage direct scans 0% 0% 0% 0% 0%
Page writes by reclaim 0 0 0 0 0
Page writes file 0 0 0 0 0
Page writes anon 0 0 0 0 0
Page reclaim immediate 0 0 0 0 0
Page rescued immediate 0 0 0 0 0
Slabs scanned 0 0 0 0 0
Direct inode steals 0 0 0 0 0
Kswapd inode steals 0 0 0 0 0
Kswapd skipped wait 0 0 0 0 0
THP fault alloc 6 0 0 0 0
THP collapse alloc 0 0 0 3 0
THP splits 0 0 0 0 0
THP fault fallback 0 0 0 0 0
THP collapse fail 0 0 0 0 0
Compaction stalls 0 0 0 0 0
Compaction success 0 0 0 0 0
Compaction failures 0 0 0 0 0
Page migrate success 0 0 0 84 0
Page migrate failure 0 0 0 0 0
Compaction pages isolated 0 0 0 0 0
Compaction migrate scanned 0 0 0 0 0
Compaction free scanned 0 0 0 0 0
Compaction cost 0 0 0 0 0
NUMA PTE updates 0 0 0 152332 0
NUMA hint faults 0 0 0 21271 3
NUMA hint local faults 0 0 0 6778 0
NUMA pages migrated 0 0 0 84 0
AutoNUMA cost 0 0 0 107 0
Big surprise, moron-v4r38 was updating PTEs so some process was living long enough.
Could have been the monitors though.
HACKBENCH SOCKETS
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38
Procs 1 0.0260 ( 0.00%) 0.0320 (-23.08%) 0.0259 ( 0.55%) 0.0285 ( -9.62%) 0.0274 ( -5.57%)
Procs 4 0.0512 ( 0.00%) 0.0471 ( 7.99%) 0.0864 (-68.81%) 0.0481 ( 5.97%) 0.0469 ( 8.37%)
Procs 8 0.0739 ( 0.00%) 0.0782 ( -5.84%) 0.0823 (-11.41%) 0.0699 ( 5.38%) 0.0762 ( -3.12%)
Procs 12 0.0999 ( 0.00%) 0.1011 ( -1.18%) 0.1130 (-13.09%) 0.0961 ( 3.86%) 0.0977 ( 2.27%)
Procs 16 0.1270 ( 0.00%) 0.1311 ( -3.24%) 0.3777 (-197.40%) 0.1252 ( 1.38%) 0.1286 ( -1.29%)
Procs 20 0.1568 ( 0.00%) 0.1624 ( -3.56%) 0.3955 (-152.14%) 0.1568 ( -0.00%) 0.1566 ( 0.13%)
Procs 24 0.1845 ( 0.00%) 0.1914 ( -3.75%) 0.4127 (-123.73%) 0.1853 ( -0.47%) 0.1844 ( 0.06%)
Procs 28 0.2172 ( 0.00%) 0.2247 ( -3.48%) 0.5268 (-142.60%) 0.2163 ( 0.40%) 0.2230 ( -2.71%)
Procs 32 0.2505 ( 0.00%) 0.2553 ( -1.93%) 0.5334 (-112.96%) 0.2489 ( 0.63%) 0.2487 ( 0.72%)
Procs 36 0.2830 ( 0.00%) 0.2872 ( -1.47%) 0.7256 (-156.39%) 0.2787 ( 1.53%) 0.2751 ( 2.79%)
Procs 40 0.3041 ( 0.00%) 0.3200 ( -5.22%) 0.9365 (-207.91%) 0.3100 ( -1.93%) 0.3134 ( -3.04%)
schednuma showing small regressions here.
autonuma showed massive regressions here.
balancenuma is ok because scheduler decisions are mostly left alone. It's
the PTE numa updates where it kicks in.
MMTests Statistics: duration
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
User 43.39 48.16 46.27 39.19 38.39
System 2305.48 2339.98 2461.69 2271.80 2265.79
Elapsed 109.65 111.15 173.41 108.75 108.52
Nothing major there.
MMTests Statistics: vmstat
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
Page Ins 4 4 4 4 4
Page Outs 1848 1840 2672 1788 1896
Swap Ins 0 0 0 0 0
Swap Outs 0 0 0 0 0
Direct pages scanned 0 0 0 0 0
Kswapd pages scanned 0 0 0 0 0
Kswapd pages reclaimed 0 0 0 0 0
Direct pages reclaimed 0 0 0 0 0
Kswapd efficiency 100% 100% 100% 100% 100%
Kswapd velocity 0.000 0.000 0.000 0.000 0.000
Direct efficiency 100% 100% 100% 100% 100%
Direct velocity 0.000 0.000 0.000 0.000 0.000
Percentage direct scans 0% 0% 0% 0% 0%
Page writes by reclaim 0 0 0 0 0
Page writes file 0 0 0 0 0
Page writes anon 0 0 0 0 0
Page reclaim immediate 0 0 0 0 0
Page rescued immediate 0 0 0 0 0
Slabs scanned 0 0 0 0 0
Direct inode steals 0 0 0 0 0
Kswapd inode steals 0 0 0 0 0
Kswapd skipped wait 0 0 0 0 0
THP fault alloc 6 0 0 0 0
THP collapse alloc 1 0 3 0 0
THP splits 0 0 3 3 0
THP fault fallback 0 0 0 0 0
THP collapse fail 0 0 0 0 0
Compaction stalls 0 0 0 0 0
Compaction success 0 0 0 0 0
Compaction failures 0 0 0 0 0
Page migrate success 0 0 0 96 0
Page migrate failure 0 0 0 0 0
Compaction pages isolated 0 0 0 0 0
Compaction migrate scanned 0 0 0 0 0
Compaction free scanned 0 0 0 0 0
Compaction cost 0 0 0 0 0
NUMA PTE updates 0 0 0 117626 0
NUMA hint faults 0 0 0 11781 0
NUMA hint local faults 0 0 0 2785 0
NUMA pages migrated 0 0 0 96 0
AutoNUMA cost 0 0 0 59 0
Some PTE updates from moron-v4r8 again. Again could be the monitors.
I ran the STREAM benchmark but it's long and there was nothing interesting
to report. performance was flat and there was some migration activity
which is bad but as STREAM is long-lived for larger amounts of memory
it was not too suprising. It deserves better investigation but is realtively
low priority when it showed no regressions.
PAGE FAULT TEST
This is a microbenchmark for page faults. The number of clients are badly ordered
which again, I really should fix but anyway.
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12 rc6-schednuma-v16r2rc6-autonuma-v28fastr3 rc6-moron-v4r38 rc6-twostage-v4r38
System 1 8.0710 ( 0.00%) 8.1085 ( -0.46%) 8.0925 ( -0.27%) 8.0170 ( 0.67%) 37.3075 (-362.24%
System 10 9.4975 ( 0.00%) 9.5690 ( -0.75%) 12.0055 (-26.41%) 9.5915 ( -0.99%) 9.5835 ( -0.91%)
System 11 9.7740 ( 0.00%) 9.7915 ( -0.18%) 13.4890 (-38.01%) 9.7275 ( 0.48%) 9.6810 ( 0.95%)
System 12 9.6300 ( 0.00%) 9.7065 ( -0.79%) 13.6075 (-41.30%) 9.8320 ( -2.10%) 9.7365 ( -1.11%)
System 13 10.3300 ( 0.00%) 10.2560 ( 0.72%) 17.2815 (-67.29%) 10.2435 ( 0.84%) 10.2480 ( 0.79%)
System 14 10.7300 ( 0.00%) 10.6860 ( 0.41%) 13.5335 (-26.13%) 10.5975 ( 1.23%) 10.6490 ( 0.75%)
System 15 10.7860 ( 0.00%) 10.8695 ( -0.77%) 18.8370 (-74.64%) 10.7860 ( 0.00%) 10.7685 ( 0.16%)
System 16 11.2070 ( 0.00%) 11.3730 ( -1.48%) 17.6445 (-57.44%) 11.1970 ( 0.09%) 11.2270 ( -0.18%)
System 17 11.8695 ( 0.00%) 11.9420 ( -0.61%) 15.7420 (-32.63%) 11.8660 ( 0.03%) 11.8465 ( 0.19%)
System 18 12.3110 ( 0.00%) 12.3800 ( -0.56%) 18.7010 (-51.90%) 12.4065 ( -0.78%) 12.3975 ( -0.70%)
System 19 12.8610 ( 0.00%) 13.0375 ( -1.37%) 17.5450 (-36.42%) 12.9510 ( -0.70%) 13.0045 ( -1.12%)
System 2 8.0750 ( 0.00%) 8.1405 ( -0.81%) 8.2075 ( -1.64%) 8.0670 ( 0.10%) 11.5805 (-43.41%)
System 20 13.5975 ( 0.00%) 13.4650 ( 0.97%) 17.6630 (-29.90%) 13.4485 ( 1.10%) 13.2655 ( 2.44%)
System 21 13.9945 ( 0.00%) 14.1510 ( -1.12%) 16.6380 (-18.89%) 13.9305 ( 0.46%) 13.9215 ( 0.52%)
System 22 14.5055 ( 0.00%) 14.6145 ( -0.75%) 19.8770 (-37.03%) 14.5555 ( -0.34%) 14.6435 ( -0.95%)
System 23 15.0345 ( 0.00%) 15.2365 ( -1.34%) 19.6190 (-30.49%) 15.0930 ( -0.39%) 15.2005 ( -1.10%)
System 24 15.5565 ( 0.00%) 15.7380 ( -1.17%) 20.5575 (-32.15%) 15.5965 ( -0.26%) 15.6015 ( -0.29%)
System 25 16.1795 ( 0.00%) 16.3190 ( -0.86%) 21.6805 (-34.00%) 16.1595 ( 0.12%) 16.2315 ( -0.32%)
System 26 17.0595 ( 0.00%) 16.9270 ( 0.78%) 19.8575 (-16.40%) 16.9075 ( 0.89%) 16.7940 ( 1.56%)
System 27 17.3200 ( 0.00%) 17.4150 ( -0.55%) 19.2015 (-10.86%) 17.5160 ( -1.13%) 17.3045 ( 0.09%)
System 28 17.9900 ( 0.00%) 18.0230 ( -0.18%) 20.3495 (-13.12%) 18.0700 ( -0.44%) 17.8465 ( 0.80%)
System 29 18.5160 ( 0.00%) 18.6785 ( -0.88%) 21.1070 (-13.99%) 18.5375 ( -0.12%) 18.5735 ( -0.31%)
System 3 8.1575 ( 0.00%) 8.2200 ( -0.77%) 8.3190 ( -1.98%) 8.2200 ( -0.77%) 9.5105 (-16.59%)
System 30 19.2095 ( 0.00%) 19.4355 ( -1.18%) 22.2920 (-16.05%) 19.1850 ( 0.13%) 19.1160 ( 0.49%)
System 31 19.7165 ( 0.00%) 19.7785 ( -0.31%) 21.5625 ( -9.36%) 19.7635 ( -0.24%) 20.0735 ( -1.81%)
System 32 20.5370 ( 0.00%) 20.5395 ( -0.01%) 22.7315 (-10.69%) 20.2400 ( 1.45%) 20.2930 ( 1.19%)
System 33 20.9265 ( 0.00%) 21.3055 ( -1.81%) 22.2900 ( -6.52%) 20.9520 ( -0.12%) 21.0705 ( -0.69%)
System 34 21.9625 ( 0.00%) 21.7200 ( 1.10%) 24.1665 (-10.04%) 21.5605 ( 1.83%) 21.6485 ( 1.43%)
System 35 22.3010 ( 0.00%) 22.4145 ( -0.51%) 23.5105 ( -5.42%) 22.3475 ( -0.21%) 22.4405 ( -0.63%)
System 36 23.0040 ( 0.00%) 23.0160 ( -0.05%) 23.8965 ( -3.88%) 23.2190 ( -0.93%) 22.9625 ( 0.18%)
System 37 23.6785 ( 0.00%) 23.7325 ( -0.23%) 24.8125 ( -4.79%) 23.7495 ( -0.30%) 23.6925 ( -0.06%)
System 38 24.7495 ( 0.00%) 24.8330 ( -0.34%) 25.0045 ( -1.03%) 24.2465 ( 2.03%) 24.3775 ( 1.50%)
System 39 25.0975 ( 0.00%) 25.1845 ( -0.35%) 25.8640 ( -3.05%) 25.0515 ( 0.18%) 25.0655 ( 0.13%)
System 4 8.2660 ( 0.00%) 8.3770 ( -1.34%) 9.0370 ( -9.33%) 8.3380 ( -0.87%) 8.6195 ( -4.28%)
System 40 25.9170 ( 0.00%) 26.1390 ( -0.86%) 25.7945 ( 0.47%) 25.8330 ( 0.32%) 25.7755 ( 0.55%)
System 41 26.4745 ( 0.00%) 26.6030 ( -0.49%) 26.0005 ( 1.79%) 26.4665 ( 0.03%) 26.6990 ( -0.85%)
System 42 27.4050 ( 0.00%) 27.4030 ( 0.01%) 27.1415 ( 0.96%) 27.4045 ( 0.00%) 27.1995 ( 0.75%)
System 43 27.9820 ( 0.00%) 28.3140 ( -1.19%) 27.2640 ( 2.57%) 28.1045 ( -0.44%) 28.0070 ( -0.09%)
System 44 28.7245 ( 0.00%) 28.9940 ( -0.94%) 27.4990 ( 4.27%) 28.6740 ( 0.18%) 28.6515 ( 0.25%)
System 45 29.5315 ( 0.00%) 29.8435 ( -1.06%) 28.3015 ( 4.17%) 29.5350 ( -0.01%) 29.3825 ( 0.50%)
System 46 30.2260 ( 0.00%) 30.5220 ( -0.98%) 28.3505 ( 6.20%) 30.2100 ( 0.05%) 30.2865 ( -0.20%)
System 47 31.0865 ( 0.00%) 31.3480 ( -0.84%) 28.6695 ( 7.78%) 30.9940 ( 0.30%) 30.9930 ( 0.30%)
System 48 31.5745 ( 0.00%) 31.9750 ( -1.27%) 28.8480 ( 8.64%) 31.6925 ( -0.37%) 31.6355 ( -0.19%)
System 5 8.5895 ( 0.00%) 8.6365 ( -0.55%) 10.7745 (-25.44%) 8.6905 ( -1.18%) 8.7105 ( -1.41%)
System 6 8.8350 ( 0.00%) 8.8820 ( -0.53%) 10.7165 (-21.30%) 8.8105 ( 0.28%) 8.8090 ( 0.29%)
System 7 8.9120 ( 0.00%) 8.9095 ( 0.03%) 10.0140 (-12.37%) 8.9440 ( -0.36%) 9.0585 ( -1.64%)
System 8 8.8235 ( 0.00%) 8.9295 ( -1.20%) 10.3175 (-16.93%) 8.9185 ( -1.08%) 8.8695 ( -0.52%)
System 9 9.4775 ( 0.00%) 9.5080 ( -0.32%) 10.9855 (-15.91%) 9.4815 ( -0.04%) 9.4435 ( 0.36%)
autonuma shows high system CPU usage overhead here.
schednuma and balancenuma show some but it's not crazy. Processes are likely too short-lived
Elapsed 1 8.7755 ( 0.00%) 8.8080 ( -0.37%) 8.7870 ( -0.13%) 8.7060 ( 0.79%) 38.0820 (-333.96%)
Elapsed 10 1.0985 ( 0.00%) 1.0965 ( 0.18%) 1.3965 (-27.13%) 1.1120 ( -1.23%) 1.1070 ( -0.77%)
Elapsed 11 1.0280 ( 0.00%) 1.0340 ( -0.58%) 1.4540 (-41.44%) 1.0220 ( 0.58%) 1.0160 ( 1.17%)
Elapsed 12 0.9155 ( 0.00%) 0.9250 ( -1.04%) 1.3995 (-52.87%) 0.9430 ( -3.00%) 0.9455 ( -3.28%)
Elapsed 13 0.9500 ( 0.00%) 0.9325 ( 1.84%) 1.6625 (-75.00%) 0.9345 ( 1.63%) 0.9470 ( 0.32%)
Elapsed 14 0.8910 ( 0.00%) 0.9000 ( -1.01%) 1.2435 (-39.56%) 0.8835 ( 0.84%) 0.9005 ( -1.07%)
Elapsed 15 0.8245 ( 0.00%) 0.8290 ( -0.55%) 1.7575 (-113.16%) 0.8250 ( -0.06%) 0.8205 ( 0.49%)
Elapsed 16 0.8050 ( 0.00%) 0.8040 ( 0.12%) 1.5650 (-94.41%) 0.7980 ( 0.87%) 0.8140 ( -1.12%)
Elapsed 17 0.8365 ( 0.00%) 0.8440 ( -0.90%) 1.3350 (-59.59%) 0.8355 ( 0.12%) 0.8305 ( 0.72%)
Elapsed 18 0.8015 ( 0.00%) 0.8030 ( -0.19%) 1.5420 (-92.39%) 0.8040 ( -0.31%) 0.8000 ( 0.19%)
Elapsed 19 0.7700 ( 0.00%) 0.7720 ( -0.26%) 1.4410 (-87.14%) 0.7770 ( -0.91%) 0.7805 ( -1.36%)
Elapsed 2 4.4485 ( 0.00%) 4.4850 ( -0.82%) 4.5230 ( -1.67%) 4.4145 ( 0.76%) 6.2950 (-41.51%)
Elapsed 20 0.7725 ( 0.00%) 0.7565 ( 2.07%) 1.4245 (-84.40%) 0.7580 ( 1.88%) 0.7485 ( 3.11%)
Elapsed 21 0.7965 ( 0.00%) 0.8135 ( -2.13%) 1.2630 (-58.57%) 0.7995 ( -0.38%) 0.8055 ( -1.13%)
Elapsed 22 0.7785 ( 0.00%) 0.7785 ( 0.00%) 1.5505 (-99.17%) 0.7940 ( -1.99%) 0.7905 ( -1.54%)
Elapsed 23 0.7665 ( 0.00%) 0.7700 ( -0.46%) 1.5335 (-100.07%) 0.7605 ( 0.78%) 0.7905 ( -3.13%)
Elapsed 24 0.7655 ( 0.00%) 0.7630 ( 0.33%) 1.5210 (-98.69%) 0.7455 ( 2.61%) 0.7660 ( -0.07%)
Elapsed 25 0.8430 ( 0.00%) 0.8580 ( -1.78%) 1.6220 (-92.41%) 0.8565 ( -1.60%) 0.8640 ( -2.49%)
Elapsed 26 0.8585 ( 0.00%) 0.8385 ( 2.33%) 1.3195 (-53.70%) 0.8240 ( 4.02%) 0.8480 ( 1.22%)
Elapsed 27 0.8195 ( 0.00%) 0.8115 ( 0.98%) 1.2000 (-46.43%) 0.8165 ( 0.37%) 0.8060 ( 1.65%)
Elapsed 28 0.7985 ( 0.00%) 0.7845 ( 1.75%) 1.2925 (-61.87%) 0.8085 ( -1.25%) 0.8020 ( -0.44%)
Elapsed 29 0.7995 ( 0.00%) 0.7995 ( 0.00%) 1.3140 (-64.35%) 0.8135 ( -1.75%) 0.8050 ( -0.69%)
Elapsed 3 3.0140 ( 0.00%) 3.0110 ( 0.10%) 3.0735 ( -1.97%) 3.0230 ( -0.30%) 3.4670 (-15.03%)
Elapsed 30 0.8075 ( 0.00%) 0.7935 ( 1.73%) 1.3905 (-72.20%) 0.8045 ( 0.37%) 0.8000 ( 0.93%)
Elapsed 31 0.7895 ( 0.00%) 0.7735 ( 2.03%) 1.2075 (-52.94%) 0.8015 ( -1.52%) 0.8135 ( -3.04%)
Elapsed 32 0.8055 ( 0.00%) 0.7745 ( 3.85%) 1.3090 (-62.51%) 0.7705 ( 4.35%) 0.7815 ( 2.98%)
Elapsed 33 0.7860 ( 0.00%) 0.7710 ( 1.91%) 1.1485 (-46.12%) 0.7850 ( 0.13%) 0.7985 ( -1.59%)
Elapsed 34 0.7950 ( 0.00%) 0.7750 ( 2.52%) 1.4080 (-77.11%) 0.7800 ( 1.89%) 0.7870 ( 1.01%)
Elapsed 35 0.7900 ( 0.00%) 0.7720 ( 2.28%) 1.1245 (-42.34%) 0.7965 ( -0.82%) 0.8230 ( -4.18%)
Elapsed 36 0.7930 ( 0.00%) 0.7600 ( 4.16%) 1.1240 (-41.74%) 0.8150 ( -2.77%) 0.7875 ( 0.69%)
Elapsed 37 0.7830 ( 0.00%) 0.7565 ( 3.38%) 1.2870 (-64.37%) 0.7860 ( -0.38%) 0.7795 ( 0.45%)
Elapsed 38 0.8035 ( 0.00%) 0.7960 ( 0.93%) 1.1955 (-48.79%) 0.7700 ( 4.17%) 0.7695 ( 4.23%)
Elapsed 39 0.7760 ( 0.00%) 0.7680 ( 1.03%) 1.3305 (-71.46%) 0.7700 ( 0.77%) 0.7820 ( -0.77%)
Elapsed 4 2.2845 ( 0.00%) 2.3185 ( -1.49%) 2.4895 ( -8.97%) 2.3010 ( -0.72%) 2.4175 ( -5.82%)
Elapsed 40 0.7710 ( 0.00%) 0.7720 ( -0.13%) 1.0095 (-30.93%) 0.7655 ( 0.71%) 0.7670 ( 0.52%)
Elapsed 41 0.7880 ( 0.00%) 0.7510 ( 4.70%) 1.1440 (-45.18%) 0.7590 ( 3.68%) 0.7985 ( -1.33%)
Elapsed 42 0.7780 ( 0.00%) 0.7690 ( 1.16%) 1.2405 (-59.45%) 0.7845 ( -0.84%) 0.7815 ( -0.45%)
Elapsed 43 0.7650 ( 0.00%) 0.7760 ( -1.44%) 1.0820 (-41.44%) 0.7795 ( -1.90%) 0.7600 ( 0.65%)
Elapsed 44 0.7595 ( 0.00%) 0.7590 ( 0.07%) 1.1615 (-52.93%) 0.7590 ( 0.07%) 0.7540 ( 0.72%)
Elapsed 45 0.7730 ( 0.00%) 0.7535 ( 2.52%) 0.9845 (-27.36%) 0.7735 ( -0.06%) 0.7705 ( 0.32%)
Elapsed 46 0.7735 ( 0.00%) 0.7650 ( 1.10%) 0.9610 (-24.24%) 0.7625 ( 1.42%) 0.7660 ( 0.97%)
Elapsed 47 0.7645 ( 0.00%) 0.7670 ( -0.33%) 1.1040 (-44.41%) 0.7650 ( -0.07%) 0.7675 ( -0.39%)
Elapsed 48 0.7655 ( 0.00%) 0.7675 ( -0.26%) 1.2085 (-57.87%) 0.7590 ( 0.85%) 0.7700 ( -0.59%)
Elapsed 5 1.9355 ( 0.00%) 1.9425 ( -0.36%) 2.3495 (-21.39%) 1.9710 ( -1.83%) 1.9675 ( -1.65%)
Elapsed 6 1.6640 ( 0.00%) 1.6760 ( -0.72%) 1.9865 (-19.38%) 1.6430 ( 1.26%) 1.6405 ( 1.41%)
Elapsed 7 1.4405 ( 0.00%) 1.4295 ( 0.76%) 1.6215 (-12.57%) 1.4370 ( 0.24%) 1.4550 ( -1.01%)
Elapsed 8 1.2320 ( 0.00%) 1.2545 ( -1.83%) 1.4595 (-18.47%) 1.2465 ( -1.18%) 1.2440 ( -0.97%)
Elapsed 9 1.2260 ( 0.00%) 1.2270 ( -0.08%) 1.3955 (-13.83%) 1.2285 ( -0.20%) 1.2180 ( 0.65%)
Same story. autonuma takes a hit. schednuma and balancenuma are ok.
There are also faults/sec and faults/cpu/sec stats but they all tell more
or less the same story. autonuma took a hit. schednuma and balancenuma are ok.
MMTests Statistics: duration
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
User 1097.70 963.35 1275.69 1095.71 1104.06
System 18926.22 18947.86 22664.44 18895.61 19587.47
Elapsed 1374.39 1360.35 1888.67 1369.07 2008.11
autonuma has higher system CPU usage so that might account for its loss. Again
balancenuma and schednuma are ok.
MMTests Statistics: vmstat
3.7.0 3.7.0 3.7.0 3.7.0 3.7.0
rc6-stats-v4r12rc6-schednuma-v16r2rc6-autonuma-v28fastr3rc6-moron-v4r38rc6-twostage-v4r38
Page Ins 364 364 364 364 364
Page Outs 14756 15188 20036 15152 19152
Swap Ins 0 0 0 0 0
Swap Outs 0 0 0 0 0
Direct pages scanned 0 0 0 0 0
Kswapd pages scanned 0 0 0 0 0
Kswapd pages reclaimed 0 0 0 0 0
Direct pages reclaimed 0 0 0 0 0
Kswapd efficiency 100% 100% 100% 100% 100%
Kswapd velocity 0.000 0.000 0.000 0.000 0.000
Direct efficiency 100% 100% 100% 100% 100%
Direct velocity 0.000 0.000 0.000 0.000 0.000
Percentage direct scans 0% 0% 0% 0% 0%
Page writes by reclaim 0 0 0 0 0
Page writes file 0 0 0 0 0
Page writes anon 0 0 0 0 0
Page reclaim immediate 0 0 0 0 0
Page rescued immediate 0 0 0 0 0
Slabs scanned 0 0 0 0 0
Direct inode steals 0 0 0 0 0
Kswapd inode steals 0 0 0 0 0
Kswapd skipped wait 0 0 0 0 0
THP fault alloc 0 0 0 0 0
THP collapse alloc 0 0 0 0 0
THP splits 0 0 5 1 0
THP fault fallback 0 0 0 0 0
THP collapse fail 0 0 0 0 0
Compaction stalls 0 0 0 0 0
Compaction success 0 0 0 0 0
Compaction failures 0 0 0 0 0
Page migrate success 0 0 0 938 2892
Page migrate failure 0 0 0 0 0
Compaction pages isolated 0 0 0 0 0
Compaction migrate scanned 0 0 0 0 0
Compaction free scanned 0 0 0 0 0
Compaction cost 0 0 0 0 3
NUMA PTE updates 0 0 0 297476912 497772489
NUMA hint faults 0 0 0 290139 2456411
NUMA hint local faults 0 0 0 115544 2449766
NUMA pages migrated 0 0 0 938 2892
AutoNUMA cost 0 0 0 3533 15766
Some NUMA update activity here. Again, might be the monitors. As these
stats are collected before and after the test they are collected even
if monitors are disabled so that would indicate if monitors are making a
difference. It could be some other long-lived process on the system too.
So there you have it. balancenumas foundation has many things in common
with schednuma but does a lot more in just the basic mechanics to keep the
overhead under control and to avoid falling apart when the placement policy
makes wrong decisions. Even without a placment policy it can beat schednuma
in a number of cases and while I do not expect this to be universal to
all machines, it's encouraging.
Can the schednuma people please reconsider rebasing on top of this?
It should be able to show in all cases that it improves performance over no
placement policy and it'll be a bit more obvious how it does it. I would
also hope that the concepts of autonuma would be reimplemented on top of
this foundation so we can do a meaningful comparison between different
placement policies.
--
Mel Gorman
SUSE Labs
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