Multi-core SPEC CPU2006

For the record, we do not believe that the SPEC CPU "Rate" metric has much value for estimating server CPU performance. Most applications do not run lots of completely separate processes in parallel; there is at least some interaction between the threads. But since the benchmark below caused so much discussion, we wanted to satisfy the curiosity of our readers. 

 

2P SPEC CPU2006 Estimates
Subtest Xeon
8176
EPYC
7601
EPYC
7742
EPYC
7742
Zen2
vs
Zen1
EPYC
7742
Vs
Xeon
 
Cores 56C 64C 128C    
Frequency 2.8 G 2.7G 2.5-3.2G 2.5-3.2G    
GCC 7.4 7.4 7.4 8.3 7.4 7.4
400.perlbench 1980 2020 4680 4820 +132% +136%
401.bzip2 1120 1280 3220 3250 +152% +188%
403.gcc 1300 1400 3540 3540 +153% +172%
429.mcf 927 837 1540 1540 +84% +66%
445.gobmk 1500 1780 4160 4170 +134% +177%
456.hmmer 1580 1700 3320 6480 +95% +110%
458.sjeng 1570 1820 3860 3900 +112% +146%
462.libquantum 870 1060 1180 1180 +11% +36%
464.h264ref 2670 2680 6400 6400 +139% +140%
471.omnetpp 756 705 (*) 1520 1510 +116% +101%
473.astar 976 1080 1550 1550 +44% +59%
483.xalancbmk 1310 1240 2870 2870 +131% +119%

We repeat: the SPECint rate test is likely unrealistic. If you start up 112 to 256 instances, you create a massive bandwidth bottleneck, no synchronization is going on and there is a consistent CPU load of 100%, all of which is very unrealistic in most integer applications. 

The SPECint rate estimate results emphasizes all the strengths of the new EPYC CPU: more cores, much higher bandwidth. And at the time it ignores one of smaller disadvantages: higher intercore latency. So this is really the ideal case for the EPYC processors. 

Nevertheless, even if we take into account that AMD has an 45% memory bandwidth advantage and that Intel latest chip (8280) offers about 7 to 8% better performance, this is amazing. The SPECint rate numbers of the EPYC 7742 are - on average - simply twice as high as those of the best available socketed Intel Xeons.

Interestingly, we saw that most rate benchmarks ran at  P1 clock or the highest p-state minus one. For example, this is what we saw when running libquantum:

While some benchmarks like h264ref were running at lower clocks. 

The current server does not allow us to do accurate power measuring but if the AMD EPYC 7742 can stay within the 225W TDP while running integer workloads at all cores at 3.2 GHz, that would be pretty amazing. Long story short: the new EPYC 7742 seems to be able to sustain higher clocks than comparable Intel models while running integer workloads on all cores. 

 

Single-Thread SPEC CPU2006 Legacy: 7-zip
Comments Locked

180 Comments

View All Comments

  • AnonCPU - Friday, August 9, 2019 - link

    The gain in hmmer on EPYC with GCC8 is not due to TAGE predictor.
    Hmmer gains a lot on EPYC only because of GCC8.
    GCC8 vectorizer has been improved in GCC8 and hmmer gets vectorized heavily while it was not the case for GCC7. The same run on an Intel machine would have shown the same kind of improvement.
  • JohanAnandtech - Sunday, August 11, 2019 - link

    Thanks, do you have a source for that? Interested in learning more!
  • AnonCPU - Monday, August 12, 2019 - link

    That should be due to the improvements on loop distribution:
    https://gcc.gnu.org/gcc-8/changes.html

    "The classic loop nest optimization pass -ftree-loop-distribution has been improved and enabled by default at -O3 and above. It supports loop nest distribution in some restricted scenarios;"

    There are also some references here in what was missing for hmmer vectorization in GCC some years ago:
    https://gcc.gnu.org/ml/gcc/2017-03/msg00012.html

    And a page where you can see that LLVM was missing (at least in 2015) a good loop distribution algo useful for hmmer:

    https://www.phoronix.com/scan.php?page=news_item&a...
  • AnonCPU - Monday, August 12, 2019 - link

    And more:
    https://community.arm.com/developer/tools-software...
  • just4U - Friday, August 9, 2019 - link

    I guess the question to ask now is can they churn these puppies out like no tomorrow? Is the demand there? What about other Hardware? Motherboards and the like..

    Do they have 100 000 of these ready to go? The window of opportunity for AMD is always fleeting.. and if their going to capitalize on this they need to be able to put the product out there.
  • name99 - Friday, August 9, 2019 - link

    No obvious reason why not. The chiplets are not large and TSMC ships 200 million Apple chips a year on essentially the same process. So yields should be there.
    Manufacturing the chiplet assembly also doesn't look any different from the Naples assembly (details differ, yes, but no new envelopes being pushed: no much higher frequency signals or denser traces -- the flip side to that is that there's scope there for some optimization come Milan...)

    So it seems like there is nothing to obviously hold them back...
  • fallaha56 - Saturday, August 10, 2019 - link

    Perhaps Hypertheading should be off on the Intel systems to better reflect eg Google’s reality / proper security standards now we know Intel isn’t secure?
  • Targon - Monday, August 12, 2019 - link

    That is why Google is going to be buying many Epyc based servers going forward. Mitigations do not mean a problem has been fixed.
  • imaskar - Wednesday, August 14, 2019 - link

    Why do you think AWS, GCP, Azure, etc. mitigated the vulnerabilities? They only patched Meltdown at most. All other things are too costly and hard to execute. They just don't care so much for your data. Too loose 2x cloud capacity for that? No way. And for security conscious serious customers they offer private clusters, so your workloads run on separate servers.
  • ballsystemlord - Saturday, August 10, 2019 - link

    Spelling and grammar errors:

    "This happened in almost every OS, and in some cases we saw reports that system administrators and others had to do quite a bit optimization work to get the best performance out of the EPYC 7001 series."
    Missing "of":
    "This happened in almost every OS, and in some cases we saw reports that system administrators and others had to do quite a bit of optimization work to get the best performance out of the EPYC 7001 series."

    "...to us it is simply is ridiculous that Intel expect enterprise users to cough up another few thousand dollars per CPU for a model that supports 2 TB,..."
    Excess "is" and missing "s":
    "...to us it is simply ridiculous that Intel expects enterprise users to cough up another few thousand dollars per CPU for a model that supports 2 TB,..."

    "Although the 225W TDP CPUs needs extra heatspipes and heatsinks, there are still running on air cooling..."
    Excess "s" and incorrect "there",
    "Although the 225W TDP CPUs need extra heatspipes and heatsinks, they're still running on air cooling..."

    "The Intel L3-cache keeps latency consistingy low as long as you stay within the L3-cache."
    "consistently" not "consistingy":
    "The Intel L3-cache keeps latency consistently low as long as you stay within the L3-cache."

    "For example keeping a large part of the index in the cache improve performance..."
    Missing comma and missing "s" (you might also consider making cache plural, but you seem to be talking strictly about the L3):
    "For example, keeping a large part of the index in the cache improves performance..."

    "That is a real thing is shown by the fact that Intel states that the OLTP hammerDB runs 60% faster on a 28-core Intel Xeon 8280 than on EPYC 7601."
    Missing "it":
    "That it is a real thing is shown by the fact that Intel states that the OLTP hammerDB runs 60% faster on a 28-core Intel Xeon 8280 than on EPYC 7601."
    In general, the beginning of the sentance appears quite poorly worded, how about:
    "That L3 cache latency is a matter for concern is shown by the fact that Intel states that the OLTP hammerDB runs 60% faster on a 28-core Intel Xeon 8280 than on EPYC 7601."

    "In NPS4, the NUMA domains are reported to software in such a way as it chiplets always access the near (2 channels) DRAM."
    Missing "s":
    "In NPS4, the NUMA domains are reported to software in such a way as its chiplets always access the near (2 channels) DRAM."

    "The fact that the EPYC 7002 has higher DRAM bandwidth is clearly visible."
    Wrong numbers (maybet you ment, series?):
    "The fact that the EPYC 7742 has higher DRAM bandwidth is clearly visible."

    "...but show very significant improvements on EPYC 7002."
    Wrong numbers (maybet you ment, series?):
    "...but show very significant improvements on EPYC 7742."

    "Using older garbage collector because they happen to better at Specjbb"
    Badly worded.
    "Using an older garbage collector because it happens to be better at Specjbb"

    "For those with little time: at the high end with socketed x86 CPUs, AMD offers you up to 50 to 100% higher performance while offering a 40% lower price."
    "Up to" requires 1 metric, not 2. Try:
    "For those with little time: at the high end with socketed x86 CPUs, AMD offers you from 50 up to 100% higher performance while offering a 40% lower price."

Log in

Don't have an account? Sign up now