Multi-Threaded Integer Performance: SPEC CPU2006

The value of SPEC CPU2006 int rate is questionable as it puts too much emphasis on bandwidth and way too little emphasis on data synchronization. However, it does give some indication of the total "raw" integer compute power available.

Subtest
SPECCPU2006
integer
Application type Cavium
ThunderX
2 GHz
Xeon D-1587
1.8-2.4
Xeon E5-2640 v4
2.4-2.6
400.perlbench Spam filter 372 394 322
401.bzip2 Compression 166 225 216
403.gcc Compiling 257 218 265
429.mcf Vehicle scheduling 110 130 224
445.gobmk Game AI 411 337 269
456.hmmer Protein seq. analyses 198 299 281
458.sjeng Chess 412 362 283
462.libquantum Quantum sim 139 126 231
464.h264ref Video encoding 528 487 421
471.omnetpp Network sim 121 127 172
473.astar Pathfinding 143 165 195
483.xalancbmk XML processing 227 219 266

On average, the ThunderX delivers the throughput of an Xeon D1581 or Xeon E5-2640. There are some noticeable differences between the subtest though, especially if you check the scalability.

Subtest
SPECCPU2006
integer
Application type Cavium
ThunderX
2 GHz
(48 copies)
Xeon D-1587
1.8-2.3
(32 copies)
Xeon E5-2640 v4
2.4-2.6
(20 copies)
400.perlbench Spam filter 43x 14x 10x
401.bzip2 Compression 25x 13x 11x
403.gcc Compiling 22x 8x 9x
429.mcf Vehicle scheduling 15x 3x 6x
445.gobmk Game AI 41x 17x 12x
456.hmmer Protein seq. analyses 42x 14x 11x
458.sjeng Chess 47x 16x 11x
462.libquantum Quantum sim 8x 2x 4x
464.h264ref Video encoding 42x 13x 10x
471.omnetpp Network sim 17x 6x 7x
473.astar Pathfinding 16x 10x 10x
483.xalancbmk XML processing 27x 7x 7x

Mcf is memory latency bound, but if you run 32 threads on the Xeon D, you completely swamp its memory subsystem. The ThunderX and Xeon E5 scale better simply because they can deliver better bandwidth... but one has to wonder if this has anything to do with what people who actually use mcf will experience, as mcf is mostly latency bound. It seems like a corner case.

The XML processing testis probably a lot closer to the real world: it is much easier to split XML (or JSON) processing into many parallel parts (one per request). This is something that fits the ThunderX very well, it edges out the best Xeon D. The same is true for the video encoding tests. This indicates that the ThunderX is most likely a capable Content Delivery Network (CDN) server.

Gcc and sjeng scale well and as a result, the Thunder-X really shines in these subtests.

Single-Threaded Integer Performance: SPEC CPU2006 Comparing With the Other ARMs: Single-Threaded Compression/Decompression
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  • silverblue - Thursday, June 16, 2016 - link

    I think AMD themselves admitted that the Opteron X1100 was for testing the waters, with K12 being the first proper solution, but that was delayed to get Zen out of the door. I imagine that both products will be on sale concurrently at some point, but even with AMD's desktop-first approach for Zen, it will probably still come to the server market before K12 (both are due 2017).
  • junky77 - Thursday, June 16, 2016 - link

    still, quite strange, no? AMD is in the server business for years. I'm not talking about their ARM solution only, but their other solutions seem to be less interesting..
  • silverblue - Thursday, June 16, 2016 - link

    I am looking forward to both Zen and K12; there's very little chance that AMD will fail with both.
  • name99 - Wednesday, June 15, 2016 - link

    " It is the first time the Xeon D gets beaten by an ARM v8 SoC..."

    The Apple A9X in the 12" iPad Pro delivers 40GB/s on Stream...
    (That's the Stream built into Geekbench. Conceivably it's slightly different from what's being measured here, but it delivers around 25GB/s for standard desktop/laptop Intel CPUs, and for the A9 and the 9" iPad's A9X, so it seems in the same sort of ballpark.)
  • aryonoco - Thursday, June 16, 2016 - link

    Fantastic article as always Johan. Thank you so much for your very informative articles. I can only imagine how much time and effort writing this article took. It is very much appreciated.

    The first good showing by an ARMv8 server. Nearly 5 years later than expected, but they are getting there. This thing was still produced on 28 HKMG. Give it one more year, a jump to 14nm, and a more mature software ecosystem, and I think the Xeons might finally have some competition on their hands.
  • JohanAnandtech - Thursday, June 16, 2016 - link

    Thank you, and indeed it was probably the most time consuming review ... since Calxeda. :-)
    Yes, there is potential.
  • iwod - Thursday, June 16, 2016 - link

    Even if the ThunderX is half the price of equivalent Xeon, I would still buy Intel Xeon instead. This isn't Smartphone market. In Server, The cost memory and Storage, Networking etc adds up. Not only does it uses a lot more power in Idle, the total TCO AND Pref / Watts still flavours Intel.

    There is also the switching cost of Software involved.
    And those who say Single Core / Thread Performance dont matter have absolutely no idea what they are talking about.

    As far as I can tell, Xeon-D offers a very decent value proposition for even the ARM SoC minded vendors. This will likely continue to be the case as we move to 10nm. I just dont see how ARM is going to get their 20% market share by 2020 as they described in their Shareholder meetings.
  • rahvin - Thursday, June 16, 2016 - link

    If you have to switch software on your severs because you switch architecture you are doing something wrong and are far too dependent on proprietary products. I'm being a bit facetious here but the only reason architecture should limit you is you are using Microsoft products or are in a highly specialized computing field. Linux should dominate your general servers.
  • kgardas - Friday, June 17, 2016 - link

    Even if you are on Linux, still stack support is best on i386/amd64. Look at IBM how it throws a lot of money to get somewhere with POWER8. ARM can't do that, so it's more on vendors to do that and they are doing it a little bit more slowly. Anyway, even AArch64 will mature in LLVM/GCC tool chain, GNU libC, musl libC, linux kernel etc but it'll take some time...
  • tuxRoller - Thursday, June 16, 2016 - link

    Aarch64 has very limited conditional execution support.
    http://infocenter.arm.com/help/index.jsp?topic=/co...

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