Rosetta2: x86-64 Translation Performance

The new Apple Silicon Macs being based on a new ISA means that the hardware isn’t capable of running existing x86-based software that has been developed over the past 15 years. At least, not without help.

Apple’s new Rosetta2 is a new ahead-of-time binary translation system which is able to translate old x86-64 software to AArch64, and then run that code on the new Apple Silicon CPUs.

So, what do you have to do to run Rosetta2 and x86 apps? The answer is pretty much nothing. As long as a given application has a x86-64 code-path with at most SSE4.2 instructions, Rosetta2 and the new macOS Big Sur will take care of everything in the background, without you noticing any difference to a native application beyond its performance.

Actually, Apple’s transparent handling of things are maybe a little too transparent, as currently there’s no way to even tell if an application on the App Store actually supports the new Apple Silicon or not. Hopefully this is something that we’ll see improved in future updates, serving also as an incentive for developers to port their applications to native code. Of course, it’s now possible for developers to target both x86-64 and AArch64 applications via “universal binaries”, essentially just glued together variants of the respective architecture binaries.

We didn’t have time to investigate what software runs well and what doesn’t, I’m sure other publications out there will do a much better job and variety of workloads out there, but I did want to post some more concrete numbers as to how the performance scales across different time of workloads by running SPEC both in native, and in x86-64 binary form through Rosetta2:

SPECint2006 - Rosetta2 vs Native Score %

In SPECint2006, there’s a wide range of performance scaling depending on the workloads, some doing quite well, while other not so much.

The workloads that do best with Rosetta2 primarily look to be those which have a more important memory footprint and interact more with memory, scaling perf even above 90% compared to the native AArch64 binaries.

The workloads that do the worst are execution and compute heavy workloads, with the absolute worst scaling in the L1 resident 456.hmmer test, followed by 464.h264ref.

SPECfp2006(C/C++) - Rosetta2 vs Native Score %

In the fp2006 workloads, things are doing relatively well except for 470.lbm which has a tight instruction loop.

SPECint2017(C/C++) - Rosetta2 vs Native Score %

In the int2017 tests, what stands out is the horrible performance of 502.gcc_r which only showcases 49.87% performance of the native workload – probably due to high code complexity and just overall uncommon code patterns.

SPECfp2017(C/C++) - Rosetta2 vs Native Score %

Finally, in fp2017, it looks like we’re again averaging in the 70-80% performance scale, depending on the workload’s code.

Generally, all of these results should be considered outstanding just given the feat that Apple is achieving here in terms of code translation technology. This is not a lacklustre emulator, but a full-fledged compatibility layer that when combined with the outstanding performance of the Apple M1, allows for very real and usable performance of the existing software application repertoire in Apple’s existing macOS ecosystem.

SPEC2017 - Multi-Core Performance Conclusion & First Impressions
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  • shadowii - Tuesday, November 17, 2020 - link

    You're not sure because you must not have read the article. May I suggest decoupling your self-esteem from chip performance from companies that don't personally care about you?
  • PhotinoBird - Tuesday, November 17, 2020 - link

    This is literally Apple's first and lowest end chip. Like, this is the CPU they put in the laptop with no fan. AMD is certainly top of the heap here in a lot of ways, and that's great. But you can't deny that Apple's first kick at the can with their least powerful and least expensive chip is very impressive, delivering extremely high performance at a powerdraw that is simply unheard of right now in laptops.
  • YesYesNo - Tuesday, November 17, 2020 - link

    This is their highest end chip.
  • nico_mach - Tuesday, November 17, 2020 - link

    Well, that's one way of putting it, but it's clearly a first effort for this segment and shot across the bow of Intel. AMD at least has a chance to catch up, and isn't losing a customer over this. Whereas Intel just got blown up. They'll be selling off the splinters soon to maximize shareholder value - they've been quite cynically milking the platform and failing, a breakup is the next logical step.
  • YesYesNo - Tuesday, November 17, 2020 - link

    There is no way to know if this is the best they can do currently or if they are holding something back.

    I see no reason to consider what might come out from Apple, AMD or Intel compared to what is currently out.
  • hugi - Tuesday, November 17, 2020 - link

    Apple is replacing the processors in their entire Mac lineup in the next 24 months. There will not be M1s in the Mac Pro.
  • mdriftmeyer - Friday, November 20, 2020 - link

    That's the plan but first they have several more Intel based products in the works to extend over the next three years. And if rumors were factual it is clear they know they can't replace the Mac Pro 218 core Xeon with any possible equivalent on their part with ARM, hence the Mac Pro Mini whispered about being half the size of the current Mac Pro.

    If they were smart they'd drop Xeon during the transition and go Zen 3.
  • jbelkin - Thursday, November 19, 2020 - link

    They usually announce new products around CES so look for the next batch (iMac, MBP 16"? ... 12-16 Core??) in the next 3 months.
  • Spunjji - Tuesday, November 17, 2020 - link

    For now, yes. It very soon won't be.
  • YesYesNo - Tuesday, November 17, 2020 - link

    And when it isn't i will reconsider.

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