SPEC2006 Perf: Desktop Levels, New Mobile Power Heights

Given that the we didn’t see too many major changes in the microarchitecture of the large Lighting CPU cores, we wouldn’t expect a particularly large performance increase over the A12. However, the 6% clock increase alongside with a few percent improvement in IPC – thanks to improvements in the memory subsystems and core front-end – could, should, and does end up delivering around a 20% performance boost, which is consistent with what Apple is advertising.

I’m still falling back to SPEC2006 for the time being as I hadn’t had time to port and test 2017 for mobile devices yet – it’s something that’s in the pipeline for the near future.

In SPECint2006, the improvements in performance are relatively evenly distributed. On average we’re seeing a 17% increase in performance. The biggest gains were had in 471.omnetpp which is latency bound, and 403.gcc which puts more pressure onto the caches; these tests saw respective increases of 25 and 24%, which is quite significant.

The 456.hmmer score increases are the lowest at 9%. That workload is highly execution backend-bound, and, given that the Lightning cores didn’t see much changes in that regard, we’re mostly seeing minor IPC increases here along with the 6% increase in clock.

While the performance figures are quite straightforward and not revealing anything surprising, the power and efficiency figures on the other hand are extremely unexpected. In virtually all of the SPECint2006 tests, Apple has gone and increased the peak power draw of the A13 SoC; and so in many cases we’re almost 1W above the A12. Here at peak performance it seems the power increase was greater than the performance increase, and that’s why in almost all workloads the A13 ends up as less efficient than the A12.

In the SPECfp2006 workloads, we’re seeing a similar story. The performance increases by the A13 are respectable and average at 19% for the suite, with individual increases between 14 and 25%.

The total power use is quite alarming here, as we’re exceeding 5W for many workloads. In 470.lbm the chip went even higher, averaging 6.27W. If I had not been actively cooling the phone and purposefully attempting it not to throttle, it would be impossible for the chip to maintain this performance for prolonged periods.

Here we saw a few workloads that were more kind in terms of efficiency, so while power consumption is still notably increased, it’s more linear with performance. However in others, we’re still seeing an efficiency regression.

Above is a more detailed historical overview of performance across the SPEC workloads and our past tested SoCs. We’ve now included the latest high-end desktop CPUs as well to give context as to where the mobile is at in terms of absolute performance.

Overall, in terms of performance, the A13 and the Lightning cores are extremely fast. In the mobile space, there’s really no competition as the A13 posts almost double the performance of the next best non-Apple SoC. The difference is a little bit less in the floating-point suite, but again we’re not expecting any proper competition for at least another 2-3 years, and Apple isn’t standing still either.

Last year I’ve noted that the A12 was margins off the best desktop CPU cores. This year, the A13 has essentially matched best that AMD and Intel have to offer – in SPECint2006 at least. In SPECfp2006 the A13 is still roughly 15% behind.

In terms of power and efficiency, the A13 seemingly wasn’t a very successful iteration for Apple, at least when it comes to the efficiency at the chip’s peak performance state. The higher power draw should mean that the SoC and phone will be more prone to throttling and sensitive to temperatures.


This is the A12, not A13

One possible explanation for the quite shocking power figures is that for the A13, Apple is riding the far end of the frequency/voltage curve at the peak frequencies of the new Lightning cores. In the above graph we have an estimated power curve for last year’s A12 – here we can see that Apple is very conservative with voltage up until to the last few hundred MHz. It’s possible that for the A13 Apple was even more aggressive in the later frequency states.

The good news about such a hypothesis is that the A13, on average and in daily workloads, should be operating at significantly more efficient operating points. Apple’s marketing materials describe the A13 as being 20% faster along with also stating that it uses 30% less power than the A12, which unfortunately is phrased in a deceiving (or at least unclear) manner. While we suspect that a lot of people will interpret it to mean that A13 is 20% faster while simultaneously using 30% less power, it’s actually either one or the other. In effect what this means is that at the performance point equivalent to the peak performance of the A12, the A13 would use 30% less power. Given the steepness of Apple’s power curves, I can easily imagine this to be accurate.

Nevertheless, I do question why Apple decided to be so aggressive in terms of power this generation. The N7P process node used in this generation didn’t bring any major improvements, so it’s possible they were in a tough spot of deciding between increasing power or making due with more meager performance increases. Whatever the reason, in the end it doesn’t cause any practical issues for the iPhone 11’s as the chip’s thermal management is top notch.

The A13's Memory Subsystem: Faster L2, More SLC BW System & ML Performance
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  • FunBunny2 - Thursday, October 17, 2019 - link

    "I wonder which workloads can it possibly affect."

    lots and lots of software fake floating point arithmetic by scaling integer arithmetic. way faster, even counting the need to shift the decimal point.
  • MrCommunistGen - Wednesday, October 16, 2019 - link

    Bravo Andrei and team! Technical acumen in the article top notch as usual.
    I'm quite happy with the improvements to writing/editing that have happened over the past year(s?). In this piece the writing was clear to understand almost entirely throughout. In the past, although I was always able to discern the meaning and intent of the content it was sometimes a struggle.

    As for the iPhones themselves: Apple's technical silicon expertise does not cease to amaze me. Their absolute performance as well as efficiency are incredible. I'm not sure that this level of excellence is possible on the Android side of things. Since Apple is vertically integrated they're not nearly as constrained on die size as companies who are consumers of ARM's chip designs. Also, they've clearly made an enormous investment in their SoC team, not just financially, but in expertise as well as effective inter/intra team collaboration.

    It is somewhat deflating to see that in many metrics the Snapdragon 855 is only on par with the A10 SoC from the iPhone 7. As someone likely looking for a 2020 Android device, I have more than a little silicon envy -- and the reasonable (in today's market at least) price of the base iPhone 11 makes it quite compelling compared to Android flagships.
  • jrs77 - Wednesday, October 16, 2019 - link

    Now make it as small as an iPhone SE and you might have another customer. I'm not buying a phone that I can't even carry in my trousers pockets.
  • yetanotherhuman - Wednesday, October 16, 2019 - link

    The 3 camera layout is more than ugly, though, it's actually revolting. As in, it invokes disgust.
  • Xyler94 - Thursday, October 17, 2019 - link

    It's a good thing you view the phone from the front about 95% of the time, huh? :)
  • anonomouse - Wednesday, October 16, 2019 - link

    Andrei, is the power/voltage curve for the A12 charting power on the CPU rail only, or for the whole system? Since the voltage is presumably just the CPU power rail.
  • Andrei Frumusanu - Wednesday, October 16, 2019 - link

    Total system active power, only the top point is measured, the rest is inferred/approximated. It's not exact but it's not meant to be, the point was to show that the CPU gets a lot more efficient at slightly lower clocks.
  • anonomouse - Wednesday, October 16, 2019 - link

    Presumably a lot of that total system power is coming from DRAM/SoC though, so that part wouldn't scale the same way/at all with CPU voltage. Not trying to debate the point that the CPU will absolutely be more efficient below that, but the steepness of the system power curve would be probably be less steep.
  • anonomouse - Thursday, October 17, 2019 - link

    Also, did you ever get a chance to measure how large the power efficiency improvements the Exynos 9825 on 7LPP had (CPU/GPU) as compared to the 9820?
  • Andrei Frumusanu - Thursday, October 17, 2019 - link

    I still don't have an 9825. Generally the consensus seems to be 15%.

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