The Cortex-A510: Brand-new Little Design Comes in Pairs

Moving on from the larger cores, this year we also have the pleasure to cover Arm’s newest little core, the new Cortex-A510. The new design if a clean-sheet microarchitecture from Arm’s Cambridge team which the engineers had been working on the past 4 years, and marks a quite different approach when it comes to how the little cores are built into the SoC.

First of all, Arm made explicit note of the design’s continued use of an in-order execution flow, mentioning that in their view that this is still the most power-efficient way to design a core for such workloads. This remains a relatively controversial topic and point of discussion when put into context of Apple’s own out-of-order efficiency cores, a topic I’ll return on later.

Secondly, the Cortex-A510 introduces something called a “merged-core” microarchitecture, there’s some very high-level comparisons and similarities to what AMD had done with CMT in their Bulldozer cores a decade ago, but differs quite significantly in some important aspects in terms of the details and design.

Of course, like the X2 and A710, the A510 is an Armv9 design, and all three cores share the same architectural features with each other, allowing them to be integrated together into the same SoC. It’s to be noted that the A510, much like the X2, is a 64-bit only AArch64 core.

The most interesting aspect of the Cortex-A510 is the new merged-core approach. What Arm is doing here, is creating a new “complex” of up to two core pairs, which share the L2 cache system as well as the FP/NEON/SVE pipelines between them.

At first glance this will sound extremely similar to what AMD had done with Bulldozer and the CMT (Clustered Multithreading) approach, however Arm’s design is much more disaggregated in terms of what the actual cores are sharing. While AMD’s CMT module consisted essentially of a shared front-end between two integer back-ends and a single FP/SIMD back-end, Arm’s “merged cores” are actually full cores with their individual front-ends, mid-core, integer back-ends, and L1 cache hierarchies. The only thing being shared between the “cores” is the actual FP/SIMD back-end, as well as the L2 cache hierarchy.

Furthermore, while in the mobile market we expect vendors to use this new two merged cores per complex approach, it’s actually possible to simply just have a single core per complex. In which case the solo core would essentially have its own dedicated (non-shared) resources, but would be notably less area efficient than the intended merged core approach.

Generally, given the adoption of SVE2 and the relatively larger area footprint that the new execution backend requires, it makes sense to actually share these resources for these tiny new cores. Their typical workloads are also mostly only integer-bound background workloads which put less pressure on such units.

From a higher-level SoC standpoint, nothing really changes when it comes to the core-count, with the details being that we’ll be seeing two pairs or little cores now share a larger L2 cache between each other. This L2 can be configured up to 512KB, but as always, what we’ll actually see in products will very much depend on what vendors will want to implement into their designs. Because the new complex also only takes up a single interface on the DSU, it also opens up the possibility of designs larger than 8 “cores”, something I hope won’t happen, or hopefully only happens through more middle or big cores.

In terms of the front-end of the new A510, we’re seeing a 128-bit fetch pipeline which means it can fetch up to 4 instructions per cycle, giving the front-end a bit of leeway to close branch bubbles. The actual width of the decoder has increased from 2-wide to 3-wide.

In terms of branch prediction, as always Arm doesn’t disclose too many details, however the company did note that it used the same state-of-the-art approaches and techniques it uses on its larger cores. The L1 instruction cache can be either 32 or 64KB.

In terms of the shared vector execution back-end, it’s actually quite interesting here as Arm gives the option of either configuring the complex with smaller 2x64-bit pipelines or with 2x128b pipelines, the latter whose throughput would be 2x that of a Cortex-A55. I’m not too sure what mobile vendors will go with; we always hope for the larger configuration but as always, we’ll have to wait and see what will be employed in the actual products. In both configurations, the vector length is 128b as that’s the requirements for interoperability for the larger core microarchitectures.

Arm states that the shared pipelines are completely transparent to hardware, and that it’s also using fine-grained hardware scheduling. In actual multi-threaded workloads using both cores, the performance impact and deficit is said to only a few percent versus having a pipeline dedicated for each core. This is basically the cornerstone argument for why Arm has decided to use this more area-efficient merged-core approach.

Although it’s an in-order architecture, Arm has still widened the back-end of the Cortex-A510 which now includes 3 ALUs, one complex MAC/DIV unit and a branch forwarding port. The explanation here is simply that there’s more opportunities to execute a wider variety of code blocks in fewer cycles when there’s a fitting sequence of instructions coming in to be executed.

Finally, in the load-store system, the new structure is massively improved in comparison to the Cortex-A55 as we’re seeing a move from a load and store pipeline towards a load and a load/store pipeline, effectively doubling up on the number of loads executed per cycle. The width of the pipelines has also been increased with a doubling from 64b width to 128b width, so essentially load bandwidth compared to the Cortex-A55 is quadrupled.

The A510 also employs the similar very advanced prefetcher designs that we’ve seen in other recent big Arm cores, and adds to the large performance improvements that the core is able to achieve.

In terms of performance metrics, much like on the X2 and A710 presentation slides, the figures for the A510 aren’t very apples-to-apples as we’re comparing a Cortex-A55 with 32KB L1, 128KB L2 and 4MB L3 versus a Cortex-A510 with 32KB L1, 256KB L2 and 8MB L3. Frequency between the two cores is said to be the same. Under that scenario, we’re seeing +35% in SPECint2006 and +50% in SPECfp2006, which are seemingly very solid generational improvements, however given the cache hierarchy discrepancy as well as the fact that we’re comparing scores to a 4+ year old core, the actual improvements, especially from a compound annual growth rate (CAGR), doesn’t seem to be all that impressive.

Looking at the projected performance and power curves on an ISO-process comparison, the new A510 seems rather lackluster from an efficiency standpoint. The ISO-power and ISO-performance gains are respectively +10% performance and -20% power, but the latter is really only valid for the high-end of the A55’s frequency curve, all the while the A510 pretty much overlaps the A55’s curve at lower operating points. While the A510 offers overall better performance, this seems to mostly be a product of extending the efficiency curve to higher power levels, and I was frankly disappointed to see this.

We’ll have to wait for the new generation SoCs to actually hit the market for us to test the new A510 cores, but if indeed they come with larger power consumption operating points to achieve higher performance, then Arm won't be much nearer in catching up to what Apple has been doing with their efficiency cores. As of the latest generation of SoCs, Apple’s efficiency cores were around 4x faster than any Cortex-A55 based SoC. Which, running at roughly the same system active power, also made them 3-4x more efficient in the traditional benchmarks. As presented, a theoretical A510 SoC won't be able to close that efficiency gap at all.

Arm is still adamant that for the kind of general use-cases in which the little cores are used in mobile phones – such as very light UI workloads – that their little core approach is still the most power-efficient way to achieve the best “DoU” or days of use figures. This is based in part on their internal projections as well as their partners', all of which indicate that the the triple issue in-order design they've developed is the most efficient option.

As the team explains it, it’s actually extremely hard to reproduce these more real-world workloads in any more structured benchmark (such as the typical test suites we tend to employ), but admitted there’s no real alternative that one could use to isolate performance and efficiency in such tasks. Generally, my counter-argument here is that iPhones still have outstanding battery life, so I’m still extremely skeptical on the whole lower-performance in-order core approach versus a more efficiency focused OOO core as demonstrated by Apple. Especially since we don’t really have an independent way to really test Arm’s claims, and the only data points we do have paint a very different picture.

Arm does note that this generation also had a lot of work done in regards to architectural features, and that the A510 is merely a starting point in a series of generations that are planned to be updated in a more regular fashion versus the large 4–5-year gap we’ve seen with the Cortex-A55 (just to be explicit, Arm doesn’t promise yearly updates, but we’ll be seeing successors in a much faster timeline). Those successors will see continued improvements in performance and power efficiency.

For this upcoming generation, the one benefit of the new little cores will come in more mixed-load workloads. Due to the DVFS nature of the various cores in an SoC, most core groups of a given core type share the same voltage rail and operate at the same frequencies. If there’s a primary thread workload that is resident on the middle cores at higher (less efficient) frequency operating points, any further medium-performance demand secondary threads that in the past couldn’t be serviced by A55 cores would have had to be migrated over to that much less efficient operating point on another middle core. On the A510 with its higher peak performance points, the workload would now be still be resident on the newer little cores, greatly increasing execution efficiency than if they were to be scheduled on the middle cores.

Overall, I’m still feeling a bit underwhelmed by the new A510 core, particularly given the 4 years it took to design it. Let’s hope that the upcoming mobile SoCs will have more apparent efficiency to them when we're testing them in 2022 devices.

The Cortex-A710: More Performance with More Efficiency New DSU-110 L3 & Cluster: Massively More Bandwidth
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  • jeremyshaw - Tuesday, May 25, 2021 - link

    Something I'm not quite catching with the DSU, does it allow for different configurations that we've already seen? Something like the 8xA78C we saw announced a while back?
  • jeremyshaw - Tuesday, May 25, 2021 - link

    *than, sorry
  • SarahKerrigan - Tuesday, May 25, 2021 - link

    They show 8x X2 configs, so I'd be shocked if 8xA710 was not also on the menu.
  • igor velky - Tuesday, May 25, 2021 - link

    first two slides on page 5 will give you answer,

    both slides show cpu cores inside one cpu cluster
    first slide shows different cores,
    second shows only one type of core in cpu cluster

    on page 6 because of bad formatting there are two slides looking like one picture

    so second slide, bottom half of first picture
    shows you that you can put max 8 cpu clusters to one chip.

    so you can have
    max 8 cpu cores per cpu cluster
    8 cpu clusters per one chip.

    you choose cores, you choose how many cores, you choose which type of cores, you choose how many memory channels, you choose how many and what type of additional accelerators you put inside chip...

    because youre apple, samsung, qualcomm...
    and you choose this things and let someone to "etch it" into silicon.
    and you then sell it.
  • melgross - Tuesday, May 25, 2021 - link

    Well, Apple doesn’t “choose” cores, they design them from scratch.
  • Linustechtips12#6900xt - Wednesday, May 26, 2021 - link

    ehhh, they get the IP for cores like the x1 or a76 then they tweak them either a lot or a little and create their current "firestorm/Icestorm" cores
  • michael2k - Wednesday, May 26, 2021 - link

    Sure, they tweak them a lot, just like I tweaked your post a lot to make my own. The A13 released in 2019 was an 8 wide CPU; in comparison the state of the art A76 at the time was only a 4 wide CPU. That’s a pretty big deal.

    The X1 has an 8 wide dispatch, meaning it can issue 8 Mops per cycle but only decode 5 instructions per cycle. This is 2 years after Apple released the A13 which was 8 wide dispatch and decode. If you look at Anandtech’s A14 article you see that Apple has made the Icestorm cores roughly equivalent to an A76 since it is a 3 wide out of order design.

    You can read more here:
  • mattbe - Wednesday, May 26, 2021 - link

    This is complete BS. They license the ISA from ARM. They DO NOT USE OR TWEAK cores like the X1 and A76 to create their firestorm/ice storm cores. These are information that can easily be verified so it's pretty ignorant for you to make those claims.
  • FunBunny2 - Wednesday, May 26, 2021 - link

    " They DO NOT USE OR TWEAK cores"

    near as I can tell, most 'innovation' in cpu design/engineering has been, for years, throwing ever expanding transistor budgets (can we expect that to continue?) at register width, path width, buffer/cache width and number, pulling off-chip function on-chip. and the like. if Apple should ever publish the full spec of one of these chips, will we see that they've done anything more 'innovative' than Bigger, Wider, More?

    all of the 'innovation' cited by michael2k fits that bill.
  • mode_13h - Thursday, May 27, 2021 - link

    > if Apple should ever publish the full spec of one of these chips,
    > will we see that they've done anything more 'innovative' than Bigger, Wider, More?

    You don't get perf/W numbers like Apple's by simply doing "bigger, wider, more".

    There's information out there about some of their tricks, if you're willing to look for it. But I understand that it takes work and why do that, when you're perfectly content in your belief that there's nothing new under the sun?

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