Performance & Power Projections: Best of Both Worlds

We quickly looked at some projected figures at the start of the article, but now that we've had a chance to dig through the new CPUs, let's more precisely define the expected performance, power and area gains that the new Cortex-A78 and X1 cores are supposed to achieve.

Starting off with the Cortex-A78, the first comparison figures here are meant to represent the generational improvements the A78 would achieve in a target 2021 system on a TSMC N5 node. So the figures here contain both the microarchitectural gains as well as the expected process node improvements.

In terms of performance, at an ISO-power target of 1W for a core, Arm says that an A78 implementation would bring with it a 20% increase in performance, which is a healthy upgrade. A 2.6GHz A77 here on N7 here grossly matches the MediaTek Dimensity 1000(+), and the 1W power figure also roughly matches the power I’ve measured on that SoC.

Meanwhile at an ISO-performance comparison, the A78 would be able to halve the power and energy consumption compared to a 2.3GHz A77 on N7. This comparison is likely aimed at various mid-core implementations out there in the market, it is a bit of an arbitrary comparison but Arm also showcases some better figures we’ll go over in just a bit.

When actually looking at an ISO-process node comparison with a similar core configuration (essentially what Arm expects to be most commonly implemented), we’re seeing the A78 improve performance by roughly 7% over a Cortex-A77, all while reducing power by 4% and reducing area by 4%. It’s again important to note that while these figures sound maybe a little timid, Arm’s projected figures here do showcase an A78 with a lower-bounds configuration such as only 32KB L1D and L1I caches. I think the best way to interpret these numbers is to assume that this would be an implementation vendors would use to implement as their middle performance cores, leaving the higher perf targets for the X1.

Interestingly, Arm here for the first time ever published a whole performance/power curve of a microarchitecture, comparing the A77 to the A78. We see the higher cost at higher operating frequencies and the quadratic increase in power with increased voltage that is required to reach those higher frequencies (P = f * V²).

At the same peak performance point the A77 was able to achieve, the new A78 would use up 36% less power. At a more intermediate performance level (I think they might be using the process’ nominal voltage point here), this power reduction would be 30%. Finally, at the same power level, the A78 can increase performance by 7%.

Moving onto the Cortex-X1, the generational performance improvements here are a lot more impressive, and we’re seeing an increase of +30% in terms of peak performance at the same frequencies versus the A77. This comparison would actually be a maximally configured X1 versus a maximally configured A77. It's to be noted that we never saw a 3GHz A77 by vendors, meaning the real-world performance boost would actually be even bigger than this (I’m actually expecting vendors to finally hit that 3GHz target this time around, on 5nm, fingers crossed).

The 30% IPC improvements versus the A77 cover both integer and floating-point suites of SPEC2006, which is extremely impressive. Arm also showcased Stream bandwidth improvements as well as Octane performance boosts, although I don’t find these to be quite as relevant, although they do serve as pointers of what to expect of the microarchitectures in such workloads.

Arm was relatively vague on the power and area efficiency of the X1, quoting that they aren’t quite as public with these figures for these “custom” parts as they are with public roadmap designs such as the Cortex-A78, but I was able to figure out a few rough metrics. In terms of area, on a similar process, we should expect an X1 cores to be roughly 1.5x the size of an A78 – including the difference between maximized L1 and L2 caches. Power should also be roughly in that ballpark figure.

If vendors are able to actually do a good implementation and there aren't any bad surprises with the upcoming 5nm processes, we should be seeing something similar to these projections:

Again, as a big note – these figures are largely my own projections based on the various data-points that Arm has presented. This can end up differently in actual products, but in the past our predictions of the A76 and A77 ended up extremely close to the actual silicon, if not even pessimistically worse than what the real figures ended up at.

This generation, I do expect vendors to actually hit the 3GHz target for the Cortex-X1, as I have heard this being one of the goals the vendors are aiming to achieve for next year’s SoCs. I’m not too sure how many vendors will be doing for this for the Cortex-A78, which will more likely end up at lower clock speeds and implemented with a greater focus on power efficiency and area.

The Cortex-A78 would generally end up with the same power usage as current generation A77 products such as the Snapdragon 865 – with the vendors possibly using the process gains to get the last hundred MHz required to reach the 3GHz mark. The performance projection here is largely based on Arm’s +7% performance boost as well as a small clock boost. It would be a respectable upgrade, but nothing too earth-shattering in terms of generational updates.

The performance bump of an X1 system would be extremely competitive here, essentially being 37% faster than a Snapdragon 865 SoC today. That’s a huge generational bump and would put Arm very much in distance of Apple’s A13 cores, although in reality its competition would be the upcoming A14.

What’s really shocking here is how close Arm would be getting to Intel and AMD’s current best desktop systems in terms of performance. If both incumbent x86 vendors weren’t already worried about Arm’s yearly rate of improvement over the last few generations, they should outright panic at these figures if they actually materialize – and I do expect them to materialize.

The Cortex-X1 here is projected to use 1.5x the power of an A78. This might end up slightly lower but I’m being overly cautious here and prefer to be on the more pessimistic side. Here’s the real kicker though: the X1 could very well use up to 2x the power of a Cortex-A77/A78 and it would still be able to compete with Apple’s cores in terms of energy efficiency – the core’s increased performance largely makes up for its increased power draw, meaning its energy efficiency at the projected power would roughly only be 23% worse than an A78, and only 11-14% worse than say a current generation Snapdragon 865. Arm has such a big leeway in power efficiency at the moment that I just don’t see any scenario where the X1 would end up disappointing.

For years we’ve wanted Arm to finally go for no-compromise performance, and the Cortex-X1 is seemingly exactly that. That’s really exciting.

The Cortex-X1 Micro-architecture: Bigger, Fatter, More Performance Implementations Choices, Customers, And First Impressions
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  • Andrei Frumusanu - Wednesday, June 3, 2020 - link

    > The choice to switch to LLVM was stupid at the time, but even more so today since GCC has since moved further ahead of LLVM...

    GCC's problem is its license. Apple nor Google would be able to integrate it into the IDE like Xcode/Android Studio. In the grand scheme of things, going LLVM is a much better choice, even if it's slower than GCC.
  • ksec - Tuesday, May 26, 2020 - link

    The 40-45% figure assumes X-1 could run at 3Ghz within its TDP budget.

    And even with that in mind the figures Anandtech put up shows it is still behind A13.

    Not bad for the rest of the ARM ecosystem. But still not quite there yet.
  • MarcGP - Tuesday, May 26, 2020 - link

    Behind the A13 ?, you missed the estimation chart where it shows the X1 reaching the A13 performance (a bit lower in integer performance and a bit higher in floating poing performance) at a much lower power consumption.
  • ksec - Wednesday, May 27, 2020 - link

    Behind in IPC. The chart put the X1 with an 5nm node with 15% clock speed increase against a 7nm Node A13 with non sustainable 2.63 Ghz Clock.

    Also worth noting this is 7nm+ not 7nm EUV from TSMC. So if you put the node aside those number would likely still put it under A13.
  • dotjaz - Tuesday, May 26, 2020 - link

    You understand INCORRECTLY. 30% is for the same frequency and 20% is the same power. you DID read it wrong.
  • dotjaz - Tuesday, May 26, 2020 - link

    With the same baseline, A77@2.6GHz, then A78@3GHz is +20%, X1@3GHz is +50%
  • ZolaIII - Wednesday, May 27, 2020 - link

    Nope you are wrong. First off all given constant power delta for something which goes into phone the A78 will be a rather significant improvement over A77 with same performance at half the power budget. A77 already had a lead over Apple big core's regarding the performance/W metric & and this means more than brute force approach. Yes Apple big core's are supperio but on something that has power budget of a laptop. On the other hand X1 is a direct take on those apple core's & it should be up to 2x faster than A78 in tasks which are optimised and utilities FP SIMDs basically SMP tasks. This is more relevant to server tasks and not so much for mobile space, still I would like to see more advanced SIMD blocks and their inclusion on smaller core's with SMT as SIMDs are hard to feed optimally and front end expansion there for is a must but it can be done in a more elegant manner like for instance MIPS did with VMT. ARM desperately needs power efficient basic OoO core a successor of A73 if you like with DynamiQ integration as an A55 replacement. Their is a A65AE but we didn't seen any implementation of it in any space so far.
  • Santoval - Friday, May 29, 2020 - link

    It is not even an apples for apples comparison, since A78 has +20% *sustained* performance over A77, while X1 has +30% *peak* performance. Therefore the sustained performance lead of X1 over A77 might be in the +25% ballpark. Is a mere extra 5 - 10% performance over A78 really worth a 30% larger die area and quite higher TDP? Unless Arm can increase the performance lead of X1 over A78 at least another 20% I don't see the former being an attractive (or even a sane) licence and purchasing option.
  • ChrisGX - Monday, July 6, 2020 - link

    The X1 exhibits 22% performance advantage over the A78 when process and frequency are controlled factors. So, yes, X1 performance is 1.22xA78. The performance improvement of the A78 over the A77 however includes a process node and frequency change, 20% all up. So, the performance of the X1 is: (A77 * 1.2) * 1.22 or 1.46xA77.
  • ChrisGX - Monday, July 6, 2020 - link

    Please note Andrei seems to have made assumptions something like this in his calculations with A77 SPECspeed/performance at 2.6GHz being something in the order of 32 (which seems reasonable).

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