GPU Architecture

Dating back to the original iPhone, Apple has relied on GPU IP from Imagination Technologies. In recent years, the iPhone and iPad lines have pushed the limits of Img’s technology - integrating larger and higher performing GPUs than all other Img partners. Apple definitely attempted to obfuscate its underlying GPU architecture this time around for some reason.

Dating back to a year ago I got a lot of tips saying that Apple would be integrating Imagination Technologies’ PowerVR Series 6 GPU this generation, but I needed more proof.

The first indication that this isn’t simply a Series 5XT part is the listed support for OpenGL ES 3.0. The only GPUs presently shipping with ES 3.0 support are Qualcomm’s Adreno 3xx (which is only integrated into Qualcomm silicon), ARM’s Mali-T6xx series and PowerVR Series 6. NVIDIA’s Tegra 4 GPU doesn’t support ES 3.0, and it’s too early for Logan/mobile Kepler. With Qualcomm out of the running that leaves Mali and PowerVR Series 6.

“All GPUs used in iOS devices use tile-based deferred rendering (TBDR).”

Apple’s developer documentation lists all of its SoCs as supporting Tile Based Deferred Rendering (TBDR). If you ask Imagination, they will tell you that they are the only ones with a true TBDR implementation. However if you look at ARM’s Mali-T6xx documentation, ARM also claims its GPU is a TBDR.

The real hint comes with anti-aliasing support:

The last line in the screenshot above, MAX_SAMPLES = 8. That’s a reference to 8 sample MSAA, a mode that isn’t supported by ARM’s Mali-T6xx hardware - only PowerVR Series 6 (Mali-T6xx supports 4x and 16x AA modes).

There are some other hints here that Apple is talking about PowerVR Series 6 when it references the A7’s GPU:

“The A7 GPU processes all floating-point calculations using a scalar processor, even when those values are declared in a vector. Proper use of write masks and careful definitions of your calculations can improve the performance of your shaders. For more information, see “Perform Vector Calculations Lazily” in OpenGL ES Programming Guide for iOS.

Medium- and low-precision floating-point shader values are computed identically, as 16-bit floating point values. This is a change from the PowerVR SGX hardware, which used 10-bit fixed-point format for low-precision values. If your shaders use low-precision floating point variables and you also support the PowerVR SGX hardware, you must test your shaders on both GPUs.”

As you’ll see below, both of the highlighted statements apply directly to PowerVR Series 6. With Series 6 Imagination moved to a scalar architecture, and in ImgTec’s developer documentation it confirms that the lowest precision mode supported is FP16.

All of this leads me to confirm what I heard would be the case a while ago: Apple’s A7 is the first shipping mobile silicon to integrate ImgTec’s PowerVR Series 6 GPU.

Now let’s talk about hardware.

The A7’s GPU Configuration: PowerVR G6430

Previously known by the codename Rogue, series 6 has been announced in the following configurations:

PowerVR Series 6 "Rogue"
GPU # of Clusters # of FP32 Ops per Cluster Total FP32 Ops Optimization
G6100 1 64 64 Area
G6200 2 64 128 Area
G6230 2 64 128 Performance
G6400 4 64 256 Area
G6430 4 64 256 Performance
G6630 6 64 384 Performance

Based on the delivered performance, as well as some other products coming down the pipeline I believe Apple’s A7 features a variant of the PowerVR G6430 - a 4 cluster Rogue design optimized for performance (vs. area).

Rogue is a significant departure from the Series 5XT architectures that were used in the iPhone 5, iPad mini and iPad 4. The biggest change? A switch to a fully scalar architecture, similar to the present day AMD and NVIDIA GPUs.

Whereas with 5XT designs we talked about multiple cores, the default replication unit in Rogue is a “cluster”. Each core in 5XT replicated all hardware, while each cluster in Rogue only replicates the shader ALUs and texture hardware. Rogue is still a unified architecture, but the front end no longer scales 1:1 with shading hardware. In many ways this approach is a lot more sensible, as it is typically how you build larger GPUs.

In 5XT, each core featured a number of USSE2 pipelines. Each pipeline was capable of a Vec4 multiply+add plus one additional FP operation that could be dual-issued under the right circumstances. Img never detailed the latter so I always counted flops by looking at the number of Vec4 MADs. If you count each MAD as two FP operations, that’s 8 FLOPS per USSE2 pipe. Each USSE2 was a SIMD, so that’s one instruction across all 4 slots and not some combination of instructions. If you had 3 MADs and something else, the USSE2 pipe would act as a Vec3 unit instead. The same goes for 1 or 2 MADs.

With Rogue the USSE2 pipe is gone and replaced by a Unified Shading Cluster (USC). Each USC is a 16-wide scalar SIMD, with each slot capable of up to 4 FP32 ops per clock. Doing the math, a single USC implementation can do a total of 64 FP32 ops per clock - the equivalent of a PowerVR SGX 543MP2. Efficiency obviously goes up with a scalar design, so realizable performance will likely be higher on Rogue than 5XT.

The A7 is a four cluster design, so that four USCs or a total of 256 FP32 ops per clock. At 200MHz that would give the A7 twice the peak theoretical performance of the GPU in the iPhone 5. And from what I’ve heard, the G6430 is clocked much higher than that.

There’s more graphics horsepower under the hood of the iPhone 5s than there is in the iPad 4. While I don’t doubt the iPad 5 will once again widen that gap, keep in mind that the iPhone 5s has less than 1/4 the number of pixels as the iPad 4. If I were a betting man, I’d say that the A7 was designed not only to drive the 5s’ 1136 x 640 display, but also a higher res panel in another device. Perhaps an iPad mini with Retina Display? There’s no solving the memory bandwidth requirements, but the A7 surely has enough compute power to get there. There's also the fact that Apple has prior history of delivering an SoC that wasn’t perfect for the display (e.g. iPad 3).

GPU Performance

As I mentioned earlier, the iPhone 5s is the first Apple device (and consumer device in the world) to ship with a PowerVR Series 6 GPU. The G6430 inside the A7 is a 4 cluster configuration, with each cluster featuring a 16-wide array of SIMD pipelines. Whereas the 5XT generation of hardware used a 4-wide vector architecture (1 pixel per clock, all 4 color components per SIMD), Series 6 moves to a scalar design (think 16 pixels per clock, one color per clock). Each pipeline is capable of two FP32 MADs per clock, for a total of 64 FP32 operations per clock, per cluster. With the A7's 4 cluster GPU, that works out to be the same throughput per clock as the 4th generation iPad.

Imagination claims its new scalar architecture is not only more computationally dense, but also far more efficient. With the transition to scalar GPU architectures in the PC space we generally saw efficiency go up, so I'm inclined to believe Imagination's claims here.

Apple claims up to a 2x increase in GPU performance compared to the iPhone 5, but just looking at the raw numbers in the table above there's far more shading power under the hood of the A7 than only "2x" the A6.

Mobile SoC GPU Comparison
  PowerVR SGX 543 PowerVR SGX 543MP2 PowerVR SGX 543MP3 PowerVR SGX 543MP4 PowerVR SGX 554 PowerVR SGX 554MP2 PowerVR SGX 554MP4 PowerVR G6430
Used In - iPad 2/iPhone 4S iPhone 5 iPad 3 - - iPad 4 iPhone 5s
SIMD Name USSE2 USSE2 USSE2 USSE2 USSE2 USSE2 USSE2 USC
# of SIMDs 4 8 12 16 8 16 32 4
MADs per SIMD 4 4 4 4 4 4 4 32
Total MADs 16 32 48 64 32 64 128 128
GFLOPS @ 300MHz 9.6 GFLOPS 19.2 GFLOPS 28.8 GFLOPS 38.4 GFLOPS 19.2 GFLOPS 38.4 GFLOPS 76.8 GFLOPS 76.8 GFLOPS

GFXBench 2.7

As always, we'll start with GFXBench (formerly GLBenchmark) 2.7 to get a feel for the theoretical performance of the new GPU. GFXBench 2.7 tends to be more computationally bound than most games as it is frequently used by silicon vendors to stress hardware, not by game developers as an actual performance target. Keep that in mind as we get to some of the actual game simulation results.

GLBenchmark 2.7 - Fill Test (Offscreen 1080p)

Twice the fill rate of the iPhone 5, and clearly higher than anything else we've tested. Rogue is off to a good start.

GLBenchmark 2.7 - Triangle Throughput (Offscreen 1080p)

What's this? A performance regression? Remember what I said earlier in the description of Rogue. Whereas 5XT replicated nearly the entire GPU for "multi-core" versions, multi-cluster versions of Rogue only replicate at the shader array. The result? We don't see the same sort of peak triangle setup scaling we did back on multi-core 5XT parts. I don't suppose this will be a big issue in actual games (and likely a better balance between triangle setup/rasterization and shading hardware), but it's worth pointing out.

GLBenchmark 2.7 - Triangle Throughput, Fragment Lit (Offscreen 1080p)

This is the worst case regression we've seen from 5XT to Rogue. Its clear that per chip triangle rates are much higher on Rogue, but with a many core implementation of 5XT there's just no competing. I suspect this change is part of how Img was able to increase the overall density of Rogue vs. 5XT. Now the question is whether or not this regression will actually appear in games? To find out we turn to the two game simulation tests in GFXBench 2.7, starting with the most stressful one: T-Rex HD.

As always, the onscreen tests run at a device's native resolution with v-sync enabled, while the offscreen results happen at 1080p and v-sync disabled.

GLBenchmark 2.7 - T-Rex HD

As expected, the G6430 in the iPhone 5s is more than twice the speed of the part in the iPhone 5. It is also the first device we've tested capable of breaking the 30 fps barrier in T-Rex HD at its native resolution. Given just how ridiculously intense this test is, I think it's safe to say that the iPhone 5s will probably have the longest shelf life from a gaming perspective of any previous iPhone.

GLBenchmark 2.7 - T-Rex HD (Offscreen 1080p)

The offscreen test helps put the G6430's performance in perspective. Here we show the 5s barely falling behind Qualcomm's Adreno 330 (Snapdragon 800). There are obvious thermal differences between the two platforms, but if we look at the G2's performance (another S800/A330 part) we get a better indication of an apples to apples comparison. Looking at the leaked Nexus 5 (also S800/A330) T-Rex HD scores confirms what we're seeing above. In a phone, it looks like the G6430 is a bit quicker than Qualcomm's Adreno 330.

The Egypt HD tests are much lighter and a lot closer to the workload of a lot of games on the store today, although admittedly it is getting a little light.

GLBenchmark 2.7 - Egypt HD

Onscreen we're at Vsync already, something the iPhone 5 wasn't capable of doing. The 5s should have no issues running most games at 30 fps.

GLBenchmark 2.7 - Egypt HD (Offscreen 1080p)

Offscreen, even at 1080p, performance doesn't really change. Qualcomm's Adreno 330 is definitely faster, at least in the MDP/T. In the G2, its performance lags behind the G6430. I really want to measure power on these things.

3DMark

3DMark finally released an iOS version of its benchmark, enabling us to run the 5s through on yet another test. As we've discovered in the past, 3DMark is far more of a CPU test than GFXBench. While CPU load will range from 6 - 25% during GFXBench, we'll see usage greater than 50% on 3DMark - even during the graphics tests. 3DMark is also heavily threaded, with its physics test taking advantage of quad-core CPUs.

With the iOS release of the benchmark comes a new offscreen rendering mode called Unlimited. The benchmark is the same but it renders offscreen at 720p with the display only being updated once every 100 frames to somewhat get around vsync. Because of the new test we don't have a ton of comparison data, so I've included whatever we've got at this point.

3DMark Unlimited - Ice Storm

3DMark ends up being more of a CPU and memory bandwidth test rather than a raw shader performance test like GFXBench and Basemark X. The 5s falls behind the Snapdragon 800/Adreno 330 based G2 in overall performance. To find out how much of that is GPU performance and how much is a lack of four cores, let's look at the subtests.

3DMark Unlimited - Graphics

The graphics test is more GPU bound than CPU bound, and here we see the G6430 based iPhone 5s pull ahead. Note how well the Moto X does because of its very high clocked CPU cores rather than its GPU. Although this is a graphics test, it's still well influenced by CPU performance.

3DMark Unlimited - Graphics Test 1

3DMark Unlimited - Graphics Test 2

3DMark Unlimited - Physics

The physics test hits all four cores in a quad-core chip and explains the G2 pulling ahead in overall performance. Note that I saw no improvement in this largely CPU bound test, leading me to believe that we've hit some sort of a bug with 3DMark and the new Cyclone core. 

3DMark Unlimited - Physics Test

Basemark X

Basemark X is a new addition to our mobile GPU benchmark suite. There are no low level tests here, just some game simulation tests run at both onscreen (device resolution) and offscreen (1080p, no vsync) settings. The scene complexity is far closer to GLBenchmark 2.7 than the new 3DMark Ice Storm benchmark, so frame rates are pretty low.

Unfortunately I ran into a bug with Basemark X under iOS 7 on the iPhone 5/5c/5s that prevented the off screen test from completing, leaving me only with on-screen results at native resolution.

Basemark X - On Screen

Once again we're seeing greater than 2x scaling comparing the iPhone 5s to the 5.

iPhone Generational Performance & iPhone 5s vs. Bay Trail M7 Motion Coprocessor & Touch ID
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  • akdj - Friday, September 27, 2013 - link

    I completely agree---that said, we're really only 5 years 'in'. The original iPhone in '07, a true Android follow up in late '07/early '08---those were crap. Not really necessary to 'bench' them. We all kinda knew the performance we could expect, same for the next generation or two. In the past three years---Moore's law has swung in to high gear, these are now---literally---replacement computers (along with tablets) for the majority of the population. They're not using their home desktop anymore for email, Facebook, surfing and recipes. Even gaming---unless their @ 'work' and in front of their 'work Dell' from 2006, they're on their smartphones...for literally everything! In these past three years---and it seems Anand, Brian and crew are quite 'up front' about the lack of mobile testing applications and software----we're in it's infancy. 36 real months in with software, hardware and OS'es worth 'testing, benchmarking, and measuring' their performance. Just my opinion....and I suppose we're saying the same thing.
    That said---even Google's new Octane test was and is being used lately---GeekBench has revised their software, it's coming is my point. But just looking at those differences in the generations of iPhones makes it blatantly obvious how far we've come in 4/5 short years. In 2008 and 9---these were still phones with easier ways to text and access the internet, some cool apps and ways to take, manipulate and share pics and videos. Today----they do literally everything an actual computer does and I'd bet---in a lot of cases, these phones are as or more powerful, faster and more acessible than those ancient beige boxes from the mid 2000s a lot of folks have in their home office;)
    Reply
  • Duck <(' ) - Thursday, October 03, 2013 - link

    they are posting false benchmark scores. Same phones score different in youtube vids.
    iPhone 5 browsermark 2 score is around 2300
    check here https://www.youtube.com/watch?v=iATFnXociC4
    sgs4 scores 2745 here https://www.youtube.com/watch?v=PdNE4NoFq8U
    Reply
  • ddriver - Wednesday, September 18, 2013 - link

    Actually, there are quite a lot of discrepancies in this review.

    For starters, the "CPU performance" page only contains JS benchmarks and not a single native application. And iOS and Android use entirely different JS engines, so this is literally a case of comparing apples to oranges.

    Native benchmarks don't compare the new apple chip to "old 32 bit v7 chips" - it only compares the new apple chip to the old ones, and also compares the new chip in 32bit and 64 bit mode. Oddly enough, the geekbench at engadget shows tegra 4 actually being faster.

    Then, there is the inclusion of hardware implementation in charts that are supposed to show the benefits of 64bit execution mode, but in reality the encryption workloads are handled in a fundamentally different way in the two modes, in software in 32bit mode and implemented in hardware in 64bit mode. This turns the integer performance chart from a mixed bad into one falsely advertising performance gains attributed to 64bit execution and not to the hardware implementations as it should. The FP chart also shows no miracles, wider SIMD units result in almost 2x the score in few tests, nothing much in the rest.

    All in all, I'd say this is a very cleverly compiled review, cunningly deceitful to show the new apple chip in a much better light than it is in reality. No surprises, considering this is AT, it would be more unexpected to see an unbiased review.

    I guess we will have to wait a bit more until mass availability for unbiased reviews, considering all those "featured" reviews usually come with careful guidelines by the manufacturer that need to be followed to create an unrealistically good presentation of the product. That is the price you have to pay to get the new goodies first - play by the rules of a greedy and exploitative industry. Corporate "honesty" :)

    I don't say the new chip is bad, I just say it is deliberately presented unrealistically good. Krait has expanded the SIMD units to 128 bit as well, so we should see similar performance even without the move to a 64bit ecosystem. Last but not least, 64bit code bloats the memory footprint of applications because of pointers being twice as big, and while those limited memory footprint synthetic benches play well with the single gigabyte of ram on this device, I expect an actual performance demanding real world application will be bottlenecked by the ram capacity. All in all, the decision to go for 64 bit architecture is mostly a PR stunt, surely, 64bit is the future, but in the case of this product, and considering its limited ram capacity, it doesn't really make all that sense, but is something that will no doubt keep up the spirit of apple fanboys, and make up for their declining sales while they bring out the iphone 6, which will close all those deliberately left gaping holes in the 5s.
    Reply
  • Slaanesh - Wednesday, September 18, 2013 - link

    Interesting comment. I'd like to know what Anand has to say about this. Reply
  • ddriver - Wednesday, September 18, 2013 - link

    I am betting my comment will most likely vanish mysteriously. I'd be happy to see my concerns addressed though, but I admit I am putting Anand in a very inconvenient position. Reply
  • Mondozai - Wednesday, September 18, 2013 - link

    It's all a conspiracy. In fact your comment has already disappeared, but in its place is now a hologram effect that makes it impossible to tell it from the blank space. So why put in the hologram and not just delete it? Because Anand is playing mind games with us.
    And who said I typed this comment? It could have been someone else, someone doing Anand's bidding.

    I admit I am putting his scheme of deception in a very difficult position right now.

    /s
    Reply
  • ddriver - Wednesday, September 18, 2013 - link

    Few days ago I posted a comment criticizing AT moderators being idle and tolerant of the "I make $$$ sitting in front of my mac" spam, few minutes later my comment was removed while the spam remained, which led me to expect similar fate for this comment. Good thing I was wrong ;) Reply
  • WardenOfBats - Wednesday, September 18, 2013 - link

    I'd honestly like to see your misleading comment removed as well. You seem to think that anyone cares what the 32bit performance is of the 5S when everyone knows damn well that app developers are going to be clamouring to switch to the 64bit tech (that Android doesn't even have or support) to get these power increases. Other than that, the rest of your comment is just nonsense. The whole point is that the iPhone 5S is faster and the fact that they use different JS engines is a part of that. Apple just knows how to make software optimizations and hardware that runs them faster and you can see how they just blow the competition away. Reply
  • CyberAngel - Thursday, September 19, 2013 - link

    Misleading? Yes! In favor of Apple!
    You need to double the memory lines, too and caches and...oh boy!
    The next Apple CPU will be "corrected" and THEN we'll see...hopefully RAM is 8GB...
    Reply
  • Ryan Smith - Thursday, September 19, 2013 - link

    As we often have to remind people, we don't delete comments unless they're spam. However when we do so, any child comments become orphaned and lose their place in the hierarchy, becoming posts at the end of the thread. Your comment isn't going anywhere, nor have any of your previous comments. Reply

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