GPU Performance & Power

The Google Tensors GPU is quite a beast. A Mali G78 with 20 cores, it’s sporting 42% more cores than the Exynos 2100 implementation, and only comes second after HiSilicon’s Kirin 9000. However, unlike the more power efficient N5 process node of the Kirin 9000, the Tensor SoC comes on the same process node as on the Exynos 2100. Having a much larger GPU, one would expect Google to drive the block at lower frequencies, in order to achieve better energy efficiency. To our surprise, the G78MP20 runs at up to 1GHz on the tiler and L2, and up to 848MHz on the shader cores, which is essentially the same as the smaller Exynos 2100 implementation of the GPU. Of course this immediately raises red flags for the Tensor when it comes to power consumption, as the chip certainly can’t pull out a rabbit out of a hat in terms of efficiency, so let’s see what happens:

3DMark Wild Life Unlimited

In 3DMark Wild Life unlimited, the first thing to note is that for some reason the regular Pixel 6 didn’t want to run the test as it errored out due to memory – I’m not sure what happened here, but it was isolated to the baseline model as the Pro unit had no issues.

The Pixel 6 Pro’s peak performance is respectable, however it’s only 21% faster than the Exynos 2100, not exactly what we’d expect from 21% more cores. A large issue with Mali GPUs of late has been that while you can throw more shader cores at the issue, the shared resources such as the tiler and L2 still remain as a single unit on the GPU. The G78’s ability to clock this part of the GPU higher is taken advantage of by Google in the Tensor implementation of the GPU, however that’s only 16% faster in pure clock frequency – maybe the workload is bottlenecked somewhere in this part of the GPU architecture.

Sustained performance off the start doesn’t look too good for the Pixel 6 Pro as it throttles considerably once the device gets hot, more on this in a bit.

Basemark GPU 1.2 - Medium 1440p - Off-Screen / Blit

In Basemark GPU, the Pixel 6 phones both showcase odd peak performance figures that are way lower than we expected, here the chip doesn’t even manage to outperform the Exynos 2100. I’m not sure what the technical explanation here is, as on paper, the chip should be faster.

GFXBench Aztec Ruins - High - Vulkan/Metal - Off-screen

In Aztec High, the peak performance of the Tensor is again below what you’d expect, at +14% vs the Exynos 2100, and slightly ahead of the Snapdragon 888.

Sustained performance is quite bad here, and especially the Pixel 6 Pro seems to be running more severe throttling than the Pixel 6.

Looking at the power consumption of the phones, at peak performance, the Pixel 6 lands in around 7.28W, however this figure is a bit misleading. In actuality, the phone is running peak power figures in excess of 9-10W, but this is so much power, that the SoC isn’t able to complete a single run of the benchmark without throttling, so average power for a given run is actually much lower. This would also explain as to why our peak performance figures are less than what’s expected of a GPU clocked this high, it simply can’t maintain that speed for long enough to give off an FPS figure at the peak frequencies.

At sustained frequencies, the Pixel 6 and Pixel 6 Pro end up with different spots, however both are at quite low power figures around 3W.

GFXBench Aztec Ruins - Normal - Vulkan/Metal - Off-screen

Aztec normal shows similar results, peak performance of the GPU is barely any better than the smaller configuration Exynos 2100 unit, and sustained performance figures are also significantly lower.

Sustained power after throttling on the phones is also quite weird here, as the phone seemingly throttles to <3W on the SoC. The Pixel 6 for some reason appears to have better power characteristics, it’s possible that chip bin has lower power than my 6 Pro unit.

GFXBench Manhattan 3.1 Off-screen

Manhattan 3.1 shows a similar peak and sustained performance standing, which isn’t too favourable for the Tensor.

Power levels in Manhattan are higher than the Aztec benchmarks, I think the CPUs, or the DRAM contribute to more of the power due to the higher achieved framerates, and it slightly helps the heat dissipation rather than having everything focused on the GPU.

Overall, the GPU performance of the Google Tensor is quite disappointing. On paper, the massive G78MP20 GPU seemed like a juggernaut at the frequencies Google delivers the chip in, but in practice, it doesn’t reach the theoretical levels of performance. That being said, over the last year of SoC releases, almost every vendor in the industry has introduced some absurd ultra-high-power GPU configuration that throttles quickly. Why they do this, I don’t know, GPU compute for burst performance is always one of the reasons given, so maybe Google is also aiming the GPU towards compute rather than gaming.

In terms of sustained performance levels, the larger GPU in theory should have allowed it to run at lower frequencies, thus at better efficiency, and in turn deliver more performance than a smaller implementation like that of the Exynos 2100. The reality here is that the Pixel 6 phones struggle with thermal dissipation, and it’s something that seems to be completely unrelated to the chip itself.

Source: PBKreviews

Both the Pixel 6 and Pixel 6 Pro are quite special in their hardware designs, in that they’re one of the rare Android devices out there which adopt an internal hardware design which doesn’t have a midframe adhered to the display panel. Looking at various teardowns of the phone, we can see that the display is relatively easily removable from the rest of the phone body, a design that’s actually more similar to Apple’s iPhones than any other Android flagship. This bodes well for the repairability of the screen, but it doesn’t do well for the thermal dissipation of the SoC. Much like iPhones have issues with thermal dissipation, and having much lower sustained power levels under stress, the Pixel 6 phones also suffer from the same issue as they cannot effectively use the display panel as a heat sink. This comes in contrast with other flagship Android devices – the Galaxy S21 Ultra for example has its display panel adhered to the midframe of the phone, it's not great for repairability, but it allows Samsung to employ a gigantic thermal dissipation pad the size of half of the phone footprint, with a direct heat pathway from the SoC to the display. Other thermally optimised devices out there share similar designs, able to better dump heat onto the full body of the phone.

The Pixel 6 Pro in contrast, has quite stark heat spots, with the left side of the phone, near the SoC, getting quite hot at up to 45°C, but at the same time the right side of the device here barely reaches 30-33°C, which is a large temperature gradient and signifies bad heat transfer abilities. Also, while I’m not sure how other people feel about this, but it does make the Pixel 6 phones feel more “hollow” in their build quality, but that might just be a nit-pick.

In any case, the Google Tensor’s chip gaming performance might be adequate, it’s no better than the Exynos 2100, and it gets further handicapped by the thermal design of the Pixel 6 phones. Generally, one can say it’s not the best phone for high-end gaming, which lines up with the subjective experiences with the devices in actual gaming demanding games like Genshin Impact.

CPU Performance & Power Google's IP: Tensor TPU/NPU
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  • sharath.naik - Saturday, November 13, 2021 - link

    Looks like you both do not value to concept of understanding the topic before responding, So pay attention this time. I am talking about hardware binning.. not software binning like every one else does for low light. Hardware binning means the sensors NEVER produce anything other than 12MP. Do both of you understand what NEVER means? Never means these sensors are NEVER capable of 50MP or 48MP. NEVER means Pixel 3x zoom are 1.3MP low resolution images(Yes that is all your portrait modes). NEVER means at 10x Pixel images are down to 2.5MP.
    Next time Both of you learn to read, learn to listen before responding like you do.
  • meacupla - Tuesday, November 2, 2021 - link

    IDK about you, but livetranslation is very useful if you have to interact with people who can't speak a language you can speak fluently.
  • BigDH01 - Tuesday, November 2, 2021 - link

    Agreed this is useful in those situations where it's needed but those situations probably aren't very common for those of us that don't do a lot of international travel. In local situations with non-native English speakers typically enough English is still known to "get by."
  • Justwork - Friday, November 5, 2021 - link

    Not always. My in-law just moved in who knows no English and I barely speak their native language. We've always relief on translation apps to get by. When I got the P6 this weekend, both our lives just got dramatically better. The experience is just so much more integrated and way faster. No more spending minutes pausing while we type responses. The live translate is literally life changing because of how improved it is. I know others in my situation, it's not that uncommon and they are very excited for this phone because of this one capability.
  • name99 - Tuesday, November 2, 2021 - link

    Agreed, but, in the context of the review:
    - does this need to run locally. (My guess is yes, that non-local is noticeably slower, and requires an internet connection you may not have.)
    - does anyone run it locally (no idea)
    - is the constraint on running it locally and well the amount of inference HW? Or the model size? or something else like CPU? ie does Tensor the chip actually do this better than QC (or Apple, or, hell, an intel laptop)?
  • SonOfKratos - Tuesday, November 2, 2021 - link

    Wow. You know what the fact that the phone has a modem to compete with Qualcomm for the first time in the US is good enough for me. The more competition the better, yes Qualcomm is still collecting royalties for their parents but who cares.
  • Alistair - Tuesday, November 2, 2021 - link

    That's a lot of words to basically state the truth, Tensor is a cheap chip, nothing new here. Next. I'm waiting for Samsung + AMD.
  • Alistair - Tuesday, November 2, 2021 - link

    phones are cheap too, but too expensive
  • Wrs - Tuesday, November 2, 2021 - link

    Surprisingly large for being cheap. Dual X1's with 1 MB cache, 20 Mali cores. So many inefficiencies just to get a language translation block. As if both the engineers and the bean counters fell asleep. To be fair, it's a first-gen phone SoC for Google.

    Idk if I regard Samsung + AMD as much better, though. Once upon a time AMD had a low-power graphics department. They sold that off to Qualcomm over a decade ago. So this would probably be AMD's first gen on phones too. And the ARM X1 core remains a problem. It's customizable but the blueprint seems to throw efficiency out the window for performance. You don't want any silicon in a phone that throws efficiency out the window.
  • Alistair - Wednesday, November 3, 2021 - link

    Will we still be on X1 next year? I hope not. I'm hoping next year is finally the boost that Android needs for SoCs.

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