I read the entire blog post and I don't understand the fanfare, it's a custom SoC, presumably to rival Apple's M1. I don't see anything innovative about this, besides heralding "begun, the neural net wars have". What is the benefit of having all of the ML bits on device? Can models leverage them post training?
Google Tensor SoC debuts on the new Pixel 6 this fall
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Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#12I read the entire blog post and I don't understand the fanfare, it's a custom SoC, presumably to rival Apple's M1. I don't see anything innovative about this, besides heralding "begun, the neural net wars have". What is the benefit of having all of the ML bits on device? Can models leverage them post training?
Yes, the whole point is to be able do to things like improve personalized speech recognition on-device, image recognition on-device, translation on-device, etc.
Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#13I read the entire blog post and I don't understand the fanfare, it's a custom SoC, presumably to rival Apple's M1. I don't see anything innovative about this, besides heralding "begun, the neural net wars have". What is the benefit of having all of the ML bits on device? Can models leverage them post training?
Potentially improved privacy (this is how Apple tries to sell it). Less data has to leave the phone to gain the utility of the ML models.
Improved device performance. Reduced network use and better specialized chips leading to better performance. Either in terms of better battery life or better time to get the result.
Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#14I read the entire blog post and I don't understand the fanfare, it's a custom SoC, presumably to rival Apple's M1. I don't see anything innovative about this, besides heralding "begun, the neural net wars have". What is the benefit of having all of the ML bits on device? Can models leverage them post training?
Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#15Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#16> Pixel 6 will have the most layers of hardware security in any phone**. > **Based on a count of independent hardware security subsystems and components. That does not seem like a meaningful measure for security.
Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#17I wonder about the baseband (radio - wifi & cell) component. Are they using Qualcomm / Intel standalone chips? Or did they buy an IP core to integrate onto the SoC? I somehow doubt that they did it in-house, as it's a massive effort to match current state of the art.
Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#18I read the entire blog post and I don't understand the fanfare, it's a custom SoC, presumably to rival Apple's M1. I don't see anything innovative about this, besides heralding "begun, the neural net wars have". What is the benefit of having all of the ML bits on device? Can models leverage them post training?
Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#19Previous Pixels worked great but then inexplicably lost OS updates after only a few years.
Re: Google Tensor SoC debuts on the new Pixel 6 this fall
#20I wonder about the baseband (radio - wifi & cell) component. Are they using Qualcomm / Intel standalone chips? Or did they buy an IP core to integrate onto the SoC? I somehow doubt that they did it in-house, as it's a massive effort to match current state of the art.