In the present day, Google is beginning to seed a brand new developer beta (eight.1) of Android Oreo to devs.
The large spotlight right here is the brand new Neural Networks API, which brings hardware-accelerated inference to the telephone for shortly executing beforehand educated machine studying fashions. Bringing these calculations to the sting can carry a variety of utility to the tip consumer by lowering latency and cargo on the community, whereas additionally protecting extra delicate information on-device.
This could come in useful on the subject of permitting the apps in your telephone to do issues like classify pictures or study from how your habits predict conduct. Google stated they designed the Neural Networks API as a “foundational layer” for frameworks like TensorFlow Lite, Caffe2 and others.
If accessible, the API could make use of particular AI chips on the system — or fall again to the CPU if that’s the one possibility. Google’s new Pixel 2 telephones characteristic such a particular chip (the Pixel Visible Core) and Google beforehand stated that it deliberate to show it on as soon as the eight.1 preview went dwell (so at this time…).
Whereas the Neural Networks API focuses on placing extra work on the consumer’s system, Google can also be introducing some optimizations for Android Go in eight.1 that ought to assist builders goal customers of the light-weight model of Android for extra primary smartphones that Google introduced at I/O this previous Might.
Go is all about low specced-phones with unhealthy connectivity. This replace concentrate on reminiscence optimizations for units operating lower than 1GB of RAM, they’ve additionally made it in order that builders can goal distribution of up to date to units whether or not primarily based on their system reminiscence in the event that they’re operating eight.1 or later.
Past this, the eight.1 developer preview will carry some updates to Autofill so its simpler for password managers to make use of the framework. These updates all come along with the anticipated bug patches and safety patches.
Android eight.1 isn’t coming to shoppers till December, however if you happen to’re a developer you may soar on the beta now.
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