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Google's TensorFlow hits v1.0 with upgrades to speed, flexibility, and production-readiness

At the TensorFlow Developer Summit, Google announced that its second-generation machine learning platform has reached the v1.0 milestone. In the time since it went open-source, TensorFlow has helped many professionals in several fields make huge strides in things like language translation, early skin cancer detection, and diabetic blindness prevention.

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What is 5G? The layman's guide

5G. You're aware of it, probably. You've at least likely whizzed past it unblinkingly in a press release or heard and ignored it in a sound byte from a CEO or analyst, as 5G is increasingly a very hot topic in the biz.

But wait, aren't we just kind of now starting to get 4G everywhere? Isn't it too early to be talking about the next generation of wireless technology? Actually: yes. It kind of is. And that's part of what this piece is about - providing a bit of a reality check on 5G, what it is, what it means for you (or doesn't), and when you can expect it.

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The Android Things Developer Preview 2 is out, adds support for Intel's Joule, brings TensorFlow for machine learning on IoT platforms, and more

It's been a big day from the mystical Google land. In addition to all of the Wear stuff, the team behind Android Things has released the second Developer Preview for supported Internet-of-Things platforms. It brings some new features and a few bug fixes, as well as support for the Intel Joule.

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The final version of the Android Wear 2.0 SDK is out

This should come as no surprise to anyone, but Google has released the final version of the Android Wear 2.0 SDK. It adds support for everything announced with the LG Watch Style and Watch Sport yesterday, and also makes a few revisions to some of the app approval processes. On that note, there are two things in this final version to pay attention to (if you're a developer).

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Latest revision to the official Android emulator increases performance dramatically

The Android SDK isn't something that normal users see all that often (except perhaps when they're unlocking the bootloader on a new phone), but developers still rely on it heavily. One of the components included in the collection of desktop tools is Google's first-party Android emulator. It's a way of running a simplified version of Android software on a computer for the purpose of testing apps. And as cool as that sounds, it's also kind of a hassle - like all emulators, it's significantly slower than using Android on native hardware. But that's changing with the latest release, at least according to Google.

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Train wreck revealed by car crash (Or: Cyanogen Inc. is now Andrasta)

A since-deleted tweet published by former Cyanogen CEO Kirt McMaster - who, I will note with great sadness, has apparently unblocked me on Twitter - shows an image of a damaged building and a thoroughly deformed Tesla. Also revealed in the photo is the site of what can only be described as an ongoing collision of money and poor decision-making, Cyanogen Inc, now apparently known as Andrasta.

We'd long suspected Andrasta was the new face of Cyanogen (this has been sitting in our to-do tracker well over a month pending confirmation), but McMaster's tweet last week confirmed it. See 'exhibit A,' a photo from McMaster's tweet.

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Mobile Dev + Test is offering Android development tutorials and sessions and Android Police readers can get an exclusive $600 discount [Sponsored Post]

The Mobile Dev + Test conference is back this year and better than ever with in-depth Android development and mobile training, tutorials, keynotes, and sessions! In addition, it will be collocated with IoT Dev + Test. Both conferences will be happening at the Westin San Diego April 24–28, 2017. If you register for one conference, you gain access to both conference programs. You can pick and choose what content is right for you and build a customized week of learning and networking.

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Android 7.1.1 will be the end of the line for the Nexus 6 and Nexus 9 - no 7.1.2 updates seemingly planned

Google's blog post announcing Android 7.1.2 today came with some implicit news for owners of the Nexus 6 and 9, but they probably could have seen it coming: this is the end of the line. Both devices are not included in Google's "final release" list for 7.1.2.

We're expecting to launch the final release of the Android 7.1.2 in just a couple of months, Like the beta, it will be available for for Pixel, Pixel XL, Nexus 5X, Nexus 6P, Nexus Player, and Pixel C devices.

Google generally doesn't comment on specifically which updates will EOL a given device, but both the 6 and 9 are past the end of the support windows published by Google - October 2016.

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Google announces Android 7.1.2 Beta, includes Pixels, Nexus 5X, Player, 6P, and Pixel C [update: images]

Google has just announced Android 7.1.2, a maintenance release focused on fixing bugs and improving performance. The initial devices eligible for the update are the Nexus 5X, Nexus Player, Pixel C, and both Pixel phone models. The Nexus 6P will be eligible, but not yet, with Google saying they expect the 7.1.2 beta will be "released soon."

Factory images don't yet appear to be live. Factory images are live here. Be sure to enroll your device in the beta program if you want to receive the OTA, which Google says will start rolling out soon.

As for what's changed? Google doesn't really say beyond a cryptic reference to "enhancements for carriers and users," whatever that means.

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Official root .zip package for LineageOS available for flashing

So, LineageOS has been out for a few days now. As promised, .zip packages for rooting the ROM have been put up on the community project's site, as it is not pre-rooted when flashed.

Interestingly, this uses Superuser rather than SuperSU to achieve root. Either way, root is achieved through flashing this package once the main ROM has been flashed. It also needs to only be flashed once; subsequent updates will keep root privileges. There are different packages depending on whether the device is 64-bit or not, and also packages to remove root if you so wish.

Of course, this is only the official (and recommended) root package.

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