Skip to main content

What you need to know about the Amazon AZ2 Neural Engine

The Amazon Echo Show 15 not only hangs on your wall but can learn to recognize your face. That's because it has a new piece of Amazon-designed silicon inside dubbed the Amazon AZ2 Neural Engine.

Yes, Amazon custom designs ARM chips. The AZ2 isn't even the first one (hence the 2), but it's a lot more capable than the AZ1, which powers some of the best Alexa speakers and offers something new for Amazon — edge computing.

If you're not sure what edge computing is, this chip and what it does actually makes it easy to understand. All the processing to learn and recognize your face is done using machine learning through the chip itself and nothing needs to be sent across the internet to make that happen.

I still think any computer learning to recognize human faces is pretty creepy but doing it locally instead of through a remote server is pretty cool. Also, you have to opt-in for this feature, so you can still buy Amazon's new Echo Show 15 even if you think it's creepy like I do. But enough about creepy stuff.

What the AZ2 can do — on paper anyway — is pretty impressive. Consider the last-gen AZ1, which was able to recognize your voice without Amazon needing to send that data through the cloud. The new model does that, of course, but it's also capable of performing 22 times the amount of operations each second.

The AZ2 Neural Engine can work 22-times faster than Amazon's last-generation processor.

This means it has plenty of local bandwidth to learn your face as well as your voice. In fact, Amazon says it can process speech and facial recognition simultaneously. A big reason for this is because it's a neural edge processor. Those sound like the kind of words tech companies like to throw around, but they do mean something — the "neural" part means it's a chip used with algorithms for machine learning and the "edge" part means it can do it without calling for backup from some server.

By doing things locally, there is almost zero latency, which means there is virtually zero wait time between operations. We haven't seen how well it actually operates but based on its capabilities, it looks like the perfect chip to put inside something like an Echo Show.

Edge computing is not only better for privacy, but it's faster, too.

Speaking of that, the Echo Show 15 is the only device that will use the new AZ2 Neural Edge chip for now. We expect that to change as Amazon brings its Visual ID feature to other devices. Maybe even drones or robots.

Whether you love Amazon products or hate them, you can't help but be impressed with the new AZ2. It's easy to forget that Amazon is also part of Big Tech, but things like this serve to remind us that some top-level engineers work a lot of hours to build those Echo devices so many people love.



Source: androidcentral

Popular posts from this blog

Cyber Monday Canada: Last-minute deals for everyone on your list

Best Cyber Monday Canada deals: Smart Home Audio Phones, Tablets & Accessories Wearables Laptops & PC Components Amazon products Gaming Televisions Cameras Lifestyle & Kitchen Toys & Kids Cyber Monday Canada is here, and retailers are rolling out the red carpet for customers who want to shop for everything from tech to kitchenware to games and everything in between. Unlike years past, Cyber Monday Canada deals look a bit different than normal. Instead of retailers trying to pack their stores with as many shoppers as possible, we're seeing tons of online deals that you can take advantage of from the comfort of your home. We've rounded up our favorites below, so feel free to browse through the best of what Canada Cyber Monday has to offer! This list is being updated with new Cyber Monday deals all the time, so check back often. Spotlight deals It's a Switch Nintendo Switch Fortnite Edition bundle $399.95 at Amazon It's a Switch.

The hidden cost of food delivery

Noah Lichtenstein Contributor Share on Twitter Noah Lichtenstein is the founder and managing partner of Crossover , a diversified private technology fund backed by institutional investors, technology execs and professional athletes and entertainers. More posts by this contributor What Studying Students Teaches Us About Great Apps I’ll admit it: When it comes to food, I’m lazy. There are dozens of great dining options within a few blocks of my home, yet I still end up ordering food through delivery apps four or five times per week. With the growing coronavirus pandemic closing restaurants and consumers self-isolating, it is likely we will see a spike in food delivery much like the 20% jump China reported during the peak of its crisis. With the food delivery sector rocketing toward a projected $365 billion by the end of the decade, I’m clearly not the only one turning to delivery apps even before the pandemic hit. Thanks to technology (and VC funding) we can get a ri

Slack’s new integration deal with AWS could also be about tweaking Microsoft

Slack and Amazon announced a big integration late yesterday afternoon. As part of the deal, Slack will use Amazon Chime for its call feature, while reiterating its commitment to use AWS as its preferred cloud provider to run its infrastructure. At the same time, AWS has agreed to use Slack for internal communications. Make no mistake, this is a big deal as the SaaS communications tool increases its ties with AWS, but this agreement could also be about slighting Microsoft and its rival Teams product by making a deal with a cloud rival. In the past Slack CEO Stewart Butterfield has had choice words for Microsoft saying the Redmond technology giant sees his company as an “existential threat.” Whether that’s true or not — Teams is but one piece of a huge technology company — it’s impossible not to look at the deal in this context. Aligning more deeply with AWS sends a message to Microsoft, whose Azure infrastructure services compete with AWS. Butterfield didn’t say that of course

iPhone 13 Pro vs. iPhone 15 Pro Buyer's Guide: 50+ Differences Compared

The iPhone 15 Pro brings over 50 new features and improvements to Apple's high-end smartphones compared to the iPhone 13 Pro, which was released two years prior. This buyer's guide breaks down every major difference you should be aware of between the two generations and helps you to decide whether it's worth upgrading. The ‌iPhone 13‌ Pro debuted in 2021, introducing a brighter display with ProMotion technology for refresh rates up to 120Hz, the A15 Bionic chip, a telephoto camera with 3x optical zoom, Macro photography and photographic styles, Cinematic mode for recording videos with shallow depth of field, ProRes video recording, a 1TB storage option, and five hours of additional battery life. The ‌iPhone 13‌ Pro was discontinued upon the announcement of the iPhone 14 Pro in 2022, but it is still possible to get hold of it second-hand. Our guide helps to answer the question of how to decide which of these two iPhone models is best for you and serves as a way to c