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Edge TPU – Run Inference at the Edge

43 pointsby obulpathialmost 7 years ago

6 comments

grumpopotamusalmost 7 years ago
From <a href="https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Edge_computing" rel="nofollow">https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Edge_computing</a>:<p>Edge computing is a method of optimizing cloud computing systems &quot;by taking the control of computing applications, data, and services away from some central nodes (the &quot;core&quot;) to the other logical extreme (the &quot;edge&quot;) of the Internet&quot; which makes contact with the physical world.[1] In this architecture, data comes in from the physical world via various sensors, and actions are taken to change physical state via various forms of output and actuators; by performing analytics and knowledge generation at the edge, communications bandwidth between systems under control and the central data center is reduced. Edge Computing takes advantage of proximity to the physical items of interest also exploiting relationships those items may have to each other.
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obulpathialmost 7 years ago
Eagerly waiting for Dev kits - to be released in couple of months!
deepnotderpalmost 7 years ago
Looking at the image, looks like the die size is around 10-36 mm2,so presumably it&#x27;s meant to be an ultra low performance chip?
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dna_polymerasealmost 7 years ago
Int8 and Int16? I never worked with quantized models, anyone mind sharing their experience? Do such models achieve state-of-the-art performance?
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knorkeralmost 7 years ago
It&#x27;s an AI chip for mobile devices out on missions. Skynet... err... I mean Google.. set it to read-only when out on these missions.<p>Inference only, no ML training. Only the Cloud has löööörning capabilities.<p>I bet you can just unscrew the head and flip a dip-switch, and it&#x27;ll start combining insults in no time.
brootstrapalmost 7 years ago
instead of cloud-to-butt, now we need edge-to-butt plugin :p