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A Deep Learning USB Stick

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21–30 of 57 posts

Re: A Deep Learning USB Stick

#21

How about this kind of extra processor comes in a mobile phone, which improves regular camera vision, all health sensors, better everything that we can do with mobile phones..

Someday they will be I'm sure. Probably part of the SoC.

But not yet, software is not ready for it yet.

Re: A Deep Learning USB Stick

#23
post #3

This is a dev board, not a consumer product. And (contrary to the title) the press release explicitly says that it is not intended for "deep learning." Acceleration is needed for training -- not running the models themselves. A quick glimpse of the power used (1 watt) lets you know exactly how much "acceleration" is going on in here. This is meant for tiny devices. EDIT: My point is that this is a small-run dev board…

Sure, maybe a nannycam. Maybe whatever you want to run on your Arduino / Raspberry Pi. Maybe bolted on to a small lightweight drone swarm that communicates to itself while offline to learn about its environment.

What happens when 1000 of these are plugged in to 1000 drones and they all communicate? I don't know enough to even guess but perhaps something interesting and dangerous?

Re: A Deep Learning USB Stick

#24
post #22

look like fraud

Hey, I'll bite. Why do you think that?

their product is based on a buzz word and uses unknown hardware, the specs seem underwhelming (1W + usb = ?). their page is filled with videos of models and nature shots and a bunch of news categories that have a few articles from 2013/14. there's no way to order anything, yet they put out some wild claims:

'With Fathom, every robot, big and small, can now have state-of-the-art vision capabilities'

'It means the same level of surprise and delight we saw at the beginning of the smartphone revolution'

'With more than 1 million units of Myriad 2 already ordered'

tl;dr: because, to an outsider, it sure does look like fraud.

Re: A Deep Learning USB Stick

#25
I don't fully get the negativity of comments on HN for this product on the sole fact that it's currently an usb stick.

I think it's just can make sense to push to the market this kind of chip early and don't wait to be bundle with another device. Kudo for Caffe support.

Re: A Deep Learning USB Stick

#26
post #3

This is a dev board, not a consumer product. And (contrary to the title) the press release explicitly says that it is not intended for "deep learning." Acceleration is needed for training -- not running the models themselves. A quick glimpse of the power used (1 watt) lets you know exactly how much "acceleration" is going on in here. This is meant for tiny devices. EDIT: My point is that this is a small-run dev board…

>> Acceleration is needed for training -- not running the models themselves.

Sometimes training is done on the customer site. For example a noise cancellation algorithm may learn audio characteristics of the user's environment to offer better performance.

Re: A Deep Learning USB Stick

#28
post #3

This is a dev board, not a consumer product. And (contrary to the title) the press release explicitly says that it is not intended for "deep learning." Acceleration is needed for training -- not running the models themselves. A quick glimpse of the power used (1 watt) lets you know exactly how much "acceleration" is going on in here. This is meant for tiny devices. EDIT: My point is that this is a small-run dev board…

Sure, maybe a nannycam. Maybe whatever you want to run on your Arduino / Raspberry Pi. Maybe bolted on to a small lightweight drone swarm that communicates to itself while offline to learn about its environment. What happens when 1000 of these are plugged in to 1000 drones and they all communicate? I don't know enough to even guess but perhaps something interesting and dangerous?

At first glance I think they would take off and be airborne. Other than that they would do whatever they were programmed to do. I know, my comment is stupid, thought I should fit in.

Re: A Deep Learning USB Stick

#29

I don't fully get the negativity of comments on HN for this product on the sole fact that it's currently an usb stick. I think it's just can make sense to push to the market this kind of chip early and don't wait to be bundle with another device. Kudo for Caffe support.

This is intended for development. I think HN commentators are missing that.

Given the limited availability of phones and products with the Myriad 2, and the fact that you might not be targeting a phone anyway, being able to buy and develop on a cheap USB stick is an incredibly smart move.

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