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1.
by 323454 5y ago
So far we've been focused on edge devices like the Zynq, Artix and Zynq Ultrascale+ families. Tensil certainly works on larger devices but it's not as optimized there as we'd like it. If that's interesting to you, I&#x27
2.
by 323454 5y ago
Sorry if this was unclear - in a datacenter use case you are right, but for an edge deployment, you will usually need to quantize, prune or compress your ML model to get it working as fast as you'd like on a sufficiently small CPU&#x2F
3.
by 323454 5y ago
FINN is a very cool project, but usually requires big changes to your model in order to work, e.g. quantizing down to 1 or 2 bit weights. It also works best on large FPGAs which are unsuitable for edge deployments. Tensil works out of the b
4.
by 323454 5y ago
Cheers, and great question! FPGAs are pretty amazing devices, but one thing that's been holding them back is how difficult they have been to work with. Typically to actually make use of an FPGA you'd need to have an FPGA expert an
5.
by 323454 5y ago
I don't have hard numbers at hand, but I'd estimate something like an order of magnitude improvement for using DSP for multiplication vs not. If they're available on the fabric, you'll definitely want to use them! If thi
6.
by 323454 5y ago
Thanks for pointing this out! The UP5K does look promising.
7.
by 323454 5y ago
Just saw your edit re: model compression. One thing that Tensil can do is help you avoid the need to quantize or compress your model entirely! For example, we've found that using a 16-bit fixed point numeric data type preserves almost
8.
by 323454 5y ago
That's excellent - feel free to join our Discord if you'd like to brainstorm ideas or get help choosing models and boards https://discord.gg/TSw34H3PXr
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by 323454 5y ago
Do you have a website / product page?
10.
by 323454 5y ago
There is also what is thought to be a Buddha found at Oseberg which may have been produced in England. https://en.wikipedia.org/wiki/Oseberg_Ship
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by 323454 5y ago
Even if you agree with Taleb's arguments in that article, he still admits that low IQ is correlated with low wealth, low income and other such social measures of low success. So the hypothesis that IQ may be declining should still be c
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by 323454 5y ago
I'm not GP but as I understand it most religions contain an idea that selflessness is the highest good that a person can attain. Further they often maintain that only by becoming truly selfless can you make your spirit one with God (I
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by 323454 5y ago
How does this square with intelligence studies of deaf people? Despite being half as likely to complete tertiary education, the deaf exhibit the same IQ distribution as the general population. Are they doing something else that is just as e
14.
by 323454 5y ago
I agree with the prescription to stay off weaponized social propaganda platforms and focus on your local community, but I don't see how you can ask people to blindly trust the CIA. Too many misdeeds to count. - Fabricating justificatio
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by 323454 5y ago
> but in those cases i dont think its entirely fair to expect schools to fully accommodate such outliers This sentiment would equally support removing special education programs for students with learning disabilities, yet those are not
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by 323454 5y ago
I'll second this: how can I hire you? Or more generally how would you suggest going about finding a workflow consultant?
17.
by 323454 5y ago
This already exists and it doesn't quite work. School funding and outcomes are less well correlated than you might expect. Some of the worst performing schools and districts are also the best funded. The top causal factor appears to be
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by 323454 5y ago
Prizes are incentives. AIs can respond to incentives just as we can, but for now a Nobel prize is a type of incentive that only humans care about. Unless the AI shows that it cares about receiving a Nobel, the prize should go to the humans
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Tensil (YC S19) Is Hiring FPGA Engineers(ycombinator.com)
1 points by 323454 5y ago
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by 323454 5y ago
No one cares what outsiders think when they are being assaulted on their walk home from work. If you want justice you must first create order. In addition, it's not like these people don't have sympathy for the plight of the poor:
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by 323454 5y ago
LA city budget, not California state. The amount spent is so high that you could just give every homeless person in LA $2000 every month and it would be less expensive.
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by 323454 5y ago
This is a false dichotomy, but what's worse is that social programs are already heavily funded in all the major West coast cities. For example, LA spends over half a billion dollars (yes, billion with a B) on services for the homeless
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The Unreasonable Effectiveness of Multiple Dispatch(m.youtube.com)
2 points by 323454 5y ago|0 comments
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by 323454 5y ago
Check out this amazing link from within the article: https://blueprintsfromhell.tumblr.com/
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by 323454 5y ago
From what I've seen the two key use cases are 1) being able to see a "gun's eye" view, enabling you to poke your weapon out of cover and fire without exposing yourself 2) faster friend-foe identification through the AR o
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by 323454 5y ago
I had a similar experience but I eventually found that sticking to a consistent 8hr sleep schedule and doing a quick 20-30 minute physical warm up first thing in the morning fixed the problem.
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by 323454 6y ago
From Chapter 2 "Teaching for Equity and Engagement" p40: > Ms. Ross teaches fifth grade at the Jackie Robinson Academy. She has been focusing on developing her students’ sociopolitical consciousness through language arts and w
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I want the music more traumatised(grahamnasby.com)
2 points by 323454 6y ago|1 comments
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by 323454 6y ago
I wonder if this type of phenomena is the origin of the dragon under mountain type of myth. E.g. Tolkien's Smaug
30.
by 323454 6y ago
Tl;dr > Culture is no longer made. It is simply curated from existing culture, refined, and regurgitated back at us. The algorithms cut off the possibility of new discovery.

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