Saurabh Agarwal @iidsample
Grad student at UW-Madison working on systems and ML. Connoisseur of hot sauce and melted ice cream PepperMill Joined February 2016-
Tweets254
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Following1K
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1970: One more lane will fix it. 1980: One more lane will fix it. 1990: One more lane will fix it. 2000: One more lane will fix it. 2010: One more lane will fix it. 2020s: ?
You’re telling me I have to buckle my seatbelt even though I have airbags!!! Either the airbags work or the seatbelt works but it can’t be both!!!
I’m excited to release my implementations of RL algorithms in Jax: github.com/ikostrikov/jax…. On my machine with Titan X (Pascal), it works more than twice faster (4x faster in some cases) than similar PyTorch implementations. Thanks to @nikishin_evg for helping with Jax!
What software are people using to draw those fancy neural network architecture diagrams? Surely they aren’t doing this by hand...
Cache Management Lessons Learned symas.com/cache-manageme…
In 1886 the Germans invented the car and since then their inventions have been pretty lame. X-rays (meh). Aspirin (whatevs). The computer (the what?). But in 2020 everything changed... I give you: the premixed, squeezable Spätzle bag. If only Karl Benz had lived to see this day..
0-True = -1 Python has weird ways to make you question your life choices.
In early 2012 installing cuda depended on your luck, birth sign, phase of the moon and gazillion other factors, used to take atleast a day and few grub hacks and os reinstall . Today you can just pull ngc container and get running in less then 10 minutes. I feel old !!
Debugged why something was not printing for 15 minutes, to realize that instead of printing I was logging in a file and it has always been there
Have been using python multiprocessing for almost 6 years now, everytime i think i know all the gotchas, it just throws a new one and far more complicated then previous.
I will be very worried about code quality and the technical debt it would create and that would be just least of my worries
This paper on floating point arithmetic is such a gem, I keep coming back to it once in a while itu.dk/~sestoft/bache…
This is epic. Not just Silicon Valley. It's pretty much true for all tech
This is epic. Not just Silicon Valley. It's pretty much true for all tech
The dudes probably can't make sense of any science in the work, so lets just trash commit messages
Deep experience with one language beats superficial experience with 5 languages.

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