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My issue with GPU-accelerated deep learning

from Home on Erik Bernhardsson [alt+shift+b] in technology

I've been spending several hundred bucks renting GPU instances on AWS over the last year. The speedup from a GPU is awesome and hard to deny. GPUs have taken over the field. Maybe following the footsteps of Bitcoin mining there's some research on using FPGA (I know very little about this).
3rd Feb 2016

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More from Home on Erik Bernhardsson

It's hard to write code for computers, but it's even harder to write code for humans

Writing code for a computer is hard enough. You take something big and fuzzy, some large vague business outcome you want to achive. Then you break it down recursively and think about all the cases until you have clear logical statements a computer can follow.

27th Sep 2024 • 39 votes
Predicting solar eclipses with Python

As I am en route to see my first total solar eclipse, I was curious how hard it would be to compute eclipses in Python. It turns out, ignoring some minor coordinate system head-banging, I was able to get something half-decent working in a couple of hours.

7th Apr 2024 • 41 votes
Simple sabotage for software

CIA produced a fantastic book during the peak of World War 2 called Simple Sabotage. It laid out various ways for infiltrators to ruin productivity of a company. Some of the advice is timeless, for instance the section about “General interference with Organizations and Production”:

13th Dec 2023 • 40 votes
What I have been working on: Modal

Long story short: I'm working on a super cool tool called Modal. Please check it out — it lets you run things in the cloud without having to think about infrastructure. Scaling out, scheduling, containerization, using GPUs, setting up webhooks, and all kinds of other stuff.

7th Dec 2022 • 42 votes
We are still early with the cloud: why software development is overdue for a change

This is is in many respects a successor to a blog post I wrote last year about what I want from software infrastructure, but the ideas morphed in my head into something sort of wider.

19th Oct 2022 • 42 votes

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The Reason You Prohibit Things

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Solitaire Alone Together

Solitaire Alone Together I made a new game. It's called Solitaire Alone Together. It's Windows 98 solitaire, but you can play with everyone else on the internet. Read the full post on my blog! Here's a raw link, if you need it: https://eieio.games/blog/solitaire-alone-together

6 days ago • 1 votes
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