Computer science recap for week 19/2022
From toNewsletter sent every monday with a recap of articles, projects and tutorials from previous week.
Articles #
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NVIDIA Releases Open-Source GPU Kernel Modules 1154 comments in 14 discussions
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The Apple GPU and the Impossible Bug 469 comments in 7 discussions
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NVIDIA Transitioning To Official, Open-Source Linux GPU Kernel Driver 318 comments in 6 discussions
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The Two Generals Problem 310 comments in 4 discussions
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The overengineered Solution to my Pigeon Problem 167 comments in 2 discussions
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[D] ICML author notifications 134 comments in 1 discussion
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Our Experience Porting the YJIT Ruby Compiler to Rust 127 comments in 4 discussions
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Using Java's Project Loom to build more reliable distributed systems 103 comments in 4 discussions
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[N] Hugging Face raised $100M at $2B to double down on community, open-source & ethics 100 comments in 2 discussions
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Introduction to Compilers and Language Design 71 comments in 2 discussions
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[P] I was tired of screenshotting plots in Jupyter to share my results. Wanted something better, information rich. So I built a new %%share magic that freezes a cell, captures its code, output & data and returns a URL for sharing. 67 comments in 1 discussion
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Making a falling sand simulator 65 comments in 1 discussion
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Practical Compiler Construction 63 comments in 2 discussions
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[R] Full-batch GD generalizes better than SGD 62 comments in 1 discussion
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[D] Introduction to Diffusion Models 55 comments in 3 discussions
Projects #
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[R] RWKV-v2-RNN : A parallelizable RNN with transformer-level LM performance, and without using attention 179 comments in 3 discussions
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[P] Open-source to speed up deep learning inference by leveraging multiple optimization techniques (deep learning compilers, quantization, half precision, etc) 89 comments in 10 discussions
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[N] Handling very large models on small setups with Hugging Face's Accelerate library 26 comments in 6 discussions
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[D] What is the largest / most diverse GAN model currently out there? 15 comments in 2 discussions
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Nes emulator. Can you do a code review. Is my code good enough? 10 comments in 1 discussion
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[P] List of acronyms in Machine Learning 8 comments in 1 discussion
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everythingishacked/Pants: A video filter to add pants or blur out your lower half on Zoom calls 6 comments in 2 discussions
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GrayBoy 3 comments in 1 discussion
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[P] Deep RL Zoo - A collection of Deep RL algorithms implemented with PyTorch 2 comments in 1 discussion
Videos #
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[N][R] Gato: A single Transformer to RuLe them all! (Deepmind's new model) 2 comments in 1 discussion
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[D] A Brief History & The Current State of Anime Generating AI
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[R] DALLE-2 paper explained - model architecture, results and image manipulation
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[D] Open Source library to do automatic EDA + experiment tracking in a spreadsheet
This is an archived issue from the Computer science newsletter.