Avik Chaudhuri
@__avikCreator of @flowtype. Hacker on @PyTorch compiler. ML explorer. Rusty PL researcher. Amateur chef. Soccer dad. Blogging at https://t.co/KRv2Q5Adsd
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A possible way to evaluate whether you truly know a subject is, can you explain why a new idea is wrong (vs. merely explain why an old idea is right). My BS detector is way more advanced in math than in physics. Unfortunately, I feel the same way about PL vs. ML. Coincidence?
Who called it bidirectional typing and not stereotypes?
My @Google colleague and longtime @UCBerkeley faculty member David Patterson has a great essay out in this month's Communications of the ACM (@TheOfficialACM):🎉 "Life Lessons from the First Half-Century of My Career Sharing 16 life lessons, and nine magic words." I saw an…
Rafa, one post is not enough to express the respect I have for you and what you have done for our sport. You have inspired millions of children to start playing tennis and I think that’s probably greatest achievement anyone can wish for. Your tenacity, dedication, fighting spirit…
👋🏻✨ Leo Messi on Andrés Iniesta: “One of the teammates with the most magic and one of those I enjoyed playing with the most”. “The ball is going to miss you, and so will all of us”. “I wish you the best always, you’re a phenomenon”.
Fascinating article on the person, the company, and the future of warfare.
The video of our #PyTorchConf talk on "What's new in torch.export?" is now up! youtube.com/watch?v=ap1TOf…
Thanks for the tremendous interest in torch.export yesterday! Loved all the questions and chatting with so many others after the talk. Something good is brewing here!
"How to train a model on 10k H100 GPUs?" has now been immortalized on my blog: soumith.ch/blog/2024-10-0…
There's three parts. 1. Fitting as large of a network and as large of a batch-size as possible onto the 10k/100k/1m H100s -- parallelizing and using memory-saving tricks. 2. Communicating state between these GPUs as quickly as possible 3. Recovering from failures (hardware,…
<3
Happy to share that I did a lot of bfloat16 enablement work in ExecuTorch and TorchChat recently, and as a result you should be able to run llama3.2 1B and 3B in bfloat16! As always, you can follow along on GitHub: github.com/pytorch/execut… github.com/pytorch/torchc…
I'll be involved in two more cool talks today (back to back actually)! 1. Some cool new activation checkpointing APIs in PyTorch (w/ Jeffrey Wan), giving you lots of control over memory vs. throughput tradeoffs. sched.co/1fHmo 2. FlexAttention! (I presume most people…
Thanks for the tremendous interest in torch.export yesterday! Loved all the questions and chatting with so many others after the talk. Something good is brewing here!
torch.export combines with AoTInductor / ExecuTorch in #PyTorchConf keynote on LLM deployment!
I’ll be talking about “What’s new in torch.export?” today at #PyTorchConf at 11:10 (Festival Pavilion Breakout Room A). Hope to see you there, and hit me up if you want to chat!
I’ll be talking about “What’s new in torch.export?” today at #PyTorchConf at 11:10 (Festival Pavilion Breakout Room A). Hope to see you there, and hit me up if you want to chat!
Like human pros do in chess, soon IMO teams will probably also practice using AI assistants.
Google DeepMind have produced a program that in a certain sense has achieved a silver-medal peformance at this year's International Mathematical Olympiad. 🧵 deepmind.google/discover/blog/…
Introducing Deduce, a proof checker for teaching proofs of correctness of functional programs: github.com/jsiek/deduce Deduce is in currently in development, but it can already handle its primary use cases, which are proofs about lists and trees.
Off to San Diego to do a PyTorch tutorial at ASPLOS! Hit me up if you’re attending and want to talk about compiler stuff, a bunch of people in the team are also going to be there. pytorch.org/blog/pytorch-2…
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