Yuka Ikarashi
2K posts

Yuka Ikarashi
@c20
PhD candidate @MIT CSAIL / Trying to make things work / 🇯🇵→@00_
Cambridge, MA เข้าร่วม Şubat 2013
652 กำลังติดตาม3.2K ผู้ติดตาม

@cHHillee Oh no I learned about the movie after finishing the book. I bought it a few years ago but it was rotting in my shelf
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Wow thanks for the shout out!
Yaron (Ron) Minsky@yminsky
I should say, there are research projects in this space that I think are compelling. Exo is cool! It's from the researchers who did Halide, an influential PL aimed at graphics. The exo folk are looking to update the approach for modern GPUs. exo-lang.dev
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Yuka Ikarashi รีทวีตแล้ว

Dave Patterson’s op-ed is a great overview on how taxpayer-funded research built the backbone of modern tech: RISC, RAID, cloud, ... the list goes on. Encourage your representatives to fully fund the NSF and CISE!
thehill.com/opinion/techno…
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I'm giving a talk at GPU mode tomorrow. Feel free to join the livestream:
youtube.com/live/J58AdFTHp…

YouTube
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Yuka Ikarashi รีทวีตแล้ว

@disconcision Welp almost everyone will graduate by the year 2028 🤷♀️
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Here is the workshop schedule. We have exciting speakers presenting their papers published at ASPLOS, OOPSLA, ICFP, PLDI, and so on.
plr.csail.mit.edu
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@GPU_MODE I cannot DM you for some reason (maybe we have to mutually follow?) I followed you so can you try DMing me?
If that doesn't work, my email is "yuka at csail.mit.edu"
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Exo 2 news is out!
MIT CSAIL@MIT_CSAIL
A new programming language from MIT could enable high-performance coding that can compete w/state-of-the-art libraries w/a few hundred lines of code, instead of tens or hundreds of thousands. Called "Exo 2," the approach enables reusable scheduling libraries external to compilers: bit.ly/3XMK2Nq
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@GPU_MODE We're actively working on the Exo GPU backend and I won't be able to talk about GPUs, so the talk will be around vector machines and (non-gpu) tensor accelerators. I'll be interested in giving a talk if that's okay with you.
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@c20 up on HN again: news.ycombinator.com/item?id=433626…
it's catching people's imaginations :)
the question in the thread about why normal compilers can't automatically do the optimizations somebody would express in Exo seems pretty interesting
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@tikhonjelvis abstraction in the scheduling library. And yes I think this approach is applicable beyond dense linear algebra, and we're working on it!
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@tikhonjelvis Exo is "low-level" compared to other user schedulable languages like Halide, and that's its core strength! Exo offers fine-grained control for peak performance, and provide automation via the implementation of libraries. We showed in the paper that Exo could recover Halide-level
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@tikhonjelvis also is not general (by definition) so it's not a silver bullet
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@tikhonjelvis For dense linear algebra-like kernels, optimizations are usually structural and are agnostic to input data and runtime information. Knowing parameters like tensor shapes certainly makes the optimization easier and more efficient, but specialization increases the binary size and
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