#treesitter grammar for #MLIR just landed in the #LLVM repository! https://github.com/llvm/llvm-project/tree/main/mlir/utils/tree-sitter-mlir
OpenXLA is an open source ML compiler ecosystem which aims at bridging ML frameworks to diverse hardware: https://opensource.googleblog.com/2023/03/openxla-is-ready-to-accelerate-and-simplify-ml-development.html
#ai #ml #pytorch #tensorflow #jax #xla #mlir #foss
If there’s one thing I’ve learnt by writing a tree-sitter grammar for #MLIR, it is that MLIR is quite a mess. Makes me wonder if the project will gain traction outside its existing users.
A blog post by Google Research reflects on recent ML and computer systems work.
https://ai.googleblog.com/2023/02/google-research-2022-beyond-ml-computer.html
Trains spotted at Lindau-Reutin #MLIR:
- SBB RABe 503 serving as EuroCity / EuroCity-Express
- DBAG class 425 serving as InterRegio-Express
- DBAG class 612 / Bombardier RegioSwinger serving as RegionalExpress
- DBAG class 1428 / Stadler FLIRT 3 serving as RegionalExpress
- ÖBB class 4024 / Bombardier TALENT serving as Regional Express
Uuuugh, trains from three countries. That's sooo uwu 🥺👉👈. And still I knew all classes by heart 🥰.
Na es wird ja doch noch: Ankunft in #MLIR mit +4, Abfahrt mit +3, und gleich wieder ohne Maskenpflicht. #DS100 #interrail @ril100
The program and schedule for the #fosdem 2023 #llvm devroom has been published! See https://fosdem.org/2023/schedule/track/llvm/
Presentation topics include #sycl, #compiler-rt, reducing global state, #mlir, experience of a downstream project tracking newer LLVM versions, #c2, #flang, and C/C++ embedded toolchains.
#fosdem #llvm #sycl #compiler #mlir #c2 #flang
Currently reading: the Linalg dialect of #MLIR. Some of the optimization pieces are in place, but it's not yet up to a full-featured integer linear programming (ILP) solver. https://mlir.llvm.org/docs/Dialects/Linalg
Giving a brief status update on the sparse compiler in MLIR during the 2022 LLVM Developers' Meeting.
#MLIR #llvm #llvmdev2022
Here’s my #introduction.
At AMD, I lead a small team focused on high-performance 3D Graphics and #machinelearning.
I’m interested in Neural Radiance Fields, real-time super-resolution, generative models like #stablediffusion and text->3D, #gamedev, etc.
We rely on open-source software like #julialang, #pytorch, #fastai, #mlir, IREE, etc.
I live near Toronto with my wife and 2 kids.
#Introduction #machinelearning #StableDiffusion #gamedev #julialang #pytorch #fastai #mlir