LLVM ♥ ML at EuroLLVM 2025?

Following from Tanya’s call for workshops at EuroLLVM '25, @jdoerfert and I are trying to gauge if there would be interest in having a “LLVM :hearts: ML” half day workshop.

Briefly, the goal would be to bring together LLVM contributors and researchers that work on applying machine learning techniques to LLVM, including compiler optimizations, latency estimation, IR comprehension, code generation, or data set curation (to name a few) - to discuss their current, ongoing projects, and explore ways to better collaborate and plot pathways for integration.

We’d set it up as an unconference with 2 parts. In the first part, folks that want to propose topics or update the community on their work give a short presentation (probably ~10 min) followed by Q&A. The second part would be round tables on the topics the workshop participants choose, and notes would then be shared back on Discord.

Something worth stressing out, since it came up before: these don’t need to be stuffy presentations. The goal is to stimulate collaboration and “prime” the round table discussion with topics, so talks can range from early ideas in bleeding edge research, to shipped production.

So, if you’d be interested in participating (either presenting or attending and participating in round-tables) please drop a note on this thread by the end of January since the deadline for us to submit for this workshop (assuming interest) is Feb 1st.

Thank you!

2 Likes

This sounds really exciting! I’d be interested in attending and possibly presenting our recent understandings in ML-Driven Compiler Optimizations. Looking forward to it!

We have some updates on trace-based cost modeling for register allocation and some updates on training learned cost models for predicting basic block throughputs that would be interesting to share.

Sounds great! Sadly I can’t make it to EuroLLVM’25 :frowning: