We held a Helion tutorial at the PLDI conference (Writing Performance-Portable Kernels Simplified with Helion (PLDI 2026 - PLDI Tutorials) - PLDI 2026) introducing the language, its underlying motivation, overall design architecture, and various use cases. We talked about the compiler architecture and how it integrates with TorchInductor, gave a deep dive into Helion’s autotuning where attendees could run autotuning live in a Python notebook, and gave a sneak peek on our latest work on the CuteDSL backend. Let me know if you are interested in the materials!
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