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by superlopuh
504 days ago
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I know of a few projects looking in that direction, each optimising for different things, and none getting near the capability of LLVM, which is going to take some time. I spoke with some of the core MLIR developers about this, and they're generally open to the notion, but it's going to take a lot of volunteer effort to get there, and it's not clear who the sherpa will be, especially given the major sponsors of the LLVM project aren't in a particular hurry. If you're interested in this feel free to look our paper up in a week or two, we've had a bit of trouble uploading it to arxiv but should be ready soon. https://2025.cgo.org/details/cgo-2025-papers/39/A-Multi-Leve... Here's a quick pres from the last dev meeting on how this can be leveraged to compile NNs to a RISC-V-based accelerator core: https://www.youtube.com/watch?v=RSTjn_wA16A&t=1s |
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