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Someone once said the most fruitful research in AI is making models scale to larger compute/data. I think the same could become true for compilers, and I think
by pvillano 2y ago
Someone once said the most fruitful research in AI is making models scale to larger compute/data.
I think the same could become true for compilers, and I think equality saturation is the key. AI + equality saturation could scale the optimization of a single program to an entire data center
- namibj 2y agoHappy to collaborate towards such.
- algo_trader 2y agoI feel there is only so much you can squeeze out of a compiler IMHO we need to accept profile-based compiling or dynamic JIT to keep making progress on performance EDIT: of course there is still lots of low hanging fruit for exploiting specific instruction sets or memory architectures