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AI-as-compiler approach claims speedups over Triton baselines on B200
A post describes a model that translates source code such as Triton directly into low-level assembly such as PTX, with a verifier checking functional correctness, race conditions and deadlocks.
TLDR
The post describes an AI-as-compiler approach that uses a model to translate source code directly into low-level assembly, without manually constructed layers of IR and DSLs. It says a verifier uses symbolic or numeric analysis to check functional correctness and properties such as race conditions and deadlocks. The post reports speedups over Triton baselines on B200 of 1.37x for FlashAttention and 1.10x for Mamba2 state forward.
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