Preprint
Aug 2026
Uncovering the Limits of Proof Sharing for Neural Networks
This study shows that template subsumption rates can vary widely across scenarios, and presents FastCert, a novel technique for automatically distributing templates across neural network layers to increase performance impact, eschewing templates entirely if they are unlikely to produce a speedup.
Kanak Das, Shubham Ugare, B. E. Chang et al.
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