AutoPPA learns generalizable PPA optimization rules automatically via contrastive abstraction from diverse code pairs and applies them through adaptive search, outperforming manual methods and prior tools SymRTLO and RTLRewriter.
Advances in Neural Information Processing Systems36(2024)
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AutoPPA: Automated Circuit PPA Optimization via Contrastive Code-based Rule Library Learning
AutoPPA learns generalizable PPA optimization rules automatically via contrastive abstraction from diverse code pairs and applies them through adaptive search, outperforming manual methods and prior tools SymRTLO and RTLRewriter.