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- W3159108889 abstract "Logic optimization is an NP-hard problem commonly approached through hand-engineered heuristics. We propose to combine graph convolutional networks with reinforcement learning and a novel, scalable node embedding method to learn which local transforms should be applied to the logic graph. We show that this method achieves a similar size reduction as ABC on smaller circuits and outperforms it by 1.5-1.75x on larger random graphs." @default.
- W3159108889 created "2021-05-10" @default.
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- W3159108889 date "2021-05-04" @default.
- W3159108889 modified "2023-09-27" @default.
- W3159108889 title "Reinforcement Learning for Scalable Logic Optimization with Graph Neural Networks." @default.
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