MULTI-OBJECTIVE NEURAL ARCHITECTURE SEARCH FRAMEWORK

    公开(公告)号:US20240176986A1

    公开(公告)日:2024-05-30

    申请号:US18114658

    申请日:2023-02-27

    CPC classification number: G06N3/0442 G06N3/086 G06N3/092

    Abstract: A system and a method are disclosed for performing a neural architecture search. The method includes sampling a discrete network search space a first time, determining a differential architecture network sampled from a super-network using continuous relaxation of the discrete network search space over operators in the super-network, calculating a reward based on a proxy accuracy or a proxy complexity of the differential architecture network, updating a distribution of the discrete network search space based on the reward, and determining an updated differential architecture network based on the reward.

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