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Local Lipschitz constant on customized Pytorch network #3

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yifei-liu-stat opened this issue Dec 6, 2021 · 2 comments
Open

Local Lipschitz constant on customized Pytorch network #3

yifei-liu-stat opened this issue Dec 6, 2021 · 2 comments

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@yifei-liu-stat
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Hello,

With this repo, is there an easy way to get the local Lipschitz constant of a customized Pytorch CNN on a given image, using the RecurJac method? Thanks.

@huanzhang12
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@TrueRealEason Thank you for the question! We are currently working on integrating RecurJac into our alpha-beta-CROWN neural network verifier. We hope to finish this integration within a few months. I will keep you posted on this. Thanks!

@yifei-liu-stat
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@huanzhang12 That's great, looking forward to it!

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