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Verified-Intelligence / auto_LiRPA

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs
https://arxiv.org/pdf/2002.12920
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conv_3d #24

Open miaoxiaodaiblack opened 2 years ago

miaoxiaodaiblack commented 2 years ago

Hello,

I am wondering if the library provides access to bounds of models like C3D?

Thanks, Zoeyu

huanzhang12 commented 2 years ago

@miaoxiaodaiblack At this time we do not support conv_3d directly. Technically, to support a new operation, you will just need to provide bound propagation primitives for your new operation following a similar manner as other operations: https://github.com/KaidiXu/auto_LiRPA/tree/master/auto_LiRPA/operators You can also provide us a simple example of the model you want to run, which we can take a look and see how easily it can be supported.

miaoxiaodaiblack commented 2 years ago

Thank you for your kind reply!

And there are the code and model of C3D in the following link. Please have a look. Thank you again!

链接：https://pan.baidu.com/s/1pi9QzO0GFQml9bkFTGzucQ?pwd=e1f4 提取码：e1f4