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I have encountered some questions while working with beta-crown, and I would appreciate your assistance in clarifying them.
I would like to know if it is possible to use beta-crown directly without…
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**Describe the bug**
I was delighted to see that `auto_LiRPA` can bound ConvTranspose layers out of the box, but, unfortunately, CROWN in batch mode doesn't seem to work.
**To Reproduce**
Code to…
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I seem to be running into trouble building bx.cpp, allocator.cpp, and bounds.cpp when I run `make tools-mingw-release64 MAKE_JOBS=4`
```
==== Building bx (release64) ====
allocator.cpp
bounds.cp…
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when i use a simple net for testing
```
class simpleNet(nn.Module):
def __init__(self) -> None:
super(simpleNet,self).__init__()
self.linear_input = nn.Linear(64,100)
self.relu = n…
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I have been experimenting with the alpha-beta-crown tool and encountered the following error while running it for some input data.
alpha-beta-crown) h@pillar1:~/project3/project3_2$ python /home…
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I want to use ab-crown to verify neural networks with localrobustness property with the l-1 and l-2 norms. When I do this I get "Only Linf-norm attack is supported, the pgd_order will be changed to sk…
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Hi, I figured CROWN does not support having the ReLU function as last year (it throws some error), so I thought I could add an identity Linear layer after ReLU as follows:
```
class MyModel(nn.Modul…
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Hello and thank you for this amazing tool!
I have also tried to use alpha-beta-CROWN with the same setup but had the same error in the title.
You can find the issue here: https://github.com/Veri…
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Hi there,
I tried to verify a customized model using alpha-beta-crown, but I got an error I could not figure out how to fix. I'd appreciate it if you could have a look at it.
yaml file:
```
gene…
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Hi,
I tried the following simple network to make sure I correctly understood alpha-beta-CROWN behavior.
![Untitled Diagram drawio](https://github.com/Verified-Intelligence/alpha-beta-CROWN/assets…