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Hi!
Your work is so interesting! Thank you!
But is there the code written by pytorch?
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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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Talked a bit with @tacketar on Skype about this.
Currently, attempting an operation like deleting a whole directory tree does the following (roughly):
``` c
q = new_opque();
for (;;obj = tree->next(…
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```
sage: Pol. = QQ[]
sage: pol = (-28524712624242039055315336000413967778733418480863118977869865132075390079059109742198859964232127005/1451626239969468099340993140755597642170368*n^85 + 10612905…
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**Describe the bug**
I am trying to replicate a Weibull distribution with a Neural Network. This requires taking the Neural Network outputs, $\lambda$ and $k$ and raising $\lambda$ to the power of $k…
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I am experiencing an issue when attempting to apply auto_LiRPA to a standard Vision Transformer architecture inspired on the lucidrains implementation available at: https://github.com/lucidrains/vit-p…
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**Describe the bug**
I have found that depending on the configuration of the `nn.Module` being analyzed, the computation time of `compute_bounds` using the `backward` method increases exponentially w…
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Hi, I am using alpha-beta-CROWN to certify a model, called CNN7, on CIFAR10 dataset. However, I met "CUDA out of memory error":
```
torch.cuda.OutOfMemoryError: CUDA out of memory. Tried to alloca…
41968 updated
5 months ago
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Dear authors,
Congratulations on the publication!
As noted in the appendix F.2 and the comment below
https://github.com/alessandrodepalma/expressive-losses/blob/99656729c3dfd385e62eb9c171628a02…
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**Describe the bug**
Computing bounds of the Heaviside function using IBP fails.
**To Reproduce**
```python
>>> import torch
>>> from torch import nn
>>> from auto_LiRPA import BoundedModule…