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Torchvision crashes Slicer on Ubuntu #24

Description

@shai-ikko

Opening this issue following the advice of @pieper :

I installed the automatic version of pytorch using the extension. Installation completed successfully, and then Slicer crashed.

Now if I open Slicer and try to open the PyTorch module, Slicer crashes.

In the Python console, I can import torch, and it says cuda is available. If I import torchvision, Slicer crashes.

In the commandline PythonSlicer, I can import both torch and torchvsion, there seems to be no problem.

Python 3.12.10 (main, Jul 15 2026, 15:05:10) [GCC 14.2.1 20250110 (Red Hat 14.2.1-7)] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import torchvision
>>> torchvision.__version__
'0.28.0+cu130'
>>> torchvision.version.cuda
13000
>>> torchvision.version.git_version
'8fb87713a24951e639c494b0f2a8a81b5f8e33a6'

The issue may be related to #19 and dalcalab/SlicerMultiverSeg#34 -- at least, I do see the same wheel versions,

$ cat Slicer-5.12.2-linux-amd64/lib/Python/lib/python3.12/site-packages/torchvision-0.28.0+cu130.dist-info/WHEEL 
Wheel-Version: 1.0
Generator: setuptools (72.1.0)
Root-Is-Purelib: false
Tag: cp312-cp312-manylinux_2_28_x86_64
$ cat Slicer-5.12.2-linux-amd64/lib/Python/lib/python3.12/site-packages/torch-2.13.0+cu130.dist-info/WHEEL 
Wheel-Version: 1.0
Generator: setuptools (81.0.0)
Root-Is-Purelib: false
Tag: cp312-cp312-manylinux_2_28_x86_64

Ubuntu 22.04, and as you can see from the above, Slicer 5.12.2, cuda 13.0

Thu Jul 23 11:52:04 2026       
+-----------------------------------------------------------------------------------------+
| NVIDIA-SMI 580.173.02             Driver Version: 580.173.02     CUDA Version: 13.0     |
+-----------------------------------------+------------------------+----------------------+
| GPU  Name                 Persistence-M | Bus-Id          Disp.A | Volatile Uncorr. ECC |
| Fan  Temp   Perf          Pwr:Usage/Cap |           Memory-Usage | GPU-Util  Compute M. |
|                                         |                        |               MIG M. |
|=========================================+========================+======================|
|   0  NVIDIA GeForce RTX 3080 ...    Off |   00000000:01:00.0 Off |                  N/A |
| N/A   42C    P8             12W /  115W |      18MiB /  16384MiB |      0%      Default |
|                                         |                        |                  N/A |
+-----------------------------------------+------------------------+----------------------+

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