Cannot initialize CUDA even if nvidia-smi detected

[fri-K]

CUDA can't be properly initialized if cuda-compat on host and docker mismatches. Removing cuda-compat-11-2 package fixes the issue

Issue discussion:
https://community.opendronemap.org/t/opendronemap-nodeodm-gpu-nvidia-smi-detected-cannot-initialize-cuda/21124
log:

[INFO] nvidia-smi detected
[INFO] Using CPU for feature extraction: Cannot initialize CUDA

[pierotofy]

Thanks for the PR. Is this going to break for people using 11.2?

[fri-K]

Thanks for the PR. Is this going to break for people using 11.2?

Hi, I hope not, but I tested it with 12.2, 12.4 and 12.6. I think I can test it with 11.2 in some days if you need me to?

[pierotofy]

Pinging @ehallein to see what testing should be done here.

[ehallein]

Yep, will need to be tested on 11.2 if we want have that as the minimum requirement. What host operating system has this been tested on?

[fri-K]

I tested on Ubuntu 22.04 and 24.04. I don't know what OS was cjgars using for his test

[ehallein]

I tested on Ubuntu 22.04 and 24.04. I don't know what OS was cjgars using for his test

Probably just needs to be tested on windows. If the GPU container is building I can test it, but won't be able to for a week as away.

[ehallein]

built docker image and tested Aukerman dataset on windows 11 with an RTX 3070, GPU was detected and everything worked