Im pretty new to PyTorch and using GPUs in my data science projects and I’m trying to learn as much I can!
Im confused why when I check my GPU’s information with nvidia-smi it shows a CUDA version of 11.4 but when I run my model for training it gives me an error saying my Quandro K4200 GPU only has a CUDA capability of 3.0 which is too old for PyTorch to run. Any idea on why I see this discrepancy? And is it possible for me to access the CUDA 11.4 that my system says it has?
Thanks for your help!
(the error I get)
Found GPU1 Quadro K4200 which is of cuda capability 3.0.
PyTorch no longer supports this GPU because it is too old.
The minimum cuda capability supported by this library is 3.7.