I have to train deep learning models on videos that require time consuming augmentations.
I found that most of the training and testing time is related to the preprocessing on the CPU.
Currently, I have Intel 10700k processor. I use Nvidia RTX 3080 GPU for training and testing with pytorch.
My question is:
If I switch to using AMD processor does that affect pytorch in any way?
Can I train on Nvidia GPU while using AMD processor for the videos augmentations?