I wanted to try SD on my machine, but I just couldn't get CUDA to work. Mind, the the openvino based CPU implementation works just fine (pip install -r requirements.txt was sufficient) and given my CPU and GPU (a 10 core 10850k and and old 1070), there's isn't probably much to gain to switch to the GPU other than power usage.