How to use the CUDA to big-sleep?

I try to use my ubuntu machine to run big-sleep. It installs cuda. Big-sleep is also running normally, but during the running process, the performance of my GPU is not used, and the CPU usage reaches 100%. For a 512*512 image, I need to train for 6 hours, which is too long.