About the required hardware resources for training

[Youtheasth]

In this implementation, for the LOL dataset, it writes "training on 8 GPUs". I'm asking what's the GPU? And how long it takes for training?
Because I want to train it on my own dataset and find that it runs slow using my 3090. Thank you.