How to obtain the optimal parameters, such as p, p_r, p_ms

[Zy-Zhang]

Thank you so much for sharing the code of your interesting and great work. I've noticed in the experimental setup part, you mentioned you searched for the optimal parameters on R-Oxford5k. Does that mean, you use R-Oxford5k as the validation set to choose the optimal parameters for training?