How to get the optimal values of hyperparameters?

Hello and thanks for your very valuable article:
In the Bayesian optimization article and in the Application section, where optimization is used to obtain the optimal values of the hyperparameters, how can we access the optimal values obtained for the hyperparameters?
Thanks for your guidance.