A question about hyperparameters

Dear developer:

If we set gp_hypers = {'lik': -2.0, 'cov': [[-0.7], [0.0]]} for Gaussian process, will the three hyperpatameters be constant during the training process? Or length-scale, signal std dev and noise variance will change along with the training process? Thanks!