Make code run faster

[katiana22]

@dalixwill

We can try to find ways to make the calibration code run faster. Perhaps through parallelization?

I suggest that:

1. First we make sure that parts that need to run only once (e.g. the training part) do not run multiple times and

2. we find parts that can potentially run simultaneously.