I ran the notebook on my laptop and got the advertised sampling time. Assuming no copy-paste errors, I’m still suspecting that your BLAS installation isn’t correct. Did you install pymc using the recommended way? Could you try to run python -m pytensor.misc.check_blas in a terminal and check that the blas__ldflags line is not empy, as in this case?