Encounter error of 'The numpy.ndarray object is not aligned.' on my mixture model

This is a bug that recently got fixed (it is related to joblib cannot handle large array): https://github.com/pymc-devs/pymc3/pull/2872

If you upgrade pymc3 to master, it should resolve the issue.