Over-subscription of CPU resources
https://joblib.readthedocs.io/en/latest/parallel.html#avoiding-over-subscription-of-cpu-ressources
Here's a complete list of environmental variables that we might want to control when submitting a job.
Ideally we should define these before any python import, so the best place is when calling singularity in the bash script.