Conclusions:
- The overhead is somewhat random
- The overhead doesn't seem to depend on the number of cores used on the same node
- Finally, the overhead can be anywhere between 0.5 and 4 seconds
Next I'm going to try and see if the overhead stays the same while the program run time increases.

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