thankyou @wezzo!

I had a similar issue with parallel execution. The solution posted above worked as a charm.

After converting to exe, main was called as many times the workers I had defined.

What worked for me is calling : 'freeze_support()'
right after 'main'

from multiprocessing import Process, freeze_support

if __name__ == "__main__":
    freeze_support()