The silent crash sounds like the Conda NumPy bug caused by a missing OpenMP 
library. If you run your PyInstaller built application from an Anaconda 
prompt it is able to use the original copy from your Conda installation so 
you don’t realise it’s broken until you either run from plain command 
prompt (deactivating the virtual environment is not enough) or try running 
it on another machine. Also the OpenMP library is quite common so some 
computers may have it anyway - making it even harder to diagnose.

The solution is either to install NumPy with pip or install PyInstaller 
from Github which has a fix for it which isn’t yet released. 

pip install https://github.com/pyinstaller/pyinstaller/archive/develop.zip

Using pip’s NumPy and matplotlib should also help reduce the size. In 
either case, make sure you add --clean next time you run PyInstaller.

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