Initialization delays are caused by your antivirus scanning each binary as 
it's loaded in. Conda's distribution of NumPy  contains 500MB of binaries 
so can take ages to scan. Your options are:

   - Don't use onefile mode. This way it'll be scanned the first time you 
   run but never again (unless you compile again).
   - Use regular NumPy from PyPI. This is only 30MB so takes just a few 
   seconds.
   - Turn off your antivirus.

Personally I'd recommend you do all three.

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