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So click baity. A proper title would be, be careful when using random numbers and multi processing...

My initial reaction was, “it can’t possibly be as big as the mistake you’re making if you’re using TensorFlow!”

Certainly if you use it without understanding how to use a random number generator... but that is not really a fault in numpy OR TensorFlow...