How to use GPU based Virtual Machines on Azure!

Microsot recently (August 4, 2016) announced their Azure N-Series Virtual Machines. I was at the time evaluating options to serve deep learning models on GPUs and decided to give it a try. It was actually pretty straightforward.
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Parallel processing in python

I stopped using Python's multiprocessing module for quite some time now. But decided to blog about it only recently (not because a blog post has been long due, but because pathos definitely deserves one).
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