Nasty cuDNN bug on my Ubuntu 16.04 home rig

Many thanks for the tips to @shushi2000 and @rteja1113.
I ended up upgrading to Python 3.6 and Keras 2.0 for Part#2 and used updated notebooks from @Robi .

So far so good.

Eric

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