TL;DR

With the release of Tensorflow 1.0 and the official OSX GPU package the preferred way to install Tensorflow with CUDA on Mac is now to use download directly from the Python Repository. I always advice to use the Anaconda Python distribution as your python environment.

How to install CUDA to develop for Tensorflow on a Mac

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