We are using Caffe and TensorFlow within our team, so I tried to install Caffe from the first day of work.

The process was terrible, so I take some notes to remind myself to avoid similar problems in the future.

1. Do not use Ubuntu 14.04, Caffe works better on Ubuntu 16.04 or higher version.
2. Do not use Caffe with Anaconda / Miniconda. A lot of chaos there.