Solved by hjweide in post #2 
              
              
                For anyone else coming across this post, it turns out CUDA 9.1 doesn’t support Ubuntu 14.04: 
http://docs.nvidia.com/cuda/cuda-installation-guide-linux/index.html#system-requirements 
Everything works with CUDA 8.0 and NVIDIA 375.26.