==Final Decision==
We decided to clone the NVIDIA [[DIGITS DevBox]]: https://developer.nvidia.com/devbox
To start with we are trying to use our existing ASUS Z10 server board, rather than switching to the Asus X99-E WS workstation class motherboard, and rather than Four TITAN X GPUs, we've got a TITAN XP and a TITAN RTX.