I would like to put together my dream machine for experimenting with deep neural networks accelerated via all those lovely CUDA cores. What hardware configuration is recommended for this? I've had so many hardware incompatibilities in the past; hopefully, starting out with the right system will be a good start.
Has anyone got this stuff all up and running on an Ubuntu 14.04 system, using Anaconda, with up to date hardware? What would you recommend?
I'm thinking of an NVIDIA Titan or a GTX 980, as a second GPU. I thought it would be best to have one GPU for graphics and another for deep neural networks.
What motherboard do you recommend? What CPU? How many CPU cores? Anything else?! THANKS! :-)