Hi everyone, We need to build a GPU compute box (thinking GeForce GTX Titan Black[$1000] as the GPU) for training Convolutional Neural Networks and building services on top of the trained model. What would be the most cost effective way to colo such a server? Hurricane Electric told us a 2U rack space (100mbit and 750W) would cost us $700/month and I find that a little too expensive.(they are saying that we would rent a whole cabinet for the same price since their main cost is going to be our power usage and not bandwidth etc)

I am also thinking of building the box on my own and putting it in our office in SF (which has a static ip and 50mbit unlimited internet) but that'd probably violate the TOS - and even if it doesn't I am not sure if the internet connection would be stable enough to operate such a service from (though it doesn't necessarily need to be real-real-time -- we just the box to consume our job queue and a 1 minute delay would be acceptable there)

What are your thoughts on this? Do we really have to come to terms with having to pay $700+/mo for this?

(somehow arranging this for ~$300/mo would be amazing)