There is an interesting offer by Hetzner that's available for some month now. They provide a dedicated server with a GTX 1080 for ~99e/month (111$/month) with

There is an interesting offer by Hetzner that's available for some month now. They provide a dedicated server with a GTX 1080 for ~99e/month (111$/month) with adequate CPU (i7-6700), 64G Memory, 500G disk space and 50TB Traffic - there are also on-demand offerings by GCP and AWS, but I do not think they can match the offer by Hetzner: https://www.hetzner.de/us/hosting/produkte_rootserver/ex51ssd-gpu https://www.hetzner.de/us/hosting/produkte_rootserver/ex51ss.... Keep in mind that I am talking about R&D, in particular training of networks - which has lower expectations on availability than e.g. later inference. Disclosure: I am not affiliated with Hetzner and did not test it yet, but I have a ~40e dedicated machine there for occasional number crunching and everything worked so far (no availability or hardware issues). Furthermore I am not sure about the exact specifications (Memory-Size of GPU) or if there are different types of 1080s that differ significantly in Deep Learning Performance (see also: https://github.com/jcjohnson/cnn-benchmarks https://github.com/jcjohnson/cnn-benchmarks).