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They won't be cheap. Especially considering they need to comply with nvidia's licencing (you can't use nvidia consumer GPUs in a DC for anything non-mining, strictly legally speaking).
If you want to go the hobby route, buy a cheap GPU and colo a box somewhere with breadracks or something. But you can't sell access to this or run a business off it or whatever without legal risk.
As far as I can tell my GPUs use more power than the entire rest of the machine combined.
Thanks for the advice! This was our first dip into 3d servers. A lot of lessons learned.
Got an integrated headless AMD APU "KABINI" HD 8400 3d accelerating. I have a way back for this and I'll be sharing my findings for anyone who wants to do the same.
I put together a guide here on how to get the APU to accelerate: https://github.com/shamilovtim/3D-Accelerate-internal-GPU-or-APU-on-Linux.
The CPU on this server turned out to not have enough juice for us so we're moving to a different box with higher single threaded performance.
Thanks for posting that! I'm glad you got it working even if it wasn't fast enough. The Ryzen APU graphics should be a lot faster and I hope someone offers those chips in servers:
https://www.anandtech.com/show/12425/marrying-vega-and-zen-the-amd-ryzen-5-2400g-review