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Linux Standalone player can not find GPU

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I am trying to run a Unity game through the command line on a Ubuntu 14.04 server. I build the game as headless as I've read that it is used to run a game without displaying anything, but still being able to render texture and such. See http://answers.unity3d.com/questions/688500/what-does-the-headless-build-option-do.html When inspecting the Player.log file, it says "Forcing GfxDevice: Null", but I have two dedicated GPUs installed (2x Titan X). How can i get the game to detect one or both of these GPUs? I use the game to train a neural network using the pixel data as pixels, which is why I don't need the see anything, but I do need to be able to project the camera onto a render texture to grab the pixel data.

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