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Newer software is being compiled against CUDA 10.2. But some software I need to use requires CUDA 10.1 specifically. Well, my Ubuntu 18.04 box had CUDA 9.1. Lets walk through how to get your system upgraded from CUDA 9.1 to 10.1.