Update CUDA on Lambda Cloud

I rarely need multiple GPUs, so Lambda Cloud offer seems very good. But there’s old pytorch (0.41) and Cuda (9.x). While I can build my python environment fast, updating cuda to 10.1 seems complicated (a lot of package errors, in the end only one GPU was visible) . Is there a fast way to do it, like bash script, and are there any plans to update cloud instances?

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I can’t even figure out how to install the latest nvidia drivers. I have enabled the graphics-drivers PPA for xenial, but for some reason, the nvidia-graphics-drivers-### packages don’t show up in apt / aptitude.

I guess you need to download the installer from Nvidia?

I’ve updated my cloud instance by the following steps: