Update CUDA on Lambda Cloud

ilazarevsky · March 15, 2020, 5:02pm

Hello!
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?

tinydav · June 3, 2020, 8:26pm

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?

terminalkitten · August 18, 2020, 10:28pm

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

gist.github.com

https://gist.github.com/terminalkitten/56a712bc7ca2d9e3d0a6e23a34137957

upgrade_driver.sh

sudo add-apt-repository ppa:graphics-drivers/ppa
sudo apt-get update

sudo systemctl stop nvidia-persistenced

sudo apt remove -y --allow-change-held-packages libcuda1-384 nvidia-384

sudo apt-get purge nvidia-*

sudo apt install nvidia-418

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Update CUDA on Lambda Cloud

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