Now you can try defining some Dockerfile with the code you want to run on your GPU and it should work fine. Now why do we need that -security-opt=label=disable flag? Because SELinux will block your container from accessing the GPU otherwise. However, if you get some error at this point, it'll most likely be an issue with the driver (especially if you're still on the open source GPU drivers) or a cuda version mismatch. If you see something similar the the output I after running a container, your installation was successful. When asked to select a registry, select the docker.io one. hooks-dir=/usr/share/containers/oci/hooks.d/ \ podman run -rm -security-opt=label= disable \ Visit the tags section and pick the one that matches the cuda version on your host OS (check nvidia.smi output from earlier). You can find cuda images on docker hub: /r/nvidia/cuda. We can run some gpu specific code inside or, just call nvidia-smi inside a podman container. sudo sed -i 's/^#no-cgroups = false/no-cgroups = true/ ' /etc/nvidia-container-runtime/config.toml Running as a user process should be the better alternative. This isn't ideal and can open up security issues in many cases. & sudo dnf install -y nvidia-container-toolkitĬonfiguration tweaks to run rootless containersīy default the container toolkit requires that you run GPU containers as root. distribution=rhel9.0Ĭurl -s -L $distribution/nvidia-docker.repo | sudo tee /etc//nvidia-container-toolkit.repo Use the latest release of RHEL (which is now 9.x). So what you have to do here is use the release for RHEL. However, since it's compatible with RHEL, Fedora should be too. Nvidia officially provides conatiner toolkit releases for RHEL but not for Fedora. | GPU GI CI PID Type Process name GPU Memory | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr.
Podman should be installed by default but there's no harm in checking! podman -version Wait for a while (the kernel needs to run mods for the drivers) and then type reboot in the terminal and hit enter. Sudo rpm -Uvh $(rpm -E %fedora).noarch.rpm sudo rpm -Uvh $(rpm -E %fedora).noarch.rpm If you don't have it already, then run the following commands to install it. Make sure to have the non free RPM Fusion Nvidia driver installed before you start because nvidia-container-toolkit will need that driver. I'm not going into the nitty gritty details on docker vs podman but if you really want to know more you can read this article. It's been a while since Fedora has moved away from docker to podman.
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