chore(deps): update docker.io/nvidia/cuda docker tag to v12.8.0

[renovate]

This PR contains the following updates:

Package	Type	Update	Change
docker.io/nvidia/cuda	final	minor	12.6.0-runtime-ubi9 -> 12.8.0-runtime-ubi9
docker.io/nvidia/cuda	stage	minor	12.6.0-devel-ubi9 -> 12.8.0-devel-ubi9

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This PR was generated by Mend Renovate. View the repository job log.

Summary by Sourcery

Build:

• Updates the base CUDA image for both the build and runtime stages to version 12.8.0.

[sourcery-ai]

Reviewer's Guide by Sourcery

This PR updates the CUDA base images in the Containerfile to version 12.8.0. This includes updating both the devel and runtime images.

No diagrams generated as the changes look simple and do not need a visual representation.

File-Level Changes

Change	Details	Files
Update the base Docker images for CUDA to version 12.8.0.	Update the builder image from 12.6.0-devel-ubi9 to 12.8.0-devel-ubi9. Update the runtime image from 12.6.0-runtime-ubi9 to 12.8.0-runtime-ubi9.	container-images/cuda/Containerfile

Possibly linked issues

• Define Environment variables to use #861: The PR updates CUDA, which is listed as a dependency in the issue, and is listed as an open update in the issue.

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[sourcery-ai]

We have skipped reviewing this pull request. It seems to have been created by a bot (hey, renovate[bot]!). We assume it knows what it's doing!

[ericcurtin]

Delaying this until we have more compatibility with 12.8 in distros

[renovate]

Renovate Ignore Notification

Because you closed this PR without merging, Renovate will ignore this update (12.8.0-runtime-ubi9). You will get a PR once a newer version is released. To ignore this dependency forever, add it to the ignoreDeps array of your Renovate config.

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