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

---

Configuration

📅 Schedule: Branch creation - At any time (no schedule defined), Automerge - At any time (no schedule defined).

🚦 Automerge: Disabled by config. Please merge this manually once you are satisfied.

♻ Rebasing: Never, or you tick the rebase/retry checkbox.

🔕 Ignore: Close this PR and you won't be reminded about these updates again.

---

• If you want to rebase/retry this PR, check this box

---

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

Summary by Sourcery

Enhancements:

• Update the base CUDA images to version 12.8.0, using the devel image for the builder stage and the runtime image for the final image.

[sourcery-ai]

Reviewer's Guide by Sourcery

This PR updates the CUDA base images in the Dockerfile to version 12.8.0 for both the builder and runtime stages. This ensures that the container image uses the latest CUDA version.

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

File-Level Changes

Change	Details	Files
The CUDA base images for both the builder and final stages in the Dockerfile have been updated to version 12.8.0.	Updated the builder image from docker.io/nvidia/cuda:12.6.0-devel-ubi9 to docker.io/nvidia/cuda:12.8.0-devel-ubi9. Updated the final runtime image from docker.io/nvidia/cuda:12.6.0-runtime-ubi9 to docker.io/nvidia/cuda:12.8.0-runtime-ubi9.	container-images/cuda/Containerfile

Possibly linked issues

• [WIP] Add support for kserve #877: PR updates CUDA version, addressing dependency listed in issue.

---

Tips and commands

Interacting with Sourcery

• Trigger a new review: Comment @sourcery-ai review on the pull request.
• Continue discussions: Reply directly to Sourcery's review comments.
• Generate a GitHub issue from a review comment: Ask Sourcery to create an
  issue from a review comment by replying to it. You can also reply to a
  review comment with @sourcery-ai issue to create an issue from it.
• Generate a pull request title: Write @sourcery-ai anywhere in the pull
  request title to generate a title at any time. You can also comment
  @sourcery-ai title on the pull request to (re-)generate the title at any time.
• Generate a pull request summary: Write @sourcery-ai summary anywhere in
  the pull request body to generate a PR summary at any time exactly where you
  want it. You can also comment @sourcery-ai summary on the pull request to
  (re-)generate the summary at any time.
• Generate reviewer's guide: Comment @sourcery-ai guide on the pull
  request to (re-)generate the reviewer's guide at any time.
• Resolve all Sourcery comments: Comment @sourcery-ai resolve on the
  pull request to resolve all Sourcery comments. Useful if you've already
  addressed all the comments and don't want to see them anymore.
• Dismiss all Sourcery reviews: Comment @sourcery-ai dismiss on the pull
  request to dismiss all existing Sourcery reviews. Especially useful if you
  want to start fresh with a new review - don't forget to comment
  @sourcery-ai review to trigger a new review!
• Generate a plan of action for an issue: Comment @sourcery-ai plan on
  an issue to generate a plan of action for it.

Customizing Your Experience

Access your dashboard to:

• Enable or disable review features such as the Sourcery-generated pull request
  summary, the reviewer's guide, and others.
• Change the review language.
• Add, remove or edit custom review instructions.
• Adjust other review settings.

Getting Help

• Contact our support team for questions or feedback.
• Visit our documentation for detailed guides and information.
• Keep in touch with the Sourcery team by following us on X/Twitter, LinkedIn or GitHub.

[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]

We are not ready for this, it will break users with cuda 12.6 on host.

[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.

If you accidentally closed this PR, or if you changed your mind: rename this PR to get a fresh replacement PR.