Update the CUDA runtime to 13.1.1

[kkraus14]

Description

Updates the statically linked CUDA runtime to 13.1.1

I used https://github.com/NVIDIA/cuda-python/pull/1131 as a template for this.

Checklist

• [x] New or existing tests cover these changes.
• [x] The documentation is up to date with these changes.

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[rwgk]

What is our policy for consistency between

• the files currently touched by this PR (@ commit e99ec4976df39fe13e745175fe0f0492399520f3)
• cython-gen generated files
• cybind generated files ?

I used #1131 as a template for this.

1131 had cybind changes, but not cython-gen. Divergence makes it a more challenging to reason about the state of main (when working on other upgrades).

[kkraus14]

Woops, I had thought I left a comment, but when I created this PR there was not yet updated pip / conda packages and I was waiting for them to be published before updating the codegen and pushing that update to this PR. Will mark this as draft for the time being.

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[leofang]

/ok to test 4b77378

[leofang]

btw @mdboom could you handle the NVML binding updates? I think ToT cybind has a few things missing from your WIP branch, so when I regenerate I undo some of your recent fixes.

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[kkraus14]

@leofang is there any changes to the driver / runtime / nvrtc generated code that needs to be added here?

[leofang]

is there any changes to the driver / runtime / nvrtc generated code that needs to be added here?

See https://github.com/NVIDIA/cuda-python/pull/1468#discussion_r2718898928 🙂

[leofang]

btw @mdboom could you handle the NVML binding updates? I think ToT cybind has a few things missing from your WIP branch, so when I regenerate I undo some of your recent fixes.

Mike has updated the internal config and I've pushed commit 90d5b2a to refresh the bindings. It's all doc-only changes.

[leofang]

/ok to test 90d5b2a

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