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runpod/base needs a cuda 12.1.1 version #61

@yocontra

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@yocontra

The 12.1.0 container is EOL (https://gitlab.com/nvidia/container-images/cuda/blob/master/doc/support-policy.md) and will be deleted soon.

This is printed on boot:

2024-04-17T06:32:00.716216802Z *************************
2024-04-17T06:32:00.716263593Z ** DEPRECATION NOTICE! **
2024-04-17T06:32:00.716538501Z *************************
2024-04-17T06:32:00.716629960Z THIS IMAGE IS DEPRECATED and is scheduled for DELETION.
2024-04-17T06:32:00.716661327Z     https://gitlab.com/nvidia/container-images/cuda/blob/master/doc/support-policy.md

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