Update base for Update on "gemma3 e2e runner on cuda"

This diff introduces e2e runner for gemma3 model on cuda delegating using AOTI library, which is guarded by CI. Also other necessary infrastructure updates for building and running the `gemma3 e2e runner` on CUDA devices.

Differential Revision: [D85087532](https://our.internmc.facebook.com/intern/diff/D85087532/)

[ghstack-poisoned]

Author: Gasoonjia