ENH: enable RunsOn with custom ami #451
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This PR migrates GitHub Actions to use the new RunsOn service.
The change are:
Due to conflicts between
torchandjaxsoftware, we are installing the nightlytorchstack (thanks @HumphreyYang) this is working well with CUDA=12.9 and doesn't downgrade CUDANN below 9.8 which is required by JAX.jax,torch,pryo-pplandnumpyroinstalls as these are hardware dependent and need to be maintained carefully. Add the lecture notice on GPU instead. (Tracking with [GPU] disable install of GPU related software + add standard GPU admonition #452 and will do in a separate PR)