[4031432345] Upstream Reporter: Lalatendu Mohanty
Upstream issue status: Open
Upstream description:

Notebooks declares `tensorflow-rocm` as a direct URL dependency pointing at a specific wheel on `repo.radeon.com`, locked to a single ROCm version (6.4), architecture (x86_64), and Python version (cp312). This cannot work on AIPCC unchanged.

```
tensorflow-rocm @ https://repo.radeon.com/rocm/manylinux/rocm-rel-6.4/tensorflow_rocm-2.18.1-cp312-cp312-manylinux_2_28_x86_64.whl
```

Base-containers ROCm images (when added) should set `UV_EXTRA_INDEX_URL` or equivalent to point at the ROCm package repository, so consumers can declare `tensorflow-rocm~=2.18.0` as a normal version-pinned dependency and have it resolve from the index configured by the base image.

*What to do:*

• Configure ROCm base images with the ROCm package index URL via environment variable
• Consumers replace direct URL dependencies with plain version pins

*Affected consumer files:*

• `jupyter/rocm/tensorflow/ubi9-python-3.12/pyproject.toml`
• `runtimes/rocm-tensorflow/ubi9-python-3.12/pyproject.toml`

Parent: #77