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Note that Automatic1111 is, by default, set up to run in a venv -- a sort of little isolated Python install -- so it won't smack into the system packages, at any rate.
I think that the current version of Automatic1111 -- I'm running off the dev branch -- also pulled down the appropriate ROCm pytorch that AMD wants into its little venv, but I'm pretty sure that I recall needing to manually install that some months back, on an older version of Automatic1111. Other than that, I don't think that I had to do anything significant with Python packages; there's just a script that one runs to launch the package, and it also automatically downloads anything it needs the first time.
It does, but since I'm running inside a container, I disable that behavior, and run it as a user package. Some extensions also require additional libraries, but they don't pull the correct ROCm dependencies and I have to modify part of the install scripts to manually define the correct versions.
The main webui code is excellent, even if sometimes the documention is out of step because of how fast everything moves. Its the extensions that are not always to the same level of quality that make fiddling with python dependencies a bit of extra work.