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Proposed solution following the discussion in

Recap

It seems that both MPICH and INTELMPI have oversubscription on by default.
The only one that needs extra settings is OpenMPI which has 2 possible configs depending on the version

https://docs.open-mpi.org/en/main/mca.html#mca-parameter-changes-between-open-mpi-4-x-and-5-x

The proposed changes detect the current value of the environment variable (if set) and attempt to respect/update it if possible, or overwrite it otherwise.

@Crivella Crivella linked an issue Sep 10, 2025 that may be closed by this pull request
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Possibly enabling oversubscribe/cpu-pinning in framework
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