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Problem: amd64 runners using OpenMPI were failing with messages like
the following:
```
There are not enough slots available in the system to satisfy the 4
slots that were requested by the application
```
The problem seems to be the GitHub Runners do not have many
resources.
As a workaround, add an option to oversubscribe resources.
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