Threading support for legacy loading of checkpoints

[krshrimali]

What does this PR do?

Fixes #12557.

Does your PR introduce any breaking changes? If yes, please list them.

None

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[krshrimali]

Update: working on adding tests for this PR, and then it should be ready for review. :)

[awaelchli]

great fix!
thanks for incorporating my suggestion!