Add typing for utilities/memory.py

[DuYicong515]

What does this PR do?

Part of Fixes for #7037, #5023.

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

None

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cc @ananthsub

[ananthsub]

Thanks for working on this!