Fix deadlocks for distributed training for RichProgressBar

[kaushikb11]

What does this PR do?

Fixes #10362

Fixes were initially part of #9647 with @SeanNaren's efforts
Follow up PR would be to updating the refresh rate and add typing for RichProgress which is missing rn.

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[tchaton]

LGTM !

[SeanNaren]

As discussed offline, we need to validate that this works with users and try to get a test to ensure this works as expected in the future. Hard as current users are unable to share their reproduce!