[patch fix] Fix fit loop restart logic to enable resume using the checkpoint - #12821 #1249
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Summary: patch fix the PR Lightning-AI/pytorch-lightning#12821
Reviewed By: hudeven, rayhou0710
Differential Revision: D36193410