[Feat] Add Fault Tolerant Training for ValidationLoop.

[tchaton]

What does this PR do?

Lightning 1.5 is going to introduce Fault Tolerant feature.
However, the feature is still requires some improvements. As a matter of fact, Lightning doesn't support to be restarted within the ValidationLoop yet.

Part of #9130

Fixes #9564

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