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[Data] Add per-stage training-thread blocking attribution to iter_batches#64183

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[Data] Add per-stage training-thread blocking attribution to iter_batches#64183
OneSizeFitsQuorum wants to merge 12 commits into
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[Data] Fix test failures from BlockWithTiming refactor

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