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When I encountered parallel_for_ for the first time I posted here a question about how to use it properly. I got very good answers from @alexcv and @Vladislav Vinogradov. I know that this is not a whole answer to your question, i.e. it doesn't explain why your approach is not working, but at least it shows you what approach will work.