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Run individual iternorms on ell blocks #486

@Saransh-cpp

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@Saransh-cpp

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The function mutates arrays in-place heavily, and it should be refactored to work with immutable arrays and data structures. Moreover, the correlations do not need to be regular and could be irregular/ragged to save memory; hence, we should investigate #382 in parallel with this issue.

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apiAn (incompatible) API changeblockedThe issue or pull request is blocked by somethingperformancePerformance improvements or regressions

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