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Convergence reports and (optional) quit on convergence feature #10

@pcubillos

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@pcubillos

Add a feature that checks for convergence every N iterations. Report the test results as they are calculated. Optionally quit when convergence is reached according to some test, or say that and another x% iterations.

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