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I'm wondering how you tested the LSMR algorithm with the sparse Matrices? Please let me know.
I checked, by MATLAB, the result of one matrix (produced by mesh2d2.m) from this site: http://www.cise.ufl.edu/research/sparse
and the result was not good at all.