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RandomizedLS

A place to prototype (and plan) randomized least squares solvers for BALLISTIC

  • 21.06.21
    • Plot the error metric graphs with multiple number seeds.Done.
    • Implement the algorithm that runs in single precision, which targets the user who does not care too much about the precision.
    • Test with matrices with different coherence(use new dataset, not only the test generator function).
  • 21.06.28
    • Figure out why the Blendenpik has abnormal behavior when the condition number goes to 1e16.Done.
  • 21.07.05(Independece Day Vacation)
  • 21.07.12
    • Implement Blendenpik that runs in single precision.
    • Seperate LSRN into several phases and count flops and running time of each phase.
    • Test with matrices with different singular value distributions.

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I will be archiving this repository in the next few days.

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