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Add use_evd option to force EVD over EMI #138

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merged 3 commits into from
Oct 3, 2023

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@scottstanie scottstanie commented Oct 3, 2023

Closes #34

Confirming that use_evd is indeed faster by avoiding the inverse:

In [14]: C_arrs.shape
Out[14]: (200, 200, 25, 25)

In [15]: %timeit mle.mle_stack(C_arrs, use_evd=True, n_workers=16)
882 ms ± 29 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)

In [16]: %timeit mle.mle_stack(C_arrs, use_evd=False, n_workers=16)
2.79 s ± 243 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)

@scottstanie scottstanie merged commit 9d733eb into isce-framework:main Oct 3, 2023
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@scottstanie scottstanie deleted the add-evd branch October 4, 2023 01:10
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Add the ability to use EVD for the phase linking algorithm
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