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Reorder Jacobian calculation #707

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mattldawson
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Reorders the Jacobian calculation to be column-wise instead of random. This should be most useful with CSC ordering. In draft until the failing integration tests for certain analytical cases can be evaluated.

@sjsprecious
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The computational benefit of using this PR is around 10% for some functions and we decide not to pursue it further since the failing tests are unclear to us and the benefit is not a lot.

@sjsprecious
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@mattldawson sorry I am wrong here. This PR is crucial to achieving the impressing performance from nvhpc and gcc compilers. I would like to see if we can resolve the failed integration tests and merge in this PR later.

@sjsprecious sjsprecious reopened this Jan 21, 2025
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