I'm the upstream developer for Armadillo. I strongly recommend to
incorporate the fix in the Armadillo package in Ubuntu, as it works
around a serious bug in LAPACK.

Armadillo has a strict "no API breaks" policy for all bugfix releases
and all minor version releases.  As such, it is safe to update the
corresponding Armadillo package in Ubuntu, especially the LTS release.

Specifically, it is perfectly safe to update version 4.000.4 to 4.000.5.

It is also perfectly safe to update version 4.000.4 directly to version
4.100.2.

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https://bugs.launchpad.net/bugs/1288046

Title:
  Sync armadillo 1:4.000.5+dfsg-1 (universe) from Debian experimental
  (main)

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