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LAST BUILD BRANCH: enh/lu-tile-one-chunk
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NJUPole 
[BACKPORT] Support non-square matrix for lu decomposition (#383) (#397)

* Support non-square matrix for lu decomposition (#383)

* Support non-square matrix for lu decomposition (#383)

* support non-square matrix for lu decomposition

* add more ut

(cherry picked from commit 401854fa6)

5875 of 7239 branches covered (81.16%)

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Source Files on job 960.6 (PYTHON=3.6)