Blog post: SIMD AoSoA in nalgebra and comparison with ultraviolet

Hi!

I've written a blog-post about the use of SIMD and Array-of-Sructures-of-Arrays with the next version of nalgebra (to be released at the end of March) including a benchmark comparison with other linear algebra crates: https://www.rustsim.org/blog/2020/03/23/simd-aosoa-in-nalgebra/

For those interested, this also includes a short description of the data layouts Array-of-Structures (AoS), Structures-of-Arrays (SoA) and Array-of-Structures-of-Arrays (AoSoA).

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Very cool @sebcrozet. It's awesome to see more performance improvements coming to NAlgebra. :+1:

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