It is not about blas but atlas (libblas is just a symlink).

You should rebuild atlas for your system. By default, Debian (and therefor 
Ubuntu) are shipping a low performance compilation of atlas.
You will find the information in the README.Debian file.


** Package changed: blas (Ubuntu) => atlas (Ubuntu)

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https://bugs.launchpad.net/bugs/1117335

Title:
  libblas.so.3 illegal instruction on AMD E-450

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