Linear algebra algorithms can be written in terms of standard matrix-vector operations. This operations could be optimized for a particular hardware and thus one can increase performance by using the optimized BLAS libraries. In practice this means that it is must to use an optimized BLAS in your work. A nice introduction to BLAS is in [...]