Even when you use BLAS calls there are some inefficiencies that remain. There can be (i) no optimization across BLAS calls, sometimes these can help a lot (ii)

Even when you use BLAS calls there are some inefficiencies that remain. There can be (i) no optimization across BLAS calls, sometimes these can help a lot (ii) the loops or code containing the BLAS call can benefit significantly from this