英特尔MKL致命错误：无法在R中加载libmkl_avx2.so或libmkl_def.so

Question

I wrote a R package with Rcpp and RcppArmadillo and load it into a supercomputer cluster running on Unix. However, it produces the above error while I try to run one of the function in a R instance on the cluster. Does anyone know how to solve this? Module loaded on the cluster is R-3.5.0

Answer 1

I don't know the particulars of your HPC system but on "vanilla" machines it is easy to use MKL ... because, as frequently stated before, BLAS and LAPACK are an interface to which MKL adheres.

See for example the blog posts I wrote here about using MKL on Ubuntu

• http://dirk.eddelbuettel.com/blog/2018/06/24#019_mkl_soon_in_debian
• http://dirk.eddelbuettel.com/blog/2018/04/15#018_mkl_for_debian_ubuntu

and the GitHub repo with the script they reference

• https://github.com/eddelbuettel/mkl4deb

So if I had to guess I'd say that your dynamic linker part only sees parts of the MKL library directory. And for what it is worth, I have had from other users on large research systems. Good luck!