How to run Caret on a Supercomputer properly?

Question

Supercomputer Setup (Session Info)

R version 3.6.3 (2020-02-29)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: Debian GNU/Linux 10 (bu