Just installed ROCm on Ubuntu 20.04, even though my GPU is a bit (too) old (R9 290).
Basically just followed the following site to the line of;
sudo apt install rocm-libs hipcub miopen-hip
A bit confusing point is; we need to do
% . /etc/profile.d/rocm.sh
after the installation of packages.