The problem with compiling from source is that in order to use GPU compilation we need to launch a container from the image. Otherwise, the image can not see or communicate with the GPU. So after creating an Docker-Image from a dockerfile, we launch the container with --gpus all, compile from source (with GPU), and convert that Container to an Image (following steps mentioned here).
Our pipeline requires to avoid that kind of practices, and make the build replicable from a Dockerfile & build arguments (no container to image). I tried using the makefile from the github (here) without success.
:3