Best strategy for profiling memory usage of my code (open source) and 3rd party code(closed source)

Question

I am soon going to be tasked with doing a proper memory profile of a code that is written in C/C++ and uses CUDA to take advantage of GPU processing.

My initial thou

Answer 1

Maybe valgrind and the Massif tool?