  We review recent progress in determining the partition function of the ABJM
theory in the large N expansion, including all of the perturbative and
non-perturbative corrections. Especially, we will focus on how these exact
expansions are obtained from various beautiful relations to Fermi gas system,
topological string theory, integrable model and supergroup.
