For an infinite penny graph, we study the finitedimensional property for the space of harmonic functions, or ancient solutions of the heat equation, of polynomial growth. We prove the asymptotically sharpdimensional estimate for the above spaces.M S C 2 0 2 0 05C10, 31C05 (primary)