Fixing two positive integers d and k, a positive number v, and a positive integer I, we prove that the K-semistable domain of the log pair $(X,\sum _{j=1}^k{D}_j)$ is a rational polytope lying in the k-dimensional simplex $\overline{{\mathrm{\Delta }}^k}$, where X is a Fano variety of dimension d, $D_j{\sim }_{\mathbb{Q}}-K_X$, $(-K_X{)}^d=v$, $I(K_X+D_j)\sim 0$, and $(X,\sum _{j=1}^k{c}_j{D}_j)$ is a K-semistable log Fano pair for some $c_j\in [0,1)\cap \mathbb{Q}$. Moreover, we show that there are only finitely many polytopes that may appear as the K-semistable domains for such log pairs. Based on this, we establish a wall crossing theory for K-moduli with multiple boundaries.