In this article, some atypical topological soliton solutions of Kundu-Mukherjee-Naskar (KMN) equation have been derived. Some exact solutions of different shapes like U shaped soliton, W shaped soliton, three hump soliton, periodic soliton etc. have been obtained. These unusual shapes of the topological solitons on x− y plane occur due to the occurrence of an arbitrary nonlinear function in their argument. This solutions are quite uncommon in the field of integrable systems that may enrich the field of nano fiber optics.