This work considers the uniaxial compressive creep of a solid elastomeric circular cylinder under a fixed dead load as it undergoes time dependent and temperature dependent changes in its macromolecular structure. The changes occur at temperatures exceeding 100 °C and consist of chemical scission of macromolecular network junctions and their re-crosslinking to form new networks in new reference configurations. The scission process causes softening due to modulus reduction and the re-crosslinking causes stiffening due to deformation of newly formed networks. A condition is developed for the time when the homogeneous uniaxial creep deformation history develops an non-homogenous barrel shaped branch. Branching times and the corresponding compression ratio are calculated from this condition using mechanical and chemical scission properties from the experimental literature.