Figure shows a parity plot between the diffusivities predicted using the best-performing CNN and those calculated using the kMC simulations. We observe that the CNN model predicts the cation diffusivity for the unseen microstructures in the testing set with high accuracy. Moreover, the trained CNN model predicts the cation diffusivity with computational cost of roughly three orders magnitude lower than the kMC simulations.