Finally, a set of CIFs was shown for each model. The CIFs generated by the Vanilla GAN represented exactly what was exhibited in the parameter and CGCNN prediction distributions. All of the CIFs found had very similar parameters and space group numbers. There was an extremely low degree of symmetry and general realness. Furthermore, the bounding boxes outlined by the lattice parameters were enormous in every CIF that we observed. Each of the CIFs had a predicted decomposition energy (eV/atom) of above 1. The lack of "understanding" of CrysTens that the Vanilla GAN showed reflected in the CIFs it was capable of producing.