The fabrication of of panels is more analogous to fission material mining. As in you are procuring the materials that will produce energy in the future.
If we get rid of nuclear power, we don't need to mine those things anymore. If we get rid of solar panels, we still need semiconductors. So I don't think you can use it for an argument against solar manufacture.