Solution and Project debug/release configurations are different.

Solution configurations may be controlled by configuration manager (Active Solution Configuration) and project configuration again can be controlled in the same manager for each project separately(project context)

In the image above, you can click on a project configuration, select edit and then you can remove the configuration.