I created a new project using Visual Studio 2012, then deployed a simple Visual Web Part.
Then suddenly got this:
Then soon I found out that, the application has stopped working, so I launched "IIS Manager" there got to the Application Pools, and Started SharePoint site.
After that everything worked.