Scientists have tried to carry out some generalpurpose computation with GPU (graphics process unit) in graphics card, which is designed for computation and rendering in 3d graphics.
Single threaded performance on a GPU isn't that great, especially compared to a generalpurpose CPU, and trying to run code that isn't massively parallel just isn't going to be a great idea.