Running GLMs on GPU

I was wondering if it was possible to generate generalized linear models from a gpu to speed up the process since that is a rate limiting step in my code - ends up taking about a week for many models.

training data is of the order [100x10]. Is it possible with a simple gpuArray ? if Not how do I run GLMs on GPU?

Thanks in advance (p.s. I have no idea how GPU programming is done)