What is the purpose of sge_gpu.py

I thought the whole idea of our pipelines was to use resource tags to properly allocate jobs to the correct worker. But, now I see that we have 2 config files: sge_default and sge_gpu, why is that?

Is this because resource tags are not known? I think this issue is also relevant to bob.bio.base#145