Caffe2 runs already-trained SegNet?

I have been training SegNet (http://mi.eng.cam.ac.uk/projects/segnet/) on various models for literally weeks. It’s been working fine so far but I now have the need for speed. But I can’t afford to retrain for weeks.

Will Caffe2 accept models and weights that were trained with SegNet?