Question: do you/will you plan to support converting GPU nets to CPU, perhaps by keeping weights and architecture definition separate from PyCUDA dependent structures during serialization?

I have found that using a trained net for preprocessing can be accomplished using very limited resources (read: Core 2 Duo laptop). This is one of the very nice features of DeCAF, which could allow for some interesting applications on embedded devices.

Great work by the way - I look forward to testing it out soon!