Right now, a model typically has three CaffeNet definitions for training, validation, and deployment (imagenet.prototxt, imagenet_val.prototxt, imagenet_deploy.prototxt respectively for the ImageNet example). These protobufs are full of redundancy and tweaking networks requires a lot of copy-and-paste.

Is a unified protocol buffer to describe the input/output for these cases together possible?