Barista also supports deploying your network automatically. This is quite handy if you are not only interested in the training results themself, but want to use the final net e.g. inside of an external application, too. As the latter usually involves inference only, some parts of the created graph aren't needed anymore or need to be altered instead.
To start the deployment process in Barista, use the according entry in the top menu bar as shown below.
The chosen snapshot determines which version of your network you want to deploy. The given path will be used as the destination to store all generated files. These files include a copy of the snapshot's caffemodel file, which consists of all trained weights, as well as a prototxt file containing a modified definition of your network's architecture.
Before exporting those files, the following steps are performed automatically: