Thanks for this! I would like to bring two things to your attention :
1. We don't know what to use and its very confusing. For example, now there is https://stackoverflow.com/questions/42216208/should-tensorfl.... Will freeze_graph become canonical and we forget about SavedModel? And everything else deprecated? It should be part of the core API and workable on CloudML, where we don't have a lot of control on running scripts and certainly not Bazel builds.
2. Android/ios story. Now you have the Pixel Visual Core as well... Please make it seamless all the way to Android or Ios or raspberry pi (whatever you guys support).