This release adds Docker support, and an end-to-end Inception tutorial. It also makes various minor fixes and clean-ups to code and documentation.
New features:
- Dockerfile and README for building a container with a TensorFlow Serving development environment.
- End-to-end example and tutorial for serving an InceptionV3 model in Kubernetes.
- Jenkins continuous integration.
- DynamicManager re-tries failed servable load attempts.
- Utility to wait until a manager has loaded certain servables.
- Utility for tracking the states of servables in a manager, by listening for servable state changes on an event bus.
- Modules for managing servable resources (but not yet integrated into DynamicManager).
- Add GetNamedSignature() to signatures, independent from any signature type.
- Misc. additions to util/.
Compatibility:
- Exporter supports both python 2.7 and python 3.4.
- Migrate to gRPC 0.13.
- Migrate to latest TensorFlow and TF-Models submodules.
Bug fixes:
- Allow importing graphs with no variable nodes.
- Misc small documentation bug-fixes.
Clean-ups:
- Depend on gRPC via a Bazel git repository, rather than via a git submodule.
- Eliminate the batching sub-namespace.
- Misc small code clean-ups.
- Misc minor documentation clean-ups.