airenas / go-tf-serving-protogen

Simplify TensorFlow Serving integration in Go with streamlined Protocol Buffers handling. Aligns seamlessly with TensorFlow releases, offering compatibility, and ease, of use

go-tf-serving-protogen

Welcome to the go-tf-serving-protogen repository, where I make TensorFlow Serving and Protobufs in Go a little less intimidating.

Versioning

The versioning of this library aligns with TensorFlow versions to provide clarity on compatibility:

Compatibility Matrix

Here's a simple compatibility matrix to help you choose the right version based on your TensorFlow Serving version:

Library Version	TensorFlow/Serving Compatibility
v2.14.1	2.14.1
v2.14.0	2.14.0
v2.13.0	2.13.0
v2.12.0	2.12.0
v2.11.0	2.11.0
v2.10.0	2.10.0

Installation

go get github.com/airenas/go-tf-serving-protogen/v2
## or better 
go get github.com/airenas/go-tf-serving-protogen/v2@<tf-serving-version>

Generating protoc code for new version

Requirements

Just:

• git
• make
• docker
• go

When preparing for a new TensorFlow version, follow these steps:

## select version
export tfserving_version=2.14.0

## generate code
make clean generate tf=${tfserving_version}

## comit code and do 
git tag v${tfserving_version}
git push origin v${tfserving_version}

Examples

Explore the library usage by checking out the examples folder.

Contributing

I welcome contributions! If you encounter issues or have ideas for improvements, please feel free to open an issue or submit a pull request.