#tensorflow #serving #proto #client #prebuilt #node #api-bindings

tensorflow-serving-client

A prebuilt tensorflow serving client from the tensorflow serving proto files

8 stable releases

2.3.0 Aug 16, 2020
2.2.0 Jul 4, 2020
2.1.0 Feb 6, 2020
2.0.0 Nov 4, 2019
1.15.0 Nov 4, 2019

#520 in Machine learning

29 downloads per month

Apache-2.0

2MB
45K SLoC

tensorflow-serving-client

Build Status

A prebuilt tensorflow serving client from the tensorflow serving proto files.

Currently supported build: C++, Java, Python, Node, Go, Mono, Rust.

Check tensorflow serving project for details: https://tensorflow.github.io/serving/

update protos

Release Status Release Status Release Status

Set desired version in the VERSION file and invoke ./update.sh.

build libraries

Grpc tools are needed for building variant packages.

  • Install protobuf-compiler-grpc and libprotobuf-dev on Ubuntu
  • Install grpc and protobuf on macOS

See .travis.yml for details.

NOTE: grpc@1.30 and protobuf@3.12 are required

Target Command Outputs Artifacts
native gradle cmake build/cmake Publish Status
java gradle java build/libs Publish Status
python gradle wheel build/dist Publish Status
node gradle node build/node Publish Status
go gradle golang build/go Publish Status
mono gradle mono build/mono Publish Status
rust gradle rust build/cargo Publish Status

known issues

  • protobuf 3.12.3 is buggy (protocolbuffers/protobuf#7683)

Dependencies

~35MB
~686K SLoC