{"id":16178861,"url":"https://github.com/yuanwenqing/tensorflow4j","last_synced_at":"2026-04-16T14:08:43.415Z","repository":{"id":57743950,"uuid":"167782941","full_name":"YuanWenqing/tensorflow4j","owner":"YuanWenqing","description":"A Java Library for Protobuf in TensorFlow and 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TensorFlow proto\n\nSince [TensorFlow](https://github.com/tensorflow/tensorflow) and [TensorFlow-Serving](https://github.com/tensorflow/serving) \ndo not support official jars for their protobuf files right now, \nwe create this project to do it just for convenience and sharing.\n\n## Usage\n\n`tensorflow-proto` contains and compiles all protobuf files in TensorFlow,\nand `serving-proto` does that for TensorFlow-Serving.\nSince compiling of `serving-proto` imports protobuf from `tensorflow-proto`,\nactually `serving-proto` contains all that `tensorflow-proto` has.\nTherefore `serving-proto` is the only library you need when you want to do something with TensorFlow-Serving. \n\n\nmaven:\n\n~~~xml\n\u003cdependencies\u003e\n    \u003cdependency\u003e\n        \u003cgroupId\u003exyz.codemeans.tensorflow4j\u003c/groupId\u003e\n        \u003cartifactId\u003etensorflow-proto\u003c/artifactId\u003e\n        \u003cversion\u003e1.12.0\u003c/version\u003e\n    \u003c/dependency\u003e\n\n    \u003cdependency\u003e\n        \u003cgroupId\u003exyz.codemeans.tensorflow4j\u003c/groupId\u003e\n        \u003cartifactId\u003eserving-proto\u003c/artifactId\u003e\n        \u003cversion\u003e1.12.0\u003c/version\u003e\n    \u003c/dependency\u003e\n\u003c/dependencies\u003e\n\n~~~\n\ngradle:\n\n~~~groovy\nimplementation 'xyz.codemeans.tensorflow4j:tensorflow-proto:1.12.0'\n\nimplementation 'xyz.codemeans.tensorflow4j:serving-proto:1.12.0'\n~~~\n\n\n## Sync Protobuf Files\n\nClone those two projects, \ncheckout the latest version(or any other version you want), \nand then run:\n\n~~~bash\npython sync_proto.py /path/to/tensorflow_project tensorflow-proto\npython sync_proto.py /path/to/tensorflow_serving_project serving-proto\n~~~\n\nNOTE: a little BUGFIX must be done to `tensorflow/compiler/tf2xla/host_compute_metadata.proto`,\nchange `java_outer_classname` as below:\n\n\n~~~proto\n// option java_outer_classname = \"Tf2XlaProtos\";\noption java_outer_classname = \"HostComputeMetadataProtos\";\n~~~\n\n## Build JAR Library\n\nRequirements:\n\n* protoc\n* gradle\n* protobuf lib\n\nrun:\n\n~~~bash\ngradle clean build\n~~~\n\nIf you want to publish the built jars, you can run:\n\n~~~bash\n# publish to local maven repository (`~/.m2`)\ngradle local\n~~~\n\nor\n\n~~~bash\n# config maven publishing and publish to nexus\ngradle publish\n~~~\n\n\n## Version\n\nCurrent version of TensorFlow and TensorFlow-Servng are both 1.12.0.\n\nIf you want to build library for another version, you MUST:\n\n* checkout TensorFlow and TensorFlow-Serving source of exact version you want, then sync all proto files\n* change version and publish setting in `build.gradle` for publishing somewhere\n\n 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