aducode/tensorflow-serving-client4j

Tensorflow serving java client

tensorflow-serving-client4j

Copy Protobuf IDL from

• tensorflow/serving:1.7.0
• tensorflow/tensorflow:v1.7.0

Dependencies

• grpc/grpc-java:v1.12.0

Install

mvn protobuf:compile
mvn package

Usage

final String host = "127.0.0.1";
final int port = 8500;
ManagedChannel channel = ManagedChannelBuilder.forAddress(host, port).usePlaintext().build();
PredictionServiceGrpc.PredictionServiceBlockingStub blockingStub = PredictionServiceGrpc.newBlockingStub(channel);
        
PredictRequest request = genRequest();
@SuppressWarnings("unused")
PredictResponse response = blockingStub.predict(request);