IMDB comment sentiment inference service

(简体中文|English)

Get model files and sample data

sh get_data.sh

the package downloaded contains cnn, lstm and bow model config along with their test_data and train_data.

Start inference service(Support BRPC-Client/GRPC-Client/Http-Client)

python3 -m paddle_serving_server.serve --model imdb_cnn_model/ --port 9292

BRPC-Client Infer

head test_data/part-0 | python3 test_client.py imdb_cnn_client_conf/serving_client_conf.prototxt imdb.vocab

it will get predict results of the first 10 test cases.

GRPC-Client/Http-Client Infer

head test_data/part-0 | python3 test_http_client.py imdb_cnn_client_conf/serving_client_conf.prototxt imdb.vocab