README.md

Fit a line prediction example

(简体中文|English)

Get data

sh get_data.sh

RPC service

Start server

python3 -m paddle_serving_server.serve --model uci_housing_model --thread 10 --port 9393

Client prediction

RPC Client

The paddlepaddle package is used in test_client.py, and you may need to download the corresponding package(pip3 install paddlepaddle).

python3 test_client.py uci_housing_client/serving_client_conf.prototxt

Http Client

python3 test_httpclient.py uci_housing_client/serving_client_conf.prototxt

Benchmark

bash benchmark.sh uci_housing_model uci_housing_client

The log file of benchmark named profile_log_uci_housing_model