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paddle-serving docker部署,非dockerfile,分步骤安装正确版本

Docker安装部署 版本 步骤 正确 Dockerfile Paddle
2023-09-11 14:14:27 时间

镜像可以是同一个,下拉一次就好,创建不同的容器
特别注意,paddleserving容器部署依赖的底层太多,一定要用官方的docker镜像源

# 启动 CPU Docker
docker pull registry.baidubce.com/paddlepaddle/serving:0.6.0-devel

一:服务端容器server
docker run -p 8090:8090 --name lazrad_pserver -dit registry.baidubce.com/paddlepaddle/serving:0.6.0-devel bash
docker exec -it lazrad_pserver bash
git clone https://github.com/PaddlePaddle/Serving
git clone -b v0.6.0 https://gitee.com/AI-Mart/Serving

cd Serving
pip3 install -r python/requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
pip3 install paddle-serving-client==0.6.0 -i https://mirror.baidu.com/pypi/simple
pip3 install paddle-serving-server==0.6.0 -i https://mirror.baidu.com/pypi/simple
pip3 install paddle-serving-app==0.6.0 -i https://mirror.baidu.com/pypi/simple

docker cp /mart/docker_server.zip lazrad_pserver:/home/mart/
docker exec -it lazrad_pserver bash
pip install paddlepaddle -i https://mirror.baidu.com/pypi/simple
pip install paddlenlp -i https://mirror.baidu.com/pypi/simple

```shell
python3 -m paddle_serving_server.serve \
    --model ./serving_server \
    --port 8090

二:客户端容器client
docker run -p 9535:5000 --name lazrad_pclient -dit registry.baidubce.com/paddlepaddle/serving:0.6.0-devel bash
docker exec -it lazrad_pclient bash
git clone https://github.com/PaddlePaddle/Serving
cd Serving
pip3 install -r python/requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
pip3 install paddle-serving-client0.6.0 -i https://mirror.baidu.com/pypi/simple
pip3 install paddle-serving-server
0.6.0 -i https://mirror.baidu.com/pypi/simple
pip3 install paddle-serving-app==0.6.0 -i https://mirror.baidu.com/pypi/simple

docker cp /mart/docker_client.zip lazrad_pclient:/home/mart/
pip install paddlepaddle -i https://mirror.baidu.com/pypi/simple
pip install paddlenlp -i https://mirror.baidu.com/pypi/simple
pip install flask_restful -i https://mirror.baidu.com/pypi/simple

python3 client_json.py \
    --client_config_file ./serving_client/serving_client_conf.prototxt \
    --server_ip_port 120.24.243.213:8090 \
    --max_seq_length 512
python3 main_client_api.py \
    --client_config_file ./serving_client/serving_client_conf.prototxt \
    --server_ip_port 120.24.243.213:8090 \
    --max_seq_length 512