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- #使用镜像:
- #registry.baidubce.com/paddlepaddle/paddle:latest-dev-cuda10.1-cudnn7-gcc82
- #编译Serving Server:
- #client和app可以直接使用release版本
- #server因为加入了自定义OP,需要重新编译
- apt-get update
- apt install -y libcurl4-openssl-dev libbz2-dev
- wget https://paddle-serving.bj.bcebos.com/others/centos_ssl.tar && tar xf centos_ssl.tar && rm -rf centos_ssl.tar && mv libcrypto.so.1.0.2k /usr/lib/libcrypto.so.1.0.2k && mv libssl.so.1.0.2k /usr/lib/libssl.so.1.0.2k && ln -sf /usr/lib/libcrypto.so.1.0.2k /usr/lib/libcrypto.so.10 && ln -sf /usr/lib/libssl.so.1.0.2k /usr/lib/libssl.so.10 && ln -sf /usr/lib/libcrypto.so.10 /usr/lib/libcrypto.so && ln -sf /usr/lib/libssl.so.10 /usr/lib/libssl.so
- # 安装go依赖
- rm -rf /usr/local/go
- wget -qO- https://paddle-ci.cdn.bcebos.com/go1.17.2.linux-amd64.tar.gz | tar -xz -C /usr/local
- export GOROOT=/usr/local/go
- export GOPATH=/root/gopath
- export PATH=$PATH:$GOPATH/bin:$GOROOT/bin
- go env -w GO111MODULE=on
- go env -w GOPROXY=https://goproxy.cn,direct
- go install github.com/grpc-ecosystem/grpc-gateway/protoc-gen-grpc-gateway@v1.15.2
- go install github.com/grpc-ecosystem/grpc-gateway/protoc-gen-swagger@v1.15.2
- go install github.com/golang/protobuf/protoc-gen-go@v1.4.3
- go install google.golang.org/grpc@v1.33.0
- go env -w GO111MODULE=auto
- # 下载opencv库
- wget https://paddle-qa.bj.bcebos.com/PaddleServing/opencv3.tar.gz && tar -xvf opencv3.tar.gz && rm -rf opencv3.tar.gz
- export OPENCV_DIR=$PWD/opencv3
- # clone Serving
- git clone https://github.com/PaddlePaddle/Serving.git -b develop --depth=1
- cd Serving
- export Serving_repo_path=$PWD
- git submodule update --init --recursive
- python -m pip install -r python/requirements.txt
- export PYTHON_INCLUDE_DIR=$(python -c "from distutils.sysconfig import get_python_inc; print(get_python_inc())")
- export PYTHON_LIBRARIES=$(python -c "import distutils.sysconfig as sysconfig; print(sysconfig.get_config_var('LIBDIR'))")
- export PYTHON_EXECUTABLE=`which python`
- export CUDA_PATH='/usr/local/cuda'
- export CUDNN_LIBRARY='/usr/local/cuda/lib64/'
- export CUDA_CUDART_LIBRARY='/usr/local/cuda/lib64/'
- export TENSORRT_LIBRARY_PATH='/usr/local/TensorRT6-cuda10.1-cudnn7/targets/x86_64-linux-gnu/'
- # cp 自定义OP代码
- cp -rf ../deploy/pdserving/general_detection_op.cpp ${Serving_repo_path}/core/general-server/op
- # 编译Server, export SERVING_BIN
- mkdir server-build-gpu-opencv && cd server-build-gpu-opencv
- cmake -DPYTHON_INCLUDE_DIR=$PYTHON_INCLUDE_DIR \
- -DPYTHON_LIBRARIES=$PYTHON_LIBRARIES \
- -DPYTHON_EXECUTABLE=$PYTHON_EXECUTABLE \
- -DCUDA_TOOLKIT_ROOT_DIR=${CUDA_PATH} \
- -DCUDNN_LIBRARY=${CUDNN_LIBRARY} \
- -DCUDA_CUDART_LIBRARY=${CUDA_CUDART_LIBRARY} \
- -DTENSORRT_ROOT=${TENSORRT_LIBRARY_PATH} \
- -DOPENCV_DIR=${OPENCV_DIR} \
- -DWITH_OPENCV=ON \
- -DSERVER=ON \
- -DWITH_GPU=ON ..
- make -j32
- python -m pip install python/dist/paddle*
- export SERVING_BIN=$PWD/core/general-server/serving
- cd ../../
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