rk3399pro上安裝rknnplugin的各模型測試

# DIY operators rknnplugin

環境：RK3399pro + fedora

[](./LICENSE)

1. 下載下傳Tengine [Tengine in GitHub]([email protected]:8022/internal/tengine.git)

git clone [email protected]:8022/internal/tengine.git
cd Tengine
           

2. Checkout tag v1.3.2    

git  checkout -b v1.3.2 v1.3.2
           

3. Build Protobuf

git clone [email protected]:protocolbuffers/protobuf.git        
cd protobuf        
git checkout -b v3.5.0 v3.5.0        
./autogen.sh        
./configure --with-protoc=protoc       
make -j4        
make install
           

4. Build opencv

git clone [email protected]:opencv/opencv.git 
#(https://github.com/opencv/opencv.git)
git checkout -b 3.4.0 3.4.0
cd opencvcp build_opencv.sh .
mkdir build
cd build
../build_opencv.sh
make -j4
sudo make install
           

5. Build Tengine

mkdir build
./linux_build.sh default_config/arm64_linux_native.config 
make -j4
make install
           

6. Download rknn SDK. see [Toybrick]

      此處我下載下傳的是rknn-api-0.9.9，放置在home目錄下備用。

7. Build rknnplugin

cd <RKNNPLUGIN_ROOT> #此處是你的rknnplugin根目錄       
mkdir build        
cd build          
vim ../linux_build.sh
           

需要将tengin的根路徑、将要安裝至哪裡的路徑、rknn SDK的根路徑 指定對。

../linux_build.sh        
cmake ../        
make -j4  
make install
           

若有一些找不到路徑的錯誤，可以嘗試以下修改：

1.在rknnplugin-master/CMakeLists修改

set(LIB_PATH ${RKNN_SDK_PATH}/rknn_api/arm/lib64)

include_directories(${RKNN_SDK_PATH}/rknn_api/arm/include)

為

set(LIB_PATH ${RKNN_SDK_PATH}/rknn_api/arm/lib64)

include_directories(${RKNN_SDK_PATH}/rknn_api/arm/include)

2.在rknnplugin-master/rknn/CMakeLists.txt 中修改

include_directories(${RKNN_SDK_PATH}/rknn_api/arm/include)為

include_directories(${RKNN_SDK_PATH}/rknn_api/include)

  #可能會報錯，說thread_->Activate(-1);    thread_->Deactivate(); 沒有這個成員函數，注釋掉它們即可。

8.測試

export LD_LIBRARY_PATH=<RKNNPLUGIN_ROOT>/install:<TENGINE_PATH>/install/lib        
cp <RKNN_SDK_ROOT>/rknn-api/Linux/tmp/* . -rf        
../install/test_rknn_mobilenet
           

在./install/目錄下有若幹個程式可供測試使用。可以一一嘗試。

謹記：如果更改了.cpp檔案，一定要記得make && make install。