文章目录

仓库下载

git clone --depth=1

注意：需要更换国内镜像源

编译

./build.sh --skip_tests --use_cuda --config Release --build_shared_lib --parallel --cuda_home /usr/local/cuda-11.3 --cudnn_home /usr/local/cuda-11.3

其中的use_cuda表示你要使用CUDA的onnxruntime，cuda_home和cudnn_home均指向你的CUDA安装目录即可。

onnxruntime版本和cuda、cudnn版本要对应，具体参考官方推荐​​https://onnxruntime.ai/docs/execution-providers/CUDA-ExecutionProvider.html​​。

注意

  1. cmake版本过低会导致编译失败；
  2. 科学上网问题。编译过程中会链接其他github仓库，需要手动添加镜像源。
cd ${your git repo root}
cd .git
vim

修改为：

[core]
    repositoryformatversion = 0
    filemode = true
    bare = false
    logallrefupdates = true
    ignorecase = true
    precomposeunicode = true
[remote "origin"]
    url = https://github.com.cnpmjs.org/microsoft/onnxruntime.git
    fetch =

也不多，大概几十个把

编译成功

[ 98%] Building CXX object CMakeFiles/onnxruntime_providers.dir/Users/xxx/Desktop/third_party/library/onnxruntime/onnxruntime/contrib_ops/cpu/skip_layer_norm.cc.o
[ 98%] Building CXX object CMakeFiles/onnxruntime_providers.dir/Users/xxx/Desktop/third_party/library/onnxruntime/onnxruntime/contrib_ops/cpu/tokenizer.cc.o
[100%] Building CXX object CMakeFiles/onnxruntime_providers.dir/Users/xxx/Desktop/third_party/library/onnxruntime/onnxruntime/contrib_ops/cpu/trilu.cc.o
[100%] Building CXX object CMakeFiles/onnxruntime_providers.dir/Users/xxx/Desktop/third_party/library/onnxruntime/onnxruntime/contrib_ops/cpu/unique.cc.o
[100%] Building CXX object CMakeFiles/onnxruntime_providers.dir/Users/xxx/Desktop/third_party/library/onnxruntime/onnxruntime/contrib_ops/cpu/word_conv_embedding.cc.o
[100%] Linking CXX static library libonnxruntime_providers.a
/Library/Developer/CommandLineTools/usr/bin/ranlib: file: libonnxruntime_providers.a(dft.cc.o) has no symbols
/Library/Developer/CommandLineTools/usr/bin/ranlib: file: libonnxruntime_providers.a(window_functions.cc.o) has no symbols
/Library/Developer/CommandLineTools/usr/bin/ranlib: file: libonnxruntime_providers.a(dft.cc.o) has no symbols
/Library/Developer/CommandLineTools/usr/bin/ranlib: file: libonnxruntime_providers.a(window_functions.cc.o) has no symbols
[100%] Built target onnxruntime_providers
[100%] Building C object CMakeFiles/onnxruntime.dir/generated_source.c.o
[100%] Linking CXX shared library libonnxruntime.dylib
[100%] Built target onnxruntime
2021-04-15 22:39:10,495 util.run [DEBUG] - Subprocess completed. Return code: 0
2021-04-15 22:39:10,496 build [INFO]

install

cd ./build/Linux/release
make install

Ubuntu下的onnxruntime(c++)编译_github

参考

​​https://zhuanlan.zhihu.com/p/411887386​​