centernet2 win10使用笔记

绝地灬酷狼 2022-09-12 13:46 221阅读 0赞

代码路径：

[GitHub - xingyizhou/CenterNet2: Two-stage CenterNet][GitHub - xingyizhou_CenterNet2_ Two-stage CenterNet]

Our project is developed on [detectron2][]. Please follow the official detectron2 [installation][]. All our code is under `projects/CenterNet2/`. In theory, you should be able to copy-paste `projects/CenterNet2/` to the latest detectron2 release or your own detectron2 repo to run our project. There might be API changes in future detectron2 releases that make it incompatible.

Detectron2 is continuously built on windows with [CircleCI][]. However we do not provide official support for it. PRs that improves code compatibility on windows are welcome.

安装detectron2：

方法1没成功

pip install detectron2 -f [https://dl.fbaipublicfiles.com/detectron2/wheels/cu100/index.html][https_dl.fbaipublicfiles.com_detectron2_wheels_cu100_index.html]

去看一下：

[https://dl.fbaipublicfiles.com/detectron2/wheels/cu100/index.html][https_dl.fbaipublicfiles.com_detectron2_wheels_cu100_index.html]

只有linux 安装whl

安装fvcore：

### **1). Install latest from GitHub** ###

pip install -U 'git+https://github.com/facebookresearch/fvcore'

### 2). Install from a local clone ###

git clone https://github.com/facebookresearch/fvcore
    pip install -e fvcore

方法2：

[GitHub - conansherry/detectron2: detectron2 windows build][GitHub - conansherry_detectron2_ detectron2 windows build]

"C:\\Program Files (x86)\\Microsoft Visual Studio\\2017\\Professional\\VC\\Auxiliary\\Build\\vcvars64.bat"

set DISTUTILS\_USE\_SDK=1

python setup.py build develop

也没成功。

主要报错：

F:/project/detect/detectron2/detectron2/layers/csrc/nms\_rotated/nms\_rotated\_cuda.cu(14): error: name must be a namespace name  
   
    F:/project/detect/detectron2/detectron2/layers/csrc/nms\_rotated/nms\_rotated\_cuda.cu(68): error: identifier "single\_box\_iou\_rotated" is undefined

方案3也没成功：

[GitHub - saadhaxxan/Facebook\_Detectron2\_Windows\_10: This repo contains the process of getting started with Facebook FAIR's detectron2 project on windows 10 without any Nvidia GPU.][GitHub - saadhaxxan_Facebook_Detectron2_Windows_10_ This repo contains the process of getting started with Facebook FAIR_s detectron2 project on windows 10 without any Nvidia GPU.]

conda activate {your env}
    
    "C:\Program Files (x86)\Microsoft Visual Studio\2019\Enterprise\VC\Auxiliary\Build\vcvars64.bat"
    
    git clone https://github.com/conansherry/detectron2
    
    cd detectron2
    
    python setup.py build develop

报错：

ERROR: Command errored out with exit status 1:
         command: 'D:\Users\Administrator\miniconda3\python.exe' -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'F:\\project\\detect\\detectron2\\setup.py'"'"'; __file__='"'"'F:\\project\\detect\\detectron2\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' develop --no-deps
             cwd: F:\project\detect\detectron2\
        Complete output (105 lines):
        running develop
        running egg_info
        creating detectron2.egg-info
        writing detectron2.egg-info\PKG-INFO
        writing dependency_links to detectron2.egg-info\dependency_links.txt
        writing requirements to detectron2.egg-info\requires.txt
        writing top-level names to detectron2.egg-info\top_level.txt
        writing manifest file 'detectron2.egg-info\SOURCES.txt'
        reading manifest file 'detectron2.egg-info\SOURCES.txt'
        writing manifest file 'detectron2.egg-info\SOURCES.txt'
        running build_ext
        building 'detectron2._C' extension
        creating build
        creating build\temp.win-amd64-3.7
        creating build\temp.win-amd64-3.7\Release
        creating build\temp.win-amd64-3.7\Release\project
        creating build\temp.win-amd64-3.7\Release\project\detect
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\box_iou_rotated
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\cocoeval
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\nms_rotated
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\ROIAlignRotated
        creating build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\deformable
        C:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -DWITH_CUDA -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" /EHsc /TpF:\project\detect\detectron2\detectron2\layers\csrc\vision.cpp /Fobuild\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\vision.obj /MD /wd4819 /wd4251 /wd4244 /wd4267 /wd4275 /wd4018 /wd4190 /EHsc -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
        vision.cpp
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\include\ATen/core/TensorBody.h(1319): warning C4522: “at::Tensor”: 指定了多个赋值运算符
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\include\ATen/core/ivalue_inl.h(389): warning C4101: “e”: 未引用的局部变量
        d:\users\administrator\miniconda3\lib\site-packages\torch\include\pybind11\detail/common.h(106): warning C4005: “HAVE_SNPRINTF”: 宏重定义
        d:\users\administrator\miniconda3\include\pyerrors.h(490): note: 参见“HAVE_SNPRINTF”的前一个定义
        C:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -DWITH_CUDA -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" /EHsc /TpF:\project\detect\detectron2\detectron2\layers\csrc\box_iou_rotated\box_iou_rotated_cpu.cpp /Fobuild\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\box_iou_rotated\box_iou_rotated_cpu.obj /MD /wd4819 /wd4251 /wd4244 /wd4267 /wd4275 /wd4018 /wd4190 /EHsc -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
        box_iou_rotated_cpu.cpp
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\include\ATen/core/TensorBody.h(1319): warning C4522: “at::Tensor”: 指定了多个赋值运算符
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\include\ATen/core/ivalue_inl.h(389): warning C4101: “e”: 未引用的局部变量
        C:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -DWITH_CUDA -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" /EHsc /TpF:\project\detect\detectron2\detectron2\layers\csrc\cocoeval\cocoeval.cpp /Fobuild\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\cocoeval\cocoeval.obj /MD /wd4819 /wd4251 /wd4244 /wd4267 /wd4275 /wd4018 /wd4190 /EHsc -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
        cocoeval.cpp
        C:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -DWITH_CUDA -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" /EHsc /TpF:\project\detect\detectron2\detectron2\layers\csrc\nms_rotated\nms_rotated_cpu.cpp /Fobuild\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\nms_rotated\nms_rotated_cpu.obj /MD /wd4819 /wd4251 /wd4244 /wd4267 /wd4275 /wd4018 /wd4190 /EHsc -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
        nms_rotated_cpu.cpp
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\include\ATen/core/TensorBody.h(1319): warning C4522: “at::Tensor”: 指定了多个赋值运算符
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\include\ATen/core/ivalue_inl.h(389): warning C4101: “e”: 未引用的局部变量
        C:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\bin\HostX86\x64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -DWITH_CUDA -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" /EHsc /TpF:\project\detect\detectron2\detectron2\layers\csrc\ROIAlignRotated\ROIAlignRotated_cpu.cpp /Fobuild\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\ROIAlignRotated\ROIAlignRotated_cpu.obj /MD /wd4819 /wd4251 /wd4244 /wd4267 /wd4275 /wd4018 /wd4190 /EHsc -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
        ROIAlignRotated_cpu.cpp
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\include\ATen/core/TensorBody.h(1319): warning C4522: “at::Tensor”: 指定了多个赋值运算符
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\include\ATen/core/ivalue_inl.h(389): warning C4101: “e”: 未引用的局部变量
        C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\bin\nvcc.exe -c F:\project\detect\detectron2\detectron2\layers\csrc\box_iou_rotated\box_iou_rotated_cuda.cu -o build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\box_iou_rotated\box_iou_rotated_cuda.obj -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcompiler /EHsc -Xcompiler /wd4190 -Xcompiler /wd4018 -Xcompiler /wd4275 -Xcompiler /wd4267 -Xcompiler /wd4244 -Xcompiler /wd4251 -Xcompiler /wd4819 -Xcompiler /MD -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -O3 -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_61,code=sm_61 --use-local-env
        box_iou_rotated_cuda.cu
        C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\bin\nvcc.exe -c F:\project\detect\detectron2\detectron2\layers\csrc\deformable\deform_conv_cuda.cu -o build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\deformable\deform_conv_cuda.obj -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcompiler /EHsc -Xcompiler /wd4190 -Xcompiler /wd4018 -Xcompiler /wd4275 -Xcompiler /wd4267 -Xcompiler /wd4244 -Xcompiler /wd4251 -Xcompiler /wd4819 -Xcompiler /MD -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -O3 -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_61,code=sm_61 --use-local-env
        D:/Users/Administrator/miniconda3/lib/site-packages/torch/include\ATen/core/boxing/impl/boxing.h(100): warning: integer conversion resulted in a change of sign
    
        D:/Users/Administrator/miniconda3/lib/site-packages/torch/include\ATen/core/op_registration/op_whitelist.h(39): warning: integer conversion resulted in a change of sign
    
        D:/Users/Administrator/miniconda3/lib/site-packages/torch/include\ATen/core/boxing/impl/boxing.h(100): warning: integer conversion resulted in a change of sign
    
        D:/Users/Administrator/miniconda3/lib/site-packages/torch/include\ATen/core/op_registration/op_whitelist.h(39): warning: integer conversion resulted in a change of sign
    
        deform_conv_cuda.cu
        C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\bin\nvcc.exe -c F:\project\detect\detectron2\detectron2\layers\csrc\deformable\deform_conv_cuda_kernel.cu -o build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\deformable\deform_conv_cuda_kernel.obj -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcompiler /EHsc -Xcompiler /wd4190 -Xcompiler /wd4018 -Xcompiler /wd4275 -Xcompiler /wd4267 -Xcompiler /wd4244 -Xcompiler /wd4251 -Xcompiler /wd4819 -Xcompiler /MD -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -O3 -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_61,code=sm_61 --use-local-env
        deform_conv_cuda_kernel.cu
        C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\bin\nvcc.exe -c F:\project\detect\detectron2\detectron2\layers\csrc\nms_rotated\nms_rotated_cuda.cu -o build\temp.win-amd64-3.7\Release\project\detect\detectron2\detectron2\layers\csrc\nms_rotated\nms_rotated_cuda.obj -IF:\project\detect\detectron2\detectron2\layers\csrc -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\torch\csrc\api\include -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\TH -ID:\Users\Administrator\miniconda3\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.0\include" -ID:\Users\Administrator\miniconda3\include -ID:\Users\Administrator\miniconda3\include "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2017\Professional\VC\Tools\MSVC\14.16.27023\include" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6.1\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\winrt" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.17763.0\cppwinrt" -Xcudafe --diag_suppress=dll_interface_conflict_dllexport_assumed -Xcudafe --diag_suppress=dll_interface_conflict_none_assumed -Xcudafe --diag_suppress=field_without_dll_interface -Xcudafe --diag_suppress=base_class_has_different_dll_interface -Xcompiler /EHsc -Xcompiler /wd4190 -Xcompiler /wd4018 -Xcompiler /wd4275 -Xcompiler /wd4267 -Xcompiler /wd4244 -Xcompiler /wd4251 -Xcompiler /wd4819 -Xcompiler /MD -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -O3 -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_61,code=sm_61 --use-local-env
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(14): error: name must be a namespace name
    
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(68): error: identifier "single_box_iou_rotated" is undefined
                  detected during instantiation of "void nms_rotated_cuda_kernel(int, double, const T *, unsigned long long *) [with T=double]"
        (105): here
    
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(68): error: type name is not allowed
                  detected during instantiation of "void nms_rotated_cuda_kernel(int, double, const T *, unsigned long long *) [with T=double]"
        (105): here
    
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(68): warning: expression has no effect
                  detected during instantiation of "void nms_rotated_cuda_kernel(int, double, const T *, unsigned long long *) [with T=double]"
        (105): here
    
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(58): warning: variable "cur_box" was set but never used
                  detected during instantiation of "void nms_rotated_cuda_kernel(int, double, const T *, unsigned long long *) [with T=double]"
        (105): here
    
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(68): error: identifier "single_box_iou_rotated" is undefined
                  detected during instantiation of "void nms_rotated_cuda_kernel(int, double, const T *, unsigned long long *) [with T=float]"
        (105): here
    
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(68): error: type name is not allowed
                  detected during instantiation of "void nms_rotated_cuda_kernel(int, double, const T *, unsigned long long *) [with T=float]"
        (105): here
    
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(68): warning: expression has no effect
                  detected during instantiation of "void nms_rotated_cuda_kernel(int, double, const T *, unsigned long long *) [with T=float]"
        (105): here
    
        F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu(58): warning: variable "cur_box" was set but never used
                  detected during instantiation of "void nms_rotated_cuda_kernel(int, double, const T *, unsigned long long *) [with T=float]"
        (105): here
    
        5 errors detected in the compilation of "F:/project/detect/detectron2/detectron2/layers/csrc/nms_rotated/nms_rotated_cuda.cu".
        nms_rotated_cuda.cu
        D:\Users\Administrator\miniconda3\lib\site-packages\torch\utils\cpp_extension.py:288: UserWarning: Error checking compiler version for cl: [WinError 2] 系统找不到指定的文件。
          warnings.warn('Error checking compiler version for {}: {}'.format(compiler, error))
        error: command 'C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v11.0\\bin\\nvcc.exe' failed with exit status 1
        Error in atexit._run_exitfuncs:
        Traceback (most recent call last):
          File "D:\Users\Administrator\miniconda3\lib\site-packages\colorama\ansitowin32.py", line 59, in closed
            return stream.closed
        ValueError: underlying buffer has been detached
        ----------------------------------------
    ERROR: Command errored out with exit status 1: 'D:\Users\Administrator\miniconda3\python.exe' -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'F:\\project\\detect\\detectron2\\setup.py'"'"'; __file__='"'"'F:\\project\\detect\\detectron2\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' develop --no-deps Check the logs for full command output.

[GitHub - xingyizhou_CenterNet2_ Two-stage CenterNet]: https://github.com/xingyizhou/CenterNet2
[detectron2]: https://github.com/facebookresearch/detectron2
[installation]: https://github.com/facebookresearch/detectron2/blob/master/INSTALL.md
[CircleCI]: https://app.circleci.com/pipelines/github/facebookresearch/detectron2?branch=master
[https_dl.fbaipublicfiles.com_detectron2_wheels_cu100_index.html]: https://dl.fbaipublicfiles.com/detectron2/wheels/cu100/index.html
[GitHub - conansherry_detectron2_ detectron2 windows build]: https://github.com/conansherry/detectron2
[GitHub - saadhaxxan_Facebook_Detectron2_Windows_10_ This repo contains the process of getting started with Facebook FAIR_s detectron2 project on windows 10 without any Nvidia GPU.]: https://github.com/saadhaxxan/Facebook_Detectron2_Windows_10