Getting Error: Failed building wheel for mmcv-full

I tried to install mmcv-full on a system with Windows 10.

The system comes with cuda 11.3 and pytorch 11.1 . The pytorch is installed under conda environment with the syntaxt conda install -n test pytorch==1.11.0 torchvision torchaudio -c pytorch

The following line was used to install the mmcv-full pip install mmcv-full==1.5.3 -f https://download.openmmlab.com/mmcv/dist/cu113/torch11.1/index.html

However, in the middle of the installation, the compiler return

 copying mmcv\ops\csrc\tensorrt\plugins\trt_roi_align_kernel.cu -> build\lib.win-amd64-3.8\mmcv\ops\csrc\tensorrt\
plugins
  copying mmcv\ops\csrc\tensorrt\plugins\trt_scatternd.cpp -> build\lib.win-amd64-3.8\mmcv\ops\csrc\tensorrt\plugins
  copying mmcv\ops\csrc\tensorrt\plugins\trt_scatternd_kernel.cu -> build\lib.win-amd64-3.8\mmcv\ops\csrc\tensorrt\
plugins
  running build_ext
  C:\Users\rpb\anaconda3\envs\test\lib\site-packages\torch\utils\cpp_extension.py:322: UserWarning: Error checking 
compiler version for cl: [WinError 2] The system cannot find the file specified
    warnings.warn(f'Error checking compiler version for {compiler}: {error}')
  building 'mmcv._ext' extension
  creating build\temp.win-amd64-3.8
  creating build\temp.win-amd64-3.8\Release
  creating build\temp.win-amd64-3.8\Release\mmcv
  creating build\temp.win-amd64-3.8\Release\mmcv\ops
  creating build\temp.win-amd64-3.8\Release\mmcv\ops\csrc
  creating build\temp.win-amd64-3.8\Release\mmcv\ops\csrc\pytorch
  creating build\temp.win-amd64-3.8\Release\mmcv\ops\csrc\pytorch\cpu
  creating build\temp.win-amd64-3.8\Release\mmcv\ops\csrc\pytorch\cuda
  "C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.32.31326\bin\HostX86\x64\cl.exe"
 /c /nologo /O2 /W3 /GL /DNDEBUG /MD -DMMCV_WITH_CUDA -IC:\Users\rpb\AppData\Local\Temp\pip-install-ho03yw5v\mmcv-f
ull_30122287b7064130b2983914081f85d6\mmcv\ops\csrc\common -IC:\Users\rpb\AppData\Local\Temp\pip-install-ho03yw5v\mm
cv-full_30122287b7064130b2983914081f85d6\mmcv\ops\csrc\common\cuda -IC:\Users\rpb\anaconda3\envs\test\lib\site-pack
ages\torch\include -IC:\Users\rpb\anaconda3\envs\test\lib\site-packages\torch\include\torch\csrc\api\include -IC:\U
sers\rpb\anaconda3\envs\test\lib\site-packages\torch\include\TH -IC:\Users\rpb\anaconda3\envs\test\lib\site-package
s\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.3\include" -IC:\Users\rpb\anaconda3\e
nvs\test\include -IC:\Users\rpb\anaconda3\envs\test\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\
BuildTools\VC\Tools\MSVC\14.32.31326\ATLMFC\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTo
ols\VC\Tools\MSVC\14.32.31326\include" /EHsc /Tp./mmcv/ops/csrc/pytorch/cpu\active_rotated_filter.cpp /Fobuild\temp
.win-amd64-3.8\Release\./mmcv/ops/csrc/pytorch/cpu\active_rotated_filter.obj /MD /wd4819 /wd4251 /wd4244 /wd4267 /w
d4275 /wd4018 /wd4190 /EHsc -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=0 
  active_rotated_filter.cpp
  C:\Users\rpb\anaconda3\envs\test\lib\site-packages\torch\include\c10/core/Allocator.h(3): fatal error C1083: Cann
ot open include file: 'stddef.h': No such file or directory
  error: command 'C:\\Program Files (x86)\\Microsoft Visual Studio\\2022\\BuildTools\\VC\\Tools\\MSVC\\14.32.31326\
\bin\\HostX86\\x64\\cl.exe' failed with exit code 2
  ----------------------------------------
  ERROR: Failed building wheel for mmcv-full

For context, the c++ development has been install as shown in the figure.

[zhouzaida]

You can install mmcv-full via openmim.

pip install -U openmim
mim install mmcv-full

[balandongiv]

Thanks for responding @zhouzaida,really appreciate. I downgrade the cuda to 11.6 and using pytorch 11.6 instead.