I can't install tiny-cuda-nn

[artF412]

I'm not sure what went wrong. Can anyone help me fix this?

• pip install git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch

Error

(nerfstudio) C:\Users\unknow>pip install git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch
Collecting git+https://github.com/NVlabs/tiny-cuda-nn/#subdirectory=bindings/torch
  Cloning https://github.com/NVlabs/tiny-cuda-nn/ to c:\users\unknow\appdata\local\temp\pip-req-build-lgknkao9
  Running command git clone --filter=blob:none --quiet https://github.com/NVlabs/tiny-cuda-nn/ 'C:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9'
  Resolved https://github.com/NVlabs/tiny-cuda-nn/ to commit 075158a70b87dba8729188a9cadc9411cfa4b71d
  Running command git submodule update --init --recursive -q
  Preparing metadata (setup.py) ... done
Building wheels for collected packages: tinycudann
  Building wheel for tinycudann (setup.py) ... error
  error: subprocess-exited-with-error

  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [40 lines of output]
      C:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9\bindings/torch\setup.py:5: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
        from pkg_resources import parse_version
      Building PyTorch extension for tiny-cuda-nn version 1.7
      Obtained compute capability 75 from PyTorch
      Detected CUDA version 11.8
      Targeting C++ standard 17
      running bdist_wheel
      C:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\utils\cpp_extension.py:502: UserWarning: Attempted to use ninja as the BuildExtension backend but we could not find ninja.. Falling back to using the slow distutils backend.
        warnings.warn(msg.format('we could not find ninja.'))
      running build
      running build_py
      creating build\lib.win-amd64-cpython-38\tinycudann
      copying tinycudann\modules.py -> build\lib.win-amd64-cpython-38\tinycudann
      copying tinycudann\__init__.py -> build\lib.win-amd64-cpython-38\tinycudann
      running egg_info
      creating tinycudann.egg-info
      writing tinycudann.egg-info\PKG-INFO
      writing dependency_links to tinycudann.egg-info\dependency_links.txt
      writing top-level names to tinycudann.egg-info\top_level.txt
      writing manifest file 'tinycudann.egg-info\SOURCES.txt'
      reading manifest file 'tinycudann.egg-info\SOURCES.txt'
      writing manifest file 'tinycudann.egg-info\SOURCES.txt'
      copying tinycudann\bindings.cpp -> build\lib.win-amd64-cpython-38\tinycudann
      running build_ext
      building 'tinycudann_bindings._75_C' extension
      creating build\temp.win-amd64-cpython-38\Release\..\..\dependencies\fmt\src
      creating build\temp.win-amd64-cpython-38\Release\..\..\src
      creating build\temp.win-amd64-cpython-38\Release\tinycudann
      "C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.43.34808\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/cutlass/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/cutlass/tools/util/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/fmt/include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\TH -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include" -IC:\Users\unknow\miniconda3\envs\nerfstudio\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.43.34808\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Auxiliary\VS\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.22621.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\um" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\shared" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\winrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\cppwinrt" /EHsc /Tp../../dependencies/fmt/src/format.cc /Fobuild\temp.win-amd64-cpython-38\Release\../../dependencies/fmt/src/format.obj /MD /wd4819 /wd4251 /wd4244 /wd4267 /wd4275 /wd4018 /wd4190 /wd4624 /wd4067 /wd4068 /EHsc /std:c++17 -DTCNN_PARAMS_UNALIGNED -DTCNN_MIN_GPU_ARCH=75 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_75_C -D_GLIBCXX_USE_CXX11_ABI=0
      format.cc
      "C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.43.34808\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/cutlass/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/cutlass/tools/util/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/fmt/include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\TH -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include" -IC:\Users\unknow\miniconda3\envs\nerfstudio\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.43.34808\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Auxiliary\VS\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.22621.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\um" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\shared" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\winrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\cppwinrt" /EHsc /Tp../../dependencies/fmt/src/os.cc /Fobuild\temp.win-amd64-cpython-38\Release\../../dependencies/fmt/src/os.obj /MD /wd4819 /wd4251 /wd4244 /wd4267 /wd4275 /wd4018 /wd4190 /wd4624 /wd4067 /wd4068 /EHsc /std:c++17 -DTCNN_PARAMS_UNALIGNED -DTCNN_MIN_GPU_ARCH=75 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_75_C -D_GLIBCXX_USE_CXX11_ABI=0
      os.cc
      "C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin\nvcc" -c ../../src/common_host.cu -o build\temp.win-amd64-cpython-38\Release\../../src/common_host.obj -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/cutlass/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/cutlass/tools/util/include -IC:\Users\unknow\AppData\Local\Temp\pip-req-build-lgknkao9/dependencies/fmt/include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\TH -IC:\Users\unknow\miniconda3\envs\nerfstudio\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include" -IC:\Users\unknow\miniconda3\envs\nerfstudio\include -IC:\Users\unknow\miniconda3\envs\nerfstudio\Include "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.43.34808\include" "-IC:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Auxiliary\VS\include" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.22621.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\um" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\shared" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\winrt" "-IC:\Program Files (x86)\Windows Kits\10\\include\10.0.22621.0\\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 /wd4068 -Xcompiler /wd4067 -Xcompiler /wd4624 -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_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -std=c++17 --extended-lambda --expt-relaxed-constexpr -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ -U__CUDA_NO_HALF2_OPERATORS__ -gencode=arch=compute_75,code=compute_75 -gencode=arch=compute_75,code=sm_75 -DTCNN_PARAMS_UNALIGNED -DTCNN_MIN_GPU_ARCH=75 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=_75_C -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++17 --use-local-env
      cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF_OPERATORS__' with '/U__CUDA_NO_HALF_OPERATORS__'
      cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF_CONVERSIONS__' with '/U__CUDA_NO_HALF_CONVERSIONS__'
      cl : Command line warning D9025 : overriding '/D__CUDA_NO_HALF2_OPERATORS__' with '/U__CUDA_NO_HALF2_OPERATORS__'
      common_host.cu
      C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include\crt/host_config.h(153): fatal error C1189: #error:  -- unsupported Microsoft Visual Studio version! Only the versions between 2017 and 2022 (inclusive) are supported! The nvcc flag '-allow-unsupported-compiler' can be used to override this version check; however, using an unsupported host compiler may cause compilation failure or incorrect run time execution. Use at your own risk.
      common_host.cu
      error: command 'C:\\Program Files\\NVIDIA GPU Computing Toolkit\\CUDA\\v11.8\\bin\\nvcc' failed with exit code 2
      [end of output]

  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for tinycudann
  Running setup.py clean for tinycudann
Failed to build tinycudann
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (tinycudann)