NVlabs
Cant get tiny cuda installed (failed building wheel)
Hey I am trying to follow the installation guide to install nerfstudio on windows 11: https://docs.nerf.studio/quickstart/installation.html. Whenever I get to the installation of tinycuda I get this error:
(nerfstudio) C:\Users\beyer>pip install ninja 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\beyer\appdata\local\temp\pip-req-build-vujdk1s_ Running command git clone --filter=blob:none --quiet https://github.com/NVlabs/tiny-cuda-nn/ 'C:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_' Resolved https://github.com/NVlabs/tiny-cuda-nn/ to commit 4892659e015b12bd2fce446b8a8e33e646b21746 Running command git submodule update --init --recursive -q Preparing metadata (setup.py) ... done Collecting ninja Using cached ninja-1.11.1.1-py2.py3-none-win_amd64.whl.metadata (5.4 kB) Using cached ninja-1.11.1.1-py2.py3-none-win_amd64.whl (312 kB) 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 ╰─> [51 lines of output] C:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_\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 86 from PyTorch nvcc: NVIDIA (R) Cuda compiler driver Copyright (c) 2005-2022 NVIDIA Corporation Built on Wed_Sep_21_10:41:10_Pacific_Daylight_Time_2022 Cuda compilation tools, release 11.8, V11.8.89 Build cuda_11.8.r11.8/compiler.31833905_0 Detected CUDA version 11.8 Targeting C++ standard 17 running bdist_wheel C:\Users\beyer\anaconda3\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 creating build\lib.win-amd64-cpython-38 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.86_C' extension creating build\dependencies creating build\dependencies\fmt creating build\dependencies\fmt\src creating build\src creating build\temp.win-amd64-cpython-38 creating build\temp.win-amd64-cpython-38\Release creating build\temp.win-amd64-cpython-38\Release\tinycudann "C:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.40.33807\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/cutlass/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/cutlass/tools/util/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/fmt/include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\TH -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include" -IC:\Users\beyer\anaconda3\envs\nerfstudio\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\Include "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.40.33807\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.40.33807\ATLMFC\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\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=86 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=86_C -D_GLIBCXX_USE_CXX11_ABI=0 format.cc "C:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.40.33807\bin\HostX86\x64\cl.exe" /c /nologo /O2 /W3 /GL /DNDEBUG /MD -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/cutlass/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/cutlass/tools/util/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/fmt/include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\TH -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include" -IC:\Users\beyer\anaconda3\envs\nerfstudio\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\Include "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.40.33807\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.40.33807\ATLMFC\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\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=86 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=86_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\beyer\AppData\Local\Temp\pip-req-build-vujdk1s/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/cutlass/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/cutlass/tools/util/include -IC:\Users\beyer\AppData\Local\Temp\pip-req-build-vujdk1s_/dependencies/fmt/include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\torch\csrc\api\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\TH -IC:\Users\beyer\anaconda3\envs\nerfstudio\lib\site-packages\torch\include\THC "-IC:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\include" -IC:\Users\beyer\anaconda3\envs\nerfstudio\include -IC:\Users\beyer\anaconda3\envs\nerfstudio\Include "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.40.33807\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\VC\Tools\MSVC\14.40.33807\ATLMFC\include" "-IC:\Program Files\Microsoft Visual Studio\2022\Community\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_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -DTCNN_PARAMS_UNALIGNED -DTCNN_MIN_GPU_ARCH=86 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=86_C -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++17 --use-local-env cl : Befehlszeile warning D9025 : "/D__CUDA_NO_HALF_OPERATORS_" wird durch "/U__CUDA_NO_HALF_OPERATORS__" \x81berschrieben cl : Befehlszeile warning D9025 : "/D__CUDA_NO_HALF_CONVERSIONS__" wird durch "/U__CUDA_NO_HALF_CONVERSIONS__" \x81berschrieben cl : Befehlszeile warning D9025 : "/D__CUDA_NO_HALF2_OPERATORS__" wird durch "/U__CUDA_NO_HALF2_OPERATORS__" \x81berschrieben 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.exe' 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: Could not build wheels for tinycudann, which is required to install pyproject.toml-based projects
(nerfstudio) C:\Users\yakov>pip install ninja 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\yakov\appdata\local\temp\pip-req-build-3q6itie5 Running command git clone --filter=blob:none --quiet https://github.com/NVlabs/tiny-cuda-nn/ 'C:\Users\yakov\AppData\Local\Temp\pip-req-build-3q6itie5' error: RPC failed; curl 92 HTTP/2 stream 3 was not closed cleanly: CANCEL (err 8) error: 6367 bytes of body are still expected fetch-pack: unexpected disconnect while reading sideband packet fatal: early EOF fatal: fetch-pack: invalid index-pack output fatal: could not fetch 63576553f0c4a64f6d564498a0f32dbbecb7b0ea from promisor remote warning: Clone succeeded, but checkout failed. You can inspect what was checked out with 'git status' and retry with 'git restore --source=HEAD :/'
error: subprocess-exited-with-error
× git clone --filter=blob:none --quiet https://github.com/NVlabs/tiny-cuda-nn/ 'C:\Users\yakov\AppData\Local\Temp\pip-req-build-3q6itie5' did not run successfully. │ exit code: 128 ╰─> See above for output. i have the same
