Error installing rasterizer [warning: GCC]
gmberton opened this issue · 1 comments
gmberton commented
Hi @Nik-V9 great work! I'm getting this issue while installing the requirements.txt with pip install -r requirements.txt, do you know how to fix it?
Building wheels for collected packages: diff-gaussian-rasterization
Building wheel for diff-gaussian-rasterization (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [33 lines of output]
running bdist_wheel
/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/utils/cpp_extension.py:411: 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.linux-x86_64-cpython-310
creating build/lib.linux-x86_64-cpython-310/diff_gaussian_rasterization
copying diff_gaussian_rasterization/__init__.py -> build/lib.linux-x86_64-cpython-310/diff_gaussian_rasterization
running build_ext
/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/utils/cpp_extension.py:820: UserWarning: There are no g++ version bounds defined for CUDA version 11.6
warnings.warn(f'There are no {compiler_name} version bounds defined for CUDA version {cuda_str_version}')
building 'diff_gaussian_rasterization._C' extension
creating build/temp.linux-x86_64-cpython-310
creating build/temp.linux-x86_64-cpython-310/cuda_rasterizer
/home/gberton/anaconda3/envs/splatam/bin/nvcc -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/incl
ude/TH -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include/THC -I/home/gberton/anaconda3/envs/splatam/include -I/home/gberton/anaconda3/envs/splatam/include/python3.10 -c cuda_rasterizer/backward.cu -o build/temp.linux-x86_64-cpython-310/cuda_rasterizer/backward.o -D__CUDA_NO_HALF_OPERA
TORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options '-fPIC' -I/tmp/pip-req-build-fzmhzv59/third_party/glm/ -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD
_ABI=\"_cxxabi1011\" -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++14
cuda_rasterizer/auxiliary.h(151): warning #177-D: variable "p_proj" was declared but never referenced
/home/gberton/anaconda3/envs/splatam/bin/nvcc -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/incl
ude/TH -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include/THC -I/home/gberton/anaconda3/envs/splatam/include -I/home/gberton/anaconda3/envs/splatam/include/python3.10 -c cuda_rasterizer/forward.cu -o build/temp.linux-x86_64-cpython-310/cuda_rasterizer/forward.o -D__CUDA_NO_HALF_OPERATO
RS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options '-fPIC' -I/tmp/pip-req-build-fzmhzv59/third_party/glm/ -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -DPYBIND11_BUILD_A
BI=\"_cxxabi1011\" -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++14
cuda_rasterizer/auxiliary.h(151): warning #177-D: variable "p_proj" was declared but never referenced
/home/gberton/anaconda3/envs/splatam/bin/nvcc -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/incl
ude/TH -I/home/gberton/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/include/THC -I/home/gberton/anaconda3/envs/splatam/include -I/home/gberton/anaconda3/envs/splatam/include/python3.10 -c cuda_rasterizer/rasterizer_impl.cu -o build/temp.linux-x86_64-cpython-310/cuda_rasterizer/rasterizer_impl.o -D__CUDA
_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options '-fPIC' -I/tmp/pip-req-build-fzmhzv59/third_party/glm/ -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=\"_gcc\" -DPYBIND11_STDLIB=\"_libstdcpp\" -D
PYBIND11_BUILD_ABI=\"_cxxabi1011\" -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 -std=c++14
cuda_rasterizer/auxiliary.h(151): warning #177-D: variable "p_proj" was declared but never referenced
/usr/include/c++/11/bits/std_function.h:435:145: error: parameter packs not expanded with ‘...’:
435 | function(_Functor&& __f)
| ^
/usr/include/c++/11/bits/std_function.h:435:145: note: ‘_ArgTypes’
/usr/include/c++/11/bits/std_function.h:530:146: error: parameter packs not expanded with ‘...’:
530 | operator=(_Functor&& __f)
| ^
/usr/include/c++/11/bits/std_function.h:530:146: note: ‘_ArgTypes’
error: command '/home/gberton/anaconda3/envs/splatam/bin/nvcc' failed with exit code 1
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for diff-gaussian-rasterization
Running setup.py clean for diff-gaussian-rasterization
Failed to build diff-gaussian-rasterization
ERROR: Could not build wheels for diff-gaussian-rasterization, which is required to install pyproject.toml-based projects
Nik-V9 commented
The solution based on this issue in the original 3DGS repo: graphdeco-inria/gaussian-splatting#662 (comment)
Extra steps to install the submodules diff-gaussian-rasterization and simple-knn:
- install the updated cudatoolkit:
conda install -c conda-forge cudatoolkit-dev==11.6 - install the
g++-10:sudo apt install gcc-10 g++-10 - update environment variables to use
g++-10:export CC=/usr/bin/gcc-10,export CXX=/usr/bin/g++-10 - cd to submodules directory and install:
pip install .