Issue Description

I am attempting to build the diff-gaussian-rasterization package on my Linux system, but I am encountering several errors related to CUDA version mismatches and C++ standard library issues. Below are the details of my setup and the errors I am experiencing.

The environment I used was wsl2 ubuntu.

I tried to install this by using pip install .

Error Details

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
╰─> [102 lines of output]
running bdist_wheel
running build
running build_py
running build_ext
/home/hanami/.local/lib/python3.10/site-packages/torch/utils/cpp_extension.py:388: UserWarning: The detected CUDA version (11.5) has a minor version mismatch with the version that was used to compile PyTorch (11.7). Most likely this shouldn't be a problem.
warnings.warn(CUDA_MISMATCH_WARN.format(cuda_str_version, torch.version.cuda))
building 'diff_gaussian_rasterization.C' extension
Emitting ninja build file /mnt/e/hujiamin1998/diff-gaussian-rasterization/build/temp.linux-x86_64-3.10/build.ninja...
Compiling objects...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
[1/2] /usr/bin/nvcc -I/home/hanami/.local/lib/python3.10/site-packages/torch/include -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/TH -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/THC -I/usr/include/python3.10 -c -c /mnt/e/hujiamin1998/diff-gaussian-rasterization/cuda_rasterizer/rasterizer_impl.cu -o /mnt/e/hujiamin1998/diff-gaussian-rasterization/build/temp.linux-x86_64-3.10/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/mnt/e/hujiamin1998/diff-gaussian-rasterization/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++17
FAILED: /mnt/e/hujiamin1998/diff-gaussian-rasterization/build/temp.linux-x86_64-3.10/cuda_rasterizer/rasterizer_impl.o
/usr/bin/nvcc -I/home/hanami/.local/lib/python3.10/site-packages/torch/include -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/TH -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/THC -I/usr/include/python3.10 -c -c /mnt/e/hujiamin1998/diff-gaussian-rasterization/cuda_rasterizer/rasterizer_impl.cu -o /mnt/e/hujiamin1998/diff-gaussian-rasterization/build/temp.linux-x86_64-3.10/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/mnt/e/hujiamin1998/diff-gaussian-rasterization/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++17
/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’
[2/2] /usr/bin/nvcc -I/home/hanami/.local/lib/python3.10/site-packages/torch/include -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/TH -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/THC -I/usr/include/python3.10 -c -c /mnt/e/hujiamin1998/diff-gaussian-rasterization/rasterize_points.cu -o /mnt/e/hujiamin1998/diff-gaussian-rasterization/build/temp.linux-x86_64-3.10/rasterize_points.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/mnt/e/hujiamin1998/diff-gaussian-rasterization/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++17
FAILED: /mnt/e/hujiamin1998/diff-gaussian-rasterization/build/temp.linux-x86_64-3.10/rasterize_points.o
/usr/bin/nvcc -I/home/hanami/.local/lib/python3.10/site-packages/torch/include -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/TH -I/home/hanami/.local/lib/python3.10/site-packages/torch/include/THC -I/usr/include/python3.10 -c -c /mnt/e/hujiamin1998/diff-gaussian-rasterization/rasterize_points.cu -o /mnt/e/hujiamin1998/diff-gaussian-rasterization/build/temp.linux-x86_64-3.10/rasterize_points.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/mnt/e/hujiamin1998/diff-gaussian-rasterization/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++17
/home/hanami/.local/lib/python3.10/site-packages/torch/include/c10/util/irange.h(54): warning #186-D: pointless comparison of unsigned integer with zero
detected during:
instantiation of "__nv_bool c10::detail::integer_iterator<I, one_sided, >::operator==(const c10::detail::integer_iterator<I, one_sided, > &) const [with I=size_t, one_sided=false, =0]"
(61): here
instantiation of "__nv_bool c10::detail::integer_iterator<I, one_sided, >::operator!=(const c10::detail::integer_iterator<I, one_sided, > &) const [with I=size_t, one_sided=false, =0]"
/home/hanami/.local/lib/python3.10/site-packages/torch/include/c10/core/TensorImpl.h(77): here

  /home/hanami/.local/lib/python3.10/site-packages/torch/include/c10/util/irange.h(54): warning #186-D: pointless comparison of unsigned integer with zero
            detected during:
              instantiation of "__nv_bool c10::detail::integer_iterator<I, one_sided, <unnamed>>::operator==(const c10::detail::integer_iterator<I, one_sided, <unnamed>> &) const [with I=std::size_t, one_sided=true, <unnamed>=0]"
  (61): here
              instantiation of "__nv_bool c10::detail::integer_iterator<I, one_sided, <unnamed>>::operator!=(const c10::detail::integer_iterator<I, one_sided, <unnamed>> &) const [with I=std::size_t, one_sided=true, <unnamed>=0]"
  /home/hanami/.local/lib/python3.10/site-packages/torch/include/ATen/core/qualified_name.h(73): here
  
  /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’
  ninja: build stopped: subcommand failed.
  Traceback (most recent call last):
    File "/home/hanami/.local/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 1893, in _run_ninja_build
      subprocess.run(
    File "/usr/lib/python3.10/subprocess.py", line 526, in run
      raise CalledProcessError(retcode, process.args,
  subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.
  
  The above exception was the direct cause of the following exception:
  
  Traceback (most recent call last):
    File "<string>", line 2, in <module>
    File "<pip-setuptools-caller>", line 34, in <module>
    File "/mnt/e/hujiamin1998/diff-gaussian-rasterization/setup.py", line 17, in <module>
      setup(
    File "/usr/lib/python3/dist-packages/setuptools/__init__.py", line 153, in setup
      return distutils.core.setup(**attrs)
    File "/usr/lib/python3.10/distutils/core.py", line 148, in setup
      dist.run_commands()
    File "/usr/lib/python3.10/distutils/dist.py", line 966, in run_commands
      self.run_command(cmd)
    File "/usr/lib/python3.10/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/usr/lib/python3/dist-packages/wheel/bdist_wheel.py", line 299, in run
      self.run_command('build')
    File "/usr/lib/python3.10/distutils/cmd.py", line 313, in run_command
      self.distribution.run_command(command)
    File "/usr/lib/python3.10/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/usr/lib/python3.10/distutils/command/build.py", line 135, in run
      self.run_command(cmd_name)
    File "/usr/lib/python3.10/distutils/cmd.py", line 313, in run_command
      self.distribution.run_command(command)
    File "/usr/lib/python3.10/distutils/dist.py", line 985, in run_command
      cmd_obj.run()
    File "/usr/lib/python3/dist-packages/setuptools/command/build_ext.py", line 79, in run
      _build_ext.run(self)
    File "/usr/lib/python3.10/distutils/command/build_ext.py", line 340, in run
      self.build_extensions()
    File "/home/hanami/.local/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 843, in build_extensions
      build_ext.build_extensions(self)
    File "/usr/lib/python3.10/distutils/command/build_ext.py", line 449, in build_extensions
      self._build_extensions_serial()
    File "/usr/lib/python3.10/distutils/command/build_ext.py", line 474, in _build_extensions_serial
      self.build_extension(ext)
    File "/usr/lib/python3/dist-packages/setuptools/command/build_ext.py", line 202, in build_extension
      _build_ext.build_extension(self, ext)
    File "/usr/lib/python3.10/distutils/command/build_ext.py", line 529, in build_extension
      objects = self.compiler.compile(sources,
    File "/home/hanami/.local/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 658, in unix_wrap_ninja_compile
      _write_ninja_file_and_compile_objects(
    File "/home/hanami/.local/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 1574, in _write_ninja_file_and_compile_objects
      _run_ninja_build(
    File "/home/hanami/.local/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 1909, in _run_ninja_build
      raise RuntimeError(message) from e
  RuntimeError: Error compiling objects for extension
  [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