I've aligned torch.version.cuda with nvcc and still can't install diff-gaussian-rasterization. Any help?

[zzh-tech]

I've aligned torch.version.cuda with nvcc and still can't install diff-gaussian-rasterization. Any help?

torch.version.cuda

'11.8'

nvcc --version

Cuda compilation tools, release 11.8, V11.8.89
Build cuda_11.8.r11.8/compiler.31833905_0

Processing ./submodules/diff-gaussian-rasterization
  Preparing metadata (setup.py) ... done
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
  ╰─> [21 lines of output]
      running bdist_wheel
      running build
      running build_py
      creating build/lib.linux-x86_64-cpython-39/diff_gaussian_rasterization
      copying diff_gaussian_rasterization/__init__.py -> build/lib.linux-x86_64-cpython-39/diff_gaussian_rasterization
      running build_ext
      /home/zhihang/.conda/envs/frosting/lib/python3.9/site-packages/torch/utils/cpp_extension.py:398: UserWarning: There are no g++ version bounds defined for CUDA version 11.8
        warnings.warn(f'There are no {compiler_name} version bounds defined for CUDA version {cuda_str_version}')
      building 'diff_gaussian_rasterization._C' extension
      creating /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/cuda_rasterizer
      Emitting ninja build file /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/build.ninja...
      Compiling objects...
      Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
      1.10.1
      g++ -pthread -B /home/zhihang/.conda/envs/frosting/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/zhihang/.conda/envs/frosting/include -I/home/zhihang/.conda/envs/frosting/include -fPIC -O2 -isystem /home/zhihang/.conda/envs/frosting/include -pthread -B /home/zhihang/.conda/envs/frosting/compiler_compat -shared /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/cuda_rasterizer/backward.o /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/cuda_rasterizer/forward.o /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/cuda_rasterizer/rasterizer_impl.o /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/ext.o /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/rasterize_points.o -L/home/zhihang/.conda/envs/frosting/lib/python3.9/site-packages/torch/lib -L/usr/local/cuda-11.8/lib64 -lc10 -ltorch -ltorch_cpu -ltorch_python -lcudart -lc10_cuda -ltorch_cuda -o build/lib.linux-x86_64-cpython-39/diff_gaussian_rasterization/_C.cpython-39-x86_64-linux-gnu.so
      g++: error: /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/cuda_rasterizer/backward.o: No such file or directory
      g++: error: /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/cuda_rasterizer/forward.o: No such file or directory
      g++: error: /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/cuda_rasterizer/rasterizer_impl.o: No such file or directory
      g++: error: /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/ext.o: No such file or directory
      g++: error: /badminton/zhihang/Projects/4DRE/gaussian-splatting/submodules/diff-gaussian-rasterization/build/temp.linux-x86_64-cpython-39/rasterize_points.o: No such file or directory
      error: command '/bin/g++' 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: ERROR: Failed to build installable wheels for some pyproject.toml based projects (diff_gaussian_rasterization)

[674123]

I also encountered the same problem. Have you solved it? Can you guide me?