Questions on Installation of simple_knn
liyw420 opened this issue · comments
pip install submodules/simple-knn/
Then errors occur:
Processing ./submodules/simple-knn
Preparing metadata (setup.py) ... done
Building wheels for collected packages: simple-knn
Building wheel for simple-knn (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [80 lines of output]
/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/cuda/init.py:118: UserWarning: CUDA initialization: Unexpected error from cudaGetDeviceCount(). Did you run some cuda functions before calling NumCudaDevices() that might have already set an error? Error 803: system has unsupported display driver / cuda driver combination (Triggered internally at ../c10/cuda/CUDAFunctions.cpp:108.)
return torch._C._cuda_getDeviceCount() > 0
No CUDA runtime is found, using CUDA_HOME='/usr/local/cuda-11.8'
running bdist_wheel
/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/utils/cpp_extension.py:499: 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_ext
/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/utils/cpp_extension.py:428: 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 'simple_knn._C' extension
creating build/temp.linux-x86_64-cpython-311
gcc -pthread -B /home/vincent/ProgramFiles/miniconda3/envs/3dgs/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /home/vincent/ProgramFiles/miniconda3/envs/3dgs/include -fPIC -O2 -isystem /home/vincent/ProgramFiles/miniconda3/envs/3dgs/include -fPIC -I/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/include -I/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/include/torch/csrc/api/include -I/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/include/TH -I/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/include/THC -I/usr/local/cuda-11.8/include -I/home/vincent/ProgramFiles/miniconda3/envs/3dgs/include/python3.11 -c ext.cpp -o build/temp.linux-x86_64-cpython-311/ext.o -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 -std=c++17
/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/utils/cpp_extension.py:1967: UserWarning: TORCH_CUDA_ARCH_LIST is not set, all archs for visible cards are included for compilation.
If this is not desired, please set os.environ['TORCH_CUDA_ARCH_LIST'].
warnings.warn(
/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/cuda/init.py:619: UserWarning: Can't initialize NVML
warnings.warn("Can't initialize NVML")
Traceback (most recent call last):
File "", line 2, in
File "", line 34, in
File "/home/vincent/Research/code/gaussian-splatting/submodules/simple-knn/setup.py", line 21, in
setup(
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/init.py", line 103, in setup
return distutils.core.setup(**attrs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 185, in setup
return run_commands(dist)
^^^^^^^^^^^^^^^^^^
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
dist.run_commands()
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
self.run_command(cmd)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/dist.py", line 989, in run_command
super().run_command(command)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/wheel/bdist_wheel.py", line 364, in run
self.run_command("build")
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
self.distribution.run_command(command)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/dist.py", line 989, in run_command
super().run_command(command)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/command/build.py", line 131, in run
self.run_command(cmd_name)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
self.distribution.run_command(command)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/dist.py", line 989, in run_command
super().run_command(command)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
cmd_obj.run()
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 88, in run
_build_ext.run(self)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 345, in run
self.build_extensions()
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 870, in build_extensions
build_ext.build_extensions(self)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 467, in build_extensions
self._build_extensions_serial()
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 493, in _build_extensions_serial
self.build_extension(ext)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 249, in build_extension
_build_ext.build_extension(self, ext)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 548, in build_extension
objects = self.compiler.compile(
^^^^^^^^^^^^^^^^^^^^^^
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/setuptools/_distutils/ccompiler.py", line 600, in compile
self._compile(obj, src, ext, cc_args, extra_postargs, pp_opts)
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 606, in unix_wrap_single_compile
cflags = unix_cuda_flags(cflags)
^^^^^^^^^^^^^^^^^^^^^^^
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 573, in unix_cuda_flags
cflags + _get_cuda_arch_flags(cflags))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 1987, in _get_cuda_arch_flags
arch_list[-1] += '+PTX'
~~~~~~~~~^^^^
IndexError: list index out of range
[end of output]
note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for simple-knn
Running setup.py clean for simple-knn
Failed to build simple-knn
ERROR: Could not build wheels for simple-knn, which is required to install pyproject.toml-based projects
Here is my environment:
RTX 4090, cudatoolkit 11.8.0, python=3.11.8, torch==2.2.2+cu118,torchaudio==2.2.2+cu118, torchvision==0.17.2+cu118
Does anyone know how to solve this problem?
File "/home/vincent/ProgramFiles/miniconda3/envs/3dgs/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 1987, in _get_cuda_arch_flags
arch_list[-1] += '+PTX'
IndexError: list index out of range
[end of output]
I have tried different version combinations of python&pytorch, but it doesn't work. "diff-gaussian-rasterization" can be installed successfully, but "simple-knn" can't, always with the error "arch_list[-1] += '+PTX' ", "IndexError: list index out of range"
I have this problem too. I have simple_kNN instaled but the script seems to look for simple_knn
I have this problem too, can't solve it yet