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spla-tam / SplaTAM

SplaTAM: Splat, Track & Map 3D Gaussians for Dense RGB-D SLAM (CVPR 2024)
https://spla-tam.github.io/
BSD 3-Clause "New" or "Revised" License
1.59k stars 174 forks source link

diff-gaussian-rasterization error #119

Closed whwh747 closed 4 months ago

whwh747 commented 5 months ago

Hello, Thank you very much for sharing such excellent work. However, I find it very difficult to set up the environment. My CUDA version is 11.6, and I followed the instructions in the README for the rest of the setup. However, I encounter errors when installing the submodules using pip install .. The error message is as follows: Processing /disk2/wh/code/SplaTAM_wh/diff-gaussian-rasterization-w-depth 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 ╰─> [70 lines of output] /disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/cuda/init.py:83: UserWarning: CUDA initialization: Unexpected error from cudaGetDeviceCount(). Did you run some cuda functions before calling NumCudaDevices() that might have already set an error? Error 804: forward compatibility was attempted on non supported HW (Triggered internally at /opt/conda/conda-bld/pytorch_1659484803030/work/c10/cuda/CUDAFunctions.cpp:109.) return torch._C._cuda_getDeviceCount() > 0 No CUDA runtime is found, using CUDA_HOME='/disk2/wh/anaconda3/envs/splatam' running bdist_wheel 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 /disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/utils/cpp_extension.py:820: UserWarning: There are no /usr/bin/g++-10 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 /disk2/wh/code/SplaTAM_wh/diff-gaussian-rasterization-w-depth/build/temp.linux-x86_64-cpython-310 creating /disk2/wh/code/SplaTAM_wh/diff-gaussian-rasterization-w-depth/build/temp.linux-x86_64-cpython-310/cuda_rasterizer Traceback (most recent call last): File "", line 2, in File "", line 34, in File "/disk2/wh/code/SplaTAM_wh/diff-gaussian-rasterization-w-depth/setup.py", line 17, in setup( File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/init.py", line 103, in setup return distutils.core.setup(**attrs) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 185, in setup return run_commands(dist) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 201, in run_commands dist.run_commands() File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands self.run_command(cmd) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/dist.py", line 989, in run_command super().run_command(command) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/wheel/bdist_wheel.py", line 368, in run self.run_command("build") File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command self.distribution.run_command(command) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/dist.py", line 989, in run_command super().run_command(command) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/command/build.py", line 131, in run self.run_command(cmd_name) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command self.distribution.run_command(command) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/dist.py", line 989, in run_command super().run_command(command) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 988, in run_command cmd_obj.run() File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/command/build_ext.py", line 88, in run _build_ext.run(self) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 345, in run self.build_extensions() File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 765, in build_extensions build_ext.build_extensions(self) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 467, in build_extensions self._build_extensions_serial() File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 493, in _build_extensions_serial self.build_extension(ext) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/command/build_ext.py", line 249, in build_extension _build_ext.build_extension(self, ext) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 548, in build_extension objects = self.compiler.compile( File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 581, in unix_wrap_ninja_compile cuda_post_cflags = unix_cuda_flags(cuda_post_cflags) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 480, in unix_cuda_flags cflags + _get_cuda_arch_flags(cflags)) File "/disk2/wh/anaconda3/envs/splatam/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 1694, 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 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

JzHuai0108 commented 4 months ago

I think this is related to issue which has been solved.

whwh747 commented 4 months ago

thank you！ @JzHuai0108