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[Docs] Failed to install mmcv-full on Jetson Orin AGX #3223

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Scffffff opened this issue Jan 6, 2025 · 0 comments
Open

[Docs] Failed to install mmcv-full on Jetson Orin AGX #3223

Scffffff opened this issue Jan 6, 2025 · 0 comments

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Scffffff commented Jan 6, 2025

📚 The doc issue

[Docs] Failed to install mmcv-full on Jetson Orin AGX

I installed mmcv-full using source code on Jetson orin agx

Environment:
cuda 11.4 torch==1.11.0 torchvision==0.10.0

Step:
git clone https://github.com/open-mmlab/mmcv.git
cd mmcv
pip install -r requirements/optional.txt
git checkout v1.4.1

Use MMCV_WITH_OPS=1 pip install -e . -v () to install mmcv-full, the error is as follows

Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Obtaining file:///home/orin/code/RVSA/mmcv
  Preparing metadata (setup.py) ... done
Requirement already satisfied: addict in /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages (from mmcv-full==1.4.1) (2.4.0)
Requirement already satisfied: numpy in /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages (from mmcv-full==1.4.1) (1.24.4)
Requirement already satisfied: packaging in /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages (from mmcv-full==1.4.1) (24.2)
Requirement already satisfied: Pillow in /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages (from mmcv-full==1.4.1) (6.2.2)
Requirement already satisfied: pyyaml in /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages (from mmcv-full==1.4.1) (6.0.2)
Requirement already satisfied: yapf in /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages (from mmcv-full==1.4.1) (0.43.0)
Requirement already satisfied: platformdirs>=3.5.1 in /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages (from yapf->mmcv-full==1.4.1) (4.3.6)
Requirement already satisfied: tomli>=2.0.1 in /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages (from yapf->mmcv-full==1.4.1) (2.2.1)
Installing collected packages: mmcv-full
  DEPRECATION: Legacy editable install of mmcv-full==1.4.1 from file:///home/orin/code/RVSA/mmcv (setup.py develop) is deprecated. pip 25.0 will enforce this behaviour change. A possible replacement is to add a pyproject.toml or enable --use-pep517, and use setuptools >= 64. If the resulting installation is not behaving as expected, try using --config-settings editable_mode=compat. Please consult the setuptools documentation for more information. Discussion can be found at https://github.com/pypa/pip/issues/11457
  Running setup.py develop for mmcv-full
    error: subprocess-exited-with-error
    
    × python setup.py develop did not run successfully.
    │ exit code: 1
    ╰─> [273 lines of output]
        running develop
        running egg_info
        creating mmcv_full.egg-info
        writing mmcv_full.egg-info/PKG-INFO
        writing dependency_links to mmcv_full.egg-info/dependency_links.txt
        writing requirements to mmcv_full.egg-info/requires.txt
        writing top-level names to mmcv_full.egg-info/top_level.txt
        writing manifest file 'mmcv_full.egg-info/SOURCES.txt'
        reading manifest file 'mmcv_full.egg-info/SOURCES.txt'
        reading manifest template 'MANIFEST.in'
        adding license file 'LICENSE'
        adding license file 'LICENSES.md'
        writing manifest file 'mmcv_full.egg-info/SOURCES.txt'
        running build_ext
        building 'mmcv._ext' extension
        Emitting ninja build file /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/build.ninja...
        Compiling objects...
        Using envvar MAX_JOBS (7) as the number of workers...
        /home/orin/code/RVSA/mmcv/setup.py:5: DeprecationWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html
          from pkg_resources import DistributionNotFound, get_distribution
        /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/__init__.py:94: _DeprecatedInstaller: setuptools.installer and fetch_build_eggs are deprecated.
        !!
        
                ********************************************************************************
                Requirements should be satisfied by a PEP 517 installer.
                If you are using pip, you can try `pip install --use-pep517`.
                ********************************************************************************
        
        !!
          dist.fetch_build_eggs(dist.setup_requires)
        /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/dist.py:261: UserWarning: Unknown distribution option: 'tests_require'
          warnings.warn(msg)
        /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/command/develop.py:41: EasyInstallDeprecationWarning: easy_install command is deprecated.
        !!
        
                ********************************************************************************
                Please avoid running ``setup.py`` and ``easy_install``.
                Instead, use pypa/build, pypa/installer or other
                standards-based tools.
        
                See https://github.com/pypa/setuptools/issues/917 for details.
                ********************************************************************************
        
        !!
          easy_install.initialize_options(self)
        /home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.
        !!
        
                ********************************************************************************
                Please avoid running ``setup.py`` directly.
                Instead, use pypa/build, pypa/installer or other
                standards-based tools.
        
                See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.
                ********************************************************************************
        
        !!
          self.initialize_options()
        [1/89] c++ -MMD -MF /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/border_align.o.d -pthread -B /home/orin/anaconda3/envs/RVSA/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/border_align.cpp -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/border_align.o -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1
        cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
        
    [37/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/gather_points_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/gather_points_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    [38/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/knn_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/knn_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    [39/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/masked_conv2d_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/masked_conv2d_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    [40/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/psamask_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/psamask_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    FAILED: /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/psamask_cuda.o
    /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/psamask_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/psamask_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/psamask_cuda.cu:5:10: fatal error: THC/THC.h: 没有那个文件或目录
        5 | #include <THC/THC.h>
          |          ^~~~~~~~~~~
    compilation terminated.
    [41/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/modulated_deform_conv_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/modulated_deform_conv_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    [42/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/iou3d_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/iou3d_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    [43/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/ms_deform_attn_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/ms_deform_attn_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    [44/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/nms_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/nms_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    [45/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/points_in_boxes_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/points_in_boxes_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    [46/89] /usr/local/cuda-11.4/bin/nvcc  -DMMCV_WITH_CUDA -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common -I/home/orin/code/RVSA/mmcv/mmcv/ops/csrc/common/cuda -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/torch/csrc/api/include -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/TH -I/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/include/THC -I/usr/local/cuda-11.4/include -I/home/orin/anaconda3/envs/RVSA/include/python3.8 -c -c /home/orin/code/RVSA/mmcv/mmcv/ops/csrc/pytorch/cuda/nms_rotated_cuda.cu -o /home/orin/code/RVSA/mmcv/build/temp.linux-aarch64-cpython-38/mmcv/ops/csrc/pytorch/cuda/nms_rotated_cuda.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'"'"'' -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_ext -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_87,code=compute_87 -gencode=arch=compute_87,code=sm_87
    ninja: build stopped: subcommand failed.
    Traceback (most recent call last):
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1740, in _run_ninja_build
        subprocess.run(
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/subprocess.py", line 516, in run
        raise CalledProcessError(retcode, process.args,
    subprocess.CalledProcessError: Command '['ninja', '-v', '-j', '7']' 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 "/home/orin/code/RVSA/mmcv/setup.py", line 359, in <module>
        setup(
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/__init__.py", line 117, in setup
        return distutils.core.setup(**attrs)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 183, in setup
        return run_commands(dist)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/core.py", line 199, in run_commands
        dist.run_commands()
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 954, in run_commands
        self.run_command(cmd)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/dist.py", line 950, in run_command
        super().run_command(command)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 973, in run_command
        cmd_obj.run()
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/command/develop.py", line 35, in run
        self.install_for_development()
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/command/develop.py", line 112, in install_for_development
        self.run_command('build_ext')
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
        self.distribution.run_command(command)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/dist.py", line 950, in run_command
        super().run_command(command)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/dist.py", line 973, in run_command
        cmd_obj.run()
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 98, in run
        _build_ext.run(self)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/Cython/Distutils/old_build_ext.py", line 186, in run
        _build_ext.build_ext.run(self)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 359, in run
        self.build_extensions()
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 741, in build_extensions
        build_ext.build_extensions(self)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/Cython/Distutils/old_build_ext.py", line 195, in build_extensions
        _build_ext.build_ext.build_extensions(self)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 476, in build_extensions
        self._build_extensions_serial()
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 502, in _build_extensions_serial
        self.build_extension(ext)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/command/build_ext.py", line 263, in build_extension
        _build_ext.build_extension(self, ext)
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/setuptools/_distutils/command/build_ext.py", line 557, in build_extension
        objects = self.compiler.compile(
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 562, in unix_wrap_ninja_compile
        _write_ninja_file_and_compile_objects(
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1419, in _write_ninja_file_and_compile_objects
        _run_ninja_build(
      File "/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torch/utils/cpp_extension.py", line 1756, 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.

Successfully installed using MMCV_WITH_OPS=1 pip install --use-pep517 -e .

But when executing python, an error occurs

python tools/test.py

/home/orin/anaconda3/envs/RVSA/lib/python3.8/site-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: 
  warn(f"Failed to load image Python extension: {e}")
Traceback (most recent call last):
  File "tools/test.py", line 18, in <module>
    from mmseg.apis import multi_gpu_test, single_gpu_test
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/apis/__init__.py", line 2, in <module>
    from .inference import inference_segmentor, init_segmentor, show_result_pyplot
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/apis/inference.py", line 9, in <module>
    from mmseg.models import build_segmentor
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/models/__init__.py", line 2, in <module>
    from .backbones import *  # noqa: F401,F403
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/models/backbones/__init__.py", line 6, in <module>
    from .fast_scnn import FastSCNN
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/models/backbones/fast_scnn.py", line 7, in <module>
    from mmseg.models.decode_heads.psp_head import PPM
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/models/decode_heads/__init__.py", line 2, in <module>
    from .ann_head import ANNHead
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/models/decode_heads/ann_head.py", line 8, in <module>
    from .decode_head import BaseDecodeHead
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/models/decode_heads/decode_head.py", line 11, in <module>
    from ..losses import accuracy
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/models/losses/__init__.py", line 6, in <module>
    from .focal_loss import FocalLoss
  File "/home/orin/code/RVSA/Semantic_Segmentation/mmseg/models/losses/focal_loss.py", line 6, in <module>
    from mmcv.ops import sigmoid_focal_loss as _sigmoid_focal_loss
  File "/home/orin/code/RVSA/mmcv/mmcv/ops/__init__.py", line 10, in <module>
    from .corner_pool import CornerPool
  File "/home/orin/code/RVSA/mmcv/mmcv/ops/corner_pool.py", line 8, in <module>
    ext_module = ext_loader.load_ext('_ext', [
  File "/home/orin/code/RVSA/mmcv/mmcv/utils/ext_loader.py", line 15, in load_ext
    assert hasattr(ext, fun), f'{fun} miss in module {name}'
AssertionError: top_pool_forward miss in module _ext

Suggest a potential alternative/fix

No response
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