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Detectron2 installation error on Python 3.9 #4748

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EdibHamzaArslan opened this issue Jan 18, 2023 · 12 comments
Open

Detectron2 installation error on Python 3.9 #4748

EdibHamzaArslan opened this issue Jan 18, 2023 · 12 comments

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@EdibHamzaArslan
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Instructions To Reproduce the 🐛 Bug:

  1. Full runnable code or full changes you made:
    I didn't change anything. I have another conda enviroment in my machine, and I successfully installed detectron2 on this enviroment, the only difference is that this enviroment is using python 3.8.
  2. What exact command you run: python -m pip install -e detectron2 or python -m pip install 'git+https://github.com/facebookresearch/detectron2.git'
  3. Full logs or other relevant observations:
Installing collected packages: detectron2
  Running setup.py develop for detectron2
    error: subprocess-exited-with-error
    
    × python setup.py develop did not run successfully.
    │ exit code: 1
    ╰─> [94 lines of output]
        running develop
        /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/easy_install.py:144: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools.
          warnings.warn(
        /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
          warnings.warn(
        running egg_info
        writing detectron2.egg-info/PKG-INFO
        writing dependency_links to detectron2.egg-info/dependency_links.txt
        writing requirements to detectron2.egg-info/requires.txt
        writing top-level names to detectron2.egg-info/top_level.txt
        reading manifest file 'detectron2.egg-info/SOURCES.txt'
        adding license file 'LICENSE'
        writing manifest file 'detectron2.egg-info/SOURCES.txt'
        running build_ext
        building 'detectron2._C' extension
        Emitting ninja build file /home/edib_hamza/projects/detectron2/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)
        [1/2] c++ -MMD -MF /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o.d -pthread -B /home/edib_hamza/anaconda3/envs/pytorch3d/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -DWITH_CUDA -I/home/edib_hamza/projects/detectron2/detectron2/layers/csrc -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/TH -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/THC -I/usr/local/cuda-11.3/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include/python3.9 -c -c /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.cpp -o /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
        FAILED: /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o
        c++ -MMD -MF /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o.d -pthread -B /home/edib_hamza/anaconda3/envs/pytorch3d/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -DWITH_CUDA -I/home/edib_hamza/projects/detectron2/detectron2/layers/csrc -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/TH -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/THC -I/usr/local/cuda-11.3/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include/python3.9 -c -c /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.cpp -o /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
        In file included from /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.cpp:2:
        /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.h:4:10: fatal error: pybind11/numpy.h: No such file or directory
            4 | #include <pybind11/numpy.h>
              |          ^~~~~~~~~~~~~~~~~~
        compilation terminated.
        [2/2] c++ -MMD -MF /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o.d -pthread -B /home/edib_hamza/anaconda3/envs/pytorch3d/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -DWITH_CUDA -I/home/edib_hamza/projects/detectron2/detectron2/layers/csrc -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/TH -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/THC -I/usr/local/cuda-11.3/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include/python3.9 -c -c /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.cpp -o /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
        FAILED: /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o
        c++ -MMD -MF /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o.d -pthread -B /home/edib_hamza/anaconda3/envs/pytorch3d/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -DWITH_CUDA -I/home/edib_hamza/projects/detectron2/detectron2/layers/csrc -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/TH -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/THC -I/usr/local/cuda-11.3/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include/python3.9 -c -c /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.cpp -o /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
        In file included from /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include/torch/python.h:12,
                         from /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/extension.h:6,
                         from /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.cpp:3:
        /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/utils/pybind.h:7:10: fatal error: pybind11/pybind11.h: No such file or directory
            7 | #include <pybind11/pybind11.h>
              |          ^~~~~~~~~~~~~~~~~~~~~
        compilation terminated.
        ninja: build stopped: subcommand failed.
        Traceback (most recent call last):
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1813, in _run_ninja_build
            subprocess.run(
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/subprocess.py", line 528, 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 "/home/edib_hamza/projects/detectron2/setup.py", line 148, in <module>
            setup(
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/__init__.py", line 87, in setup
            return distutils.core.setup(**attrs)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/core.py", line 185, in setup
            return run_commands(dist)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
            dist.run_commands()
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
            self.run_command(cmd)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/dist.py", line 1208, in run_command
            super().run_command(command)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
            cmd_obj.run()
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/develop.py", line 34, in run
            self.install_for_development()
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/develop.py", line 114, in install_for_development
            self.run_command('build_ext')
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
            self.distribution.run_command(command)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/dist.py", line 1208, in run_command
            super().run_command(command)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
            cmd_obj.run()
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/build_ext.py", line 84, in run
            _build_ext.run(self)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/command/build_ext.py", line 346, in run
            self.build_extensions()
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 770, in build_extensions
            build_ext.build_extensions(self)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/command/build_ext.py", line 468, in build_extensions
            self._build_extensions_serial()
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/command/build_ext.py", line 494, in _build_extensions_serial
            self.build_extension(ext)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/build_ext.py", line 246, in build_extension
            _build_ext.build_extension(self, ext)
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/command/build_ext.py", line 549, in build_extension
            objects = self.compiler.compile(
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 591, in unix_wrap_ninja_compile
            _write_ninja_file_and_compile_objects(
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1492, in _write_ninja_file_and_compile_objects
            _run_ninja_build(
          File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1829, 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: subprocess-exited-with-error

× python setup.py develop did not run successfully.
│ exit code: 1
╰─> [94 lines of output]
    running develop
    /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/easy_install.py:144: EasyInstallDeprecationWarning: easy_install command is deprecated. Use build and pip and other standards-based tools.
      warnings.warn(
    /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
      warnings.warn(
    running egg_info
    writing detectron2.egg-info/PKG-INFO
    writing dependency_links to detectron2.egg-info/dependency_links.txt
    writing requirements to detectron2.egg-info/requires.txt
    writing top-level names to detectron2.egg-info/top_level.txt
    reading manifest file 'detectron2.egg-info/SOURCES.txt'
    adding license file 'LICENSE'
    writing manifest file 'detectron2.egg-info/SOURCES.txt'
    running build_ext
    building 'detectron2._C' extension
    Emitting ninja build file /home/edib_hamza/projects/detectron2/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)
    [1/2] c++ -MMD -MF /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o.d -pthread -B /home/edib_hamza/anaconda3/envs/pytorch3d/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -DWITH_CUDA -I/home/edib_hamza/projects/detectron2/detectron2/layers/csrc -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/TH -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/THC -I/usr/local/cuda-11.3/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include/python3.9 -c -c /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.cpp -o /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
    FAILED: /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o
    c++ -MMD -MF /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o.d -pthread -B /home/edib_hamza/anaconda3/envs/pytorch3d/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -DWITH_CUDA -I/home/edib_hamza/projects/detectron2/detectron2/layers/csrc -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/TH -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/THC -I/usr/local/cuda-11.3/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include/python3.9 -c -c /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.cpp -o /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
    In file included from /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.cpp:2:
    /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/cocoeval/cocoeval.h:4:10: fatal error: pybind11/numpy.h: No such file or directory
        4 | #include <pybind11/numpy.h>
          |          ^~~~~~~~~~~~~~~~~~
    compilation terminated.
    [2/2] c++ -MMD -MF /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o.d -pthread -B /home/edib_hamza/anaconda3/envs/pytorch3d/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -DWITH_CUDA -I/home/edib_hamza/projects/detectron2/detectron2/layers/csrc -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/TH -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/THC -I/usr/local/cuda-11.3/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include/python3.9 -c -c /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.cpp -o /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
    FAILED: /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o
    c++ -MMD -MF /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o.d -pthread -B /home/edib_hamza/anaconda3/envs/pytorch3d/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -O2 -isystem /home/edib_hamza/anaconda3/envs/pytorch3d/include -fPIC -DWITH_CUDA -I/home/edib_hamza/projects/detectron2/detectron2/layers/csrc -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/TH -I/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/THC -I/usr/local/cuda-11.3/include -I/home/edib_hamza/anaconda3/envs/pytorch3d/include/python3.9 -c -c /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.cpp -o /home/edib_hamza/projects/detectron2/build/temp.linux-x86_64-cpython-39/home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.o -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1013"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -std=c++14
    In file included from /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/api/include/torch/python.h:12,
                     from /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/extension.h:6,
                     from /home/edib_hamza/projects/detectron2/detectron2/layers/csrc/vision.cpp:3:
    /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/include/torch/csrc/utils/pybind.h:7:10: fatal error: pybind11/pybind11.h: No such file or directory
        7 | #include <pybind11/pybind11.h>
          |          ^~~~~~~~~~~~~~~~~~~~~
    compilation terminated.
    ninja: build stopped: subcommand failed.
    Traceback (most recent call last):
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1813, in _run_ninja_build
        subprocess.run(
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/subprocess.py", line 528, 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 "/home/edib_hamza/projects/detectron2/setup.py", line 148, in <module>
        setup(
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/__init__.py", line 87, in setup
        return distutils.core.setup(**attrs)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/core.py", line 185, in setup
        return run_commands(dist)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/core.py", line 201, in run_commands
        dist.run_commands()
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 969, in run_commands
        self.run_command(cmd)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/dist.py", line 1208, in run_command
        super().run_command(command)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
        cmd_obj.run()
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/develop.py", line 34, in run
        self.install_for_development()
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/develop.py", line 114, in install_for_development
        self.run_command('build_ext')
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/cmd.py", line 318, in run_command
        self.distribution.run_command(command)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/dist.py", line 1208, in run_command
        super().run_command(command)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/dist.py", line 988, in run_command
        cmd_obj.run()
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/build_ext.py", line 84, in run
        _build_ext.run(self)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/command/build_ext.py", line 346, in run
        self.build_extensions()
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 770, in build_extensions
        build_ext.build_extensions(self)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/command/build_ext.py", line 468, in build_extensions
        self._build_extensions_serial()
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/command/build_ext.py", line 494, in _build_extensions_serial
        self.build_extension(ext)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/command/build_ext.py", line 246, in build_extension
        _build_ext.build_extension(self, ext)
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/setuptools/_distutils/command/build_ext.py", line 549, in build_extension
        objects = self.compiler.compile(
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 591, in unix_wrap_ninja_compile
        _write_ninja_file_and_compile_objects(
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1492, in _write_ninja_file_and_compile_objects
        _run_ninja_build(
      File "/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1829, 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.

Environment:

Provide your environment information using the following command:

cuobjdump info    : File '/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torchvision/_C.so' does not contain device code
----------------------  -------------------------------------------------------------------------------------------
sys.platform            linux
Python                  3.9.16 (main, Jan 11 2023, 16:05:54) [GCC 11.2.0]
numpy                   1.23.5
detectron2              imported a wrong installation
detectron2._C           not built correctly: No module named 'detectron2._C'
Compiler ($CXX)         c++ (Ubuntu 10.3.0-1ubuntu1~20.04) 10.3.0
CUDA compiler           Build cuda_11.3.r11.3/compiler.29745058_0
DETECTRON2_ENV_MODULE   <not set>
PyTorch                 1.12.1 @/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torch
PyTorch debug build     False
GPU available           Yes
GPU 0                   NVIDIA GeForce GTX 1050 Ti (arch=6.1)
Driver version          510.85.02
CUDA_HOME               /usr/local/cuda-11.3
Pillow                  9.3.0
torchvision             0.13.1a0 @/home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torchvision
torchvision arch flags  /home/edib_hamza/anaconda3/envs/pytorch3d/lib/python3.9/site-packages/torchvision/_C.so
fvcore                  0.1.5.post20221221
iopath                  0.1.9
cv2                     4.7.0
----------------------  -------------------------------------------------------------------------------------------
PyTorch built with:
  - GCC 9.3
  - C++ Version: 201402
  - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v2.6.0 (Git Hash N/A)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - LAPACK is enabled (usually provided by MKL)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - CUDA Runtime 11.3
  - NVCC architecture flags: -gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86;-gencode;arch=compute_86,code=compute_86
  - CuDNN 8.2.1
  - Magma 2.7.0
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.1, CXX_COMPILER=/home/builder/mc3/envs/pytorch-build/envs/pytorch-build/conda-bld/pytorch_1673601922403/_build_env/bin/x86_64-conda-linux-gnu-c++, CXX_FLAGS=-fvisibility-inlines-hidden  -fmessage-length=0 -march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -fno-plt -O2 -ffunction-sections -pipe -isystem /home/builder/mc3/envs/pytorch-build/envs/pytorch-build/conda-bld/pytorch_1673601922403/_h_env_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_/include -fdebug-prefix-map=/home/builder/mc3/envs/pytorch-build/envs/pytorch-build/conda-bld/pytorch_1673601922403/work=/usr/local/src/conda/pytorch-1.12.1 -fdebug-prefix-map=/home/builder/mc3/envs/pytorch-build/envs/pytorch-build/conda-bld/pytorch_1673601922403/_h_env_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_=/usr/local/src/conda-prefix -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.1, USE_CUDA=1, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF,
@EdibHamzaArslan
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Hey, I created new env with python=3.8.5 but I didn't fix it. Before install detectron2, I installed this packages:

conda install pytorch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1 cudatoolkit=11.3 -c pytorch
conda install -c fvcore -c iopath -c conda-forge fvcore iopath
conda install -c bottler nvidiacub
conda install jupyter
pip install scikit-image matplotlib imageio plotly opencv-python
pip install black usort flake8 flake8-bugbear flake8-comprehensions
conda install pytorch3d -c pytorch3d

After that I am running this command "python -m pip install 'git+https://github.com/facebookresearch/detectron2.git' "
I get same error.

@Aiden2022123 Aiden2022123 mentioned this issue Jan 20, 2023
Closed
@nikhilaravi
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apt-get update && apt-get -y install pybind11-dev this fixed the issue for me.

@arthurgervais
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Thank you, pybind was the culprit 👍

@linyaaaa
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apt-get update && apt-get -y install pybind11-dev this fixed the issue for me.

This really helps. Thanks a lot.

@SaadAhmad376
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same issue remains on windows 10, even after installing pybind

@zyqhnu
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zyqhnu commented Dec 19, 2023 •
edited
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-- 2023.12.19 16:00:00 --
I got the same error!
Unfortunately, I don't have access to upgrade pybind11-dev.

-- update on 2023.12.20 10.13 --
I change the python version from 3.9.18 to 3.9.0, and it installed successfully.

@Ayush-Nema
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I faced the same issue while installing detectron2 in EC2 instance (Amazon Linux image).
Despite of running $ sudo yum update && sudo yum -y install pybind11-devel, the failure persisted.
Found that the Python header files are missing, which are necessary for compiling the Detectron2 package.
Running $ sudo yum install python3-devel helped!

In summary, run the following:
$ sudo yum update && sudo yum -y install pybind11-devel
$ sudo yum install python3-devel

@MouvementMondial
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For me it also worked to install pybind11 and pybind11-global in my conda environment:
conda install pybind11

@maxrohleder
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maxrohleder commented Apr 23, 2024 •
edited
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Solved on Windows with python=3.9 torch=2.1 cuda=11.8

  1. Install pybind: conda install -c conda-forge pybind11
  2. Navigate to your conda env include directory cd <Path-to-conda-env>/include
  3. There should be a folder named "pybind11_global" with a folder "pybind11" inside...
  4. Move the "ybind11" folder next to its current parent dir "pybind11_global" and remove the now empty directory
  5. Now re-run the install script python -m pip install -e detectron2

The problem is, that the detectron2 build script looks for "pybind11/pybind11.h" in your env/include directory. The latest version of pybind11 however installs this intermediate directory named "pybind11_global".

@miquel-espinosa
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I found extremely tricky to get all the dependencies right.
So I am leaving here the instructions to set up the environment.

# Create conda env
conda create --name detectron2 python==3.9 -y
conda activate matcher

# Install torch
pip install torch torchvision

# Install gcc and g++ with conda 
conda install -c conda-forge pybind11
conda install -c conda-forge gxx
conda install -c anaconda gcc_linux-64
conda upgrade -c conda-forge --all

# Install detectron2 (specific version)
pip install 'git+https://github.com/facebookresearch/detectron2.git@v0.6'

@Shravan103
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you need to install:
Microsoft C++ Build Tools with following selections while installing:

  • MSVC v142
  • Windows 10 SDK or newer
  • C++ CMake tools for Windows
  • C++ build tools

and then try to install the detectron2. It worked for me.

@ralfkonrad7
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ralfkonrad7 commented Dec 20, 2024 •
edited
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Does someone know how to run detectron2 in a docker? What should be in the dockerfile?

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