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InstallationError: nvcc fatal : Unsupported gpu architecture 'compute_75' ninja: build stopped: subcommand failed. Error compiling objects for extension #15

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raoufkeskes opened this issue Jun 21, 2020 · 1 comment
Open

InstallationError: nvcc fatal : Unsupported gpu architecture 'compute_75' ninja: build stopped: subcommand failed. Error compiling objects for extension #15

raoufkeskes opened this issue Jun 21, 2020 · 1 comment

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@raoufkeskes
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Thanks for your error report and we appreciate it a lot.

Checklist

  1. I have searched related issues but cannot get the expected help. YES
  2. The bug has not been fixed in the latest version. YES

Describe the bug
raise InstallationError(exc_msg)
pip._internal.exceptions.InstallationError: Command errored out with exit status 1: /home/raouf/anaconda3/envs/open-mmlab/bin/python -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/home/raouf/mmdetection/setup.py'"'"'; file='"'"'/home/raouf/mmdetection/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' develop --no-deps Check the logs for full command output.
Removed build tracker: '/tmp/pip-req-tracker-4weaq6b4'

Reproduction

  1. What command or script did you run? MMDETECTRON INSTALLATION
pip install -v -e .
  1. Did you make any modifications on the code or config? NO
    Did you understand what you have modified? .
  2. What dataset did you use?

Environment

  1. Please run python mmdet/utils/collect_env.py PROBLEM WITH MMDET INSTALLATION
  2. You may add addition that may be helpful for locating the problem, such as
    • How you installed PyTorch [e.g., pip, conda, source]
    • Other environment variables that may be related (such as $PATH, $LD_LIBRARY_PATH, $PYTHONPATH, etc.)

Error traceback
If applicable, paste the error trackback here.

Non-user install because site-packages writeable
Created temporary directory: /tmp/pip-ephem-wheel-cache-cyi012tq
Created temporary directory: /tmp/pip-req-tracker-4weaq6b4
Initialized build tracking at /tmp/pip-req-tracker-4weaq6b4
Created build tracker: /tmp/pip-req-tracker-4weaq6b4
Entered build tracker: /tmp/pip-req-tracker-4weaq6b4
Created temporary directory: /tmp/pip-install-bds8rzv2
Obtaining file:///home/raouf/mmdetection
  Added file:///home/raouf/mmdetection to build tracker '/tmp/pip-req-tracker-4weaq6b4'
    Running setup.py (path:/home/raouf/mmdetection/setup.py) egg_info for package from file:///home/raouf/mmdetection
    Created temporary directory: /tmp/pip-pip-egg-info-48w9rucq
    Running command python setup.py egg_info
    running egg_info
    creating /tmp/pip-pip-egg-info-48w9rucq/mmdet.egg-info
    writing /tmp/pip-pip-egg-info-48w9rucq/mmdet.egg-info/PKG-INFO
    writing dependency_links to /tmp/pip-pip-egg-info-48w9rucq/mmdet.egg-info/dependency_links.txt
    writing requirements to /tmp/pip-pip-egg-info-48w9rucq/mmdet.egg-info/requires.txt
    writing top-level names to /tmp/pip-pip-egg-info-48w9rucq/mmdet.egg-info/top_level.txt
    writing manifest file '/tmp/pip-pip-egg-info-48w9rucq/mmdet.egg-info/SOURCES.txt'
    reading manifest file '/tmp/pip-pip-egg-info-48w9rucq/mmdet.egg-info/SOURCES.txt'
    writing manifest file '/tmp/pip-pip-egg-info-48w9rucq/mmdet.egg-info/SOURCES.txt'
  Source in /home/raouf/mmdetection has version 2.1.0+0d67223, which satisfies requirement mmdet==2.1.0+0d67223 from file:///home/raouf/mmdetection
  Removed mmdet==2.1.0+0d67223 from file:///home/raouf/mmdetection from build tracker '/tmp/pip-req-tracker-4weaq6b4'
Requirement already satisfied: matplotlib in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmdet==2.1.0+0d67223) (3.2.2)
Requirement already satisfied: mmcv>=0.6.0 in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmdet==2.1.0+0d67223) (0.6.1)
Requirement already satisfied: numpy in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmdet==2.1.0+0d67223) (1.18.1)
Requirement already satisfied: Pillow<=6.2.2 in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmdet==2.1.0+0d67223) (6.2.2)
Requirement already satisfied: six in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmdet==2.1.0+0d67223) (1.15.0)
Requirement already satisfied: terminaltables in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmdet==2.1.0+0d67223) (3.1.0)
Requirement already satisfied: torch>=1.3 in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmdet==2.1.0+0d67223) (1.5.1)
Requirement already satisfied: torchvision in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmdet==2.1.0+0d67223) (0.6.0a0+35d732a)
Requirement already satisfied: kiwisolver>=1.0.1 in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from matplotlib->mmdet==2.1.0+0d67223) (1.2.0)
Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from matplotlib->mmdet==2.1.0+0d67223) (2.4.7)
Requirement already satisfied: python-dateutil>=2.1 in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from matplotlib->mmdet==2.1.0+0d67223) (2.8.1)
Requirement already satisfied: cycler>=0.10 in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from matplotlib->mmdet==2.1.0+0d67223) (0.10.0)
Requirement already satisfied: yapf in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv>=0.6.0->mmdet==2.1.0+0d67223) (0.30.0)
Requirement already satisfied: addict in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv>=0.6.0->mmdet==2.1.0+0d67223) (2.2.1)
Requirement already satisfied: pyyaml in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv>=0.6.0->mmdet==2.1.0+0d67223) (5.3.1)
Requirement already satisfied: opencv-python>=3 in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from mmcv>=0.6.0->mmdet==2.1.0+0d67223) (4.2.0.34)
Requirement already satisfied: future in /home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages (from torch>=1.3->mmdet==2.1.0+0d67223) (0.18.2)
Installing collected packages: mmdet
  Running setup.py develop for mmdet
    Running command /home/raouf/anaconda3/envs/open-mmlab/bin/python -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/home/raouf/mmdetection/setup.py'"'"'; __file__='"'"'/home/raouf/mmdetection/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' develop --no-deps
    running develop
    running egg_info
    writing mmdet.egg-info/PKG-INFO
    writing dependency_links to mmdet.egg-info/dependency_links.txt
    writing requirements to mmdet.egg-info/requires.txt
    writing top-level names to mmdet.egg-info/top_level.txt
    reading manifest file 'mmdet.egg-info/SOURCES.txt'
    writing manifest file 'mmdet.egg-info/SOURCES.txt'
    running build_ext
    building 'mmdet.ops.nms.nms_ext' extension
    Emitting ninja build file /home/raouf/mmdetection/build/temp.linux-x86_64-3.7/build.ninja...
    Compiling objects...
    Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
    [1/1] /usr/bin/nvcc -DWITH_CUDA -I/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/include -I/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/include/TH -I/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/include/THC -I/home/raouf/anaconda3/envs/open-mmlab/include/python3.7m -c -c /home/raouf/mmdetection/mmdet/ops/nms/src/cuda/nms_kernel.cu -o /home/raouf/mmdetection/build/temp.linux-x86_64-3.7/mmdet/ops/nms/src/cuda/nms_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=nms_ext -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,code=sm_75 -std=c++14
    FAILED: /home/raouf/mmdetection/build/temp.linux-x86_64-3.7/mmdet/ops/nms/src/cuda/nms_kernel.o
    /usr/bin/nvcc -DWITH_CUDA -I/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/include -I/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/include/TH -I/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/include/THC -I/home/raouf/anaconda3/envs/open-mmlab/include/python3.7m -c -c /home/raouf/mmdetection/mmdet/ops/nms/src/cuda/nms_kernel.cu -o /home/raouf/mmdetection/build/temp.linux-x86_64-3.7/mmdet/ops/nms/src/cuda/nms_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=nms_ext -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_75,code=sm_75 -std=c++14
    nvcc fatal   : Unsupported gpu architecture 'compute_75'
    ninja: build stopped: subcommand failed.
    Traceback (most recent call last):
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1423, in _run_ninja_build
        check=True)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/subprocess.py", line 512, in run
        output=stdout, stderr=stderr)
    subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "/home/raouf/mmdetection/setup.py", line 304, in <module>
        zip_safe=False)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/setuptools/__init__.py", line 161, in setup
        return distutils.core.setup(**attrs)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/core.py", line 148, in setup
        dist.run_commands()
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/dist.py", line 966, in run_commands
        self.run_command(cmd)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/dist.py", line 985, in run_command
        cmd_obj.run()
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/setuptools/command/develop.py", line 38, in run
        self.install_for_development()
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/setuptools/command/develop.py", line 140, in install_for_development
        self.run_command('build_ext')
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/cmd.py", line 313, in run_command
        self.distribution.run_command(command)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/dist.py", line 985, in run_command
        cmd_obj.run()
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 87, in run
        _build_ext.run(self)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/Cython/Distutils/old_build_ext.py", line 186, in run
        _build_ext.build_ext.run(self)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/command/build_ext.py", line 340, in run
        self.build_extensions()
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 603, in build_extensions
        build_ext.build_extensions(self)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/Cython/Distutils/old_build_ext.py", line 195, in build_extensions
        _build_ext.build_ext.build_extensions(self)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/command/build_ext.py", line 449, in build_extensions
        self._build_extensions_serial()
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/command/build_ext.py", line 474, in _build_extensions_serial
        self.build_extension(ext)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/setuptools/command/build_ext.py", line 208, in build_extension
        _build_ext.build_extension(self, ext)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/distutils/command/build_ext.py", line 534, in build_extension
        depends=ext.depends)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 437, in unix_wrap_ninja_compile
        with_cuda=with_cuda)
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1163, in _write_ninja_file_and_compile_objects
        error_prefix='Error compiling objects for extension')
      File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1436, in _run_ninja_build
        raise RuntimeError(message)
    RuntimeError: Error compiling objects for extension
ERROR: Command errored out with exit status 1: /home/raouf/anaconda3/envs/open-mmlab/bin/python -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/home/raouf/mmdetection/setup.py'"'"'; __file__='"'"'/home/raouf/mmdetection/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' develop --no-deps Check the logs for full command output.
Exception information:
Traceback (most recent call last):
  File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/pip/_internal/cli/base_command.py", line 188, in _main
    status = self.run(options, args)
  File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/pip/_internal/cli/req_command.py", line 185, in wrapper
    return func(self, options, args)
  File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/pip/_internal/commands/install.py", line 407, in run
    use_user_site=options.use_user_site,
  File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/pip/_internal/req/__init__.py", line 71, in install_given_reqs
    **kwargs
  File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/pip/_internal/req/req_install.py", line 790, in install
    unpacked_source_directory=self.unpacked_source_directory,
  File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/pip/_internal/operations/install/editable_legacy.py", line 51, in install_editable
    cwd=unpacked_source_directory,
  File "/home/raouf/anaconda3/envs/open-mmlab/lib/python3.7/site-packages/pip/_internal/utils/subprocess.py", line 241, in call_subprocess
    raise InstallationError(exc_msg)
pip._internal.exceptions.InstallationError: Command errored out with exit status 1: /home/raouf/anaconda3/envs/open-mmlab/bin/python -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/home/raouf/mmdetection/setup.py'"'"'; __file__='"'"'/home/raouf/mmdetection/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' develop --no-deps Check the logs for full command output.
Removed build tracker: '/tmp/pip-req-tracker-4weaq6b4'

Bug fix
If you have already identified the reason, you can provide the information here. If you are willing to create a PR to fix it, please also leave a comment here and that would be much appreciated!
@songguanglu
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Hi, 'nvcc fatal : Unsupported gpu architecture 'compute_75'' seems that your cuda version not supports four your GPU. You can use a higher version of cuda such as cuda 10.x.

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@songguanglu @raoufkeskes