_C.cpython-38-x86_64-linux-gnu.so:未定义符号:_ZN6caffe28TypeMeta21_typeMetaDataInstanceIdEEPKNS_6detail12TypeMetaDataEv

sbdsn5lh  于 2023-05-28  发布在  Python
关注(0)|答案(4)|浏览(609)

出现此错误的原因是什么?如何修复?我正在运行这个repo中的代码:https://github.com/facebookresearch/frankmocap

(frank) mona@goku:~/research/code/frankmocap$ python -m demo.demo_frankmocap --input_path ./sample_data/han_short.mp4 --out_dir ./mocap_output
Traceback (most recent call last):
  File "/usr/lib/python3.8/runpy.py", line 194, in _run_module_as_main
    return _run_code(code, main_globals, None,
  File "/usr/lib/python3.8/runpy.py", line 87, in _run_code
    exec(code, run_globals)
  File "/home/mona/research/code/frankmocap/demo/demo_frankmocap.py", line 25, in <module>
    from handmocap.hand_bbox_detector import HandBboxDetector
  File "/home/mona/research/code/frankmocap/handmocap/hand_bbox_detector.py", line 33, in <module>
    from detectors.hand_object_detector.lib.model.roi_layers import nms # might raise segmentation fault at the end of program
  File "/home/mona/research/code/frankmocap/detectors/hand_object_detector/lib/model/roi_layers/__init__.py", line 3, in <module>
    from .nms import nms
  File "/home/mona/research/code/frankmocap/detectors/hand_object_detector/lib/model/roi_layers/nms.py", line 3, in <module>
    from model import _C
ImportError: /home/mona/research/code/frankmocap/detectors/hand_object_detector/lib/model/_C.cpython-38-x86_64-linux-gnu.so: undefined symbol: _ZN6caffe28TypeMeta21_typeMetaDataInstanceIdEEPKNS_6detail12TypeMetaDataEv

我有:

$ lsb_release -a
LSB Version:    core-11.1.0ubuntu2-noarch:security-11.1.0ubuntu2-noarch
Distributor ID: Ubuntu
Description:    Ubuntu 20.04.2 LTS
Release:    20.04
Codename:   focal

$ python
Python 3.8.5 (default, Jan 27 2021, 15:41:15) 
[GCC 9.3.0] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import torch
>>> torch.__version__
'1.8.1+cu111'
>>> import detectron2
>>> detectron2.__version__
'0.4'
>>> from detectron2 import _C

以及:

$ python -m detectron2.utils.collect_env
/home/mona/venv/frank/lib/python3.8/site-packages/torch/cuda/__init__.py:52: 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  /pytorch/c10/cuda/CUDAFunctions.cpp:109.)
  return torch._C._cuda_getDeviceCount() > 0
No CUDA runtime is found, using CUDA_HOME='/usr'
---------------------  --------------------------------------------------------------------------
sys.platform           linux
Python                 3.8.5 (default, Jan 27 2021, 15:41:15) [GCC 9.3.0]
numpy                  1.19.5
detectron2             0.4 @/home/mona/venv/frank/lib/python3.8/site-packages/detectron2
Compiler               GCC 7.3
CUDA compiler          CUDA 11.1
DETECTRON2_ENV_MODULE  <not set>
PyTorch                1.8.1+cu111 @/home/mona/venv/frank/lib/python3.8/site-packages/torch
PyTorch debug build    False
GPU available          False
Pillow                 8.1.0
torchvision            0.9.1+cu111 @/home/mona/venv/frank/lib/python3.8/site-packages/torchvision
fvcore                 0.1.3.post20210311
cv2                    4.5.1
---------------------  --------------------------------------------------------------------------
PyTorch built with:
  - GCC 7.3
  - C++ Version: 201402
  - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v1.7.0 (Git Hash 7aed236906b1f7a05c0917e5257a1af05e9ff683)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -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 -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.8.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON,
omqzjyyz

omqzjyyz1#

当安装的pytorch版本和检测器库版本(Detectron2或mmdet)之间存在兼容性问题时,通常会出现此错误。
检测器库和pytorch必须由相同的CUDA版本构建,否则在训练模型时某些包会发生冲突。
您拥有的Pytorch(1.8.1)+ CUDA版本(11.1)可能与detectron2 v(0.4)不兼容。
repo开始,detectron2 v0.4是用torch 1.8 + cuda 11.1构建的。如果使用torch 1.8.0而不是1.8.1,可能会有所帮助

shstlldc

shstlldc2#

我尝试了这里提到的解决方案,但这并没有完全解决问题。然而,当我尝试使用this解决方案解决另一个错误时,它也为我解决了这个错误。使用以下命令:

pip install torch==1.8.0+cu111 torchvision==0.9.0+cu111 torchaudio==0.8.0 -f https://download.pytorch.org/whl/torch_stable.html
gudnpqoy

gudnpqoy3#

我也有问题。我修好了。这意味着静态库/home/mona/research/code/frankmocap/detectors/hand_object_detector/lib/model/_C.cpython-38-x86_64-linux-gnu.so不适合这个程序。我猜你重新安装了 Torch 或探测器2之类的东西。
要修复此问题,请尝试重新安装detectron2并删除frankmocap中的detectors目录,然后使用./scripts/install_frankmocap.sh./scripts/install_hand_detectors.sh./scripts/install_pose2d.sh重建frankmocap所需的库。
毕竟,也许你需要将_C.cpython-38-x86_64-linux-gnu.sodetectors/hand_object_detector/lib/build/lib.linux-x86_64-3.6/model复制到detectors/hand_object_detector/lib/model。也许不是

b4lqfgs4

b4lqfgs44#

我最近遇到了这个问题,创建了一个新的环境,参数如下,解决了我的问题。

PS:我假设你正在使用带有CUDA的torch,如果你没有,你可以安装非GPU版本。

torch version : 1.9 + cu111
torchvision : 0.10.0 + cu111
torchaudio : 0.9.0

您可以从以下位置下载这些;

pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f

对于Detectron 2;

python -m pip install detectron2 -f \
  https://dl.fbaipublicfiles.com/detectron2/wheels/cu111/torch1.9/index.html

https://download.pytorch.org/whl/torch_stable.html
PyTorch早期版本link的源代码

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