[Bug] undefined symbol: _ZN3c104cuda9SetDeviceEi

[JTShuai]

Prerequisite

• I have searched Issues and Discussions but cannot get the expected help.
• The bug has not been fixed in the latest version(https://github.com/open-mmlab/mmcv).

Environment

Pytorch and CUDA installed by docker image.
Ubuntu 20.04
CUDA version: 12.1
torch version: 2.1
mmengine version: 0.10.3
mmcv version: 2.1

mmcv installed by mim install mmcv

Reproduces the problem - code sample

Run the official check file check_installation.py

Reproduces the problem - command or script

python check_installation.py

Reproduces the problem - error message

Get error:

Traceback (most recent call last):
  File "check_instal.py", line 4, in <module>
    from mmcv.ops import box_iou_rotated
  File "/usr/local/lib/python3.8/dist-packages/mmcv/ops/__init__.py", line 3, in <module>
    from .active_rotated_filter import active_rotated_filter
  File "/usr/local/lib/python3.8/dist-packages/mmcv/ops/active_rotated_filter.py", line 10, in <module>
    ext_module = ext_loader.load_ext(
  File "/usr/local/lib/python3.8/dist-packages/mmcv/utils/ext_loader.py", line 13, in load_ext
    ext = importlib.import_module('mmcv.' + name)
  File "/usr/lib/python3.8/importlib/__init__.py", line 127, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
ImportError: /usr/local/lib/python3.8/dist-packages/mmcv/_ext.cpython-38-x86_64-linux-gnu.so: undefined symbol: _ZN3c104cuda9SetDeviceEi

Additional information

No response