[Bug] Unable to install MMCV 2.1.0 The detected CUDA version (11.8) mismatches the version that was used to compile PyTorch (12.1). Please make sure to use the same CUDA versions.

Fernando961226 commented 4 months ago

Prerequisite

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

Environment

pip install torch torchvision torchaudio
python -c 'import torch;print(torch.version)' 2.3.0+cu121
- nvidia-smi Thu May 16 13:52:34 2024
  +---------------------------------------------------------------------------------------+ | NVIDIA-SMI 535.161.08 Driver Version: 535.161.08 CUDA Version: 12.2 | |-----------------------------------------+----------------------+----------------------+

Reproduces the problem - code sample

N/A

Reproduces the problem - command or script

min install mmcv=2.1.0

Reproduces the problem - error message

Looking in links: https://download.openmmlab.com/mmcv/dist/cu121/torch2.3.0/index.html Collecting mmcv==2.1.0 Using cached mmcv-2.1.0.tar.gz (471 kB) Preparing metadata (setup.py) ... done Requirement already satisfied: addict in /home/fernando/anaconda3/envs/sea-ice-fm/lib/python3.11/site-packages (from mmcv==2.1.0) (2.4.0) Collecting mmengine>=0.3.0 (from mmcv==2.1.0) Using cached mmengine-0.10.4-py3-none-any.whl.metadata (20 kB) File "/home/fernando/anaconda3/envs/sea-ice-fm/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 522, in build_extensions .....

    File "/home/fernando/anaconda3/envs/sea-ice-fm/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 522, in build_extensions
      _check_cuda_version(compiler_name, compiler_version)
    File "/home/fernando/anaconda3/envs/sea-ice-fm/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 417, in _check_cuda_version
      raise RuntimeError(CUDA_MISMATCH_MESSAGE.format(cuda_str_version, torch.version.cuda))
  RuntimeError:
  The detected CUDA version (11.8) mismatches the version that was used to compile
  PyTorch (12.1). Please make sure to use the same CUDA versions.

Additional information

No response

zhouzaida commented 4 months ago

Hi, support for torch2.3.0 has only been available since mmcv2.2.0, you can install mmcv2.2.0 to avoid source compilation problems!

fengduduaaa commented 3 months ago

Hi, support for torch2.3.0 has only been available since mmcv2.2.0, you can install mmcv2.2.0 to avoid source compilation problems!

new bugs:"mmcv==2.2.0 is used but incompatible. Please install mmcv-full>=[2, 0, 0], <[2, 1, 0]."

smallrookie commented 3 months ago

Hi, support for torch2.3.0 has only been available since mmcv2.2.0, you can install mmcv2.2.0 to avoid source compilation problems!

new bugs:"mmcv==2.2.0 is used but incompatible. Please install mmcv-full>=[2, 0, 0], <[2, 1, 0]."

I had the same problem

open-mmlab / mmcv