errors when evaling on datasets

[cvg]

errors when evaling on datasets

[sarlinpe]

1. The HPatches command runs fine on my end. Can you make sure that your LightGLue dependency is up to date?

python -m pip install --upgrade git+https://github.com/cvg/LightGlue.git

2. This second commands requires that you have first trained a LightGlue model for ALIKED, as we have not yet release the corresponding model (but will do so in the next days). The code should indeed fail here - we'll fix it.

[kajo-kurisu]

1. i run this command python -m pip install --upgrade git+https://github.com/cvg/LightGlue.git
   and it seems my dependency is satisfied

Collecting git+https://github.com/cvg/LightGlue.git
  Cloning https://github.com/cvg/LightGlue.git to /tmp/pip-req-build-gbldimh9
  Running command git clone --filter=blob:none --quiet https://github.com/cvg/LightGlue.git /tmp/pip-req-build-gbldimh9
  Resolved https://github.com/cvg/LightGlue.git to commit 94443d0a76cc76b38c4f044e88b5bc3bb238f175
  Preparing metadata (setup.py) ... done
Requirement already satisfied: torch>=1.9.1 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from lightglue==0.0) (2.1.0)
Requirement already satisfied: torchvision>=0.3 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from lightglue==0.0) (0.16.0)
Requirement already satisfied: numpy in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from lightglue==0.0) (1.24.4)
Requirement already satisfied: opencv-python in /home/sy/.local/lib/python3.8/site-packages (from lightglue==0.0) (4.7.0.72)
Requirement already satisfied: matplotlib in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from lightglue==0.0) (3.7.3)
Requirement already satisfied: kornia>=0.6.11 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from lightglue==0.0) (0.7.0)
Requirement already satisfied: packaging in /home/sy/.local/lib/python3.8/site-packages (from kornia>=0.6.11->lightglue==0.0) (23.1)
Requirement already satisfied: filelock in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (3.12.4)
Requirement already satisfied: typing-extensions in /home/sy/.local/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (4.6.1)
Requirement already satisfied: sympy in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (1.12)
Requirement already satisfied: networkx in /home/sy/.local/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (2.8.8)
Requirement already satisfied: jinja2 in /home/sy/.local/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (3.1.2)
Requirement already satisfied: fsspec in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (2023.9.2)
Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.1.105 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (12.1.105)
Requirement already satisfied: nvidia-cuda-runtime-cu12==12.1.105 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (12.1.105)
Requirement already satisfied: nvidia-cuda-cupti-cu12==12.1.105 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (12.1.105)
Requirement already satisfied: nvidia-cudnn-cu12==8.9.2.26 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (8.9.2.26)
Requirement already satisfied: nvidia-cublas-cu12==12.1.3.1 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (12.1.3.1)
Requirement already satisfied: nvidia-cufft-cu12==11.0.2.54 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (11.0.2.54)
Requirement already satisfied: nvidia-curand-cu12==10.3.2.106 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (10.3.2.106)
Requirement already satisfied: nvidia-cusolver-cu12==11.4.5.107 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (11.4.5.107)
Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (12.1.0.106)
Requirement already satisfied: nvidia-nccl-cu12==2.18.1 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (2.18.1)
Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (12.1.105)
Requirement already satisfied: triton==2.1.0 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torch>=1.9.1->lightglue==0.0) (2.1.0)
Requirement already satisfied: nvidia-nvjitlink-cu12 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from nvidia-cusolver-cu12==11.4.5.107->torch>=1.9.1->lightglue==0.0) (12.2.140)
Requirement already satisfied: requests in /home/sy/.local/lib/python3.8/site-packages (from torchvision>=0.3->lightglue==0.0) (2.31.0)
Requirement already satisfied: pillow!=8.3.*,>=5.3.0 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from torchvision>=0.3->lightglue==0.0) (10.0.1)
Requirement already satisfied: contourpy>=1.0.1 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from matplotlib->lightglue==0.0) (1.1.1)
Requirement already satisfied: cycler>=0.10 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from matplotlib->lightglue==0.0) (0.12.1)
Requirement already satisfied: fonttools>=4.22.0 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from matplotlib->lightglue==0.0) (4.43.1)
Requirement already satisfied: kiwisolver>=1.0.1 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from matplotlib->lightglue==0.0) (1.4.5)
Requirement already satisfied: pyparsing>=2.3.1 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from matplotlib->lightglue==0.0) (3.1.1)
Requirement already satisfied: python-dateutil>=2.7 in /home/sy/.local/lib/python3.8/site-packages (from matplotlib->lightglue==0.0) (2.8.2)
Requirement already satisfied: importlib-resources>=3.2.0 in /home/sy/.local/lib/python3.8/site-packages (from matplotlib->lightglue==0.0) (6.1.0)
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Requirement already satisfied: six>=1.5 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from python-dateutil>=2.7->matplotlib->lightglue==0.0) (1.16.0)
Requirement already satisfied: MarkupSafe>=2.0 in /home/sy/.local/lib/python3.8/site-packages (from jinja2->torch>=1.9.1->lightglue==0.0) (2.1.3)
Requirement already satisfied: charset-normalizer<4,>=2 in /home/sy/.local/lib/python3.8/site-packages (from requests->torchvision>=0.3->lightglue==0.0) (3.1.0)
Requirement already satisfied: idna<4,>=2.5 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from requests->torchvision>=0.3->lightglue==0.0) (3.4)
Requirement already satisfied: urllib3<3,>=1.21.1 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from requests->torchvision>=0.3->lightglue==0.0) (2.0.6)
Requirement already satisfied: certifi>=2017.4.17 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from requests->torchvision>=0.3->lightglue==0.0) (2023.7.22)
Requirement already satisfied: mpmath>=0.19 in /media/sy/data2/anaconda3/envs/torch2.1/lib/python3.8/site-packages (from sympy->torch>=1.9.1->lightglue==0.0) (1.3.0)
Building wheels for collected packages: lightglue
  Building wheel for lightglue (setup.py) ... done
  Created wheel for lightglue: filename=lightglue-0.0-py3-none-any.whl size=24430 sha256=ecf7f7b8ce744684a2d30279637b49f28fc8492d039754ae5a88973685ae36f8
  Stored in directory: /tmp/pip-ephem-wheel-cache-y1w6iehb/wheels/02/66/84/f22739c829e327be2f244d338cbb11d48a81cf22cc1996d8c3
Successfully built lightglue
Installing collected packages: lightglue
Successfully installed lightglue-0.0

but when i run python -m gluefactory.eval.hpatches --conf superpoint+lightglue-official --overwrite again,the same error occurres.
then i change my torch version to torch1.13, the error still exists.

2. looking forward to ur nice work, thank u

[sarlinpe]

It is very clear that this issue could only occur with an outdated version of LightGlue. You might be updating it in a different environment than you are running gluefactory. You might first try to uninstall LightGlue completely.

[kajo-kurisu]

problem fixed, appreciate it.