facebookresearch / facebookresearch/sonata
Trained checkpoint from Pointcept missing 'config' key when loading
- Dominant language
- Python
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- 795
- Forks
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Description
Hi, I trained a model using Pointcept with the following command:
sh scripts/train.sh -m 1 -g 8 -d sonata -c semseg-sonata-v1m1-3a-s3dis-lin -n semseg-sonata-v1m1-0-base-3a-s3dis-lin -w exp/sonata/pretrain-sonata-v1m1-0-base/model/model_last.pth
After training, I tried to load the checkpoint using:
model = sonata.load("/root/pythoncode/Pointcept-main/exp/sonata/semseg-sonata-v1m1-0-base-3a-s3dis-lin/model/model_best.pth").cuda()
But I encountered this error:
KeyError: 'config'
It seems that the 'config' key is missing from the checkpoint file.
Could you please help me with the following:
How can I include the config when saving the model during training?
Alternatively, how can I manually reconstruct the config used for training this model?
Thanks in advance!
Contributor guide
Research direction
Start by tracing the checkpoint produced by scripts/train.sh and the loading path used by sonata.load(.../model_best.pth), then compare the saved keys with the training configuration supplied in the command. Done means establishing whether checkpoints should contain config and documenting or testing a reliable way to load this trained checkpoint without the KeyError.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 25/100