feature extraction with docker: RuntimeWarning: invalid value encountered in greater_equal
- Dominant language
- Python
- Stars
- 799
- Forks
- 111
- PR merge metrics
- No merged PRs in 30d
Description
Hi,
I was able to run the feature extraction script, `scripts/ extract_imgfeat.sh` with the Docker image from https://hub.docker.com/r/chenrocks/butd-caffe/tags?page=1&ordering=last_updated
It processed ~750 images before I encountered this:
`/src/tools/../lib/rpn/proposal_layer.py:184: RuntimeWarning: invalid value encountered in greater_equal`
`keep = np.where((ws >= min_size) & (hs >= min_size))[0] `
`F0607 05:45:37.953456 123 roi_pooling_layer.cu:87] Check failed: error == cudaSuccess (9 vs. 0) invalid configuration argument`
Do you have any pointers on what I could possibly try to fix this? Thank you!
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Research direction
Start by reproducing the failure with scripts/ extract_imgfeat.sh in the referenced Docker image. Inspect proposal_layer.py:184 and roi_pooling_layer.cu:87 around the reported warning and CUDA error. Done means feature extraction processes the image set without the runtime warning or invalid-configuration crash.
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Assessment
- Tech stack
- docker, python
- Domain
- computer-vision, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100