Potential overrun of outputs for high energy (>220-250 GeV) showers
Open
- Dominant language
- C++
- Stars
- 1
- Forks
- 5
- PR merge metrics
- No merged PRs in 30d
Description
According to Claude (who ran the inference for several input energies) the hardcoded output sizes, e.g. here
https://github.com/key4hep/DDML/blob/fee49531e308b1bb7b304843325ab96b72816e84/include/DDML/CaloCloudsTwoAngleModel.h#L49
will mean that the model output overflows the buffer we provide.
Contributor guide
Research direction
Start in include/DDML/CaloCloudsTwoAngleModel.h at the hardcoded output sizes around line 49. Trace how inference outputs are written into the provided buffer, then check behavior for showers above 220–250 GeV. Done means high-energy model outputs no longer overflow the buffer.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Active
- Clarity
- Mostly clear
- Newbie friendliness
- 62/100