Joosep Pata
Joosep Pata
In https://github.com/cms-sw/cmssw/pull/38870#discussion_r938814564 we missed keeping the old ClassVersion, which has since been readded in https://github.com/cms-sw/cmssw/pull/38992. It might be useful if this bug was tested for: either at compile time, statically,...
In https://github.com/cms-sw/cmssw/pull/37559#issuecomment-1099529597 it was noticed that duplicate pixels are not treated correctly in the Phase2 pixel digitizer. As I understand, their appearance is currently related to the simulation code. >...
- updated the response plot definition in cmssw.ipynb - some fixes and updates to the transformer model - switch to using focal loss with logits (pre-softmax) (pointed out by Dylan)...
One of the fundamental questions is the computation of the loss function between two sets of particles of different multiplicity. For example, given the true set, with **no** natural ordering:...
As suggested by JK here: https://indico.cern.ch/event/1189908/contributions/5008659/attachments/2494293/4283744/20220818_jk_mlpf.pdf it might be useful to try to improve the reconstruction of event-level quantities by computing and comparing local averages of energies for each true/reconstructed...
- [x] get the basic model running on GPU with ONNXRuntime: https://github.com/jpata/cmssw/commit/36be715fa00457c310acae3c033f4788bd47a26b - [ ] run the model efficiently, with async executing and batching through e.g. SONIC: - update this...
For the moment, we concatenate input elements of different types (tracks, clusters, ...) into a single feature matrix. This means that there are features that may be defined for one...
In the `pipeline.py evaluate` step, we could produce some printouts or plots of badly reconstructed cases for further debugging.
I wrote a package [1] which derives from StatsBase and implements histograms with errors on the bin contents. Such histograms are heavily used for high-energy physics @ the Large Hadron...
The latest mplhep 0.3.28 seems incompatible with the latest matplotlib 3.8.0 ``` File "/home/runner/work/particleflow/particleflow/mlpf/pipeline.py", line 1262, in plots import mplhep File "/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/mplhep/__init__.py", line 10, in from . import alice, atlas,...