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Triggering Online on Long Lived Particles, A Long Lived Particle Machine Learning Tagger on the Level-1 Trigger

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Name		Name	Last commit message	Last commit date
Latest commit History 23 Commits
TOoLLiP_v1		TOoLLiP_v1
.gitignore		.gitignore
.gitmodules		.gitmodules
Makefile		Makefile
README.md		README.md
setup.sh		setup.sh

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TOoLLiP

Model training and conversion code: https://github.com/ucsd-hep-ex/L1JetTag
Emulator tutorial: https://gitlab.cern.ch/fastmachinelearning/cms_mlatl1t_tutorial/-/tree/master/part3

v1

Based on QKeras model: https://github.com/ucsd-hep-ex/L1JetTagger/blob/eb93e812690dcf1431bf5cb27bf063d154daed1e/qkL1JetTagModel.h5
Convert script: https://github.com/ucsd-hep-ex/L1JetTagger/blob/eb93e812690dcf1431bf5cb27bf063d154daed1e/HLS_qk_Roc.py
Converted HLS project: https://github.com/ucsd-hep-ex/L1JetTagger/tree/eb93e812690dcf1431bf5cb27bf063d154daed1e
hls4ml version/commit used: https://github.com/jmduarte/hls4ml/tree/8dea6ad51f78be4662513c1d4482b4b0ab94c5de
Model:
Expected performance:

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Triggering Online on Long Lived Particles, A Long Lived Particle Machine Learning Tagger on the Level-1 Trigger

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