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L1JetTagger

Compilation of files relating to the L1 LLP Jet Tagger.

Main files:

  • hls4ml_proj/firmware contains my myproject.cpp. This file is the output design in qkerasModel.py produced by the hls4ml tool.

  • qkerasModel.py has the qkeras model.

  • qkROC.py is the file used to produce ROCCurveQK.png.

  • HLS_Qk_Roc.py is the file used to produce hls_Qk_ROCCurve.png, which shows a comparison of ROC curves between the qkeras model and its hls conversion.

  • qkL1JetTagModel_hls_config.ipynb is the file used to convert the model saved in qkL1JetTagModel.h5 to HLS. This jupyter notebooks shows all of the configurations used, i.e reuse factor, precision, etc...