Draft: Simplify and optimise PrLongLivedTracking
Simplify and optimise PrLongLivedTracking
Replace the old ghost-killing MLP model with a new one based on the new HLT2 NN framework (LHCb!4305 (merged)), in which the model is loaded from ParamFiles.
Requires lhcb-datapkg/ParamFiles!88 LHCb!4557
Checking results with fast_reco, which veto used SciFi seeds in PrMatchNN to avoid double reconstructing long tracks, the ghost rate reduce from ~50% to ~25%
- Using only chi2 criteria
ApplicationMgr INFO Application Manager Stopped successfully
DownstreamCheckerTrackChecker_5c... INFO Results
DownstreamCheckerTrackChecker_5c... INFO **** DownstreamChecker 270325 tracks including 155601 ghosts [57.56 %], Event average 49.64 % ****
DownstreamCheckerTrackChecker_5c... INFO 01_UT+T : 66823 from 929102 [ 7.19 %] 2 clones [ 0.00 %], purity: 99.37 %, hitEff: 99.10 %
DownstreamCheckerTrackChecker_5c... INFO 02_UT+T_P>5GeV : 30058 from 571713 [ 5.26 %] 0 clones [ 0.00 %], purity: 99.37 %, hitEff: 98.98 %
DownstreamCheckerTrackChecker_5c... INFO 03_UT+T_strange : 28677 from 101376 [ 28.29 %] 1 clones [ 0.00 %], purity: 99.44 %, hitEff: 99.16 %
DownstreamCheckerTrackChecker_5c... INFO 04_UT+T_strange_P>5GeV : 15579 from 52577 [ 29.63 %] 0 clones [ 0.00 %], purity: 99.43 %, hitEff: 99.03 %
DownstreamCheckerTrackChecker_5c... INFO 05_noVelo+UT+T_strange : 25885 from 56196 [ 46.06 %] 1 clones [ 0.00 %], purity: 99.44 %, hitEff: 99.15 %
DownstreamCheckerTrackChecker_5c... INFO 06_noVelo+UT+T_strange_P>5GeV : 14785 from 30746 [ 48.09 %] 0 clones [ 0.00 %], purity: 99.43 %, hitEff: 99.03 %
DownstreamCheckerTrackChecker_5c... INFO 07_UT+T_fromDB : 5003 from 38792 [ 12.90 %] 0 clones [ 0.00 %], purity: 99.46 %, hitEff: 99.31 %
DownstreamCheckerTrackChecker_5c... INFO 08_UT+T_fromBD_P>5GeV : 3037 from 25796 [ 11.77 %] 0 clones [ 0.00 %], purity: 99.49 %, hitEff: 99.25 %
DownstreamCheckerTrackChecker_5c... INFO 09_noVelo+UT+T_fromBD : 4160 from 9508 [ 43.75 %] 0 clones [ 0.00 %], purity: 99.49 %, hitEff: 99.30 %
DownstreamCheckerTrackChecker_5c... INFO 10_noVelo+UT+T_fromBD_P>5GeV : 2715 from 5793 [ 46.87 %] 0 clones [ 0.00 %], purity: 99.50 %, hitEff: 99.25 %
DownstreamCheckerTrackChecker_5c... INFO 11_UT+T_SfromDB : 3769 from 10114 [ 37.27 %] 0 clones [ 0.00 %], purity: 99.49 %, hitEff: 99.34 %
DownstreamCheckerTrackChecker_5c... INFO 12_UT+T_SfromDB_P>5GeV : 2537 from 6727 [ 37.71 %] 0 clones [ 0.00 %], purity: 99.50 %, hitEff: 99.28 %
DownstreamCheckerTrackChecker_5c... INFO 13_noVelo+UT+T_SfromDB : 3613 from 7177 [ 50.34 %] 0 clones [ 0.00 %], purity: 99.49 %, hitEff: 99.34 %
DownstreamCheckerTrackChecker_5c... INFO 14_noVelo+UT+T_SfromDB_P>5GeV : 2485 from 4900 [ 50.71 %] 0 clones [ 0.00 %], purity: 99.50 %, hitEff: 99.26 %
DownstreamCheckerTrackChecker_5c... INFO - Using the new ghost-killing MLP
DownstreamCheckerTrackChecker_5c... INFO Results
DownstreamCheckerTrackChecker_5c... INFO **** DownstreamChecker 145396 tracks including 33469 ghosts [23.02 %], Event average 18.26 % ****
DownstreamCheckerTrackChecker_5c... INFO 01_UT+T : 61039 from 929102 [ 6.57 %] 2 clones [ 0.00 %], purity: 99.43 %, hitEff: 99.23 %
DownstreamCheckerTrackChecker_5c... INFO 02_UT+T_P>5GeV : 27509 from 571713 [ 4.81 %] 0 clones [ 0.00 %], purity: 99.43 %, hitEff: 99.08 %
DownstreamCheckerTrackChecker_5c... INFO 03_UT+T_strange : 25653 from 101376 [ 25.30 %] 1 clones [ 0.00 %], purity: 99.49 %, hitEff: 99.26 %
DownstreamCheckerTrackChecker_5c... INFO 04_UT+T_strange_P>5GeV : 14254 from 52577 [ 27.11 %] 0 clones [ 0.00 %], purity: 99.48 %, hitEff: 99.11 %
DownstreamCheckerTrackChecker_5c... INFO 05_noVelo+UT+T_strange : 23041 from 56196 [ 41.00 %] 1 clones [ 0.00 %], purity: 99.50 %, hitEff: 99.26 %
DownstreamCheckerTrackChecker_5c... INFO 06_noVelo+UT+T_strange_P>5GeV : 13505 from 30746 [ 43.92 %] 0 clones [ 0.00 %], purity: 99.48 %, hitEff: 99.12 %
DownstreamCheckerTrackChecker_5c... INFO 07_UT+T_fromDB : 4758 from 38792 [ 12.27 %] 0 clones [ 0.00 %], purity: 99.49 %, hitEff: 99.40 %
DownstreamCheckerTrackChecker_5c... INFO 08_UT+T_fromBD_P>5GeV : 2922 from 25796 [ 11.33 %] 0 clones [ 0.00 %], purity: 99.50 %, hitEff: 99.32 %
DownstreamCheckerTrackChecker_5c... INFO 09_noVelo+UT+T_fromBD : 3937 from 9508 [ 41.41 %] 0 clones [ 0.00 %], purity: 99.52 %, hitEff: 99.38 %
DownstreamCheckerTrackChecker_5c... INFO 10_noVelo+UT+T_fromBD_P>5GeV : 2610 from 5793 [ 45.05 %] 0 clones [ 0.00 %], purity: 99.52 %, hitEff: 99.32 %
DownstreamCheckerTrackChecker_5c... INFO 11_UT+T_SfromDB : 3596 from 10114 [ 35.55 %] 0 clones [ 0.00 %], purity: 99.52 %, hitEff: 99.41 %
DownstreamCheckerTrackChecker_5c... INFO 12_UT+T_SfromDB_P>5GeV : 2447 from 6727 [ 36.38 %] 0 clones [ 0.00 %], purity: 99.52 %, hitEff: 99.33 %
DownstreamCheckerTrackChecker_5c... INFO 13_noVelo+UT+T_SfromDB : 3451 from 7177 [ 48.08 %] 0 clones [ 0.00 %], purity: 99.52 %, hitEff: 99.41 %
DownstreamCheckerTrackChecker_5c... INFO 14_noVelo+UT+T_SfromDB_P>5GeV : 2400 from 4900 [ 48.98 %] 0 clones [ 0.00 %], purity: 99.52 %, hitEff: 99.31 %
DownstreamCheckerTrackChecker_5c... INFO