Draft: Seeding p tuning
Previous versions of the tuning rely on parameterisations that mix topological (i.e. choice of first layers) and kinematical (i.e. choice of momentum for which cases are optimised) information.
This change reformulates the two-hit and three-hit search windows in a way that is faster (~12% fewer calls), although with lower efficiencies, but also makes the choice of layers & minimum momentum explicit. There are still some momentum dependencies hidden in the U/V search, but the effect is believed to be less important. Such change allows to change the order of layers and/or momentum thresholds.
Also, the number of parameters for the X search goes from 27 to around 12.
This MR also provides two new pieces of code:
- PrAlgorithms/tools/PrHybridSeedingTuner.cpp: it allows to produce out of a .digi sample a lot of variables used in the tuning
- PrAlgorithms/tools/produceTuning.py: this is the code that produces, out of the output of PrHybridSeedingTuner, some variables related to the seeding.
I aim at presenting this at RTA WP2 meeting, and a link to the presentation will be added to this text when done.
Todo:
- [] p/pt efficiency plots: do we care about the tracks we're missing?
- [] test on more various physics channels (e.g. KS)
-
line fit in the tuner -
cubic fit in the tuner -
dRatio tuner
Old valgrind:
New valgrind:
Efficiencies:
Master:
SeedTrackChecker INFO **** Seed 109178 tracks including 5679 ghosts [ 5.20 %], Event average 4.78 % ****
SeedTrackChecker INFO 01_hasT : 73407 from 87345 [ 84.04 %] 4 clones [ 0.01 %], purity: 99.52 %, hitEff: 97.86 %
SeedTrackChecker INFO 02_long : 53381 from 57314 [ 93.14 %] 4 clones [ 0.01 %], purity: 99.64 %, hitEff: 98.39 %
SeedTrackChecker INFO 03_long_P>5GeV : 37944 from 39545 [ 95.95 %] 3 clones [ 0.01 %], purity: 99.62 %, hitEff: 98.94 %
SeedTrackChecker INFO 04_long_fromB : 2837 from 3029 [ 93.66 %] 0 clones [ 0.00 %], purity: 99.72 %, hitEff: 98.67 %
SeedTrackChecker INFO 05_long_fromB_P>5GeV : 2199 from 2297 [ 95.73 %] 0 clones [ 0.00 %], purity: 99.71 %, hitEff: 99.11 %
SeedTrackChecker INFO 06_UT+T_strange : 5667 from 6173 [ 91.80 %] 0 clones [ 0.00 %], purity: 99.66 %, hitEff: 97.91 %
SeedTrackChecker INFO 07_UT+T_strange_P>5GeV : 3077 from 3187 [ 96.55 %] 0 clones [ 0.00 %], purity: 99.65 %, hitEff: 98.85 %
SeedTrackChecker INFO 08_noVelo+UT+T_strange : 2912 from 3167 [ 91.95 %] 0 clones [ 0.00 %], purity: 99.65 %, hitEff: 97.94 %
SeedTrackChecker INFO 09_noVelo+UT+T_strange_P>5GeV : 1691 from 1751 [ 96.57 %] 0 clones [ 0.00 %], purity: 99.62 %, hitEff: 98.75 %
SeedTrackChecker INFO 10_UT+T_SfromDB : 300 from 324 [ 92.59 %] 0 clones [ 0.00 %], purity: 99.88 %, hitEff: 98.24 %
SeedTrackChecker INFO 11_UT+T_SfromDB_P>5GeV : 180 from 184 [ 97.83 %] 0 clones [ 0.00 %], purity: 99.85 %, hitEff: 98.96 %
SeedTrackChecker INFO 12_noVelo+UT+T_SfromDB_P>5GeV : 96 from 98 [ 97.96 %] 0 clones [ 0.00 %], purity: 99.72 %, hitEff: 98.98 %
SeedTrackChecker INFO 13_hasT_electrons : 15682 from 28766 [ 54.52 %] 0 clones [ 0.00 %], purity: 99.61 %, hitEff: 97.23 %
SeedTrackChecker INFO 14_long_electrons : 5477 from 6292 [ 87.05 %] 0 clones [ 0.00 %], purity: 99.73 %, hitEff: 97.74 %
SeedTrackChecker INFO 15_long_fromB_electrons : 1353 from 1491 [ 90.74 %] 0 clones [ 0.00 %], purity: 99.65 %, hitEff: 98.51 %
SeedTrackChecker INFO 16_long_electrons_P>5GeV : 3590 from 3974 [ 90.34 %] 0 clones [ 0.00 %], purity: 99.71 %, hitEff: 98.51 %
SeedTrackChecker INFO 17_long_fromB_electrons_P>5GeV : 1223 from 1325 [ 92.30 %] 0 clones [ 0.00 %], purity: 99.63 %, hitEff: 98.68 %Branch:
SeedTrackChecker INFO Results
SeedTrackChecker INFO **** Seed 107773 tracks including 5306 ghosts [ 4.92 %], Event average 4.52 % ****
SeedTrackChecker INFO 01_hasT : 72649 from 87345 [ 83.17 %] 6 clones [ 0.01 %], purity: 99.50 %, hitEff: 97.97 %
SeedTrackChecker INFO 02_long : 52821 from 57314 [ 92.16 %] 5 clones [ 0.01 %], purity: 99.61 %, hitEff: 98.44 %
SeedTrackChecker INFO 03_long_P>5GeV : 37861 from 39545 [ 95.74 %] 5 clones [ 0.01 %], purity: 99.59 %, hitEff: 98.90 %
SeedTrackChecker INFO 04_long_fromB : 2818 from 3029 [ 93.03 %] 0 clones [ 0.00 %], purity: 99.69 %, hitEff: 98.68 %
SeedTrackChecker INFO 05_long_fromB_P>5GeV : 2197 from 2297 [ 95.65 %] 0 clones [ 0.00 %], purity: 99.67 %, hitEff: 99.05 %
SeedTrackChecker INFO 06_UT+T_strange : 5558 from 6173 [ 90.04 %] 0 clones [ 0.00 %], purity: 99.65 %, hitEff: 98.10 %
SeedTrackChecker INFO 07_UT+T_strange_P>5GeV : 3075 from 3187 [ 96.49 %] 0 clones [ 0.00 %], purity: 99.63 %, hitEff: 98.83 %
SeedTrackChecker INFO 08_noVelo+UT+T_strange : 2858 from 3167 [ 90.24 %] 0 clones [ 0.00 %], purity: 99.64 %, hitEff: 98.12 %
SeedTrackChecker INFO 09_noVelo+UT+T_strange_P>5GeV : 1688 from 1751 [ 96.40 %] 0 clones [ 0.00 %], purity: 99.60 %, hitEff: 98.77 %
SeedTrackChecker INFO 10_UT+T_SfromDB : 295 from 324 [ 91.05 %] 0 clones [ 0.00 %], purity: 99.88 %, hitEff: 98.29 %
SeedTrackChecker INFO 11_UT+T_SfromDB_P>5GeV : 179 from 184 [ 97.28 %] 0 clones [ 0.00 %], purity: 99.85 %, hitEff: 98.91 %
SeedTrackChecker INFO 12_noVelo+UT+T_SfromDB_P>5GeV : 96 from 98 [ 97.96 %] 0 clones [ 0.00 %], purity: 99.72 %, hitEff: 98.98 %
SeedTrackChecker INFO 13_hasT_electrons : 15628 from 28766 [ 54.33 %] 1 clones [ 0.01 %], purity: 99.57 %, hitEff: 97.26 %
SeedTrackChecker INFO 14_long_electrons : 5439 from 6292 [ 86.44 %] 1 clones [ 0.02 %], purity: 99.69 %, hitEff: 97.74 %
SeedTrackChecker INFO 15_long_fromB_electrons : 1345 from 1491 [ 90.21 %] 0 clones [ 0.00 %], purity: 99.61 %, hitEff: 98.57 %
SeedTrackChecker INFO 16_long_electrons_P>5GeV : 3570 from 3974 [ 89.83 %] 1 clones [ 0.03 %], purity: 99.65 %, hitEff: 98.54 %
SeedTrackChecker INFO 17_long_fromB_electrons_P>5GeV : 1215 from 1325 [ 91.70 %] 0 clones [ 0.00 %], purity: 99.59 %, hitEff: 98.74 %Edited by Louis Henry