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FPGATrackSim: complete InsideOut workflow + unit test on bank generation

Ioannis Maznas requested to merge imaznas/athena:FPGATrackSimCI into main

This should enable the entire tracking chain for InsideOut and add a unit test on bank generation

Some stats for 2k single-mu events

FPGATrackSim
FPGATrackSimLogicalHitsProcessAlg                                 INFO PRINTING FPGATRACKSIM SIMPLE STATS
FPGATrackSimLogicalHitsProcessAlg                                 INFO ========================================================================================
FPGATrackSimLogicalHitsProcessAlg                                 INFO Inclusive efficiency to find a road = 0.995536
FPGATrackSimLogicalHitsProcessAlg                                 INFO Inclusive efficiency to find a track = 0.995536
FPGATrackSimLogicalHitsProcessAlg                                 INFO Inclusive efficiency to find a track passing chi2 = 0.753571
FPGATrackSimLogicalHitsProcessAlg                                 INFO Inclusive efficiency to find a track passing chi2 and OLR = 0.753571
FPGATrackSimLogicalHitsProcessAlg                                 INFO Number of 1st stage roads/event = 4.6875
FPGATrackSimLogicalHitsProcessAlg                                 INFO Number of 1st stage track combinations/event = 9.66786
FPGATrackSimLogicalHitsProcessAlg                                 INFO Number of 1st stage tracks passing chi2/event = 2.43036
FPGATrackSimLogicalHitsProcessAlg                                 INFO Number of 1st stage tracks passing chi2 and OLR/event = 0.884821
FPGATrackSimLogicalHitsProcessAlg                                 INFO ========================================================================================
ACTS
Hit efficiency : contributing hits over all hits of best matching truth particle
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
| eta  \ pt |    0-1000    | 1000-2500    | 2500-5000    | 5000-10000   | 10000-100000 | 100000-+inf  |  All pt      |
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
|  0.0- 0.5 |            0 |        0.845 |        0.873 |        0.874 |        0.875 |        0.857 |        0.856 |
|  0.5- 1.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  1.0- 1.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  1.5- 2.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  2.0- 2.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  2.5- 3.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  3.0- 3.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  3.5-+inf |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  All eta  |            0 |        0.845 |        0.873 |        0.874 |        0.875 |        0.857 |        0.856 |
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
Hit purity : contributing hits of best matching truth particle over all hits on track
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
| eta  \ pt |    0-1000    | 1000-2500    | 2500-5000    | 5000-10000   | 10000-100000 | 100000-+inf  |  All pt      |
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
|  0.0- 0.5 |            0 |        0.999 |        0.999 |        0.998 |            1 |            1 |        0.999 |
|  0.5- 1.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  1.0- 1.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  1.5- 2.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  2.0- 2.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  2.5- 3.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  3.0- 3.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  3.5-+inf |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  All eta  |            0 |        0.999 |        0.999 |        0.998 |            1 |            1 |        0.999 |
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
Match probability : weighted common hit sum of best matching truth particle over total track weighted hit sum
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
| eta  \ pt |    0-1000    | 1000-2500    | 2500-5000    | 5000-10000   | 10000-100000 | 100000-+inf  |  All pt      |
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
|  0.0- 0.5 |            0 |            1 |            1 |            1 |            1 |            1 |            1 |
|  0.5- 1.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  1.0- 1.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  1.5- 2.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  2.0- 2.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  2.5- 3.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  3.0- 3.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  3.5-+inf |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  All eta  |            0 |            1 |            1 |            1 |            1 |            1 |            1 |
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
Reco efficiency : tracks with assoc. truth particle over all selected truth particles with assoc. measurements.
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
| eta  \ pt |    0-1000    | 1000-2500    | 2500-5000    | 5000-10000   | 10000-100000 | 100000-+inf  |  All pt      |
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
|  0.0- 0.5 |            0 |        0.891 |        0.852 |        0.888 |        0.899 |            1 |        0.885 |
|  0.5- 1.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  1.0- 1.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  1.5- 2.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  2.0- 2.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  2.5- 3.0 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  3.0- 3.5 |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  3.5-+inf |            0 |            0 |            0 |            0 |            0 |            0 |            0 |
|  All eta  |            0 |        0.891 |        0.852 |        0.888 |        0.899 |            1 |        0.885 |
|-----------|--------------|--------------|--------------|--------------|--------------|--------------|--------------|
|-------------------------------------------------------|--------------|
| Number of tracks                                      |          991 |
| Number of truth particles with hit counts             |         1117 |
| Associated truth particles without hit counts         |            0 |
| Tracks without associated truth particle              |            0 |
| Tracks without selected, associated truth particle    |            0 |
| Best truth particle without noise correction mismatch |            0 |
|-------------------------------------------------------|--------------|

cc: @jahreda

Edited by Ioannis Maznas

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