INFO:collide2v.convert:settings: {"sample": "tt0123j_5f_ckm_LO_MLM_hadronic", "target_events": 50000, "train_frac": 0.8, "n_tops": 2, "n_targets": 2, "min_valid_targets": 0, "fjet_min_pt": 150.0, "drop_zero_weight": true, "jet_dr": 0.4, "fjet_dr": 0.8, "min_jet_pt": 30, "min_fjet_pt": 150, "dataset_version": "collide2v_v1.0", "small_r_jets": "FullReco_JetPuppiAK4", "large_r_jets": "anti-kT 0.8 re-clustered from FullReco_PUPPIPart x PuppiW", "btag": "btag_M (bitmask bits {'btag_L': 0, 'btag_M': 1, 'btag_T': 2})", "git_sha": "0626c495fae00108dce0b58c80f9d43f36fe6de3"} INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000001.parquet: rows 9822/9822 used (7857 train-range / 1965 test-range), 1752 with nonzero weight #-------------------------------------------------------------------------- # FastJet release 3.5.1 # M. Cacciari, G.P. Salam and G. Soyez # A software package for jet finding and analysis at colliders # https://fastjet.fr # # Please cite EPJC72(2012)1896 [arXiv:1111.6097] if you use this package # for scientific work and optionally PLB641(2006)57 [hep-ph/0512210]. # # FastJet is provided without warranty under the GNU GPL v2 or higher. # It uses T. Chan's closest pair algorithm, S. Fortune's Voronoi code, # CGAL and 3rd party plugin jet algorithms. See COPYING file for details. #-------------------------------------------------------------------------- UserWarning: dcut and exclusive jets for jet-finders other than kt, C/A or genkt with p>=0 should be interpreted with care. ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 1 Viable tops = 32 INFO:collide2v.convert: used 187/50000 events (rows read 1000); written train=47 test=0; 23s UserWarning: dcut and exclusive jets for jet-finders other than kt, C/A or genkt with p>=0 should be interpreted with care. ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 104 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 33 num SRqq tops = 5 num SRbq tops = 6 num FB tops = 3 Viable tops = 37 INFO:collide2v.convert: used 360/50000 events (rows read 2000); written train=95 test=0; 24s ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 0 Viable tops = 31 INFO:collide2v.convert: used 549/50000 events (rows read 3000); written train=148 test=0; 25s ============================================================ ============================================================ ============================================================ num events = 201 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 102 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 34 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 2 Viable tops = 39 INFO:collide2v.convert: used 750/50000 events (rows read 4000); written train=196 test=0; 26s ============================================================ ============================================================ ============================================================ num events = 163 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 22 num SRqq tops = 7 num SRbq tops = 5 num FB tops = 1 Viable tops = 26 INFO:collide2v.convert: used 913/50000 events (rows read 5000); written train=243 test=0; 27s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 31 num SRqq tops = 8 num SRbq tops = 3 num FB tops = 0 Viable tops = 34 INFO:collide2v.convert: used 1089/50000 events (rows read 6000); written train=291 test=0; 28s ============================================================ ============================================================ ============================================================ num events = 162 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 84 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 28 num SRqq tops = 4 num SRbq tops = 3 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 1251/50000 events (rows read 7000); written train=331 test=0; 29s ============================================================ ============================================================ ============================================================ num events = 154 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 81 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 27 num SRqq tops = 2 num SRbq tops = 3 num FB tops = 1 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 29 ------------------------------------------------------------ Nevts passing event selection: 9 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 17 Number of leptonic tops: 0 Num events after pre-selection = 8 num FR tops = 3 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 0 Viable tops = 4 INFO:collide2v.convert: used 1434/50000 events (rows read 8000); written train=368 test=8; 30s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 34 num SRqq tops = 0 num SRbq tops = 10 num FB tops = 2 Viable tops = 37 INFO:collide2v.convert: used 1614/50000 events (rows read 9000); written train=368 test=57; 31s ============================================================ ============================================================ ============================================================ num events = 138 ------------------------------------------------------------ Nevts passing event selection: 40 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 76 Number of leptonic tops: 0 Num events after pre-selection = 36 num FR tops = 27 num SRqq tops = 2 num SRbq tops = 4 num FB tops = 1 Viable tops = 28 INFO:collide2v.convert: used 1752/50000 events (rows read 9822); written train=368 test=93; 32s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000002.parquet: rows 9817/9817 used (7853 train-range / 1964 test-range), 1800 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 16] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 16] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 96 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 28 num SRqq tops = 2 num SRbq tops = 10 num FB tops = 1 Viable tops = 30 INFO:collide2v.convert: used 1950/50000 events (rows read 10822); written train=414 test=93; 50s ============================================================ ============================================================ ============================================================ num events = 185 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 115 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 41 num SRqq tops = 7 num SRbq tops = 9 num FB tops = 2 Viable tops = 45 INFO:collide2v.convert: used 2135/50000 events (rows read 11822); written train=469 test=93; 51s ============================================================ ============================================================ ============================================================ num events = 192 ------------------------------------------------------------ Nevts passing event selection: 57 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 106 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 29 num SRqq tops = 2 num SRbq tops = 7 num FB tops = 1 Viable tops = 31 INFO:collide2v.convert: used 2327/50000 events (rows read 12822); written train=518 test=93; 52s ============================================================ ============================================================ ============================================================ num events = 163 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 91 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 33 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 5 Viable tops = 35 INFO:collide2v.convert: used 2490/50000 events (rows read 13822); written train=559 test=93; 53s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 87 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 29 num SRqq tops = 7 num SRbq tops = 10 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert: used 2674/50000 events (rows read 14822); written train=600 test=93; 54s ============================================================ ============================================================ ============================================================ num events = 165 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 34 num SRqq tops = 7 num SRbq tops = 9 num FB tops = 0 Viable tops = 38 INFO:collide2v.convert: used 2839/50000 events (rows read 15822); written train=645 test=93; 55s ============================================================ ============================================================ ============================================================ num events = 190 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 6 num FB tops = 2 Viable tops = 33 INFO:collide2v.convert: used 3029/50000 events (rows read 16822); written train=697 test=93; 56s ============================================================ ============================================================ ============================================================ num events = 162 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 27 num SRqq tops = 5 num SRbq tops = 3 num FB tops = 1 Viable tops = 28 ============================================================ ============================================================ ============================================================ num events = 28 ------------------------------------------------------------ Nevts passing event selection: 11 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 12] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 20 Number of leptonic tops: 0 Num events after pre-selection = 9 num FR tops = 6 num SRqq tops = 1 num SRbq tops = 3 num FB tops = 0 Viable tops = 7 INFO:collide2v.convert: used 3219/50000 events (rows read 17822); written train=742 test=102; 57s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 28 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 2 Viable tops = 33 INFO:collide2v.convert: used 3397/50000 events (rows read 18822); written train=742 test=150; 58s ============================================================ ============================================================ ============================================================ num events = 155 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 31 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 0 Viable tops = 35 INFO:collide2v.convert: used 3552/50000 events (rows read 19639); written train=742 test=196; 59s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000003.parquet: rows 9809/9809 used (7847 train-range / 1962 test-range), 1801 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ Nevts passing event selection: 64 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 123 Number of leptonic tops: 0 Num events after pre-selection = 59 num FR tops = 37 num SRqq tops = 5 num SRbq tops = 4 num FB tops = 1 Viable tops = 40 INFO:collide2v.convert: used 3740/50000 events (rows read 20639); written train=801 test=196; 74s ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 64 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 113 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 36 num SRqq tops = 8 num SRbq tops = 7 num FB tops = 0 Viable tops = 39 INFO:collide2v.convert: used 3938/50000 events (rows read 21639); written train=850 test=196; 75s ============================================================ ============================================================ ============================================================ num events = 199 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 33 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 0 Viable tops = 36 INFO:collide2v.convert: used 4137/50000 events (rows read 22639); written train=895 test=196; 76s ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 24 num SRqq tops = 2 num SRbq tops = 3 num FB tops = 0 Viable tops = 25 INFO:collide2v.convert: used 4311/50000 events (rows read 23639); written train=941 test=196; 77s ============================================================ ============================================================ ============================================================ num events = 171 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 34 num SRqq tops = 4 num SRbq tops = 7 num FB tops = 0 Viable tops = 38 INFO:collide2v.convert: used 4482/50000 events (rows read 24639); written train=986 test=196; 78s ============================================================ ============================================================ ============================================================ num events = 175 ------------------------------------------------------------ Nevts passing event selection: 40 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 78 Number of leptonic tops: 0 Num events after pre-selection = 38 num FR tops = 19 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 0 Viable tops = 21 INFO:collide2v.convert: used 4657/50000 events (rows read 25639); written train=1024 test=196; 78s ============================================================ ============================================================ ============================================================ num events = 186 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 114 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 29 num SRqq tops = 2 num SRbq tops = 8 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert: used 4843/50000 events (rows read 26639); written train=1079 test=196; 79s ============================================================ ============================================================ ============================================================ num events = 141 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 86 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 34 num SRqq tops = 4 num SRbq tops = 2 num FB tops = 2 Viable tops = 34 ============================================================ ============================================================ ============================================================ num events = 33 ------------------------------------------------------------ Nevts passing event selection: 9 Unique Njets passing Jet object selection: [5, 6, 7, 8, 9, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 16 Number of leptonic tops: 0 Num events after pre-selection = 8 num FR tops = 4 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 4 INFO:collide2v.convert: used 5017/50000 events (rows read 27639); written train=1120 test=204; 81s ============================================================ ============================================================ ============================================================ num events = 186 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 35 num SRqq tops = 6 num SRbq tops = 11 num FB tops = 2 Viable tops = 39 INFO:collide2v.convert: used 5203/50000 events (rows read 28639); written train=1120 test=252; 81s ============================================================ ============================================================ ============================================================ num events = 150 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 86 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 6 num FB tops = 1 Viable tops = 33 INFO:collide2v.convert: used 5353/50000 events (rows read 29448); written train=1120 test=293; 82s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000004.parquet: rows 9823/9823 used (7858 train-range / 1965 test-range), 1807 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 32 num SRqq tops = 7 num SRbq tops = 4 num FB tops = 2 Viable tops = 34 INFO:collide2v.convert: used 5531/50000 events (rows read 30448); written train=1163 test=293; 98s ============================================================ ============================================================ ============================================================ num events = 166 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 33 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 0 Viable tops = 34 INFO:collide2v.convert: used 5697/50000 events (rows read 31448); written train=1209 test=293; 99s ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 33 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 4 Viable tops = 35 INFO:collide2v.convert: used 5886/50000 events (rows read 32448); written train=1257 test=293; 100s ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4] ------------------------------------------------------------ Number of hadronic tops: 91 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 28 num SRqq tops = 2 num SRbq tops = 3 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 6055/50000 events (rows read 33448); written train=1301 test=293; 101s ============================================================ ============================================================ ============================================================ num events = 177 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 6] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 6] ------------------------------------------------------------ Number of hadronic tops: 106 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 31 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 3 Viable tops = 35 INFO:collide2v.convert: used 6232/50000 events (rows read 34448); written train=1351 test=293; 102s ============================================================ ============================================================ ============================================================ num events = 181 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 104 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 25 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 2 Viable tops = 30 INFO:collide2v.convert: used 6413/50000 events (rows read 35448); written train=1401 test=293; 103s ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 25 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 6595/50000 events (rows read 36448); written train=1445 test=293; 104s ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 30 num SRqq tops = 2 num SRbq tops = 8 num FB tops = 2 Viable tops = 33 ============================================================ ============================================================ ============================================================ num events = 27 ------------------------------------------------------------ Nevts passing event selection: 5 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 13] Unique Njets passing event selection and Jet object selection: [8, 9, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 10 Number of leptonic tops: 0 Num events after pre-selection = 5 num FR tops = 0 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 0 INFO:collide2v.convert: used 6789/50000 events (rows read 37448); written train=1491 test=298; 105s ============================================================ ============================================================ ============================================================ num events = 201 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 27 num SRqq tops = 4 num SRbq tops = 6 num FB tops = 2 Viable tops = 29 INFO:collide2v.convert: used 6990/50000 events (rows read 38448); written train=1491 test=344; 106s ============================================================ ============================================================ ============================================================ num events = 170 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 73 Number of leptonic tops: 0 Num events after pre-selection = 32 num FR tops = 24 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 2 Viable tops = 28 INFO:collide2v.convert: used 7160/50000 events (rows read 39271); written train=1491 test=376; 106s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000005.parquet: rows 9825/9825 used (7860 train-range / 1965 test-range), 1813 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 195 ------------------------------------------------------------ Nevts passing event selection: 66 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 126 Number of leptonic tops: 0 Num events after pre-selection = 60 num FR tops = 41 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 2 Viable tops = 44 INFO:collide2v.convert: used 7355/50000 events (rows read 40271); written train=1551 test=376; 126s ============================================================ ============================================================ ============================================================ num events = 181 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 31 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 2 Viable tops = 34 INFO:collide2v.convert: used 7536/50000 events (rows read 41271); written train=1598 test=376; 127s ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 27 num SRqq tops = 6 num SRbq tops = 10 num FB tops = 2 Viable tops = 31 INFO:collide2v.convert: used 7703/50000 events (rows read 42271); written train=1644 test=376; 128s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 106 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 40 num SRqq tops = 6 num SRbq tops = 10 num FB tops = 1 Viable tops = 43 INFO:collide2v.convert: used 7887/50000 events (rows read 43271); written train=1694 test=376; 128s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 61 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 114 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 27 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 2 Viable tops = 30 INFO:collide2v.convert: used 8067/50000 events (rows read 44271); written train=1747 test=376; 129s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 89 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 24 num SRqq tops = 4 num SRbq tops = 6 num FB tops = 0 Viable tops = 28 INFO:collide2v.convert: used 8245/50000 events (rows read 45271); written train=1790 test=376; 130s ============================================================ ============================================================ ============================================================ num events = 190 ------------------------------------------------------------ Nevts passing event selection: 62 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 118 Number of leptonic tops: 0 Num events after pre-selection = 56 num FR tops = 41 num SRqq tops = 5 num SRbq tops = 12 num FB tops = 1 Viable tops = 45 INFO:collide2v.convert: used 8435/50000 events (rows read 46271); written train=1846 test=376; 131s ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 85 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 23 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 1 Viable tops = 25 ============================================================ ============================================================ ============================================================ num events = 22 ------------------------------------------------------------ Nevts passing event selection: 7 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 12 Number of leptonic tops: 0 Num events after pre-selection = 5 num FR tops = 5 num SRqq tops = 2 num SRbq tops = 1 num FB tops = 0 Viable tops = 5 INFO:collide2v.convert: used 8624/50000 events (rows read 47271); written train=1887 test=381; 132s ============================================================ ============================================================ ============================================================ num events = 201 ------------------------------------------------------------ Nevts passing event selection: 65 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 123 Number of leptonic tops: 0 Num events after pre-selection = 58 num FR tops = 36 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 1 Viable tops = 39 INFO:collide2v.convert: used 8825/50000 events (rows read 48271); written train=1887 test=439; 133s ============================================================ ============================================================ ============================================================ num events = 148 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 96 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 33 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 0 Viable tops = 34 INFO:collide2v.convert: used 8973/50000 events (rows read 49096); written train=1887 test=485; 134s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000006.parquet: rows 9802/9802 used (7841 train-range / 1961 test-range), 1824 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 202 ------------------------------------------------------------ Nevts passing event selection: 63 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 119 Number of leptonic tops: 0 Num events after pre-selection = 56 num FR tops = 38 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 0 Viable tops = 43 INFO:collide2v.convert: used 9175/50000 events (rows read 50096); written train=1943 test=485; 147s ============================================================ ============================================================ ============================================================ num events = 185 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 108 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 33 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 4 Viable tops = 38 INFO:collide2v.convert: used 9360/50000 events (rows read 51096); written train=1993 test=485; 148s ============================================================ ============================================================ ============================================================ num events = 200 ------------------------------------------------------------ Nevts passing event selection: 57 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 108 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 32 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 4 Viable tops = 35 INFO:collide2v.convert: used 9560/50000 events (rows read 52096); written train=2044 test=485; 149s ============================================================ ============================================================ ============================================================ num events = 196 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 105 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 35 num SRqq tops = 2 num SRbq tops = 5 num FB tops = 1 Viable tops = 37 INFO:collide2v.convert: used 9756/50000 events (rows read 53096); written train=2094 test=485; 150s ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ Nevts passing event selection: 62 Unique Njets passing Jet object selection: [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 118 Number of leptonic tops: 0 Num events after pre-selection = 56 num FR tops = 32 num SRqq tops = 4 num SRbq tops = 9 num FB tops = 1 Viable tops = 35 INFO:collide2v.convert: used 9943/50000 events (rows read 54096); written train=2150 test=485; 151s ============================================================ ============================================================ ============================================================ num events = 162 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 86 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 23 num SRqq tops = 1 num SRbq tops = 8 num FB tops = 1 Viable tops = 27 INFO:collide2v.convert: used 10105/50000 events (rows read 55096); written train=2189 test=485; 152s ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 42 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 83 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 25 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 1 Viable tops = 27 INFO:collide2v.convert: used 10274/50000 events (rows read 56096); written train=2230 test=485; 153s ============================================================ ============================================================ ============================================================ num events = 157 ------------------------------------------------------------ Nevts passing event selection: 40 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 77 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 25 num SRqq tops = 2 num SRbq tops = 5 num FB tops = 0 Viable tops = 29 ============================================================ ============================================================ ============================================================ num events = 32 ------------------------------------------------------------ Nevts passing event selection: 12 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 3] ------------------------------------------------------------ Number of hadronic tops: 23 Number of leptonic tops: 0 Num events after pre-selection = 11 num FR tops = 6 num SRqq tops = 1 num SRbq tops = 2 num FB tops = 0 Viable tops = 7 INFO:collide2v.convert: used 10463/50000 events (rows read 57096); written train=2267 test=496; 154s ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 101 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 33 num SRqq tops = 7 num SRbq tops = 4 num FB tops = 1 Viable tops = 34 INFO:collide2v.convert: used 10652/50000 events (rows read 58096); written train=2267 test=543; 155s ============================================================ ============================================================ ============================================================ num events = 145 ------------------------------------------------------------ Nevts passing event selection: 35 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 66 Number of leptonic tops: 0 Num events after pre-selection = 31 num FR tops = 19 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 0 Viable tops = 22 INFO:collide2v.convert: used 10797/50000 events (rows read 58898); written train=2267 test=574; 156s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000007.parquet: rows 9809/9809 used (7847 train-range / 1962 test-range), 1746 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 26 num SRqq tops = 2 num SRbq tops = 5 num FB tops = 1 Viable tops = 28 INFO:collide2v.convert: used 10981/50000 events (rows read 59898); written train=2310 test=574; 172s ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 104 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 28 num SRqq tops = 5 num SRbq tops = 13 num FB tops = 5 Viable tops = 34 INFO:collide2v.convert: used 11163/50000 events (rows read 60898); written train=2360 test=574; 173s ============================================================ ============================================================ ============================================================ num events = 185 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 29 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 5 Viable tops = 33 INFO:collide2v.convert: used 11348/50000 events (rows read 61898); written train=2406 test=574; 174s ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 28 num SRqq tops = 2 num SRbq tops = 7 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert: used 11521/50000 events (rows read 62898); written train=2453 test=574; 175s ============================================================ ============================================================ ============================================================ num events = 165 ------------------------------------------------------------ Nevts passing event selection: 38 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 70 Number of leptonic tops: 0 Num events after pre-selection = 32 num FR tops = 16 num SRqq tops = 2 num SRbq tops = 12 num FB tops = 4 Viable tops = 22 INFO:collide2v.convert: used 11686/50000 events (rows read 63898); written train=2485 test=574; 176s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 57 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 113 Number of leptonic tops: 0 Num events after pre-selection = 56 num FR tops = 35 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 1 Viable tops = 39 INFO:collide2v.convert: used 11866/50000 events (rows read 64898); written train=2541 test=574; 177s ============================================================ ============================================================ ============================================================ num events = 168 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 32 num SRqq tops = 1 num SRbq tops = 8 num FB tops = 3 Viable tops = 33 INFO:collide2v.convert: used 12034/50000 events (rows read 65898); written train=2587 test=574; 177s ============================================================ ============================================================ ============================================================ num events = 155 ------------------------------------------------------------ Nevts passing event selection: 35 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 62 Number of leptonic tops: 0 Num events after pre-selection = 28 num FR tops = 22 num SRqq tops = 3 num SRbq tops = 4 num FB tops = 0 Viable tops = 25 ============================================================ ============================================================ ============================================================ num events = 28 ------------------------------------------------------------ Nevts passing event selection: 6 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 12 Number of leptonic tops: 0 Num events after pre-selection = 6 num FR tops = 2 num SRqq tops = 1 num SRbq tops = 0 num FB tops = 0 Viable tops = 2 INFO:collide2v.convert: used 12217/50000 events (rows read 66898); written train=2615 test=580; 179s ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 62 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 118 Number of leptonic tops: 0 Num events after pre-selection = 56 num FR tops = 32 num SRqq tops = 1 num SRbq tops = 10 num FB tops = 2 Viable tops = 36 INFO:collide2v.convert: used 12399/50000 events (rows read 67898); written train=2615 test=636; 179s ============================================================ ============================================================ ============================================================ num events = 144 ------------------------------------------------------------ Nevts passing event selection: 35 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 69 Number of leptonic tops: 0 Num events after pre-selection = 34 num FR tops = 22 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 1 Viable tops = 24 INFO:collide2v.convert: used 12543/50000 events (rows read 68707); written train=2615 test=670; 180s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000008.parquet: rows 1838/1838 used (1470 train-range / 368 test-range), 369 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 213 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 114 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 36 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 4 Viable tops = 38 INFO:collide2v.convert: used 12756/50000 events (rows read 69707); written train=2669 test=670; 191s ============================================================ ============================================================ ============================================================ num events = 87 ------------------------------------------------------------ Nevts passing event selection: 29 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 55 Number of leptonic tops: 0 Num events after pre-selection = 26 num FR tops = 12 num SRqq tops = 3 num SRbq tops = 2 num FB tops = 0 Viable tops = 14 ============================================================ ============================================================ ============================================================ num events = 69 ------------------------------------------------------------ Nevts passing event selection: 17 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 34 Number of leptonic tops: 0 Num events after pre-selection = 17 num FR tops = 11 num SRqq tops = 2 num SRbq tops = 4 num FB tops = 0 Viable tops = 13 INFO:collide2v.convert: used 12912/50000 events (rows read 70545); written train=2695 test=687; 192s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000009.parquet: rows 9802/9802 used (7841 train-range / 1961 test-range), 1771 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 196 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 29 num SRqq tops = 5 num SRbq tops = 2 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert: used 13108/50000 events (rows read 71545); written train=2740 test=687; 202s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 38 num SRqq tops = 6 num SRbq tops = 11 num FB tops = 4 Viable tops = 38 INFO:collide2v.convert: used 13284/50000 events (rows read 72545); written train=2786 test=687; 203s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 96 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 28 num SRqq tops = 8 num SRbq tops = 9 num FB tops = 2 Viable tops = 32 INFO:collide2v.convert: used 13464/50000 events (rows read 73545); written train=2832 test=687; 204s ============================================================ ============================================================ ============================================================ num events = 168 ------------------------------------------------------------ Nevts passing event selection: 48 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 89 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 26 num SRqq tops = 6 num SRbq tops = 8 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 13632/50000 events (rows read 74545); written train=2873 test=687; 205s ============================================================ ============================================================ ============================================================ num events = 156 ------------------------------------------------------------ Nevts passing event selection: 38 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 72 Number of leptonic tops: 0 Num events after pre-selection = 34 num FR tops = 19 num SRqq tops = 3 num SRbq tops = 3 num FB tops = 1 Viable tops = 19 INFO:collide2v.convert: used 13788/50000 events (rows read 75545); written train=2907 test=687; 206s ============================================================ ============================================================ ============================================================ num events = 181 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 96 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 29 num SRqq tops = 5 num SRbq tops = 3 num FB tops = 1 Viable tops = 31 INFO:collide2v.convert: used 13969/50000 events (rows read 76545); written train=2953 test=687; 207s ============================================================ ============================================================ ============================================================ num events = 181 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 88 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 24 num SRqq tops = 1 num SRbq tops = 9 num FB tops = 2 Viable tops = 27 INFO:collide2v.convert: used 14150/50000 events (rows read 77545); written train=2994 test=687; 208s ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 87 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 26 num SRqq tops = 6 num SRbq tops = 5 num FB tops = 1 Viable tops = 29 ============================================================ ============================================================ ============================================================ num events = 29 ------------------------------------------------------------ Nevts passing event selection: 7 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 13 Number of leptonic tops: 0 Num events after pre-selection = 6 num FR tops = 3 num SRqq tops = 2 num SRbq tops = 0 num FB tops = 0 Viable tops = 3 INFO:collide2v.convert: used 14351/50000 events (rows read 78545); written train=3035 test=693; 209s ============================================================ ============================================================ ============================================================ num events = 190 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 105 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 31 num SRqq tops = 2 num SRbq tops = 10 num FB tops = 3 Viable tops = 35 INFO:collide2v.convert: used 14541/50000 events (rows read 79545); written train=3035 test=744; 210s ============================================================ ============================================================ ============================================================ num events = 142 ------------------------------------------------------------ Nevts passing event selection: 31 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 60 Number of leptonic tops: 0 Num events after pre-selection = 29 num FR tops = 25 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 2 Viable tops = 27 INFO:collide2v.convert: used 14683/50000 events (rows read 80347); written train=3035 test=773; 211s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000010.parquet: rows 9792/9792 used (7833 train-range / 1959 test-range), 1782 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 2 Viable tops = 32 INFO:collide2v.convert: used 14867/50000 events (rows read 81347); written train=3079 test=773; 225s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 34 num SRqq tops = 4 num SRbq tops = 7 num FB tops = 3 Viable tops = 36 INFO:collide2v.convert: used 15043/50000 events (rows read 82347); written train=3127 test=773; 226s ============================================================ ============================================================ ============================================================ num events = 193 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 112 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 35 num SRqq tops = 7 num SRbq tops = 12 num FB tops = 2 Viable tops = 40 INFO:collide2v.convert: used 15236/50000 events (rows read 83347); written train=3181 test=773; 226s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 117 Number of leptonic tops: 0 Num events after pre-selection = 57 num FR tops = 33 num SRqq tops = 7 num SRbq tops = 16 num FB tops = 4 Viable tops = 41 INFO:collide2v.convert: used 15414/50000 events (rows read 84347); written train=3238 test=773; 227s ============================================================ ============================================================ ============================================================ num events = 199 ------------------------------------------------------------ Nevts passing event selection: 48 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 92 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 34 num SRqq tops = 4 num SRbq tops = 13 num FB tops = 5 Viable tops = 40 INFO:collide2v.convert: used 15613/50000 events (rows read 85347); written train=3282 test=773; 228s ============================================================ ============================================================ ============================================================ num events = 168 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 90 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 28 num SRqq tops = 6 num SRbq tops = 5 num FB tops = 2 Viable tops = 31 INFO:collide2v.convert: used 15781/50000 events (rows read 86347); written train=3327 test=773; 229s ============================================================ ============================================================ ============================================================ num events = 186 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 34 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 2 Viable tops = 37 INFO:collide2v.convert: used 15967/50000 events (rows read 87347); written train=3374 test=773; 230s ============================================================ ============================================================ ============================================================ num events = 146 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 85 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 27 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 1 Viable tops = 29 ============================================================ ============================================================ ============================================================ num events = 28 ------------------------------------------------------------ Nevts passing event selection: 11 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 21 Number of leptonic tops: 0 Num events after pre-selection = 10 num FR tops = 6 num SRqq tops = 2 num SRbq tops = 0 num FB tops = 0 Viable tops = 6 INFO:collide2v.convert: used 16141/50000 events (rows read 88347); written train=3414 test=783; 231s ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ Nevts passing event selection: 57 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 107 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 37 num SRqq tops = 7 num SRbq tops = 9 num FB tops = 2 Viable tops = 43 INFO:collide2v.convert: used 16320/50000 events (rows read 89347); written train=3414 test=834; 232s ============================================================ ============================================================ ============================================================ num events = 145 ------------------------------------------------------------ Nevts passing event selection: 35 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 64 Number of leptonic tops: 0 Num events after pre-selection = 29 num FR tops = 15 num SRqq tops = 2 num SRbq tops = 2 num FB tops = 1 Viable tops = 18 INFO:collide2v.convert: used 16465/50000 events (rows read 90139); written train=3414 test=863; 233s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000011.parquet: rows 9799/9799 used (7839 train-range / 1960 test-range), 1742 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 90 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 27 num SRqq tops = 6 num SRbq tops = 8 num FB tops = 2 Viable tops = 31 INFO:collide2v.convert: used 16637/50000 events (rows read 91139); written train=3457 test=863; 245s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 112 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 36 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 4 Viable tops = 39 INFO:collide2v.convert: used 16813/50000 events (rows read 92139); written train=3510 test=863; 246s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 62 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 121 Number of leptonic tops: 0 Num events after pre-selection = 59 num FR tops = 32 num SRqq tops = 2 num SRbq tops = 9 num FB tops = 3 Viable tops = 36 INFO:collide2v.convert: used 16989/50000 events (rows read 93139); written train=3569 test=863; 247s ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ Nevts passing event selection: 65 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 122 Number of leptonic tops: 0 Num events after pre-selection = 57 num FR tops = 34 num SRqq tops = 2 num SRbq tops = 5 num FB tops = 1 Viable tops = 36 INFO:collide2v.convert: used 17176/50000 events (rows read 94139); written train=3626 test=863; 248s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 101 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 32 num SRqq tops = 3 num SRbq tops = 2 num FB tops = 1 Viable tops = 32 INFO:collide2v.convert: used 17354/50000 events (rows read 95139); written train=3672 test=863; 249s ============================================================ ============================================================ ============================================================ num events = 192 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 104 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 32 num SRqq tops = 11 num SRbq tops = 9 num FB tops = 1 Viable tops = 37 INFO:collide2v.convert: used 17546/50000 events (rows read 96139); written train=3722 test=863; 250s ============================================================ ============================================================ ============================================================ num events = 193 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 16] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 16] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 114 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 44 num SRqq tops = 10 num SRbq tops = 13 num FB tops = 4 Viable tops = 47 INFO:collide2v.convert: used 17739/50000 events (rows read 97139); written train=3776 test=863; 251s ============================================================ ============================================================ ============================================================ num events = 158 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 77 Number of leptonic tops: 0 Num events after pre-selection = 36 num FR tops = 24 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 3 Viable tops = 27 ============================================================ ============================================================ ============================================================ num events = 25 ------------------------------------------------------------ Nevts passing event selection: 7 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 2] ------------------------------------------------------------ Number of hadronic tops: 14 Number of leptonic tops: 0 Num events after pre-selection = 7 num FR tops = 4 num SRqq tops = 2 num SRbq tops = 0 num FB tops = 1 Viable tops = 5 INFO:collide2v.convert: used 17922/50000 events (rows read 98139); written train=3812 test=870; 252s ============================================================ ============================================================ ============================================================ num events = 147 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 81 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 32 num SRqq tops = 4 num SRbq tops = 10 num FB tops = 3 Viable tops = 38 INFO:collide2v.convert: used 18069/50000 events (rows read 99139); written train=3812 test=907; 253s ============================================================ ============================================================ ============================================================ num events = 138 ------------------------------------------------------------ Nevts passing event selection: 30 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 59 Number of leptonic tops: 0 Num events after pre-selection = 29 num FR tops = 20 num SRqq tops = 5 num SRbq tops = 10 num FB tops = 2 Viable tops = 25 INFO:collide2v.convert: used 18207/50000 events (rows read 99938); written train=3812 test=936; 254s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000012.parquet: rows 9830/9830 used (7864 train-range / 1966 test-range), 1812 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 192 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 92 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 28 num SRqq tops = 4 num SRbq tops = 2 num FB tops = 0 Viable tops = 30 INFO:collide2v.convert: used 18399/50000 events (rows read 100938); written train=3857 test=936; 268s ============================================================ ============================================================ ============================================================ num events = 177 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 101 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 34 num SRqq tops = 4 num SRbq tops = 12 num FB tops = 3 Viable tops = 38 INFO:collide2v.convert: used 18576/50000 events (rows read 101938); written train=3906 test=936; 269s ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 35 num SRqq tops = 2 num SRbq tops = 8 num FB tops = 3 Viable tops = 39 INFO:collide2v.convert: used 18763/50000 events (rows read 102938); written train=3953 test=936; 270s ============================================================ ============================================================ ============================================================ num events = 197 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 112 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 40 num SRqq tops = 8 num SRbq tops = 13 num FB tops = 2 Viable tops = 46 INFO:collide2v.convert: used 18960/50000 events (rows read 103938); written train=4007 test=936; 271s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 57 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 33 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 1 Viable tops = 37 INFO:collide2v.convert: used 19144/50000 events (rows read 104938); written train=4061 test=936; 272s ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 104 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 38 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 1 Viable tops = 42 INFO:collide2v.convert: used 19327/50000 events (rows read 105938); written train=4111 test=936; 273s ============================================================ ============================================================ ============================================================ num events = 164 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 86 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 25 num SRqq tops = 5 num SRbq tops = 4 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 19491/50000 events (rows read 106938); written train=4153 test=936; 274s ============================================================ ============================================================ ============================================================ num events = 165 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 33 num SRqq tops = 6 num SRbq tops = 8 num FB tops = 5 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 24 ------------------------------------------------------------ Nevts passing event selection: 8 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 15 Number of leptonic tops: 0 Num events after pre-selection = 7 num FR tops = 6 num SRqq tops = 2 num SRbq tops = 1 num FB tops = 0 Viable tops = 6 INFO:collide2v.convert: used 19680/50000 events (rows read 107938); written train=4206 test=943; 275s ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 31 num SRqq tops = 3 num SRbq tops = 3 num FB tops = 1 Viable tops = 33 INFO:collide2v.convert: used 19863/50000 events (rows read 108938); written train=4206 test=991; 276s ============================================================ ============================================================ ============================================================ num events = 156 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 107 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 32 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 1 Viable tops = 36 INFO:collide2v.convert: used 20019/50000 events (rows read 109768); written train=4206 test=1044; 277s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000013.parquet: rows 9797/9797 used (7837 train-range / 1960 test-range), 1799 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 171 ------------------------------------------------------------ Nevts passing event selection: 42 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 82 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 2 Viable tops = 30 INFO:collide2v.convert: used 20190/50000 events (rows read 110768); written train=4246 test=1044; 292s ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 26 num SRqq tops = 5 num SRbq tops = 6 num FB tops = 1 Viable tops = 27 INFO:collide2v.convert: used 20359/50000 events (rows read 111768); written train=4294 test=1044; 293s ============================================================ ============================================================ ============================================================ num events = 200 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 35 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 1 Viable tops = 39 INFO:collide2v.convert: used 20559/50000 events (rows read 112768); written train=4346 test=1044; 294s ============================================================ ============================================================ ============================================================ num events = 175 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 36 num SRqq tops = 3 num SRbq tops = 12 num FB tops = 4 Viable tops = 41 INFO:collide2v.convert: used 20734/50000 events (rows read 113768); written train=4394 test=1044; 295s ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 101 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 13 num FB tops = 3 Viable tops = 34 INFO:collide2v.convert: used 20922/50000 events (rows read 114768); written train=4441 test=1044; 296s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 35 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 1 Viable tops = 40 INFO:collide2v.convert: used 21100/50000 events (rows read 115768); written train=4494 test=1044; 297s ============================================================ ============================================================ ============================================================ num events = 192 ------------------------------------------------------------ Nevts passing event selection: 61 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 115 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 35 num SRqq tops = 4 num SRbq tops = 12 num FB tops = 1 Viable tops = 40 INFO:collide2v.convert: used 21292/50000 events (rows read 116768); written train=4548 test=1044; 298s ============================================================ ============================================================ ============================================================ num events = 158 ------------------------------------------------------------ Nevts passing event selection: 57 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 109 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 37 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 2 Viable tops = 39 ============================================================ ============================================================ ============================================================ num events = 42 ------------------------------------------------------------ Nevts passing event selection: 11 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 18 Number of leptonic tops: 0 Num events after pre-selection = 7 num FR tops = 8 num SRqq tops = 1 num SRbq tops = 2 num FB tops = 0 Viable tops = 9 INFO:collide2v.convert: used 21492/50000 events (rows read 117768); written train=4600 test=1051; 299s ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 109 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 32 num SRqq tops = 2 num SRbq tops = 9 num FB tops = 1 Viable tops = 37 INFO:collide2v.convert: used 21690/50000 events (rows read 118768); written train=4600 test=1101; 300s ============================================================ ============================================================ ============================================================ num events = 128 ------------------------------------------------------------ Nevts passing event selection: 40 Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 75 Number of leptonic tops: 0 Num events after pre-selection = 36 num FR tops = 24 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 4 Viable tops = 28 INFO:collide2v.convert: used 21818/50000 events (rows read 119565); written train=4600 test=1137; 301s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000014.parquet: rows 9808/9808 used (7846 train-range / 1962 test-range), 1797 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 26 num SRqq tops = 7 num SRbq tops = 9 num FB tops = 3 Viable tops = 27 INFO:collide2v.convert: used 21996/50000 events (rows read 120565); written train=4647 test=1137; 312s ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 35 num SRqq tops = 5 num SRbq tops = 10 num FB tops = 3 Viable tops = 38 INFO:collide2v.convert: used 22179/50000 events (rows read 121565); written train=4695 test=1137; 313s ============================================================ ============================================================ ============================================================ num events = 204 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 102 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 0 Viable tops = 30 INFO:collide2v.convert: used 22383/50000 events (rows read 122565); written train=4742 test=1137; 314s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 65 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 119 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 36 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 0 Viable tops = 38 INFO:collide2v.convert: used 22567/50000 events (rows read 123565); written train=4796 test=1137; 315s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [1, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 95 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 24 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 1 Viable tops = 28 INFO:collide2v.convert: used 22751/50000 events (rows read 124565); written train=4842 test=1137; 316s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 62 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 117 Number of leptonic tops: 0 Num events after pre-selection = 57 num FR tops = 42 num SRqq tops = 3 num SRbq tops = 11 num FB tops = 2 Viable tops = 46 INFO:collide2v.convert: used 22935/50000 events (rows read 125565); written train=4899 test=1137; 317s ============================================================ ============================================================ ============================================================ num events = 196 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 31 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 5 Viable tops = 34 INFO:collide2v.convert: used 23131/50000 events (rows read 126565); written train=4942 test=1137; 318s ============================================================ ============================================================ ============================================================ num events = 159 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 84 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 21 num SRqq tops = 3 num SRbq tops = 2 num FB tops = 1 Viable tops = 22 ============================================================ ============================================================ ============================================================ num events = 24 ------------------------------------------------------------ Nevts passing event selection: 11 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 21 Number of leptonic tops: 0 Num events after pre-selection = 10 num FR tops = 7 num SRqq tops = 3 num SRbq tops = 3 num FB tops = 0 Viable tops = 7 INFO:collide2v.convert: used 23314/50000 events (rows read 127565); written train=4982 test=1147; 319s ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 107 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 36 num SRqq tops = 4 num SRbq tops = 9 num FB tops = 1 Viable tops = 38 INFO:collide2v.convert: used 23488/50000 events (rows read 128565); written train=4982 test=1198; 320s ============================================================ ============================================================ ============================================================ num events = 127 ------------------------------------------------------------ Nevts passing event selection: 38 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 76 Number of leptonic tops: 0 Num events after pre-selection = 38 num FR tops = 26 num SRqq tops = 4 num SRbq tops = 6 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 23615/50000 events (rows read 129373); written train=4982 test=1236; 321s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000015.parquet: rows 9802/9802 used (7841 train-range / 1961 test-range), 1798 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 177 ------------------------------------------------------------ Nevts passing event selection: 48 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 91 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 34 num SRqq tops = 3 num SRbq tops = 13 num FB tops = 3 Viable tops = 38 INFO:collide2v.convert: used 23792/50000 events (rows read 130373); written train=5025 test=1236; 335s ============================================================ ============================================================ ============================================================ num events = 192 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 33 num SRqq tops = 7 num SRbq tops = 14 num FB tops = 4 Viable tops = 39 INFO:collide2v.convert: used 23984/50000 events (rows read 131373); written train=5077 test=1236; 336s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 88 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 29 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 1 Viable tops = 33 INFO:collide2v.convert: used 24162/50000 events (rows read 132373); written train=5119 test=1236; 337s ============================================================ ============================================================ ============================================================ num events = 165 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 75 Number of leptonic tops: 0 Num events after pre-selection = 35 num FR tops = 21 num SRqq tops = 4 num SRbq tops = 5 num FB tops = 1 Viable tops = 24 INFO:collide2v.convert: used 24327/50000 events (rows read 133373); written train=5154 test=1236; 338s ============================================================ ============================================================ ============================================================ num events = 216 ------------------------------------------------------------ Nevts passing event selection: 68 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 133 Number of leptonic tops: 0 Num events after pre-selection = 65 num FR tops = 45 num SRqq tops = 6 num SRbq tops = 10 num FB tops = 2 Viable tops = 48 INFO:collide2v.convert: used 24543/50000 events (rows read 134373); written train=5219 test=1236; 339s ============================================================ ============================================================ ============================================================ num events = 195 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 107 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 33 num SRqq tops = 9 num SRbq tops = 7 num FB tops = 5 Viable tops = 36 INFO:collide2v.convert: used 24738/50000 events (rows read 135373); written train=5271 test=1236; 340s ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 95 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 27 num SRqq tops = 7 num SRbq tops = 5 num FB tops = 0 Viable tops = 30 INFO:collide2v.convert: used 24907/50000 events (rows read 136373); written train=5315 test=1236; 341s ============================================================ ============================================================ ============================================================ num events = 157 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 104 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 51 num SRqq tops = 5 num SRbq tops = 12 num FB tops = 1 Viable tops = 55 ============================================================ ============================================================ ============================================================ num events = 25 ------------------------------------------------------------ Nevts passing event selection: 5 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9] Unique Njets passing event selection and Jet object selection: [7, 8, 9] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1] ------------------------------------------------------------ Number of hadronic tops: 10 Number of leptonic tops: 0 Num events after pre-selection = 5 num FR tops = 1 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 0 Viable tops = 2 INFO:collide2v.convert: used 25089/50000 events (rows read 137373); written train=5363 test=1241; 342s ============================================================ ============================================================ ============================================================ num events = 177 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 95 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 28 num SRqq tops = 4 num SRbq tops = 4 num FB tops = 0 Viable tops = 29 INFO:collide2v.convert: used 25266/50000 events (rows read 138373); written train=5363 test=1287; 343s ============================================================ ============================================================ ============================================================ num events = 147 ------------------------------------------------------------ Nevts passing event selection: 38 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 73 Number of leptonic tops: 0 Num events after pre-selection = 35 num FR tops = 22 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 0 Viable tops = 24 INFO:collide2v.convert: used 25413/50000 events (rows read 139175); written train=5363 test=1322; 344s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000016.parquet: rows 9795/9795 used (7836 train-range / 1959 test-range), 1742 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 89 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 19 num SRqq tops = 4 num SRbq tops = 12 num FB tops = 2 Viable tops = 27 INFO:collide2v.convert: used 25591/50000 events (rows read 140175); written train=5405 test=1322; 358s ============================================================ ============================================================ ============================================================ num events = 166 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 107 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 42 num SRqq tops = 10 num SRbq tops = 7 num FB tops = 3 Viable tops = 44 INFO:collide2v.convert: used 25757/50000 events (rows read 141175); written train=5456 test=1322; 359s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 88 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 21 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 3 Viable tops = 24 INFO:collide2v.convert: used 25937/50000 events (rows read 142175); written train=5498 test=1322; 360s ============================================================ ============================================================ ============================================================ num events = 177 ------------------------------------------------------------ Nevts passing event selection: 65 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 125 Number of leptonic tops: 0 Num events after pre-selection = 60 num FR tops = 40 num SRqq tops = 1 num SRbq tops = 12 num FB tops = 3 Viable tops = 41 INFO:collide2v.convert: used 26114/50000 events (rows read 143175); written train=5558 test=1322; 361s ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 105 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 32 num SRqq tops = 6 num SRbq tops = 3 num FB tops = 0 Viable tops = 34 INFO:collide2v.convert: used 26287/50000 events (rows read 144175); written train=5607 test=1322; 362s ============================================================ ============================================================ ============================================================ num events = 163 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 90 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 39 num SRqq tops = 2 num SRbq tops = 10 num FB tops = 2 Viable tops = 43 INFO:collide2v.convert: used 26450/50000 events (rows read 145175); written train=5650 test=1322; 363s ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 92 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 26 num SRqq tops = 2 num SRbq tops = 7 num FB tops = 4 Viable tops = 31 INFO:collide2v.convert: used 26637/50000 events (rows read 146175); written train=5692 test=1322; 364s ============================================================ ============================================================ ============================================================ num events = 149 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 80 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 24 num SRqq tops = 5 num SRbq tops = 4 num FB tops = 1 Viable tops = 24 ============================================================ ============================================================ ============================================================ num events = 35 ------------------------------------------------------------ Nevts passing event selection: 13 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 25 Number of leptonic tops: 0 Num events after pre-selection = 12 num FR tops = 6 num SRqq tops = 1 num SRbq tops = 1 num FB tops = 1 Viable tops = 7 INFO:collide2v.convert: used 26821/50000 events (rows read 147175); written train=5731 test=1334; 365s ============================================================ ============================================================ ============================================================ num events = 193 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 2 Viable tops = 34 INFO:collide2v.convert: used 27014/50000 events (rows read 148175); written train=5731 test=1381; 366s ============================================================ ============================================================ ============================================================ num events = 141 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 78 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 24 num SRqq tops = 3 num SRbq tops = 3 num FB tops = 0 Viable tops = 27 INFO:collide2v.convert: used 27155/50000 events (rows read 148970); written train=5731 test=1418; 367s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000017.parquet: rows 9826/9826 used (7860 train-range / 1966 test-range), 1724 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 161 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 78 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 26 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 3 Viable tops = 30 INFO:collide2v.convert: used 27316/50000 events (rows read 149970); written train=5768 test=1418; 385s ============================================================ ============================================================ ============================================================ num events = 154 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 95 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 29 num SRqq tops = 6 num SRbq tops = 5 num FB tops = 1 Viable tops = 33 INFO:collide2v.convert: used 27470/50000 events (rows read 150970); written train=5813 test=1418; 385s ============================================================ ============================================================ ============================================================ num events = 201 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 114 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 46 num SRqq tops = 3 num SRbq tops = 12 num FB tops = 2 Viable tops = 48 INFO:collide2v.convert: used 27671/50000 events (rows read 151970); written train=5868 test=1418; 386s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 107 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 32 num SRqq tops = 4 num SRbq tops = 6 num FB tops = 5 Viable tops = 36 INFO:collide2v.convert: used 27849/50000 events (rows read 152970); written train=5917 test=1418; 387s ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 27 num SRqq tops = 4 num SRbq tops = 6 num FB tops = 0 Viable tops = 28 INFO:collide2v.convert: used 28021/50000 events (rows read 153970); written train=5961 test=1418; 388s ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 96 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 25 num SRqq tops = 5 num SRbq tops = 4 num FB tops = 0 Viable tops = 27 INFO:collide2v.convert: used 28195/50000 events (rows read 154970); written train=6007 test=1418; 389s ============================================================ ============================================================ ============================================================ num events = 171 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 28 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 0 Viable tops = 29 INFO:collide2v.convert: used 28366/50000 events (rows read 155970); written train=6051 test=1418; 390s ============================================================ ============================================================ ============================================================ num events = 140 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 88 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 10 num FB tops = 1 Viable tops = 34 ============================================================ ============================================================ ============================================================ num events = 34 ------------------------------------------------------------ Nevts passing event selection: 11 Unique Njets passing Jet object selection: [4, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 20 Number of leptonic tops: 0 Num events after pre-selection = 9 num FR tops = 8 num SRqq tops = 3 num SRbq tops = 1 num FB tops = 0 Viable tops = 9 INFO:collide2v.convert: used 28540/50000 events (rows read 156970); written train=6093 test=1427; 391s ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 92 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 24 num SRqq tops = 3 num SRbq tops = 2 num FB tops = 1 Viable tops = 24 INFO:collide2v.convert: used 28722/50000 events (rows read 157970); written train=6093 test=1470; 392s ============================================================ ============================================================ ============================================================ num events = 157 ------------------------------------------------------------ Nevts passing event selection: 43 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 85 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 29 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert: used 28879/50000 events (rows read 158796); written train=6093 test=1512; 393s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000018.parquet: rows 9804/9804 used (7843 train-range / 1961 test-range), 1813 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 40 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 74 Number of leptonic tops: 0 Num events after pre-selection = 34 num FR tops = 21 num SRqq tops = 4 num SRbq tops = 5 num FB tops = 1 Viable tops = 25 INFO:collide2v.convert: used 29055/50000 events (rows read 159796); written train=6127 test=1512; 404s ============================================================ ============================================================ ============================================================ num events = 186 ------------------------------------------------------------ Nevts passing event selection: 63 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 121 Number of leptonic tops: 0 Num events after pre-selection = 58 num FR tops = 36 num SRqq tops = 0 num SRbq tops = 11 num FB tops = 5 Viable tops = 41 INFO:collide2v.convert: used 29241/50000 events (rows read 160796); written train=6185 test=1512; 405s ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 36 num SRqq tops = 3 num SRbq tops = 9 num FB tops = 2 Viable tops = 42 INFO:collide2v.convert: used 29439/50000 events (rows read 161796); written train=6232 test=1512; 406s ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 91 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 24 num SRqq tops = 1 num SRbq tops = 5 num FB tops = 2 Viable tops = 25 INFO:collide2v.convert: used 29606/50000 events (rows read 162796); written train=6276 test=1512; 407s ============================================================ ============================================================ ============================================================ num events = 195 ------------------------------------------------------------ Nevts passing event selection: 69 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 127 Number of leptonic tops: 0 Num events after pre-selection = 58 num FR tops = 41 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 2 Viable tops = 44 INFO:collide2v.convert: used 29801/50000 events (rows read 163796); written train=6334 test=1512; 408s ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ Nevts passing event selection: 62 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 114 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 38 num SRqq tops = 6 num SRbq tops = 14 num FB tops = 3 Viable tops = 43 INFO:collide2v.convert: used 29989/50000 events (rows read 164796); written train=6387 test=1512; 409s ============================================================ ============================================================ ============================================================ num events = 193 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 114 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 41 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 4 Viable tops = 45 INFO:collide2v.convert: used 30182/50000 events (rows read 165796); written train=6442 test=1512; 410s ============================================================ ============================================================ ============================================================ num events = 145 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 77 Number of leptonic tops: 0 Num events after pre-selection = 36 num FR tops = 24 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 2 Viable tops = 28 ============================================================ ============================================================ ============================================================ num events = 27 ------------------------------------------------------------ Nevts passing event selection: 10 Unique Njets passing Jet object selection: [5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 20 Number of leptonic tops: 0 Num events after pre-selection = 10 num FR tops = 6 num SRqq tops = 1 num SRbq tops = 6 num FB tops = 0 Viable tops = 8 INFO:collide2v.convert: used 30354/50000 events (rows read 166796); written train=6478 test=1522; 411s ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 42 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 2 Viable tops = 45 INFO:collide2v.convert: used 30543/50000 events (rows read 167796); written train=6478 test=1571; 412s ============================================================ ============================================================ ============================================================ num events = 149 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 86 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 23 num SRqq tops = 1 num SRbq tops = 10 num FB tops = 5 Viable tops = 29 INFO:collide2v.convert: used 30692/50000 events (rows read 168600); written train=6478 test=1610; 413s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000019.parquet: rows 9828/9828 used (7862 train-range / 1966 test-range), 1811 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ Nevts passing event selection: 62 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 113 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 40 num SRqq tops = 7 num SRbq tops = 13 num FB tops = 3 Viable tops = 48 INFO:collide2v.convert: used 30875/50000 events (rows read 169600); written train=6530 test=1610; 427s ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 61 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 110 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 27 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 4 Viable tops = 30 INFO:collide2v.convert: used 31073/50000 events (rows read 170600); written train=6579 test=1610; 428s ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 86 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 32 num SRqq tops = 5 num SRbq tops = 10 num FB tops = 1 Viable tops = 35 INFO:collide2v.convert: used 31261/50000 events (rows read 171600); written train=6620 test=1610; 429s ============================================================ ============================================================ ============================================================ num events = 154 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 87 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 31 num SRqq tops = 6 num SRbq tops = 15 num FB tops = 5 Viable tops = 38 INFO:collide2v.convert: used 31415/50000 events (rows read 172600); written train=6662 test=1610; 429s ============================================================ ============================================================ ============================================================ num events = 205 ------------------------------------------------------------ Nevts passing event selection: 61 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 115 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 38 num SRqq tops = 9 num SRbq tops = 9 num FB tops = 4 Viable tops = 44 INFO:collide2v.convert: used 31620/50000 events (rows read 173600); written train=6717 test=1610; 430s ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 48 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 24 num SRqq tops = 2 num SRbq tops = 9 num FB tops = 5 Viable tops = 30 INFO:collide2v.convert: used 31789/50000 events (rows read 174600); written train=6762 test=1610; 431s ============================================================ ============================================================ ============================================================ num events = 201 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 110 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 31 num SRqq tops = 4 num SRbq tops = 10 num FB tops = 2 Viable tops = 37 INFO:collide2v.convert: used 31990/50000 events (rows read 175600); written train=6814 test=1610; 432s ============================================================ ============================================================ ============================================================ num events = 153 ------------------------------------------------------------ Nevts passing event selection: 36 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 69 Number of leptonic tops: 0 Num events after pre-selection = 33 num FR tops = 23 num SRqq tops = 2 num SRbq tops = 5 num FB tops = 1 Viable tops = 25 ============================================================ ============================================================ ============================================================ num events = 25 ------------------------------------------------------------ Nevts passing event selection: 9 Unique Njets passing Jet object selection: [3, 4, 5, 6, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 17 Number of leptonic tops: 0 Num events after pre-selection = 8 num FR tops = 9 num SRqq tops = 2 num SRbq tops = 1 num FB tops = 0 Viable tops = 10 INFO:collide2v.convert: used 32168/50000 events (rows read 176600); written train=6847 test=1618; 433s ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 33 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 1 Viable tops = 37 INFO:collide2v.convert: used 32355/50000 events (rows read 177600); written train=6847 test=1663; 434s ============================================================ ============================================================ ============================================================ num events = 148 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 110 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 34 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 4 Viable tops = 35 INFO:collide2v.convert: used 32503/50000 events (rows read 178428); written train=6847 test=1715; 435s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000020.parquet: rows 9797/9797 used (7837 train-range / 1960 test-range), 1735 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 25 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 2 Viable tops = 29 INFO:collide2v.convert: used 32683/50000 events (rows read 179428); written train=6890 test=1715; 460s ============================================================ ============================================================ ============================================================ num events = 162 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [1, 3, 4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 85 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 18 num SRqq tops = 6 num SRbq tops = 2 num FB tops = 1 Viable tops = 22 INFO:collide2v.convert: used 32845/50000 events (rows read 180428); written train=6930 test=1715; 461s ============================================================ ============================================================ ============================================================ num events = 162 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 23 num SRqq tops = 1 num SRbq tops = 4 num FB tops = 0 Viable tops = 24 INFO:collide2v.convert: used 33007/50000 events (rows read 181428); written train=6976 test=1715; 462s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 89 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 28 num SRqq tops = 5 num SRbq tops = 4 num FB tops = 1 Viable tops = 30 INFO:collide2v.convert: used 33191/50000 events (rows read 182428); written train=7018 test=1715; 463s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 62 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 119 Number of leptonic tops: 0 Num events after pre-selection = 57 num FR tops = 41 num SRqq tops = 3 num SRbq tops = 9 num FB tops = 3 Viable tops = 43 INFO:collide2v.convert: used 33369/50000 events (rows read 183428); written train=7075 test=1715; 464s ============================================================ ============================================================ ============================================================ num events = 159 ------------------------------------------------------------ Nevts passing event selection: 36 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 67 Number of leptonic tops: 0 Num events after pre-selection = 31 num FR tops = 19 num SRqq tops = 1 num SRbq tops = 9 num FB tops = 2 Viable tops = 24 INFO:collide2v.convert: used 33528/50000 events (rows read 184428); written train=7106 test=1715; 465s ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 38 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 72 Number of leptonic tops: 0 Num events after pre-selection = 34 num FR tops = 22 num SRqq tops = 5 num SRbq tops = 3 num FB tops = 1 Viable tops = 24 INFO:collide2v.convert: used 33697/50000 events (rows read 185428); written train=7140 test=1715; 466s ============================================================ ============================================================ ============================================================ num events = 168 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 105 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 35 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 2 Viable tops = 39 ============================================================ ============================================================ ============================================================ num events = 24 ------------------------------------------------------------ Nevts passing event selection: 10 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 20 Number of leptonic tops: 0 Num events after pre-selection = 10 num FR tops = 4 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 0 Viable tops = 5 INFO:collide2v.convert: used 33889/50000 events (rows read 186428); written train=7192 test=1725; 467s ============================================================ ============================================================ ============================================================ num events = 175 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 28 num SRqq tops = 1 num SRbq tops = 5 num FB tops = 2 Viable tops = 30 INFO:collide2v.convert: used 34064/50000 events (rows read 187428); written train=7192 test=1770; 468s ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 91 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 29 num SRqq tops = 3 num SRbq tops = 15 num FB tops = 1 Viable tops = 33 INFO:collide2v.convert: used 34238/50000 events (rows read 188225); written train=7192 test=1814; 469s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000021.parquet: rows 9811/9811 used (7848 train-range / 1963 test-range), 1745 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 95 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 33 num SRqq tops = 6 num SRbq tops = 8 num FB tops = 0 Viable tops = 37 INFO:collide2v.convert: used 34412/50000 events (rows read 189225); written train=7237 test=1814; 483s ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ Nevts passing event selection: 63 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 119 Number of leptonic tops: 0 Num events after pre-selection = 56 num FR tops = 36 num SRqq tops = 4 num SRbq tops = 13 num FB tops = 3 Viable tops = 41 INFO:collide2v.convert: used 34601/50000 events (rows read 190225); written train=7293 test=1814; 484s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 86 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 20 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 2 Viable tops = 23 INFO:collide2v.convert: used 34777/50000 events (rows read 191225); written train=7335 test=1814; 485s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 113 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 26 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 0 Viable tops = 28 INFO:collide2v.convert: used 34953/50000 events (rows read 192225); written train=7390 test=1814; 486s ============================================================ ============================================================ ============================================================ num events = 170 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 89 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 26 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 2 Viable tops = 31 INFO:collide2v.convert: used 35123/50000 events (rows read 193225); written train=7433 test=1814; 487s ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ Nevts passing event selection: 48 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 88 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 37 num SRqq tops = 8 num SRbq tops = 8 num FB tops = 2 Viable tops = 40 INFO:collide2v.convert: used 35312/50000 events (rows read 194225); written train=7473 test=1814; 488s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 90 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 20 num SRqq tops = 4 num SRbq tops = 4 num FB tops = 1 Viable tops = 21 INFO:collide2v.convert: used 35492/50000 events (rows read 195225); written train=7516 test=1814; 489s ============================================================ ============================================================ ============================================================ num events = 149 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 89 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 28 num SRqq tops = 5 num SRbq tops = 11 num FB tops = 0 Viable tops = 33 ============================================================ ============================================================ ============================================================ num events = 21 ------------------------------------------------------------ Nevts passing event selection: 7 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1] ------------------------------------------------------------ Number of hadronic tops: 13 Number of leptonic tops: 0 Num events after pre-selection = 6 num FR tops = 5 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 0 Viable tops = 6 INFO:collide2v.convert: used 35662/50000 events (rows read 196225); written train=7558 test=1820; 490s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 23 num SRqq tops = 1 num SRbq tops = 4 num FB tops = 2 Viable tops = 24 INFO:collide2v.convert: used 35838/50000 events (rows read 197225); written train=7558 test=1862; 491s ============================================================ ============================================================ ============================================================ num events = 145 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 83 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 26 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 2 Viable tops = 28 INFO:collide2v.convert: used 35983/50000 events (rows read 198036); written train=7558 test=1901; 492s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000022.parquet: rows 9809/9809 used (7847 train-range / 1962 test-range), 1716 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 32 num SRqq tops = 9 num SRbq tops = 9 num FB tops = 2 Viable tops = 38 INFO:collide2v.convert: used 36165/50000 events (rows read 199036); written train=7603 test=1901; 505s ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 96 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 32 num SRqq tops = 3 num SRbq tops = 15 num FB tops = 6 Viable tops = 38 INFO:collide2v.convert: used 36332/50000 events (rows read 200036); written train=7650 test=1901; 506s ============================================================ ============================================================ ============================================================ num events = 163 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 87 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 33 num SRqq tops = 5 num SRbq tops = 10 num FB tops = 2 Viable tops = 34 INFO:collide2v.convert: used 36495/50000 events (rows read 201036); written train=7693 test=1901; 507s ============================================================ ============================================================ ============================================================ num events = 162 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 104 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 30 num SRqq tops = 1 num SRbq tops = 8 num FB tops = 0 Viable tops = 30 INFO:collide2v.convert: used 36657/50000 events (rows read 202036); written train=7742 test=1901; 508s ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 108 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 25 num SRqq tops = 6 num SRbq tops = 10 num FB tops = 2 Viable tops = 32 INFO:collide2v.convert: used 36830/50000 events (rows read 203036); written train=7794 test=1901; 509s ============================================================ ============================================================ ============================================================ num events = 170 ------------------------------------------------------------ Nevts passing event selection: 42 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 79 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 21 num SRqq tops = 2 num SRbq tops = 7 num FB tops = 2 Viable tops = 22 INFO:collide2v.convert: used 37000/50000 events (rows read 204036); written train=7831 test=1901; 510s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 33 num SRqq tops = 2 num SRbq tops = 7 num FB tops = 1 Viable tops = 34 INFO:collide2v.convert: used 37176/50000 events (rows read 205036); written train=7875 test=1901; 511s ============================================================ ============================================================ ============================================================ num events = 148 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 75 Number of leptonic tops: 0 Num events after pre-selection = 34 num FR tops = 22 num SRqq tops = 4 num SRbq tops = 6 num FB tops = 1 Viable tops = 26 ============================================================ ============================================================ ============================================================ num events = 20 ------------------------------------------------------------ Nevts passing event selection: 4 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9] Unique Njets passing event selection and Jet object selection: [6, 8, 9] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4] ------------------------------------------------------------ Number of hadronic tops: 8 Number of leptonic tops: 0 Num events after pre-selection = 4 num FR tops = 1 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 0 Viable tops = 2 INFO:collide2v.convert: used 37344/50000 events (rows read 206036); written train=7909 test=1905; 512s ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 32 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 1 Viable tops = 34 INFO:collide2v.convert: used 37517/50000 events (rows read 207036); written train=7909 test=1952; 513s ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 57 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 109 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 30 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 4 Viable tops = 34 INFO:collide2v.convert: used 37699/50000 events (rows read 207845); written train=7909 test=2004; 513s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000023.parquet: rows 9831/9831 used (7864 train-range / 1967 test-range), 1722 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 181 ------------------------------------------------------------ Nevts passing event selection: 55 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 101 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 31 num SRqq tops = 2 num SRbq tops = 5 num FB tops = 3 Viable tops = 31 INFO:collide2v.convert: used 37880/50000 events (rows read 208845); written train=7955 test=2004; 528s ============================================================ ============================================================ ============================================================ num events = 151 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 78 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 21 num SRqq tops = 2 num SRbq tops = 8 num FB tops = 3 Viable tops = 24 INFO:collide2v.convert: used 38031/50000 events (rows read 209845); written train=7992 test=2004; 529s ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 31 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 3 Viable tops = 33 INFO:collide2v.convert: used 38218/50000 events (rows read 210845); written train=8035 test=2004; 529s ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 57 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 106 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 32 num SRqq tops = 4 num SRbq tops = 9 num FB tops = 2 Viable tops = 35 INFO:collide2v.convert: used 38391/50000 events (rows read 211845); written train=8084 test=2004; 530s ============================================================ ============================================================ ============================================================ num events = 175 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 83 Number of leptonic tops: 0 Num events after pre-selection = 38 num FR tops = 26 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 5 Viable tops = 32 INFO:collide2v.convert: used 38566/50000 events (rows read 212845); written train=8122 test=2004; 531s ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 87 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 26 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 1 Viable tops = 27 INFO:collide2v.convert: used 38740/50000 events (rows read 213845); written train=8162 test=2004; 532s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 33 num SRqq tops = 7 num SRbq tops = 10 num FB tops = 2 Viable tops = 35 INFO:collide2v.convert: used 38916/50000 events (rows read 214845); written train=8211 test=2004; 533s ============================================================ ============================================================ ============================================================ num events = 159 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 102 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 42 num SRqq tops = 7 num SRbq tops = 8 num FB tops = 2 Viable tops = 43 ============================================================ ============================================================ ============================================================ num events = 23 ------------------------------------------------------------ Nevts passing event selection: 6 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9] Unique Njets passing event selection and Jet object selection: [7, 8, 9] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 12 Number of leptonic tops: 0 Num events after pre-selection = 6 num FR tops = 3 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 0 Viable tops = 4 INFO:collide2v.convert: used 39098/50000 events (rows read 215845); written train=8259 test=2010; 534s ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 82 Number of leptonic tops: 0 Num events after pre-selection = 38 num FR tops = 29 num SRqq tops = 2 num SRbq tops = 7 num FB tops = 1 Viable tops = 30 INFO:collide2v.convert: used 39285/50000 events (rows read 216845); written train=8259 test=2048; 535s ============================================================ ============================================================ ============================================================ num events = 136 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 80 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 31 num SRqq tops = 8 num SRbq tops = 4 num FB tops = 3 Viable tops = 36 INFO:collide2v.convert: used 39421/50000 events (rows read 217676); written train=8259 test=2087; 536s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000024.parquet: rows 9818/9818 used (7854 train-range / 1964 test-range), 1758 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 170 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 24 num SRqq tops = 5 num SRbq tops = 3 num FB tops = 0 Viable tops = 27 INFO:collide2v.convert: used 39591/50000 events (rows read 218676); written train=8311 test=2087; 553s ============================================================ ============================================================ ============================================================ num events = 200 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 104 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 23 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 3 Viable tops = 27 INFO:collide2v.convert: used 39791/50000 events (rows read 219676); written train=8362 test=2087; 554s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 28 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 2 Viable tops = 31 INFO:collide2v.convert: used 39967/50000 events (rows read 220676); written train=8405 test=2087; 555s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 6] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 6] ------------------------------------------------------------ Number of hadronic tops: 107 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 33 num SRqq tops = 6 num SRbq tops = 13 num FB tops = 3 Viable tops = 40 INFO:collide2v.convert: used 40147/50000 events (rows read 221676); written train=8456 test=2087; 556s ============================================================ ============================================================ ============================================================ num events = 203 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 38 num SRqq tops = 4 num SRbq tops = 7 num FB tops = 3 Viable tops = 42 INFO:collide2v.convert: used 40350/50000 events (rows read 222676); written train=8508 test=2087; 557s ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 15] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 36 num SRqq tops = 2 num SRbq tops = 5 num FB tops = 1 Viable tops = 39 INFO:collide2v.convert: used 40524/50000 events (rows read 223676); written train=8554 test=2087; 558s ============================================================ ============================================================ ============================================================ num events = 158 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 105 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 27 num SRqq tops = 3 num SRbq tops = 9 num FB tops = 2 Viable tops = 32 INFO:collide2v.convert: used 40682/50000 events (rows read 224676); written train=8605 test=2087; 558s ============================================================ ============================================================ ============================================================ num events = 137 ------------------------------------------------------------ Nevts passing event selection: 39 Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 75 Number of leptonic tops: 0 Num events after pre-selection = 36 num FR tops = 25 num SRqq tops = 2 num SRbq tops = 4 num FB tops = 1 Viable tops = 27 ============================================================ ============================================================ ============================================================ num events = 29 ------------------------------------------------------------ Nevts passing event selection: 13 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 25 Number of leptonic tops: 0 Num events after pre-selection = 12 num FR tops = 10 num SRqq tops = 3 num SRbq tops = 2 num FB tops = 0 Viable tops = 10 INFO:collide2v.convert: used 40848/50000 events (rows read 225676); written train=8641 test=2099; 560s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 112 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 36 num SRqq tops = 0 num SRbq tops = 5 num FB tops = 1 Viable tops = 39 INFO:collide2v.convert: used 41032/50000 events (rows read 226676); written train=8641 test=2151; 561s ============================================================ ============================================================ ============================================================ num events = 147 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 83 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 28 num SRqq tops = 6 num SRbq tops = 8 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert: used 41179/50000 events (rows read 227494); written train=8641 test=2190; 561s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000025.parquet: rows 9808/9808 used (7846 train-range / 1962 test-range), 1800 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 213 ------------------------------------------------------------ Nevts passing event selection: 66 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 127 Number of leptonic tops: 0 Num events after pre-selection = 61 num FR tops = 37 num SRqq tops = 7 num SRbq tops = 6 num FB tops = 1 Viable tops = 41 INFO:collide2v.convert: used 41392/50000 events (rows read 228494); written train=8702 test=2190; 578s ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 91 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 26 num SRqq tops = 3 num SRbq tops = 9 num FB tops = 2 Viable tops = 29 INFO:collide2v.convert: used 41575/50000 events (rows read 229494); written train=8744 test=2190; 579s ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 112 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 40 num SRqq tops = 4 num SRbq tops = 9 num FB tops = 4 Viable tops = 46 INFO:collide2v.convert: used 41757/50000 events (rows read 230494); written train=8797 test=2190; 580s ============================================================ ============================================================ ============================================================ num events = 177 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [1, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 35 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 0 Viable tops = 37 INFO:collide2v.convert: used 41934/50000 events (rows read 231494); written train=8843 test=2190; 581s ============================================================ ============================================================ ============================================================ num events = 166 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 33 num SRqq tops = 7 num SRbq tops = 11 num FB tops = 3 Viable tops = 38 INFO:collide2v.convert: used 42100/50000 events (rows read 232494); written train=8891 test=2190; 582s ============================================================ ============================================================ ============================================================ num events = 197 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 111 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 40 num SRqq tops = 5 num SRbq tops = 12 num FB tops = 5 Viable tops = 45 INFO:collide2v.convert: used 42297/50000 events (rows read 233494); written train=8944 test=2190; 583s ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 65 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 125 Number of leptonic tops: 0 Num events after pre-selection = 60 num FR tops = 47 num SRqq tops = 5 num SRbq tops = 16 num FB tops = 5 Viable tops = 52 INFO:collide2v.convert: used 42495/50000 events (rows read 234494); written train=9004 test=2190; 584s ============================================================ ============================================================ ============================================================ num events = 143 ------------------------------------------------------------ Nevts passing event selection: 38 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 70 Number of leptonic tops: 0 Num events after pre-selection = 32 num FR tops = 20 num SRqq tops = 3 num SRbq tops = 4 num FB tops = 1 Viable tops = 23 ============================================================ ============================================================ ============================================================ num events = 25 ------------------------------------------------------------ Nevts passing event selection: 10 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4] ------------------------------------------------------------ Number of hadronic tops: 19 Number of leptonic tops: 0 Num events after pre-selection = 9 num FR tops = 7 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 7 INFO:collide2v.convert: used 42663/50000 events (rows read 235494); written train=9036 test=2199; 585s ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 46 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 82 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 31 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert: used 42830/50000 events (rows read 236494); written train=9036 test=2236; 586s ============================================================ ============================================================ ============================================================ num events = 149 ------------------------------------------------------------ Nevts passing event selection: 37 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 69 Number of leptonic tops: 0 Num events after pre-selection = 33 num FR tops = 22 num SRqq tops = 2 num SRbq tops = 2 num FB tops = 2 Viable tops = 23 INFO:collide2v.convert: used 42979/50000 events (rows read 237302); written train=9036 test=2269; 586s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000026.parquet: rows 9801/9801 used (7840 train-range / 1961 test-range), 1810 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 191 ------------------------------------------------------------ Nevts passing event selection: 61 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 116 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 35 num SRqq tops = 9 num SRbq tops = 7 num FB tops = 0 Viable tops = 38 INFO:collide2v.convert: used 43170/50000 events (rows read 238302); written train=9091 test=2269; 598s ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 32 num SRqq tops = 3 num SRbq tops = 14 num FB tops = 3 Viable tops = 36 INFO:collide2v.convert: used 43349/50000 events (rows read 239302); written train=9137 test=2269; 599s ============================================================ ============================================================ ============================================================ num events = 155 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 80 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 22 num SRqq tops = 8 num SRbq tops = 7 num FB tops = 2 Viable tops = 27 INFO:collide2v.convert: used 43504/50000 events (rows read 240302); written train=9176 test=2269; 600s ============================================================ ============================================================ ============================================================ num events = 194 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 113 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 39 num SRqq tops = 6 num SRbq tops = 11 num FB tops = 2 Viable tops = 45 INFO:collide2v.convert: used 43698/50000 events (rows read 241302); written train=9230 test=2269; 601s ============================================================ ============================================================ ============================================================ num events = 191 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 98 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 29 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 4 Viable tops = 33 INFO:collide2v.convert: used 43889/50000 events (rows read 242302); written train=9276 test=2269; 602s ============================================================ ============================================================ ============================================================ num events = 190 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 115 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 36 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 4 Viable tops = 41 INFO:collide2v.convert: used 44079/50000 events (rows read 243302); written train=9331 test=2269; 603s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 24 num SRqq tops = 4 num SRbq tops = 5 num FB tops = 4 Viable tops = 29 INFO:collide2v.convert: used 44255/50000 events (rows read 244302); written train=9380 test=2269; 604s ============================================================ ============================================================ ============================================================ num events = 181 ------------------------------------------------------------ Nevts passing event selection: 65 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 122 Number of leptonic tops: 0 Num events after pre-selection = 58 num FR tops = 40 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 1 Viable tops = 42 ============================================================ ============================================================ ============================================================ num events = 28 ------------------------------------------------------------ Nevts passing event selection: 7 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 14 Number of leptonic tops: 0 Num events after pre-selection = 7 num FR tops = 4 num SRqq tops = 1 num SRbq tops = 1 num FB tops = 0 Viable tops = 4 INFO:collide2v.convert: used 44464/50000 events (rows read 245302); written train=9438 test=2276; 605s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 86 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 2 Viable tops = 35 INFO:collide2v.convert: used 44648/50000 events (rows read 246302); written train=9438 test=2316; 606s ============================================================ ============================================================ ============================================================ num events = 141 ------------------------------------------------------------ Nevts passing event selection: 35 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 70 Number of leptonic tops: 0 Num events after pre-selection = 35 num FR tops = 29 num SRqq tops = 4 num SRbq tops = 3 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 44789/50000 events (rows read 247103); written train=9438 test=2351; 607s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000027.parquet: rows 9792/9792 used (7833 train-range / 1959 test-range), 1773 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 33 num SRqq tops = 5 num SRbq tops = 10 num FB tops = 4 Viable tops = 40 INFO:collide2v.convert: used 44968/50000 events (rows read 248103); written train=9488 test=2351; 623s ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 95 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 21 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 4 Viable tops = 27 INFO:collide2v.convert: used 45142/50000 events (rows read 249103); written train=9534 test=2351; 624s ============================================================ ============================================================ ============================================================ num events = 185 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 99 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 26 num SRqq tops = 5 num SRbq tops = 4 num FB tops = 2 Viable tops = 29 INFO:collide2v.convert: used 45327/50000 events (rows read 250103); written train=9581 test=2351; 625s ============================================================ ============================================================ ============================================================ num events = 190 ------------------------------------------------------------ Nevts passing event selection: 63 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 116 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 34 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 4 Viable tops = 36 INFO:collide2v.convert: used 45517/50000 events (rows read 251103); written train=9634 test=2351; 626s ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 90 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 10 num FB tops = 1 Viable tops = 31 INFO:collide2v.convert: used 45693/50000 events (rows read 252103); written train=9674 test=2351; 627s ============================================================ ============================================================ ============================================================ num events = 171 ------------------------------------------------------------ Nevts passing event selection: 48 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 29 num SRqq tops = 2 num SRbq tops = 9 num FB tops = 3 Viable tops = 34 INFO:collide2v.convert: used 45864/50000 events (rows read 253103); written train=9719 test=2351; 628s ============================================================ ============================================================ ============================================================ num events = 175 ------------------------------------------------------------ Nevts passing event selection: 65 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 124 Number of leptonic tops: 0 Num events after pre-selection = 59 num FR tops = 40 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 0 Viable tops = 44 INFO:collide2v.convert: used 46039/50000 events (rows read 254103); written train=9778 test=2351; 629s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 3 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 24 ------------------------------------------------------------ Nevts passing event selection: 5 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9] Unique Njets passing event selection and Jet object selection: [7, 8, 9] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [1, 2] ------------------------------------------------------------ Number of hadronic tops: 10 Number of leptonic tops: 0 Num events after pre-selection = 5 num FR tops = 2 num SRqq tops = 0 num SRbq tops = 2 num FB tops = 0 Viable tops = 2 INFO:collide2v.convert: used 46241/50000 events (rows read 255103); written train=9825 test=2356; 630s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 39 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 75 Number of leptonic tops: 0 Num events after pre-selection = 36 num FR tops = 18 num SRqq tops = 2 num SRbq tops = 4 num FB tops = 1 Viable tops = 21 INFO:collide2v.convert: used 46419/50000 events (rows read 256103); written train=9825 test=2392; 631s ============================================================ ============================================================ ============================================================ num events = 143 ------------------------------------------------------------ Nevts passing event selection: 33 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 63 Number of leptonic tops: 0 Num events after pre-selection = 30 num FR tops = 20 num SRqq tops = 2 num SRbq tops = 7 num FB tops = 0 Viable tops = 23 INFO:collide2v.convert: used 46562/50000 events (rows read 256895); written train=9825 test=2422; 632s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000028.parquet: rows 9800/9800 used (7840 train-range / 1960 test-range), 1758 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 163 ------------------------------------------------------------ Nevts passing event selection: 48 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 92 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 4 Viable tops = 31 INFO:collide2v.convert: used 46725/50000 events (rows read 257895); written train=9869 test=2422; 645s ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 43 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 82 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 29 num SRqq tops = 3 num SRbq tops = 11 num FB tops = 2 Viable tops = 34 INFO:collide2v.convert: used 46898/50000 events (rows read 258895); written train=9909 test=2422; 646s ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 42 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 81 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 47067/50000 events (rows read 259895); written train=9948 test=2422; 647s ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ Nevts passing event selection: 56 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 108 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 34 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 1 Viable tops = 36 INFO:collide2v.convert: used 47246/50000 events (rows read 260895); written train=10000 test=2422; 648s ============================================================ ============================================================ ============================================================ num events = 191 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 109 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 28 num SRqq tops = 9 num SRbq tops = 6 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert: used 47437/50000 events (rows read 261895); written train=10051 test=2422; 649s ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 29 num SRqq tops = 6 num SRbq tops = 3 num FB tops = 1 Viable tops = 29 INFO:collide2v.convert: used 47625/50000 events (rows read 262895); written train=10096 test=2422; 650s ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 45 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 84 Number of leptonic tops: 0 Num events after pre-selection = 39 num FR tops = 23 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 3 Viable tops = 26 INFO:collide2v.convert: used 47794/50000 events (rows read 263895); written train=10135 test=2422; 651s ============================================================ ============================================================ ============================================================ num events = 150 ------------------------------------------------------------ Nevts passing event selection: 43 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 83 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 34 num SRqq tops = 6 num SRbq tops = 9 num FB tops = 2 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 33 ------------------------------------------------------------ Nevts passing event selection: 8 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 15 Number of leptonic tops: 0 Num events after pre-selection = 7 num FR tops = 5 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 0 Viable tops = 5 INFO:collide2v.convert: used 47977/50000 events (rows read 264895); written train=10175 test=2429; 652s ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 50 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 97 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 2 Viable tops = 30 INFO:collide2v.convert: used 48175/50000 events (rows read 265895); written train=10175 test=2476; 653s ============================================================ ============================================================ ============================================================ num events = 145 ------------------------------------------------------------ Nevts passing event selection: 41 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 79 Number of leptonic tops: 0 Num events after pre-selection = 38 num FR tops = 23 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 0 Viable tops = 25 INFO:collide2v.convert: used 48320/50000 events (rows read 266695); written train=10175 test=2514; 654s INFO:collide2v.convert:file /eos/project/f/foundational-model-dataset/samples/production_final/tt0123j_5f_ckm_LO_MLM_hadronic/tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000029.parquet: rows 9452/9810 used (7561 train-range / 1891 test-range), 1680 with nonzero weight ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ Nevts passing event selection: 60 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 117 Number of leptonic tops: 0 Num events after pre-selection = 57 num FR tops = 32 num SRqq tops = 1 num SRbq tops = 6 num FB tops = 1 Viable tops = 34 INFO:collide2v.convert: used 48509/50000 events (rows read 267695); written train=10232 test=2514; 669s ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ Nevts passing event selection: 52 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 103 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 35 num SRqq tops = 7 num SRbq tops = 11 num FB tops = 2 Viable tops = 38 INFO:collide2v.convert: used 48688/50000 events (rows read 268695); written train=10283 test=2514; 669s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 93 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 26 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 2 Viable tops = 30 INFO:collide2v.convert: used 48868/50000 events (rows read 269695); written train=10327 test=2514; 670s ============================================================ ============================================================ ============================================================ num events = 205 ------------------------------------------------------------ Nevts passing event selection: 51 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 101 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 30 num SRqq tops = 1 num SRbq tops = 4 num FB tops = 0 Viable tops = 30 INFO:collide2v.convert: used 49073/50000 events (rows read 270695); written train=10377 test=2514; 671s ============================================================ ============================================================ ============================================================ num events = 166 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 101 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 30 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 0 Viable tops = 31 INFO:collide2v.convert: used 49239/50000 events (rows read 271695); written train=10424 test=2514; 672s ============================================================ ============================================================ ============================================================ num events = 170 ------------------------------------------------------------ Nevts passing event selection: 48 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 92 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 32 num SRqq tops = 6 num SRbq tops = 9 num FB tops = 2 Viable tops = 35 INFO:collide2v.convert: used 49409/50000 events (rows read 272695); written train=10468 test=2514; 673s ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 59 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 12, 14] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 114 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 37 num SRqq tops = 5 num SRbq tops = 13 num FB tops = 2 Viable tops = 44 INFO:collide2v.convert: used 49582/50000 events (rows read 273695); written train=10523 test=2514; 674s ============================================================ ============================================================ ============================================================ num events = 103 ------------------------------------------------------------ Nevts passing event selection: 31 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 59 Number of leptonic tops: 0 Num events after pre-selection = 28 num FR tops = 14 num SRqq tops = 5 num SRbq tops = 0 num FB tops = 0 Viable tops = 14 ============================================================ ============================================================ ============================================================ num events = 71 ------------------------------------------------------------ Nevts passing event selection: 24 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 46 Number of leptonic tops: 0 Num events after pre-selection = 22 num FR tops = 14 num SRqq tops = 0 num SRbq tops = 4 num FB tops = 0 Viable tops = 15 INFO:collide2v.convert: used 49756/50000 events (rows read 274695); written train=10551 test=2536; 675s ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 43 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 85 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 27 num SRqq tops = 6 num SRbq tops = 2 num FB tops = 0 Viable tops = 29 INFO:collide2v.convert: used 49923/50000 events (rows read 275695); written train=10551 test=2578; 676s ============================================================ ============================================================ ============================================================ num events = 77 ------------------------------------------------------------ Nevts passing event selection: 19 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 38 Number of leptonic tops: 0 Num events after pre-selection = 19 num FR tops = 11 num SRqq tops = 0 num SRbq tops = 5 num FB tops = 0 Viable tops = 14 INFO:collide2v.convert: used 50000/50000 events (rows read 276147); written train=10551 test=2597; 677s Saving 226 events into /traindatavol/collide2v/tt_hadronic_50k_nonzeroweight/tt_hadronic_training.h5 INFO:root:Dataset name: INPUTS/Jets/MASK INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/pt INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/eta INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/phi INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/sinphi INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/cosphi INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/mass INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/btag INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/btag_L INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/btag_M INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/btag_T INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/flavor INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/matchedfj INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/Jets/deltaRfj INFO:root:Dataset shape: (10551, 10) INFO:root:Dataset name: INPUTS/BoostedJets/MASK INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_pt INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_eta INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_phi INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_sinphi INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_cosphi INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_mass INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_sdmass INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_Ttag INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_Wtag INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_tau21 INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_tau32 INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_charge INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_ehadovereem INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_neutralenergyfrac INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_chargedenergyfrac INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_nneutral INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_ncharged INFO:root:Dataset shape: (10551, 3) INFO:root:Dataset name: TARGETS/FRt1/MASK INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt1/b INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt1/q1 INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt1/q2 INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt1/pt INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRqqt1/MASK INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRqqt1/b INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRqqt1/qq INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRqqt1/pt INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRbqt1/MASK INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRbqt1/q INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRbqt1/bq INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRbqt1/pt INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FBt1/MASK INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FBt1/bqq INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FBt1/pt INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt2/MASK INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt2/b INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt2/q1 INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt2/q2 INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FRt2/pt INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRqqt2/MASK INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRqqt2/b INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRqqt2/qq INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRqqt2/pt INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRbqt2/MASK INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRbqt2/q INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRbqt2/bq INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/SRbqt2/pt INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FBt2/MASK INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FBt2/bqq INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: TARGETS/FBt2/pt INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: INFO/weight INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: INFO/source_file INFO:root:Dataset shape: (10551,) INFO:root:Dataset name: INFO/source_row INFO:root:Dataset shape: (10551,) Saving 85 events into /traindatavol/collide2v/tt_hadronic_50k_nonzeroweight/tt_hadronic_testing.h5 INFO:root:Dataset name: INPUTS/Jets/MASK INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/pt INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/eta INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/phi INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/sinphi INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/cosphi INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/mass INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/btag INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/btag_L INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/btag_M INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/btag_T INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/flavor INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/matchedfj INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/Jets/deltaRfj INFO:root:Dataset shape: (2597, 10) INFO:root:Dataset name: INPUTS/BoostedJets/MASK INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_pt INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_eta INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_phi INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_sinphi INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_cosphi INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_mass INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_sdmass INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_Ttag INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_Wtag INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_tau21 INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_tau32 INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_charge INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_ehadovereem INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_neutralenergyfrac INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_chargedenergyfrac INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_nneutral INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: INPUTS/BoostedJets/fj_ncharged INFO:root:Dataset shape: (2597, 3) INFO:root:Dataset name: TARGETS/FRt1/MASK INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt1/b INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt1/q1 INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt1/q2 INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt1/pt INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRqqt1/MASK INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRqqt1/b INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRqqt1/qq INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRqqt1/pt INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRbqt1/MASK INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRbqt1/q INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRbqt1/bq INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRbqt1/pt INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FBt1/MASK INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FBt1/bqq INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FBt1/pt INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt2/MASK INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt2/b INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt2/q1 INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt2/q2 INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FRt2/pt INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRqqt2/MASK INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRqqt2/b INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRqqt2/qq INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRqqt2/pt INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRbqt2/MASK INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRbqt2/q INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRbqt2/bq INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/SRbqt2/pt INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FBt2/MASK INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FBt2/bqq INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: TARGETS/FBt2/pt INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: INFO/weight INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: INFO/source_file INFO:root:Dataset shape: (2597,) INFO:root:Dataset name: INFO/source_row INFO:root:Dataset shape: (2597,) INFO:collide2v.convert:done: {"training": 10551, "testing": 2597}