#-------------------------------------------------------------------------- # FastJet release 3.5.2 # 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 = 163 ------------------------------------------------------------ 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: 94 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 31 num SRqq tops = 7 num SRbq tops = 8 num FB tops = 1 Viable tops = 38 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 = 179 ------------------------------------------------------------ Nevts passing event selection: 64 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: 128 Number of leptonic tops: 0 Num events after pre-selection = 64 num FR tops = 41 num SRqq tops = 5 num SRbq tops = 11 num FB tops = 1 Viable tops = 47 ============================================================ ============================================================ ============================================================ num events = 196 ------------------------------------------------------------ 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, 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 = 53 num FR tops = 33 num SRqq tops = 2 num SRbq tops = 11 num FB tops = 2 Viable tops = 38 ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 49 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: 98 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 38 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 2 Viable tops = 39 ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ Nevts passing event selection: 53 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: 106 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 38 num SRqq tops = 7 num SRbq tops = 12 num FB tops = 2 Viable tops = 41 ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ 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, 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 = 53 num FR tops = 29 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 5 Viable tops = 34 ============================================================ ============================================================ ============================================================ num events = 185 ------------------------------------------------------------ Nevts passing event selection: 55 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, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 110 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 35 num SRqq tops = 0 num SRbq tops = 5 num FB tops = 1 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 153 ------------------------------------------------------------ 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] 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 = 51 num FR tops = 31 num SRqq tops = 4 num SRbq tops = 9 num FB tops = 2 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 25 ------------------------------------------------------------ Nevts passing event selection: 3 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 10, 11] Unique Njets passing event selection and Jet object selection: [7, 10, 11] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 3] ------------------------------------------------------------ Number of hadronic tops: 6 Number of leptonic tops: 0 Num events after pre-selection = 3 num FR tops = 2 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 2 ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ 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] 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 = 48 num FR tops = 27 num SRqq tops = 2 num SRbq tops = 10 num FB tops = 2 Viable tops = 32 ============================================================ ============================================================ ============================================================ num events = 25 ------------------------------------------------------------ Nevts passing event selection: 4 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 11] Unique Njets passing event selection and Jet object selection: [7, 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: 8 Number of leptonic tops: 0 Num events after pre-selection = 4 num FR tops = 4 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 1 Viable tops = 5 ============================================================ ============================================================ ============================================================ num events = 147 ------------------------------------------------------------ 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, 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 = 40 num FR tops = 24 num SRqq tops = 1 num SRbq tops = 7 num FB tops = 2 Viable tops = 28 INFO:collide2v.convert_v0:file 1/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000435.parquet): written {'training': 425, 'validation': 51, 'testing': 44}; 43s ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ Nevts passing event selection: 50 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 28 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 3 Viable tops = 32 ============================================================ ============================================================ ============================================================ num events = 190 ------------------------------------------------------------ Nevts passing event selection: 57 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, 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 = 57 num FR tops = 34 num SRqq tops = 8 num SRbq tops = 12 num FB tops = 5 Viable tops = 38 ============================================================ ============================================================ ============================================================ num events = 200 ------------------------------------------------------------ Nevts passing event selection: 49 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: 98 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 32 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 2 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ Nevts passing event selection: 51 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: 102 Number of leptonic tops: 0 Num events after pre-selection = 51 num FR tops = 38 num SRqq tops = 9 num SRbq tops = 21 num FB tops = 4 Viable tops = 50 ============================================================ ============================================================ ============================================================ num events = 160 ------------------------------------------------------------ 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: 104 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 41 num SRqq tops = 4 num SRbq tops = 7 num FB tops = 1 Viable tops = 46 ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ 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] 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 = 51 num FR tops = 40 num SRqq tops = 5 num SRbq tops = 4 num FB tops = 1 Viable tops = 41 ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ 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, 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 = 53 num FR tops = 30 num SRqq tops = 4 num SRbq tops = 11 num FB tops = 3 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ Nevts passing event selection: 70 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: 140 Number of leptonic tops: 0 Num events after pre-selection = 70 num FR tops = 45 num SRqq tops = 8 num SRbq tops = 12 num FB tops = 5 Viable tops = 50 ============================================================ ============================================================ ============================================================ num events = 17 ------------------------------------------------------------ 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] 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 = 6 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 6 ============================================================ ============================================================ ============================================================ num events = 170 ------------------------------------------------------------ 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: 94 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 31 num SRqq tops = 10 num SRbq tops = 9 num FB tops = 1 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 28 ------------------------------------------------------------ Nevts passing event selection: 4 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9] Unique Njets passing event selection and Jet object selection: [7, 8] 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: 8 Number of leptonic tops: 0 Num events after pre-selection = 4 num FR tops = 1 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 1 ============================================================ ============================================================ ============================================================ num events = 158 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 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: 88 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 28 num SRqq tops = 4 num SRbq tops = 5 num FB tops = 1 Viable tops = 30 INFO:collide2v.convert_v0:file 2/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000436.parquet): written {'training': 858, 'validation': 103, 'testing': 92}; 72s ============================================================ ============================================================ ============================================================ num events = 177 ------------------------------------------------------------ Nevts passing event selection: 53 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] ------------------------------------------------------------ Number of hadronic tops: 106 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 37 num SRqq tops = 6 num SRbq tops = 11 num FB tops = 2 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ Nevts passing event selection: 57 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: 114 Number of leptonic tops: 0 Num events after pre-selection = 57 num FR tops = 32 num SRqq tops = 5 num SRbq tops = 11 num FB tops = 3 Viable tops = 37 ============================================================ ============================================================ ============================================================ num events = 194 ------------------------------------------------------------ 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] 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 = 59 num FR tops = 38 num SRqq tops = 4 num SRbq tops = 10 num FB tops = 2 Viable tops = 41 ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ Nevts passing event selection: 52 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] 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 = 52 num FR tops = 35 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 5 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ Nevts passing event selection: 64 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: 128 Number of leptonic tops: 0 Num events after pre-selection = 64 num FR tops = 40 num SRqq tops = 8 num SRbq tops = 11 num FB tops = 3 Viable tops = 45 ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ 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: 116 Number of leptonic tops: 0 Num events after pre-selection = 58 num FR tops = 31 num SRqq tops = 4 num SRbq tops = 11 num FB tops = 5 Viable tops = 38 ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 41 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, 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: 82 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 34 num SRqq tops = 4 num SRbq tops = 4 num FB tops = 1 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 135 ------------------------------------------------------------ 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, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 3 num FB tops = 1 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 44 ------------------------------------------------------------ Nevts passing event selection: 10 Unique Njets passing Jet object selection: [3, 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, 1, 2, 3] ------------------------------------------------------------ Number of hadronic tops: 20 Number of leptonic tops: 0 Num events after pre-selection = 10 num FR tops = 7 num SRqq tops = 2 num SRbq tops = 2 num FB tops = 0 Viable tops = 8 ============================================================ ============================================================ ============================================================ num events = 121 ------------------------------------------------------------ Nevts passing event selection: 37 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: 74 Number of leptonic tops: 0 Num events after pre-selection = 37 num FR tops = 16 num SRqq tops = 1 num SRbq tops = 7 num FB tops = 2 Viable tops = 18 ============================================================ ============================================================ ============================================================ num events = 37 ------------------------------------------------------------ Nevts passing event selection: 10 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: 20 Number of leptonic tops: 0 Num events after pre-selection = 10 num FR tops = 5 num SRqq tops = 1 num SRbq tops = 2 num FB tops = 1 Viable tops = 5 ============================================================ ============================================================ ============================================================ num events = 148 ------------------------------------------------------------ Nevts passing event selection: 36 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: 72 Number of leptonic tops: 0 Num events after pre-selection = 36 num FR tops = 25 num SRqq tops = 4 num SRbq tops = 4 num FB tops = 0 Viable tops = 26 INFO:collide2v.convert_v0:file 3/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000437.parquet): written {'training': 1289, 'validation': 150, 'testing': 138}; 159s ============================================================ ============================================================ ============================================================ num events = 171 ------------------------------------------------------------ Nevts passing event selection: 42 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12, 13] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 12, 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: 84 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 26 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 5 Viable tops = 28 ============================================================ ============================================================ ============================================================ num events = 158 ------------------------------------------------------------ Nevts passing event selection: 53 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] 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 = 53 num FR tops = 30 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 1 Viable tops = 31 ============================================================ ============================================================ ============================================================ num events = 194 ------------------------------------------------------------ Nevts passing event selection: 67 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: 134 Number of leptonic tops: 0 Num events after pre-selection = 67 num FR tops = 55 num SRqq tops = 6 num SRbq tops = 13 num FB tops = 3 Viable tops = 59 ============================================================ ============================================================ ============================================================ num events = 165 ------------------------------------------------------------ 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 34 num SRqq tops = 3 num SRbq tops = 3 num FB tops = 2 Viable tops = 35 ============================================================ ============================================================ ============================================================ 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: 106 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 29 num SRqq tops = 4 num SRbq tops = 12 num FB tops = 3 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ 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] 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 = 57 num FR tops = 39 num SRqq tops = 11 num SRbq tops = 9 num FB tops = 1 Viable tops = 44 ============================================================ ============================================================ ============================================================ num events = 212 ------------------------------------------------------------ Nevts passing event selection: 63 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, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 126 Number of leptonic tops: 0 Num events after pre-selection = 63 num FR tops = 45 num SRqq tops = 7 num SRbq tops = 13 num FB tops = 0 Viable tops = 47 ============================================================ ============================================================ ============================================================ num events = 141 ------------------------------------------------------------ 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, 4] ------------------------------------------------------------ Number of hadronic tops: 92 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 23 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 0 Viable tops = 24 ============================================================ ============================================================ ============================================================ num events = 34 ------------------------------------------------------------ Nevts passing event selection: 10 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, 3] ------------------------------------------------------------ Number of hadronic tops: 20 Number of leptonic tops: 0 Num events after pre-selection = 10 num FR tops = 5 num SRqq tops = 1 num SRbq tops = 0 num FB tops = 0 Viable tops = 5 ============================================================ ============================================================ ============================================================ num events = 152 ------------------------------------------------------------ Nevts passing event selection: 42 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: 84 Number of leptonic tops: 0 Num events after pre-selection = 42 num FR tops = 26 num SRqq tops = 5 num SRbq tops = 6 num FB tops = 2 Viable tops = 29 ============================================================ ============================================================ ============================================================ num events = 36 ------------------------------------------------------------ Nevts passing event selection: 8 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, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 2] ------------------------------------------------------------ Number of hadronic tops: 16 Number of leptonic tops: 0 Num events after pre-selection = 8 num FR tops = 4 num SRqq tops = 1 num SRbq tops = 1 num FB tops = 0 Viable tops = 5 ============================================================ ============================================================ ============================================================ num events = 131 ------------------------------------------------------------ Nevts passing event selection: 34 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: 68 Number of leptonic tops: 0 Num events after pre-selection = 34 num FR tops = 24 num SRqq tops = 1 num SRbq tops = 2 num FB tops = 0 Viable tops = 24 INFO:collide2v.convert_v0:file 4/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000438.parquet): written {'training': 1720, 'validation': 202, 'testing': 180}; 190s ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ 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] 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 = 51 num FR tops = 37 num SRqq tops = 9 num SRbq tops = 9 num FB tops = 7 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ 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: 108 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 35 num SRqq tops = 3 num SRbq tops = 11 num FB tops = 5 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 166 ------------------------------------------------------------ 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 40 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 3 Viable tops = 44 ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ 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] 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 = 59 num FR tops = 39 num SRqq tops = 6 num SRbq tops = 13 num FB tops = 4 Viable tops = 47 ============================================================ ============================================================ ============================================================ num events = 186 ------------------------------------------------------------ Nevts passing event selection: 58 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: 116 Number of leptonic tops: 0 Num events after pre-selection = 58 num FR tops = 36 num SRqq tops = 8 num SRbq tops = 16 num FB tops = 3 Viable tops = 43 ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ 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] 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 = 59 num FR tops = 32 num SRqq tops = 7 num SRbq tops = 7 num FB tops = 1 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 191 ------------------------------------------------------------ Nevts passing event selection: 63 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: 126 Number of leptonic tops: 0 Num events after pre-selection = 63 num FR tops = 41 num SRqq tops = 6 num SRbq tops = 14 num FB tops = 3 Viable tops = 47 ============================================================ ============================================================ ============================================================ num events = 165 ------------------------------------------------------------ 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, 3] ------------------------------------------------------------ Number of hadronic tops: 92 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 33 num SRqq tops = 2 num SRbq tops = 3 num FB tops = 0 Viable tops = 34 ============================================================ ============================================================ ============================================================ num events = 29 ------------------------------------------------------------ Nevts passing event selection: 6 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 11] Unique Njets passing event selection and Jet object selection: [8, 9, 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: 12 Number of leptonic tops: 0 Num events after pre-selection = 6 num FR tops = 3 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 3 ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ Nevts passing event selection: 49 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13, 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: 98 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 29 num SRqq tops = 5 num SRbq tops = 2 num FB tops = 0 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 36 ------------------------------------------------------------ Nevts passing event selection: 10 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, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 20 Number of leptonic tops: 0 Num events after pre-selection = 10 num FR tops = 9 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 9 ============================================================ ============================================================ ============================================================ num events = 157 ------------------------------------------------------------ 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: 66 Number of leptonic tops: 0 Num events after pre-selection = 33 num FR tops = 22 num SRqq tops = 1 num SRbq tops = 5 num FB tops = 2 Viable tops = 25 INFO:collide2v.convert_v0:file 5/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000439.parquet): written {'training': 2160, 'validation': 257, 'testing': 223}; 218s ============================================================ ============================================================ ============================================================ num events = 203 ------------------------------------------------------------ Nevts passing event selection: 57 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: 114 Number of leptonic tops: 0 Num events after pre-selection = 57 num FR tops = 36 num SRqq tops = 7 num SRbq tops = 6 num FB tops = 2 Viable tops = 41 ============================================================ ============================================================ ============================================================ num events = 176 ------------------------------------------------------------ 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, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 96 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 24 num SRqq tops = 4 num SRbq tops = 5 num FB tops = 0 Viable tops = 27 ============================================================ ============================================================ ============================================================ num events = 182 ------------------------------------------------------------ Nevts passing event selection: 54 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: 108 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 39 num SRqq tops = 4 num SRbq tops = 10 num FB tops = 1 Viable tops = 42 ============================================================ ============================================================ ============================================================ num events = 166 ------------------------------------------------------------ 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, 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 = 46 num FR tops = 32 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 4 Viable tops = 37 ============================================================ ============================================================ ============================================================ num events = 168 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [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, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 106 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 38 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 2 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 171 ------------------------------------------------------------ Nevts passing event selection: 53 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: 106 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 37 num SRqq tops = 1 num SRbq tops = 10 num FB tops = 2 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ Nevts passing event selection: 47 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] 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 = 47 num FR tops = 25 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 1 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 151 ------------------------------------------------------------ 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: 86 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 28 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 2 Viable tops = 31 ============================================================ ============================================================ ============================================================ num events = 28 ------------------------------------------------------------ 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: 16 Number of leptonic tops: 0 Num events after pre-selection = 8 num FR tops = 5 num SRqq tops = 2 num SRbq tops = 3 num FB tops = 2 Viable tops = 7 ============================================================ ============================================================ ============================================================ num events = 150 ------------------------------------------------------------ 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, 4] 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 = 42 num FR tops = 32 num SRqq tops = 8 num SRbq tops = 12 num FB tops = 2 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 30 ------------------------------------------------------------ Nevts passing event selection: 2 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 12] Unique Njets passing event selection and Jet object selection: [8, 12] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 2] ------------------------------------------------------------ Number of hadronic tops: 4 Number of leptonic tops: 0 Num events after pre-selection = 2 num FR tops = 1 num SRqq tops = 1 num SRbq tops = 1 num FB tops = 1 Viable tops = 2 ============================================================ ============================================================ ============================================================ num events = 149 ------------------------------------------------------------ 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: 94 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 31 num SRqq tops = 3 num SRbq tops = 3 num FB tops = 2 Viable tops = 31 INFO:collide2v.convert_v0:file 6/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000440.parquet): written {'training': 2561, 'validation': 307, 'testing': 272}; 246s ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ 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, 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 = 55 num FR tops = 42 num SRqq tops = 8 num SRbq tops = 9 num FB tops = 2 Viable tops = 45 ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ 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, 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 = 44 num FR tops = 31 num SRqq tops = 3 num SRbq tops = 9 num FB tops = 1 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 168 ------------------------------------------------------------ Nevts passing event selection: 50 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, 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 30 num SRqq tops = 9 num SRbq tops = 8 num FB tops = 2 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 50 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 24 num SRqq tops = 5 num SRbq tops = 10 num FB tops = 4 Viable tops = 31 ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ 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: 108 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 30 num SRqq tops = 6 num SRbq tops = 2 num FB tops = 0 Viable tops = 31 ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ 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: 104 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 31 num SRqq tops = 6 num SRbq tops = 8 num FB tops = 0 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ Nevts passing event selection: 49 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: 98 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 38 num SRqq tops = 5 num SRbq tops = 12 num FB tops = 2 Viable tops = 42 ============================================================ ============================================================ ============================================================ num events = 136 ------------------------------------------------------------ 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: 82 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 28 num SRqq tops = 0 num SRbq tops = 6 num FB tops = 1 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 20 ------------------------------------------------------------ Nevts passing event selection: 9 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 10, 11, 13] 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: 18 Number of leptonic tops: 0 Num events after pre-selection = 9 num FR tops = 8 num SRqq tops = 2 num SRbq tops = 4 num FB tops = 0 Viable tops = 10 ============================================================ ============================================================ ============================================================ num events = 142 ------------------------------------------------------------ Nevts passing event selection: 38 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, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4] ------------------------------------------------------------ Number of hadronic tops: 76 Number of leptonic tops: 0 Num events after pre-selection = 38 num FR tops = 21 num SRqq tops = 3 num SRbq tops = 5 num FB tops = 1 Viable tops = 25 ============================================================ ============================================================ ============================================================ num events = 40 ------------------------------------------------------------ Nevts passing event selection: 14 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [7, 8, 10, 11, 12] 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: 28 Number of leptonic tops: 0 Num events after pre-selection = 14 num FR tops = 13 num SRqq tops = 2 num SRbq tops = 0 num FB tops = 0 Viable tops = 13 ============================================================ ============================================================ ============================================================ num events = 152 ------------------------------------------------------------ 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] 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 = 38 num FR tops = 26 num SRqq tops = 1 num SRbq tops = 6 num FB tops = 0 Viable tops = 28 INFO:collide2v.convert_v0:file 7/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000441.parquet): written {'training': 2956, 'validation': 354, 'testing': 324}; 296s ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ 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] 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 = 54 num FR tops = 30 num SRqq tops = 4 num SRbq tops = 12 num FB tops = 2 Viable tops = 33 ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ 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] 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 = 47 num FR tops = 35 num SRqq tops = 7 num SRbq tops = 8 num FB tops = 4 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 55 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: 110 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 34 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 0 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 45 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: 90 Number of leptonic tops: 0 Num events after pre-selection = 45 num FR tops = 21 num SRqq tops = 4 num SRbq tops = 6 num FB tops = 0 Viable tops = 26 ============================================================ ============================================================ ============================================================ num events = 185 ------------------------------------------------------------ Nevts passing event selection: 50 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 27 num SRqq tops = 7 num SRbq tops = 5 num FB tops = 1 Viable tops = 31 ============================================================ ============================================================ ============================================================ num events = 200 ------------------------------------------------------------ Nevts passing event selection: 58 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: 116 Number of leptonic tops: 0 Num events after pre-selection = 58 num FR tops = 37 num SRqq tops = 6 num SRbq tops = 10 num FB tops = 0 Viable tops = 42 ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ 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 = 20 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 1 Viable tops = 27 ============================================================ ============================================================ ============================================================ num events = 145 ------------------------------------------------------------ Nevts passing event selection: 52 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: 104 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 28 num SRqq tops = 3 num SRbq tops = 13 num FB tops = 5 Viable tops = 34 ============================================================ ============================================================ ============================================================ num events = 20 ------------------------------------------------------------ Nevts passing event selection: 10 Unique Njets passing Jet object selection: [3, 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 = 5 num SRqq tops = 3 num SRbq tops = 0 num FB tops = 0 Viable tops = 6 ============================================================ ============================================================ ============================================================ num events = 149 ------------------------------------------------------------ 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: 94 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 = 3 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 29 ------------------------------------------------------------ Nevts passing event selection: 8 Unique Njets passing Jet object selection: [5, 6, 7, 8, 9, 10, 12] 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: 16 Number of leptonic tops: 0 Num events after pre-selection = 8 num FR tops = 5 num SRqq tops = 1 num SRbq tops = 0 num FB tops = 0 Viable tops = 5 ============================================================ ============================================================ ============================================================ num events = 137 ------------------------------------------------------------ Nevts passing event selection: 43 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 = 43 num FR tops = 25 num SRqq tops = 7 num SRbq tops = 5 num FB tops = 0 Viable tops = 29 INFO:collide2v.convert_v0:file 8/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000442.parquet): written {'training': 3362, 'validation': 411, 'testing': 375}; 323s ============================================================ ============================================================ ============================================================ num events = 188 ------------------------------------------------------------ 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, 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 = 57 num FR tops = 33 num SRqq tops = 3 num SRbq tops = 13 num FB tops = 4 Viable tops = 39 ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ Nevts passing event selection: 56 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: 112 Number of leptonic tops: 0 Num events after pre-selection = 56 num FR tops = 40 num SRqq tops = 6 num SRbq tops = 17 num FB tops = 4 Viable tops = 48 ============================================================ ============================================================ ============================================================ num events = 185 ------------------------------------------------------------ Nevts passing event selection: 47 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, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5] ------------------------------------------------------------ Number of hadronic tops: 94 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 37 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 1 Viable tops = 38 ============================================================ ============================================================ ============================================================ num events = 173 ------------------------------------------------------------ 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, 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 = 54 num FR tops = 33 num SRqq tops = 3 num SRbq tops = 10 num FB tops = 2 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 175 ------------------------------------------------------------ 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, 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 = 58 num FR tops = 39 num SRqq tops = 8 num SRbq tops = 10 num FB tops = 3 Viable tops = 42 ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ 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, 4] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 6 num FB tops = 2 Viable tops = 33 ============================================================ ============================================================ ============================================================ num events = 181 ------------------------------------------------------------ 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: 108 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 37 num SRqq tops = 6 num SRbq tops = 8 num FB tops = 4 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 154 ------------------------------------------------------------ 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: 106 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 27 num SRqq tops = 7 num SRbq tops = 9 num FB tops = 3 Viable tops = 32 ============================================================ ============================================================ ============================================================ num events = 22 ------------------------------------------------------------ Nevts passing event selection: 6 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [7, 9, 10] 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: 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 ============================================================ ============================================================ ============================================================ num events = 159 ------------------------------------------------------------ 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] 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 = 46 num FR tops = 28 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 2 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 36 ------------------------------------------------------------ Nevts passing event selection: 11 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12] Unique Njets passing event selection and Jet object selection: [7, 8, 9, 10, 11, 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: 22 Number of leptonic tops: 0 Num events after pre-selection = 11 num FR tops = 11 num SRqq tops = 3 num SRbq tops = 1 num FB tops = 0 Viable tops = 11 ============================================================ ============================================================ ============================================================ num events = 146 ------------------------------------------------------------ Nevts passing event selection: 41 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] ------------------------------------------------------------ Number of hadronic tops: 82 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 28 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 0 Viable tops = 32 INFO:collide2v.convert_v0:file 9/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000443.parquet): written {'training': 3791, 'validation': 463, 'testing': 427}; 350s ============================================================ ============================================================ ============================================================ num events = 162 ------------------------------------------------------------ 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, 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 = 42 num FR tops = 21 num SRqq tops = 3 num SRbq tops = 7 num FB tops = 1 Viable tops = 24 ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ 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: 96 Number of leptonic tops: 0 Num events after pre-selection = 48 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 3 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 167 ------------------------------------------------------------ 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, 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 = 44 num FR tops = 30 num SRqq tops = 1 num SRbq tops = 7 num FB tops = 1 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 174 ------------------------------------------------------------ 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, 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 = 52 num FR tops = 37 num SRqq tops = 4 num SRbq tops = 7 num FB tops = 3 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ Nevts passing event selection: 68 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: 136 Number of leptonic tops: 0 Num events after pre-selection = 68 num FR tops = 54 num SRqq tops = 3 num SRbq tops = 14 num FB tops = 5 Viable tops = 58 ============================================================ ============================================================ ============================================================ num events = 166 ------------------------------------------------------------ Nevts passing event selection: 40 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 14, 15] Unique Njets passing event selection and Jet object selection: [6, 7, 8, 9, 10, 11, 13, 14, 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: 80 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 28 num SRqq tops = 6 num SRbq tops = 7 num FB tops = 1 Viable tops = 31 ============================================================ ============================================================ ============================================================ num events = 204 ------------------------------------------------------------ Nevts passing event selection: 55 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: 110 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 40 num SRqq tops = 2 num SRbq tops = 15 num FB tops = 4 Viable tops = 46 ============================================================ ============================================================ ============================================================ num events = 131 ------------------------------------------------------------ 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, 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 = 29 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 2 Viable tops = 33 ============================================================ ============================================================ ============================================================ num events = 35 ------------------------------------------------------------ Nevts passing event selection: 9 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, 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: 18 Number of leptonic tops: 0 Num events after pre-selection = 9 num FR tops = 8 num SRqq tops = 1 num SRbq tops = 1 num FB tops = 0 Viable tops = 8 ============================================================ ============================================================ ============================================================ num events = 147 ------------------------------------------------------------ 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, 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 = 39 num FR tops = 21 num SRqq tops = 2 num SRbq tops = 6 num FB tops = 3 Viable tops = 24 ============================================================ ============================================================ ============================================================ num events = 30 ------------------------------------------------------------ Nevts passing event selection: 9 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, 4] Unique Nfatjets passing event selection and FatJet object selection: [0, 2, 3, 4] ------------------------------------------------------------ Number of hadronic tops: 18 Number of leptonic tops: 0 Num events after pre-selection = 9 num FR tops = 7 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 0 Viable tops = 7 ============================================================ ============================================================ ============================================================ num events = 152 ------------------------------------------------------------ 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, 4] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 28 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 2 Viable tops = 31 INFO:collide2v.convert_v0:file 10/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000444.parquet): written {'training': 4178, 'validation': 511, 'testing': 486}; 378s ============================================================ ============================================================ ============================================================ num events = 200 ------------------------------------------------------------ Nevts passing event selection: 52 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, 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: 104 Number of leptonic tops: 0 Num events after pre-selection = 52 num FR tops = 33 num SRqq tops = 9 num SRbq tops = 9 num FB tops = 0 Viable tops = 38 ============================================================ ============================================================ ============================================================ num events = 183 ------------------------------------------------------------ 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 29 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 0 Viable tops = 32 ============================================================ ============================================================ ============================================================ num events = 161 ------------------------------------------------------------ Nevts passing event selection: 40 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 = 40 num FR tops = 32 num SRqq tops = 4 num SRbq tops = 6 num FB tops = 0 Viable tops = 33 ============================================================ ============================================================ ============================================================ num events = 175 ------------------------------------------------------------ Nevts passing event selection: 43 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 = 43 num FR tops = 32 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 1 Viable tops = 33 ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ 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, 4] ------------------------------------------------------------ Number of hadronic tops: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 28 num SRqq tops = 4 num SRbq tops = 14 num FB tops = 4 Viable tops = 32 ============================================================ ============================================================ ============================================================ num events = 190 ------------------------------------------------------------ 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: 120 Number of leptonic tops: 0 Num events after pre-selection = 60 num FR tops = 45 num SRqq tops = 9 num SRbq tops = 9 num FB tops = 2 Viable tops = 49 ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ 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, 5] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 5] ------------------------------------------------------------ Number of hadronic tops: 82 Number of leptonic tops: 0 Num events after pre-selection = 41 num FR tops = 24 num SRqq tops = 2 num SRbq tops = 5 num FB tops = 0 Viable tops = 27 ============================================================ ============================================================ ============================================================ num events = 151 ------------------------------------------------------------ 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: 98 Number of leptonic tops: 0 Num events after pre-selection = 49 num FR tops = 35 num SRqq tops = 2 num SRbq tops = 7 num FB tops = 2 Viable tops = 37 ============================================================ ============================================================ ============================================================ num events = 22 ------------------------------------------------------------ Nevts passing event selection: 4 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 14] Unique Njets passing event selection and Jet object selection: [7, 8, 14] 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: 8 Number of leptonic tops: 0 Num events after pre-selection = 4 num FR tops = 2 num SRqq tops = 0 num SRbq tops = 1 num FB tops = 1 Viable tops = 2 ============================================================ ============================================================ ============================================================ num events = 137 ------------------------------------------------------------ Nevts passing event selection: 47 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: 94 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 20 num SRqq tops = 1 num SRbq tops = 7 num FB tops = 3 Viable tops = 26 ============================================================ ============================================================ ============================================================ num events = 30 ------------------------------------------------------------ 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: [6, 7, 8, 10] 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 = 1 num SRbq tops = 1 num FB tops = 1 Viable tops = 4 ============================================================ ============================================================ ============================================================ num events = 131 ------------------------------------------------------------ Nevts passing event selection: 40 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 = 40 num FR tops = 23 num SRqq tops = 6 num SRbq tops = 6 num FB tops = 1 Viable tops = 28 INFO:collide2v.convert_v0:file 11/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000445.parquet): written {'training': 4563, 'validation': 562, 'testing': 533}; 407s ============================================================ ============================================================ ============================================================ num events = 168 ------------------------------------------------------------ Nevts passing event selection: 47 Unique Njets passing Jet object selection: [2, 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: 94 Number of leptonic tops: 0 Num events after pre-selection = 47 num FR tops = 30 num SRqq tops = 5 num SRbq tops = 4 num FB tops = 0 Viable tops = 32 ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 53 Unique Njets passing Jet object selection: [2, 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: 106 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 37 num SRqq tops = 7 num SRbq tops = 6 num FB tops = 0 Viable tops = 40 ============================================================ ============================================================ ============================================================ num events = 189 ------------------------------------------------------------ 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] 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 = 59 num FR tops = 34 num SRqq tops = 2 num SRbq tops = 11 num FB tops = 1 Viable tops = 38 ============================================================ ============================================================ ============================================================ 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: 120 Number of leptonic tops: 0 Num events after pre-selection = 60 num FR tops = 40 num SRqq tops = 6 num SRbq tops = 16 num FB tops = 6 Viable tops = 49 ============================================================ ============================================================ ============================================================ num events = 192 ------------------------------------------------------------ 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: 106 Number of leptonic tops: 0 Num events after pre-selection = 53 num FR tops = 32 num SRqq tops = 10 num SRbq tops = 7 num FB tops = 1 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ 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: 116 Number of leptonic tops: 0 Num events after pre-selection = 58 num FR tops = 38 num SRqq tops = 2 num SRbq tops = 8 num FB tops = 2 Viable tops = 41 ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 31 num SRqq tops = 5 num SRbq tops = 3 num FB tops = 2 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 158 ------------------------------------------------------------ Nevts passing event selection: 41 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 = 41 num FR tops = 31 num SRqq tops = 3 num SRbq tops = 8 num FB tops = 0 Viable tops = 35 ============================================================ ============================================================ ============================================================ num events = 25 ------------------------------------------------------------ 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: [6, 7, 8] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 1] ------------------------------------------------------------ Number of hadronic tops: 14 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 ============================================================ ============================================================ ============================================================ num events = 141 ------------------------------------------------------------ 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 = 22 num SRqq tops = 5 num SRbq tops = 7 num FB tops = 0 Viable tops = 26 ============================================================ ============================================================ ============================================================ num events = 31 ------------------------------------------------------------ Nevts passing event selection: 3 Unique Njets passing Jet object selection: [5, 6, 7, 8, 9] Unique Njets passing event selection and Jet object selection: [6, 8] Unique Nfatjets passing FatJet object selection: [0, 1, 2] Unique Nfatjets passing event selection and FatJet object selection: [0, 2] ------------------------------------------------------------ Number of hadronic tops: 6 Number of leptonic tops: 0 Num events after pre-selection = 3 num FR tops = 2 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 2 ============================================================ ============================================================ ============================================================ num events = 157 ------------------------------------------------------------ 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, 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 = 46 num FR tops = 33 num SRqq tops = 4 num SRbq tops = 7 num FB tops = 2 Viable tops = 34 INFO:collide2v.convert_v0:file 12/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000446.parquet): written {'training': 4984, 'validation': 614, 'testing': 582}; 433s ============================================================ ============================================================ ============================================================ num events = 184 ------------------------------------------------------------ Nevts passing event selection: 55 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: 110 Number of leptonic tops: 0 Num events after pre-selection = 55 num FR tops = 31 num SRqq tops = 8 num SRbq tops = 13 num FB tops = 2 Viable tops = 39 ============================================================ ============================================================ ============================================================ num events = 185 ------------------------------------------------------------ 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, 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 = 55 num FR tops = 37 num SRqq tops = 6 num SRbq tops = 9 num FB tops = 3 Viable tops = 42 ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ 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: 108 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 31 num SRqq tops = 5 num SRbq tops = 11 num FB tops = 4 Viable tops = 36 ============================================================ ============================================================ ============================================================ num events = 198 ------------------------------------------------------------ Nevts passing event selection: 61 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: 122 Number of leptonic tops: 0 Num events after pre-selection = 61 num FR tops = 35 num SRqq tops = 5 num SRbq tops = 10 num FB tops = 4 Viable tops = 42 ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ Nevts passing event selection: 62 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: 124 Number of leptonic tops: 0 Num events after pre-selection = 62 num FR tops = 42 num SRqq tops = 8 num SRbq tops = 12 num FB tops = 1 Viable tops = 48 ============================================================ ============================================================ ============================================================ num events = 191 ------------------------------------------------------------ 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: 108 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 30 num SRqq tops = 6 num SRbq tops = 14 num FB tops = 6 Viable tops = 41 ============================================================ ============================================================ ============================================================ num events = 172 ------------------------------------------------------------ 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: 76 Number of leptonic tops: 0 Num events after pre-selection = 38 num FR tops = 28 num SRqq tops = 2 num SRbq tops = 9 num FB tops = 2 Viable tops = 29 ============================================================ ============================================================ ============================================================ num events = 152 ------------------------------------------------------------ Nevts passing event selection: 43 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: 86 Number of leptonic tops: 0 Num events after pre-selection = 43 num FR tops = 29 num SRqq tops = 4 num SRbq tops = 5 num FB tops = 1 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 24 ------------------------------------------------------------ Nevts passing event selection: 8 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10] Unique Njets passing event selection and Jet object selection: [6, 8, 9, 10] Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3] Unique Nfatjets passing event selection and FatJet object selection: [0, 2] ------------------------------------------------------------ Number of hadronic tops: 16 Number of leptonic tops: 0 Num events after pre-selection = 8 num FR tops = 6 num SRqq tops = 1 num SRbq tops = 0 num FB tops = 0 Viable tops = 6 ============================================================ ============================================================ ============================================================ num events = 125 ------------------------------------------------------------ Nevts passing event selection: 34 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: 68 Number of leptonic tops: 0 Num events after pre-selection = 34 num FR tops = 24 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 1 Viable tops = 29 ============================================================ ============================================================ ============================================================ num events = 32 ------------------------------------------------------------ Nevts passing event selection: 7 Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 10, 11, 13] Unique Njets passing event selection and Jet object selection: [6, 8, 10, 11, 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: 14 Number of leptonic tops: 0 Num events after pre-selection = 7 num FR tops = 5 num SRqq tops = 0 num SRbq tops = 0 num FB tops = 0 Viable tops = 5 ============================================================ ============================================================ ============================================================ num events = 148 ------------------------------------------------------------ Nevts passing event selection: 41 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 = 41 num FR tops = 26 num SRqq tops = 5 num SRbq tops = 6 num FB tops = 0 Viable tops = 28 INFO:collide2v.convert_v0:file 13/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000447.parquet): written {'training': 5406, 'validation': 656, 'testing': 630}; 460s ============================================================ ============================================================ ============================================================ num events = 178 ------------------------------------------------------------ Nevts passing event selection: 54 Unique Njets passing Jet object selection: [2, 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: 108 Number of leptonic tops: 0 Num events after pre-selection = 54 num FR tops = 40 num SRqq tops = 4 num SRbq tops = 11 num FB tops = 3 Viable tops = 47 ============================================================ ============================================================ ============================================================ num events = 190 ------------------------------------------------------------ Nevts passing event selection: 59 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: 118 Number of leptonic tops: 0 Num events after pre-selection = 59 num FR tops = 38 num SRqq tops = 7 num SRbq tops = 12 num FB tops = 6 Viable tops = 45 ============================================================ ============================================================ ============================================================ num events = 180 ------------------------------------------------------------ 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, 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 = 54 num FR tops = 36 num SRqq tops = 5 num SRbq tops = 8 num FB tops = 0 Viable tops = 40 ============================================================ ============================================================ ============================================================ 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, 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: 92 Number of leptonic tops: 0 Num events after pre-selection = 46 num FR tops = 34 num SRqq tops = 3 num SRbq tops = 6 num FB tops = 1 Viable tops = 34 ============================================================ ============================================================ ============================================================ num events = 187 ------------------------------------------------------------ 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: 100 Number of leptonic tops: 0 Num events after pre-selection = 50 num FR tops = 38 num SRqq tops = 7 num SRbq tops = 6 num FB tops = 2 Viable tops = 39 ============================================================ ============================================================ ============================================================ num events = 159 ------------------------------------------------------------ Nevts passing event selection: 43 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 = 43 num FR tops = 25 num SRqq tops = 7 num SRbq tops = 6 num FB tops = 1 Viable tops = 27 ============================================================ ============================================================ ============================================================ num events = 179 ------------------------------------------------------------ Nevts passing event selection: 58 Unique Njets passing Jet object selection: [1, 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] 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 = 58 num FR tops = 27 num SRqq tops = 4 num SRbq tops = 8 num FB tops = 1 Viable tops = 30 ============================================================ ============================================================ ============================================================ num events = 169 ------------------------------------------------------------ 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] 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 = 47 num FR tops = 29 num SRqq tops = 5 num SRbq tops = 9 num FB tops = 3 Viable tops = 38 ============================================================ ============================================================ ============================================================ num events = 26 ------------------------------------------------------------ Nevts passing event selection: 7 Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8] Unique Njets passing event selection and Jet object selection: [7, 8] 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: 14 Number of leptonic tops: 0 Num events after pre-selection = 7 num FR tops = 5 num SRqq tops = 1 num SRbq tops = 2 num FB tops = 0 Viable tops = 6 ============================================================ ============================================================ ============================================================ num events = 147 ------------------------------------------------------------ Nevts passing event selection: 40 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] Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2] ------------------------------------------------------------ Number of hadronic tops: 80 Number of leptonic tops: 0 Num events after pre-selection = 40 num FR tops = 23 num SRqq tops = 5 num SRbq tops = 5 num FB tops = 1 Viable tops = 26 ============================================================ ============================================================ ============================================================ num events = 25 ------------------------------------------------------------ Nevts passing event selection: 8 Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 11] Unique Njets passing event selection and Jet object selection: [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: 16 Number of leptonic tops: 0 Num events after pre-selection = 8 num FR tops = 3 num SRqq tops = 0 num SRbq tops = 2 num FB tops = 0 Viable tops = 3 ============================================================ ============================================================ ============================================================ num events = 163 ------------------------------------------------------------ Nevts passing event selection: 44 Unique Njets passing Jet object selection: [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: 88 Number of leptonic tops: 0 Num events after pre-selection = 44 num FR tops = 28 num SRqq tops = 2 num SRbq tops = 9 num FB tops = 6 Viable tops = 33 INFO:collide2v.convert_v0:file 14/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000448.parquet): written {'training': 5817, 'validation': 703, 'testing': 682}; 489s INFO:collide2v.convert_v0:done: {"training": 5817, "validation": 703, "testing": 682}