2026-10-08 05:23:12,968 generated new fontManager
#--------------------------------------------------------------------------
#                         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.
------------------------------------------------------------
Nevts passing event selection: 110
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
UserWarning: dcut and exclusive jets for jet-finders other than kt, C/A or genkt with p>=0 should be interpreted with care.
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 80
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 99
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 101
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: [3, 4, 5, 6, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 84
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 79
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 76
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 86
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 86
Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [2, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 97
Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 5]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 5]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 58
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
2026-10-08 05:28:54,779 file 1/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000477.parquet): written {'training': 1411, 'validation': 173, 'testing': 178}; 339s
------------------------------------------------------------
Nevts passing event selection: 86
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 100
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 102
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 78
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 72
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
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: [3, 4, 5, 6, 7, 8, 9, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 75
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 11, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 11, 12]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 82
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 56
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
2026-10-08 05:39:31,348 file 2/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000478.parquet): written {'training': 2823, 'validation': 352, 'testing': 359}; 975s
------------------------------------------------------------
Nevts passing event selection: 103
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 86
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: [3, 4, 5, 6, 7, 8, 9, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 100
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 71
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 101
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 84
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 105
Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [2, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12, 13, 14]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 75
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 79
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 57
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: [3, 4, 5, 6, 7, 8, 9, 10, 11, 14]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4]
------------------------------------------------------------
2026-10-08 05:46:10,523 file 3/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000479.parquet): written {'training': 4225, 'validation': 531, 'testing': 540}; 1374s
------------------------------------------------------------
Nevts passing event selection: 79
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 83
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 73
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 79
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 14]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 84
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 14]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 14]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 108
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 106
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 56
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
2026-10-08 05:52:21,715 file 4/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000480.parquet): written {'training': 5581, 'validation': 736, 'testing': 709}; 1745s
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 83
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 105
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13, 15]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 84
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 83
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 80
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10, 12, 14]
Unique Njets passing event selection and Jet object selection: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 12, 13]
Unique Njets passing event selection and Jet object selection: [2, 4, 5, 6, 7, 8, 9, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 79
Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 11]
Unique Njets passing event selection and Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 99
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 74
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 82
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 97
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: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
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: [2, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
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: [3, 4, 5, 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]
------------------------------------------------------------
2026-10-08 05:57:56,161 file 5/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000481.parquet): written {'training': 6961, 'validation': 913, 'testing': 883}; 2080s
------------------------------------------------------------
Nevts passing event selection: 89
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 72
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 15]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 15]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 111
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 13]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 97
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 82
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 104
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 84
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 56
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
2026-10-08 06:03:52,473 file 6/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000482.parquet): written {'training': 8396, 'validation': 1102, 'testing': 1057}; 2436s
------------------------------------------------------------
Nevts passing event selection: 98
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 100
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 16]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 14, 16]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 5]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 5]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
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: [3, 4, 5, 6, 7, 8, 9, 10, 12, 13]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4, 6]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4, 6]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 97
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 79
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 86
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 82
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: [3, 4, 5, 6, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 77
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
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: [2, 3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 69
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 13, 14]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 48
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
2026-10-08 06:10:45,478 file 7/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000483.parquet): written {'training': 9810, 'validation': 1284, 'testing': 1214}; 2849s
------------------------------------------------------------
Nevts passing event selection: 93
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 104
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 99
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 73
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 83
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
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: [3, 4, 5, 6, 7, 8, 9, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 97
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: [3, 4, 5, 6, 7, 8, 9, 10, 11, 15]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 107
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 78
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 14]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 61
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
2026-10-08 06:15:23,920 file 8/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000484.parquet): written {'training': 11245, 'validation': 1465, 'testing': 1393}; 3128s
------------------------------------------------------------
Nevts passing event selection: 73
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 107
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 82
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [2, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 113
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 78
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 104
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 11, 13]
Unique Njets passing event selection and Jet object selection: [2, 4, 5, 6, 7, 8, 9, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 106
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 105
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
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: [3, 4, 5, 6, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 49
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
2026-10-08 06:21:01,521 file 9/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000485.parquet): written {'training': 12681, 'validation': 1657, 'testing': 1579}; 3465s
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 99
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 14]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 14]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 114
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 80
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 83
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 11, 12, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 78
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 69
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
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: [3, 4, 5, 6, 7, 8, 9, 10, 11, 13]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
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: [2, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 84
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 99
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
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: [3, 4, 5, 6, 7, 8, 9, 10, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 68
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
2026-10-08 06:29:00,869 file 10/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000486.parquet): written {'training': 14077, 'validation': 1841, 'testing': 1767}; 3945s
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 80
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 104
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 104
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 86
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 99
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 75
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 77
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 107
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 13]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 13]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 57
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
2026-10-08 06:37:34,206 file 11/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000487.parquet): written {'training': 15512, 'validation': 2026, 'testing': 1936}; 4458s
------------------------------------------------------------
Nevts passing event selection: 78
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 77
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 79
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 75
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 74
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 101
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 14, 15]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 100
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 103
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12, 14]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 89
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 79
Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [2, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 108
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 96
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: [3, 4, 5, 6, 7, 8, 9, 10, 11, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 44
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
2026-10-08 06:47:07,416 file 12/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000488.parquet): written {'training': 16879, 'validation': 2224, 'testing': 2102}; 5031s
------------------------------------------------------------
Nevts passing event selection: 103
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 13]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 12]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 97
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 84
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 101
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 74
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [2, 3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 98
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 14]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 14]
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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 78
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 82
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 11, 12]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 15]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 84
Unique Njets passing Jet object selection: [2, 4, 5, 6, 7, 8, 9, 10, 11, 13]
Unique Njets passing event selection and Jet object selection: [2, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 99
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 48
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3]
------------------------------------------------------------
2026-10-08 06:56:28,437 file 13/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000489.parquet): written {'training': 18297, 'validation': 2392, 'testing': 2273}; 5592s
------------------------------------------------------------
Nevts passing event selection: 91
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 81
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 11, 12]
Unique Nfatjets passing FatJet object selection: [0, 1, 2, 3, 4]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2, 3, 4]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 87
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 82
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: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 85
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 86
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: [2, 3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 94
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11, 12]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 88
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 82
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 95
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: [3, 4, 5, 6, 7, 8, 9, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 90
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 79
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: [2, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 78
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 93
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 108
Unique Njets passing Jet object selection: [3, 4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 92
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: [3, 4, 5, 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]
------------------------------------------------------------
------------------------------------------------------------
Nevts passing event selection: 60
Unique Njets passing Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Njets passing event selection and Jet object selection: [4, 5, 6, 7, 8, 9, 10, 11]
Unique Nfatjets passing FatJet object selection: [0, 1, 2]
Unique Nfatjets passing event selection and FatJet object selection: [0, 1, 2]
------------------------------------------------------------
2026-10-08 07:05:31,948 file 14/14 (tt0123j_5f_ckm_LO_MLM_hadronic-NEVENT10000-RS28000490.parquet): written {'training': 19660, 'validation': 2584, 'testing': 2462}; 6136s
2026-10-08 07:06:32,106 done: {"training": 19660, "validation": 2584, "testing": 2462}