removed ‘TRAINING-COMPLETE’
Tue  5 Jun 13:38:29 BST 2018
Linux cl024 3.10.0-862.3.2.el7.x86_64 #1 SMP Mon May 21 23:36:36 UTC 2018 x86_64 x86_64 x86_64 GNU/Linux
Submit Host pclx
‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/TMVA-TrainPhysTks-EvalPhysTks-NoReweight.txt’ -> ‘train-config.txt’
‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt’ -> ‘./AllPhysTracksInEvent.txt’
‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training/AllPhysTracksInEvent.txt’ -> ‘./AllPhysTracksInEvent.txt’
‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/TrackSelection/NoTrackPreSelection.txt’ -> ‘./NoTrackPreSelection.txt’
‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MVA-Configuration.txt’ -> ‘MVA.txt’
‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//UpgradeSim09cUp02RecoUp01-TrainingFiles-Mixture-Cambridge.txt’ -> ‘TrainingFiles-Mixture.txt’
‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//UpgradeSim09cUp02RecoUp01-TrainingFiles-Mixture-Cambridge.txt’ -> ‘UpgradeSim09cUp02RecoUp01-EvalFiles-Mixture.txt’
Training in /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac1.0/PrAccF1.0/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.2/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Pion/Downstream
Will use ionice
removed ‘GlobalPID_Pion_Downstream_TMVA.weights.xml’
removed ‘GlobalPID_Pion_Downstream_TMVA.class.C’
‘/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-Upgrade-Sim09cUp02RecoUp01/GlobalPID_Pion_Downstream_ANN.txt’ -> ‘./GlobalPID_Pion_Downstream_ANN.txt’
2018-06-05 13:38:40 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache'
2018-06-05 13:38:40 INFO | Network Config file      = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac1.0/PrAccF1.0/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.2/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Pion/Downstream/GlobalPID_Pion_Downstream_ANN.txt
2018-06-05 13:38:40 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac1.0/PrAccF1.0/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.2/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Pion/Downstream/train-config.txt
2018-06-05 13:38:40 INFO | Particle type    = Pion
2018-06-05 13:38:40 INFO | Background types = All
2018-06-05 13:38:40 INFO | Training Mix     = NaturalMix
2018-06-05 13:38:40 INFO | Track type       = Downstream
2018-06-05 13:38:40 INFO | Track PresSel    = NoTrackPreSelection.txt
2018-06-05 13:38:40 INFO | Network type     = TMVA
2018-06-05 13:38:40 INFO | Ghost treatment  = Ghosts Ghosts
2018-06-05 13:38:40 INFO | MC Track sel.    = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt
2018-06-05 13:38:40 INFO | Reweighting      = NoReweight
2018-06-05 13:38:40 INFO | Output file      = GlobalPID_Pion_Downstream_TMVA.weights.xml
2018-06-05 13:38:40 INFO | Skipping input #TrackCloneDist
2018-06-05 13:38:40 INFO | Skipping input #new
2018-06-05 13:38:40 INFO | Creating selection from 'NoTrackPreSelection.txt'
2018-06-05 13:38:40 INFO |  -> # very very loose. Essentially no cuts
2018-06-05 13:38:40 INFO |   -> TrackP                > 0
2018-06-05 13:38:40 INFO |   -> TrackPt               > 0
2018-06-05 13:38:40 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-06-05 13:38:40 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-06-05 13:38:40 INFO | Training sample size (excluding ghosts) = 1800000
2018-06-05 13:38:40 INFO | Evaluation sample size                  = 10000000
2018-06-05 13:38:40 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac1.0/PrAccF1.0/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.2/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Pion/Downstream/MVA.txt
2018-06-05 13:38:40 INFO |  -> NBTASK = CLA
2018-06-05 13:38:40 INFO |  -> NBMOM = 0.0
2018-06-05 13:38:40 INFO |  -> NBREG = ALL
2018-06-05 13:38:40 INFO |  -> TMVAVALIDATIONFRAC = 0.3
2018-06-05 13:38:40 INFO |  -> TMVATESTFRAC = 0.3
2018-06-05 13:38:40 INFO |  -> MaxTrainSizeFactor = 1.5
2018-06-05 13:38:40 INFO |  -> HiddenLayer1ScaleFactor = 1.2
2018-06-05 13:38:40 INFO |  -> HiddenLayer2ScaleFactor = 1.6
2018-06-05 13:38:40 INFO |  -> GhostAcceptFraction = 1.0
2018-06-05 13:38:40 INFO |  -> PionAcceptFraction = 1.0
2018-06-05 13:38:40 INFO |  -> KaonAcceptFraction = 1.0
2018-06-05 13:38:40 INFO |  -> ProtonAcceptFraction = 1.0
2018-06-05 13:38:40 INFO |  -> ReuseTrainingFiles = 0
2018-06-05 13:38:40 INFO |  -> TrainingYear = UpgradeSim09cUp02RecoUp01
2018-06-05 13:38:40 INFO |  -> TMVAMETHOD = MLP
2018-06-05 13:38:40 INFO |  -> TMVAUSEREGULATOR = false
2018-06-05 13:38:40 INFO |  -> TMVAMLPNCYCLES = 750
2018-06-05 13:38:40 INFO |  -> TMVAVARTRANSFORM = Norm
2018-06-05 13:38:40 INFO |  -> TMVAMLPNEURONTYPE = sigmoid
2018-06-05 13:38:40 INFO |  -> TMVAMLPMETHOD = BP
2018-06-05 13:38:40 INFO |  -> TMVAMLPESTIMATORTYPE = CE
2018-06-05 13:38:40 INFO |  -> TMVAMLPCONVIMPROVE = 1e-16
2018-06-05 13:38:40 INFO |  -> TMVAMLPCONVTEST = 15
2018-06-05 13:38:40 INFO |  -> TMVABDTBOOSTTYPE = AdaBoost
2018-06-05 13:38:40 INFO |  -> TMVABDTNTREES = 800
2018-06-05 13:38:40 INFO |  -> TMVABDTPRUNEMETHOD = CostComplexity
2018-06-05 13:38:40 INFO |  -> TMVABDTMAXTREEDEPTH = 3
2018-06-05 13:38:40 INFO |  -> TMVADNNERRSTRAT = CROSSENTROPY
2018-06-05 13:38:40 INFO |  -> TMVADNNTRAINCONFA = UNDEFINED
2018-06-05 13:38:40 INFO |  -> TMVADNNTRAINCONFB = 
2018-06-05 13:38:40 INFO |  -> TMVADNNTRAINCONFC = 
2018-06-05 13:38:40 INFO |  -> TMVADNNLAYOUT = UNDEFINED
2018-06-05 13:38:40 INFO |  -> TMVADNNWEIGHTINIT = XAVIERUNIFORM
2018-06-05 13:38:40 INFO |  -> TMVADNNARCH = STANDARD
2018-06-05 13:38:40 INFO | Hidden Layer 1 scale = 1.2
2018-06-05 13:38:40 INFO | Hidden Layer 2 scale = 1.6
2018-06-05 13:38:40 INFO | Ghost Accept Fraction = 1
2018-06-05 13:38:40 INFO | Proton Accept Fraction = 1
2018-06-05 13:38:40 INFO | Kaon Accept Fraction = 1
2018-06-05 13:38:40 INFO | Pion Accept Fraction = 1
2018-06-05 13:38:40 INFO | Max Training sample size (with ghosts) = 2700000
2018-06-05 13:38:40 INFO | Training data year   = UpgradeSim09cUp02RecoUp01
2018-06-05 13:38:40 INFO | Evaluation data year = UpgradeSim09cUp02RecoUp01
2018-06-05 13:38:40 INFO | TMVA Output ROOT file Downstream-Pion-TMVA.root
2018-06-05 13:38:40 INFO | TMVA testing fraction = 0.3
                         : Parsing option string: 
                         : ... "V:!Silent:!Color:!DrawProgressBar:AnalysisType=Classification"
                         : The following options are set:
                         : - By User:
                         :     V: "True" [Verbose flag]
                         :     Color: "False" [Flag for coloured screen output (default: True, if in batch mode: False)]
                         :     Silent: "False" [Batch mode: boolean silent flag inhibiting any output from TMVA after the creation of the factory class object (default: False)]
                         :     DrawProgressBar: "False" [Draw progress bar to display training, testing and evaluation schedule (default: True)]
                         :     AnalysisType: "Classification" [Set the analysis type (Classification, Regression, Multiclass, Auto) (default: Auto)]
                         : - Default:
                         :     Transformations: "I" [List of transformations to test; formatting example: "Transformations=I;D;P;U;G,D", for identity, decorrelation, PCA, Uniform and Gaussianisation followed by decorrelation transformations]
                         :     Correlations: "False" [boolean to show correlation in output]
                         :     ROC: "True" [boolean to show ROC in output]
                         :     ModelPersistence: "True" [Option to save the trained model in xml file or using serialization]
<HEADER> DataSetInfo              : [GlobalPID_DataSet] : Added class "Signal"
<HEADER> DataSetInfo              : [GlobalPID_DataSet] : Added class "Background"
2018-06-05 13:38:40 INFO | Input TrackP Type F
2018-06-05 13:38:40 INFO | Input TrackPt Type F
2018-06-05 13:38:40 INFO | Input TrackChi2PerDof Type F
2018-06-05 13:38:40 INFO | Input TrackNumDof Type I
2018-06-05 13:38:40 INFO | Input TrackGhostProbability Type F
2018-06-05 13:38:40 INFO | Input TrackFitTChi2 Type F
2018-06-05 13:38:40 INFO | Input TrackFitTNDoF Type I
2018-06-05 13:38:40 INFO | Input RichUsedR1Gas Type I
2018-06-05 13:38:40 INFO | Input RichUsedR2Gas Type I
2018-06-05 13:38:40 INFO | Input RichAbovePiThres Type I
2018-06-05 13:38:40 INFO | Input RichAboveKaThres Type I
2018-06-05 13:38:40 INFO | Input RichDLLe Type F
2018-06-05 13:38:40 INFO | Input RichDLLmu Type F
2018-06-05 13:38:40 INFO | Input RichDLLk Type F
2018-06-05 13:38:40 INFO | Input RichDLLp Type F
2018-06-05 13:38:40 INFO | Input RichDLLd Type F
2018-06-05 13:38:40 INFO | Input RichDLLbt Type F
2018-06-05 13:38:40 INFO | Input MuonMVA1 Type F
2018-06-05 13:38:40 INFO | Input MuonBkgLL Type F
2018-06-05 13:38:40 INFO | Input MuonMuLL Type F
2018-06-05 13:38:40 INFO | Input MuonIsMuon Type I
2018-06-05 13:38:40 INFO | Input MuonNShared Type I
2018-06-05 13:38:40 INFO | Input InAccMuon Type I
2018-06-05 13:38:40 INFO | Input MuonIsLooseMuon Type I
2018-06-05 13:38:40 INFO | Input InAccEcal Type I
2018-06-05 13:38:40 INFO | Input EcalPIDe Type F
2018-06-05 13:38:40 INFO | Input EcalPIDmu Type F
2018-06-05 13:38:40 INFO | Input InAccHcal Type I
2018-06-05 13:38:40 INFO | Input HcalPIDe Type F
2018-06-05 13:38:40 INFO | Input HcalPIDmu Type F
2018-06-05 13:38:40 INFO | Input CaloEoverP Type F
2018-06-05 13:38:40 INFO | Input CaloChargedEcal Type F
2018-06-05 13:38:40 INFO | Input CaloClusChi2 Type F
2018-06-05 13:38:40 INFO | Input CaloEcalChi2 Type F
2018-06-05 13:38:40 INFO | Input CaloEcalE Type F
2018-06-05 13:38:40 INFO | Input CaloHcalE Type F
2018-06-05 13:38:40 INFO | Input CaloElectronMatch Type F
2018-06-05 13:38:40 INFO | Input CaloTrMatch Type F
2018-06-05 13:38:40 INFO | Input CaloTrajectoryL Type F
2018-06-05 13:38:40 INFO | Input CombDLLe Type F
2018-06-05 13:38:40 INFO | Input CombDLLmu Type F
2018-06-05 13:38:40 INFO | Input Data file = TrainingFiles-Mixture.txt
2018-06-05 13:38:40 INFO | Using 3913 data files
2018-06-05 13:38:40 INFO | Training Datafile Selection hash = 9e53b2f5fadc17db
2018-06-05 13:38:40 INFO | Target selected entries per file = 4000
2018-06-05 13:38:40 INFO | Creating cache file for /r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000056.root. File size 129.717MB, free cache space 3781.69GB.
2018-06-05 13:38:40 INFO |  -> Cache file creation in progress elsewhere. Sleeping for 30 secs...
2018-06-05 13:39:10 INFO |   -> Cache file now ready...
2018-06-05 13:39:10 INFO | Using training file (1/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:39:10 INFO |  -> Pre-selected 78858 entries from 78858 ( 100 % )
2018-06-05 13:40:11 INFO |  -> Selected 17736 entries ( 22.4911 % ). Overall 4000 ( 0.222222 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:40:11 INFO | Using training file (2/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:40:11 INFO |  -> Pre-selected 79086 entries from 79086 ( 100 % )
2018-06-05 13:41:12 INFO |  -> Selected 18017 entries ( 22.7815 % ). Overall 8000 ( 0.444444 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:41:12 INFO | Using training file (3/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:41:13 INFO |  -> Pre-selected 78946 entries from 78946 ( 100 % )
2018-06-05 13:42:10 INFO |  -> Selected 18544 entries ( 23.4895 % ). Overall 12000 ( 0.666667 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:42:10 INFO | Using training file (4/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:42:11 INFO |  -> Pre-selected 41093 entries from 41093 ( 100 % )
2018-06-05 13:42:47 INFO |  -> Selected 17948 entries ( 43.6765 % ). Overall 16000 ( 0.888889 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:42:47 INFO | Using training file (5/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:42:48 INFO |  -> Pre-selected 76453 entries from 76453 ( 100 % )
2018-06-05 13:43:53 INFO |  -> Selected 18001 entries ( 23.5452 % ). Overall 20000 ( 1.11111 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:43:53 INFO | Using training file (6/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:43:54 INFO |  -> Pre-selected 81787 entries from 81787 ( 100 % )
2018-06-05 13:45:09 INFO |  -> Selected 17317 entries ( 21.1733 % ). Overall 24000 ( 1.33333 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:45:09 INFO | Using training file (7/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:45:10 INFO |  -> Pre-selected 75999 entries from 75999 ( 100 % )
2018-06-05 13:46:12 INFO |  -> Selected 17239 entries ( 22.6832 % ). Overall 28000 ( 1.55556 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:46:12 INFO | Using training file (8/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:46:13 INFO |  -> Pre-selected 78525 entries from 78525 ( 100 % )
2018-06-05 13:47:16 INFO |  -> Selected 17942 entries ( 22.8488 % ). Overall 32000 ( 1.77778 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:47:16 INFO | Using training file (9/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000058.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:47:16 INFO |  -> Pre-selected 78000 entries from 78000 ( 100 % )
2018-06-05 13:48:18 INFO |  -> Selected 17294 entries ( 22.1718 % ). Overall 36000 ( 2 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:48:18 INFO | Using training file (10/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:48:19 INFO |  -> Pre-selected 58361 entries from 58361 ( 100 % )
2018-06-05 13:49:13 INFO |  -> Selected 18183 entries ( 31.1561 % ). Overall 40001 ( 2.22228 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:49:13 INFO | Using training file (11/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:49:13 INFO |  -> Pre-selected 79365 entries from 79365 ( 100 % )
2018-06-05 13:50:16 INFO |  -> Selected 18012 entries ( 22.6951 % ). Overall 44001 ( 2.4445 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:50:16 INFO | Using training file (12/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:50:16 INFO |  -> Pre-selected 19365 entries from 19365 ( 100 % )
2018-06-05 13:50:31 INFO |  -> Selected 16264 entries ( 83.9866 % ). Overall 48001 ( 2.66672 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:50:31 INFO | Using training file (13/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:50:31 INFO |  -> Pre-selected 72600 entries from 72600 ( 100 % )
2018-06-05 13:51:25 INFO |  -> Selected 17170 entries ( 23.6501 % ). Overall 52002 ( 2.889 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:51:25 INFO | Using training file (14/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:51:26 INFO |  -> Pre-selected 82221 entries from 82221 ( 100 % )
2018-06-05 13:52:40 INFO |  -> Selected 18869 entries ( 22.9491 % ). Overall 56002 ( 3.11122 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:52:40 INFO | Using training file (15/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:52:40 INFO |  -> Pre-selected 79990 entries from 79990 ( 100 % )
2018-06-05 13:53:55 INFO |  -> Selected 18416 entries ( 23.0229 % ). Overall 60002 ( 3.33344 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:53:55 INFO | Using training file (16/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:53:55 INFO |  -> Pre-selected 76271 entries from 76271 ( 100 % )
2018-06-05 13:54:47 INFO |  -> Selected 17388 entries ( 22.7977 % ). Overall 64002 ( 3.55567 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:54:47 INFO | Using training file (17/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:54:48 INFO |  -> Pre-selected 80843 entries from 80843 ( 100 % )
2018-06-05 13:55:43 INFO |  -> Selected 17742 entries ( 21.9462 % ). Overall 68002 ( 3.77789 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:55:43 INFO | Using training file (18/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:55:44 INFO |  -> Pre-selected 82639 entries from 82639 ( 100 % )
2018-06-05 13:56:49 INFO |  -> Selected 17875 entries ( 21.6302 % ). Overall 72002 ( 4.00011 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:56:49 INFO | Using training file (19/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:56:50 INFO |  -> Pre-selected 77392 entries from 77392 ( 100 % )
2018-06-05 13:57:58 INFO |  -> Selected 17913 entries ( 23.1458 % ). Overall 76002 ( 4.22233 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:57:58 INFO | Using training file (20/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:57:59 INFO |  -> Pre-selected 74302 entries from 74302 ( 100 % )
2018-06-05 13:59:02 INFO |  -> Selected 17323 entries ( 23.3143 % ). Overall 80002 ( 4.44456 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:59:02 INFO | Using training file (21/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:59:02 INFO |  -> Pre-selected 81183 entries from 81183 ( 100 % )
2018-06-05 13:59:53 INFO |  -> Selected 18149 entries ( 22.3557 % ). Overall 84002 ( 4.66678 % ) of required 1800000 non-ghost training entries.
2018-06-05 13:59:53 INFO | Using training file (22/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 13:59:54 INFO |  -> Pre-selected 83884 entries from 83884 ( 100 % )
2018-06-05 14:00:48 INFO |  -> Selected 17814 entries ( 21.2365 % ). Overall 88001 ( 4.88894 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:00:48 INFO | Using training file (23/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:00:49 INFO |  -> Pre-selected 78324 entries from 78324 ( 100 % )
2018-06-05 14:01:46 INFO |  -> Selected 18295 entries ( 23.3581 % ). Overall 92001 ( 5.11117 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:01:46 INFO | Using training file (24/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:01:47 INFO |  -> Pre-selected 80448 entries from 80448 ( 100 % )
2018-06-05 14:02:48 INFO |  -> Selected 17065 entries ( 21.2125 % ). Overall 96001 ( 5.33339 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:02:48 INFO | Using training file (25/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:02:49 INFO |  -> Pre-selected 79967 entries from 79967 ( 100 % )
2018-06-05 14:03:48 INFO |  -> Selected 17354 entries ( 21.7015 % ). Overall 100001 ( 5.55561 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:03:48 INFO | Using training file (26/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:03:48 INFO |  -> Pre-selected 79464 entries from 79464 ( 100 % )
2018-06-05 14:04:52 INFO |  -> Selected 17938 entries ( 22.5737 % ). Overall 104001 ( 5.77783 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:04:52 INFO | Using training file (27/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:04:52 INFO |  -> Pre-selected 84386 entries from 84386 ( 100 % )
2018-06-05 14:05:53 INFO |  -> Selected 17487 entries ( 20.7226 % ). Overall 108001 ( 6.00006 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:05:53 INFO | Using training file (28/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:05:54 INFO |  -> Pre-selected 74361 entries from 74361 ( 100 % )
2018-06-05 14:06:54 INFO |  -> Selected 17354 entries ( 23.3375 % ). Overall 112001 ( 6.22228 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:06:54 INFO | Using training file (29/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:06:54 INFO |  -> Pre-selected 79236 entries from 79236 ( 100 % )
2018-06-05 14:08:05 INFO |  -> Selected 17869 entries ( 22.5516 % ). Overall 116001 ( 6.4445 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:08:05 INFO | Using training file (30/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:08:05 INFO |  -> Pre-selected 75736 entries from 75736 ( 100 % )
2018-06-05 14:09:04 INFO |  -> Selected 18015 entries ( 23.7866 % ). Overall 120000 ( 6.66667 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:09:04 INFO | Using training file (31/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:09:05 INFO |  -> Pre-selected 61639 entries from 61639 ( 100 % )
2018-06-05 14:09:57 INFO |  -> Selected 18303 entries ( 29.6939 % ). Overall 124000 ( 6.88889 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:09:57 INFO | Using training file (32/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:09:57 INFO |  -> Pre-selected 84135 entries from 84135 ( 100 % )
2018-06-05 14:11:12 INFO |  -> Selected 18101 entries ( 21.5142 % ). Overall 128000 ( 7.11111 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:11:12 INFO | Using training file (33/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:11:13 INFO |  -> Pre-selected 60210 entries from 60210 ( 100 % )
2018-06-05 14:12:06 INFO |  -> Selected 17843 entries ( 29.6346 % ). Overall 132000 ( 7.33333 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:12:06 INFO | Using training file (34/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:12:06 INFO |  -> Pre-selected 77372 entries from 77372 ( 100 % )
2018-06-05 14:13:06 INFO |  -> Selected 17952 entries ( 23.2022 % ). Overall 136000 ( 7.55556 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:13:06 INFO | Using training file (35/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:13:06 INFO |  -> Pre-selected 75874 entries from 75874 ( 100 % )
2018-06-05 14:14:24 INFO |  -> Selected 18022 entries ( 23.7525 % ). Overall 140000 ( 7.77778 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:14:24 INFO | Using training file (36/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:14:24 INFO |  -> Pre-selected 81072 entries from 81072 ( 100 % )
2018-06-05 14:15:35 INFO |  -> Selected 17509 entries ( 21.5969 % ). Overall 144000 ( 8 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:15:35 INFO | Using training file (37/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:15:36 INFO |  -> Pre-selected 85903 entries from 85903 ( 100 % )
2018-06-05 14:16:37 INFO |  -> Selected 17548 entries ( 20.4277 % ). Overall 148000 ( 8.22222 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:16:37 INFO | Using training file (38/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:16:37 INFO |  -> Pre-selected 64224 entries from 64224 ( 100 % )
2018-06-05 14:17:28 INFO |  -> Selected 17602 entries ( 27.4072 % ). Overall 152000 ( 8.44444 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:17:28 INFO | Using training file (39/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:17:29 INFO |  -> Pre-selected 75125 entries from 75125 ( 100 % )
2018-06-05 14:18:25 INFO |  -> Selected 17922 entries ( 23.8562 % ). Overall 156000 ( 8.66667 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:18:25 INFO | Using training file (40/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:18:25 INFO |  -> Pre-selected 78215 entries from 78215 ( 100 % )
2018-06-05 14:19:21 INFO |  -> Selected 17995 entries ( 23.0071 % ). Overall 160000 ( 8.88889 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:19:21 INFO | Using training file (41/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000111.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:19:21 INFO |  -> Pre-selected 82462 entries from 82462 ( 100 % )
2018-06-05 14:20:27 INFO |  -> Selected 17951 entries ( 21.7688 % ). Overall 164000 ( 9.11111 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:20:27 INFO | Using training file (42/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:20:27 INFO |  -> Pre-selected 78630 entries from 78630 ( 100 % )
2018-06-05 14:21:29 INFO |  -> Selected 18028 entries ( 22.9276 % ). Overall 168000 ( 9.33333 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:21:29 INFO | Using training file (43/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:21:29 INFO |  -> Pre-selected 80908 entries from 80908 ( 100 % )
2018-06-05 14:22:28 INFO |  -> Selected 18066 entries ( 22.3291 % ). Overall 172000 ( 9.55556 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:22:28 INFO | Using training file (44/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:22:28 INFO |  -> Pre-selected 82039 entries from 82039 ( 100 % )
2018-06-05 14:23:31 INFO |  -> Selected 17902 entries ( 21.8213 % ). Overall 176000 ( 9.77778 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:23:31 INFO | Using training file (45/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:23:31 INFO |  -> Pre-selected 74883 entries from 74883 ( 100 % )
2018-06-05 14:24:30 INFO |  -> Selected 17353 entries ( 23.1735 % ). Overall 179999 ( 9.99994 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:24:30 INFO | Using training file (46/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:24:31 INFO |  -> Pre-selected 78172 entries from 78172 ( 100 % )
2018-06-05 14:25:29 INFO |  -> Selected 17550 entries ( 22.4505 % ). Overall 183999 ( 10.2222 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:25:29 INFO | Using training file (47/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:25:29 INFO |  -> Pre-selected 37938 entries from 37938 ( 100 % )
2018-06-05 14:25:58 INFO |  -> Selected 16799 entries ( 44.2801 % ). Overall 187999 ( 10.4444 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:25:58 INFO | Using training file (48/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:25:59 INFO |  -> Pre-selected 83535 entries from 83535 ( 100 % )
2018-06-05 14:27:01 INFO |  -> Selected 17461 entries ( 20.9026 % ). Overall 191999 ( 10.6666 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:27:01 INFO | Using training file (49/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:27:02 INFO |  -> Pre-selected 74947 entries from 74947 ( 100 % )
2018-06-05 14:28:01 INFO |  -> Selected 17562 entries ( 23.4326 % ). Overall 195999 ( 10.8888 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:28:01 INFO | Using training file (50/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:28:02 INFO |  -> Pre-selected 81305 entries from 81305 ( 100 % )
2018-06-05 14:28:59 INFO |  -> Selected 17573 entries ( 21.6137 % ). Overall 199999 ( 11.1111 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:28:59 INFO | Using training file (51/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000096.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:28:59 INFO |  -> Pre-selected 79325 entries from 79325 ( 100 % )
2018-06-05 14:30:05 INFO |  -> Selected 17797 entries ( 22.4355 % ). Overall 203999 ( 11.3333 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:30:05 INFO | Using training file (52/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:30:05 INFO |  -> Pre-selected 83151 entries from 83151 ( 100 % )
2018-06-05 14:31:00 INFO |  -> Selected 18183 entries ( 21.8674 % ). Overall 207999 ( 11.5555 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:31:00 INFO | Using training file (53/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:31:00 INFO |  -> Pre-selected 79052 entries from 79052 ( 100 % )
2018-06-05 14:32:01 INFO |  -> Selected 18593 entries ( 23.52 % ). Overall 211999 ( 11.7777 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:32:01 INFO | Using training file (54/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000077.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:32:01 INFO |  -> Pre-selected 81454 entries from 81454 ( 100 % )
2018-06-05 14:33:03 INFO |  -> Selected 18263 entries ( 22.4212 % ). Overall 215999 ( 11.9999 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:33:03 INFO | Using training file (55/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:33:03 INFO |  -> Pre-selected 73002 entries from 73002 ( 100 % )
2018-06-05 14:34:02 INFO |  -> Selected 16289 entries ( 22.3131 % ). Overall 219999 ( 12.2222 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:34:02 INFO | Using training file (56/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:34:02 INFO |  -> Pre-selected 76232 entries from 76232 ( 100 % )
2018-06-05 14:35:04 INFO |  -> Selected 17692 entries ( 23.2081 % ). Overall 223999 ( 12.4444 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:35:04 INFO | Using training file (57/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000119.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:35:04 INFO |  -> Pre-selected 75687 entries from 75687 ( 100 % )
2018-06-05 14:36:02 INFO |  -> Selected 17387 entries ( 22.9722 % ). Overall 227999 ( 12.6666 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:36:02 INFO | Using training file (58/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:36:02 INFO |  -> Pre-selected 79979 entries from 79979 ( 100 % )
2018-06-05 14:37:04 INFO |  -> Selected 17500 entries ( 21.8807 % ). Overall 232000 ( 12.8889 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:37:04 INFO | Using training file (59/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:37:04 INFO |  -> Pre-selected 54790 entries from 54790 ( 100 % )
2018-06-05 14:37:51 INFO |  -> Selected 16876 entries ( 30.8012 % ). Overall 236000 ( 13.1111 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:37:51 INFO | Using training file (60/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:37:52 INFO |  -> Pre-selected 79156 entries from 79156 ( 100 % )
2018-06-05 14:38:52 INFO |  -> Selected 18107 entries ( 22.8751 % ). Overall 240000 ( 13.3333 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:38:52 INFO | Using training file (61/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:38:52 INFO |  -> Pre-selected 76848 entries from 76848 ( 100 % )
2018-06-05 14:39:54 INFO |  -> Selected 17585 entries ( 22.8828 % ). Overall 244001 ( 13.5556 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:39:54 INFO | Using training file (62/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:39:54 INFO |  -> Pre-selected 76816 entries from 76816 ( 100 % )
2018-06-05 14:40:58 INFO |  -> Selected 17602 entries ( 22.9145 % ). Overall 248001 ( 13.7778 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:40:58 INFO | Using training file (63/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:40:58 INFO |  -> Pre-selected 80274 entries from 80274 ( 100 % )
2018-06-05 14:42:01 INFO |  -> Selected 17569 entries ( 21.8863 % ). Overall 252001 ( 14.0001 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:42:01 INFO | Using training file (64/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:42:02 INFO |  -> Pre-selected 78327 entries from 78327 ( 100 % )
2018-06-05 14:43:17 INFO |  -> Selected 18809 entries ( 24.0134 % ). Overall 256002 ( 14.2223 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:43:17 INFO | Using training file (65/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:43:17 INFO |  -> Pre-selected 81798 entries from 81798 ( 100 % )
2018-06-05 14:44:21 INFO |  -> Selected 18001 entries ( 22.0067 % ). Overall 260002 ( 14.4446 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:44:21 INFO | Using training file (66/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:44:22 INFO |  -> Pre-selected 65031 entries from 65031 ( 100 % )
2018-06-05 14:45:10 INFO |  -> Selected 17238 entries ( 26.5074 % ). Overall 264002 ( 14.6668 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:45:10 INFO | Using training file (67/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:45:11 INFO |  -> Pre-selected 78568 entries from 78568 ( 100 % )
2018-06-05 14:46:05 INFO |  -> Selected 18115 entries ( 23.0565 % ). Overall 268002 ( 14.889 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:46:05 INFO | Using training file (68/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:46:06 INFO |  -> Pre-selected 79546 entries from 79546 ( 100 % )
2018-06-05 14:47:13 INFO |  -> Selected 17861 entries ( 22.4537 % ). Overall 272002 ( 15.1112 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:47:13 INFO | Using training file (69/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:47:13 INFO |  -> Pre-selected 76807 entries from 76807 ( 100 % )
2018-06-05 14:48:11 INFO |  -> Selected 18088 entries ( 23.5499 % ). Overall 276002 ( 15.3334 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:48:11 INFO | Using training file (70/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:48:11 INFO |  -> Pre-selected 77785 entries from 77785 ( 100 % )
2018-06-05 14:49:15 INFO |  -> Selected 17753 entries ( 22.8232 % ). Overall 280002 ( 15.5557 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:49:15 INFO | Using training file (71/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:49:15 INFO |  -> Pre-selected 81368 entries from 81368 ( 100 % )
2018-06-05 14:50:21 INFO |  -> Selected 17592 entries ( 21.6203 % ). Overall 284002 ( 15.7779 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:50:21 INFO | Using training file (72/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:50:21 INFO |  -> Pre-selected 77269 entries from 77269 ( 100 % )
2018-06-05 14:51:25 INFO |  -> Selected 17939 entries ( 23.2163 % ). Overall 288003 ( 16.0002 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:51:25 INFO | Using training file (73/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:51:25 INFO |  -> Pre-selected 81279 entries from 81279 ( 100 % )
2018-06-05 14:52:22 INFO |  -> Selected 18214 entries ( 22.4092 % ). Overall 292003 ( 16.2224 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:52:22 INFO | Using training file (74/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000114.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:52:22 INFO |  -> Pre-selected 80124 entries from 80124 ( 100 % )
2018-06-05 14:53:31 INFO |  -> Selected 17788 entries ( 22.2006 % ). Overall 296003 ( 16.4446 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:53:31 INFO | Using training file (75/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:53:31 INFO |  -> Pre-selected 80609 entries from 80609 ( 100 % )
2018-06-05 14:54:25 INFO |  -> Selected 18288 entries ( 22.6873 % ). Overall 300004 ( 16.6669 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:54:25 INFO | Using training file (76/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:54:26 INFO |  -> Pre-selected 78910 entries from 78910 ( 100 % )
2018-06-05 14:55:27 INFO |  -> Selected 17683 entries ( 22.4091 % ). Overall 304004 ( 16.8891 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:55:27 INFO | Using training file (77/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:55:28 INFO |  -> Pre-selected 61239 entries from 61239 ( 100 % )
2018-06-05 14:56:12 INFO |  -> Selected 16468 entries ( 26.8914 % ). Overall 308004 ( 17.1113 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:56:12 INFO | Using training file (78/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:56:13 INFO |  -> Pre-selected 81113 entries from 81113 ( 100 % )
2018-06-05 14:57:20 INFO |  -> Selected 18635 entries ( 22.9741 % ). Overall 312004 ( 17.3336 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:57:20 INFO | Using training file (79/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:57:21 INFO |  -> Pre-selected 60607 entries from 60607 ( 100 % )
2018-06-05 14:58:14 INFO |  -> Selected 18411 entries ( 30.3777 % ). Overall 316004 ( 17.5558 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:58:14 INFO | Using training file (80/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:58:15 INFO |  -> Pre-selected 79500 entries from 79500 ( 100 % )
2018-06-05 14:59:12 INFO |  -> Selected 18418 entries ( 23.1673 % ). Overall 320004 ( 17.778 % ) of required 1800000 non-ghost training entries.
2018-06-05 14:59:12 INFO | Using training file (81/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 14:59:13 INFO |  -> Pre-selected 79448 entries from 79448 ( 100 % )
2018-06-05 15:00:13 INFO |  -> Selected 18110 entries ( 22.7948 % ). Overall 324005 ( 18.0003 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:00:13 INFO | Using training file (82/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:00:14 INFO |  -> Pre-selected 76214 entries from 76214 ( 100 % )
2018-06-05 15:01:10 INFO |  -> Selected 17651 entries ( 23.1598 % ). Overall 328006 ( 18.2226 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:01:10 INFO | Using training file (83/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:01:11 INFO |  -> Pre-selected 79496 entries from 79496 ( 100 % )
2018-06-05 15:02:15 INFO |  -> Selected 18585 entries ( 23.3785 % ). Overall 332006 ( 18.4448 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:02:15 INFO | Using training file (84/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:02:16 INFO |  -> Pre-selected 76299 entries from 76299 ( 100 % )
2018-06-05 15:03:12 INFO |  -> Selected 17392 entries ( 22.7945 % ). Overall 336005 ( 18.6669 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:03:12 INFO | Using training file (85/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:03:13 INFO |  -> Pre-selected 81376 entries from 81376 ( 100 % )
2018-06-05 15:04:17 INFO |  -> Selected 17734 entries ( 21.7927 % ). Overall 340006 ( 18.8892 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:04:17 INFO | Using training file (86/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:04:17 INFO |  -> Pre-selected 19840 entries from 19840 ( 100 % )
2018-06-05 15:04:33 INFO |  -> Selected 16096 entries ( 81.129 % ). Overall 344007 ( 19.1115 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:04:33 INFO | Using training file (87/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:04:34 INFO |  -> Pre-selected 37908 entries from 37908 ( 100 % )
2018-06-05 15:05:01 INFO |  -> Selected 17578 entries ( 46.3702 % ). Overall 348007 ( 19.3337 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:05:01 INFO | Using training file (88/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000078.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:05:01 INFO |  -> Pre-selected 78252 entries from 78252 ( 100 % )
2018-06-05 15:05:59 INFO |  -> Selected 18315 entries ( 23.4052 % ). Overall 352007 ( 19.5559 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:05:59 INFO | Using training file (89/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:05:59 INFO |  -> Pre-selected 83771 entries from 83771 ( 100 % )
2018-06-05 15:06:57 INFO |  -> Selected 18025 entries ( 21.517 % ). Overall 356007 ( 19.7782 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:06:57 INFO | Using training file (90/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:06:58 INFO |  -> Pre-selected 77286 entries from 77286 ( 100 % )
2018-06-05 15:07:52 INFO |  -> Selected 19001 entries ( 24.5853 % ). Overall 360007 ( 20.0004 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:07:52 INFO | Using training file (91/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:07:53 INFO |  -> Pre-selected 82537 entries from 82537 ( 100 % )
2018-06-05 15:09:01 INFO |  -> Selected 19691 entries ( 23.8572 % ). Overall 364007 ( 20.2226 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:09:01 INFO | Using training file (92/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:09:01 INFO |  -> Pre-selected 41294 entries from 41294 ( 100 % )
2018-06-05 15:09:32 INFO |  -> Selected 18047 entries ( 43.7037 % ). Overall 368007 ( 20.4448 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:09:32 INFO | Using training file (93/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:09:33 INFO |  -> Pre-selected 81744 entries from 81744 ( 100 % )
2018-06-05 15:10:43 INFO |  -> Selected 17510 entries ( 21.4205 % ). Overall 372007 ( 20.6671 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:10:43 INFO | Using training file (94/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:10:43 INFO |  -> Pre-selected 79169 entries from 79169 ( 100 % )
2018-06-05 15:11:38 INFO |  -> Selected 17871 entries ( 22.5732 % ). Overall 376007 ( 20.8893 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:11:38 INFO | Using training file (95/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:11:39 INFO |  -> Pre-selected 75948 entries from 75948 ( 100 % )
2018-06-05 15:12:44 INFO |  -> Selected 17834 entries ( 23.4819 % ). Overall 380007 ( 21.1115 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:12:44 INFO | Using training file (96/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:12:44 INFO |  -> Pre-selected 79660 entries from 79660 ( 100 % )
2018-06-05 15:13:47 INFO |  -> Selected 18186 entries ( 22.8295 % ). Overall 384007 ( 21.3337 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:13:47 INFO | Using training file (97/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:13:48 INFO |  -> Pre-selected 66149 entries from 66149 ( 100 % )
2018-06-05 15:14:38 INFO |  -> Selected 16346 entries ( 24.7109 % ). Overall 388007 ( 21.5559 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:14:38 INFO | Using training file (98/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:14:38 INFO |  -> Pre-selected 78072 entries from 78072 ( 100 % )
2018-06-05 15:15:25 INFO |  -> Selected 18128 entries ( 23.2196 % ). Overall 392007 ( 21.7782 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:15:25 INFO | Using training file (99/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000122.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:15:26 INFO |  -> Pre-selected 79801 entries from 79801 ( 100 % )
2018-06-05 15:16:27 INFO |  -> Selected 18698 entries ( 23.4308 % ). Overall 396007 ( 22.0004 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:16:27 INFO | Using training file (100/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:16:27 INFO |  -> Pre-selected 38966 entries from 38966 ( 100 % )
2018-06-05 15:17:00 INFO |  -> Selected 17421 entries ( 44.7082 % ). Overall 400007 ( 22.2226 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:17:00 INFO | Using training file (101/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:17:00 INFO |  -> Pre-selected 77354 entries from 77354 ( 100 % )
2018-06-05 15:17:59 INFO |  -> Selected 18249 entries ( 23.5915 % ). Overall 404007 ( 22.4448 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:17:59 INFO | Using training file (102/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:18:00 INFO |  -> Pre-selected 83679 entries from 83679 ( 100 % )
2018-06-05 15:18:56 INFO |  -> Selected 18258 entries ( 21.8191 % ). Overall 408007 ( 22.6671 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:18:56 INFO | Using training file (103/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:18:57 INFO |  -> Pre-selected 86186 entries from 86186 ( 100 % )
2018-06-05 15:19:59 INFO |  -> Selected 18081 entries ( 20.979 % ). Overall 412007 ( 22.8893 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:19:59 INFO | Using training file (104/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:20:00 INFO |  -> Pre-selected 75398 entries from 75398 ( 100 % )
2018-06-05 15:20:55 INFO |  -> Selected 18741 entries ( 24.8561 % ). Overall 416007 ( 23.1115 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:20:55 INFO | Using training file (105/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:20:55 INFO |  -> Pre-selected 82927 entries from 82927 ( 100 % )
2018-06-05 15:22:04 INFO |  -> Selected 17618 entries ( 21.2452 % ). Overall 420007 ( 23.3337 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:22:04 INFO | Using training file (106/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:22:04 INFO |  -> Pre-selected 81120 entries from 81120 ( 100 % )
2018-06-05 15:23:14 INFO |  -> Selected 17882 entries ( 22.0439 % ). Overall 424007 ( 23.5559 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:23:14 INFO | Using training file (107/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:23:15 INFO |  -> Pre-selected 73150 entries from 73150 ( 100 % )
2018-06-05 15:24:06 INFO |  -> Selected 17189 entries ( 23.4983 % ). Overall 428007 ( 23.7782 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:24:06 INFO | Using training file (108/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:24:07 INFO |  -> Pre-selected 79946 entries from 79946 ( 100 % )
2018-06-05 15:25:08 INFO |  -> Selected 17629 entries ( 22.0511 % ). Overall 432007 ( 24.0004 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:25:08 INFO | Using training file (109/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:25:08 INFO |  -> Pre-selected 78801 entries from 78801 ( 100 % )
2018-06-05 15:26:07 INFO |  -> Selected 18015 entries ( 22.8614 % ). Overall 436007 ( 24.2226 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:26:07 INFO | Using training file (110/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:26:07 INFO |  -> Pre-selected 81498 entries from 81498 ( 100 % )
2018-06-05 15:26:59 INFO |  -> Selected 18536 entries ( 22.7441 % ). Overall 440007 ( 24.4448 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:27:00 INFO | Using training file (111/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:27:00 INFO |  -> Pre-selected 80761 entries from 80761 ( 100 % )
2018-06-05 15:28:05 INFO |  -> Selected 17222 entries ( 21.3246 % ). Overall 444007 ( 24.6671 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:28:05 INFO | Using training file (112/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:28:06 INFO |  -> Pre-selected 78934 entries from 78934 ( 100 % )
2018-06-05 15:29:05 INFO |  -> Selected 17847 entries ( 22.61 % ). Overall 448007 ( 24.8893 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:29:05 INFO | Using training file (113/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:29:05 INFO |  -> Pre-selected 68081 entries from 68081 ( 100 % )
2018-06-05 15:30:00 INFO |  -> Selected 17445 entries ( 25.6239 % ). Overall 452007 ( 25.1115 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:30:00 INFO | Using training file (114/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:30:00 INFO |  -> Pre-selected 79829 entries from 79829 ( 100 % )
2018-06-05 15:30:53 INFO |  -> Selected 18058 entries ( 22.6209 % ). Overall 456007 ( 25.3337 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:30:53 INFO | Using training file (115/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:30:53 INFO |  -> Pre-selected 80420 entries from 80420 ( 100 % )
2018-06-05 15:31:58 INFO |  -> Selected 17297 entries ( 21.5083 % ). Overall 460007 ( 25.5559 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:31:58 INFO | Using training file (116/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:31:58 INFO |  -> Pre-selected 79080 entries from 79080 ( 100 % )
2018-06-05 15:32:59 INFO |  -> Selected 17810 entries ( 22.5215 % ). Overall 464007 ( 25.7782 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:32:59 INFO | Using training file (117/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:32:59 INFO |  -> Pre-selected 78456 entries from 78456 ( 100 % )
2018-06-05 15:33:59 INFO |  -> Selected 17887 entries ( 22.7988 % ). Overall 468008 ( 26.0004 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:33:59 INFO | Using training file (118/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:34:00 INFO |  -> Pre-selected 80523 entries from 80523 ( 100 % )
2018-06-05 15:35:04 INFO |  -> Selected 18310 entries ( 22.7388 % ). Overall 472008 ( 26.2227 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:35:04 INFO | Using training file (119/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:35:05 INFO |  -> Pre-selected 81083 entries from 81083 ( 100 % )
2018-06-05 15:36:07 INFO |  -> Selected 18183 entries ( 22.4252 % ). Overall 476008 ( 26.4449 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:36:07 INFO | Using training file (120/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:36:07 INFO |  -> Pre-selected 18395 entries from 18395 ( 100 % )
2018-06-05 15:36:24 INFO |  -> Selected 16490 entries ( 89.6439 % ). Overall 479997 ( 26.6665 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:36:24 INFO | Using training file (121/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000059.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:36:25 INFO |  -> Pre-selected 80520 entries from 80520 ( 100 % )
2018-06-05 15:37:21 INFO |  -> Selected 18622 entries ( 23.1272 % ). Overall 483997 ( 26.8887 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:37:21 INFO | Using training file (122/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:37:22 INFO |  -> Pre-selected 81580 entries from 81580 ( 100 % )
2018-06-05 15:38:26 INFO |  -> Selected 18598 entries ( 22.7973 % ). Overall 487997 ( 27.1109 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:38:26 INFO | Using training file (123/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14103034/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:38:26 INFO |  -> Pre-selected 21022 entries from 21022 ( 100 % )
2018-06-05 15:38:42 INFO |  -> Selected 16493 entries ( 78.4559 % ). Overall 491997 ( 27.3332 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:38:42 INFO | Using training file (124/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:38:42 INFO |  -> Pre-selected 74240 entries from 74240 ( 100 % )
2018-06-05 15:39:44 INFO |  -> Selected 16814 entries ( 22.6482 % ). Overall 495997 ( 27.5554 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:39:44 INFO | Using training file (125/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:39:44 INFO |  -> Pre-selected 77190 entries from 77190 ( 100 % )
2018-06-05 15:40:47 INFO |  -> Selected 17859 entries ( 23.1364 % ). Overall 499997 ( 27.7776 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:40:47 INFO | Using training file (126/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:40:47 INFO |  -> Pre-selected 77317 entries from 77317 ( 100 % )
2018-06-05 15:41:47 INFO |  -> Selected 17808 entries ( 23.0325 % ). Overall 503997 ( 27.9998 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:41:47 INFO | Using training file (127/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:41:48 INFO |  -> Pre-selected 77311 entries from 77311 ( 100 % )
2018-06-05 15:42:54 INFO |  -> Selected 17671 entries ( 22.857 % ). Overall 507997 ( 28.2221 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:42:54 INFO | Using training file (128/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:42:54 INFO |  -> Pre-selected 76929 entries from 76929 ( 100 % )
2018-06-05 15:43:56 INFO |  -> Selected 17417 entries ( 22.6404 % ). Overall 511997 ( 28.4443 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:43:56 INFO | Using training file (129/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:43:56 INFO |  -> Pre-selected 76523 entries from 76523 ( 100 % )
2018-06-05 15:44:50 INFO |  -> Selected 17033 entries ( 22.2587 % ). Overall 515997 ( 28.6665 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:44:50 INFO | Using training file (130/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:44:50 INFO |  -> Pre-selected 79167 entries from 79167 ( 100 % )
2018-06-05 15:45:48 INFO |  -> Selected 18918 entries ( 23.8963 % ). Overall 519997 ( 28.8887 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:45:48 INFO | Using training file (131/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:45:49 INFO |  -> Pre-selected 81027 entries from 81027 ( 100 % )
2018-06-05 15:46:57 INFO |  -> Selected 17936 entries ( 22.1358 % ). Overall 523997 ( 29.1109 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:46:57 INFO | Using training file (132/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:46:58 INFO |  -> Pre-selected 80083 entries from 80083 ( 100 % )
2018-06-05 15:48:02 INFO |  -> Selected 17914 entries ( 22.3693 % ). Overall 527997 ( 29.3332 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:48:02 INFO | Using training file (133/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:48:02 INFO |  -> Pre-selected 78360 entries from 78360 ( 100 % )
2018-06-05 15:48:56 INFO |  -> Selected 18210 entries ( 23.2389 % ). Overall 531997 ( 29.5554 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:48:56 INFO | Using training file (134/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:48:56 INFO |  -> Pre-selected 81265 entries from 81265 ( 100 % )
2018-06-05 15:49:54 INFO |  -> Selected 18500 entries ( 22.765 % ). Overall 535997 ( 29.7776 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:49:54 INFO | Using training file (135/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:49:54 INFO |  -> Pre-selected 80411 entries from 80411 ( 100 % )
2018-06-05 15:50:49 INFO |  -> Selected 17605 entries ( 21.8938 % ). Overall 539997 ( 29.9998 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:50:49 INFO | Using training file (136/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:50:50 INFO |  -> Pre-selected 82120 entries from 82120 ( 100 % )
2018-06-05 15:51:48 INFO |  -> Selected 17702 entries ( 21.5563 % ). Overall 543997 ( 30.2221 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:51:48 INFO | Using training file (137/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:51:48 INFO |  -> Pre-selected 77638 entries from 77638 ( 100 % )
2018-06-05 15:53:01 INFO |  -> Selected 17414 entries ( 22.4297 % ). Overall 547997 ( 30.4443 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:53:01 INFO | Using training file (138/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:53:02 INFO |  -> Pre-selected 58135 entries from 58135 ( 100 % )
2018-06-05 15:53:43 INFO |  -> Selected 15668 entries ( 26.9511 % ). Overall 551997 ( 30.6665 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:53:43 INFO | Using training file (139/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:53:43 INFO |  -> Pre-selected 63787 entries from 63787 ( 100 % )
2018-06-05 15:54:26 INFO |  -> Selected 18600 entries ( 29.1595 % ). Overall 555998 ( 30.8888 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:54:26 INFO | Using training file (140/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000065.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:54:27 INFO |  -> Pre-selected 77925 entries from 77925 ( 100 % )
2018-06-05 15:55:23 INFO |  -> Selected 18691 entries ( 23.9859 % ). Overall 559998 ( 31.111 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:55:23 INFO | Using training file (141/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:55:24 INFO |  -> Pre-selected 80797 entries from 80797 ( 100 % )
2018-06-05 15:56:15 INFO |  -> Selected 18714 entries ( 23.1618 % ). Overall 563998 ( 31.3332 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:56:15 INFO | Using training file (142/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:56:15 INFO |  -> Pre-selected 75689 entries from 75689 ( 100 % )
2018-06-05 15:57:12 INFO |  -> Selected 17572 entries ( 23.2161 % ). Overall 567998 ( 31.5554 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:57:12 INFO | Using training file (143/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:57:13 INFO |  -> Pre-selected 43260 entries from 43260 ( 100 % )
2018-06-05 15:57:43 INFO |  -> Selected 17294 entries ( 39.9769 % ). Overall 571998 ( 31.7777 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:57:43 INFO | Using training file (144/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:57:43 INFO |  -> Pre-selected 81283 entries from 81283 ( 100 % )
2018-06-05 15:58:51 INFO |  -> Selected 17752 entries ( 21.8397 % ). Overall 575998 ( 31.9999 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:58:51 INFO | Using training file (145/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:58:51 INFO |  -> Pre-selected 79634 entries from 79634 ( 100 % )
2018-06-05 15:59:58 INFO |  -> Selected 17697 entries ( 22.2229 % ). Overall 579998 ( 32.2221 % ) of required 1800000 non-ghost training entries.
2018-06-05 15:59:58 INFO | Using training file (146/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 15:59:59 INFO |  -> Pre-selected 80699 entries from 80699 ( 100 % )
2018-06-05 16:01:02 INFO |  -> Selected 17353 entries ( 21.5034 % ). Overall 583998 ( 32.4443 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:01:03 INFO | Using training file (147/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:01:03 INFO |  -> Pre-selected 59659 entries from 59659 ( 100 % )
2018-06-05 16:01:55 INFO |  -> Selected 17564 entries ( 29.4407 % ). Overall 587998 ( 32.6666 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:01:55 INFO | Using training file (148/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:01:56 INFO |  -> Pre-selected 82214 entries from 82214 ( 100 % )
2018-06-05 16:03:02 INFO |  -> Selected 18626 entries ( 22.6555 % ). Overall 591998 ( 32.8888 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:03:02 INFO | Using training file (149/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:03:02 INFO |  -> Pre-selected 77338 entries from 77338 ( 100 % )
2018-06-05 16:04:01 INFO |  -> Selected 17543 entries ( 22.6835 % ). Overall 595998 ( 33.111 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:04:01 INFO | Using training file (150/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:04:02 INFO |  -> Pre-selected 74169 entries from 74169 ( 100 % )
2018-06-05 16:05:02 INFO |  -> Selected 17750 entries ( 23.9318 % ). Overall 599998 ( 33.3332 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:05:02 INFO | Using training file (151/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:05:02 INFO |  -> Pre-selected 80282 entries from 80282 ( 100 % )
2018-06-05 16:05:59 INFO |  -> Selected 17999 entries ( 22.4197 % ). Overall 603998 ( 33.5554 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:05:59 INFO | Using training file (152/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:06:00 INFO |  -> Pre-selected 78808 entries from 78808 ( 100 % )
2018-06-05 16:06:57 INFO |  -> Selected 18227 entries ( 23.1284 % ). Overall 607998 ( 33.7777 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:06:57 INFO | Using training file (153/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:06:57 INFO |  -> Pre-selected 80352 entries from 80352 ( 100 % )
2018-06-05 16:07:52 INFO |  -> Selected 17924 entries ( 22.3068 % ). Overall 611998 ( 33.9999 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:07:52 INFO | Using training file (154/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000025.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:07:53 INFO |  -> Pre-selected 80761 entries from 80761 ( 100 % )
2018-06-05 16:09:05 INFO |  -> Selected 18209 entries ( 22.5468 % ). Overall 615998 ( 34.2221 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:09:05 INFO | Using training file (155/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:09:05 INFO |  -> Pre-selected 75179 entries from 75179 ( 100 % )
2018-06-05 16:10:03 INFO |  -> Selected 17181 entries ( 22.8535 % ). Overall 619998 ( 34.4443 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:10:03 INFO | Using training file (156/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:10:03 INFO |  -> Pre-selected 77892 entries from 77892 ( 100 % )
2018-06-05 16:10:56 INFO |  -> Selected 17911 entries ( 22.9947 % ). Overall 623998 ( 34.6666 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:10:56 INFO | Using training file (157/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:10:57 INFO |  -> Pre-selected 80035 entries from 80035 ( 100 % )
2018-06-05 16:12:02 INFO |  -> Selected 17805 entries ( 22.2465 % ). Overall 627998 ( 34.8888 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:12:02 INFO | Using training file (158/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:12:03 INFO |  -> Pre-selected 79437 entries from 79437 ( 100 % )
2018-06-05 16:13:01 INFO |  -> Selected 18333 entries ( 23.0787 % ). Overall 631998 ( 35.111 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:13:01 INFO | Using training file (159/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:13:01 INFO |  -> Pre-selected 77479 entries from 77479 ( 100 % )
2018-06-05 16:14:05 INFO |  -> Selected 17440 entries ( 22.5093 % ). Overall 635998 ( 35.3332 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:14:05 INFO | Using training file (160/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:14:05 INFO |  -> Pre-selected 71171 entries from 71171 ( 100 % )
2018-06-05 16:15:02 INFO |  -> Selected 17506 entries ( 24.5971 % ). Overall 639997 ( 35.5554 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:15:02 INFO | Using training file (161/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:15:02 INFO |  -> Pre-selected 60282 entries from 60282 ( 100 % )
2018-06-05 16:15:56 INFO |  -> Selected 18107 entries ( 30.0372 % ). Overall 643997 ( 35.7776 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:15:56 INFO | Using training file (162/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:15:56 INFO |  -> Pre-selected 70964 entries from 70964 ( 100 % )
2018-06-05 16:16:50 INFO |  -> Selected 18306 entries ( 25.7962 % ). Overall 647997 ( 35.9998 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:16:50 INFO | Using training file (163/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:16:51 INFO |  -> Pre-selected 61597 entries from 61597 ( 100 % )
2018-06-05 16:17:42 INFO |  -> Selected 15312 entries ( 24.8584 % ). Overall 651998 ( 36.2221 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:17:42 INFO | Using training file (164/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:17:42 INFO |  -> Pre-selected 79314 entries from 79314 ( 100 % )
2018-06-05 16:18:51 INFO |  -> Selected 17956 entries ( 22.6391 % ). Overall 655998 ( 36.4443 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:18:51 INFO | Using training file (165/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:18:52 INFO |  -> Pre-selected 76131 entries from 76131 ( 100 % )
2018-06-05 16:20:00 INFO |  -> Selected 18138 entries ( 23.8247 % ). Overall 659999 ( 36.6666 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:20:00 INFO | Using training file (166/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14103034/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:20:00 INFO |  -> Pre-selected 18752 entries from 18752 ( 100 % )
2018-06-05 16:20:20 INFO |  -> Selected 16460 entries ( 87.7773 % ). Overall 663998 ( 36.8888 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:20:20 INFO | Using training file (167/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:20:20 INFO |  -> Pre-selected 76331 entries from 76331 ( 100 % )
2018-06-05 16:21:19 INFO |  -> Selected 18351 entries ( 24.0413 % ). Overall 667998 ( 37.111 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:21:19 INFO | Using training file (168/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:21:19 INFO |  -> Pre-selected 60260 entries from 60260 ( 100 % )
2018-06-05 16:22:09 INFO |  -> Selected 17544 entries ( 29.1138 % ). Overall 671998 ( 37.3332 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:22:09 INFO | Using training file (169/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:22:09 INFO |  -> Pre-selected 80834 entries from 80834 ( 100 % )
2018-06-05 16:23:28 INFO |  -> Selected 17586 entries ( 21.7557 % ). Overall 675998 ( 37.5554 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:23:28 INFO | Using training file (170/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:23:29 INFO |  -> Pre-selected 40131 entries from 40131 ( 100 % )
2018-06-05 16:24:00 INFO |  -> Selected 17149 entries ( 42.7326 % ). Overall 679998 ( 37.7777 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:24:00 INFO | Using training file (171/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:24:01 INFO |  -> Pre-selected 79722 entries from 79722 ( 100 % )
2018-06-05 16:25:04 INFO |  -> Selected 18048 entries ( 22.6387 % ). Overall 683998 ( 37.9999 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:25:04 INFO | Using training file (172/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:25:05 INFO |  -> Pre-selected 82893 entries from 82893 ( 100 % )
2018-06-05 16:26:15 INFO |  -> Selected 18275 entries ( 22.0465 % ). Overall 687998 ( 38.2221 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:26:15 INFO | Using training file (173/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:26:16 INFO |  -> Pre-selected 65470 entries from 65470 ( 100 % )
2018-06-05 16:27:04 INFO |  -> Selected 18723 entries ( 28.5978 % ). Overall 691998 ( 38.4443 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:27:04 INFO | Using training file (174/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:27:05 INFO |  -> Pre-selected 75619 entries from 75619 ( 100 % )
2018-06-05 16:28:05 INFO |  -> Selected 17941 entries ( 23.7255 % ). Overall 695998 ( 38.6666 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:28:05 INFO | Using training file (175/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:28:06 INFO |  -> Pre-selected 82604 entries from 82604 ( 100 % )
2018-06-05 16:29:14 INFO |  -> Selected 17941 entries ( 21.7193 % ). Overall 699998 ( 38.8888 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:29:14 INFO | Using training file (176/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:29:14 INFO |  -> Pre-selected 35332 entries from 35332 ( 100 % )
2018-06-05 16:29:44 INFO |  -> Selected 15992 entries ( 45.2621 % ). Overall 703998 ( 39.111 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:29:44 INFO | Using training file (177/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:29:44 INFO |  -> Pre-selected 71997 entries from 71997 ( 100 % )
2018-06-05 16:30:40 INFO |  -> Selected 16819 entries ( 23.3607 % ). Overall 707998 ( 39.3332 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:30:40 INFO | Using training file (178/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:30:40 INFO |  -> Pre-selected 75651 entries from 75651 ( 100 % )
2018-06-05 16:31:46 INFO |  -> Selected 18313 entries ( 24.2072 % ). Overall 711998 ( 39.5554 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:31:46 INFO | Using training file (179/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:31:47 INFO |  -> Pre-selected 81365 entries from 81365 ( 100 % )
2018-06-05 16:32:43 INFO |  -> Selected 18565 entries ( 22.8169 % ). Overall 715997 ( 39.7776 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:32:43 INFO | Using training file (180/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:32:43 INFO |  -> Pre-selected 79127 entries from 79127 ( 100 % )
2018-06-05 16:33:46 INFO |  -> Selected 17449 entries ( 22.0519 % ). Overall 719997 ( 39.9998 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:33:46 INFO | Using training file (181/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:33:46 INFO |  -> Pre-selected 79535 entries from 79535 ( 100 % )
2018-06-05 16:34:45 INFO |  -> Selected 18105 entries ( 22.7636 % ). Overall 723997 ( 40.2221 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:34:45 INFO | Using training file (182/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:34:45 INFO |  -> Pre-selected 72826 entries from 72826 ( 100 % )
2018-06-05 16:35:46 INFO |  -> Selected 16977 entries ( 23.3117 % ). Overall 727997 ( 40.4443 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:35:46 INFO | Using training file (183/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:35:46 INFO |  -> Pre-selected 20087 entries from 20087 ( 100 % )
2018-06-05 16:36:05 INFO |  -> Selected 16455 entries ( 81.9187 % ). Overall 731996 ( 40.6664 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:36:05 INFO | Using training file (184/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:36:05 INFO |  -> Pre-selected 79011 entries from 79011 ( 100 % )
2018-06-05 16:37:05 INFO |  -> Selected 17483 entries ( 22.1273 % ). Overall 735996 ( 40.8887 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:37:05 INFO | Using training file (185/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:37:05 INFO |  -> Pre-selected 76064 entries from 76064 ( 100 % )
2018-06-05 16:38:09 INFO |  -> Selected 17993 entries ( 23.6551 % ). Overall 739996 ( 41.1109 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:38:09 INFO | Using training file (186/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:38:09 INFO |  -> Pre-selected 50827 entries from 50827 ( 100 % )
2018-06-05 16:38:50 INFO |  -> Selected 15744 entries ( 30.9757 % ). Overall 743996 ( 41.3331 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:38:50 INFO | Using training file (187/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:38:51 INFO |  -> Pre-selected 80209 entries from 80209 ( 100 % )
2018-06-05 16:39:58 INFO |  -> Selected 18639 entries ( 23.238 % ). Overall 747996 ( 41.5553 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:39:59 INFO | Using training file (188/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:39:59 INFO |  -> Pre-selected 80346 entries from 80346 ( 100 % )
2018-06-05 16:41:05 INFO |  -> Selected 18802 entries ( 23.4013 % ). Overall 751996 ( 41.7776 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:41:05 INFO | Using training file (189/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:41:06 INFO |  -> Pre-selected 75682 entries from 75682 ( 100 % )
2018-06-05 16:42:04 INFO |  -> Selected 17735 entries ( 23.4336 % ). Overall 755996 ( 41.9998 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:42:04 INFO | Using training file (190/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000084.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:42:04 INFO |  -> Pre-selected 80533 entries from 80533 ( 100 % )
2018-06-05 16:43:05 INFO |  -> Selected 17565 entries ( 21.8109 % ). Overall 759996 ( 42.222 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:43:05 INFO | Using training file (191/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:43:05 INFO |  -> Pre-selected 74259 entries from 74259 ( 100 % )
2018-06-05 16:43:58 INFO |  -> Selected 16525 entries ( 22.2532 % ). Overall 763996 ( 42.4442 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:43:58 INFO | Using training file (192/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:43:59 INFO |  -> Pre-selected 79736 entries from 79736 ( 100 % )
2018-06-05 16:44:59 INFO |  -> Selected 18048 entries ( 22.6347 % ). Overall 767995 ( 42.6664 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:44:59 INFO | Using training file (193/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:44:59 INFO |  -> Pre-selected 78614 entries from 78614 ( 100 % )
2018-06-05 16:46:03 INFO |  -> Selected 18273 entries ( 23.244 % ). Overall 771995 ( 42.8886 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:46:03 INFO | Using training file (194/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:46:03 INFO |  -> Pre-selected 82721 entries from 82721 ( 100 % )
2018-06-05 16:47:10 INFO |  -> Selected 18331 entries ( 22.16 % ). Overall 775995 ( 43.1108 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:47:10 INFO | Using training file (195/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:47:10 INFO |  -> Pre-selected 80100 entries from 80100 ( 100 % )
2018-06-05 16:48:12 INFO |  -> Selected 18129 entries ( 22.633 % ). Overall 779996 ( 43.3331 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:48:12 INFO | Using training file (196/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:48:13 INFO |  -> Pre-selected 76281 entries from 76281 ( 100 % )
2018-06-05 16:49:15 INFO |  -> Selected 18476 entries ( 24.221 % ). Overall 783996 ( 43.5553 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:49:15 INFO | Using training file (197/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:49:16 INFO |  -> Pre-selected 78123 entries from 78123 ( 100 % )
2018-06-05 16:50:25 INFO |  -> Selected 17778 entries ( 22.7564 % ). Overall 787996 ( 43.7776 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:50:25 INFO | Using training file (198/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:50:25 INFO |  -> Pre-selected 78331 entries from 78331 ( 100 % )
2018-06-05 16:51:23 INFO |  -> Selected 18437 entries ( 23.5373 % ). Overall 791996 ( 43.9998 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:51:23 INFO | Using training file (199/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:51:23 INFO |  -> Pre-selected 82128 entries from 82128 ( 100 % )
2018-06-05 16:52:24 INFO |  -> Selected 18229 entries ( 22.1958 % ). Overall 795996 ( 44.222 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:52:24 INFO | Using training file (200/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:52:24 INFO |  -> Pre-selected 19834 entries from 19834 ( 100 % )
2018-06-05 16:52:41 INFO |  -> Selected 16090 entries ( 81.1233 % ). Overall 799996 ( 44.4442 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:52:41 INFO | Using training file (201/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:52:42 INFO |  -> Pre-selected 68093 entries from 68093 ( 100 % )
2018-06-05 16:53:30 INFO |  -> Selected 18067 entries ( 26.5328 % ). Overall 803997 ( 44.6665 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:53:30 INFO | Using training file (202/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:53:30 INFO |  -> Pre-selected 73372 entries from 73372 ( 100 % )
2018-06-05 16:54:34 INFO |  -> Selected 18210 entries ( 24.8187 % ). Overall 807997 ( 44.8887 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:54:34 INFO | Using training file (203/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:54:34 INFO |  -> Pre-selected 80996 entries from 80996 ( 100 % )
2018-06-05 16:55:35 INFO |  -> Selected 17538 entries ( 21.6529 % ). Overall 811997 ( 45.1109 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:55:35 INFO | Using training file (204/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:55:36 INFO |  -> Pre-selected 78394 entries from 78394 ( 100 % )
2018-06-05 16:56:37 INFO |  -> Selected 17608 entries ( 22.4609 % ). Overall 815997 ( 45.3332 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:56:37 INFO | Using training file (205/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:56:38 INFO |  -> Pre-selected 79418 entries from 79418 ( 100 % )
2018-06-05 16:57:41 INFO |  -> Selected 17872 entries ( 22.5037 % ). Overall 819996 ( 45.5553 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:57:41 INFO | Using training file (206/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:57:42 INFO |  -> Pre-selected 77923 entries from 77923 ( 100 % )
2018-06-05 16:58:36 INFO |  -> Selected 17376 entries ( 22.2989 % ). Overall 823996 ( 45.7776 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:58:36 INFO | Using training file (207/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:58:36 INFO |  -> Pre-selected 76358 entries from 76358 ( 100 % )
2018-06-05 16:59:37 INFO |  -> Selected 18197 entries ( 23.8312 % ). Overall 827996 ( 45.9998 % ) of required 1800000 non-ghost training entries.
2018-06-05 16:59:37 INFO | Using training file (208/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 16:59:38 INFO |  -> Pre-selected 74735 entries from 74735 ( 100 % )
2018-06-05 17:00:42 INFO |  -> Selected 17488 entries ( 23.4 % ). Overall 831996 ( 46.222 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:00:42 INFO | Using training file (209/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:00:42 INFO |  -> Pre-selected 75930 entries from 75930 ( 100 % )
2018-06-05 17:01:47 INFO |  -> Selected 17887 entries ( 23.5572 % ). Overall 835996 ( 46.4442 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:01:47 INFO | Using training file (210/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:01:47 INFO |  -> Pre-selected 61590 entries from 61590 ( 100 % )
2018-06-05 17:02:37 INFO |  -> Selected 16320 entries ( 26.4978 % ). Overall 839996 ( 46.6664 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:02:37 INFO | Using training file (211/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:02:37 INFO |  -> Pre-selected 19728 entries from 19728 ( 100 % )
2018-06-05 17:02:54 INFO |  -> Selected 16589 entries ( 84.0886 % ). Overall 843996 ( 46.8887 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:02:54 INFO | Using training file (212/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:02:54 INFO |  -> Pre-selected 74769 entries from 74769 ( 100 % )
2018-06-05 17:03:56 INFO |  -> Selected 18370 entries ( 24.569 % ). Overall 847996 ( 47.1109 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:03:56 INFO | Using training file (213/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:03:56 INFO |  -> Pre-selected 80150 entries from 80150 ( 100 % )
2018-06-05 17:04:54 INFO |  -> Selected 18085 entries ( 22.5639 % ). Overall 851996 ( 47.3331 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:04:54 INFO | Using training file (214/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:04:55 INFO |  -> Pre-selected 59493 entries from 59493 ( 100 % )
2018-06-05 17:05:44 INFO |  -> Selected 17126 entries ( 28.7866 % ). Overall 855997 ( 47.5554 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:05:44 INFO | Using training file (215/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:05:45 INFO |  -> Pre-selected 79484 entries from 79484 ( 100 % )
2018-06-05 17:06:48 INFO |  -> Selected 18134 entries ( 22.8147 % ). Overall 859997 ( 47.7776 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:06:48 INFO | Using training file (216/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:06:49 INFO |  -> Pre-selected 82228 entries from 82228 ( 100 % )
2018-06-05 17:07:53 INFO |  -> Selected 17692 entries ( 21.5158 % ). Overall 863997 ( 47.9998 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:07:53 INFO | Using training file (217/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-05 17:07:53 INFO |  -> Pre-selected 81278 entries from 81278 ( 100 % )
2018-06-05 17:08:50 INFO |  -> Selected 18430 entries ( 22.6753 % ). Overall 867860 ( 48.2144 % ) of required 1800000 non-ghost training entries.
2018-06-05 17:08:50 INFO | Considered 15961638 tracks for input to MVA training
2018-06-05 17:08:50 INFO |   Sel. Eff. = 24.1638%
2018-06-05 17:08:50 INFO | Selected 2700000/372048 tracks for input to MVA training/testing
2018-06-05 17:08:50 INFO |   Ghost percentage = 67.857%
2018-06-05 17:08:50 INFO |   Electron percentage = 0.156296%
2018-06-05 17:08:50 INFO |   Muon percentage = 1.38541%
2018-06-05 17:08:50 INFO |   Pion percentage = 23.8451%
2018-06-05 17:08:50 INFO |   Kaon percentage = 1.02948%
2018-06-05 17:08:50 INFO |   Proton percentage = 5.72648%
2018-06-05 17:08:50 INFO | Skipped 2 contributions below 0.01%
                         : Add Tree TrainAssignTree_Signal of type Signal with 643817 events
                         : Add Tree TestAssignTree_Signal of type Signal with 275875 events
                         : Add Tree TrainAssignTree_Background of type Background with 2056183 events
                         : Add Tree TestAssignTree_Background of type Background with 881061 events
                         : Dataset[GlobalPID_DataSet] : Class index : 0  name : Signal
                         : Dataset[GlobalPID_DataSet] : Class index : 1  name : Background
2018-06-05 17:08:50 INFO | Input layer has 42 nodes, hidden layer1 has 49 nodes, hidden layer2 has 65 nodes.
2018-06-05 17:08:50 INFO | TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=49,65:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE'
<HEADER> Factory                  : Booking method: Pion_Downstream_TMVA
                         : 
<VERBOSE>                          : Parsing option string: 
<VERBOSE>                          : ... "H:V:EpochMonitoring:HiddenLayers=49,65:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE"
<VERBOSE>                          : The following options are set:
<VERBOSE>                          : - By User:
<VERBOSE>                          :     <none>
<VERBOSE>                          : - Default:
<VERBOSE>                          :     Boost_num: "0" [Number of times the classifier will be boosted]
<VERBOSE>                          : Parsing option string: 
<VERBOSE>                          : ... "H:V:EpochMonitoring:HiddenLayers=49,65:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE"
<VERBOSE>                          : The following options are set:
<VERBOSE>                          : - By User:
<VERBOSE>                          :     NCycles: "750" [Number of training cycles]
<VERBOSE>                          :     HiddenLayers: "49,65" [Specification of hidden layer architecture]
<VERBOSE>                          :     NeuronType: "sigmoid" [Neuron activation function type]
<VERBOSE>                          :     EstimatorType: "CE" [MSE (Mean Square Estimator) for Gaussian Likelihood or CE(Cross-Entropy) for Bernoulli Likelihood]
<VERBOSE>                          :     V: "True" [Verbose output (short form of "VerbosityLevel" below - overrides the latter one)]
<VERBOSE>                          :     VarTransform: "Norm" [List of variable transformations performed before training, e.g., "D_Background,P_Signal,G,N_AllClasses" for: "Decorrelation, PCA-transformation, Gaussianisation, Normalisation, each for the given class of events ('AllClasses' denotes all events of all classes, if no class indication is given, 'All' is assumed)"]
<VERBOSE>                          :     H: "True" [Print method-specific help message]
<VERBOSE>                          :     TrainingMethod: "BP" [Train with Back-Propagation (BP), BFGS Algorithm (BFGS), or Genetic Algorithm (GA - slower and worse)]
<VERBOSE>                          :     EpochMonitoring: "True" [Provide epoch-wise monitoring plots according to TestRate (caution: causes big ROOT output file!)]
<VERBOSE>                          :     ConvergenceImprove: "1.000000e-16" [Minimum improvement which counts as improvement (<0 means automatic convergence check is turned off)]
<VERBOSE>                          :     ConvergenceTests: "15" [Number of steps (without improvement) required for convergence (<0 means automatic convergence check is turned off)]
<VERBOSE>                          :     UseRegulator: "False" [Use regulator to avoid over-training]
<VERBOSE>                          : - Default:
<VERBOSE>                          :     RandomSeed: "1" [Random seed for initial synapse weights (0 means unique seed for each run; default value '1')]
<VERBOSE>                          :     NeuronInputType: "sum" [Neuron input function type]
<VERBOSE>                          :     VerbosityLevel: "Default" [Verbosity level]
<VERBOSE>                          :     CreateMVAPdfs: "False" [Create PDFs for classifier outputs (signal and background)]
<VERBOSE>                          :     IgnoreNegWeightsInTraining: "False" [Events with negative weights are ignored in the training (but are included for testing and performance evaluation)]
<VERBOSE>                          :     LearningRate: "2.000000e-02" [ANN learning rate parameter]
<VERBOSE>                          :     DecayRate: "1.000000e-02" [Decay rate for learning parameter]
<VERBOSE>                          :     TestRate: "10" [Test for overtraining performed at each #th epochs]
<VERBOSE>                          :     Sampling: "1.000000e+00" [Only 'Sampling' (randomly selected) events are trained each epoch]
<VERBOSE>                          :     SamplingEpoch: "1.000000e+00" [Sampling is used for the first 'SamplingEpoch' epochs, afterwards, all events are taken for training]
<VERBOSE>                          :     SamplingImportance: "1.000000e+00" [ The sampling weights of events in epochs which successful (worse estimator than before) are multiplied with SamplingImportance, else they are divided.]
<VERBOSE>                          :     SamplingTraining: "True" [The training sample is sampled]
<VERBOSE>                          :     SamplingTesting: "False" [The testing sample is sampled]
<VERBOSE>                          :     ResetStep: "50" [How often BFGS should reset history]
<VERBOSE>                          :     Tau: "3.000000e+00" [LineSearch "size step"]
<VERBOSE>                          :     BPMode: "sequential" [Back-propagation learning mode: sequential or batch]
<VERBOSE>                          :     BatchSize: "-1" [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events]
<VERBOSE>                          :     UpdateLimit: "10000" [Maximum times of regulator update]
<VERBOSE>                          :     CalculateErrors: "False" [Calculates inverse Hessian matrix at the end of the training to be able to calculate the uncertainties of an MVA value]
<VERBOSE>                          :     WeightRange: "1.000000e+00" [Take the events for the estimator calculations from small deviations from the desired value to large deviations only over the weight range]
<HEADER> Pion_Downstream_TMVA     : [GlobalPID_DataSet] : Create Transformation "Norm" with events from all classes.
                         : 
<HEADER>                          : Transformation, Variable selection : 
                         : Input : variable 'TrackP' <---> Output : variable 'TrackP'
                         : Input : variable 'TrackPt' <---> Output : variable 'TrackPt'
                         : Input : variable 'TrackChi2PerDof' <---> Output : variable 'TrackChi2PerDof'
                         : Input : variable 'TrackNumDof' <---> Output : variable 'TrackNumDof'
                         : Input : variable 'TrackGhostProbability' <---> Output : variable 'TrackGhostProbability'
                         : Input : variable 'TrackFitTChi2' <---> Output : variable 'TrackFitTChi2'
                         : Input : variable 'TrackFitTNDoF' <---> Output : variable 'TrackFitTNDoF'
                         : Input : variable 'RichUsedR1Gas' <---> Output : variable 'RichUsedR1Gas'
                         : Input : variable 'RichUsedR2Gas' <---> Output : variable 'RichUsedR2Gas'
                         : Input : variable 'RichAbovePiThres' <---> Output : variable 'RichAbovePiThres'
                         : Input : variable 'RichAboveKaThres' <---> Output : variable 'RichAboveKaThres'
                         : Input : variable 'RichDLLe' <---> Output : variable 'RichDLLe'
                         : Input : variable 'RichDLLmu' <---> Output : variable 'RichDLLmu'
                         : Input : variable 'RichDLLk' <---> Output : variable 'RichDLLk'
                         : Input : variable 'RichDLLp' <---> Output : variable 'RichDLLp'
                         : Input : variable 'RichDLLd' <---> Output : variable 'RichDLLd'
                         : Input : variable 'RichDLLbt' <---> Output : variable 'RichDLLbt'
                         : Input : variable 'MuonMVA1' <---> Output : variable 'MuonMVA1'
                         : Input : variable 'MuonBkgLL' <---> Output : variable 'MuonBkgLL'
                         : Input : variable 'MuonMuLL' <---> Output : variable 'MuonMuLL'
                         : Input : variable 'MuonIsMuon' <---> Output : variable 'MuonIsMuon'
                         : Input : variable 'MuonNShared' <---> Output : variable 'MuonNShared'
                         : Input : variable 'InAccMuon' <---> Output : variable 'InAccMuon'
                         : Input : variable 'MuonIsLooseMuon' <---> Output : variable 'MuonIsLooseMuon'
                         : Input : variable 'InAccEcal' <---> Output : variable 'InAccEcal'
                         : Input : variable 'EcalPIDe' <---> Output : variable 'EcalPIDe'
                         : Input : variable 'EcalPIDmu' <---> Output : variable 'EcalPIDmu'
                         : Input : variable 'InAccHcal' <---> Output : variable 'InAccHcal'
                         : Input : variable 'HcalPIDe' <---> Output : variable 'HcalPIDe'
                         : Input : variable 'HcalPIDmu' <---> Output : variable 'HcalPIDmu'
                         : Input : variable 'CaloEoverP' <---> Output : variable 'CaloEoverP'
                         : Input : variable 'CaloChargedEcal' <---> Output : variable 'CaloChargedEcal'
                         : Input : variable 'CaloClusChi2' <---> Output : variable 'CaloClusChi2'
                         : Input : variable 'CaloEcalChi2' <---> Output : variable 'CaloEcalChi2'
                         : Input : variable 'CaloEcalE' <---> Output : variable 'CaloEcalE'
                         : Input : variable 'CaloHcalE' <---> Output : variable 'CaloHcalE'
                         : Input : variable 'CaloElectronMatch' <---> Output : variable 'CaloElectronMatch'
                         : Input : variable 'CaloTrMatch' <---> Output : variable 'CaloTrMatch'
                         : Input : variable 'CaloTrajectoryL' <---> Output : variable 'CaloTrajectoryL'
                         : Input : variable 'CombDLLe' <---> Output : variable 'CombDLLe'
                         : Input : variable 'CombDLLmu' <---> Output : variable 'CombDLLmu'
<HEADER> Pion_Downstream_TMVA     : Building Network. 
                         : Initializing weights
2018-06-05 17:08:50 INFO | Starting Training...
<HEADER> Factory                  : Train all methods
<VERBOSE>                          : Parsing option string: 
<VERBOSE>                          : ... "V:nTrain_Signal=0:nTrain_Background=0:SplitMode=Random:NormMode=NumEvents"
<VERBOSE>                          : The following options are set:
<VERBOSE>                          : - By User:
<VERBOSE>                          :     SplitMode: "Random" [Method of picking training and testing events (default: random)]
<VERBOSE>                          :     NormMode: "NumEvents" [Overall renormalisation of  event-by-event weights used in the training (NumEvents: average weight of 1 per event, independently for signal and background; EqualNumEvents: average weight of 1 per event for signal, and sum of weights for background equal to sum of weights for signal)]
<VERBOSE>                          :     nTrain_Signal: "0" [Number of training events of class Signal (default: 0 = all)]
<VERBOSE>                          :     nTrain_Background: "0" [Number of training events of class Background (default: 0 = all)]
<VERBOSE>                          :     V: "True" [Verbosity (default: true)]
<VERBOSE>                          : - Default:
<VERBOSE>                          :     MixMode: "SameAsSplitMode" [Method of mixing events of different classes into one dataset (default: SameAsSplitMode)]
<VERBOSE>                          :     SplitSeed: "100" [Seed for random event shuffling]
<VERBOSE>                          :     ScaleWithPreselEff: "False" [Scale the number of requested events by the eff. of the preselection cuts (or not)]
<VERBOSE>                          :     nTest_Signal: "0" [Number of test events of class Signal (default: 0 = all)]
<VERBOSE>                          :     TrainTestSplit_Signal: "0.000000e+00" [Number of test events of class Signal (default: 0 = all)]
<VERBOSE>                          :     nTest_Background: "0" [Number of test events of class Background (default: 0 = all)]
<VERBOSE>                          :     TrainTestSplit_Background: "0.000000e+00" [Number of test events of class Background (default: 0 = all)]
<VERBOSE>                          :     VerboseLevel: "Info" [VerboseLevel (Debug/Verbose/Info)]
<VERBOSE>                          :     Correlations: "True" [Boolean to show correlation output (Default: true)]
<HEADER> DataSetFactory           : [GlobalPID_DataSet] : Number of events in input trees
                         : 
                         : 
                         : Number of training and testing events
                         : ---------------------------------------------------------------------------
                         : Signal     -- training events            : 643817
                         : Signal     -- testing events             : 275875
                         : Signal     -- training and testing events: 919692
                         : Background -- training events            : 2056183
                         : Background -- testing events             : 881061
                         : Background -- training and testing events: 2937244
                         : 
<HEADER> DataSetInfo              : Correlation matrix (Signal):
                         : ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                         :                         TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt MuonMVA1 MuonBkgLL MuonMuLL MuonIsMuon MuonNShared InAccMuon MuonIsLooseMuon InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu CaloEoverP CaloChargedEcal CaloClusChi2 CaloEcalChi2 CaloEcalE CaloHcalE CaloElectronMatch CaloTrMatch CaloTrajectoryL CombDLLe CombDLLmu
                         :                TrackP:  +1.000  +0.571          -0.024      -0.020                +0.237        -0.032        +0.006        -0.265        +0.573           +0.299           +0.668   +0.104    +0.097   +0.083   +0.085   +0.086    +0.085   -0.003    +0.025   +0.025     -0.003      -0.025    +0.274          +0.025    +0.065   +0.064    +0.065    +0.112   +0.112    +0.112     +0.062          +0.446       +0.065       +0.298    +0.339    +0.448            +0.298      +0.065          +0.012   +0.050    +0.052
                         :               TrackPt:  +0.571  +1.000          -0.057      +0.017                -0.137        -0.042        +0.023        +0.163        +0.312           +0.277           +0.479   +0.171    +0.176   +0.168   +0.172   +0.174    +0.174   -0.006    -0.020   -0.020     -0.006      -0.042    +0.208          -0.020    +0.113   +0.113    +0.113    +0.130   +0.130    +0.130     +0.110          +0.267       +0.113       +0.306    +0.255    +0.237            +0.306      +0.113          +0.005   +0.075    +0.073
                         :       TrackChi2PerDof:  -0.024  -0.057          +1.000      -0.082                +0.442        +0.652        -0.070        -0.004        -0.032           -0.094           -0.032   +0.010    +0.010   +0.011   +0.010   +0.010    +0.010   -0.009    -0.014   -0.014     -0.009      +0.001    -0.105          -0.014    -0.099   -0.099    -0.099    -0.096   -0.096    -0.096     -0.099          -0.027       -0.100       -0.077    -0.038    -0.008            -0.077      -0.100          -0.022   -0.014    -0.012
                         :           TrackNumDof:  -0.020  +0.017          -0.082      +1.000                -0.422        +0.221        +0.909        +0.027        -0.007           +0.142           -0.012   -0.026    -0.028   -0.028   -0.027   -0.027    -0.027   +0.001    +0.003   +0.003     +0.001      -0.009    +0.119          +0.003    +0.145   +0.145    +0.145    +0.121   +0.121    +0.121     +0.144          +0.017       +0.145       +0.089    +0.043    -0.009            +0.089      +0.145          +0.029   +0.010    +0.006
                         : TrackGhostProbability:  +0.237  -0.137          +0.442      -0.422                +1.000        +0.002        -0.318        -0.327        +0.253           +0.036           +0.179   -0.095    -0.106   -0.113   -0.114   -0.114    -0.114   +0.024    +0.062   +0.062     +0.024      +0.066    +0.090          +0.062    +0.010   +0.010    +0.010    +0.048   +0.048    +0.048     +0.010          +0.186       +0.008       +0.047    +0.120    +0.202            +0.047      +0.008          +0.015   -0.048    -0.045
                         :         TrackFitTChi2:  -0.032  -0.042          +0.652      +0.221                +0.002        +1.000        +0.243        +0.009        -0.035           -0.038           -0.033   -0.003    -0.004   -0.003   -0.004   -0.004    -0.004   -0.005    -0.008   -0.008     -0.005      +0.004    -0.061          -0.008    -0.042   -0.042    -0.042    -0.053   -0.053    -0.053     -0.042          -0.018       -0.042       -0.042    -0.020    -0.010            -0.042      -0.042          -0.011   -0.015    -0.015
                         :         TrackFitTNDoF:  +0.006  +0.023          -0.070      +0.909                -0.318        +0.243        +1.000        -0.000        +0.014           +0.158           +0.006   -0.033    -0.036   -0.036   -0.036   -0.035    -0.035   +0.002    +0.007   +0.007     +0.002      -0.008    +0.142          +0.007    +0.163   +0.163    +0.163    +0.139   +0.139    +0.139     +0.162          +0.037       +0.163       +0.105    +0.059    +0.010            +0.105      +0.163          +0.033   +0.011    +0.006
                         :         RichUsedR1Gas:  -0.265  +0.163          -0.004      +0.027                -0.327        +0.009        -0.000        +1.000        -0.254           +0.136           -0.063   +0.523    +0.529   +0.527   +0.526   +0.526    +0.526   -0.005    -0.034   -0.034     -0.005      -0.010    -0.131          -0.034    -0.043   -0.043    -0.043    -0.081   -0.081    -0.081     -0.043          -0.176       -0.042       -0.064    -0.112    -0.207            -0.064      -0.042          -0.017   +0.214    +0.212
                         :         RichUsedR2Gas:  +0.573  +0.312          -0.032      -0.007                +0.253        -0.035        +0.014        -0.254        +1.000           +0.388           +0.646   +0.178    +0.177   +0.166   +0.168   +0.168    +0.168   +0.084    +0.135   +0.135     +0.084      +0.051    +0.401          +0.135    +0.235   +0.234    +0.235    +0.309   +0.309    +0.309     +0.234          +0.396       +0.236       +0.364    +0.293    +0.385            +0.364      +0.236          +0.067   +0.067    +0.065
                         :      RichAbovePiThres:  +0.299  +0.277          -0.094      +0.142                +0.036        -0.038        +0.158        +0.136        +0.388           +1.000           +0.279   +0.442    +0.431   +0.430   +0.430   +0.431    +0.430   +0.077    +0.127   +0.127     +0.077      +0.074    +0.504          +0.127    +0.369   +0.368    +0.368    +0.409   +0.409    +0.409     +0.368          +0.252       +0.369       +0.322    +0.231    +0.216            +0.322      +0.369          +0.085   +0.176    +0.162
                         :      RichAboveKaThres:  +0.668  +0.479          -0.032      -0.012                +0.179        -0.033        +0.006        -0.063        +0.646           +0.279           +1.000   +0.129    +0.127   +0.108   +0.111   +0.111    +0.111   -0.012    +0.011   +0.011     -0.012      -0.044    +0.261          +0.011    +0.101   +0.100    +0.101    +0.148   +0.148    +0.148     +0.100          +0.377       +0.101       +0.303    +0.281    +0.372            +0.303      +0.101          +0.023   +0.047    +0.049
                         :              RichDLLe:  +0.104  +0.171          +0.010      -0.026                -0.095        -0.003        -0.033        +0.523        +0.178           +0.442           +0.129   +1.000    +0.999   +0.998   +0.998   +0.998    +0.998   +0.004    -0.008   -0.008     +0.004      -0.014    +0.025          -0.008    -0.008   -0.008    -0.008    +0.009   +0.009    +0.009     -0.008          +0.045       -0.007       +0.037    +0.026    +0.063            +0.037      -0.007          -0.004   +0.403    +0.400
                         :             RichDLLmu:  +0.097  +0.176          +0.010      -0.028                -0.106        -0.004        -0.036        +0.529        +0.177           +0.431           +0.127   +0.999    +1.000   +0.999   +0.999   +0.999    +0.999   +0.004    -0.010   -0.010     +0.004      -0.016    +0.020          -0.010    -0.009   -0.010    -0.009    +0.006   +0.006    +0.006     -0.010          +0.040       -0.009       +0.035    +0.022    +0.058            +0.035      -0.009          -0.005   +0.402    +0.401
                         :              RichDLLk:  +0.083  +0.168          +0.011      -0.028                -0.113        -0.003        -0.036        +0.527        +0.166           +0.430           +0.108   +0.998    +0.999   +1.000   +1.000   +1.000    +1.000   +0.005    -0.009   -0.009     +0.005      -0.016    +0.016          -0.009    -0.012   -0.012    -0.011    +0.004   +0.004    +0.004     -0.012          +0.031       -0.011       +0.028    +0.015    +0.050            +0.028      -0.011          -0.005   +0.402    +0.400
                         :              RichDLLp:  +0.085  +0.172          +0.010      -0.027                -0.114        -0.004        -0.036        +0.526        +0.168           +0.430           +0.111   +0.998    +0.999   +1.000   +1.000   +1.000    +1.000   +0.005    -0.010   -0.010     +0.005      -0.016    +0.017          -0.010    -0.011   -0.011    -0.011    +0.004   +0.004    +0.004     -0.011          +0.032       -0.010       +0.029    +0.015    +0.051            +0.029      -0.010          -0.005   +0.402    +0.400
                         :              RichDLLd:  +0.086  +0.174          +0.010      -0.027                -0.114        -0.004        -0.035        +0.526        +0.168           +0.431           +0.111   +0.998    +0.999   +1.000   +1.000   +1.000    +1.000   +0.005    -0.010   -0.010     +0.005      -0.016    +0.017          -0.010    -0.011   -0.011    -0.011    +0.004   +0.004    +0.004     -0.012          +0.032       -0.011       +0.030    +0.015    +0.051            +0.030      -0.011          -0.005   +0.402    +0.400
                         :             RichDLLbt:  +0.085  +0.174          +0.010      -0.027                -0.114        -0.004        -0.035        +0.526        +0.168           +0.430           +0.111   +0.998    +0.999   +1.000   +1.000   +1.000    +1.000   +0.005    -0.010   -0.010     +0.005      -0.016    +0.017          -0.010    -0.011   -0.011    -0.011    +0.004   +0.004    +0.004     -0.012          +0.031       -0.010       +0.030    +0.015    +0.051            +0.030      -0.010          -0.005   +0.402    +0.400
                         :              MuonMVA1:  -0.003  -0.006          -0.009      +0.001                +0.024        -0.005        +0.002        -0.005        +0.084           +0.077           -0.012   +0.004    +0.004   +0.005   +0.005   +0.005    +0.005   +1.000    +0.567   +0.567     +1.000      +0.338    +0.107          +0.567    +0.052   +0.052    +0.052    +0.067   +0.067    +0.068     +0.052          +0.038       +0.052       +0.035    +0.016    +0.057            +0.035      +0.052          +0.023   +0.017    +0.019
                         :             MuonBkgLL:  +0.025  -0.020          -0.014      +0.003                +0.062        -0.008        +0.007        -0.034        +0.135           +0.127           +0.011   -0.008    -0.010   -0.009   -0.010   -0.010    -0.010   +0.567    +1.000   +1.000     +0.567      +0.634    +0.188          +1.000    +0.101   +0.101    +0.101    +0.129   +0.129    +0.129     +0.101          +0.080       +0.102       +0.066    +0.047    +0.092            +0.066      +0.102          +0.035   +0.030    +0.032
                         :              MuonMuLL:  +0.025  -0.020          -0.014      +0.003                +0.062        -0.008        +0.007        -0.034        +0.135           +0.127           +0.011   -0.008    -0.010   -0.009   -0.010   -0.010    -0.010   +0.567    +1.000   +1.000     +0.567      +0.633    +0.188          +1.000    +0.101   +0.101    +0.101    +0.129   +0.129    +0.129     +0.101          +0.080       +0.102       +0.066    +0.047    +0.092            +0.066      +0.102          +0.035   +0.030    +0.033
                         :            MuonIsMuon:  -0.003  -0.006          -0.009      +0.001                +0.024        -0.005        +0.002        -0.005        +0.084           +0.077           -0.012   +0.004    +0.004   +0.005   +0.005   +0.005    +0.005   +1.000    +0.567   +0.567     +1.000      +0.338    +0.107          +0.567    +0.052   +0.052    +0.052    +0.067   +0.067    +0.068     +0.052          +0.038       +0.052       +0.035    +0.016    +0.057            +0.035      +0.052          +0.023   +0.017    +0.019
                         :           MuonNShared:  -0.025  -0.042          +0.001      -0.009                +0.066        +0.004        -0.008        -0.010        +0.051           +0.074           -0.044   -0.014    -0.016   -0.016   -0.016   -0.016    -0.016   +0.338    +0.634   +0.633     +0.338      +1.000    +0.119          +0.633    +0.073   +0.073    +0.073    +0.095   +0.095    +0.095     +0.073          +0.051       +0.073       +0.033    +0.037    +0.069            +0.033      +0.073          +0.025   +0.020    +0.020
                         :             InAccMuon:  +0.274  +0.208          -0.105      +0.119                +0.090        -0.061        +0.142        -0.131        +0.401           +0.504           +0.261   +0.025    +0.020   +0.016   +0.017   +0.017    +0.017   +0.107    +0.188   +0.188     +0.107      +0.119    +1.000          +0.188    +0.729   +0.729    +0.729    +0.879   +0.879    +0.879     +0.728          +0.371       +0.729       +0.540    +0.363    +0.305            +0.540      +0.729          +0.169   +0.164    +0.154
                         :       MuonIsLooseMuon:  +0.025  -0.020          -0.014      +0.003                +0.062        -0.008        +0.007        -0.034        +0.135           +0.127           +0.011   -0.008    -0.010   -0.009   -0.010   -0.010    -0.010   +0.567    +1.000   +1.000     +0.567      +0.633    +0.188          +1.000    +0.101   +0.101    +0.101    +0.129   +0.129    +0.129     +0.101          +0.080       +0.102       +0.066    +0.047    +0.092            +0.066      +0.102          +0.035   +0.030    +0.033
                         :             InAccEcal:  +0.065  +0.113          -0.099      +0.145                +0.010        -0.042        +0.163        -0.043        +0.235           +0.369           +0.101   -0.008    -0.009   -0.012   -0.011   -0.011    -0.011   +0.052    +0.101   +0.101     +0.052      +0.073    +0.729          +0.101    +1.000   +1.000    +1.000    +0.793   +0.793    +0.793     +0.999          +0.398       +0.999       +0.660    +0.419    +0.228            +0.660      +0.999          +0.214   +0.193    +0.180
                         :              EcalPIDe:  +0.064  +0.113          -0.099      +0.145                +0.010        -0.042        +0.163        -0.043        +0.234           +0.368           +0.100   -0.008    -0.010   -0.012   -0.011   -0.011    -0.011   +0.052    +0.101   +0.101     +0.052      +0.073    +0.729          +0.101    +1.000   +1.000    +1.000    +0.793   +0.793    +0.793     +0.999          +0.398       +0.999       +0.658    +0.420    +0.227            +0.658      +0.999          +0.214   +0.193    +0.180
                         :             EcalPIDmu:  +0.065  +0.113          -0.099      +0.145                +0.010        -0.042        +0.163        -0.043        +0.235           +0.368           +0.101   -0.008    -0.009   -0.011   -0.011   -0.011    -0.011   +0.052    +0.101   +0.101     +0.052      +0.073    +0.729          +0.101    +1.000   +1.000    +1.000    +0.793   +0.793    +0.793     +0.999          +0.396       +0.999       +0.661    +0.417    +0.228            +0.661      +0.999          +0.214   +0.193    +0.180
                         :             InAccHcal:  +0.112  +0.130          -0.096      +0.121                +0.048        -0.053        +0.139        -0.081        +0.309           +0.409           +0.148   +0.009    +0.006   +0.004   +0.004   +0.004    +0.004   +0.067    +0.129   +0.129     +0.067      +0.095    +0.879          +0.129    +0.793   +0.793    +0.793    +1.000   +1.000    +1.000     +0.792          +0.347       +0.794       +0.561    +0.357    +0.332            +0.561      +0.794          +0.181   +0.155    +0.144
                         :              HcalPIDe:  +0.112  +0.130          -0.096      +0.121                +0.048        -0.053        +0.139        -0.081        +0.309           +0.409           +0.148   +0.009    +0.006   +0.004   +0.004   +0.004    +0.004   +0.067    +0.129   +0.129     +0.067      +0.095    +0.879          +0.129    +0.793   +0.793    +0.793    +1.000   +1.000    +1.000     +0.792          +0.347       +0.794       +0.561    +0.357    +0.331            +0.561      +0.794          +0.181   +0.155    +0.144
                         :             HcalPIDmu:  +0.112  +0.130          -0.096      +0.121                +0.048        -0.053        +0.139        -0.081        +0.309           +0.409           +0.148   +0.009    +0.006   +0.004   +0.004   +0.004    +0.004   +0.068    +0.129   +0.129     +0.068      +0.095    +0.879          +0.129    +0.793   +0.793    +0.793    +1.000   +1.000    +1.000     +0.792          +0.346       +0.794       +0.561    +0.357    +0.331            +0.561      +0.794          +0.181   +0.155    +0.144
                         :            CaloEoverP:  +0.062  +0.110          -0.099      +0.144                +0.010        -0.042        +0.162        -0.043        +0.234           +0.368           +0.100   -0.008    -0.010   -0.012   -0.011   -0.012    -0.012   +0.052    +0.101   +0.101     +0.052      +0.073    +0.728          +0.101    +0.999   +0.999    +0.999    +0.792   +0.792    +0.792     +1.000          +0.399       +0.998       +0.661    +0.420    +0.226            +0.661      +0.998          +0.214   +0.192    +0.180
                         :       CaloChargedEcal:  +0.446  +0.267          -0.027      +0.017                +0.186        -0.018        +0.037        -0.176        +0.396           +0.252           +0.377   +0.045    +0.040   +0.031   +0.032   +0.032    +0.031   +0.038    +0.080   +0.080     +0.038      +0.051    +0.371          +0.080    +0.398   +0.398    +0.396    +0.347   +0.347    +0.346     +0.399          +1.000       +0.393       +0.307    +0.762    +0.367            +0.307      +0.393          +0.067   +0.079    +0.069
                         :          CaloClusChi2:  +0.065  +0.113          -0.100      +0.145                +0.008        -0.042        +0.163        -0.042        +0.236           +0.369           +0.101   -0.007    -0.009   -0.011   -0.010   -0.011    -0.010   +0.052    +0.102   +0.102     +0.052      +0.073    +0.729          +0.102    +0.999   +0.999    +0.999    +0.794   +0.794    +0.794     +0.998          +0.393       +1.000       +0.671    +0.412    +0.229            +0.671      +1.000          +0.214   +0.192    +0.180
                         :          CaloEcalChi2:  +0.298  +0.306          -0.077      +0.089                +0.047        -0.042        +0.105        -0.064        +0.364           +0.322           +0.303   +0.037    +0.035   +0.028   +0.029   +0.030    +0.030   +0.035    +0.066   +0.066     +0.035      +0.033    +0.540          +0.066    +0.660   +0.658    +0.661    +0.561   +0.561    +0.561     +0.661          +0.307       +0.671       +1.000    +0.213    +0.379            +1.000      +0.671          +0.141   +0.118    +0.122
                         :             CaloEcalE:  +0.339  +0.255          -0.038      +0.043                +0.120        -0.020        +0.059        -0.112        +0.293           +0.231           +0.281   +0.026    +0.022   +0.015   +0.015   +0.015    +0.015   +0.016    +0.047   +0.047     +0.016      +0.037    +0.363          +0.047    +0.419   +0.420    +0.417    +0.357   +0.357    +0.357     +0.420          +0.762       +0.412       +0.213    +1.000    +0.237            +0.213      +0.412          +0.082   +0.086    +0.069
                         :             CaloHcalE:  +0.448  +0.237          -0.008      -0.009                +0.202        -0.010        +0.010        -0.207        +0.385           +0.216           +0.372   +0.063    +0.058   +0.050   +0.051   +0.051    +0.051   +0.057    +0.092   +0.092     +0.057      +0.069    +0.305          +0.092    +0.228   +0.227    +0.228    +0.332   +0.331    +0.331     +0.226          +0.367       +0.229       +0.379    +0.237    +1.000            +0.379      +0.229          +0.050   +0.047    +0.051
                         :     CaloElectronMatch:  +0.298  +0.306          -0.077      +0.089                +0.047        -0.042        +0.105        -0.064        +0.364           +0.322           +0.303   +0.037    +0.035   +0.028   +0.029   +0.030    +0.030   +0.035    +0.066   +0.066     +0.035      +0.033    +0.540          +0.066    +0.660   +0.658    +0.661    +0.561   +0.561    +0.561     +0.661          +0.307       +0.671       +1.000    +0.213    +0.379            +1.000      +0.671          +0.141   +0.118    +0.122
                         :           CaloTrMatch:  +0.065  +0.113          -0.100      +0.145                +0.008        -0.042        +0.163        -0.042        +0.236           +0.369           +0.101   -0.007    -0.009   -0.011   -0.010   -0.011    -0.010   +0.052    +0.102   +0.102     +0.052      +0.073    +0.729          +0.102    +0.999   +0.999    +0.999    +0.794   +0.794    +0.794     +0.998          +0.393       +1.000       +0.671    +0.412    +0.229            +0.671      +1.000          +0.214   +0.192    +0.180
                         :       CaloTrajectoryL:  +0.012  +0.005          -0.022      +0.029                +0.015        -0.011        +0.033        -0.017        +0.067           +0.085           +0.023   -0.004    -0.005   -0.005   -0.005   -0.005    -0.005   +0.023    +0.035   +0.035     +0.023      +0.025    +0.169          +0.035    +0.214   +0.214    +0.214    +0.181   +0.181    +0.181     +0.214          +0.067       +0.214       +0.141    +0.082    +0.050            +0.141      +0.214          +1.000   +0.041    +0.039
                         :              CombDLLe:  +0.050  +0.075          -0.014      +0.010                -0.048        -0.015        +0.011        +0.214        +0.067           +0.176           +0.047   +0.403    +0.402   +0.402   +0.402   +0.402    +0.402   +0.017    +0.030   +0.030     +0.017      +0.020    +0.164          +0.030    +0.193   +0.193    +0.193    +0.155   +0.155    +0.155     +0.192          +0.079       +0.192       +0.118    +0.086    +0.047            +0.118      +0.192          +0.041   +1.000    +0.999
                         :             CombDLLmu:  +0.052  +0.073          -0.012      +0.006                -0.045        -0.015        +0.006        +0.212        +0.065           +0.162           +0.049   +0.400    +0.401   +0.400   +0.400   +0.400    +0.400   +0.019    +0.032   +0.033     +0.019      +0.020    +0.154          +0.033    +0.180   +0.180    +0.180    +0.144   +0.144    +0.144     +0.180          +0.069       +0.180       +0.122    +0.069    +0.051            +0.122      +0.180          +0.039   +0.999    +1.000
                         : ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
<HEADER> DataSetInfo              : Correlation matrix (Background):
                         : ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                         :                         TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt MuonMVA1 MuonBkgLL MuonMuLL MuonIsMuon MuonNShared InAccMuon MuonIsLooseMuon InAccEcal EcalPIDe EcalPIDmu InAccHcal HcalPIDe HcalPIDmu CaloEoverP CaloChargedEcal CaloClusChi2 CaloEcalChi2 CaloEcalE CaloHcalE CaloElectronMatch CaloTrMatch CaloTrajectoryL CombDLLe CombDLLmu
                         :                TrackP:  +1.000  +0.800          -0.009      -0.097                +0.043        -0.016        -0.090        -0.068        +0.363           +0.225           +0.460   +0.125    +0.124   +0.125   +0.126   +0.126    +0.125   +0.002    +0.019   +0.019     +0.002      -0.015    +0.156          +0.019    +0.007   +0.006    +0.007    +0.038   +0.038    +0.038     +0.006          +0.201       +0.007       +0.179    +0.127    +0.209            +0.179      +0.007          +0.003   +0.077    +0.077
                         :               TrackPt:  +0.800  +1.000          -0.045      -0.142                -0.139        -0.030        -0.143        +0.165        +0.338           +0.286           +0.506   +0.211    +0.212   +0.217   +0.219   +0.219    +0.219   +0.032    +0.028   +0.028     +0.032      +0.006    +0.179          +0.028    +0.059   +0.059    +0.060    +0.080   +0.080    +0.079     +0.058          +0.147       +0.061       +0.295    +0.064    +0.169            +0.295      +0.061          +0.017   +0.111    +0.112
                         :       TrackChi2PerDof:  -0.009  -0.045          +1.000      -0.215                +0.491        +0.296        -0.192        +0.048        -0.020           -0.023           -0.035   +0.042    +0.042   +0.041   +0.041   +0.041    +0.041   -0.004    +0.007   +0.007     -0.004      +0.033    -0.050          +0.007    -0.056   -0.056    -0.056    -0.050   -0.050    -0.050     -0.056          -0.034       -0.056       -0.048    -0.059    +0.000            -0.048      -0.056          -0.009   +0.007    +0.008
                         :           TrackNumDof:  -0.097  -0.142          -0.215      +1.000                -0.502        +0.281        +0.929        -0.139        -0.159           -0.066           -0.130   -0.169    -0.170   -0.171   -0.171   -0.171    -0.171   -0.050    -0.088   -0.088     -0.050      -0.128    -0.031          -0.088    +0.048   +0.049    +0.047    +0.004   +0.004    +0.004     +0.048          +0.015       +0.046       -0.039    +0.117    -0.096            -0.039      +0.046          -0.012   -0.043    -0.045
                         : TrackGhostProbability:  +0.043  -0.139          +0.491      -0.502                +1.000        -0.114        -0.364        -0.082        +0.087           +0.010           -0.008   +0.018    +0.016   +0.013   +0.012   +0.012    +0.012   +0.005    +0.055   +0.055     +0.005      +0.086    +0.041          +0.055    +0.002   +0.002    +0.001    +0.026   +0.026    +0.026     +0.002          +0.087       +0.000       -0.011    +0.057    +0.086            -0.011      +0.000          +0.016   +0.035    +0.036
                         :         TrackFitTChi2:  -0.016  -0.030          +0.296      +0.281                -0.114        +1.000        +0.311        -0.025        -0.040           -0.060           -0.023   -0.042    -0.043   -0.043   -0.043   -0.043    -0.043   -0.017    -0.029   -0.029     -0.017      -0.018    -0.091          -0.029    -0.075   -0.075    -0.075    -0.085   -0.085    -0.085     -0.074          -0.021       -0.075       -0.063    -0.011    -0.022            -0.063      -0.075          -0.027   -0.058    -0.058
                         :         TrackFitTNDoF:  -0.090  -0.143          -0.192      +0.929                -0.364        +0.311        +1.000        -0.133        -0.151           -0.058           -0.124   -0.152    -0.154   -0.155   -0.155   -0.155    -0.155   -0.051    -0.088   -0.088     -0.051      -0.131    -0.025          -0.088    +0.052   +0.052    +0.051    +0.008   +0.008    +0.008     +0.052          +0.024       +0.050       -0.040    +0.130    -0.092            -0.040      +0.050          -0.011   -0.026    -0.029
                         :         RichUsedR1Gas:  -0.068  +0.165          +0.048      -0.139                -0.082        -0.025        -0.133        +1.000        -0.122           +0.343           +0.078   +0.699    +0.700   +0.699   +0.698   +0.698    +0.698   +0.024    -0.007   -0.007     +0.024      +0.024    -0.108          -0.007    -0.082   -0.083    -0.082    -0.100   -0.100    -0.100     -0.083          -0.176       -0.080       -0.029    -0.192    -0.113            -0.029      -0.080          -0.021   +0.333    +0.335
                         :         RichUsedR2Gas:  +0.363  +0.338          -0.020      -0.159                +0.087        -0.040        -0.151        -0.122        +1.000           +0.515           +0.573   +0.350    +0.349   +0.354   +0.354   +0.354    +0.354   +0.124    +0.183   +0.183     +0.124      +0.095    +0.420          +0.183    +0.261   +0.260    +0.261    +0.332   +0.331    +0.331     +0.260          +0.399       +0.262       +0.387    +0.275    +0.397            +0.387      +0.262          +0.103   +0.165    +0.164
                         :      RichAbovePiThres:  +0.225  +0.286          -0.023      -0.066                +0.010        -0.060        -0.058        +0.343        +0.515           +1.000           +0.333   +0.640    +0.638   +0.640   +0.640   +0.640    +0.640   +0.139    +0.188   +0.188     +0.139      +0.115    +0.499          +0.188    +0.418   +0.418    +0.418    +0.431   +0.430    +0.430     +0.417          +0.298       +0.419       +0.409    +0.238    +0.275            +0.409      +0.419          +0.136   +0.303    +0.303
                         :      RichAboveKaThres:  +0.460  +0.506          -0.035      -0.130                -0.008        -0.023        -0.124        +0.078        +0.573           +0.333           +1.000   +0.214    +0.213   +0.216   +0.217   +0.217    +0.217   +0.006    +0.025   +0.025     +0.006      -0.040    +0.214          +0.025    +0.059   +0.058    +0.059    +0.099   +0.099    +0.099     +0.058          +0.282       +0.059       +0.283    +0.141    +0.321            +0.283      +0.059          +0.030   +0.100    +0.101
                         :              RichDLLe:  +0.125  +0.211          +0.042      -0.169                +0.018        -0.042        -0.152        +0.699        +0.350           +0.640           +0.214   +1.000    +1.000   +1.000   +1.000   +1.000    +1.000   +0.056    +0.049   +0.049     +0.056      +0.034    +0.089          +0.049    +0.026   +0.026    +0.027    +0.057   +0.057    +0.057     +0.026          +0.079       +0.028       +0.105    +0.011    +0.139            +0.105      +0.028          +0.017   +0.475    +0.477
                         :             RichDLLmu:  +0.124  +0.212          +0.042      -0.170                +0.016        -0.043        -0.154        +0.700        +0.349           +0.638           +0.213   +1.000    +1.000   +1.000   +1.000   +1.000    +1.000   +0.056    +0.050   +0.050     +0.056      +0.034    +0.089          +0.050    +0.027   +0.026    +0.027    +0.057   +0.057    +0.057     +0.026          +0.078       +0.028       +0.105    +0.010    +0.138            +0.105      +0.028          +0.017   +0.475    +0.477
                         :              RichDLLk:  +0.125  +0.217          +0.041      -0.171                +0.013        -0.043        -0.155        +0.699        +0.354           +0.640           +0.216   +1.000    +1.000   +1.000   +1.000   +1.000    +1.000   +0.056    +0.050   +0.050     +0.056      +0.034    +0.092          +0.050    +0.028   +0.028    +0.029    +0.059   +0.059    +0.059     +0.028          +0.078       +0.030       +0.107    +0.009    +0.139            +0.107      +0.030          +0.017   +0.475    +0.477
                         :              RichDLLp:  +0.126  +0.219          +0.041      -0.171                +0.012        -0.043        -0.155        +0.698        +0.354           +0.640           +0.217   +1.000    +1.000   +1.000   +1.000   +1.000    +1.000   +0.056    +0.050   +0.050     +0.056      +0.034    +0.092          +0.050    +0.028   +0.028    +0.029    +0.059   +0.059    +0.059     +0.028          +0.079       +0.030       +0.108    +0.009    +0.139            +0.108      +0.030          +0.017   +0.475    +0.477
                         :              RichDLLd:  +0.126  +0.219          +0.041      -0.171                +0.012        -0.043        -0.155        +0.698        +0.354           +0.640           +0.217   +1.000    +1.000   +1.000   +1.000   +1.000    +1.000   +0.056    +0.050   +0.050     +0.056      +0.034    +0.092          +0.050    +0.028   +0.028    +0.029    +0.059   +0.059    +0.059     +0.028          +0.079       +0.030       +0.108    +0.009    +0.139            +0.108      +0.030          +0.017   +0.475    +0.477
                         :             RichDLLbt:  +0.125  +0.219          +0.041      -0.171                +0.012        -0.043        -0.155        +0.698        +0.354           +0.640           +0.217   +1.000    +1.000   +1.000   +1.000   +1.000    +1.000   +0.056    +0.050   +0.050     +0.056      +0.034    +0.092          +0.050    +0.028   +0.028    +0.029    +0.059   +0.059    +0.059     +0.028          +0.079       +0.030       +0.108    +0.009    +0.139            +0.108      +0.030          +0.017   +0.475    +0.477
                         :              MuonMVA1:  +0.002  +0.032          -0.004      -0.050                +0.005        -0.017        -0.051        +0.024        +0.124           +0.139           +0.006   +0.056    +0.056   +0.056   +0.056   +0.056    +0.056   +1.000    +0.622   +0.622     +1.000      +0.318    +0.174          +0.622    +0.110   +0.110    +0.110    +0.132   +0.132    +0.132     +0.110          +0.046       +0.111       +0.109    +0.017    +0.100            +0.109      +0.111          +0.049   +0.062    +0.066
                         :             MuonBkgLL:  +0.019  +0.028          +0.007      -0.088                +0.055        -0.029        -0.088        -0.007        +0.183           +0.188           +0.025   +0.049    +0.050   +0.050   +0.050   +0.050    +0.050   +0.622    +1.000   +1.000     +0.622      +0.591    +0.280          +1.000    +0.186   +0.185    +0.186    +0.224   +0.224    +0.224     +0.186          +0.114       +0.186       +0.161    +0.080    +0.152            +0.161      +0.186          +0.081   +0.101    +0.104
                         :              MuonMuLL:  +0.019  +0.028          +0.007      -0.088                +0.055        -0.029        -0.088        -0.007        +0.183           +0.188           +0.025   +0.049    +0.050   +0.050   +0.050   +0.050    +0.050   +0.622    +1.000   +1.000     +0.622      +0.591    +0.280          +1.000    +0.186   +0.185    +0.186    +0.224   +0.224    +0.224     +0.186          +0.114       +0.187       +0.161    +0.080    +0.152            +0.161      +0.187          +0.081   +0.101    +0.104
                         :            MuonIsMuon:  +0.002  +0.032          -0.004      -0.050                +0.005        -0.017        -0.051        +0.024        +0.124           +0.139           +0.006   +0.056    +0.056   +0.056   +0.056   +0.056    +0.056   +1.000    +0.622   +0.622     +1.000      +0.318    +0.174          +0.622    +0.110   +0.110    +0.110    +0.132   +0.132    +0.132     +0.110          +0.046       +0.111       +0.109    +0.017    +0.100            +0.109      +0.111          +0.049   +0.062    +0.066
                         :           MuonNShared:  -0.015  +0.006          +0.033      -0.128                +0.086        -0.018        -0.131        +0.024        +0.095           +0.115           -0.040   +0.034    +0.034   +0.034   +0.034   +0.034    +0.034   +0.318    +0.591   +0.591     +0.318      +1.000    +0.166          +0.591    +0.105   +0.105    +0.105    +0.132   +0.132    +0.133     +0.105          +0.074       +0.105       +0.080    +0.055    +0.130            +0.080      +0.105          +0.050   +0.060    +0.061
                         :             InAccMuon:  +0.156  +0.179          -0.050      -0.031                +0.041        -0.091        -0.025        -0.108        +0.420           +0.499           +0.214   +0.089    +0.089   +0.092   +0.092   +0.092    +0.092   +0.174    +0.280   +0.280     +0.174      +0.166    +1.000          +0.280    +0.758   +0.758    +0.758    +0.911   +0.911    +0.911     +0.758          +0.431       +0.759       +0.622    +0.417    +0.335            +0.622      +0.759          +0.245   +0.363    +0.361
                         :       MuonIsLooseMuon:  +0.019  +0.028          +0.007      -0.088                +0.055        -0.029        -0.088        -0.007        +0.183           +0.188           +0.025   +0.049    +0.050   +0.050   +0.050   +0.050    +0.050   +0.622    +1.000   +1.000     +0.622      +0.591    +0.280          +1.000    +0.186   +0.185    +0.186    +0.224   +0.224    +0.224     +0.186          +0.114       +0.187       +0.161    +0.080    +0.152            +0.161      +0.187          +0.081   +0.101    +0.104
                         :             InAccEcal:  +0.007  +0.059          -0.056      +0.048                +0.002        -0.075        +0.052        -0.082        +0.261           +0.418           +0.059   +0.026    +0.027   +0.028   +0.028   +0.028    +0.028   +0.110    +0.186   +0.186     +0.110      +0.105    +0.758          +0.186    +1.000   +1.000    +1.000    +0.818   +0.818    +0.818     +1.000          +0.467       +1.000       +0.751    +0.479    +0.252            +0.751      +1.000          +0.300   +0.419    +0.415
                         :              EcalPIDe:  +0.006  +0.059          -0.056      +0.049                +0.002        -0.075        +0.052        -0.083        +0.260           +0.418           +0.058   +0.026    +0.026   +0.028   +0.028   +0.028    +0.028   +0.110    +0.185   +0.185     +0.110      +0.105    +0.758          +0.185    +1.000   +1.000    +1.000    +0.817   +0.817    +0.817     +1.000          +0.467       +1.000       +0.749    +0.479    +0.252            +0.749      +1.000          +0.300   +0.419    +0.415
                         :             EcalPIDmu:  +0.007  +0.060          -0.056      +0.047                +0.001        -0.075        +0.051        -0.082        +0.261           +0.418           +0.059   +0.027    +0.027   +0.029   +0.029   +0.029    +0.029   +0.110    +0.186   +0.186     +0.110      +0.105    +0.758          +0.186    +1.000   +1.000    +1.000    +0.818   +0.818    +0.818     +1.000          +0.466       +1.000       +0.751    +0.477    +0.252            +0.751      +1.000          +0.301   +0.419    +0.415
                         :             InAccHcal:  +0.038  +0.080          -0.050      +0.004                +0.026        -0.085        +0.008        -0.100        +0.332           +0.431           +0.099   +0.057    +0.057   +0.059   +0.059   +0.059    +0.059   +0.132    +0.224   +0.224     +0.132      +0.132    +0.911          +0.224    +0.818   +0.817    +0.818    +1.000   +1.000    +1.000     +0.817          +0.424       +0.818       +0.646    +0.427    +0.356            +0.646      +0.818          +0.259   +0.349    +0.347
                         :              HcalPIDe:  +0.038  +0.080          -0.050      +0.004                +0.026        -0.085        +0.008        -0.100        +0.331           +0.430           +0.099   +0.057    +0.057   +0.059   +0.059   +0.059    +0.059   +0.132    +0.224   +0.224     +0.132      +0.132    +0.911          +0.224    +0.818   +0.817    +0.818    +1.000   +1.000    +1.000     +0.817          +0.424       +0.818       +0.646    +0.427    +0.356            +0.646      +0.818          +0.259   +0.349    +0.347
                         :             HcalPIDmu:  +0.038  +0.079          -0.050      +0.004                +0.026        -0.085        +0.008        -0.100        +0.331           +0.430           +0.099   +0.057    +0.057   +0.059   +0.059   +0.059    +0.059   +0.132    +0.224   +0.224     +0.132      +0.133    +0.911          +0.224    +0.818   +0.817    +0.818    +1.000   +1.000    +1.000     +0.817          +0.424       +0.818       +0.646    +0.427    +0.356            +0.646      +0.818          +0.259   +0.349    +0.347
                         :            CaloEoverP:  +0.006  +0.058          -0.056      +0.048                +0.002        -0.074        +0.052        -0.083        +0.260           +0.417           +0.058   +0.026    +0.026   +0.028   +0.028   +0.028    +0.028   +0.110    +0.186   +0.186     +0.110      +0.105    +0.758          +0.186    +1.000   +1.000    +1.000    +0.817   +0.817    +0.817     +1.000          +0.468       +0.999       +0.751    +0.479    +0.252            +0.751      +0.999          +0.300   +0.419    +0.415
                         :       CaloChargedEcal:  +0.201  +0.147          -0.034      +0.015                +0.087        -0.021        +0.024        -0.176        +0.399           +0.298           +0.282   +0.079    +0.078   +0.078   +0.079   +0.079    +0.079   +0.046    +0.114   +0.114     +0.046      +0.074    +0.431          +0.114    +0.467   +0.467    +0.466    +0.424   +0.424    +0.424     +0.468          +1.000       +0.464       +0.409    +0.750    +0.380            +0.409      +0.464          +0.107   +0.195    +0.192
                         :          CaloClusChi2:  +0.007  +0.061          -0.056      +0.046                +0.000        -0.075        +0.050        -0.080        +0.262           +0.419           +0.059   +0.028    +0.028   +0.030   +0.030   +0.030    +0.030   +0.111    +0.186   +0.187     +0.111      +0.105    +0.759          +0.187    +1.000   +1.000    +1.000    +0.818   +0.818    +0.818     +0.999          +0.464       +1.000       +0.755    +0.475    +0.252            +0.755      +1.000          +0.301   +0.419    +0.415
                         :          CaloEcalChi2:  +0.179  +0.295          -0.048      -0.039                -0.011        -0.063        -0.040        -0.029        +0.387           +0.409           +0.283   +0.105    +0.105   +0.107   +0.108   +0.108    +0.108   +0.109    +0.161   +0.161     +0.109      +0.080    +0.622          +0.161    +0.751   +0.749    +0.751    +0.646   +0.646    +0.646     +0.751          +0.409       +0.755       +1.000    +0.312    +0.352            +1.000      +0.755          +0.243   +0.311    +0.313
                         :             CaloEcalE:  +0.127  +0.064          -0.059      +0.117                +0.057        -0.011        +0.130        -0.192        +0.275           +0.238           +0.141   +0.011    +0.010   +0.009   +0.009   +0.009    +0.009   +0.017    +0.080   +0.080     +0.017      +0.055    +0.417          +0.080    +0.479   +0.479    +0.477    +0.427   +0.427    +0.427     +0.479          +0.750       +0.475       +0.312    +1.000    +0.253            +0.312      +0.475          +0.130   +0.202    +0.197
                         :             CaloHcalE:  +0.209  +0.169          +0.000      -0.096                +0.086        -0.022        -0.092        -0.113        +0.397           +0.275           +0.321   +0.139    +0.138   +0.139   +0.139   +0.139    +0.139   +0.100    +0.152   +0.152     +0.100      +0.130    +0.335          +0.152    +0.252   +0.252    +0.252    +0.356   +0.356    +0.356     +0.252          +0.380       +0.252       +0.352    +0.253    +1.000            +0.352      +0.252          +0.091   +0.122    +0.123
                         :     CaloElectronMatch:  +0.179  +0.295          -0.048      -0.039                -0.011        -0.063        -0.040        -0.029        +0.387           +0.409           +0.283   +0.105    +0.105   +0.107   +0.108   +0.108    +0.108   +0.109    +0.161   +0.161     +0.109      +0.080    +0.622          +0.161    +0.751   +0.749    +0.751    +0.646   +0.646    +0.646     +0.751          +0.409       +0.755       +1.000    +0.312    +0.352            +1.000      +0.755          +0.243   +0.311    +0.313
                         :           CaloTrMatch:  +0.007  +0.061          -0.056      +0.046                +0.000        -0.075        +0.050        -0.080        +0.262           +0.419           +0.059   +0.028    +0.028   +0.030   +0.030   +0.030    +0.030   +0.111    +0.186   +0.187     +0.111      +0.105    +0.759          +0.187    +1.000   +1.000    +1.000    +0.818   +0.818    +0.818     +0.999          +0.464       +1.000       +0.755    +0.475    +0.252            +0.755      +1.000          +0.301   +0.419    +0.415
                         :       CaloTrajectoryL:  +0.003  +0.017          -0.009      -0.012                +0.016        -0.027        -0.011        -0.021        +0.103           +0.136           +0.030   +0.017    +0.017   +0.017   +0.017   +0.017    +0.017   +0.049    +0.081   +0.081     +0.049      +0.050    +0.245          +0.081    +0.300   +0.300    +0.301    +0.259   +0.259    +0.259     +0.300          +0.107       +0.301       +0.243    +0.130    +0.091            +0.243      +0.301          +1.000   +0.125    +0.125
                         :              CombDLLe:  +0.077  +0.111          +0.007      -0.043                +0.035        -0.058        -0.026        +0.333        +0.165           +0.303           +0.100   +0.475    +0.475   +0.475   +0.475   +0.475    +0.475   +0.062    +0.101   +0.101     +0.062      +0.060    +0.363          +0.101    +0.419   +0.419    +0.419    +0.349   +0.349    +0.349     +0.419          +0.195       +0.419       +0.311    +0.202    +0.122            +0.311      +0.419          +0.125   +1.000    +1.000
                         :             CombDLLmu:  +0.077  +0.112          +0.008      -0.045                +0.036        -0.058        -0.029        +0.335        +0.164           +0.303           +0.101   +0.477    +0.477   +0.477   +0.477   +0.477    +0.477   +0.066    +0.104   +0.104     +0.066      +0.061    +0.361          +0.104    +0.415   +0.415    +0.415    +0.347   +0.347    +0.347     +0.415          +0.192       +0.415       +0.313    +0.197    +0.123            +0.313      +0.415          +0.125   +1.000    +1.000
                         : ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
<HEADER> DataSetFactory           : [GlobalPID_DataSet] :  
                         : 
<HEADER> Factory                  : [GlobalPID_DataSet] : Create Transformation "I" with events from all classes.
                         : 
<HEADER>                          : Transformation, Variable selection : 
                         : Input : variable 'TrackP' <---> Output : variable 'TrackP'
                         : Input : variable 'TrackPt' <---> Output : variable 'TrackPt'
                         : Input : variable 'TrackChi2PerDof' <---> Output : variable 'TrackChi2PerDof'
                         : Input : variable 'TrackNumDof' <---> Output : variable 'TrackNumDof'
                         : Input : variable 'TrackGhostProbability' <---> Output : variable 'TrackGhostProbability'
                         : Input : variable 'TrackFitTChi2' <---> Output : variable 'TrackFitTChi2'
                         : Input : variable 'TrackFitTNDoF' <---> Output : variable 'TrackFitTNDoF'
                         : Input : variable 'RichUsedR1Gas' <---> Output : variable 'RichUsedR1Gas'
                         : Input : variable 'RichUsedR2Gas' <---> Output : variable 'RichUsedR2Gas'
                         : Input : variable 'RichAbovePiThres' <---> Output : variable 'RichAbovePiThres'
                         : Input : variable 'RichAboveKaThres' <---> Output : variable 'RichAboveKaThres'
                         : Input : variable 'RichDLLe' <---> Output : variable 'RichDLLe'
                         : Input : variable 'RichDLLmu' <---> Output : variable 'RichDLLmu'
                         : Input : variable 'RichDLLk' <---> Output : variable 'RichDLLk'
                         : Input : variable 'RichDLLp' <---> Output : variable 'RichDLLp'
                         : Input : variable 'RichDLLd' <---> Output : variable 'RichDLLd'
                         : Input : variable 'RichDLLbt' <---> Output : variable 'RichDLLbt'
                         : Input : variable 'MuonMVA1' <---> Output : variable 'MuonMVA1'
                         : Input : variable 'MuonBkgLL' <---> Output : variable 'MuonBkgLL'
                         : Input : variable 'MuonMuLL' <---> Output : variable 'MuonMuLL'
                         : Input : variable 'MuonIsMuon' <---> Output : variable 'MuonIsMuon'
                         : Input : variable 'MuonNShared' <---> Output : variable 'MuonNShared'
                         : Input : variable 'InAccMuon' <---> Output : variable 'InAccMuon'
                         : Input : variable 'MuonIsLooseMuon' <---> Output : variable 'MuonIsLooseMuon'
                         : Input : variable 'InAccEcal' <---> Output : variable 'InAccEcal'
                         : Input : variable 'EcalPIDe' <---> Output : variable 'EcalPIDe'
                         : Input : variable 'EcalPIDmu' <---> Output : variable 'EcalPIDmu'
                         : Input : variable 'InAccHcal' <---> Output : variable 'InAccHcal'
                         : Input : variable 'HcalPIDe' <---> Output : variable 'HcalPIDe'
                         : Input : variable 'HcalPIDmu' <---> Output : variable 'HcalPIDmu'
                         : Input : variable 'CaloEoverP' <---> Output : variable 'CaloEoverP'
                         : Input : variable 'CaloChargedEcal' <---> Output : variable 'CaloChargedEcal'
                         : Input : variable 'CaloClusChi2' <---> Output : variable 'CaloClusChi2'
                         : Input : variable 'CaloEcalChi2' <---> Output : variable 'CaloEcalChi2'
                         : Input : variable 'CaloEcalE' <---> Output : variable 'CaloEcalE'
                         : Input : variable 'CaloHcalE' <---> Output : variable 'CaloHcalE'
                         : Input : variable 'CaloElectronMatch' <---> Output : variable 'CaloElectronMatch'
                         : Input : variable 'CaloTrMatch' <---> Output : variable 'CaloTrMatch'
                         : Input : variable 'CaloTrajectoryL' <---> Output : variable 'CaloTrajectoryL'
                         : Input : variable 'CombDLLe' <---> Output : variable 'CombDLLe'
                         : Input : variable 'CombDLLmu' <---> Output : variable 'CombDLLmu'
<HEADER> TFHandler_Factory        :              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:                 7890.7                 15251.   [                 1261.8             4.3689e+06 ]
                         :               TrackPt:                 372.71                 521.54   [                0.18520                 84172. ]
                         :       TrackChi2PerDof:                 1.6278                0.68393   [               0.014021                 3.0000 ]
                         :           TrackNumDof:                 9.4060                 1.5198   [                 4.0000                 15.000 ]
                         : TrackGhostProbability:                0.66754                0.37241   [             0.00065172                0.99999 ]
                         :         TrackFitTChi2:                 6.6552                 4.0102   [             0.00049811                 31.945 ]
                         :         TrackFitTNDoF:                 5.6844                 1.2971   [                 2.0000                 7.0000 ]
                         :         RichUsedR1Gas:                0.70725                0.45502   [                 0.0000                 1.0000 ]
                         :         RichUsedR2Gas:                0.34178                0.47431   [                 0.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.66130                0.47327   [                 0.0000                 1.0000 ]
                         :      RichAboveKaThres:                0.17182                0.37722   [                 0.0000                 1.0000 ]
                         :              RichDLLe:                -167.48                 367.94   [                -999.00                 70.150 ]
                         :             RichDLLmu:                -164.84                 369.01   [                -999.00                 64.198 ]
                         :              RichDLLk:                -163.14                 369.81   [                -999.00                 103.65 ]
                         :              RichDLLp:                -162.86                 369.94   [                -999.00                 101.72 ]
                         :              RichDLLd:                -162.90                 369.93   [                -999.00                 62.151 ]
                         :             RichDLLbt:                -162.92                 369.92   [                -999.00                 62.151 ]
                         :              MuonMVA1:                -939.95                 235.54   [                -999.00                0.26648 ]
                         :             MuonBkgLL:                -856.20                 349.39   [                -999.00               0.017700 ]
                         :              MuonMuLL:                -856.05                 349.76   [                -999.00                 0.0000 ]
                         :            MuonIsMuon:               0.059125                0.23586   [                 0.0000                 1.0000 ]
                         :           MuonNShared:                 1.0849                 4.4936   [                 0.0000                 191.00 ]
                         :             InAccMuon:                0.71656                0.45067   [                 0.0000                 1.0000 ]
                         :       MuonIsLooseMuon:                0.14314                0.35022   [                 0.0000                 1.0000 ]
                         :             InAccEcal:                0.76989                0.42090   [                 0.0000                 1.0000 ]
                         :              EcalPIDe:                -229.05                 420.94   [                -999.00                 6.1037 ]
                         :             EcalPIDmu:                -230.81                 419.98   [                -999.00                 2.6452 ]
                         :             InAccHcal:                0.69932                0.45855   [                 0.0000                 1.0000 ]
                         :              HcalPIDe:                -300.93                 457.73   [                -999.00                 3.6231 ]
                         :             HcalPIDmu:                -300.69                 457.89   [                -999.00                 2.6102 ]
                         :            CaloEoverP:                -229.28                 421.03   [                -999.00                 26.712 ]
                         :       CaloChargedEcal:                 4654.2                 6880.8   [                -999.00             7.7823e+05 ]
                         :          CaloClusChi2:                -226.68                 422.35   [                -999.00                 936.28 ]
                         :          CaloEcalChi2:                 66.660                 799.18   [                -999.00                 9999.7 ]
                         :             CaloEcalE:                 2223.3                 3818.5   [                -999.00             6.2629e+05 ]
                         :             CaloHcalE:                 3558.2                 8512.2   [                -999.00             7.9317e+05 ]
                         :     CaloElectronMatch:                 66.660                 799.18   [                -999.00                 9999.7 ]
                         :           CaloTrMatch:                -226.68                 422.35   [                -999.00                 936.28 ]
                         :       CaloTrajectoryL:                -66.303                 1851.1   [            -2.2305e+05             4.0039e+05 ]
                         :              CombDLLe:                -43.205                 202.32   [                -999.00                 10.998 ]
                         :             CombDLLmu:                -44.954                 201.97   [                -999.00                 14.726 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : 
                         : <PlotVariables> Will not produce scatter plots ==> 
                         : |  The number of 41 input variables and 0 target values would require 820 two-dimensional
                         : |  histograms, which would occupy the computer's memory. Note that this
                         : |  suppression does not have any consequences for your analysis, other
                         : |  than not disposing of these scatter plots. You can modify the maximum
                         : |  number of input variables allowed to generate scatter plots in your
                         : |  script via the command line:
                         : |  "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = <some int>;"
                         : 
                         : Some more output
                         : Ranking input variables (method unspecific)...
<HEADER> IdTransformation         : Ranking result (top variable is best ranked)
                         : ----------------------------------------------
                         : Rank : Variable              : Separation
                         : ----------------------------------------------
                         :    1 : TrackGhostProbability : 4.246e-01
                         :    2 : TrackChi2PerDof       : 1.757e-01
                         :    3 : RichDLLe              : 1.701e-01
                         :    4 : TrackNumDof           : 1.576e-01
                         :    5 : TrackPt               : 1.431e-01
                         :    6 : RichDLLk              : 1.159e-01
                         :    7 : RichDLLd              : 1.153e-01
                         :    8 : RichDLLbt             : 1.153e-01
                         :    9 : RichDLLp              : 1.116e-01
                         :   10 : TrackFitTNDoF         : 8.311e-02
                         :   11 : RichDLLmu             : 7.231e-02
                         :   12 : RichUsedR1Gas         : 4.916e-02
                         :   13 : RichAbovePiThres      : 3.719e-02
                         :   14 : CaloEcalE             : 3.597e-02
                         :   15 : CombDLLmu             : 2.685e-02
                         :   16 : CaloChargedEcal       : 2.062e-02
                         :   17 : CombDLLe              : 1.739e-02
                         :   18 : TrackP                : 1.079e-02
                         :   19 : RichAboveKaThres      : 9.812e-03
                         :   20 : CaloEcalChi2          : 9.063e-03
                         :   21 : CaloElectronMatch     : 9.063e-03
                         :   22 : CaloClusChi2          : 8.568e-03
                         :   23 : CaloTrMatch           : 8.568e-03
                         :   24 : TrackFitTChi2         : 8.517e-03
                         :   25 : MuonNShared           : 8.061e-03
                         :   26 : CaloTrajectoryL       : 7.276e-03
                         :   27 : InAccMuon             : 6.682e-03
                         :   28 : EcalPIDmu             : 6.376e-03
                         :   29 : HcalPIDmu             : 6.140e-03
                         :   30 : EcalPIDe              : 6.045e-03
                         :   31 : InAccEcal             : 6.042e-03
                         :   32 : CaloEoverP            : 5.986e-03
                         :   33 : MuonMuLL              : 5.969e-03
                         :   34 : HcalPIDe              : 5.838e-03
                         :   35 : InAccHcal             : 5.821e-03
                         :   36 : MuonBkgLL             : 5.514e-03
                         :   37 : MuonMVA1              : 5.293e-03
                         :   38 : MuonIsLooseMuon       : 5.098e-03
                         :   39 : MuonIsMuon            : 4.340e-03
                         :   40 : RichUsedR2Gas         : 3.570e-03
                         :   41 : CaloHcalE             : 2.490e-03
                         : ----------------------------------------------
<HEADER> Factory                  : Train method: Pion_Downstream_TMVA for Classification
                         : 
                         : 
                         : ================================================================
                         : H e l p   f o r   M V A   m e t h o d   [ Pion_Downstream_TMVA ] :
                         : 
                         : --- Short description:
                         : 
                         : The MLP artificial neural network (ANN) is a traditional feed-
                         : forward multilayer perceptron implementation. The MLP has a user-
                         : defined hidden layer architecture, while the number of input (output)
                         : nodes is determined by the input variables (output classes, i.e., 
                         : signal and one background). 
                         : 
                         : --- Performance optimisation:
                         : 
                         : Neural networks are stable and performing for a large variety of 
                         : linear and non-linear classification problems. However, in contrast
                         : to (e.g.) boosted decision trees, the user is advised to reduce the 
                         : number of input variables that have only little discrimination power. 
                         : 
                         : In the tests we have carried out so far, the MLP and ROOT networks
                         : (TMlpANN, interfaced via TMVA) performed equally well, with however
                         : a clear speed advantage for the MLP. The Clermont-Ferrand neural 
                         : net (CFMlpANN) exhibited worse classification performance in these
                         : tests, which is partly due to the slow convergence of its training
                         : (at least 10k training cycles are required to achieve approximately
                         : competitive results).
                         : 
                         : Overtraining: only the TMlpANN performs an explicit separation of the
                         : full training sample into independent training and validation samples.
                         : We have found that in most high-energy physics applications the 
                         : available degrees of freedom (training events) are sufficient to 
                         : constrain the weights of the relatively simple architectures required
                         : to achieve good performance. Hence no overtraining should occur, and 
                         : the use of validation samples would only reduce the available training
                         : information. However, if the performance on the training sample is 
                         : found to be significantly better than the one found with the inde-
                         : pendent test sample, caution is needed. The results for these samples 
                         : are printed to standard output at the end of each training job.
                         : 
                         : --- Performance tuning via configuration options:
                         : 
                         : The hidden layer architecture for all ANNs is defined by the option
                         : "HiddenLayers=N+1,N,...", where here the first hidden layer has N+1
                         : neurons and the second N neurons (and so on), and where N is the number  
                         : of input variables. Excessive numbers of hidden layers should be avoided,
                         : in favour of more neurons in the first hidden layer.
                         : 
                         : The number of cycles should be above 500. As said, if the number of
                         : adjustable weights is small compared to the training sample size,
                         : using a large number of training samples should not lead to overtraining.
                         : 
                         : <Suppress this message by specifying "!H" in the booking option>
                         : ================================================================
                         : 
<HEADER> TFHandler_Pion_Downstr...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99696              0.0069835   [                -1.0000                 1.0000 ]
                         :               TrackPt:               -0.99115               0.012392   [                -1.0000                 1.0000 ]
                         :       TrackChi2PerDof:               0.080901                0.45810   [                -1.0000                 1.0000 ]
                         :           TrackNumDof:              -0.017094                0.27632   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:                0.33466                0.74531   [                -1.0000                 1.0000 ]
                         :         TrackFitTChi2:               -0.58336                0.25107   [                -1.0000                 1.0000 ]
                         :         TrackFitTNDoF:                0.47378                0.51882   [                -1.0000                 1.0000 ]
                         :         RichUsedR1Gas:                0.41450                0.91005   [                -1.0000                 1.0000 ]
                         :         RichUsedR2Gas:               -0.31644                0.94861   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.32260                0.94653   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.65636                0.75444   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.55548                0.68828   [                -1.0000                 1.0000 ]
                         :             RichDLLmu:                0.56915                0.69415   [                -1.0000                 1.0000 ]
                         :              RichDLLk:                0.51610                0.67077   [                -1.0000                 1.0000 ]
                         :              RichDLLp:                0.51926                0.67218   [                -1.0000                 1.0000 ]
                         :              RichDLLd:                0.57584                0.69722   [                -1.0000                 1.0000 ]
                         :             RichDLLbt:                0.57580                0.69720   [                -1.0000                 1.0000 ]
                         :              MuonMVA1:               -0.88182                0.47143   [                -1.0000                 1.0000 ]
                         :             MuonBkgLL:               -0.71411                0.69947   [                -1.0000                 1.0000 ]
                         :              MuonMuLL:               -0.71381                0.70021   [                -1.0000                 1.0000 ]
                         :            MuonIsMuon:               -0.88175                0.47172   [                -1.0000                 1.0000 ]
                         :           MuonNShared:               -0.98864               0.047053   [                -1.0000                 1.0000 ]
                         :             InAccMuon:                0.43311                0.90134   [                -1.0000                 1.0000 ]
                         :       MuonIsLooseMuon:               -0.71372                0.70043   [                -1.0000                 1.0000 ]
                         :             InAccEcal:                0.53978                0.84181   [                -1.0000                 1.0000 ]
                         :              EcalPIDe:                0.53207                0.83760   [                -1.0000                 1.0000 ]
                         :             EcalPIDmu:                0.53386                0.83857   [                -1.0000                 1.0000 ]
                         :             InAccHcal:                0.39865                0.91710   [                -1.0000                 1.0000 ]
                         :              HcalPIDe:                0.39249                0.91307   [                -1.0000                 1.0000 ]
                         :             HcalPIDmu:                0.39438                0.91431   [                -1.0000                 1.0000 ]
                         :            CaloEoverP:                0.50085                0.82095   [                -1.0000                 1.0000 ]
                         :       CaloChargedEcal:               -0.98549               0.017661   [                -1.0000                 1.0000 ]
                         :          CaloClusChi2:               -0.20185                0.43648   [                -1.0000                 1.0000 ]
                         :          CaloEcalChi2:               -0.80622                0.14532   [                -1.0000                 1.0000 ]
                         :             CaloEcalE:               -0.98973               0.012175   [                -1.0000                 1.0000 ]
                         :             CaloHcalE:               -0.98852               0.021437   [                -1.0000                 1.0000 ]
                         :     CaloElectronMatch:               -0.80622                0.14532   [                -1.0000                 1.0000 ]
                         :           CaloTrMatch:               -0.20185                0.43648   [                -1.0000                 1.0000 ]
                         :       CaloTrajectoryL:               -0.28465              0.0059384   [                -1.0000                 1.0000 ]
                         :              CombDLLe:                0.89267                0.40063   [                -1.0000                 1.0000 ]
                         :             CombDLLmu:                0.88226                0.39847   [                -1.0000                 1.0000 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : Training Network
                         : 
                         : Inaccurate progress timing for MLP... 
                         : Elapsed time for training with 2700000 events: 4.12e+05 sec         
<HEADER> Pion_Downstream_TMVA     : [GlobalPID_DataSet] : Evaluation of Pion_Downstream_TMVA on training sample (2700000 events)
                         : Elapsed time for evaluation of 2700000 events: 144 sec       
                         : Creating xml weight file: GlobalPID_DataSet/./GlobalPID_Pion_Downstream_TMVA.weights.xml
                         : Creating standalone class: GlobalPID_DataSet/./GlobalPID_Pion_Downstream_TMVA.class.C
                         : Write special histos to file: Downstream-Pion-TMVA.root:/GlobalPID_DataSet/Method_Pion_Downstream_TMVA/Pion_Downstream_TMVA
<HEADER> Factory                  : Training finished
                         : 
                         : Ranking input variables (method specific)...
<HEADER> Pion_Downstream_TMVA     : Ranking result (top variable is best ranked)
                         : ----------------------------------------------
                         : Rank : Variable              : Importance
                         : ----------------------------------------------
                         :    1 : CaloEcalE             : 1.065e+04
                         :    2 : TrackPt               : 7.550e+03
                         :    3 : RichDLLe              : 5.185e+03
                         :    4 : RichDLLk              : 2.843e+03
                         :    5 : TrackP                : 2.514e+03
                         :    6 : CombDLLmu             : 2.509e+03
                         :    7 : RichDLLmu             : 2.132e+03
                         :    8 : RichDLLp              : 2.116e+03
                         :    9 : RichAbovePiThres      : 1.927e+03
                         :   10 : InAccEcal             : 1.211e+03
                         :   11 : MuonMVA1              : 1.210e+03
                         :   12 : MuonIsMuon            : 1.096e+03
                         :   13 : EcalPIDmu             : 1.079e+03
                         :   14 : CaloEoverP            : 9.337e+02
                         :   15 : RichDLLbt             : 9.009e+02
                         :   16 : RichDLLd              : 8.993e+02
                         :   17 : TrackGhostProbability : 8.247e+02
                         :   18 : CaloChargedEcal       : 8.024e+02
                         :   19 : EcalPIDe              : 7.103e+02
                         :   20 : CombDLLe              : 6.909e+02
                         :   21 : MuonNShared           : 5.174e+02
                         :   22 : CaloHcalE             : 4.941e+02
                         :   23 : RichUsedR2Gas         : 3.216e+02
                         :   24 : MuonBkgLL             : 2.904e+02
                         :   25 : MuonMuLL              : 2.291e+02
                         :   26 : TrackFitTChi2         : 1.697e+02
                         :   27 : MuonIsLooseMuon       : 1.665e+02
                         :   28 : InAccMuon             : 1.443e+02
                         :   29 : CaloClusChi2          : 1.386e+02
                         :   30 : RichAboveKaThres      : 1.306e+02
                         :   31 : TrackFitTNDoF         : 1.299e+02
                         :   32 : RichUsedR1Gas         : 1.176e+02
                         :   33 : CaloTrMatch           : 1.126e+02
                         :   34 : CaloElectronMatch     : 1.077e+02
                         :   35 : TrackNumDof           : 8.241e+01
                         :   36 : CaloEcalChi2          : 8.105e+01
                         :   37 : HcalPIDmu             : 7.787e+01
                         :   38 : HcalPIDe              : 7.176e+01
                         :   39 : InAccHcal             : 6.980e+01
                         :   40 : TrackChi2PerDof       : 4.805e+01
                         :   41 : CaloTrajectoryL       : 1.295e+01
                         : ----------------------------------------------
<HEADER> Factory                  : === Destroy and recreate all methods via weight files for testing ===
                         : 
<HEADER> Pion_Downstream_TMVA     : Building Network. 
                         : Initializing weights
2018-06-10 12:02:30 INFO | Starting Testing...
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: Pion_Downstream_TMVA for Classification performance
                         : 
<HEADER> Pion_Downstream_TMVA     : [GlobalPID_DataSet] : Evaluation of Pion_Downstream_TMVA on testing sample (1156936 events)
                         : Elapsed time for evaluation of 1156936 events: 64.5 sec       
2018-06-10 12:03:34 INFO | Starting Evaluation...
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: Pion_Downstream_TMVA
                         : 
<HEADER> TFHandler_Pion_Downstr...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99696              0.0072393   [                -1.0000                 1.1189 ]
                         :               TrackPt:               -0.99115               0.012593   [                -1.0000                 1.6368 ]
                         :       TrackChi2PerDof:               0.080941                0.45813   [               -0.98884                 1.0000 ]
                         :           TrackNumDof:              -0.017069                0.27616   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:                0.33513                0.74517   [                -1.0001                 1.0000 ]
                         :         TrackFitTChi2:               -0.58336                0.25101   [                -1.0000                0.96233 ]
                         :         TrackFitTNDoF:                0.47359                0.51859   [                -1.0000                 1.0000 ]
                         :         RichUsedR1Gas:                0.41314                0.91067   [                -1.0000                 1.0000 ]
                         :         RichUsedR2Gas:               -0.31592                0.94879   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.32174                0.94683   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.65525                0.75541   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.55435                0.68929   [                -1.0000                0.98010 ]
                         :             RichDLLmu:                0.56803                0.69518   [                -1.0000                0.99163 ]
                         :              RichDLLk:                0.51501                0.67176   [                -1.0000                0.95825 ]
                         :              RichDLLp:                0.51816                0.67317   [                -1.0000                0.98862 ]
                         :              RichDLLd:                0.57470                0.69824   [                -1.0000                 1.0034 ]
                         :             RichDLLbt:                0.57466                0.69823   [                -1.0000                 1.0034 ]
                         :              MuonMVA1:               -0.88182                0.47143   [                -1.0000                0.99994 ]
                         :             MuonBkgLL:               -0.71405                0.69954   [                -1.0000                 1.0000 ]
                         :              MuonMuLL:               -0.71374                0.70028   [                -1.0000                 1.0000 ]
                         :            MuonIsMuon:               -0.88175                0.47172   [                -1.0000                 1.0000 ]
                         :           MuonNShared:               -0.98861               0.047175   [                -1.0000                 1.0524 ]
                         :             InAccMuon:                0.43305                0.90137   [                -1.0000                 1.0000 ]
                         :       MuonIsLooseMuon:               -0.71365                0.70050   [                -1.0000                 1.0000 ]
                         :             InAccEcal:                0.53949                0.84199   [                -1.0000                 1.0000 ]
                         :              EcalPIDe:                0.53178                0.83778   [                -1.0000                 1.0000 ]
                         :             EcalPIDmu:                0.53357                0.83876   [                -1.0000                 1.0000 ]
                         :             InAccHcal:                0.39885                0.91702   [                -1.0000                 1.0000 ]
                         :              HcalPIDe:                0.39269                0.91298   [                -1.0000                 1.0000 ]
                         :             HcalPIDmu:                0.39458                0.91422   [                -1.0000                 1.0000 ]
                         :            CaloEoverP:                0.50054                0.82115   [                -1.0000                0.99089 ]
                         :       CaloChargedEcal:               -0.98546               0.017594   [                -1.0000                0.15604 ]
                         :          CaloClusChi2:               -0.20200                0.43658   [                -1.0000                0.88472 ]
                         :          CaloEcalChi2:               -0.80623                0.14516   [                -1.0000                0.99679 ]
                         :             CaloEcalE:               -0.98973               0.012266   [                -1.0000                0.63432 ]
                         :             CaloHcalE:               -0.98851               0.021667   [                -1.0000                 1.7230 ]
                         :     CaloElectronMatch:               -0.80623                0.14516   [                -1.0000                0.99679 ]
                         :           CaloTrMatch:               -0.20200                0.43658   [                -1.0000                0.88472 ]
                         :       CaloTrajectoryL:               -0.28466              0.0063280   [                -1.0600                 1.6873 ]
                         :              CombDLLe:                0.89206                0.40198   [                -1.0000                0.99825 ]
                         :             CombDLLmu:                0.88166                0.39981   [                -1.0000                0.99943 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
<HEADER> Pion_Downstream_TMVA     : [GlobalPID_DataSet] : Loop over test events and fill histograms with classifier response...
                         : 
<HEADER> TFHandler_Pion_Downstr...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99696              0.0072393   [                -1.0000                 1.1189 ]
                         :               TrackPt:               -0.99115               0.012593   [                -1.0000                 1.6368 ]
                         :       TrackChi2PerDof:               0.080941                0.45813   [               -0.98884                 1.0000 ]
                         :           TrackNumDof:              -0.017069                0.27616   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:                0.33513                0.74517   [                -1.0001                 1.0000 ]
                         :         TrackFitTChi2:               -0.58336                0.25101   [                -1.0000                0.96233 ]
                         :         TrackFitTNDoF:                0.47359                0.51859   [                -1.0000                 1.0000 ]
                         :         RichUsedR1Gas:                0.41314                0.91067   [                -1.0000                 1.0000 ]
                         :         RichUsedR2Gas:               -0.31592                0.94879   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.32174                0.94683   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.65525                0.75541   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.55435                0.68929   [                -1.0000                0.98010 ]
                         :             RichDLLmu:                0.56803                0.69518   [                -1.0000                0.99163 ]
                         :              RichDLLk:                0.51501                0.67176   [                -1.0000                0.95825 ]
                         :              RichDLLp:                0.51816                0.67317   [                -1.0000                0.98862 ]
                         :              RichDLLd:                0.57470                0.69824   [                -1.0000                 1.0034 ]
                         :             RichDLLbt:                0.57466                0.69823   [                -1.0000                 1.0034 ]
                         :              MuonMVA1:               -0.88182                0.47143   [                -1.0000                0.99994 ]
                         :             MuonBkgLL:               -0.71405                0.69954   [                -1.0000                 1.0000 ]
                         :              MuonMuLL:               -0.71374                0.70028   [                -1.0000                 1.0000 ]
                         :            MuonIsMuon:               -0.88175                0.47172   [                -1.0000                 1.0000 ]
                         :           MuonNShared:               -0.98861               0.047175   [                -1.0000                 1.0524 ]
                         :             InAccMuon:                0.43305                0.90137   [                -1.0000                 1.0000 ]
                         :       MuonIsLooseMuon:               -0.71365                0.70050   [                -1.0000                 1.0000 ]
                         :             InAccEcal:                0.53949                0.84199   [                -1.0000                 1.0000 ]
                         :              EcalPIDe:                0.53178                0.83778   [                -1.0000                 1.0000 ]
                         :             EcalPIDmu:                0.53357                0.83876   [                -1.0000                 1.0000 ]
                         :             InAccHcal:                0.39885                0.91702   [                -1.0000                 1.0000 ]
                         :              HcalPIDe:                0.39269                0.91298   [                -1.0000                 1.0000 ]
                         :             HcalPIDmu:                0.39458                0.91422   [                -1.0000                 1.0000 ]
                         :            CaloEoverP:                0.50054                0.82115   [                -1.0000                0.99089 ]
                         :       CaloChargedEcal:               -0.98546               0.017594   [                -1.0000                0.15604 ]
                         :          CaloClusChi2:               -0.20200                0.43658   [                -1.0000                0.88472 ]
                         :          CaloEcalChi2:               -0.80623                0.14516   [                -1.0000                0.99679 ]
                         :             CaloEcalE:               -0.98973               0.012266   [                -1.0000                0.63432 ]
                         :             CaloHcalE:               -0.98851               0.021667   [                -1.0000                 1.7230 ]
                         :     CaloElectronMatch:               -0.80623                0.14516   [                -1.0000                0.99679 ]
                         :           CaloTrMatch:               -0.20200                0.43658   [                -1.0000                0.88472 ]
                         :       CaloTrajectoryL:               -0.28466              0.0063280   [                -1.0600                 1.6873 ]
                         :              CombDLLe:                0.89206                0.40198   [                -1.0000                0.99825 ]
                         :             CombDLLmu:                0.88166                0.39981   [                -1.0000                0.99943 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : 
                         : <PlotVariables> Will not produce scatter plots ==> 
                         : |  The number of 41 input variables and 0 target values would require 820 two-dimensional
                         : |  histograms, which would occupy the computer's memory. Note that this
                         : |  suppression does not have any consequences for your analysis, other
                         : |  than not disposing of these scatter plots. You can modify the maximum
                         : |  number of input variables allowed to generate scatter plots in your
                         : |  script via the command line:
                         : |  "(TMVA::gConfig().GetVariablePlotting()).fMaxNumOfAllowedVariablesForScatterPlots = <some int>;"
                         : 
                         : Some more output
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : GlobalPID_DataSet Pion_Downstream_TMVA: 0.947
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : Testing efficiency compared to training efficiency (overtraining check)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet              MVA              Signal efficiency: from test sample (from training sample) 
                         : Name:                Method:          @B=0.01             @B=0.10            @B=0.30   
                         : -------------------------------------------------------------------------------------------------------------------
                         : GlobalPID_DataSet    Pion_Downstream_TMVA: 0.451 (0.453)       0.850 (0.850)      0.962 (0.962)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
<HEADER> Dataset:GlobalPID_DataSet: Created tree 'TestTree' with 1156936 events
                         : 
<HEADER> Dataset:GlobalPID_DataSet: Created tree 'TrainTree' with 2700000 events
                         : 
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
2018-06-10 12:08:13 INFO | ... Complete :)
2018-06-10 12:08:13 INFO | Finished...
‘GlobalPID_DataSet/GlobalPID_Pion_Downstream_TMVA.class.C’ -> ‘./GlobalPID_Pion_Downstream_TMVA.class.C’
‘GlobalPID_DataSet/GlobalPID_Pion_Downstream_TMVA.weights.xml’ -> ‘./GlobalPID_Pion_Downstream_TMVA.weights.xml’
removed directory: ‘GlobalPID_DataSet’
removed ‘Downstream-Pion-TMVA.root’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloChargedEcal_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloChargedEcal_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloClusChi2_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloClusChi2_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloEcalChi2_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloEcalChi2_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloEcalE_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloEcalE_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloElectronMatch_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloElectronMatch_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloEoverP_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloEoverP_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloHcalE_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloHcalE_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloTrMatch_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloTrMatch_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloTrajectoryL_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CaloTrajectoryL_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CombDLLe_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CombDLLe_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CombDLLmu_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-CombDLLmu_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-EcalPIDe_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-EcalPIDe_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-EcalPIDmu_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-EcalPIDmu_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-HcalPIDe_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-HcalPIDe_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-HcalPIDmu_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-HcalPIDmu_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-InAccEcal_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-InAccEcal_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-InAccHcal_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-InAccHcal_Logy.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-InAccMuon_Liny.png’
removed ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Inputs/Downstream_Pion-InAccMuon_Logy.png’
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removed directory: ‘png/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/MVAVInputs’
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removed ‘pdf/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Downstream_Pion-IDEff_V_Electron-MisIDEff.pdf’
removed ‘pdf/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Downstream_Pion-IDEff_V_Ghost-MisIDEff.pdf’
removed ‘pdf/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Downstream_Pion-IDEff_V_Kaon-MisIDEff.pdf’
removed ‘pdf/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Downstream_Pion-IDEff_V_Muon-MisIDEff.pdf’
removed ‘pdf/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/Downstream_Pion-IDEff_V_Proton-MisIDEff.pdf’
removed directory: ‘pdf/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel’
removed directory: ‘pdf/UpgradeSim09cUp02RecoUp01-Mixture’
removed directory: ‘pdf’
removed ‘text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVPurity-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt’
removed ‘text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVElectronMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt’
removed ‘text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVGhostMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt’
removed ‘text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVKaonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt’
removed ‘text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVMuonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt’
removed ‘text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVProtonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt’
removed directory: ‘text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel’
removed directory: ‘text/UpgradeSim09cUp02RecoUp01-Mixture’
removed directory: ‘text’
2018-06-10 12:08:21 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache'
2018-06-10 12:08:21 INFO | Network Config file      = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac1.0/PrAccF1.0/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.2/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Pion/Downstream/GlobalPID_Pion_Downstream_ANN.txt
2018-06-10 12:08:21 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac1.0/PrAccF1.0/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.2/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Pion/Downstream/train-config.txt
2018-06-10 12:08:21 INFO | Particle type    = Pion
2018-06-10 12:08:21 INFO | Background types = All
2018-06-10 12:08:21 INFO | Training Mix     = NaturalMix
2018-06-10 12:08:21 INFO | Track type       = Downstream
2018-06-10 12:08:21 INFO | Track PresSel    = NoTrackPreSelection.txt
2018-06-10 12:08:21 INFO | Network type     = TMVA
2018-06-10 12:08:21 INFO | Ghost treatment  = Ghosts Ghosts
2018-06-10 12:08:21 INFO | MC Track sel.    = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt
2018-06-10 12:08:21 INFO | Reweighting      = NoReweight
2018-06-10 12:08:21 INFO | Output file      = GlobalPID_Pion_Downstream_TMVA.weights.xml
2018-06-10 12:08:21 INFO | Skipping input #TrackCloneDist
2018-06-10 12:08:21 INFO | Skipping input #new
2018-06-10 12:08:21 INFO | Creating selection from 'NoTrackPreSelection.txt'
2018-06-10 12:08:21 INFO |  -> # very very loose. Essentially no cuts
2018-06-10 12:08:21 INFO |   -> TrackP                > 0
2018-06-10 12:08:21 INFO |   -> TrackPt               > 0
2018-06-10 12:08:21 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-06-10 12:08:21 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-06-10 12:08:21 INFO | Training sample size (excluding ghosts) = 1800000
2018-06-10 12:08:21 INFO | Evaluation sample size                  = 10000000
2018-06-10 12:08:21 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac1.0/PrAccF1.0/KaAccF1.0/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.2/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Pion/Downstream/MVA.txt
2018-06-10 12:08:21 INFO |  -> NBTASK = CLA
2018-06-10 12:08:21 INFO |  -> NBMOM = 0.0
2018-06-10 12:08:21 INFO |  -> NBREG = ALL
2018-06-10 12:08:21 INFO |  -> TMVAVALIDATIONFRAC = 0.3
2018-06-10 12:08:21 INFO |  -> TMVATESTFRAC = 0.3
2018-06-10 12:08:21 INFO |  -> MaxTrainSizeFactor = 1.5
2018-06-10 12:08:21 INFO |  -> HiddenLayer1ScaleFactor = 1.2
2018-06-10 12:08:21 INFO |  -> HiddenLayer2ScaleFactor = 1.6
2018-06-10 12:08:21 INFO |  -> GhostAcceptFraction = 1.0
2018-06-10 12:08:21 INFO |  -> PionAcceptFraction = 1.0
2018-06-10 12:08:21 INFO |  -> KaonAcceptFraction = 1.0
2018-06-10 12:08:21 INFO |  -> ProtonAcceptFraction = 1.0
2018-06-10 12:08:21 INFO |  -> ReuseTrainingFiles = 0
2018-06-10 12:08:21 INFO |  -> TrainingYear = UpgradeSim09cUp02RecoUp01
2018-06-10 12:08:21 INFO |  -> TMVAMETHOD = MLP
2018-06-10 12:08:21 INFO |  -> TMVAUSEREGULATOR = false
2018-06-10 12:08:21 INFO |  -> TMVAMLPNCYCLES = 750
2018-06-10 12:08:21 INFO |  -> TMVAVARTRANSFORM = Norm
2018-06-10 12:08:21 INFO |  -> TMVAMLPNEURONTYPE = sigmoid
2018-06-10 12:08:21 INFO |  -> TMVAMLPMETHOD = BP
2018-06-10 12:08:21 INFO |  -> TMVAMLPESTIMATORTYPE = CE
2018-06-10 12:08:21 INFO |  -> TMVAMLPCONVIMPROVE = 1e-16
2018-06-10 12:08:21 INFO |  -> TMVAMLPCONVTEST = 15
2018-06-10 12:08:21 INFO |  -> TMVABDTBOOSTTYPE = AdaBoost
2018-06-10 12:08:21 INFO |  -> TMVABDTNTREES = 800
2018-06-10 12:08:21 INFO |  -> TMVABDTPRUNEMETHOD = CostComplexity
2018-06-10 12:08:21 INFO |  -> TMVABDTMAXTREEDEPTH = 3
2018-06-10 12:08:21 INFO |  -> TMVADNNERRSTRAT = CROSSENTROPY
2018-06-10 12:08:21 INFO |  -> TMVADNNTRAINCONFA = UNDEFINED
2018-06-10 12:08:21 INFO |  -> TMVADNNTRAINCONFB = 
2018-06-10 12:08:21 INFO |  -> TMVADNNTRAINCONFC = 
2018-06-10 12:08:21 INFO |  -> TMVADNNLAYOUT = UNDEFINED
2018-06-10 12:08:21 INFO |  -> TMVADNNWEIGHTINIT = XAVIERUNIFORM
2018-06-10 12:08:21 INFO |  -> TMVADNNARCH = STANDARD
2018-06-10 12:08:21 INFO | Reading Parameters file = Eval.txt
2018-06-10 12:08:21 INFO |  -> EVALMODE = EvalWithPreSel
2018-06-10 12:08:21 INFO |  -> EVALDATA = Mixture
2018-06-10 12:08:21 INFO |  -> EVALYEAR = UpgradeSim09cUp02RecoUp01
2018-06-10 12:08:21 INFO | Hidden Layer 1 scale = 1.2
2018-06-10 12:08:21 INFO | Hidden Layer 2 scale = 1.6
2018-06-10 12:08:21 INFO | Ghost Accept Fraction = 1
2018-06-10 12:08:21 INFO | Proton Accept Fraction = 1
2018-06-10 12:08:21 INFO | Kaon Accept Fraction = 1
2018-06-10 12:08:21 INFO | Pion Accept Fraction = 1
2018-06-10 12:08:21 INFO | Max Training sample size (with ghosts) = 2700000
2018-06-10 12:08:21 INFO | Training data year   = UpgradeSim09cUp02RecoUp01
2018-06-10 12:08:21 INFO | Evaluation data year = UpgradeSim09cUp02RecoUp01
2018-06-10 12:08:21 INFO | Input Data file = TrainingFiles-Mixture.txt
2018-06-10 12:08:21 INFO | Using 3913 data files
2018-06-10 12:08:21 INFO | Training Datafile Selection hash = 9e53b2f5fadc17db
2018-06-10 12:08:21 INFO | Target selected entries per file = 4000
2018-06-10 12:08:21 INFO | Using training file (1/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:08:22 INFO |  -> Pre-selected 78858 entries from 78858 ( 100 % )
2018-06-10 12:08:28 INFO |  -> Selected 17736 entries ( 22.4911 % ). Overall 4000 ( 0.222222 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:08:28 INFO | Using training file (2/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:08:28 INFO |  -> Pre-selected 79086 entries from 79086 ( 100 % )
2018-06-10 12:08:34 INFO |  -> Selected 18017 entries ( 22.7815 % ). Overall 8000 ( 0.444444 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:08:34 INFO | Using training file (3/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:08:35 INFO |  -> Pre-selected 78946 entries from 78946 ( 100 % )
2018-06-10 12:08:40 INFO |  -> Selected 18544 entries ( 23.4895 % ). Overall 12000 ( 0.666667 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:08:40 INFO | Using training file (4/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:08:40 INFO |  -> Pre-selected 41093 entries from 41093 ( 100 % )
2018-06-10 12:08:44 INFO |  -> Selected 17948 entries ( 43.6765 % ). Overall 16000 ( 0.888889 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:08:44 INFO | Using training file (5/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:08:44 INFO |  -> Pre-selected 76453 entries from 76453 ( 100 % )
2018-06-10 12:08:50 INFO |  -> Selected 18001 entries ( 23.5452 % ). Overall 20000 ( 1.11111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:08:50 INFO | Using training file (6/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:08:50 INFO |  -> Pre-selected 81787 entries from 81787 ( 100 % )
2018-06-10 12:08:56 INFO |  -> Selected 17317 entries ( 21.1733 % ). Overall 24000 ( 1.33333 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:08:56 INFO | Using training file (7/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:08:56 INFO |  -> Pre-selected 75999 entries from 75999 ( 100 % )
2018-06-10 12:09:02 INFO |  -> Selected 17239 entries ( 22.6832 % ). Overall 28000 ( 1.55556 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:02 INFO | Using training file (8/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:02 INFO |  -> Pre-selected 78525 entries from 78525 ( 100 % )
2018-06-10 12:09:08 INFO |  -> Selected 17942 entries ( 22.8488 % ). Overall 32000 ( 1.77778 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:08 INFO | Using training file (9/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000058.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:08 INFO |  -> Pre-selected 78000 entries from 78000 ( 100 % )
2018-06-10 12:09:14 INFO |  -> Selected 17294 entries ( 22.1718 % ). Overall 36000 ( 2 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:14 INFO | Using training file (10/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:14 INFO |  -> Pre-selected 58361 entries from 58361 ( 100 % )
2018-06-10 12:09:19 INFO |  -> Selected 18183 entries ( 31.1561 % ). Overall 40001 ( 2.22228 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:19 INFO | Using training file (11/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:19 INFO |  -> Pre-selected 79365 entries from 79365 ( 100 % )
2018-06-10 12:09:25 INFO |  -> Selected 18012 entries ( 22.6951 % ). Overall 44001 ( 2.4445 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:25 INFO | Using training file (12/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:25 INFO |  -> Pre-selected 19365 entries from 19365 ( 100 % )
2018-06-10 12:09:27 INFO |  -> Selected 16264 entries ( 83.9866 % ). Overall 48001 ( 2.66672 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:27 INFO | Using training file (13/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:27 INFO |  -> Pre-selected 72600 entries from 72600 ( 100 % )
2018-06-10 12:09:33 INFO |  -> Selected 17170 entries ( 23.6501 % ). Overall 52002 ( 2.889 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:33 INFO | Using training file (14/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:33 INFO |  -> Pre-selected 82221 entries from 82221 ( 100 % )
2018-06-10 12:09:39 INFO |  -> Selected 18869 entries ( 22.9491 % ). Overall 56002 ( 3.11122 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:39 INFO | Using training file (15/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:39 INFO |  -> Pre-selected 79990 entries from 79990 ( 100 % )
2018-06-10 12:09:45 INFO |  -> Selected 18416 entries ( 23.0229 % ). Overall 60002 ( 3.33344 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:45 INFO | Using training file (16/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:45 INFO |  -> Pre-selected 76271 entries from 76271 ( 100 % )
2018-06-10 12:09:51 INFO |  -> Selected 17388 entries ( 22.7977 % ). Overall 64002 ( 3.55567 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:51 INFO | Using training file (17/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:51 INFO |  -> Pre-selected 80843 entries from 80843 ( 100 % )
2018-06-10 12:09:57 INFO |  -> Selected 17742 entries ( 21.9462 % ). Overall 68002 ( 3.77789 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:09:57 INFO | Using training file (18/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:09:57 INFO |  -> Pre-selected 82639 entries from 82639 ( 100 % )
2018-06-10 12:10:04 INFO |  -> Selected 17875 entries ( 21.6302 % ). Overall 72002 ( 4.00011 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:04 INFO | Using training file (19/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:04 INFO |  -> Pre-selected 77392 entries from 77392 ( 100 % )
2018-06-10 12:10:09 INFO |  -> Selected 17913 entries ( 23.1458 % ). Overall 76002 ( 4.22233 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:09 INFO | Using training file (20/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:10 INFO |  -> Pre-selected 74302 entries from 74302 ( 100 % )
2018-06-10 12:10:15 INFO |  -> Selected 17323 entries ( 23.3143 % ). Overall 80002 ( 4.44456 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:15 INFO | Using training file (21/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:15 INFO |  -> Pre-selected 81183 entries from 81183 ( 100 % )
2018-06-10 12:10:21 INFO |  -> Selected 18149 entries ( 22.3557 % ). Overall 84002 ( 4.66678 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:21 INFO | Using training file (22/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:21 INFO |  -> Pre-selected 83884 entries from 83884 ( 100 % )
2018-06-10 12:10:28 INFO |  -> Selected 17814 entries ( 21.2365 % ). Overall 88001 ( 4.88894 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:28 INFO | Using training file (23/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:28 INFO |  -> Pre-selected 78324 entries from 78324 ( 100 % )
2018-06-10 12:10:34 INFO |  -> Selected 18295 entries ( 23.3581 % ). Overall 92001 ( 5.11117 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:34 INFO | Using training file (24/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:34 INFO |  -> Pre-selected 80448 entries from 80448 ( 100 % )
2018-06-10 12:10:40 INFO |  -> Selected 17065 entries ( 21.2125 % ). Overall 96001 ( 5.33339 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:40 INFO | Using training file (25/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:40 INFO |  -> Pre-selected 79967 entries from 79967 ( 100 % )
2018-06-10 12:10:46 INFO |  -> Selected 17354 entries ( 21.7015 % ). Overall 100001 ( 5.55561 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:46 INFO | Using training file (26/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:46 INFO |  -> Pre-selected 79464 entries from 79464 ( 100 % )
2018-06-10 12:10:52 INFO |  -> Selected 17938 entries ( 22.5737 % ). Overall 104001 ( 5.77783 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:52 INFO | Using training file (27/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:52 INFO |  -> Pre-selected 84386 entries from 84386 ( 100 % )
2018-06-10 12:10:58 INFO |  -> Selected 17487 entries ( 20.7226 % ). Overall 108001 ( 6.00006 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:10:58 INFO | Using training file (28/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:10:59 INFO |  -> Pre-selected 74361 entries from 74361 ( 100 % )
2018-06-10 12:11:04 INFO |  -> Selected 17354 entries ( 23.3375 % ). Overall 112001 ( 6.22228 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:04 INFO | Using training file (29/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:05 INFO |  -> Pre-selected 79236 entries from 79236 ( 100 % )
2018-06-10 12:11:11 INFO |  -> Selected 17869 entries ( 22.5516 % ). Overall 116001 ( 6.4445 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:11 INFO | Using training file (30/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:11 INFO |  -> Pre-selected 75736 entries from 75736 ( 100 % )
2018-06-10 12:11:17 INFO |  -> Selected 18015 entries ( 23.7866 % ). Overall 120000 ( 6.66667 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:17 INFO | Using training file (31/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:17 INFO |  -> Pre-selected 61639 entries from 61639 ( 100 % )
2018-06-10 12:11:21 INFO |  -> Selected 18303 entries ( 29.6939 % ). Overall 124000 ( 6.88889 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:21 INFO | Using training file (32/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:22 INFO |  -> Pre-selected 84135 entries from 84135 ( 100 % )
2018-06-10 12:11:28 INFO |  -> Selected 18101 entries ( 21.5142 % ). Overall 128000 ( 7.11111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:28 INFO | Using training file (33/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:28 INFO |  -> Pre-selected 60210 entries from 60210 ( 100 % )
2018-06-10 12:11:33 INFO |  -> Selected 17843 entries ( 29.6346 % ). Overall 132000 ( 7.33333 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:33 INFO | Using training file (34/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:33 INFO |  -> Pre-selected 77372 entries from 77372 ( 100 % )
2018-06-10 12:11:39 INFO |  -> Selected 17952 entries ( 23.2022 % ). Overall 136000 ( 7.55556 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:39 INFO | Using training file (35/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:39 INFO |  -> Pre-selected 75874 entries from 75874 ( 100 % )
2018-06-10 12:11:45 INFO |  -> Selected 18022 entries ( 23.7525 % ). Overall 140000 ( 7.77778 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:45 INFO | Using training file (36/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:45 INFO |  -> Pre-selected 81072 entries from 81072 ( 100 % )
2018-06-10 12:11:51 INFO |  -> Selected 17509 entries ( 21.5969 % ). Overall 144000 ( 8 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:51 INFO | Using training file (37/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:51 INFO |  -> Pre-selected 85903 entries from 85903 ( 100 % )
2018-06-10 12:11:58 INFO |  -> Selected 17548 entries ( 20.4277 % ). Overall 148000 ( 8.22222 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:11:58 INFO | Using training file (38/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:11:58 INFO |  -> Pre-selected 64224 entries from 64224 ( 100 % )
2018-06-10 12:12:03 INFO |  -> Selected 17602 entries ( 27.4072 % ). Overall 152000 ( 8.44444 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:03 INFO | Using training file (39/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:03 INFO |  -> Pre-selected 75125 entries from 75125 ( 100 % )
2018-06-10 12:12:09 INFO |  -> Selected 17922 entries ( 23.8562 % ). Overall 156000 ( 8.66667 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:09 INFO | Using training file (40/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:09 INFO |  -> Pre-selected 78215 entries from 78215 ( 100 % )
2018-06-10 12:12:15 INFO |  -> Selected 17995 entries ( 23.0071 % ). Overall 160000 ( 8.88889 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:15 INFO | Using training file (41/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000111.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:15 INFO |  -> Pre-selected 82462 entries from 82462 ( 100 % )
2018-06-10 12:12:21 INFO |  -> Selected 17951 entries ( 21.7688 % ). Overall 164000 ( 9.11111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:21 INFO | Using training file (42/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:21 INFO |  -> Pre-selected 78630 entries from 78630 ( 100 % )
2018-06-10 12:12:27 INFO |  -> Selected 18028 entries ( 22.9276 % ). Overall 168000 ( 9.33333 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:27 INFO | Using training file (43/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:28 INFO |  -> Pre-selected 80908 entries from 80908 ( 100 % )
2018-06-10 12:12:34 INFO |  -> Selected 18066 entries ( 22.3291 % ). Overall 172000 ( 9.55556 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:34 INFO | Using training file (44/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:34 INFO |  -> Pre-selected 82039 entries from 82039 ( 100 % )
2018-06-10 12:12:40 INFO |  -> Selected 17902 entries ( 21.8213 % ). Overall 176000 ( 9.77778 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:40 INFO | Using training file (45/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:40 INFO |  -> Pre-selected 74883 entries from 74883 ( 100 % )
2018-06-10 12:12:46 INFO |  -> Selected 17353 entries ( 23.1735 % ). Overall 179999 ( 9.99994 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:46 INFO | Using training file (46/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:46 INFO |  -> Pre-selected 78172 entries from 78172 ( 100 % )
2018-06-10 12:12:52 INFO |  -> Selected 17550 entries ( 22.4505 % ). Overall 183999 ( 10.2222 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:52 INFO | Using training file (47/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:52 INFO |  -> Pre-selected 37938 entries from 37938 ( 100 % )
2018-06-10 12:12:55 INFO |  -> Selected 16799 entries ( 44.2801 % ). Overall 187999 ( 10.4444 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:12:55 INFO | Using training file (48/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:12:55 INFO |  -> Pre-selected 83535 entries from 83535 ( 100 % )
2018-06-10 12:13:01 INFO |  -> Selected 17461 entries ( 20.9026 % ). Overall 191999 ( 10.6666 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:01 INFO | Using training file (49/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:02 INFO |  -> Pre-selected 74947 entries from 74947 ( 100 % )
2018-06-10 12:13:07 INFO |  -> Selected 17562 entries ( 23.4326 % ). Overall 195999 ( 10.8888 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:07 INFO | Using training file (50/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:08 INFO |  -> Pre-selected 81305 entries from 81305 ( 100 % )
2018-06-10 12:13:14 INFO |  -> Selected 17573 entries ( 21.6137 % ). Overall 199999 ( 11.1111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:14 INFO | Using training file (51/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000096.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:14 INFO |  -> Pre-selected 79325 entries from 79325 ( 100 % )
2018-06-10 12:13:20 INFO |  -> Selected 17797 entries ( 22.4355 % ). Overall 203999 ( 11.3333 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:20 INFO | Using training file (52/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:20 INFO |  -> Pre-selected 83151 entries from 83151 ( 100 % )
2018-06-10 12:13:26 INFO |  -> Selected 18183 entries ( 21.8674 % ). Overall 207999 ( 11.5555 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:26 INFO | Using training file (53/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:27 INFO |  -> Pre-selected 79052 entries from 79052 ( 100 % )
2018-06-10 12:13:33 INFO |  -> Selected 18593 entries ( 23.52 % ). Overall 211999 ( 11.7777 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:33 INFO | Using training file (54/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000077.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:33 INFO |  -> Pre-selected 81454 entries from 81454 ( 100 % )
2018-06-10 12:13:39 INFO |  -> Selected 18263 entries ( 22.4212 % ). Overall 215999 ( 11.9999 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:39 INFO | Using training file (55/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:39 INFO |  -> Pre-selected 73002 entries from 73002 ( 100 % )
2018-06-10 12:13:45 INFO |  -> Selected 16289 entries ( 22.3131 % ). Overall 219999 ( 12.2222 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:45 INFO | Using training file (56/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:45 INFO |  -> Pre-selected 76232 entries from 76232 ( 100 % )
2018-06-10 12:13:51 INFO |  -> Selected 17692 entries ( 23.2081 % ). Overall 223999 ( 12.4444 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:51 INFO | Using training file (57/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000119.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:51 INFO |  -> Pre-selected 75687 entries from 75687 ( 100 % )
2018-06-10 12:13:57 INFO |  -> Selected 17387 entries ( 22.9722 % ). Overall 227999 ( 12.6666 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:13:57 INFO | Using training file (58/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:13:57 INFO |  -> Pre-selected 79979 entries from 79979 ( 100 % )
2018-06-10 12:14:03 INFO |  -> Selected 17500 entries ( 21.8807 % ). Overall 232000 ( 12.8889 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:03 INFO | Using training file (59/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:03 INFO |  -> Pre-selected 54790 entries from 54790 ( 100 % )
2018-06-10 12:14:08 INFO |  -> Selected 16876 entries ( 30.8012 % ). Overall 236000 ( 13.1111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:08 INFO | Using training file (60/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:08 INFO |  -> Pre-selected 79156 entries from 79156 ( 100 % )
2018-06-10 12:14:14 INFO |  -> Selected 18107 entries ( 22.8751 % ). Overall 240000 ( 13.3333 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:14 INFO | Using training file (61/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:14 INFO |  -> Pre-selected 76848 entries from 76848 ( 100 % )
2018-06-10 12:14:20 INFO |  -> Selected 17585 entries ( 22.8828 % ). Overall 244001 ( 13.5556 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:20 INFO | Using training file (62/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:21 INFO |  -> Pre-selected 76816 entries from 76816 ( 100 % )
2018-06-10 12:14:26 INFO |  -> Selected 17602 entries ( 22.9145 % ). Overall 248001 ( 13.7778 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:26 INFO | Using training file (63/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:27 INFO |  -> Pre-selected 80274 entries from 80274 ( 100 % )
2018-06-10 12:14:33 INFO |  -> Selected 17569 entries ( 21.8863 % ). Overall 252001 ( 14.0001 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:33 INFO | Using training file (64/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:33 INFO |  -> Pre-selected 78327 entries from 78327 ( 100 % )
2018-06-10 12:14:39 INFO |  -> Selected 18809 entries ( 24.0134 % ). Overall 256002 ( 14.2223 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:39 INFO | Using training file (65/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:39 INFO |  -> Pre-selected 81798 entries from 81798 ( 100 % )
2018-06-10 12:14:46 INFO |  -> Selected 18001 entries ( 22.0067 % ). Overall 260002 ( 14.4446 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:46 INFO | Using training file (66/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:46 INFO |  -> Pre-selected 65031 entries from 65031 ( 100 % )
2018-06-10 12:14:51 INFO |  -> Selected 17238 entries ( 26.5074 % ). Overall 264002 ( 14.6668 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:51 INFO | Using training file (67/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:51 INFO |  -> Pre-selected 78568 entries from 78568 ( 100 % )
2018-06-10 12:14:57 INFO |  -> Selected 18115 entries ( 23.0565 % ). Overall 268002 ( 14.889 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:14:57 INFO | Using training file (68/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:14:57 INFO |  -> Pre-selected 79546 entries from 79546 ( 100 % )
2018-06-10 12:15:03 INFO |  -> Selected 17861 entries ( 22.4537 % ). Overall 272002 ( 15.1112 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:03 INFO | Using training file (69/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:03 INFO |  -> Pre-selected 76807 entries from 76807 ( 100 % )
2018-06-10 12:15:09 INFO |  -> Selected 18088 entries ( 23.5499 % ). Overall 276002 ( 15.3334 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:09 INFO | Using training file (70/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:09 INFO |  -> Pre-selected 77785 entries from 77785 ( 100 % )
2018-06-10 12:15:15 INFO |  -> Selected 17753 entries ( 22.8232 % ). Overall 280002 ( 15.5557 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:15 INFO | Using training file (71/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:16 INFO |  -> Pre-selected 81368 entries from 81368 ( 100 % )
2018-06-10 12:15:22 INFO |  -> Selected 17592 entries ( 21.6203 % ). Overall 284002 ( 15.7779 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:22 INFO | Using training file (72/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:22 INFO |  -> Pre-selected 77269 entries from 77269 ( 100 % )
2018-06-10 12:15:28 INFO |  -> Selected 17939 entries ( 23.2163 % ). Overall 288003 ( 16.0002 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:28 INFO | Using training file (73/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:28 INFO |  -> Pre-selected 81279 entries from 81279 ( 100 % )
2018-06-10 12:15:34 INFO |  -> Selected 18214 entries ( 22.4092 % ). Overall 292003 ( 16.2224 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:34 INFO | Using training file (74/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000114.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:34 INFO |  -> Pre-selected 80124 entries from 80124 ( 100 % )
2018-06-10 12:15:41 INFO |  -> Selected 17788 entries ( 22.2006 % ). Overall 296003 ( 16.4446 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:41 INFO | Using training file (75/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:41 INFO |  -> Pre-selected 80609 entries from 80609 ( 100 % )
2018-06-10 12:15:47 INFO |  -> Selected 18288 entries ( 22.6873 % ). Overall 300004 ( 16.6669 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:47 INFO | Using training file (76/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:47 INFO |  -> Pre-selected 78910 entries from 78910 ( 100 % )
2018-06-10 12:15:53 INFO |  -> Selected 17683 entries ( 22.4091 % ). Overall 304004 ( 16.8891 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:53 INFO | Using training file (77/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:53 INFO |  -> Pre-selected 61239 entries from 61239 ( 100 % )
2018-06-10 12:15:58 INFO |  -> Selected 16468 entries ( 26.8914 % ). Overall 308004 ( 17.1113 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:15:58 INFO | Using training file (78/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:15:58 INFO |  -> Pre-selected 81113 entries from 81113 ( 100 % )
2018-06-10 12:16:04 INFO |  -> Selected 18635 entries ( 22.9741 % ). Overall 312004 ( 17.3336 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:04 INFO | Using training file (79/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:05 INFO |  -> Pre-selected 60607 entries from 60607 ( 100 % )
2018-06-10 12:16:09 INFO |  -> Selected 18411 entries ( 30.3777 % ). Overall 316004 ( 17.5558 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:09 INFO | Using training file (80/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:10 INFO |  -> Pre-selected 79500 entries from 79500 ( 100 % )
2018-06-10 12:16:16 INFO |  -> Selected 18418 entries ( 23.1673 % ). Overall 320004 ( 17.778 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:16 INFO | Using training file (81/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:16 INFO |  -> Pre-selected 79448 entries from 79448 ( 100 % )
2018-06-10 12:16:22 INFO |  -> Selected 18110 entries ( 22.7948 % ). Overall 324005 ( 18.0003 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:22 INFO | Using training file (82/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:22 INFO |  -> Pre-selected 76214 entries from 76214 ( 100 % )
2018-06-10 12:16:28 INFO |  -> Selected 17651 entries ( 23.1598 % ). Overall 328006 ( 18.2226 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:28 INFO | Using training file (83/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:28 INFO |  -> Pre-selected 79496 entries from 79496 ( 100 % )
2018-06-10 12:16:34 INFO |  -> Selected 18585 entries ( 23.3785 % ). Overall 332006 ( 18.4448 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:35 INFO | Using training file (84/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:35 INFO |  -> Pre-selected 76299 entries from 76299 ( 100 % )
2018-06-10 12:16:40 INFO |  -> Selected 17392 entries ( 22.7945 % ). Overall 336005 ( 18.6669 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:40 INFO | Using training file (85/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:41 INFO |  -> Pre-selected 81376 entries from 81376 ( 100 % )
2018-06-10 12:16:47 INFO |  -> Selected 17734 entries ( 21.7927 % ). Overall 340006 ( 18.8892 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:47 INFO | Using training file (86/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:47 INFO |  -> Pre-selected 19840 entries from 19840 ( 100 % )
2018-06-10 12:16:49 INFO |  -> Selected 16096 entries ( 81.129 % ). Overall 344007 ( 19.1115 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:49 INFO | Using training file (87/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103213/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:49 INFO |  -> Pre-selected 37908 entries from 37908 ( 100 % )
2018-06-10 12:16:52 INFO |  -> Selected 17578 entries ( 46.3702 % ). Overall 348007 ( 19.3337 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:52 INFO | Using training file (88/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000078.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:52 INFO |  -> Pre-selected 78252 entries from 78252 ( 100 % )
2018-06-10 12:16:58 INFO |  -> Selected 18315 entries ( 23.4052 % ). Overall 352007 ( 19.5559 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:16:58 INFO | Using training file (89/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:16:58 INFO |  -> Pre-selected 83771 entries from 83771 ( 100 % )
2018-06-10 12:17:05 INFO |  -> Selected 18025 entries ( 21.517 % ). Overall 356007 ( 19.7782 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:05 INFO | Using training file (90/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:05 INFO |  -> Pre-selected 77286 entries from 77286 ( 100 % )
2018-06-10 12:17:11 INFO |  -> Selected 19001 entries ( 24.5853 % ). Overall 360007 ( 20.0004 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:11 INFO | Using training file (91/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:11 INFO |  -> Pre-selected 82537 entries from 82537 ( 100 % )
2018-06-10 12:17:17 INFO |  -> Selected 19691 entries ( 23.8572 % ). Overall 364007 ( 20.2226 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:17 INFO | Using training file (92/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:17 INFO |  -> Pre-selected 41294 entries from 41294 ( 100 % )
2018-06-10 12:17:21 INFO |  -> Selected 18047 entries ( 43.7037 % ). Overall 368007 ( 20.4448 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:21 INFO | Using training file (93/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:21 INFO |  -> Pre-selected 81744 entries from 81744 ( 100 % )
2018-06-10 12:17:27 INFO |  -> Selected 17510 entries ( 21.4205 % ). Overall 372007 ( 20.6671 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:27 INFO | Using training file (94/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:27 INFO |  -> Pre-selected 79169 entries from 79169 ( 100 % )
2018-06-10 12:17:33 INFO |  -> Selected 17871 entries ( 22.5732 % ). Overall 376007 ( 20.8893 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:33 INFO | Using training file (95/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:34 INFO |  -> Pre-selected 75948 entries from 75948 ( 100 % )
2018-06-10 12:17:39 INFO |  -> Selected 17834 entries ( 23.4819 % ). Overall 380007 ( 21.1115 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:39 INFO | Using training file (96/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:40 INFO |  -> Pre-selected 79660 entries from 79660 ( 100 % )
2018-06-10 12:17:46 INFO |  -> Selected 18186 entries ( 22.8295 % ). Overall 384007 ( 21.3337 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:46 INFO | Using training file (97/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:46 INFO |  -> Pre-selected 66149 entries from 66149 ( 100 % )
2018-06-10 12:17:51 INFO |  -> Selected 16346 entries ( 24.7109 % ). Overall 388007 ( 21.5559 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:51 INFO | Using training file (98/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:51 INFO |  -> Pre-selected 78072 entries from 78072 ( 100 % )
2018-06-10 12:17:57 INFO |  -> Selected 18128 entries ( 23.2196 % ). Overall 392007 ( 21.7782 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:17:57 INFO | Using training file (99/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000122.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:17:57 INFO |  -> Pre-selected 79801 entries from 79801 ( 100 % )
2018-06-10 12:18:03 INFO |  -> Selected 18698 entries ( 23.4308 % ). Overall 396007 ( 22.0004 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:03 INFO | Using training file (100/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:04 INFO |  -> Pre-selected 38966 entries from 38966 ( 100 % )
2018-06-10 12:18:07 INFO |  -> Selected 17421 entries ( 44.7082 % ). Overall 400007 ( 22.2226 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:07 INFO | Using training file (101/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:07 INFO |  -> Pre-selected 77354 entries from 77354 ( 100 % )
2018-06-10 12:18:13 INFO |  -> Selected 18249 entries ( 23.5915 % ). Overall 404007 ( 22.4448 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:13 INFO | Using training file (102/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:13 INFO |  -> Pre-selected 83679 entries from 83679 ( 100 % )
2018-06-10 12:18:20 INFO |  -> Selected 18258 entries ( 21.8191 % ). Overall 408007 ( 22.6671 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:20 INFO | Using training file (103/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:20 INFO |  -> Pre-selected 86186 entries from 86186 ( 100 % )
2018-06-10 12:18:26 INFO |  -> Selected 18081 entries ( 20.979 % ). Overall 412007 ( 22.8893 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:26 INFO | Using training file (104/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:27 INFO |  -> Pre-selected 75398 entries from 75398 ( 100 % )
2018-06-10 12:18:32 INFO |  -> Selected 18741 entries ( 24.8561 % ). Overall 416007 ( 23.1115 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:32 INFO | Using training file (105/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:33 INFO |  -> Pre-selected 82927 entries from 82927 ( 100 % )
2018-06-10 12:18:39 INFO |  -> Selected 17618 entries ( 21.2452 % ). Overall 420007 ( 23.3337 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:39 INFO | Using training file (106/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:39 INFO |  -> Pre-selected 81120 entries from 81120 ( 100 % )
2018-06-10 12:18:45 INFO |  -> Selected 17882 entries ( 22.0439 % ). Overall 424007 ( 23.5559 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:45 INFO | Using training file (107/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:45 INFO |  -> Pre-selected 73150 entries from 73150 ( 100 % )
2018-06-10 12:18:51 INFO |  -> Selected 17189 entries ( 23.4983 % ). Overall 428007 ( 23.7782 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:51 INFO | Using training file (108/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:51 INFO |  -> Pre-selected 79946 entries from 79946 ( 100 % )
2018-06-10 12:18:57 INFO |  -> Selected 17629 entries ( 22.0511 % ). Overall 432007 ( 24.0004 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:18:57 INFO | Using training file (109/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:18:57 INFO |  -> Pre-selected 78801 entries from 78801 ( 100 % )
2018-06-10 12:19:04 INFO |  -> Selected 18015 entries ( 22.8614 % ). Overall 436007 ( 24.2226 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:04 INFO | Using training file (110/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:04 INFO |  -> Pre-selected 81498 entries from 81498 ( 100 % )
2018-06-10 12:19:10 INFO |  -> Selected 18536 entries ( 22.7441 % ). Overall 440007 ( 24.4448 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:10 INFO | Using training file (111/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:10 INFO |  -> Pre-selected 80761 entries from 80761 ( 100 % )
2018-06-10 12:19:16 INFO |  -> Selected 17222 entries ( 21.3246 % ). Overall 444007 ( 24.6671 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:16 INFO | Using training file (112/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:16 INFO |  -> Pre-selected 78934 entries from 78934 ( 100 % )
2018-06-10 12:19:23 INFO |  -> Selected 17847 entries ( 22.61 % ). Overall 448007 ( 24.8893 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:23 INFO | Using training file (113/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:23 INFO |  -> Pre-selected 68081 entries from 68081 ( 100 % )
2018-06-10 12:19:28 INFO |  -> Selected 17445 entries ( 25.6239 % ). Overall 452007 ( 25.1115 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:28 INFO | Using training file (114/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:28 INFO |  -> Pre-selected 79829 entries from 79829 ( 100 % )
2018-06-10 12:19:34 INFO |  -> Selected 18058 entries ( 22.6209 % ). Overall 456007 ( 25.3337 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:34 INFO | Using training file (115/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:34 INFO |  -> Pre-selected 80420 entries from 80420 ( 100 % )
2018-06-10 12:19:41 INFO |  -> Selected 17297 entries ( 21.5083 % ). Overall 460007 ( 25.5559 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:41 INFO | Using training file (116/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:41 INFO |  -> Pre-selected 79080 entries from 79080 ( 100 % )
2018-06-10 12:19:47 INFO |  -> Selected 17810 entries ( 22.5215 % ). Overall 464007 ( 25.7782 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:47 INFO | Using training file (117/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:47 INFO |  -> Pre-selected 78456 entries from 78456 ( 100 % )
2018-06-10 12:19:53 INFO |  -> Selected 17887 entries ( 22.7988 % ). Overall 468008 ( 26.0004 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:19:53 INFO | Using training file (118/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:19:53 INFO |  -> Pre-selected 80523 entries from 80523 ( 100 % )
2018-06-10 12:20:00 INFO |  -> Selected 18310 entries ( 22.7388 % ). Overall 472008 ( 26.2227 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:00 INFO | Using training file (119/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:00 INFO |  -> Pre-selected 81083 entries from 81083 ( 100 % )
2018-06-10 12:20:06 INFO |  -> Selected 18183 entries ( 22.4252 % ). Overall 476008 ( 26.4449 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:06 INFO | Using training file (120/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:06 INFO |  -> Pre-selected 18395 entries from 18395 ( 100 % )
2018-06-10 12:20:08 INFO |  -> Selected 16490 entries ( 89.6439 % ). Overall 479997 ( 26.6665 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:08 INFO | Using training file (121/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000059.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:08 INFO |  -> Pre-selected 80520 entries from 80520 ( 100 % )
2018-06-10 12:20:14 INFO |  -> Selected 18622 entries ( 23.1272 % ). Overall 483997 ( 26.8887 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:14 INFO | Using training file (122/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:14 INFO |  -> Pre-selected 81580 entries from 81580 ( 100 % )
2018-06-10 12:20:21 INFO |  -> Selected 18598 entries ( 22.7973 % ). Overall 487997 ( 27.1109 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:21 INFO | Using training file (123/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14103034/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:21 INFO |  -> Pre-selected 21022 entries from 21022 ( 100 % )
2018-06-10 12:20:23 INFO |  -> Selected 16493 entries ( 78.4559 % ). Overall 491997 ( 27.3332 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:23 INFO | Using training file (124/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:23 INFO |  -> Pre-selected 74240 entries from 74240 ( 100 % )
2018-06-10 12:20:29 INFO |  -> Selected 16814 entries ( 22.6482 % ). Overall 495997 ( 27.5554 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:29 INFO | Using training file (125/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:29 INFO |  -> Pre-selected 77190 entries from 77190 ( 100 % )
2018-06-10 12:20:35 INFO |  -> Selected 17859 entries ( 23.1364 % ). Overall 499997 ( 27.7776 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:35 INFO | Using training file (126/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:35 INFO |  -> Pre-selected 77317 entries from 77317 ( 100 % )
2018-06-10 12:20:41 INFO |  -> Selected 17808 entries ( 23.0325 % ). Overall 503997 ( 27.9998 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:41 INFO | Using training file (127/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:41 INFO |  -> Pre-selected 77311 entries from 77311 ( 100 % )
2018-06-10 12:20:47 INFO |  -> Selected 17671 entries ( 22.857 % ). Overall 507997 ( 28.2221 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:47 INFO | Using training file (128/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:47 INFO |  -> Pre-selected 76929 entries from 76929 ( 100 % )
2018-06-10 12:20:53 INFO |  -> Selected 17417 entries ( 22.6404 % ). Overall 511997 ( 28.4443 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:53 INFO | Using training file (129/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:53 INFO |  -> Pre-selected 76523 entries from 76523 ( 100 % )
2018-06-10 12:20:59 INFO |  -> Selected 17033 entries ( 22.2587 % ). Overall 515997 ( 28.6665 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:20:59 INFO | Using training file (130/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:20:59 INFO |  -> Pre-selected 79167 entries from 79167 ( 100 % )
2018-06-10 12:21:06 INFO |  -> Selected 18918 entries ( 23.8963 % ). Overall 519997 ( 28.8887 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:06 INFO | Using training file (131/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:06 INFO |  -> Pre-selected 81027 entries from 81027 ( 100 % )
2018-06-10 12:21:12 INFO |  -> Selected 17936 entries ( 22.1358 % ). Overall 523997 ( 29.1109 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:12 INFO | Using training file (132/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:12 INFO |  -> Pre-selected 80083 entries from 80083 ( 100 % )
2018-06-10 12:21:18 INFO |  -> Selected 17914 entries ( 22.3693 % ). Overall 527997 ( 29.3332 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:18 INFO | Using training file (133/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:18 INFO |  -> Pre-selected 78360 entries from 78360 ( 100 % )
2018-06-10 12:21:24 INFO |  -> Selected 18210 entries ( 23.2389 % ). Overall 531997 ( 29.5554 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:24 INFO | Using training file (134/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:24 INFO |  -> Pre-selected 81265 entries from 81265 ( 100 % )
2018-06-10 12:21:31 INFO |  -> Selected 18500 entries ( 22.765 % ). Overall 535997 ( 29.7776 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:31 INFO | Using training file (135/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:31 INFO |  -> Pre-selected 80411 entries from 80411 ( 100 % )
2018-06-10 12:21:37 INFO |  -> Selected 17605 entries ( 21.8938 % ). Overall 539997 ( 29.9998 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:37 INFO | Using training file (136/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:37 INFO |  -> Pre-selected 82120 entries from 82120 ( 100 % )
2018-06-10 12:21:43 INFO |  -> Selected 17702 entries ( 21.5563 % ). Overall 543997 ( 30.2221 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:43 INFO | Using training file (137/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:44 INFO |  -> Pre-selected 77638 entries from 77638 ( 100 % )
2018-06-10 12:21:50 INFO |  -> Selected 17414 entries ( 22.4297 % ). Overall 547997 ( 30.4443 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:50 INFO | Using training file (138/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:50 INFO |  -> Pre-selected 58135 entries from 58135 ( 100 % )
2018-06-10 12:21:54 INFO |  -> Selected 15668 entries ( 26.9511 % ). Overall 551997 ( 30.6665 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:21:54 INFO | Using training file (139/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:21:55 INFO |  -> Pre-selected 63787 entries from 63787 ( 100 % )
2018-06-10 12:21:59 INFO |  -> Selected 18600 entries ( 29.1595 % ). Overall 555998 ( 30.8888 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:00 INFO | Using training file (140/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000065.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:00 INFO |  -> Pre-selected 77925 entries from 77925 ( 100 % )
2018-06-10 12:22:06 INFO |  -> Selected 18691 entries ( 23.9859 % ). Overall 559998 ( 31.111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:06 INFO | Using training file (141/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:06 INFO |  -> Pre-selected 80797 entries from 80797 ( 100 % )
2018-06-10 12:22:12 INFO |  -> Selected 18714 entries ( 23.1618 % ). Overall 563998 ( 31.3332 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:12 INFO | Using training file (142/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:12 INFO |  -> Pre-selected 75689 entries from 75689 ( 100 % )
2018-06-10 12:22:18 INFO |  -> Selected 17572 entries ( 23.2161 % ). Overall 567998 ( 31.5554 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:18 INFO | Using training file (143/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:18 INFO |  -> Pre-selected 43260 entries from 43260 ( 100 % )
2018-06-10 12:22:22 INFO |  -> Selected 17294 entries ( 39.9769 % ). Overall 571998 ( 31.7777 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:22 INFO | Using training file (144/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:22 INFO |  -> Pre-selected 81283 entries from 81283 ( 100 % )
2018-06-10 12:22:28 INFO |  -> Selected 17752 entries ( 21.8397 % ). Overall 575998 ( 31.9999 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:28 INFO | Using training file (145/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:28 INFO |  -> Pre-selected 79634 entries from 79634 ( 100 % )
2018-06-10 12:22:34 INFO |  -> Selected 17697 entries ( 22.2229 % ). Overall 579998 ( 32.2221 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:34 INFO | Using training file (146/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:34 INFO |  -> Pre-selected 80699 entries from 80699 ( 100 % )
2018-06-10 12:22:40 INFO |  -> Selected 17353 entries ( 21.5034 % ). Overall 583998 ( 32.4443 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:40 INFO | Using training file (147/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:40 INFO |  -> Pre-selected 59659 entries from 59659 ( 100 % )
2018-06-10 12:22:45 INFO |  -> Selected 17564 entries ( 29.4407 % ). Overall 587998 ( 32.6666 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:45 INFO | Using training file (148/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:45 INFO |  -> Pre-selected 82214 entries from 82214 ( 100 % )
2018-06-10 12:22:51 INFO |  -> Selected 18626 entries ( 22.6555 % ). Overall 591998 ( 32.8888 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:51 INFO | Using training file (149/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:52 INFO |  -> Pre-selected 77338 entries from 77338 ( 100 % )
2018-06-10 12:22:58 INFO |  -> Selected 17543 entries ( 22.6835 % ). Overall 595998 ( 33.111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:22:58 INFO | Using training file (150/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:22:58 INFO |  -> Pre-selected 74169 entries from 74169 ( 100 % )
2018-06-10 12:23:04 INFO |  -> Selected 17750 entries ( 23.9318 % ). Overall 599998 ( 33.3332 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:04 INFO | Using training file (151/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:04 INFO |  -> Pre-selected 80282 entries from 80282 ( 100 % )
2018-06-10 12:23:10 INFO |  -> Selected 17999 entries ( 22.4197 % ). Overall 603998 ( 33.5554 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:10 INFO | Using training file (152/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:10 INFO |  -> Pre-selected 78808 entries from 78808 ( 100 % )
2018-06-10 12:23:16 INFO |  -> Selected 18227 entries ( 23.1284 % ). Overall 607998 ( 33.7777 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:16 INFO | Using training file (153/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:16 INFO |  -> Pre-selected 80352 entries from 80352 ( 100 % )
2018-06-10 12:23:22 INFO |  -> Selected 17924 entries ( 22.3068 % ). Overall 611998 ( 33.9999 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:22 INFO | Using training file (154/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000025.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:23 INFO |  -> Pre-selected 80761 entries from 80761 ( 100 % )
2018-06-10 12:23:29 INFO |  -> Selected 18209 entries ( 22.5468 % ). Overall 615998 ( 34.2221 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:29 INFO | Using training file (155/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:29 INFO |  -> Pre-selected 75179 entries from 75179 ( 100 % )
2018-06-10 12:23:35 INFO |  -> Selected 17181 entries ( 22.8535 % ). Overall 619998 ( 34.4443 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:35 INFO | Using training file (156/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:35 INFO |  -> Pre-selected 77892 entries from 77892 ( 100 % )
2018-06-10 12:23:41 INFO |  -> Selected 17911 entries ( 22.9947 % ). Overall 623998 ( 34.6666 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:41 INFO | Using training file (157/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:41 INFO |  -> Pre-selected 80035 entries from 80035 ( 100 % )
2018-06-10 12:23:47 INFO |  -> Selected 17805 entries ( 22.2465 % ). Overall 627998 ( 34.8888 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:47 INFO | Using training file (158/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:47 INFO |  -> Pre-selected 79437 entries from 79437 ( 100 % )
2018-06-10 12:23:54 INFO |  -> Selected 18333 entries ( 23.0787 % ). Overall 631998 ( 35.111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:23:54 INFO | Using training file (159/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:23:54 INFO |  -> Pre-selected 77479 entries from 77479 ( 100 % )
2018-06-10 12:24:00 INFO |  -> Selected 17440 entries ( 22.5093 % ). Overall 635998 ( 35.3332 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:00 INFO | Using training file (160/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:00 INFO |  -> Pre-selected 71171 entries from 71171 ( 100 % )
2018-06-10 12:24:06 INFO |  -> Selected 17506 entries ( 24.5971 % ). Overall 639997 ( 35.5554 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:06 INFO | Using training file (161/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:06 INFO |  -> Pre-selected 60282 entries from 60282 ( 100 % )
2018-06-10 12:24:11 INFO |  -> Selected 18107 entries ( 30.0372 % ). Overall 643997 ( 35.7776 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:11 INFO | Using training file (162/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:11 INFO |  -> Pre-selected 70964 entries from 70964 ( 100 % )
2018-06-10 12:24:16 INFO |  -> Selected 18306 entries ( 25.7962 % ). Overall 647997 ( 35.9998 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:16 INFO | Using training file (163/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:16 INFO |  -> Pre-selected 61597 entries from 61597 ( 100 % )
2018-06-10 12:24:21 INFO |  -> Selected 15312 entries ( 24.8584 % ). Overall 651998 ( 36.2221 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:21 INFO | Using training file (164/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:21 INFO |  -> Pre-selected 79314 entries from 79314 ( 100 % )
2018-06-10 12:24:28 INFO |  -> Selected 17956 entries ( 22.6391 % ). Overall 655998 ( 36.4443 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:28 INFO | Using training file (165/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:28 INFO |  -> Pre-selected 76131 entries from 76131 ( 100 % )
2018-06-10 12:24:34 INFO |  -> Selected 18138 entries ( 23.8247 % ). Overall 659999 ( 36.6666 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:34 INFO | Using training file (166/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14103034/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:34 INFO |  -> Pre-selected 18752 entries from 18752 ( 100 % )
2018-06-10 12:24:35 INFO |  -> Selected 16460 entries ( 87.7773 % ). Overall 663998 ( 36.8888 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:35 INFO | Using training file (167/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:35 INFO |  -> Pre-selected 76331 entries from 76331 ( 100 % )
2018-06-10 12:24:41 INFO |  -> Selected 18351 entries ( 24.0413 % ). Overall 667998 ( 37.111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:41 INFO | Using training file (168/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:41 INFO |  -> Pre-selected 60260 entries from 60260 ( 100 % )
2018-06-10 12:24:46 INFO |  -> Selected 17544 entries ( 29.1138 % ). Overall 671998 ( 37.3332 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:46 INFO | Using training file (169/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:46 INFO |  -> Pre-selected 80834 entries from 80834 ( 100 % )
2018-06-10 12:24:53 INFO |  -> Selected 17586 entries ( 21.7557 % ). Overall 675998 ( 37.5554 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:53 INFO | Using training file (170/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:53 INFO |  -> Pre-selected 40131 entries from 40131 ( 100 % )
2018-06-10 12:24:56 INFO |  -> Selected 17149 entries ( 42.7326 % ). Overall 679998 ( 37.7777 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:24:56 INFO | Using training file (171/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:24:56 INFO |  -> Pre-selected 79722 entries from 79722 ( 100 % )
2018-06-10 12:25:02 INFO |  -> Selected 18048 entries ( 22.6387 % ). Overall 683998 ( 37.9999 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:02 INFO | Using training file (172/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:03 INFO |  -> Pre-selected 82893 entries from 82893 ( 100 % )
2018-06-10 12:25:09 INFO |  -> Selected 18275 entries ( 22.0465 % ). Overall 687998 ( 38.2221 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:09 INFO | Using training file (173/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:09 INFO |  -> Pre-selected 65470 entries from 65470 ( 100 % )
2018-06-10 12:25:14 INFO |  -> Selected 18723 entries ( 28.5978 % ). Overall 691998 ( 38.4443 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:14 INFO | Using training file (174/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:15 INFO |  -> Pre-selected 75619 entries from 75619 ( 100 % )
2018-06-10 12:25:21 INFO |  -> Selected 17941 entries ( 23.7255 % ). Overall 695998 ( 38.6666 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:21 INFO | Using training file (175/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:21 INFO |  -> Pre-selected 82604 entries from 82604 ( 100 % )
2018-06-10 12:25:27 INFO |  -> Selected 17941 entries ( 21.7193 % ). Overall 699998 ( 38.8888 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:27 INFO | Using training file (176/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:27 INFO |  -> Pre-selected 35332 entries from 35332 ( 100 % )
2018-06-10 12:25:30 INFO |  -> Selected 15992 entries ( 45.2621 % ). Overall 703998 ( 39.111 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:30 INFO | Using training file (177/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:30 INFO |  -> Pre-selected 71997 entries from 71997 ( 100 % )
2018-06-10 12:25:36 INFO |  -> Selected 16819 entries ( 23.3607 % ). Overall 707998 ( 39.3332 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:36 INFO | Using training file (178/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:36 INFO |  -> Pre-selected 75651 entries from 75651 ( 100 % )
2018-06-10 12:25:42 INFO |  -> Selected 18313 entries ( 24.2072 % ). Overall 711998 ( 39.5554 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:42 INFO | Using training file (179/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:42 INFO |  -> Pre-selected 81365 entries from 81365 ( 100 % )
2018-06-10 12:25:48 INFO |  -> Selected 18565 entries ( 22.8169 % ). Overall 715997 ( 39.7776 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:48 INFO | Using training file (180/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:48 INFO |  -> Pre-selected 79127 entries from 79127 ( 100 % )
2018-06-10 12:25:55 INFO |  -> Selected 17449 entries ( 22.0519 % ). Overall 719997 ( 39.9998 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:25:55 INFO | Using training file (181/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:25:55 INFO |  -> Pre-selected 79535 entries from 79535 ( 100 % )
2018-06-10 12:26:01 INFO |  -> Selected 18105 entries ( 22.7636 % ). Overall 723997 ( 40.2221 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:01 INFO | Using training file (182/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:01 INFO |  -> Pre-selected 72826 entries from 72826 ( 100 % )
2018-06-10 12:26:07 INFO |  -> Selected 16977 entries ( 23.3117 % ). Overall 727997 ( 40.4443 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:07 INFO | Using training file (183/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:07 INFO |  -> Pre-selected 20087 entries from 20087 ( 100 % )
2018-06-10 12:26:09 INFO |  -> Selected 16455 entries ( 81.9187 % ). Overall 731996 ( 40.6664 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:09 INFO | Using training file (184/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:09 INFO |  -> Pre-selected 79011 entries from 79011 ( 100 % )
2018-06-10 12:26:15 INFO |  -> Selected 17483 entries ( 22.1273 % ). Overall 735996 ( 40.8887 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:15 INFO | Using training file (185/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:15 INFO |  -> Pre-selected 76064 entries from 76064 ( 100 % )
2018-06-10 12:26:21 INFO |  -> Selected 17993 entries ( 23.6551 % ). Overall 739996 ( 41.1109 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:21 INFO | Using training file (186/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:21 INFO |  -> Pre-selected 50827 entries from 50827 ( 100 % )
2018-06-10 12:26:25 INFO |  -> Selected 15744 entries ( 30.9757 % ). Overall 743996 ( 41.3331 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:25 INFO | Using training file (187/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:25 INFO |  -> Pre-selected 80209 entries from 80209 ( 100 % )
2018-06-10 12:26:32 INFO |  -> Selected 18639 entries ( 23.238 % ). Overall 747996 ( 41.5553 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:32 INFO | Using training file (188/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:32 INFO |  -> Pre-selected 80346 entries from 80346 ( 100 % )
2018-06-10 12:26:38 INFO |  -> Selected 18802 entries ( 23.4013 % ). Overall 751996 ( 41.7776 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:38 INFO | Using training file (189/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:38 INFO |  -> Pre-selected 75682 entries from 75682 ( 100 % )
2018-06-10 12:26:44 INFO |  -> Selected 17735 entries ( 23.4336 % ). Overall 755996 ( 41.9998 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:44 INFO | Using training file (190/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000084.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:44 INFO |  -> Pre-selected 80533 entries from 80533 ( 100 % )
2018-06-10 12:26:50 INFO |  -> Selected 17565 entries ( 21.8109 % ). Overall 759996 ( 42.222 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:50 INFO | Using training file (191/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:51 INFO |  -> Pre-selected 74259 entries from 74259 ( 100 % )
2018-06-10 12:26:56 INFO |  -> Selected 16525 entries ( 22.2532 % ). Overall 763996 ( 42.4442 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:26:56 INFO | Using training file (192/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:26:57 INFO |  -> Pre-selected 79736 entries from 79736 ( 100 % )
2018-06-10 12:27:03 INFO |  -> Selected 18048 entries ( 22.6347 % ). Overall 767995 ( 42.6664 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:03 INFO | Using training file (193/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:03 INFO |  -> Pre-selected 78614 entries from 78614 ( 100 % )
2018-06-10 12:27:09 INFO |  -> Selected 18273 entries ( 23.244 % ). Overall 771995 ( 42.8886 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:09 INFO | Using training file (194/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:09 INFO |  -> Pre-selected 82721 entries from 82721 ( 100 % )
2018-06-10 12:27:16 INFO |  -> Selected 18331 entries ( 22.16 % ). Overall 775995 ( 43.1108 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:16 INFO | Using training file (195/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:16 INFO |  -> Pre-selected 80100 entries from 80100 ( 100 % )
2018-06-10 12:27:22 INFO |  -> Selected 18129 entries ( 22.633 % ). Overall 779996 ( 43.3331 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:22 INFO | Using training file (196/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:22 INFO |  -> Pre-selected 76281 entries from 76281 ( 100 % )
2018-06-10 12:27:28 INFO |  -> Selected 18476 entries ( 24.221 % ). Overall 783996 ( 43.5553 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:28 INFO | Using training file (197/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:28 INFO |  -> Pre-selected 78123 entries from 78123 ( 100 % )
2018-06-10 12:27:34 INFO |  -> Selected 17778 entries ( 22.7564 % ). Overall 787996 ( 43.7776 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:34 INFO | Using training file (198/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:35 INFO |  -> Pre-selected 78331 entries from 78331 ( 100 % )
2018-06-10 12:27:41 INFO |  -> Selected 18437 entries ( 23.5373 % ). Overall 791996 ( 43.9998 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:41 INFO | Using training file (199/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:41 INFO |  -> Pre-selected 82128 entries from 82128 ( 100 % )
2018-06-10 12:27:47 INFO |  -> Selected 18229 entries ( 22.1958 % ). Overall 795996 ( 44.222 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:47 INFO | Using training file (200/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:47 INFO |  -> Pre-selected 19834 entries from 19834 ( 100 % )
2018-06-10 12:27:49 INFO |  -> Selected 16090 entries ( 81.1233 % ). Overall 799996 ( 44.4442 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:49 INFO | Using training file (201/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:49 INFO |  -> Pre-selected 68093 entries from 68093 ( 100 % )
2018-06-10 12:27:54 INFO |  -> Selected 18067 entries ( 26.5328 % ). Overall 803997 ( 44.6665 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:27:54 INFO | Using training file (202/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:27:55 INFO |  -> Pre-selected 73372 entries from 73372 ( 100 % )
2018-06-10 12:28:00 INFO |  -> Selected 18210 entries ( 24.8187 % ). Overall 807997 ( 44.8887 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:00 INFO | Using training file (203/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:00 INFO |  -> Pre-selected 80996 entries from 80996 ( 100 % )
2018-06-10 12:28:07 INFO |  -> Selected 17538 entries ( 21.6529 % ). Overall 811997 ( 45.1109 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:07 INFO | Using training file (204/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:07 INFO |  -> Pre-selected 78394 entries from 78394 ( 100 % )
2018-06-10 12:28:13 INFO |  -> Selected 17608 entries ( 22.4609 % ). Overall 815997 ( 45.3332 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:13 INFO | Using training file (205/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:13 INFO |  -> Pre-selected 79418 entries from 79418 ( 100 % )
2018-06-10 12:28:19 INFO |  -> Selected 17872 entries ( 22.5037 % ). Overall 819996 ( 45.5553 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:19 INFO | Using training file (206/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:20 INFO |  -> Pre-selected 77923 entries from 77923 ( 100 % )
2018-06-10 12:28:26 INFO |  -> Selected 17376 entries ( 22.2989 % ). Overall 823996 ( 45.7776 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:26 INFO | Using training file (207/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:26 INFO |  -> Pre-selected 76358 entries from 76358 ( 100 % )
2018-06-10 12:28:32 INFO |  -> Selected 18197 entries ( 23.8312 % ). Overall 827996 ( 45.9998 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:32 INFO | Using training file (208/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:32 INFO |  -> Pre-selected 74735 entries from 74735 ( 100 % )
2018-06-10 12:28:38 INFO |  -> Selected 17488 entries ( 23.4 % ). Overall 831996 ( 46.222 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:38 INFO | Using training file (209/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:38 INFO |  -> Pre-selected 75930 entries from 75930 ( 100 % )
2018-06-10 12:28:44 INFO |  -> Selected 17887 entries ( 23.5572 % ). Overall 835996 ( 46.4442 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:44 INFO | Using training file (210/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:44 INFO |  -> Pre-selected 61590 entries from 61590 ( 100 % )
2018-06-10 12:28:49 INFO |  -> Selected 16320 entries ( 26.4978 % ). Overall 839996 ( 46.6664 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:49 INFO | Using training file (211/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:49 INFO |  -> Pre-selected 19728 entries from 19728 ( 100 % )
2018-06-10 12:28:51 INFO |  -> Selected 16589 entries ( 84.0886 % ). Overall 843996 ( 46.8887 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:51 INFO | Using training file (212/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:51 INFO |  -> Pre-selected 74769 entries from 74769 ( 100 % )
2018-06-10 12:28:57 INFO |  -> Selected 18370 entries ( 24.569 % ). Overall 847996 ( 47.1109 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:28:57 INFO | Using training file (213/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:28:57 INFO |  -> Pre-selected 80150 entries from 80150 ( 100 % )
2018-06-10 12:29:03 INFO |  -> Selected 18085 entries ( 22.5639 % ). Overall 851996 ( 47.3331 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:29:03 INFO | Using training file (214/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:29:03 INFO |  -> Pre-selected 59493 entries from 59493 ( 100 % )
2018-06-10 12:29:08 INFO |  -> Selected 17126 entries ( 28.7866 % ). Overall 855997 ( 47.5554 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:29:08 INFO | Using training file (215/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:29:08 INFO |  -> Pre-selected 79484 entries from 79484 ( 100 % )
2018-06-10 12:29:14 INFO |  -> Selected 18134 entries ( 22.8147 % ). Overall 859997 ( 47.7776 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:29:14 INFO | Using training file (216/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:29:14 INFO |  -> Pre-selected 82228 entries from 82228 ( 100 % )
2018-06-10 12:29:21 INFO |  -> Selected 17692 entries ( 21.5158 % ). Overall 863997 ( 47.9998 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:29:21 INFO | Using training file (217/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:29:21 INFO |  -> Pre-selected 81278 entries from 81278 ( 100 % )
2018-06-10 12:29:27 INFO |  -> Selected 18430 entries ( 22.6753 % ). Overall 867860 ( 48.2144 % ) of required 1800000 non-ghost training entries.
2018-06-10 12:29:27 INFO | Considered 15961638 tracks for input to MVA training
2018-06-10 12:29:27 INFO |   Sel. Eff. = 24.1638%
2018-06-10 12:29:27 INFO | Selected 2700000/372048 tracks for input to MVA training/testing
2018-06-10 12:29:27 INFO |   Ghost percentage = 67.857%
2018-06-10 12:29:27 INFO |   Electron percentage = 0.156296%
2018-06-10 12:29:27 INFO |   Muon percentage = 1.38541%
2018-06-10 12:29:27 INFO |   Pion percentage = 23.8451%
2018-06-10 12:29:27 INFO |   Kaon percentage = 1.02948%
2018-06-10 12:29:27 INFO |   Proton percentage = 5.72648%
2018-06-10 12:29:27 INFO | Skipped 2 contributions below 0.01%
2018-06-10 12:29:27 INFO | Created text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel
2018-06-10 12:29:27 INFO | Created Plots directory Downstream-Pion-evaluation.root:/TrainMixture/EvalUpgradeSim09cUp02RecoUp01Mixture/EvalWithPreSel
2018-06-10 12:29:27 INFO | Making plots for input CaloChargedEcal
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.0100
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.0250
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.0500
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.0750
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.1000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.1250
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.1500
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.1750
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.2000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.3000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.3500
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.4000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.4500
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.6000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.7000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.8000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.9000
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.9500
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.9750
2018-06-10 12:29:27 INFO | Creating ROOT directory MVAcut0.9900
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-8.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-7.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-6.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-5.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-5.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-4.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-4.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-3.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-3.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-2.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-2.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-1.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-1.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut-0.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut0.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut0.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut1.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut1.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut2.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut2.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut3.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut3.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut4.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut4.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut5.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut5.5000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut6.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut7.0000
2018-06-10 12:29:27 INFO | Creating ROOT directory DLLcut8.0000
2018-06-10 12:29:27 INFO | Making plots for input CaloClusChi2
2018-06-10 12:29:27 INFO | Making plots for input CaloEcalChi2
2018-06-10 12:29:27 INFO | Making plots for input CaloEcalE
2018-06-10 12:29:27 INFO | Making plots for input CaloElectronMatch
2018-06-10 12:29:27 INFO | Making plots for input CaloEoverP
2018-06-10 12:29:27 INFO | Making plots for input CaloHcalE
2018-06-10 12:29:27 INFO | Making plots for input CaloTrMatch
2018-06-10 12:29:27 INFO | Making plots for input CaloTrajectoryL
2018-06-10 12:29:27 INFO | Making plots for input CombDLLe
2018-06-10 12:29:27 INFO | Making plots for input CombDLLmu
2018-06-10 12:29:27 INFO | Making plots for input EcalPIDe
2018-06-10 12:29:27 INFO | Making plots for input EcalPIDmu
2018-06-10 12:29:27 INFO | Making plots for input HcalPIDe
2018-06-10 12:29:27 INFO | Making plots for input HcalPIDmu
2018-06-10 12:29:27 INFO | Making plots for input InAccEcal
2018-06-10 12:29:27 INFO | Making plots for input InAccHcal
2018-06-10 12:29:27 INFO | Making plots for input InAccMuon
2018-06-10 12:29:27 INFO | Making plots for input MuonBkgLL
2018-06-10 12:29:27 INFO | Making plots for input MuonIsLooseMuon
2018-06-10 12:29:27 INFO | Making plots for input MuonIsMuon
2018-06-10 12:29:27 INFO | Making plots for input MuonMVA1
2018-06-10 12:29:27 INFO | Making plots for input MuonMuLL
2018-06-10 12:29:27 INFO | Making plots for input MuonNShared
2018-06-10 12:29:27 INFO | Making plots for input RichAboveKaThres
2018-06-10 12:29:27 INFO | Making plots for input RichAbovePiThres
2018-06-10 12:29:27 INFO | Making plots for input RichDLLbt
2018-06-10 12:29:27 INFO | Making plots for input RichDLLd
2018-06-10 12:29:27 INFO | Making plots for input RichDLLe
2018-06-10 12:29:27 INFO | Making plots for input RichDLLk
2018-06-10 12:29:27 INFO | Making plots for input RichDLLmu
2018-06-10 12:29:27 INFO | Making plots for input RichDLLp
2018-06-10 12:29:27 INFO | Making plots for input RichUsedR1Gas
2018-06-10 12:29:27 INFO | Making plots for input RichUsedR2Gas
2018-06-10 12:29:27 INFO | Making plots for input TrackChi2PerDof
2018-06-10 12:29:27 INFO | Making plots for input TrackFitTChi2
2018-06-10 12:29:27 INFO | Making plots for input TrackFitTNDoF
2018-06-10 12:29:27 INFO | Making plots for input TrackGhostProbability
2018-06-10 12:29:27 INFO | Making plots for input TrackNumDof
2018-06-10 12:29:27 INFO | Making plots for input TrackP
2018-06-10 12:29:27 INFO | Making plots for input TrackPt
                         : Booking "MLP" of type "MLP" from GlobalPID_Pion_Downstream_TMVA.weights.xml.
<HEADER> DataSetInfo              : [Default] : Added class "Signal"
<HEADER> DataSetInfo              : [Default] : Added class "Background"
<HEADER> Pion_Downstream_TMVA     : Building Network. 
                         : Initializing weights
                         : Booked classifier "Pion_Downstream_TMVA" of type: "MLP"
2018-06-10 12:29:27 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-06-10 12:29:27 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-06-10 12:29:27 INFO | Evaluation mode 'EvalWithPreSel'
2018-06-10 12:29:27 INFO | Will apply all track pre-selections during evaluation
2018-06-10 12:29:27 INFO | Evaluation Datafile Selection hash = 9e53b2f5fadc17db
2018-06-10 12:29:27 INFO | Using evaluation file (218/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:29:28 INFO |  -> Pre-selected 77803 entries from 77803 ( 100 % )
2018-06-10 12:31:15 INFO |  -> Selected 77803 entries ( 100 % ). Overall 77803 ( 0.77803 % ) of required 10000000 entries.
2018-06-10 12:31:15 INFO | Using evaluation file (219/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:31:15 INFO |  -> Pre-selected 80988 entries from 80988 ( 100 % )
2018-06-10 12:33:23 INFO |  -> Selected 80988 entries ( 100 % ). Overall 158791 ( 1.58791 % ) of required 10000000 entries.
2018-06-10 12:33:23 INFO | Using evaluation file (220/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:33:23 INFO |  -> Pre-selected 38177 entries from 38177 ( 100 % )
2018-06-10 12:34:25 INFO |  -> Selected 38177 entries ( 100 % ). Overall 196968 ( 1.96968 % ) of required 10000000 entries.
2018-06-10 12:34:25 INFO | Using evaluation file (221/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:34:26 INFO |  -> Pre-selected 76806 entries from 76806 ( 100 % )
2018-06-10 12:36:36 INFO |  -> Selected 76806 entries ( 100 % ). Overall 273774 ( 2.73774 % ) of required 10000000 entries.
2018-06-10 12:36:36 INFO | Using evaluation file (222/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:36:36 INFO |  -> Pre-selected 77379 entries from 77379 ( 100 % )
2018-06-10 12:38:48 INFO |  -> Selected 77379 entries ( 100 % ). Overall 351153 ( 3.51153 % ) of required 10000000 entries.
2018-06-10 12:38:48 INFO | Using evaluation file (223/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:38:48 INFO |  -> Pre-selected 83076 entries from 83076 ( 100 % )
2018-06-10 12:41:09 INFO |  -> Selected 83076 entries ( 100 % ). Overall 434229 ( 4.34229 % ) of required 10000000 entries.
2018-06-10 12:41:09 INFO | Using evaluation file (224/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:41:09 INFO |  -> Pre-selected 79735 entries from 79735 ( 100 % )
2018-06-10 12:43:20 INFO |  -> Selected 79735 entries ( 100 % ). Overall 513964 ( 5.13964 % ) of required 10000000 entries.
2018-06-10 12:43:20 INFO | Using evaluation file (225/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:43:20 INFO |  -> Pre-selected 78007 entries from 78007 ( 100 % )
2018-06-10 12:45:28 INFO |  -> Selected 78007 entries ( 100 % ). Overall 591971 ( 5.91971 % ) of required 10000000 entries.
2018-06-10 12:45:28 INFO | Using evaluation file (226/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:45:28 INFO |  -> Pre-selected 76787 entries from 76787 ( 100 % )
2018-06-10 12:47:26 INFO |  -> Selected 76787 entries ( 100 % ). Overall 668758 ( 6.68758 % ) of required 10000000 entries.
2018-06-10 12:47:26 INFO | Using evaluation file (227/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:47:27 INFO |  -> Pre-selected 76241 entries from 76241 ( 100 % )
2018-06-10 12:49:29 INFO |  -> Selected 76241 entries ( 100 % ). Overall 744999 ( 7.44999 % ) of required 10000000 entries.
2018-06-10 12:49:29 INFO | Using evaluation file (228/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:49:29 INFO |  -> Pre-selected 82180 entries from 82180 ( 100 % )
2018-06-10 12:51:50 INFO |  -> Selected 82180 entries ( 100 % ). Overall 827179 ( 8.27179 % ) of required 10000000 entries.
2018-06-10 12:51:50 INFO | Using evaluation file (229/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:51:50 INFO |  -> Pre-selected 78874 entries from 78874 ( 100 % )
2018-06-10 12:54:02 INFO |  -> Selected 78874 entries ( 100 % ). Overall 906053 ( 9.06053 % ) of required 10000000 entries.
2018-06-10 12:54:02 INFO | Using evaluation file (230/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:54:02 INFO |  -> Pre-selected 78132 entries from 78132 ( 100 % )
2018-06-10 12:56:15 INFO |  -> Selected 78132 entries ( 100 % ). Overall 984185 ( 9.84185 % ) of required 10000000 entries.
2018-06-10 12:56:15 INFO | Using evaluation file (231/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:56:15 INFO |  -> Pre-selected 39712 entries from 39712 ( 100 % )
2018-06-10 12:57:19 INFO |  -> Selected 39712 entries ( 100 % ). Overall 1023897 ( 10.239 % ) of required 10000000 entries.
2018-06-10 12:57:19 INFO | Using evaluation file (232/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:57:19 INFO |  -> Pre-selected 76925 entries from 76925 ( 100 % )
2018-06-10 12:59:31 INFO |  -> Selected 76925 entries ( 100 % ). Overall 1100822 ( 11.0082 % ) of required 10000000 entries.
2018-06-10 12:59:31 INFO | Using evaluation file (233/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 12:59:31 INFO |  -> Pre-selected 65121 entries from 65121 ( 100 % )
2018-06-10 13:01:24 INFO |  -> Selected 65121 entries ( 100 % ). Overall 1165943 ( 11.6594 % ) of required 10000000 entries.
2018-06-10 13:01:24 INFO | Using evaluation file (234/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:01:24 INFO |  -> Pre-selected 79703 entries from 79703 ( 100 % )
2018-06-10 13:03:39 INFO |  -> Selected 79703 entries ( 100 % ). Overall 1245646 ( 12.4565 % ) of required 10000000 entries.
2018-06-10 13:03:39 INFO | Using evaluation file (235/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:03:39 INFO |  -> Pre-selected 78441 entries from 78441 ( 100 % )
2018-06-10 13:05:52 INFO |  -> Selected 78441 entries ( 100 % ). Overall 1324087 ( 13.2409 % ) of required 10000000 entries.
2018-06-10 13:05:52 INFO | Using evaluation file (236/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:05:52 INFO |  -> Pre-selected 71674 entries from 71674 ( 100 % )
2018-06-10 13:07:56 INFO |  -> Selected 71674 entries ( 100 % ). Overall 1395761 ( 13.9576 % ) of required 10000000 entries.
2018-06-10 13:07:56 INFO | Using evaluation file (237/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:07:56 INFO |  -> Pre-selected 78898 entries from 78898 ( 100 % )
2018-06-10 13:10:11 INFO |  -> Selected 78898 entries ( 100 % ). Overall 1474659 ( 14.7466 % ) of required 10000000 entries.
2018-06-10 13:10:11 INFO | Using evaluation file (238/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000058.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:10:11 INFO |  -> Pre-selected 78936 entries from 78936 ( 100 % )
2018-06-10 13:12:28 INFO |  -> Selected 78936 entries ( 100 % ). Overall 1553595 ( 15.5359 % ) of required 10000000 entries.
2018-06-10 13:12:28 INFO | Using evaluation file (239/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:12:28 INFO |  -> Pre-selected 77364 entries from 77364 ( 100 % )
2018-06-10 13:14:37 INFO |  -> Selected 77364 entries ( 100 % ). Overall 1630959 ( 16.3096 % ) of required 10000000 entries.
2018-06-10 13:14:37 INFO | Using evaluation file (240/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:14:37 INFO |  -> Pre-selected 82051 entries from 82051 ( 100 % )
2018-06-10 13:16:51 INFO |  -> Selected 82051 entries ( 100 % ). Overall 1713010 ( 17.1301 % ) of required 10000000 entries.
2018-06-10 13:16:51 INFO | Using evaluation file (241/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:16:51 INFO |  -> Pre-selected 81262 entries from 81262 ( 100 % )
2018-06-10 13:19:10 INFO |  -> Selected 81262 entries ( 100 % ). Overall 1794272 ( 17.9427 % ) of required 10000000 entries.
2018-06-10 13:19:11 INFO | Using evaluation file (242/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:19:11 INFO |  -> Pre-selected 78086 entries from 78086 ( 100 % )
2018-06-10 13:21:27 INFO |  -> Selected 78086 entries ( 100 % ). Overall 1872358 ( 18.7236 % ) of required 10000000 entries.
2018-06-10 13:21:27 INFO | Using evaluation file (243/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:21:28 INFO |  -> Pre-selected 14016 entries from 14016 ( 100 % )
2018-06-10 13:21:52 INFO |  -> Selected 14016 entries ( 100 % ). Overall 1886374 ( 18.8637 % ) of required 10000000 entries.
2018-06-10 13:21:52 INFO | Using evaluation file (244/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:21:52 INFO |  -> Pre-selected 79689 entries from 79689 ( 100 % )
2018-06-10 13:24:08 INFO |  -> Selected 79689 entries ( 100 % ). Overall 1966063 ( 19.6606 % ) of required 10000000 entries.
2018-06-10 13:24:08 INFO | Using evaluation file (245/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:24:08 INFO |  -> Pre-selected 76573 entries from 76573 ( 100 % )
2018-06-10 13:26:06 INFO |  -> Selected 76573 entries ( 100 % ). Overall 2042636 ( 20.4264 % ) of required 10000000 entries.
2018-06-10 13:26:06 INFO | Using evaluation file (246/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:26:06 INFO |  -> Pre-selected 78258 entries from 78258 ( 100 % )
2018-06-10 13:28:06 INFO |  -> Selected 78258 entries ( 100 % ). Overall 2120894 ( 21.2089 % ) of required 10000000 entries.
2018-06-10 13:28:06 INFO | Using evaluation file (247/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27373001/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:28:06 INFO |  -> Pre-selected 78440 entries from 78440 ( 100 % )
2018-06-10 13:30:01 INFO |  -> Selected 78440 entries ( 100 % ). Overall 2199334 ( 21.9933 % ) of required 10000000 entries.
2018-06-10 13:30:01 INFO | Using evaluation file (248/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:30:01 INFO |  -> Pre-selected 64613 entries from 64613 ( 100 % )
2018-06-10 13:31:28 INFO |  -> Selected 64613 entries ( 100 % ). Overall 2263947 ( 22.6395 % ) of required 10000000 entries.
2018-06-10 13:31:28 INFO | Using evaluation file (249/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:31:28 INFO |  -> Pre-selected 79963 entries from 79963 ( 100 % )
2018-06-10 13:33:25 INFO |  -> Selected 79963 entries ( 100 % ). Overall 2343910 ( 23.4391 % ) of required 10000000 entries.
2018-06-10 13:33:25 INFO | Using evaluation file (250/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:33:25 INFO |  -> Pre-selected 79596 entries from 79596 ( 100 % )
2018-06-10 13:35:23 INFO |  -> Selected 79596 entries ( 100 % ). Overall 2423506 ( 24.2351 % ) of required 10000000 entries.
2018-06-10 13:35:23 INFO | Using evaluation file (251/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:35:23 INFO |  -> Pre-selected 75579 entries from 75579 ( 100 % )
2018-06-10 13:37:13 INFO |  -> Selected 75579 entries ( 100 % ). Overall 2499085 ( 24.9908 % ) of required 10000000 entries.
2018-06-10 13:37:13 INFO | Using evaluation file (252/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:37:13 INFO |  -> Pre-selected 79374 entries from 79374 ( 100 % )
2018-06-10 13:39:10 INFO |  -> Selected 79374 entries ( 100 % ). Overall 2578459 ( 25.7846 % ) of required 10000000 entries.
2018-06-10 13:39:10 INFO | Using evaluation file (253/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:39:10 INFO |  -> Pre-selected 79761 entries from 79761 ( 100 % )
2018-06-10 13:41:08 INFO |  -> Selected 79761 entries ( 100 % ). Overall 2658220 ( 26.5822 % ) of required 10000000 entries.
2018-06-10 13:41:08 INFO | Using evaluation file (254/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:41:09 INFO |  -> Pre-selected 78531 entries from 78531 ( 100 % )
2018-06-10 13:42:57 INFO |  -> Selected 78531 entries ( 100 % ). Overall 2736751 ( 27.3675 % ) of required 10000000 entries.
2018-06-10 13:42:57 INFO | Using evaluation file (255/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:42:58 INFO |  -> Pre-selected 80064 entries from 80064 ( 100 % )
2018-06-10 13:44:41 INFO |  -> Selected 80064 entries ( 100 % ). Overall 2816815 ( 28.1682 % ) of required 10000000 entries.
2018-06-10 13:44:41 INFO | Using evaluation file (256/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:44:41 INFO |  -> Pre-selected 78281 entries from 78281 ( 100 % )
2018-06-10 13:46:27 INFO |  -> Selected 78281 entries ( 100 % ). Overall 2895096 ( 28.951 % ) of required 10000000 entries.
2018-06-10 13:46:27 INFO | Using evaluation file (257/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:46:27 INFO |  -> Pre-selected 75651 entries from 75651 ( 100 % )
2018-06-10 13:48:04 INFO |  -> Selected 75651 entries ( 100 % ). Overall 2970747 ( 29.7075 % ) of required 10000000 entries.
2018-06-10 13:48:04 INFO | Using evaluation file (258/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15336011/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:48:05 INFO |  -> Pre-selected 81736 entries from 81736 ( 100 % )
2018-06-10 13:49:51 INFO |  -> Selected 81736 entries ( 100 % ). Overall 3052483 ( 30.5248 % ) of required 10000000 entries.
2018-06-10 13:49:51 INFO | Using evaluation file (259/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000060.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:49:51 INFO |  -> Pre-selected 82897 entries from 82897 ( 100 % )
2018-06-10 13:51:43 INFO |  -> Selected 82897 entries ( 100 % ). Overall 3135380 ( 31.3538 % ) of required 10000000 entries.
2018-06-10 13:51:44 INFO | Using evaluation file (260/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000082.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:51:44 INFO |  -> Pre-selected 81417 entries from 81417 ( 100 % )
2018-06-10 13:53:33 INFO |  -> Selected 81417 entries ( 100 % ). Overall 3216797 ( 32.168 % ) of required 10000000 entries.
2018-06-10 13:53:33 INFO | Using evaluation file (261/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:53:33 INFO |  -> Pre-selected 77240 entries from 77240 ( 100 % )
2018-06-10 13:55:17 INFO |  -> Selected 77240 entries ( 100 % ). Overall 3294037 ( 32.9404 % ) of required 10000000 entries.
2018-06-10 13:55:17 INFO | Using evaluation file (262/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:55:17 INFO |  -> Pre-selected 79696 entries from 79696 ( 100 % )
2018-06-10 13:57:03 INFO |  -> Selected 79696 entries ( 100 % ). Overall 3373733 ( 33.7373 % ) of required 10000000 entries.
2018-06-10 13:57:03 INFO | Using evaluation file (263/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:57:03 INFO |  -> Pre-selected 83093 entries from 83093 ( 100 % )
2018-06-10 13:58:54 INFO |  -> Selected 83093 entries ( 100 % ). Overall 3456826 ( 34.5683 % ) of required 10000000 entries.
2018-06-10 13:58:54 INFO | Using evaluation file (264/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 13:58:54 INFO |  -> Pre-selected 83479 entries from 83479 ( 100 % )
2018-06-10 14:00:45 INFO |  -> Selected 83479 entries ( 100 % ). Overall 3540305 ( 35.4031 % ) of required 10000000 entries.
2018-06-10 14:00:45 INFO | Using evaluation file (265/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:00:45 INFO |  -> Pre-selected 81316 entries from 81316 ( 100 % )
2018-06-10 14:02:33 INFO |  -> Selected 81316 entries ( 100 % ). Overall 3621621 ( 36.2162 % ) of required 10000000 entries.
2018-06-10 14:02:33 INFO | Using evaluation file (266/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:02:33 INFO |  -> Pre-selected 76488 entries from 76488 ( 100 % )
2018-06-10 14:04:13 INFO |  -> Selected 76488 entries ( 100 % ). Overall 3698109 ( 36.9811 % ) of required 10000000 entries.
2018-06-10 14:04:13 INFO | Using evaluation file (267/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:04:13 INFO |  -> Pre-selected 78855 entries from 78855 ( 100 % )
2018-06-10 14:05:54 INFO |  -> Selected 78855 entries ( 100 % ). Overall 3776964 ( 37.7696 % ) of required 10000000 entries.
2018-06-10 14:05:54 INFO | Using evaluation file (268/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:05:54 INFO |  -> Pre-selected 82694 entries from 82694 ( 100 % )
2018-06-10 14:07:40 INFO |  -> Selected 82694 entries ( 100 % ). Overall 3859658 ( 38.5966 % ) of required 10000000 entries.
2018-06-10 14:07:40 INFO | Using evaluation file (269/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:07:40 INFO |  -> Pre-selected 81214 entries from 81214 ( 100 % )
2018-06-10 14:09:23 INFO |  -> Selected 81214 entries ( 100 % ). Overall 3940872 ( 39.4087 % ) of required 10000000 entries.
2018-06-10 14:09:23 INFO | Using evaluation file (270/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:09:23 INFO |  -> Pre-selected 77786 entries from 77786 ( 100 % )
2018-06-10 14:11:00 INFO |  -> Selected 77786 entries ( 100 % ). Overall 4018658 ( 40.1866 % ) of required 10000000 entries.
2018-06-10 14:11:00 INFO | Using evaluation file (271/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:11:00 INFO |  -> Pre-selected 74754 entries from 74754 ( 100 % )
2018-06-10 14:12:34 INFO |  -> Selected 74754 entries ( 100 % ). Overall 4093412 ( 40.9341 % ) of required 10000000 entries.
2018-06-10 14:12:34 INFO | Using evaluation file (272/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:12:34 INFO |  -> Pre-selected 78964 entries from 78964 ( 100 % )
2018-06-10 14:14:14 INFO |  -> Selected 78964 entries ( 100 % ). Overall 4172376 ( 41.7238 % ) of required 10000000 entries.
2018-06-10 14:14:14 INFO | Using evaluation file (273/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:14:14 INFO |  -> Pre-selected 79983 entries from 79983 ( 100 % )
2018-06-10 14:15:56 INFO |  -> Selected 79983 entries ( 100 % ). Overall 4252359 ( 42.5236 % ) of required 10000000 entries.
2018-06-10 14:15:56 INFO | Using evaluation file (274/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:15:56 INFO |  -> Pre-selected 78184 entries from 78184 ( 100 % )
2018-06-10 14:17:37 INFO |  -> Selected 78184 entries ( 100 % ). Overall 4330543 ( 43.3054 % ) of required 10000000 entries.
2018-06-10 14:17:37 INFO | Using evaluation file (275/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:17:37 INFO |  -> Pre-selected 56448 entries from 56448 ( 100 % )
2018-06-10 14:18:50 INFO |  -> Selected 56448 entries ( 100 % ). Overall 4386991 ( 43.8699 % ) of required 10000000 entries.
2018-06-10 14:18:50 INFO | Using evaluation file (276/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:18:50 INFO |  -> Pre-selected 74452 entries from 74452 ( 100 % )
2018-06-10 14:20:26 INFO |  -> Selected 74452 entries ( 100 % ). Overall 4461443 ( 44.6144 % ) of required 10000000 entries.
2018-06-10 14:20:26 INFO | Using evaluation file (277/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:20:26 INFO |  -> Pre-selected 79836 entries from 79836 ( 100 % )
2018-06-10 14:22:08 INFO |  -> Selected 79836 entries ( 100 % ). Overall 4541279 ( 45.4128 % ) of required 10000000 entries.
2018-06-10 14:22:08 INFO | Using evaluation file (278/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000059.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:22:09 INFO |  -> Pre-selected 73850 entries from 73850 ( 100 % )
2018-06-10 14:23:43 INFO |  -> Selected 73850 entries ( 100 % ). Overall 4615129 ( 46.1513 % ) of required 10000000 entries.
2018-06-10 14:23:43 INFO | Using evaluation file (279/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000075.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:23:43 INFO |  -> Pre-selected 76498 entries from 76498 ( 100 % )
2018-06-10 14:25:22 INFO |  -> Selected 76498 entries ( 100 % ). Overall 4691627 ( 46.9163 % ) of required 10000000 entries.
2018-06-10 14:25:22 INFO | Using evaluation file (280/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:25:22 INFO |  -> Pre-selected 81087 entries from 81087 ( 100 % )
2018-06-10 14:27:07 INFO |  -> Selected 81087 entries ( 100 % ). Overall 4772714 ( 47.7271 % ) of required 10000000 entries.
2018-06-10 14:27:07 INFO | Using evaluation file (281/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:27:07 INFO |  -> Pre-selected 78099 entries from 78099 ( 100 % )
2018-06-10 14:28:48 INFO |  -> Selected 78099 entries ( 100 % ). Overall 4850813 ( 48.5081 % ) of required 10000000 entries.
2018-06-10 14:28:48 INFO | Using evaluation file (282/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:28:48 INFO |  -> Pre-selected 79376 entries from 79376 ( 100 % )
2018-06-10 14:30:29 INFO |  -> Selected 79376 entries ( 100 % ). Overall 4930189 ( 49.3019 % ) of required 10000000 entries.
2018-06-10 14:30:29 INFO | Using evaluation file (283/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:30:29 INFO |  -> Pre-selected 76030 entries from 76030 ( 100 % )
2018-06-10 14:32:06 INFO |  -> Selected 76030 entries ( 100 % ). Overall 5006219 ( 50.0622 % ) of required 10000000 entries.
2018-06-10 14:32:06 INFO | Using evaluation file (284/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:32:07 INFO |  -> Pre-selected 79716 entries from 79716 ( 100 % )
2018-06-10 14:33:48 INFO |  -> Selected 79716 entries ( 100 % ). Overall 5085935 ( 50.8593 % ) of required 10000000 entries.
2018-06-10 14:33:48 INFO | Using evaluation file (285/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:33:48 INFO |  -> Pre-selected 80374 entries from 80374 ( 100 % )
2018-06-10 14:35:32 INFO |  -> Selected 80374 entries ( 100 % ). Overall 5166309 ( 51.6631 % ) of required 10000000 entries.
2018-06-10 14:35:32 INFO | Using evaluation file (286/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:35:32 INFO |  -> Pre-selected 77152 entries from 77152 ( 100 % )
2018-06-10 14:37:10 INFO |  -> Selected 77152 entries ( 100 % ). Overall 5243461 ( 52.4346 % ) of required 10000000 entries.
2018-06-10 14:37:11 INFO | Using evaluation file (287/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:37:11 INFO |  -> Pre-selected 80242 entries from 80242 ( 100 % )
2018-06-10 14:38:53 INFO |  -> Selected 80242 entries ( 100 % ). Overall 5323703 ( 53.237 % ) of required 10000000 entries.
2018-06-10 14:38:53 INFO | Using evaluation file (288/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:38:53 INFO |  -> Pre-selected 81534 entries from 81534 ( 100 % )
2018-06-10 14:40:38 INFO |  -> Selected 81534 entries ( 100 % ). Overall 5405237 ( 54.0524 % ) of required 10000000 entries.
2018-06-10 14:40:38 INFO | Using evaluation file (289/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:40:38 INFO |  -> Pre-selected 73128 entries from 73128 ( 100 % )
2018-06-10 14:42:12 INFO |  -> Selected 73128 entries ( 100 % ). Overall 5478365 ( 54.7837 % ) of required 10000000 entries.
2018-06-10 14:42:12 INFO | Using evaluation file (290/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:42:13 INFO |  -> Pre-selected 77330 entries from 77330 ( 100 % )
2018-06-10 14:43:52 INFO |  -> Selected 77330 entries ( 100 % ). Overall 5555695 ( 55.557 % ) of required 10000000 entries.
2018-06-10 14:43:52 INFO | Using evaluation file (291/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264031/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:43:52 INFO |  -> Pre-selected 18399 entries from 18399 ( 100 % )
2018-06-10 14:44:16 INFO |  -> Selected 18399 entries ( 100 % ). Overall 5574094 ( 55.7409 % ) of required 10000000 entries.
2018-06-10 14:44:16 INFO | Using evaluation file (292/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:44:16 INFO |  -> Pre-selected 77707 entries from 77707 ( 100 % )
2018-06-10 14:45:54 INFO |  -> Selected 77707 entries ( 100 % ). Overall 5651801 ( 56.518 % ) of required 10000000 entries.
2018-06-10 14:45:54 INFO | Using evaluation file (293/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:45:54 INFO |  -> Pre-selected 77866 entries from 77866 ( 100 % )
2018-06-10 14:47:33 INFO |  -> Selected 77866 entries ( 100 % ). Overall 5729667 ( 57.2967 % ) of required 10000000 entries.
2018-06-10 14:47:33 INFO | Using evaluation file (294/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27175002/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:47:33 INFO |  -> Pre-selected 39976 entries from 39976 ( 100 % )
2018-06-10 14:48:24 INFO |  -> Selected 39976 entries ( 100 % ). Overall 5769643 ( 57.6964 % ) of required 10000000 entries.
2018-06-10 14:48:24 INFO | Using evaluation file (295/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:48:24 INFO |  -> Pre-selected 77130 entries from 77130 ( 100 % )
2018-06-10 14:50:03 INFO |  -> Selected 77130 entries ( 100 % ). Overall 5846773 ( 58.4677 % ) of required 10000000 entries.
2018-06-10 14:50:03 INFO | Using evaluation file (296/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:50:03 INFO |  -> Pre-selected 76337 entries from 76337 ( 100 % )
2018-06-10 14:51:41 INFO |  -> Selected 76337 entries ( 100 % ). Overall 5923110 ( 59.2311 % ) of required 10000000 entries.
2018-06-10 14:51:41 INFO | Using evaluation file (297/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000016.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:51:41 INFO |  -> Pre-selected 77988 entries from 77988 ( 100 % )
2018-06-10 14:53:22 INFO |  -> Selected 77988 entries ( 100 % ). Overall 6001098 ( 60.011 % ) of required 10000000 entries.
2018-06-10 14:53:22 INFO | Using evaluation file (298/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000123.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:53:22 INFO |  -> Pre-selected 79986 entries from 79986 ( 100 % )
2018-06-10 14:55:03 INFO |  -> Selected 79986 entries ( 100 % ). Overall 6081084 ( 60.8108 % ) of required 10000000 entries.
2018-06-10 14:55:03 INFO | Using evaluation file (299/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:55:04 INFO |  -> Pre-selected 76740 entries from 76740 ( 100 % )
2018-06-10 14:56:43 INFO |  -> Selected 76740 entries ( 100 % ). Overall 6157824 ( 61.5782 % ) of required 10000000 entries.
2018-06-10 14:56:43 INFO | Using evaluation file (300/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:56:43 INFO |  -> Pre-selected 75661 entries from 75661 ( 100 % )
2018-06-10 14:58:20 INFO |  -> Selected 75661 entries ( 100 % ). Overall 6233485 ( 62.3349 % ) of required 10000000 entries.
2018-06-10 14:58:20 INFO | Using evaluation file (301/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13134061/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:58:20 INFO |  -> Pre-selected 75836 entries from 75836 ( 100 % )
2018-06-10 14:59:57 INFO |  -> Selected 75836 entries ( 100 % ). Overall 6309321 ( 63.0932 % ) of required 10000000 entries.
2018-06-10 14:59:57 INFO | Using evaluation file (302/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 14:59:57 INFO |  -> Pre-selected 81209 entries from 81209 ( 100 % )
2018-06-10 15:01:42 INFO |  -> Selected 81209 entries ( 100 % ). Overall 6390530 ( 63.9053 % ) of required 10000000 entries.
2018-06-10 15:01:42 INFO | Using evaluation file (303/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:01:42 INFO |  -> Pre-selected 75964 entries from 75964 ( 100 % )
2018-06-10 15:03:19 INFO |  -> Selected 75964 entries ( 100 % ). Overall 6466494 ( 64.6649 % ) of required 10000000 entries.
2018-06-10 15:03:19 INFO | Using evaluation file (304/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:03:20 INFO |  -> Pre-selected 80766 entries from 80766 ( 100 % )
2018-06-10 15:05:03 INFO |  -> Selected 80766 entries ( 100 % ). Overall 6547260 ( 65.4726 % ) of required 10000000 entries.
2018-06-10 15:05:03 INFO | Using evaluation file (305/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:05:04 INFO |  -> Pre-selected 14840 entries from 14840 ( 100 % )
2018-06-10 15:05:23 INFO |  -> Selected 14840 entries ( 100 % ). Overall 6562100 ( 65.621 % ) of required 10000000 entries.
2018-06-10 15:05:23 INFO | Using evaluation file (306/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:05:23 INFO |  -> Pre-selected 19885 entries from 19885 ( 100 % )
2018-06-10 15:05:48 INFO |  -> Selected 19885 entries ( 100 % ). Overall 6581985 ( 65.8199 % ) of required 10000000 entries.
2018-06-10 15:05:48 INFO | Using evaluation file (307/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:05:48 INFO |  -> Pre-selected 74787 entries from 74787 ( 100 % )
2018-06-10 15:07:25 INFO |  -> Selected 74787 entries ( 100 % ). Overall 6656772 ( 66.5677 % ) of required 10000000 entries.
2018-06-10 15:07:25 INFO | Using evaluation file (308/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:07:25 INFO |  -> Pre-selected 61267 entries from 61267 ( 100 % )
2018-06-10 15:08:44 INFO |  -> Selected 61267 entries ( 100 % ). Overall 6718039 ( 67.1804 % ) of required 10000000 entries.
2018-06-10 15:08:44 INFO | Using evaluation file (309/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:08:44 INFO |  -> Pre-selected 77643 entries from 77643 ( 100 % )
2018-06-10 15:10:22 INFO |  -> Selected 77643 entries ( 100 % ). Overall 6795682 ( 67.9568 % ) of required 10000000 entries.
2018-06-10 15:10:22 INFO | Using evaluation file (310/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:10:22 INFO |  -> Pre-selected 85166 entries from 85166 ( 100 % )
2018-06-10 15:12:13 INFO |  -> Selected 85166 entries ( 100 % ). Overall 6880848 ( 68.8085 % ) of required 10000000 entries.
2018-06-10 15:12:13 INFO | Using evaluation file (311/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:12:13 INFO |  -> Pre-selected 77448 entries from 77448 ( 100 % )
2018-06-10 15:13:52 INFO |  -> Selected 77448 entries ( 100 % ). Overall 6958296 ( 69.583 % ) of required 10000000 entries.
2018-06-10 15:13:52 INFO | Using evaluation file (312/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:13:52 INFO |  -> Pre-selected 76962 entries from 76962 ( 100 % )
2018-06-10 15:15:32 INFO |  -> Selected 76962 entries ( 100 % ). Overall 7035258 ( 70.3526 % ) of required 10000000 entries.
2018-06-10 15:15:32 INFO | Using evaluation file (313/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:15:32 INFO |  -> Pre-selected 78752 entries from 78752 ( 100 % )
2018-06-10 15:17:12 INFO |  -> Selected 78752 entries ( 100 % ). Overall 7114010 ( 71.1401 % ) of required 10000000 entries.
2018-06-10 15:17:12 INFO | Using evaluation file (314/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:17:13 INFO |  -> Pre-selected 76622 entries from 76622 ( 100 % )
2018-06-10 15:18:51 INFO |  -> Selected 76622 entries ( 100 % ). Overall 7190632 ( 71.9063 % ) of required 10000000 entries.
2018-06-10 15:18:51 INFO | Using evaluation file (315/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000016.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:18:51 INFO |  -> Pre-selected 48423 entries from 48423 ( 100 % )
2018-06-10 15:19:53 INFO |  -> Selected 48423 entries ( 100 % ). Overall 7239055 ( 72.3906 % ) of required 10000000 entries.
2018-06-10 15:19:53 INFO | Using evaluation file (316/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000016.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:19:54 INFO |  -> Pre-selected 79275 entries from 79275 ( 100 % )
2018-06-10 15:21:36 INFO |  -> Selected 79275 entries ( 100 % ). Overall 7318330 ( 73.1833 % ) of required 10000000 entries.
2018-06-10 15:21:36 INFO | Using evaluation file (317/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:21:36 INFO |  -> Pre-selected 79534 entries from 79534 ( 100 % )
2018-06-10 15:23:17 INFO |  -> Selected 79534 entries ( 100 % ). Overall 7397864 ( 73.9786 % ) of required 10000000 entries.
2018-06-10 15:23:17 INFO | Using evaluation file (318/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000062.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:23:17 INFO |  -> Pre-selected 79798 entries from 79798 ( 100 % )
2018-06-10 15:25:00 INFO |  -> Selected 79798 entries ( 100 % ). Overall 7477662 ( 74.7766 % ) of required 10000000 entries.
2018-06-10 15:25:00 INFO | Using evaluation file (319/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:25:00 INFO |  -> Pre-selected 81961 entries from 81961 ( 100 % )
2018-06-10 15:26:44 INFO |  -> Selected 81961 entries ( 100 % ). Overall 7559623 ( 75.5962 % ) of required 10000000 entries.
2018-06-10 15:26:44 INFO | Using evaluation file (320/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:26:45 INFO |  -> Pre-selected 63200 entries from 63200 ( 100 % )
2018-06-10 15:28:06 INFO |  -> Selected 63200 entries ( 100 % ). Overall 7622823 ( 76.2282 % ) of required 10000000 entries.
2018-06-10 15:28:06 INFO | Using evaluation file (321/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:28:06 INFO |  -> Pre-selected 83900 entries from 83900 ( 100 % )
2018-06-10 15:29:53 INFO |  -> Selected 83900 entries ( 100 % ). Overall 7706723 ( 77.0672 % ) of required 10000000 entries.
2018-06-10 15:29:53 INFO | Using evaluation file (322/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:29:53 INFO |  -> Pre-selected 63886 entries from 63886 ( 100 % )
2018-06-10 15:31:15 INFO |  -> Selected 63886 entries ( 100 % ). Overall 7770609 ( 77.7061 % ) of required 10000000 entries.
2018-06-10 15:31:15 INFO | Using evaluation file (323/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:31:15 INFO |  -> Pre-selected 71349 entries from 71349 ( 100 % )
2018-06-10 15:32:46 INFO |  -> Selected 71349 entries ( 100 % ). Overall 7841958 ( 78.4196 % ) of required 10000000 entries.
2018-06-10 15:32:46 INFO | Using evaluation file (324/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:32:46 INFO |  -> Pre-selected 78180 entries from 78180 ( 100 % )
2018-06-10 15:34:25 INFO |  -> Selected 78180 entries ( 100 % ). Overall 7920138 ( 79.2014 % ) of required 10000000 entries.
2018-06-10 15:34:25 INFO | Using evaluation file (325/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:34:25 INFO |  -> Pre-selected 80988 entries from 80988 ( 100 % )
2018-06-10 15:36:09 INFO |  -> Selected 80988 entries ( 100 % ). Overall 8001126 ( 80.0113 % ) of required 10000000 entries.
2018-06-10 15:36:09 INFO | Using evaluation file (326/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:36:09 INFO |  -> Pre-selected 84710 entries from 84710 ( 100 % )
2018-06-10 15:37:56 INFO |  -> Selected 84710 entries ( 100 % ). Overall 8085836 ( 80.8584 % ) of required 10000000 entries.
2018-06-10 15:37:56 INFO | Using evaluation file (327/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:37:56 INFO |  -> Pre-selected 63535 entries from 63535 ( 100 % )
2018-06-10 15:39:11 INFO |  -> Selected 63535 entries ( 100 % ). Overall 8149371 ( 81.4937 % ) of required 10000000 entries.
2018-06-10 15:39:11 INFO | Using evaluation file (328/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:39:11 INFO |  -> Pre-selected 56719 entries from 56719 ( 100 % )
2018-06-10 15:40:13 INFO |  -> Selected 56719 entries ( 100 % ). Overall 8206090 ( 82.0609 % ) of required 10000000 entries.
2018-06-10 15:40:13 INFO | Using evaluation file (329/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000059.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:40:13 INFO |  -> Pre-selected 83090 entries from 83090 ( 100 % )
2018-06-10 15:41:33 INFO |  -> Selected 83090 entries ( 100 % ). Overall 8289180 ( 82.8918 % ) of required 10000000 entries.
2018-06-10 15:41:33 INFO | Using evaluation file (330/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000098.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:41:33 INFO |  -> Pre-selected 81275 entries from 81275 ( 100 % )
2018-06-10 15:42:47 INFO |  -> Selected 81275 entries ( 100 % ). Overall 8370455 ( 83.7045 % ) of required 10000000 entries.
2018-06-10 15:42:47 INFO | Using evaluation file (331/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:42:47 INFO |  -> Pre-selected 80700 entries from 80700 ( 100 % )
2018-06-10 15:43:54 INFO |  -> Selected 80700 entries ( 100 % ). Overall 8451155 ( 84.5115 % ) of required 10000000 entries.
2018-06-10 15:43:54 INFO | Using evaluation file (332/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:43:54 INFO |  -> Pre-selected 19485 entries from 19485 ( 100 % )
2018-06-10 15:44:10 INFO |  -> Selected 19485 entries ( 100 % ). Overall 8470640 ( 84.7064 % ) of required 10000000 entries.
2018-06-10 15:44:10 INFO | Using evaluation file (333/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:44:11 INFO |  -> Pre-selected 79629 entries from 79629 ( 100 % )
2018-06-10 15:45:16 INFO |  -> Selected 79629 entries ( 100 % ). Overall 8550269 ( 85.5027 % ) of required 10000000 entries.
2018-06-10 15:45:16 INFO | Using evaluation file (334/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:45:17 INFO |  -> Pre-selected 77161 entries from 77161 ( 100 % )
2018-06-10 15:46:22 INFO |  -> Selected 77161 entries ( 100 % ). Overall 8627430 ( 86.2743 % ) of required 10000000 entries.
2018-06-10 15:46:22 INFO | Using evaluation file (335/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:46:22 INFO |  -> Pre-selected 82000 entries from 82000 ( 100 % )
2018-06-10 15:47:37 INFO |  -> Selected 82000 entries ( 100 % ). Overall 8709430 ( 87.0943 % ) of required 10000000 entries.
2018-06-10 15:47:37 INFO | Using evaluation file (336/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:47:37 INFO |  -> Pre-selected 73637 entries from 73637 ( 100 % )
2018-06-10 15:48:41 INFO |  -> Selected 73637 entries ( 100 % ). Overall 8783067 ( 87.8307 % ) of required 10000000 entries.
2018-06-10 15:48:41 INFO | Using evaluation file (337/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:48:41 INFO |  -> Pre-selected 77663 entries from 77663 ( 100 % )
2018-06-10 15:49:46 INFO |  -> Selected 77663 entries ( 100 % ). Overall 8860730 ( 88.6073 % ) of required 10000000 entries.
2018-06-10 15:49:46 INFO | Using evaluation file (338/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:49:47 INFO |  -> Pre-selected 79532 entries from 79532 ( 100 % )
2018-06-10 15:50:54 INFO |  -> Selected 79532 entries ( 100 % ). Overall 8940262 ( 89.4026 % ) of required 10000000 entries.
2018-06-10 15:50:54 INFO | Using evaluation file (339/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:50:54 INFO |  -> Pre-selected 71854 entries from 71854 ( 100 % )
2018-06-10 15:51:55 INFO |  -> Selected 71854 entries ( 100 % ). Overall 9012116 ( 90.1212 % ) of required 10000000 entries.
2018-06-10 15:51:55 INFO | Using evaluation file (340/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:51:56 INFO |  -> Pre-selected 71104 entries from 71104 ( 100 % )
2018-06-10 15:52:56 INFO |  -> Selected 71104 entries ( 100 % ). Overall 9083220 ( 90.8322 % ) of required 10000000 entries.
2018-06-10 15:52:56 INFO | Using evaluation file (341/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:52:56 INFO |  -> Pre-selected 80439 entries from 80439 ( 100 % )
2018-06-10 15:54:04 INFO |  -> Selected 80439 entries ( 100 % ). Overall 9163659 ( 91.6366 % ) of required 10000000 entries.
2018-06-10 15:54:04 INFO | Using evaluation file (342/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:54:04 INFO |  -> Pre-selected 78946 entries from 78946 ( 100 % )
2018-06-10 15:55:10 INFO |  -> Selected 78946 entries ( 100 % ). Overall 9242605 ( 92.4261 % ) of required 10000000 entries.
2018-06-10 15:55:10 INFO | Using evaluation file (343/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:55:10 INFO |  -> Pre-selected 78289 entries from 78289 ( 100 % )
2018-06-10 15:56:15 INFO |  -> Selected 78289 entries ( 100 % ). Overall 9320894 ( 93.2089 % ) of required 10000000 entries.
2018-06-10 15:56:15 INFO | Using evaluation file (344/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:56:15 INFO |  -> Pre-selected 79316 entries from 79316 ( 100 % )
2018-06-10 15:57:23 INFO |  -> Selected 79316 entries ( 100 % ). Overall 9400210 ( 94.0021 % ) of required 10000000 entries.
2018-06-10 15:57:23 INFO | Using evaluation file (345/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:57:23 INFO |  -> Pre-selected 75382 entries from 75382 ( 100 % )
2018-06-10 15:58:28 INFO |  -> Selected 75382 entries ( 100 % ). Overall 9475592 ( 94.7559 % ) of required 10000000 entries.
2018-06-10 15:58:28 INFO | Using evaluation file (346/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:58:28 INFO |  -> Pre-selected 81278 entries from 81278 ( 100 % )
2018-06-10 15:59:39 INFO |  -> Selected 81278 entries ( 100 % ). Overall 9556870 ( 95.5687 % ) of required 10000000 entries.
2018-06-10 15:59:39 INFO | Using evaluation file (347/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 15:59:39 INFO |  -> Pre-selected 77998 entries from 77998 ( 100 % )
2018-06-10 16:00:47 INFO |  -> Selected 77998 entries ( 100 % ). Overall 9634868 ( 96.3487 % ) of required 10000000 entries.
2018-06-10 16:00:47 INFO | Using evaluation file (348/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 16:00:47 INFO |  -> Pre-selected 61736 entries from 61736 ( 100 % )
2018-06-10 16:01:39 INFO |  -> Selected 61736 entries ( 100 % ). Overall 9696604 ( 96.966 % ) of required 10000000 entries.
2018-06-10 16:01:39 INFO | Using evaluation file (349/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 16:01:40 INFO |  -> Pre-selected 77987 entries from 77987 ( 100 % )
2018-06-10 16:02:45 INFO |  -> Selected 77987 entries ( 100 % ). Overall 9774591 ( 97.7459 % ) of required 10000000 entries.
2018-06-10 16:02:45 INFO | Using evaluation file (350/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 16:02:45 INFO |  -> Pre-selected 73533 entries from 73533 ( 100 % )
2018-06-10 16:03:48 INFO |  -> Selected 73533 entries ( 100 % ). Overall 9848124 ( 98.4812 % ) of required 10000000 entries.
2018-06-10 16:03:48 INFO | Using evaluation file (351/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 16:03:48 INFO |  -> Pre-selected 73917 entries from 73917 ( 100 % )
2018-06-10 16:04:51 INFO |  -> Selected 73917 entries ( 100 % ). Overall 9922041 ( 99.2204 % ) of required 10000000 entries.
2018-06-10 16:04:51 INFO | Using evaluation file (352/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-10 16:04:51 INFO |  -> Pre-selected 80730 entries from 80730 ( 100 % )
2018-06-10 16:05:58 INFO |  -> Selected 77959 entries ( 96.5676 % ). Overall 10000000 ( 100 % ) of required 10000000 entries.
2018-06-10 16:05:58 INFO | Considered 10000000 tracks for input to MVA evaluation
2018-06-10 16:05:58 INFO |   Sel. Eff. = 100%
2018-06-10 16:05:58 INFO | Selected 10000000 tracks for input to MVA evaluation
2018-06-10 16:05:58 INFO |   Ghost percentage = 63.8137%
2018-06-10 16:05:58 INFO |   Electron percentage = 0.18741%
2018-06-10 16:05:58 INFO |   Muon percentage = 1.56334%
2018-06-10 16:05:58 INFO |   Pion percentage = 26.8509%
2018-06-10 16:05:58 INFO |   Kaon percentage = 1.14433%
2018-06-10 16:05:58 INFO |   Proton percentage = 6.44007%
2018-06-10 16:05:58 INFO | Skipped 1 contributions below 0.01%
2018-06-10 16:05:58 INFO | Skipped 2 contributions below 0.01%
2018-06-10 16:05:58 INFO | Skipped 3 contributions below 0.01%
2018-06-10 16:05:58 INFO | Making Input Variable plots
2018-06-10 16:06:10 INFO | Making MVA V Input Variable plots
2018-06-10 16:06:17 INFO | Making DLL V Input Variable plots
2018-06-10 16:06:23 INFO | Making purity plots
2018-06-10 16:06:23 INFO | Making MVA Output plots
2018-06-10 16:06:23 INFO | Making DLL Output plots
2018-06-10 16:06:24 INFO | Making MVA DLL Correlation plots
2018-06-10 16:06:24 INFO | Making MVA V P eff plots
2018-06-10 16:06:32 INFO | Making DLL V P eff plots
2018-06-10 16:06:43 INFO | Making MVA eff. V DLL cut plots
2018-06-10 16:06:49 INFO | Making DLL eff. V MVA cut plots
2018-06-10 16:06:53 INFO | Making final performance plots ...
2018-06-10 16:06:54 INFO | Creating Eff V Purity text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVPurity-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-10 16:06:54 INFO |  -> Filling 79 data points
2018-06-10 16:06:54 INFO | Creating Eff V Electron MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVElectronMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-10 16:06:54 INFO |  -> Filling 71 data points
2018-06-10 16:06:54 INFO | Creating Eff V Ghost MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVGhostMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-10 16:06:54 INFO |  -> Filling 73 data points
2018-06-10 16:06:54 INFO | Creating Eff V Kaon MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVKaonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-10 16:06:54 INFO |  -> Filling 69 data points
2018-06-10 16:06:54 INFO | Creating Eff V Muon MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVMuonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-10 16:06:54 INFO |  -> Filling 71 data points
2018-06-10 16:06:54 INFO | Creating Eff V Proton MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamPionEffVProtonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.2-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-10 16:06:54 INFO |  -> Filling 70 data points
2018-06-10 16:06:54 INFO | Closing Downstream-Pion-evaluation.root
2018-06-10 16:07:17 INFO | Finished...
removed ‘train-config.txt’
removed ‘MVA.txt’
removed ‘ProtoPIDTeacher.exe’
removed ‘EVALUATION-RUNNING’
removed ‘UpgradeSim09cUp02RecoUp01-EvalFiles-Mixture.txt’
removed ‘TrainingFiles-Mixture.txt’
removed ‘Downstream-Pion-evaluation.root’
Scientific Linux CERN SLC release 6.9 (Carbon)
Sun 10 Jun 16:07:20 BST 2018