Fri Jun 22 09:50:34 BST 2018
Linux pclw 2.6.32-696.20.1.el6.x86_64 #1 SMP Thu Jan 25 16:19:46 CET 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/GhostAccFrac0.1/PrAccF1.0/KaAccF0.1/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream
Will use ionice
`/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-Upgrade-Sim09cUp02RecoUp01/GlobalPID_Proton_Downstream_ANN.txt' -> `./GlobalPID_Proton_Downstream_ANN.txt'
2018-06-22 09:50:46 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache'
2018-06-22 09:50:46 INFO | Network Config file      = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.1/PrAccF1.0/KaAccF0.1/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/GlobalPID_Proton_Downstream_ANN.txt
2018-06-22 09:50:46 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.1/PrAccF1.0/KaAccF0.1/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/train-config.txt
2018-06-22 09:50:46 INFO | Particle type    = Proton
2018-06-22 09:50:46 INFO | Background types = All
2018-06-22 09:50:46 INFO | Training Mix     = NaturalMix
2018-06-22 09:50:46 INFO | Track type       = Downstream
2018-06-22 09:50:46 INFO | Track PresSel    = NoTrackPreSelection.txt
2018-06-22 09:50:46 INFO | Network type     = TMVA
2018-06-22 09:50:46 INFO | Ghost treatment  = Ghosts Ghosts
2018-06-22 09:50:46 INFO | MC Track sel.    = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt
2018-06-22 09:50:46 INFO | Reweighting      = NoReweight
2018-06-22 09:50:46 INFO | Output file      = GlobalPID_Proton_Downstream_TMVA.weights.xml
2018-06-22 09:50:46 INFO | Skipping input #TrackCloneDist
2018-06-22 09:50:46 INFO | Skipping input #RichAboveElThres
2018-06-22 09:50:46 INFO | Skipping input #RichAboveMuThres
2018-06-22 09:50:46 INFO | Skipping input #new
2018-06-22 09:50:46 INFO | Creating selection from 'NoTrackPreSelection.txt'
2018-06-22 09:50:46 INFO |  -> # very very loose. Essentially no cuts
2018-06-22 09:50:46 INFO |   -> TrackP                > 0
2018-06-22 09:50:46 INFO |   -> TrackPt               > 0
2018-06-22 09:50:46 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-06-22 09:50:46 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-06-22 09:50:46 INFO | Training sample size (excluding ghosts) = 1800000
2018-06-22 09:50:46 INFO | Evaluation sample size                  = 10000000
2018-06-22 09:50:46 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.1/PrAccF1.0/KaAccF0.1/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/MVA.txt
2018-06-22 09:50:46 INFO |  -> NBTASK = CLA
2018-06-22 09:50:46 INFO |  -> NBMOM = 0.0
2018-06-22 09:50:46 INFO |  -> NBREG = ALL
2018-06-22 09:50:46 INFO |  -> TMVAVALIDATIONFRAC = 0.3
2018-06-22 09:50:46 INFO |  -> TMVATESTFRAC = 0.3
2018-06-22 09:50:46 INFO |  -> MaxTrainSizeFactor = 1.5
2018-06-22 09:50:46 INFO |  -> HiddenLayer1ScaleFactor = 1.6
2018-06-22 09:50:46 INFO |  -> HiddenLayer2ScaleFactor = 1.6
2018-06-22 09:50:46 INFO |  -> GhostAcceptFraction = 0.1
2018-06-22 09:50:46 INFO |  -> PionAcceptFraction = 1.0
2018-06-22 09:50:46 INFO |  -> KaonAcceptFraction = 0.1
2018-06-22 09:50:46 INFO |  -> ProtonAcceptFraction = 1.0
2018-06-22 09:50:46 INFO |  -> ReuseTrainingFiles = 0
2018-06-22 09:50:46 INFO |  -> TrainingYear = UpgradeSim09cUp02RecoUp01
2018-06-22 09:50:46 INFO |  -> TMVAMETHOD = MLP
2018-06-22 09:50:46 INFO |  -> TMVAUSEREGULATOR = false
2018-06-22 09:50:46 INFO |  -> TMVAMLPNCYCLES = 750
2018-06-22 09:50:46 INFO |  -> TMVAVARTRANSFORM = Norm
2018-06-22 09:50:46 INFO |  -> TMVAMLPNEURONTYPE = sigmoid
2018-06-22 09:50:46 INFO |  -> TMVAMLPMETHOD = BP
2018-06-22 09:50:46 INFO |  -> TMVAMLPESTIMATORTYPE = CE
2018-06-22 09:50:46 INFO |  -> TMVAMLPCONVIMPROVE = 1e-16
2018-06-22 09:50:46 INFO |  -> TMVAMLPCONVTEST = 15
2018-06-22 09:50:46 INFO |  -> TMVABDTBOOSTTYPE = AdaBoost
2018-06-22 09:50:46 INFO |  -> TMVABDTNTREES = 800
2018-06-22 09:50:46 INFO |  -> TMVABDTPRUNEMETHOD = CostComplexity
2018-06-22 09:50:46 INFO |  -> TMVABDTMAXTREEDEPTH = 3
2018-06-22 09:50:46 INFO |  -> TMVADNNERRSTRAT = CROSSENTROPY
2018-06-22 09:50:46 INFO |  -> TMVADNNTRAINCONFA = UNDEFINED
2018-06-22 09:50:46 INFO |  -> TMVADNNTRAINCONFB = 
2018-06-22 09:50:46 INFO |  -> TMVADNNTRAINCONFC = 
2018-06-22 09:50:46 INFO |  -> TMVADNNLAYOUT = UNDEFINED
2018-06-22 09:50:46 INFO |  -> TMVADNNWEIGHTINIT = XAVIERUNIFORM
2018-06-22 09:50:46 INFO |  -> TMVADNNARCH = STANDARD
2018-06-22 09:50:46 INFO | Hidden Layer 1 scale = 1.6
2018-06-22 09:50:46 INFO | Hidden Layer 2 scale = 1.6
2018-06-22 09:50:46 INFO | Ghost Accept Fraction = 0.1
2018-06-22 09:50:46 INFO | Proton Accept Fraction = 1
2018-06-22 09:50:46 INFO | Kaon Accept Fraction = 0.1
2018-06-22 09:50:46 INFO | Pion Accept Fraction = 1
2018-06-22 09:50:46 INFO | Max Training sample size (with ghosts) = 2700000
2018-06-22 09:50:46 INFO | Training data year   = UpgradeSim09cUp02RecoUp01
2018-06-22 09:50:46 INFO | Evaluation data year = UpgradeSim09cUp02RecoUp01
2018-06-22 09:50:46 INFO | TMVA Output ROOT file Downstream-Proton-TMVA.root
2018-06-22 09:50:46 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"
2018-06-22 09:50:46 INFO | Input TrackP Type F
2018-06-22 09:50:46 INFO | Input TrackPt Type F
2018-06-22 09:50:46 INFO | Input TrackChi2PerDof Type F
2018-06-22 09:50:46 INFO | Input TrackNumDof Type I
2018-06-22 09:50:46 INFO | Input TrackGhostProbability Type F
2018-06-22 09:50:46 INFO | Input TrackFitTChi2 Type F
2018-06-22 09:50:46 INFO | Input TrackFitTNDoF Type I
2018-06-22 09:50:46 INFO | Input RichUsedR1Gas Type I
2018-06-22 09:50:46 INFO | Input RichUsedR2Gas Type I
2018-06-22 09:50:46 INFO | Input RichAbovePiThres Type I
2018-06-22 09:50:46 INFO | Input RichAboveKaThres Type I
2018-06-22 09:50:46 INFO | Input RichAbovePrThres Type I
2018-06-22 09:50:46 INFO | Input RichDLLe Type F
2018-06-22 09:50:46 INFO | Input RichDLLmu Type F
2018-06-22 09:50:46 INFO | Input RichDLLk Type F
2018-06-22 09:50:46 INFO | Input RichDLLp Type F
2018-06-22 09:50:46 INFO | Input RichDLLd Type F
2018-06-22 09:50:46 INFO | Input RichDLLbt Type F
2018-06-22 09:50:46 INFO | Input MuonMVA1 Type F
2018-06-22 09:50:46 INFO | Input MuonBkgLL Type F
2018-06-22 09:50:46 INFO | Input MuonMuLL Type F
2018-06-22 09:50:46 INFO | Input MuonIsMuon Type I
2018-06-22 09:50:46 INFO | Input MuonNShared Type I
2018-06-22 09:50:46 INFO | Input InAccMuon Type I
2018-06-22 09:50:46 INFO | Input MuonIsLooseMuon Type I
2018-06-22 09:50:46 INFO | Input InAccEcal Type I
2018-06-22 09:50:46 INFO | Input EcalPIDe Type F
2018-06-22 09:50:46 INFO | Input EcalPIDmu Type F
2018-06-22 09:50:46 INFO | Input InAccHcal Type I
2018-06-22 09:50:46 INFO | Input HcalPIDe Type F
2018-06-22 09:50:46 INFO | Input HcalPIDmu Type F
2018-06-22 09:50:46 INFO | Input CaloEoverP Type F
2018-06-22 09:50:46 INFO | Input CaloChargedEcal Type F
2018-06-22 09:50:46 INFO | Input CaloClusChi2 Type F
2018-06-22 09:50:46 INFO | Input CaloEcalChi2 Type F
2018-06-22 09:50:46 INFO | Input CaloEcalE Type F
2018-06-22 09:50:46 INFO | Input CaloHcalE Type F
2018-06-22 09:50:46 INFO | Input CaloElectronMatch Type F
2018-06-22 09:50:46 INFO | Input CaloTrMatch Type F
2018-06-22 09:50:46 INFO | Input CaloTrajectoryL Type F
2018-06-22 09:50:46 INFO | Input CombDLLe Type F
2018-06-22 09:50:46 INFO | Input CombDLLmu Type F
2018-06-22 09:50:46 INFO | Input Data file = TrainingFiles-Mixture.txt
2018-06-22 09:50:46 INFO | Using 3913 data files
2018-06-22 09:50:46 INFO | Training Datafile Selection hash = 9e53b2f5fadc17db
2018-06-22 09:50:46 INFO | Target selected entries per file = 4000
2018-06-22 09:50:46 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
2018-06-22 09:50:47 INFO |  -> Pre-selected 32252 entries from 78858 ( 40.8988 % )
2018-06-22 09:50:53 INFO |  -> Selected 6718 entries ( 8.51911 % ). Overall 4000 ( 0.222222 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:50:53 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
2018-06-22 09:50:53 INFO |  -> Pre-selected 32974 entries from 79086 ( 41.6939 % )
2018-06-22 09:50:58 INFO |  -> Selected 6744 entries ( 8.52743 % ). Overall 8000 ( 0.444444 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:50:58 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
2018-06-22 09:50:58 INFO |  -> Pre-selected 32091 entries from 78946 ( 40.6493 % )
2018-06-22 09:51:02 INFO |  -> Selected 6809 entries ( 8.62488 % ). Overall 12001 ( 0.666722 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:02 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
2018-06-22 09:51:02 INFO |  -> Pre-selected 16748 entries from 41093 ( 40.7563 % )
2018-06-22 09:51:04 INFO |  -> Selected 6883 entries ( 16.7498 % ). Overall 16002 ( 0.889 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:04 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
2018-06-22 09:51:04 INFO |  -> Pre-selected 31536 entries from 76453 ( 41.2489 % )
2018-06-22 09:51:07 INFO |  -> Selected 6889 entries ( 9.01076 % ). Overall 20003 ( 1.11128 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:07 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
2018-06-22 09:51:08 INFO |  -> Pre-selected 34627 entries from 81787 ( 42.338 % )
2018-06-22 09:51:11 INFO |  -> Selected 6589 entries ( 8.05629 % ). Overall 24004 ( 1.33356 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:11 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
2018-06-22 09:51:11 INFO |  -> Pre-selected 32725 entries from 75999 ( 43.0598 % )
2018-06-22 09:51:16 INFO |  -> Selected 6808 entries ( 8.95801 % ). Overall 28004 ( 1.55578 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:16 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
2018-06-22 09:51:17 INFO |  -> Pre-selected 32557 entries from 78525 ( 41.4607 % )
2018-06-22 09:51:21 INFO |  -> Selected 6798 entries ( 8.65712 % ). Overall 32004 ( 1.778 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:21 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
2018-06-22 09:51:21 INFO |  -> Pre-selected 32610 entries from 78000 ( 41.8077 % )
2018-06-22 09:51:27 INFO |  -> Selected 6733 entries ( 8.63205 % ). Overall 36004 ( 2.00022 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:27 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
2018-06-22 09:51:28 INFO |  -> Pre-selected 23995 entries from 58361 ( 41.1148 % )
2018-06-22 09:51:32 INFO |  -> Selected 6926 entries ( 11.8675 % ). Overall 40004 ( 2.22244 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:32 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
2018-06-22 09:51:32 INFO |  -> Pre-selected 32615 entries from 79365 ( 41.0949 % )
2018-06-22 09:51:36 INFO |  -> Selected 6981 entries ( 8.79607 % ). Overall 44005 ( 2.44472 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:36 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
2018-06-22 09:51:36 INFO |  -> Pre-selected 8076 entries from 19365 ( 41.7041 % )
2018-06-22 09:51:37 INFO |  -> Selected 6751 entries ( 34.8619 % ). Overall 48004 ( 2.66689 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:37 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
2018-06-22 09:51:38 INFO |  -> Pre-selected 30691 entries from 72600 ( 42.2741 % )
2018-06-22 09:51:41 INFO |  -> Selected 6762 entries ( 9.31405 % ). Overall 52005 ( 2.88917 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:41 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
2018-06-22 09:51:41 INFO |  -> Pre-selected 33226 entries from 82221 ( 40.4106 % )
2018-06-22 09:51:44 INFO |  -> Selected 6958 entries ( 8.46256 % ). Overall 56005 ( 3.11139 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:44 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
2018-06-22 09:51:44 INFO |  -> Pre-selected 32614 entries from 79990 ( 40.7726 % )
2018-06-22 09:51:48 INFO |  -> Selected 7055 entries ( 8.81985 % ). Overall 60005 ( 3.33361 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:48 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
2018-06-22 09:51:48 INFO |  -> Pre-selected 32077 entries from 76271 ( 42.0566 % )
2018-06-22 09:51:55 INFO |  -> Selected 6946 entries ( 9.107 % ). Overall 64005 ( 3.55583 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:55 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
2018-06-22 09:51:55 INFO |  -> Pre-selected 33490 entries from 80843 ( 41.426 % )
2018-06-22 09:51:59 INFO |  -> Selected 6647 entries ( 8.22211 % ). Overall 68005 ( 3.77806 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:51:59 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
2018-06-22 09:51:59 INFO |  -> Pre-selected 33873 entries from 82639 ( 40.9891 % )
2018-06-22 09:52:03 INFO |  -> Selected 6901 entries ( 8.35078 % ). Overall 72006 ( 4.00033 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:03 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
2018-06-22 09:52:03 INFO |  -> Pre-selected 31830 entries from 77392 ( 41.1283 % )
2018-06-22 09:52:06 INFO |  -> Selected 6901 entries ( 8.91694 % ). Overall 76006 ( 4.22256 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:06 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
2018-06-22 09:52:06 INFO |  -> Pre-selected 31226 entries from 74302 ( 42.0258 % )
2018-06-22 09:52:09 INFO |  -> Selected 6714 entries ( 9.0361 % ). Overall 80006 ( 4.44478 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:09 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
2018-06-22 09:52:10 INFO |  -> Pre-selected 33257 entries from 81183 ( 40.9655 % )
2018-06-22 09:52:13 INFO |  -> Selected 6826 entries ( 8.40816 % ). Overall 84007 ( 4.66706 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:13 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
2018-06-22 09:52:13 INFO |  -> Pre-selected 34310 entries from 83884 ( 40.9017 % )
2018-06-22 09:52:21 INFO |  -> Selected 6814 entries ( 8.12312 % ). Overall 88007 ( 4.88928 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:21 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
2018-06-22 09:52:21 INFO |  -> Pre-selected 32250 entries from 78324 ( 41.1751 % )
2018-06-22 09:52:26 INFO |  -> Selected 6940 entries ( 8.86063 % ). Overall 92007 ( 5.1115 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:26 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
2018-06-22 09:52:26 INFO |  -> Pre-selected 34551 entries from 80448 ( 42.9482 % )
2018-06-22 09:52:33 INFO |  -> Selected 6845 entries ( 8.5086 % ). Overall 96007 ( 5.33372 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:33 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
2018-06-22 09:52:33 INFO |  -> Pre-selected 33149 entries from 79967 ( 41.4533 % )
2018-06-22 09:52:39 INFO |  -> Selected 6908 entries ( 8.63856 % ). Overall 100007 ( 5.55594 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:39 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
2018-06-22 09:52:39 INFO |  -> Pre-selected 33027 entries from 79464 ( 41.5622 % )
2018-06-22 09:52:46 INFO |  -> Selected 6837 entries ( 8.6039 % ). Overall 104008 ( 5.77822 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:46 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
2018-06-22 09:52:46 INFO |  -> Pre-selected 36089 entries from 84386 ( 42.7666 % )
2018-06-22 09:52:51 INFO |  -> Selected 6661 entries ( 7.89349 % ). Overall 108008 ( 6.00044 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:51 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
2018-06-22 09:52:51 INFO |  -> Pre-selected 30971 entries from 74361 ( 41.6495 % )
2018-06-22 09:52:54 INFO |  -> Selected 6663 entries ( 8.96034 % ). Overall 112009 ( 6.22272 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:54 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
2018-06-22 09:52:54 INFO |  -> Pre-selected 32779 entries from 79236 ( 41.3688 % )
2018-06-22 09:52:57 INFO |  -> Selected 6888 entries ( 8.69302 % ). Overall 116009 ( 6.44494 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:52:57 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
2018-06-22 09:52:57 INFO |  -> Pre-selected 31357 entries from 75736 ( 41.403 % )
2018-06-22 09:53:02 INFO |  -> Selected 6861 entries ( 9.0591 % ). Overall 120009 ( 6.66717 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:02 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
2018-06-22 09:53:02 INFO |  -> Pre-selected 25183 entries from 61639 ( 40.8556 % )
2018-06-22 09:53:06 INFO |  -> Selected 6870 entries ( 11.1455 % ). Overall 124009 ( 6.88939 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:06 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
2018-06-22 09:53:06 INFO |  -> Pre-selected 34579 entries from 84135 ( 41.0994 % )
2018-06-22 09:53:10 INFO |  -> Selected 6840 entries ( 8.12979 % ). Overall 128009 ( 7.11161 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:10 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
2018-06-22 09:53:10 INFO |  -> Pre-selected 24929 entries from 60210 ( 41.4034 % )
2018-06-22 09:53:13 INFO |  -> Selected 6776 entries ( 11.2539 % ). Overall 132010 ( 7.33389 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:13 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
2018-06-22 09:53:13 INFO |  -> Pre-selected 31937 entries from 77372 ( 41.2772 % )
2018-06-22 09:53:16 INFO |  -> Selected 6904 entries ( 8.92312 % ). Overall 136010 ( 7.55611 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:16 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
2018-06-22 09:53:16 INFO |  -> Pre-selected 30996 entries from 75874 ( 40.8519 % )
2018-06-22 09:53:19 INFO |  -> Selected 6793 entries ( 8.953 % ). Overall 140011 ( 7.77839 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:19 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
2018-06-22 09:53:19 INFO |  -> Pre-selected 33601 entries from 81072 ( 41.4459 % )
2018-06-22 09:53:23 INFO |  -> Selected 6958 entries ( 8.58249 % ). Overall 144012 ( 8.00067 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:23 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
2018-06-22 09:53:23 INFO |  -> Pre-selected 36221 entries from 85903 ( 42.165 % )
2018-06-22 09:53:26 INFO |  -> Selected 6898 entries ( 8.02999 % ). Overall 148013 ( 8.22294 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:26 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
2018-06-22 09:53:26 INFO |  -> Pre-selected 26494 entries from 64224 ( 41.2525 % )
2018-06-22 09:53:32 INFO |  -> Selected 6770 entries ( 10.5412 % ). Overall 152014 ( 8.44522 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:32 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
2018-06-22 09:53:32 INFO |  -> Pre-selected 31230 entries from 75125 ( 41.5707 % )
2018-06-22 09:53:36 INFO |  -> Selected 6877 entries ( 9.15408 % ). Overall 156015 ( 8.6675 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:36 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
2018-06-22 09:53:36 INFO |  -> Pre-selected 31938 entries from 78215 ( 40.8336 % )
2018-06-22 09:53:40 INFO |  -> Selected 6793 entries ( 8.68503 % ). Overall 160016 ( 8.88978 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:40 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
2018-06-22 09:53:40 INFO |  -> Pre-selected 34496 entries from 82462 ( 41.8326 % )
2018-06-22 09:53:45 INFO |  -> Selected 6820 entries ( 8.27048 % ). Overall 164017 ( 9.11206 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:45 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
2018-06-22 09:53:45 INFO |  -> Pre-selected 32415 entries from 78630 ( 41.2247 % )
2018-06-22 09:53:48 INFO |  -> Selected 6903 entries ( 8.77909 % ). Overall 168018 ( 9.33433 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:48 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
2018-06-22 09:53:48 INFO |  -> Pre-selected 33302 entries from 80908 ( 41.1603 % )
2018-06-22 09:53:53 INFO |  -> Selected 6773 entries ( 8.37124 % ). Overall 172019 ( 9.55661 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:53 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
2018-06-22 09:53:53 INFO |  -> Pre-selected 34366 entries from 82039 ( 41.8898 % )
2018-06-22 09:53:56 INFO |  -> Selected 6780 entries ( 8.26436 % ). Overall 176019 ( 9.77883 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:56 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
2018-06-22 09:53:56 INFO |  -> Pre-selected 31340 entries from 74883 ( 41.852 % )
2018-06-22 09:53:59 INFO |  -> Selected 6847 entries ( 9.1436 % ). Overall 180019 ( 10.0011 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:53:59 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
2018-06-22 09:53:59 INFO |  -> Pre-selected 33049 entries from 78172 ( 42.2773 % )
2018-06-22 09:54:03 INFO |  -> Selected 6773 entries ( 8.66423 % ). Overall 184020 ( 10.2233 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:03 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
2018-06-22 09:54:03 INFO |  -> Pre-selected 15748 entries from 37938 ( 41.5098 % )
2018-06-22 09:54:05 INFO |  -> Selected 6780 entries ( 17.8713 % ). Overall 188021 ( 10.4456 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:05 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
2018-06-22 09:54:05 INFO |  -> Pre-selected 35576 entries from 83535 ( 42.5881 % )
2018-06-22 09:54:08 INFO |  -> Selected 6882 entries ( 8.23846 % ). Overall 192021 ( 10.6678 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:08 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
2018-06-22 09:54:08 INFO |  -> Pre-selected 31003 entries from 74947 ( 41.3666 % )
2018-06-22 09:54:11 INFO |  -> Selected 6834 entries ( 9.11844 % ). Overall 196022 ( 10.8901 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:11 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
2018-06-22 09:54:11 INFO |  -> Pre-selected 33596 entries from 81305 ( 41.321 % )
2018-06-22 09:54:17 INFO |  -> Selected 6769 entries ( 8.32544 % ). Overall 200022 ( 11.1123 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:17 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
2018-06-22 09:54:17 INFO |  -> Pre-selected 32902 entries from 79325 ( 41.4775 % )
2018-06-22 09:54:25 INFO |  -> Selected 6773 entries ( 8.53829 % ). Overall 204022 ( 11.3346 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:25 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
2018-06-22 09:54:25 INFO |  -> Pre-selected 34066 entries from 83151 ( 40.9688 % )
2018-06-22 09:54:32 INFO |  -> Selected 6736 entries ( 8.10092 % ). Overall 208023 ( 11.5568 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:32 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
2018-06-22 09:54:32 INFO |  -> Pre-selected 32107 entries from 79052 ( 40.615 % )
2018-06-22 09:54:36 INFO |  -> Selected 6816 entries ( 8.62217 % ). Overall 212024 ( 11.7791 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:36 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
2018-06-22 09:54:36 INFO |  -> Pre-selected 33615 entries from 81454 ( 41.2687 % )
2018-06-22 09:54:40 INFO |  -> Selected 6966 entries ( 8.55207 % ). Overall 216025 ( 12.0014 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:40 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
2018-06-22 09:54:40 INFO |  -> Pre-selected 31718 entries from 73002 ( 43.4481 % )
2018-06-22 09:54:45 INFO |  -> Selected 6715 entries ( 9.19838 % ). Overall 220025 ( 12.2236 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:45 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
2018-06-22 09:54:46 INFO |  -> Pre-selected 31743 entries from 76232 ( 41.64 % )
2018-06-22 09:54:49 INFO |  -> Selected 6853 entries ( 8.98966 % ). Overall 224025 ( 12.4458 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:49 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
2018-06-22 09:54:49 INFO |  -> Pre-selected 31641 entries from 75687 ( 41.8051 % )
2018-06-22 09:54:52 INFO |  -> Selected 6720 entries ( 8.87867 % ). Overall 228025 ( 12.6681 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:52 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
2018-06-22 09:54:52 INFO |  -> Pre-selected 33073 entries from 79979 ( 41.3521 % )
2018-06-22 09:54:57 INFO |  -> Selected 6762 entries ( 8.45472 % ). Overall 232026 ( 12.8903 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:54:57 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
2018-06-22 09:54:57 INFO |  -> Pre-selected 23705 entries from 54790 ( 43.2652 % )
2018-06-22 09:55:02 INFO |  -> Selected 6775 entries ( 12.3654 % ). Overall 236027 ( 13.1126 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:02 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
2018-06-22 09:55:02 INFO |  -> Pre-selected 32551 entries from 79156 ( 41.1226 % )
2018-06-22 09:55:08 INFO |  -> Selected 6839 entries ( 8.6399 % ). Overall 240028 ( 13.3349 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:08 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
2018-06-22 09:55:08 INFO |  -> Pre-selected 31883 entries from 76848 ( 41.4884 % )
2018-06-22 09:55:13 INFO |  -> Selected 6710 entries ( 8.73152 % ). Overall 244028 ( 13.5571 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:13 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
2018-06-22 09:55:13 INFO |  -> Pre-selected 31687 entries from 76816 ( 41.2505 % )
2018-06-22 09:55:16 INFO |  -> Selected 6776 entries ( 8.82108 % ). Overall 248029 ( 13.7794 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:16 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
2018-06-22 09:55:16 INFO |  -> Pre-selected 33910 entries from 80274 ( 42.2428 % )
2018-06-22 09:55:20 INFO |  -> Selected 6800 entries ( 8.47099 % ). Overall 252030 ( 14.0017 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:20 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
2018-06-22 09:55:20 INFO |  -> Pre-selected 31974 entries from 78327 ( 40.8212 % )
2018-06-22 09:55:26 INFO |  -> Selected 6796 entries ( 8.67645 % ). Overall 256030 ( 14.2239 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:26 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
2018-06-22 09:55:26 INFO |  -> Pre-selected 33526 entries from 81798 ( 40.9863 % )
2018-06-22 09:55:29 INFO |  -> Selected 6936 entries ( 8.47942 % ). Overall 260031 ( 14.4462 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:29 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
2018-06-22 09:55:29 INFO |  -> Pre-selected 27305 entries from 65031 ( 41.9877 % )
2018-06-22 09:55:32 INFO |  -> Selected 6826 entries ( 10.4965 % ). Overall 264032 ( 14.6684 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:32 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
2018-06-22 09:55:32 INFO |  -> Pre-selected 32283 entries from 78568 ( 41.0892 % )
2018-06-22 09:55:36 INFO |  -> Selected 6783 entries ( 8.63329 % ). Overall 268032 ( 14.8907 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:36 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
2018-06-22 09:55:36 INFO |  -> Pre-selected 33587 entries from 79546 ( 42.2234 % )
2018-06-22 09:55:41 INFO |  -> Selected 6780 entries ( 8.52337 % ). Overall 272033 ( 15.1129 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:41 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
2018-06-22 09:55:41 INFO |  -> Pre-selected 31605 entries from 76807 ( 41.1486 % )
2018-06-22 09:55:45 INFO |  -> Selected 6776 entries ( 8.82211 % ). Overall 276033 ( 15.3352 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:45 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
2018-06-22 09:55:45 INFO |  -> Pre-selected 32121 entries from 77785 ( 41.2946 % )
2018-06-22 09:55:49 INFO |  -> Selected 6820 entries ( 8.76776 % ). Overall 280034 ( 15.5574 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:49 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
2018-06-22 09:55:49 INFO |  -> Pre-selected 33960 entries from 81368 ( 41.7363 % )
2018-06-22 09:55:53 INFO |  -> Selected 6801 entries ( 8.35832 % ). Overall 284034 ( 15.7797 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:53 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
2018-06-22 09:55:53 INFO |  -> Pre-selected 31908 entries from 77269 ( 41.2947 % )
2018-06-22 09:55:56 INFO |  -> Selected 6800 entries ( 8.80042 % ). Overall 288034 ( 16.0019 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:56 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
2018-06-22 09:55:56 INFO |  -> Pre-selected 33720 entries from 81279 ( 41.4867 % )
2018-06-22 09:55:59 INFO |  -> Selected 6618 entries ( 8.14232 % ). Overall 292034 ( 16.2241 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:55:59 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
2018-06-22 09:56:00 INFO |  -> Pre-selected 33108 entries from 80124 ( 41.321 % )
2018-06-22 09:56:03 INFO |  -> Selected 6800 entries ( 8.48685 % ). Overall 296034 ( 16.4463 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:03 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
2018-06-22 09:56:03 INFO |  -> Pre-selected 32922 entries from 80609 ( 40.8416 % )
2018-06-22 09:56:06 INFO |  -> Selected 6868 entries ( 8.52014 % ). Overall 300035 ( 16.6686 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:06 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
2018-06-22 09:56:06 INFO |  -> Pre-selected 32919 entries from 78910 ( 41.7171 % )
2018-06-22 09:56:09 INFO |  -> Selected 6799 entries ( 8.61614 % ). Overall 304035 ( 16.8908 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:09 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
2018-06-22 09:56:10 INFO |  -> Pre-selected 26977 entries from 61239 ( 44.052 % )
2018-06-22 09:56:15 INFO |  -> Selected 6708 entries ( 10.9538 % ). Overall 308035 ( 17.1131 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:15 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
2018-06-22 09:56:16 INFO |  -> Pre-selected 33044 entries from 81113 ( 40.7382 % )
2018-06-22 09:56:25 INFO |  -> Selected 6865 entries ( 8.4635 % ). Overall 312035 ( 17.3353 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:25 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
2018-06-22 09:56:25 INFO |  -> Pre-selected 24926 entries from 60607 ( 41.1273 % )
2018-06-22 09:56:30 INFO |  -> Selected 6869 entries ( 11.3337 % ). Overall 316036 ( 17.5576 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:30 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
2018-06-22 09:56:30 INFO |  -> Pre-selected 32358 entries from 79500 ( 40.7019 % )
2018-06-22 09:56:35 INFO |  -> Selected 6809 entries ( 8.56478 % ). Overall 320036 ( 17.7798 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:35 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
2018-06-22 09:56:35 INFO |  -> Pre-selected 32992 entries from 79448 ( 41.5265 % )
2018-06-22 09:56:42 INFO |  -> Selected 6844 entries ( 8.61444 % ). Overall 324037 ( 18.0021 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:42 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
2018-06-22 09:56:42 INFO |  -> Pre-selected 31697 entries from 76214 ( 41.5895 % )
2018-06-22 09:56:49 INFO |  -> Selected 6908 entries ( 9.06395 % ). Overall 328038 ( 18.2243 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:49 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
2018-06-22 09:56:49 INFO |  -> Pre-selected 32400 entries from 79496 ( 40.7568 % )
2018-06-22 09:56:55 INFO |  -> Selected 6828 entries ( 8.58911 % ). Overall 332038 ( 18.4466 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:56:55 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
2018-06-22 09:56:55 INFO |  -> Pre-selected 32196 entries from 76299 ( 42.1971 % )
2018-06-22 09:57:01 INFO |  -> Selected 6834 entries ( 8.95687 % ). Overall 336038 ( 18.6688 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:01 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
2018-06-22 09:57:01 INFO |  -> Pre-selected 34069 entries from 81376 ( 41.8662 % )
2018-06-22 09:57:07 INFO |  -> Selected 6748 entries ( 8.29237 % ). Overall 340039 ( 18.8911 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:07 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
2018-06-22 09:57:07 INFO |  -> Pre-selected 8397 entries from 19840 ( 42.3236 % )
2018-06-22 09:57:08 INFO |  -> Selected 6806 entries ( 34.3044 % ). Overall 344038 ( 19.1132 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:08 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
2018-06-22 09:57:08 INFO |  -> Pre-selected 15675 entries from 37908 ( 41.3501 % )
2018-06-22 09:57:11 INFO |  -> Selected 6807 entries ( 17.9566 % ). Overall 348038 ( 19.3354 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:11 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
2018-06-22 09:57:11 INFO |  -> Pre-selected 32116 entries from 78252 ( 41.0418 % )
2018-06-22 09:57:20 INFO |  -> Selected 6737 entries ( 8.60936 % ). Overall 352039 ( 19.5577 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:20 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
2018-06-22 09:57:20 INFO |  -> Pre-selected 35457 entries from 83771 ( 42.3261 % )
2018-06-22 09:57:26 INFO |  -> Selected 6750 entries ( 8.05768 % ). Overall 356039 ( 19.7799 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:26 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
2018-06-22 09:57:26 INFO |  -> Pre-selected 31616 entries from 77286 ( 40.9078 % )
2018-06-22 09:57:32 INFO |  -> Selected 6867 entries ( 8.88518 % ). Overall 360039 ( 20.0022 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:32 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
2018-06-22 09:57:33 INFO |  -> Pre-selected 33512 entries from 82537 ( 40.6024 % )
2018-06-22 09:57:39 INFO |  -> Selected 6928 entries ( 8.39381 % ). Overall 364040 ( 20.2244 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:39 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
2018-06-22 09:57:39 INFO |  -> Pre-selected 16764 entries from 41294 ( 40.5967 % )
2018-06-22 09:57:42 INFO |  -> Selected 6816 entries ( 16.506 % ). Overall 368040 ( 20.4467 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:42 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
2018-06-22 09:57:42 INFO |  -> Pre-selected 33795 entries from 81744 ( 41.3425 % )
2018-06-22 09:57:48 INFO |  -> Selected 6758 entries ( 8.26727 % ). Overall 372040 ( 20.6689 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:48 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
2018-06-22 09:57:49 INFO |  -> Pre-selected 32945 entries from 79169 ( 41.6135 % )
2018-06-22 09:57:54 INFO |  -> Selected 6833 entries ( 8.6309 % ). Overall 376040 ( 20.8911 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:57:54 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
2018-06-22 09:57:54 INFO |  -> Pre-selected 31239 entries from 75948 ( 41.1321 % )
2018-06-22 09:58:01 INFO |  -> Selected 6713 entries ( 8.83894 % ). Overall 380041 ( 21.1134 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:01 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
2018-06-22 09:58:01 INFO |  -> Pre-selected 32515 entries from 79660 ( 40.8172 % )
2018-06-22 09:58:07 INFO |  -> Selected 6624 entries ( 8.31534 % ). Overall 384042 ( 21.3357 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:07 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
2018-06-22 09:58:07 INFO |  -> Pre-selected 29258 entries from 66149 ( 44.2304 % )
2018-06-22 09:58:12 INFO |  -> Selected 6674 entries ( 10.0893 % ). Overall 388042 ( 21.5579 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:12 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
2018-06-22 09:58:12 INFO |  -> Pre-selected 32251 entries from 78072 ( 41.3093 % )
2018-06-22 09:58:19 INFO |  -> Selected 6926 entries ( 8.8713 % ). Overall 392042 ( 21.7801 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:19 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
2018-06-22 09:58:19 INFO |  -> Pre-selected 32607 entries from 79801 ( 40.8604 % )
2018-06-22 09:58:25 INFO |  -> Selected 6952 entries ( 8.71167 % ). Overall 396043 ( 22.0024 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:25 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
2018-06-22 09:58:25 INFO |  -> Pre-selected 15972 entries from 38966 ( 40.9896 % )
2018-06-22 09:58:28 INFO |  -> Selected 6718 entries ( 17.2407 % ). Overall 400044 ( 22.2247 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:28 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
2018-06-22 09:58:28 INFO |  -> Pre-selected 31740 entries from 77354 ( 41.0321 % )
2018-06-22 09:58:34 INFO |  -> Selected 6741 entries ( 8.71448 % ). Overall 404045 ( 22.4469 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:34 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
2018-06-22 09:58:34 INFO |  -> Pre-selected 34109 entries from 83679 ( 40.7617 % )
2018-06-22 09:58:40 INFO |  -> Selected 6775 entries ( 8.09642 % ). Overall 408046 ( 22.6692 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:40 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
2018-06-22 09:58:40 INFO |  -> Pre-selected 35333 entries from 86186 ( 40.9962 % )
2018-06-22 09:58:46 INFO |  -> Selected 6989 entries ( 8.10921 % ). Overall 412047 ( 22.8915 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:46 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
2018-06-22 09:58:46 INFO |  -> Pre-selected 30909 entries from 75398 ( 40.9945 % )
2018-06-22 09:58:52 INFO |  -> Selected 6856 entries ( 9.09308 % ). Overall 416047 ( 23.1137 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:52 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
2018-06-22 09:58:53 INFO |  -> Pre-selected 35079 entries from 82927 ( 42.3011 % )
2018-06-22 09:58:59 INFO |  -> Selected 6823 entries ( 8.22772 % ). Overall 420047 ( 23.3359 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:58:59 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
2018-06-22 09:58:59 INFO |  -> Pre-selected 33674 entries from 81120 ( 41.5113 % )
2018-06-22 09:59:05 INFO |  -> Selected 6777 entries ( 8.35429 % ). Overall 424047 ( 23.5582 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:05 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
2018-06-22 09:59:05 INFO |  -> Pre-selected 30927 entries from 73150 ( 42.2789 % )
2018-06-22 09:59:10 INFO |  -> Selected 6793 entries ( 9.2864 % ). Overall 428047 ( 23.7804 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:10 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
2018-06-22 09:59:10 INFO |  -> Pre-selected 33897 entries from 79946 ( 42.3999 % )
2018-06-22 09:59:17 INFO |  -> Selected 6698 entries ( 8.37816 % ). Overall 432048 ( 24.0027 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:17 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
2018-06-22 09:59:17 INFO |  -> Pre-selected 32679 entries from 78801 ( 41.4703 % )
2018-06-22 09:59:26 INFO |  -> Selected 6895 entries ( 8.74989 % ). Overall 436049 ( 24.2249 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:26 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
2018-06-22 09:59:26 INFO |  -> Pre-selected 33048 entries from 81498 ( 40.5507 % )
2018-06-22 09:59:33 INFO |  -> Selected 6845 entries ( 8.39898 % ). Overall 440049 ( 24.4472 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:33 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
2018-06-22 09:59:34 INFO |  -> Pre-selected 34566 entries from 80761 ( 42.8004 % )
2018-06-22 09:59:40 INFO |  -> Selected 6770 entries ( 8.38276 % ). Overall 444049 ( 24.6694 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:40 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
2018-06-22 09:59:40 INFO |  -> Pre-selected 32537 entries from 78934 ( 41.2205 % )
2018-06-22 09:59:46 INFO |  -> Selected 6728 entries ( 8.52358 % ). Overall 448049 ( 24.8916 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:46 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
2018-06-22 09:59:47 INFO |  -> Pre-selected 28548 entries from 68081 ( 41.9324 % )
2018-06-22 09:59:51 INFO |  -> Selected 6787 entries ( 9.96901 % ). Overall 452049 ( 25.1138 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:51 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
2018-06-22 09:59:52 INFO |  -> Pre-selected 32748 entries from 79829 ( 41.0227 % )
2018-06-22 09:59:57 INFO |  -> Selected 6755 entries ( 8.46184 % ). Overall 456050 ( 25.3361 % ) of required 1800000 non-ghost training entries.
2018-06-22 09:59:57 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
2018-06-22 09:59:57 INFO |  -> Pre-selected 33882 entries from 80420 ( 42.1313 % )
2018-06-22 10:00:03 INFO |  -> Selected 6761 entries ( 8.40711 % ). Overall 460051 ( 25.5584 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:03 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
2018-06-22 10:00:03 INFO |  -> Pre-selected 32589 entries from 79080 ( 41.2102 % )
2018-06-22 10:00:07 INFO |  -> Selected 6896 entries ( 8.72028 % ). Overall 464051 ( 25.7806 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:07 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
2018-06-22 10:00:08 INFO |  -> Pre-selected 32588 entries from 78456 ( 41.5367 % )
2018-06-22 10:00:13 INFO |  -> Selected 6852 entries ( 8.73356 % ). Overall 468052 ( 26.0029 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:13 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
2018-06-22 10:00:13 INFO |  -> Pre-selected 33173 entries from 80523 ( 41.1969 % )
2018-06-22 10:00:19 INFO |  -> Selected 6833 entries ( 8.48577 % ). Overall 472053 ( 26.2252 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:19 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
2018-06-22 10:00:19 INFO |  -> Pre-selected 33341 entries from 81083 ( 41.1196 % )
2018-06-22 10:00:25 INFO |  -> Selected 6902 entries ( 8.51227 % ). Overall 476053 ( 26.4474 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:25 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
2018-06-22 10:00:26 INFO |  -> Pre-selected 7517 entries from 18395 ( 40.8644 % )
2018-06-22 10:00:27 INFO |  -> Selected 6838 entries ( 37.1731 % ). Overall 480051 ( 26.6695 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:27 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
2018-06-22 10:00:27 INFO |  -> Pre-selected 32780 entries from 80520 ( 40.7104 % )
2018-06-22 10:00:34 INFO |  -> Selected 6822 entries ( 8.47243 % ). Overall 484051 ( 26.8917 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:34 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
2018-06-22 10:00:34 INFO |  -> Pre-selected 33310 entries from 81580 ( 40.8311 % )
2018-06-22 10:00:40 INFO |  -> Selected 6860 entries ( 8.40892 % ). Overall 488052 ( 27.114 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:40 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
2018-06-22 10:00:40 INFO |  -> Pre-selected 8674 entries from 21022 ( 41.2615 % )
2018-06-22 10:00:42 INFO |  -> Selected 6905 entries ( 32.8465 % ). Overall 492052 ( 27.3362 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:42 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
2018-06-22 10:00:42 INFO |  -> Pre-selected 31493 entries from 74240 ( 42.4205 % )
2018-06-22 10:00:48 INFO |  -> Selected 6719 entries ( 9.05038 % ). Overall 496052 ( 27.5584 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:48 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
2018-06-22 10:00:48 INFO |  -> Pre-selected 32204 entries from 77190 ( 41.7204 % )
2018-06-22 10:00:56 INFO |  -> Selected 6862 entries ( 8.88975 % ). Overall 500052 ( 27.7807 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:00:56 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
2018-06-22 10:00:56 INFO |  -> Pre-selected 32264 entries from 77317 ( 41.7295 % )
2018-06-22 10:01:02 INFO |  -> Selected 6890 entries ( 8.91136 % ). Overall 504052 ( 28.0029 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:02 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
2018-06-22 10:01:02 INFO |  -> Pre-selected 31856 entries from 77311 ( 41.205 % )
2018-06-22 10:01:08 INFO |  -> Selected 6744 entries ( 8.72321 % ). Overall 508053 ( 28.2252 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:08 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
2018-06-22 10:01:08 INFO |  -> Pre-selected 32262 entries from 76929 ( 41.9374 % )
2018-06-22 10:01:14 INFO |  -> Selected 6774 entries ( 8.80552 % ). Overall 512053 ( 28.4474 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:14 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
2018-06-22 10:01:14 INFO |  -> Pre-selected 32989 entries from 76523 ( 43.1099 % )
2018-06-22 10:01:23 INFO |  -> Selected 6747 entries ( 8.81696 % ). Overall 516054 ( 28.6697 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:23 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
2018-06-22 10:01:24 INFO |  -> Pre-selected 32255 entries from 79167 ( 40.743 % )
2018-06-22 10:01:30 INFO |  -> Selected 6848 entries ( 8.65007 % ). Overall 520054 ( 28.8919 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:30 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
2018-06-22 10:01:30 INFO |  -> Pre-selected 33527 entries from 81027 ( 41.3776 % )
2018-06-22 10:01:37 INFO |  -> Selected 6822 entries ( 8.41942 % ). Overall 524055 ( 29.1142 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:37 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
2018-06-22 10:01:37 INFO |  -> Pre-selected 33324 entries from 80083 ( 41.6118 % )
2018-06-22 10:01:45 INFO |  -> Selected 6775 entries ( 8.45997 % ). Overall 528055 ( 29.3364 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:45 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
2018-06-22 10:01:45 INFO |  -> Pre-selected 32153 entries from 78360 ( 41.0324 % )
2018-06-22 10:01:50 INFO |  -> Selected 6798 entries ( 8.67534 % ). Overall 532055 ( 29.5586 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:50 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
2018-06-22 10:01:50 INFO |  -> Pre-selected 33263 entries from 81265 ( 40.9315 % )
2018-06-22 10:01:56 INFO |  -> Selected 6809 entries ( 8.37876 % ). Overall 536055 ( 29.7808 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:01:56 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
2018-06-22 10:01:56 INFO |  -> Pre-selected 33478 entries from 80411 ( 41.6336 % )
2018-06-22 10:02:02 INFO |  -> Selected 6772 entries ( 8.42173 % ). Overall 540056 ( 30.0031 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:02 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
2018-06-22 10:02:02 INFO |  -> Pre-selected 34078 entries from 82120 ( 41.4978 % )
2018-06-22 10:02:09 INFO |  -> Selected 6848 entries ( 8.33902 % ). Overall 544057 ( 30.2254 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:09 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
2018-06-22 10:02:10 INFO |  -> Pre-selected 32371 entries from 77638 ( 41.6948 % )
2018-06-22 10:02:16 INFO |  -> Selected 6647 entries ( 8.56153 % ). Overall 548057 ( 30.4476 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:16 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
2018-06-22 10:02:16 INFO |  -> Pre-selected 25905 entries from 58135 ( 44.5601 % )
2018-06-22 10:02:21 INFO |  -> Selected 6775 entries ( 11.6539 % ). Overall 552057 ( 30.6698 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:21 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
2018-06-22 10:02:21 INFO |  -> Pre-selected 25943 entries from 63787 ( 40.6713 % )
2018-06-22 10:02:26 INFO |  -> Selected 6771 entries ( 10.615 % ). Overall 556058 ( 30.8921 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:26 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
2018-06-22 10:02:26 INFO |  -> Pre-selected 32047 entries from 77925 ( 41.1254 % )
2018-06-22 10:02:32 INFO |  -> Selected 6843 entries ( 8.78152 % ). Overall 560058 ( 31.1143 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:32 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
2018-06-22 10:02:32 INFO |  -> Pre-selected 33126 entries from 80797 ( 40.999 % )
2018-06-22 10:02:38 INFO |  -> Selected 6820 entries ( 8.44091 % ). Overall 564059 ( 31.3366 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:38 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
2018-06-22 10:02:38 INFO |  -> Pre-selected 31694 entries from 75689 ( 41.874 % )
2018-06-22 10:02:44 INFO |  -> Selected 6772 entries ( 8.94714 % ). Overall 568059 ( 31.5588 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:45 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
2018-06-22 10:02:45 INFO |  -> Pre-selected 17866 entries from 43260 ( 41.2991 % )
2018-06-22 10:02:48 INFO |  -> Selected 6909 entries ( 15.9709 % ). Overall 572059 ( 31.7811 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:48 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
2018-06-22 10:02:48 INFO |  -> Pre-selected 33671 entries from 81283 ( 41.4244 % )
2018-06-22 10:02:54 INFO |  -> Selected 6800 entries ( 8.36583 % ). Overall 576059 ( 32.0033 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:02:54 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
2018-06-22 10:02:54 INFO |  -> Pre-selected 33125 entries from 79634 ( 41.5966 % )
2018-06-22 10:03:00 INFO |  -> Selected 6750 entries ( 8.47628 % ). Overall 580059 ( 32.2255 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:00 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
2018-06-22 10:03:00 INFO |  -> Pre-selected 34529 entries from 80699 ( 42.7874 % )
2018-06-22 10:03:06 INFO |  -> Selected 6743 entries ( 8.35574 % ). Overall 584059 ( 32.4477 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:06 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
2018-06-22 10:03:06 INFO |  -> Pre-selected 24450 entries from 59659 ( 40.9829 % )
2018-06-22 10:03:10 INFO |  -> Selected 6921 entries ( 11.6009 % ). Overall 588059 ( 32.6699 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:10 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
2018-06-22 10:03:10 INFO |  -> Pre-selected 33407 entries from 82214 ( 40.6342 % )
2018-06-22 10:03:16 INFO |  -> Selected 6841 entries ( 8.32097 % ). Overall 592060 ( 32.8922 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:16 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
2018-06-22 10:03:16 INFO |  -> Pre-selected 32453 entries from 77338 ( 41.9626 % )
2018-06-22 10:03:22 INFO |  -> Selected 6799 entries ( 8.79128 % ). Overall 596061 ( 33.1145 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:22 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
2018-06-22 10:03:22 INFO |  -> Pre-selected 30753 entries from 74169 ( 41.4634 % )
2018-06-22 10:03:30 INFO |  -> Selected 6838 entries ( 9.21949 % ). Overall 600061 ( 33.3367 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:30 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
2018-06-22 10:03:30 INFO |  -> Pre-selected 32903 entries from 80282 ( 40.9843 % )
2018-06-22 10:03:38 INFO |  -> Selected 6767 entries ( 8.42904 % ). Overall 604062 ( 33.559 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:38 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
2018-06-22 10:03:38 INFO |  -> Pre-selected 32429 entries from 78808 ( 41.1494 % )
2018-06-22 10:03:44 INFO |  -> Selected 6828 entries ( 8.6641 % ). Overall 608063 ( 33.7813 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:44 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
2018-06-22 10:03:44 INFO |  -> Pre-selected 32926 entries from 80352 ( 40.9772 % )
2018-06-22 10:03:51 INFO |  -> Selected 6815 entries ( 8.48143 % ). Overall 612064 ( 34.0036 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:51 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
2018-06-22 10:03:51 INFO |  -> Pre-selected 32868 entries from 80761 ( 40.6979 % )
2018-06-22 10:03:58 INFO |  -> Selected 6799 entries ( 8.41867 % ). Overall 616065 ( 34.2258 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:03:58 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
2018-06-22 10:03:58 INFO |  -> Pre-selected 31663 entries from 75179 ( 42.1168 % )
2018-06-22 10:04:03 INFO |  -> Selected 6752 entries ( 8.98123 % ). Overall 620066 ( 34.4481 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:03 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
2018-06-22 10:04:03 INFO |  -> Pre-selected 32423 entries from 77892 ( 41.6256 % )
2018-06-22 10:04:09 INFO |  -> Selected 6733 entries ( 8.64402 % ). Overall 624067 ( 34.6704 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:09 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
2018-06-22 10:04:09 INFO |  -> Pre-selected 32994 entries from 80035 ( 41.2245 % )
2018-06-22 10:04:14 INFO |  -> Selected 6754 entries ( 8.43881 % ). Overall 628067 ( 34.8926 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:14 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
2018-06-22 10:04:14 INFO |  -> Pre-selected 32585 entries from 79437 ( 41.0199 % )
2018-06-22 10:04:20 INFO |  -> Selected 6806 entries ( 8.5678 % ). Overall 632067 ( 35.1148 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:20 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
2018-06-22 10:04:20 INFO |  -> Pre-selected 32332 entries from 77479 ( 41.73 % )
2018-06-22 10:04:30 INFO |  -> Selected 6830 entries ( 8.81529 % ). Overall 636067 ( 35.3371 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:30 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
2018-06-22 10:04:30 INFO |  -> Pre-selected 29498 entries from 71171 ( 41.4467 % )
2018-06-22 10:04:36 INFO |  -> Selected 6899 entries ( 9.69355 % ). Overall 640068 ( 35.5593 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:36 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
2018-06-22 10:04:36 INFO |  -> Pre-selected 24819 entries from 60282 ( 41.1715 % )
2018-06-22 10:04:41 INFO |  -> Selected 6824 entries ( 11.3201 % ). Overall 644068 ( 35.7816 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:41 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
2018-06-22 10:04:41 INFO |  -> Pre-selected 29142 entries from 70964 ( 41.0659 % )
2018-06-22 10:04:45 INFO |  -> Selected 6851 entries ( 9.65419 % ). Overall 648068 ( 36.0038 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:45 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
2018-06-22 10:04:45 INFO |  -> Pre-selected 27601 entries from 61597 ( 44.809 % )
2018-06-22 10:04:50 INFO |  -> Selected 6614 entries ( 10.7375 % ). Overall 652068 ( 36.226 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:50 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
2018-06-22 10:04:50 INFO |  -> Pre-selected 32935 entries from 79314 ( 41.5248 % )
2018-06-22 10:04:56 INFO |  -> Selected 6748 entries ( 8.50796 % ). Overall 656068 ( 36.4482 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:04:56 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
2018-06-22 10:04:56 INFO |  -> Pre-selected 31579 entries from 76131 ( 41.4798 % )
2018-06-22 10:05:02 INFO |  -> Selected 6743 entries ( 8.8571 % ). Overall 660069 ( 36.6705 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:02 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
2018-06-22 10:05:02 INFO |  -> Pre-selected 7688 entries from 18752 ( 40.9983 % )
2018-06-22 10:05:03 INFO |  -> Selected 6910 entries ( 36.8494 % ). Overall 664068 ( 36.8927 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:03 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
2018-06-22 10:05:03 INFO |  -> Pre-selected 31169 entries from 76331 ( 40.834 % )
2018-06-22 10:05:09 INFO |  -> Selected 6833 entries ( 8.9518 % ). Overall 668068 ( 37.1149 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:09 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
2018-06-22 10:05:09 INFO |  -> Pre-selected 25122 entries from 60260 ( 41.6893 % )
2018-06-22 10:05:13 INFO |  -> Selected 6851 entries ( 11.3691 % ). Overall 672068 ( 37.3371 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:13 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
2018-06-22 10:05:13 INFO |  -> Pre-selected 33409 entries from 80834 ( 41.3304 % )
2018-06-22 10:05:18 INFO |  -> Selected 6754 entries ( 8.3554 % ). Overall 676069 ( 37.5594 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:18 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
2018-06-22 10:05:18 INFO |  -> Pre-selected 16616 entries from 40131 ( 41.4044 % )
2018-06-22 10:05:20 INFO |  -> Selected 6838 entries ( 17.0392 % ). Overall 680070 ( 37.7817 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:20 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
2018-06-22 10:05:21 INFO |  -> Pre-selected 32703 entries from 79722 ( 41.0213 % )
2018-06-22 10:05:27 INFO |  -> Selected 6678 entries ( 8.37661 % ). Overall 684071 ( 38.0039 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:27 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
2018-06-22 10:05:27 INFO |  -> Pre-selected 33851 entries from 82893 ( 40.837 % )
2018-06-22 10:05:33 INFO |  -> Selected 6758 entries ( 8.15268 % ). Overall 688071 ( 38.2262 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:33 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
2018-06-22 10:05:34 INFO |  -> Pre-selected 26583 entries from 65470 ( 40.6033 % )
2018-06-22 10:05:40 INFO |  -> Selected 6911 entries ( 10.556 % ). Overall 692072 ( 38.4484 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:40 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
2018-06-22 10:05:40 INFO |  -> Pre-selected 31232 entries from 75619 ( 41.3018 % )
2018-06-22 10:05:46 INFO |  -> Selected 6797 entries ( 8.98848 % ). Overall 696072 ( 38.6707 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:46 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
2018-06-22 10:05:46 INFO |  -> Pre-selected 33956 entries from 82604 ( 41.107 % )
2018-06-22 10:05:52 INFO |  -> Selected 6786 entries ( 8.2151 % ). Overall 700073 ( 38.8929 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:52 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
2018-06-22 10:05:52 INFO |  -> Pre-selected 15435 entries from 35332 ( 43.6856 % )
2018-06-22 10:05:55 INFO |  -> Selected 6619 entries ( 18.7337 % ). Overall 704074 ( 39.1152 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:05:55 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
2018-06-22 10:05:55 INFO |  -> Pre-selected 30749 entries from 71997 ( 42.7087 % )
2018-06-22 10:06:02 INFO |  -> Selected 6788 entries ( 9.42817 % ). Overall 708075 ( 39.3375 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:02 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
2018-06-22 10:06:03 INFO |  -> Pre-selected 31080 entries from 75651 ( 41.0834 % )
2018-06-22 10:06:09 INFO |  -> Selected 6782 entries ( 8.96485 % ). Overall 712076 ( 39.5598 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:09 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
2018-06-22 10:06:09 INFO |  -> Pre-selected 33109 entries from 81365 ( 40.6919 % )
2018-06-22 10:06:15 INFO |  -> Selected 6804 entries ( 8.36232 % ). Overall 716077 ( 39.7821 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:15 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
2018-06-22 10:06:15 INFO |  -> Pre-selected 32646 entries from 79127 ( 41.2577 % )
2018-06-22 10:06:24 INFO |  -> Selected 6885 entries ( 8.7012 % ). Overall 720077 ( 40.0043 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:24 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
2018-06-22 10:06:24 INFO |  -> Pre-selected 32719 entries from 79535 ( 41.1379 % )
2018-06-22 10:06:32 INFO |  -> Selected 6817 entries ( 8.57107 % ). Overall 724077 ( 40.2265 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:32 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
2018-06-22 10:06:32 INFO |  -> Pre-selected 30652 entries from 72826 ( 42.0894 % )
2018-06-22 10:06:37 INFO |  -> Selected 6802 entries ( 9.34007 % ). Overall 728078 ( 40.4488 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:37 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
2018-06-22 10:06:37 INFO |  -> Pre-selected 8294 entries from 20087 ( 41.2904 % )
2018-06-22 10:06:39 INFO |  -> Selected 6757 entries ( 33.6387 % ). Overall 732078 ( 40.671 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:39 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
2018-06-22 10:06:39 INFO |  -> Pre-selected 32687 entries from 79011 ( 41.3702 % )
2018-06-22 10:06:45 INFO |  -> Selected 6930 entries ( 8.77093 % ). Overall 736078 ( 40.8932 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:45 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
2018-06-22 10:06:45 INFO |  -> Pre-selected 31470 entries from 76064 ( 41.3731 % )
2018-06-22 10:06:52 INFO |  -> Selected 6861 entries ( 9.02004 % ). Overall 740078 ( 41.1154 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:52 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
2018-06-22 10:06:52 INFO |  -> Pre-selected 22630 entries from 50827 ( 44.5236 % )
2018-06-22 10:06:56 INFO |  -> Selected 6644 entries ( 13.0718 % ). Overall 744078 ( 41.3377 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:06:56 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
2018-06-22 10:06:56 INFO |  -> Pre-selected 32506 entries from 80209 ( 40.5266 % )
2018-06-22 10:07:03 INFO |  -> Selected 6831 entries ( 8.5165 % ). Overall 748078 ( 41.5599 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:07:03 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
2018-06-22 10:07:03 INFO |  -> Pre-selected 32923 entries from 80346 ( 40.9765 % )
2018-06-22 10:07:09 INFO |  -> Selected 6955 entries ( 8.65631 % ). Overall 752079 ( 41.7822 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:07:09 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
2018-06-22 10:07:10 INFO |  -> Pre-selected 31298 entries from 75682 ( 41.3546 % )
2018-06-22 10:07:15 INFO |  -> Selected 6867 entries ( 9.07349 % ). Overall 756080 ( 42.0044 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:07:15 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
2018-06-22 10:07:16 INFO |  -> Pre-selected 33196 entries from 80533 ( 41.2204 % )
2018-06-22 10:07:23 INFO |  -> Selected 6916 entries ( 8.58778 % ). Overall 760080 ( 42.2267 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:07:23 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
2018-06-22 10:07:23 INFO |  -> Pre-selected 32244 entries from 74259 ( 43.421 % )
2018-06-22 10:07:29 INFO |  -> Selected 6715 entries ( 9.04267 % ). Overall 764080 ( 42.4489 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:07:29 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
2018-06-22 10:07:29 INFO |  -> Pre-selected 33196 entries from 79736 ( 41.6324 % )
2018-06-22 10:07:38 INFO |  -> Selected 6810 entries ( 8.54068 % ). Overall 768080 ( 42.6711 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:07:38 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
2018-06-22 10:07:38 INFO |  -> Pre-selected 32452 entries from 78614 ( 41.2802 % )
2018-06-22 10:07:46 INFO |  -> Selected 6856 entries ( 8.72109 % ). Overall 772080 ( 42.8933 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:07:46 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
2018-06-22 10:07:46 INFO |  -> Pre-selected 33570 entries from 82721 ( 40.5822 % )
2018-06-22 10:07:54 INFO |  -> Selected 6875 entries ( 8.31107 % ). Overall 776081 ( 43.1156 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:07:54 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
2018-06-22 10:07:55 INFO |  -> Pre-selected 32927 entries from 80100 ( 41.1074 % )
2018-06-22 10:08:00 INFO |  -> Selected 6798 entries ( 8.48689 % ). Overall 780081 ( 43.3378 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:00 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
2018-06-22 10:08:00 INFO |  -> Pre-selected 31130 entries from 76281 ( 40.8096 % )
2018-06-22 10:08:07 INFO |  -> Selected 6849 entries ( 8.97864 % ). Overall 784082 ( 43.5601 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:07 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
2018-06-22 10:08:07 INFO |  -> Pre-selected 32207 entries from 78123 ( 41.226 % )
2018-06-22 10:08:15 INFO |  -> Selected 6897 entries ( 8.82839 % ). Overall 788083 ( 43.7824 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:15 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
2018-06-22 10:08:15 INFO |  -> Pre-selected 32035 entries from 78331 ( 40.897 % )
2018-06-22 10:08:25 INFO |  -> Selected 6898 entries ( 8.80622 % ). Overall 792083 ( 44.0046 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:25 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
2018-06-22 10:08:25 INFO |  -> Pre-selected 33932 entries from 82128 ( 41.316 % )
2018-06-22 10:08:33 INFO |  -> Selected 6761 entries ( 8.23227 % ). Overall 796083 ( 44.2268 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:33 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
2018-06-22 10:08:33 INFO |  -> Pre-selected 8268 entries from 19834 ( 41.686 % )
2018-06-22 10:08:34 INFO |  -> Selected 6717 entries ( 33.8661 % ). Overall 800082 ( 44.449 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:34 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
2018-06-22 10:08:34 INFO |  -> Pre-selected 27561 entries from 68093 ( 40.4755 % )
2018-06-22 10:08:37 INFO |  -> Selected 6896 entries ( 10.1273 % ). Overall 804082 ( 44.6712 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:37 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
2018-06-22 10:08:38 INFO |  -> Pre-selected 30202 entries from 73372 ( 41.1628 % )
2018-06-22 10:08:45 INFO |  -> Selected 6769 entries ( 9.22559 % ). Overall 808082 ( 44.8934 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:45 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
2018-06-22 10:08:46 INFO |  -> Pre-selected 34220 entries from 80996 ( 42.249 % )
2018-06-22 10:08:54 INFO |  -> Selected 6719 entries ( 8.29547 % ). Overall 812082 ( 45.1157 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:08:54 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
2018-06-22 10:08:54 INFO |  -> Pre-selected 32671 entries from 78394 ( 41.6754 % )
2018-06-22 10:09:01 INFO |  -> Selected 6887 entries ( 8.78511 % ). Overall 816083 ( 45.3379 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:01 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
2018-06-22 10:09:01 INFO |  -> Pre-selected 32887 entries from 79418 ( 41.41 % )
2018-06-22 10:09:09 INFO |  -> Selected 6775 entries ( 8.53081 % ). Overall 820083 ( 45.5602 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:09 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
2018-06-22 10:09:09 INFO |  -> Pre-selected 32240 entries from 77923 ( 41.3742 % )
2018-06-22 10:09:14 INFO |  -> Selected 6849 entries ( 8.78945 % ). Overall 824084 ( 45.7824 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:14 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
2018-06-22 10:09:15 INFO |  -> Pre-selected 31586 entries from 76358 ( 41.3657 % )
2018-06-22 10:09:21 INFO |  -> Selected 6752 entries ( 8.84256 % ). Overall 828085 ( 46.0047 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:21 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
2018-06-22 10:09:22 INFO |  -> Pre-selected 31515 entries from 74735 ( 42.169 % )
2018-06-22 10:09:28 INFO |  -> Selected 6781 entries ( 9.07339 % ). Overall 832085 ( 46.2269 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:28 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
2018-06-22 10:09:28 INFO |  -> Pre-selected 31754 entries from 75930 ( 41.8201 % )
2018-06-22 10:09:33 INFO |  -> Selected 6801 entries ( 8.95693 % ). Overall 836086 ( 46.4492 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:33 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
2018-06-22 10:09:34 INFO |  -> Pre-selected 27197 entries from 61590 ( 44.1581 % )
2018-06-22 10:09:40 INFO |  -> Selected 6717 entries ( 10.906 % ). Overall 840087 ( 46.6715 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:40 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
2018-06-22 10:09:40 INFO |  -> Pre-selected 8118 entries from 19728 ( 41.1496 % )
2018-06-22 10:09:42 INFO |  -> Selected 6806 entries ( 34.4992 % ). Overall 844085 ( 46.8936 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:42 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
2018-06-22 10:09:42 INFO |  -> Pre-selected 30862 entries from 74769 ( 41.2765 % )
2018-06-22 10:09:48 INFO |  -> Selected 6863 entries ( 9.17894 % ). Overall 848085 ( 47.1158 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:48 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
2018-06-22 10:09:48 INFO |  -> Pre-selected 33095 entries from 80150 ( 41.2913 % )
2018-06-22 10:09:54 INFO |  -> Selected 6855 entries ( 8.55271 % ). Overall 852086 ( 47.3381 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:54 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
2018-06-22 10:09:54 INFO |  -> Pre-selected 24904 entries from 59493 ( 41.8604 % )
2018-06-22 10:09:59 INFO |  -> Selected 6750 entries ( 11.3459 % ). Overall 856087 ( 47.5604 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:09:59 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
2018-06-22 10:09:59 INFO |  -> Pre-selected 32808 entries from 79484 ( 41.2762 % )
2018-06-22 10:10:06 INFO |  -> Selected 6818 entries ( 8.57783 % ). Overall 860088 ( 47.7827 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:06 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
2018-06-22 10:10:06 INFO |  -> Pre-selected 33978 entries from 82228 ( 41.3217 % )
2018-06-22 10:10:12 INFO |  -> Selected 6871 entries ( 8.35603 % ). Overall 864088 ( 48.0049 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:12 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
2018-06-22 10:10:12 INFO |  -> Pre-selected 33114 entries from 81278 ( 40.7417 % )
2018-06-22 10:10:19 INFO |  -> Selected 6861 entries ( 8.4414 % ). Overall 868089 ( 48.2272 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:19 INFO | Using training 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
2018-06-22 10:10:20 INFO |  -> Pre-selected 32150 entries from 77803 ( 41.3223 % )
2018-06-22 10:10:25 INFO |  -> Selected 6850 entries ( 8.80429 % ). Overall 872089 ( 48.4494 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:25 INFO | Using training 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
2018-06-22 10:10:25 INFO |  -> Pre-selected 33437 entries from 80988 ( 41.2864 % )
2018-06-22 10:10:32 INFO |  -> Selected 6635 entries ( 8.19257 % ). Overall 876089 ( 48.6716 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:32 INFO | Using training 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
2018-06-22 10:10:32 INFO |  -> Pre-selected 16172 entries from 38177 ( 42.3606 % )
2018-06-22 10:10:36 INFO |  -> Selected 6875 entries ( 18.0082 % ). Overall 880089 ( 48.8938 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:36 INFO | Using training 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
2018-06-22 10:10:36 INFO |  -> Pre-selected 31409 entries from 76806 ( 40.8939 % )
2018-06-22 10:10:41 INFO |  -> Selected 6869 entries ( 8.94331 % ). Overall 884090 ( 49.1161 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:41 INFO | Using training 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
2018-06-22 10:10:42 INFO |  -> Pre-selected 31620 entries from 77379 ( 40.8638 % )
2018-06-22 10:10:47 INFO |  -> Selected 6876 entries ( 8.88613 % ). Overall 888091 ( 49.3384 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:47 INFO | Using training 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
2018-06-22 10:10:48 INFO |  -> Pre-selected 35088 entries from 83076 ( 42.236 % )
2018-06-22 10:10:53 INFO |  -> Selected 6822 entries ( 8.21176 % ). Overall 892091 ( 49.5606 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:10:53 INFO | Using training 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
2018-06-22 10:10:53 INFO |  -> Pre-selected 32654 entries from 79735 ( 40.9532 % )
2018-06-22 10:11:01 INFO |  -> Selected 6768 entries ( 8.48812 % ). Overall 896092 ( 49.7829 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:01 INFO | Using training 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
2018-06-22 10:11:02 INFO |  -> Pre-selected 32050 entries from 78007 ( 41.0861 % )
2018-06-22 10:11:06 INFO |  -> Selected 6842 entries ( 8.77101 % ). Overall 900093 ( 50.0052 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:06 INFO | Using training 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
2018-06-22 10:11:07 INFO |  -> Pre-selected 31944 entries from 76787 ( 41.6008 % )
2018-06-22 10:11:13 INFO |  -> Selected 6927 entries ( 9.02106 % ). Overall 904094 ( 50.2274 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:13 INFO | Using training 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
2018-06-22 10:11:14 INFO |  -> Pre-selected 31574 entries from 76241 ( 41.4134 % )
2018-06-22 10:11:19 INFO |  -> Selected 6814 entries ( 8.93745 % ). Overall 908095 ( 50.4497 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:19 INFO | Using training 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
2018-06-22 10:11:19 INFO |  -> Pre-selected 33540 entries from 82180 ( 40.8128 % )
2018-06-22 10:11:26 INFO |  -> Selected 6893 entries ( 8.38769 % ). Overall 912096 ( 50.672 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:26 INFO | Using training 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
2018-06-22 10:11:26 INFO |  -> Pre-selected 32386 entries from 78874 ( 41.0604 % )
2018-06-22 10:11:35 INFO |  -> Selected 6616 entries ( 8.38806 % ). Overall 916097 ( 50.8943 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:35 INFO | Using training 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
2018-06-22 10:11:36 INFO |  -> Pre-selected 31944 entries from 78132 ( 40.8847 % )
2018-06-22 10:11:44 INFO |  -> Selected 6911 entries ( 8.84529 % ). Overall 920098 ( 51.1166 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:44 INFO | Using training 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
2018-06-22 10:11:44 INFO |  -> Pre-selected 16142 entries from 39712 ( 40.6477 % )
2018-06-22 10:11:48 INFO |  -> Selected 6882 entries ( 17.3298 % ). Overall 924099 ( 51.3388 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:48 INFO | Using training 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
2018-06-22 10:11:48 INFO |  -> Pre-selected 31880 entries from 76925 ( 41.443 % )
2018-06-22 10:11:56 INFO |  -> Selected 6892 entries ( 8.95938 % ). Overall 928100 ( 51.5611 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:56 INFO | Using training 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
2018-06-22 10:11:56 INFO |  -> Pre-selected 26300 entries from 65121 ( 40.3864 % )
2018-06-22 10:11:59 INFO |  -> Selected 6795 entries ( 10.4344 % ). Overall 932101 ( 51.7834 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:11:59 INFO | Using training 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
2018-06-22 10:11:59 INFO |  -> Pre-selected 33002 entries from 79703 ( 41.4062 % )
2018-06-22 10:12:05 INFO |  -> Selected 6789 entries ( 8.51787 % ). Overall 936101 ( 52.0056 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:12:05 INFO | Using training 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
2018-06-22 10:12:06 INFO |  -> Pre-selected 32196 entries from 78441 ( 41.0449 % )
2018-06-22 10:12:12 INFO |  -> Selected 6873 entries ( 8.762 % ). Overall 940102 ( 52.2279 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:12:12 INFO | Using training 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
2018-06-22 10:12:12 INFO |  -> Pre-selected 31057 entries from 71674 ( 43.3309 % )
2018-06-22 10:12:17 INFO |  -> Selected 6719 entries ( 9.37439 % ). Overall 944103 ( 52.4502 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:12:17 INFO | Using training 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
2018-06-22 10:12:17 INFO |  -> Pre-selected 32462 entries from 78898 ( 41.1443 % )
2018-06-22 10:12:24 INFO |  -> Selected 6988 entries ( 8.85701 % ). Overall 948103 ( 52.6724 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:12:24 INFO | Using training 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
2018-06-22 10:12:24 INFO |  -> Pre-selected 32911 entries from 78936 ( 41.6933 % )
2018-06-22 10:12:30 INFO |  -> Selected 6727 entries ( 8.52209 % ). Overall 952103 ( 52.8946 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:12:30 INFO | Using training 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
2018-06-22 10:12:30 INFO |  -> Pre-selected 32092 entries from 77364 ( 41.4818 % )
2018-06-22 10:12:38 INFO |  -> Selected 6824 entries ( 8.82064 % ). Overall 956103 ( 53.1168 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:12:38 INFO | Using training 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
2018-06-22 10:12:39 INFO |  -> Pre-selected 33935 entries from 82051 ( 41.3584 % )
2018-06-22 10:12:48 INFO |  -> Selected 6841 entries ( 8.3375 % ). Overall 960103 ( 53.3391 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:12:48 INFO | Using training 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
2018-06-22 10:12:48 INFO |  -> Pre-selected 33723 entries from 81262 ( 41.4991 % )
2018-06-22 10:12:55 INFO |  -> Selected 6906 entries ( 8.49844 % ). Overall 964104 ( 53.5613 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:12:55 INFO | Using training 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
2018-06-22 10:12:55 INFO |  -> Pre-selected 32302 entries from 78086 ( 41.3672 % )
2018-06-22 10:13:01 INFO |  -> Selected 6714 entries ( 8.59821 % ). Overall 968105 ( 53.7836 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:01 INFO | Using training 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
2018-06-22 10:13:01 INFO |  -> Pre-selected 6409 entries from 14016 ( 45.7263 % )
2018-06-22 10:13:02 INFO |  -> Selected 6390 entries ( 45.5908 % ). Overall 971994 ( 53.9997 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:02 INFO | Using training 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
2018-06-22 10:13:03 INFO |  -> Pre-selected 33620 entries from 79689 ( 42.189 % )
2018-06-22 10:13:08 INFO |  -> Selected 6772 entries ( 8.49804 % ). Overall 975994 ( 54.2219 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:08 INFO | Using training 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
2018-06-22 10:13:08 INFO |  -> Pre-selected 32600 entries from 76573 ( 42.5738 % )
2018-06-22 10:13:16 INFO |  -> Selected 6908 entries ( 9.02146 % ). Overall 979994 ( 54.4441 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:16 INFO | Using training 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
2018-06-22 10:13:16 INFO |  -> Pre-selected 32094 entries from 78258 ( 41.0105 % )
2018-06-22 10:13:22 INFO |  -> Selected 6957 entries ( 8.88983 % ). Overall 983994 ( 54.6663 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:22 INFO | Using training 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
2018-06-22 10:13:22 INFO |  -> Pre-selected 31833 entries from 78440 ( 40.5826 % )
2018-06-22 10:13:28 INFO |  -> Selected 6879 entries ( 8.76976 % ). Overall 987995 ( 54.8886 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:28 INFO | Using training 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
2018-06-22 10:13:28 INFO |  -> Pre-selected 28448 entries from 64613 ( 44.0283 % )
2018-06-22 10:13:33 INFO |  -> Selected 6712 entries ( 10.388 % ). Overall 991995 ( 55.1108 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:33 INFO | Using training 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
2018-06-22 10:13:33 INFO |  -> Pre-selected 32722 entries from 79963 ( 40.9214 % )
2018-06-22 10:13:40 INFO |  -> Selected 7025 entries ( 8.78531 % ). Overall 995996 ( 55.3331 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:40 INFO | Using training 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
2018-06-22 10:13:40 INFO |  -> Pre-selected 33202 entries from 79596 ( 41.7132 % )
2018-06-22 10:13:49 INFO |  -> Selected 6730 entries ( 8.4552 % ). Overall 999996 ( 55.5553 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:49 INFO | Using training 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
2018-06-22 10:13:49 INFO |  -> Pre-selected 31437 entries from 75579 ( 41.5949 % )
2018-06-22 10:13:54 INFO |  -> Selected 6808 entries ( 9.00779 % ). Overall 1003996 ( 55.7776 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:13:54 INFO | Using training 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
2018-06-22 10:13:54 INFO |  -> Pre-selected 33972 entries from 79374 ( 42.7999 % )
2018-06-22 10:14:00 INFO |  -> Selected 6838 entries ( 8.61491 % ). Overall 1007997 ( 55.9998 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:00 INFO | Using training 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
2018-06-22 10:14:00 INFO |  -> Pre-selected 32619 entries from 79761 ( 40.8959 % )
2018-06-22 10:14:06 INFO |  -> Selected 6868 entries ( 8.61072 % ). Overall 1011998 ( 56.2221 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:06 INFO | Using training 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
2018-06-22 10:14:06 INFO |  -> Pre-selected 32327 entries from 78531 ( 41.1646 % )
2018-06-22 10:14:13 INFO |  -> Selected 6793 entries ( 8.65009 % ). Overall 1015999 ( 56.4444 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:13 INFO | Using training 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
2018-06-22 10:14:13 INFO |  -> Pre-selected 32990 entries from 80064 ( 41.2045 % )
2018-06-22 10:14:20 INFO |  -> Selected 6860 entries ( 8.56815 % ). Overall 1020000 ( 56.6667 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:20 INFO | Using training 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
2018-06-22 10:14:20 INFO |  -> Pre-selected 32245 entries from 78281 ( 41.1913 % )
2018-06-22 10:14:27 INFO |  -> Selected 6830 entries ( 8.72498 % ). Overall 1024001 ( 56.8889 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:27 INFO | Using training 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
2018-06-22 10:14:27 INFO |  -> Pre-selected 31703 entries from 75651 ( 41.9069 % )
2018-06-22 10:14:32 INFO |  -> Selected 6738 entries ( 8.90669 % ). Overall 1028001 ( 57.1112 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:32 INFO | Using training 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
2018-06-22 10:14:33 INFO |  -> Pre-selected 32976 entries from 81736 ( 40.3445 % )
2018-06-22 10:14:38 INFO |  -> Selected 6987 entries ( 8.54825 % ). Overall 1032002 ( 57.3334 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:38 INFO | Using training 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
2018-06-22 10:14:38 INFO |  -> Pre-selected 34148 entries from 82897 ( 41.1933 % )
2018-06-22 10:14:45 INFO |  -> Selected 6940 entries ( 8.37183 % ). Overall 1036002 ( 57.5557 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:45 INFO | Using training 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
2018-06-22 10:14:45 INFO |  -> Pre-selected 33572 entries from 81417 ( 41.2346 % )
2018-06-22 10:14:51 INFO |  -> Selected 6830 entries ( 8.38891 % ). Overall 1040002 ( 57.7779 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:51 INFO | Using training 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
2018-06-22 10:14:51 INFO |  -> Pre-selected 32671 entries from 77240 ( 42.298 % )
2018-06-22 10:14:58 INFO |  -> Selected 6631 entries ( 8.58493 % ). Overall 1044002 ( 58.0001 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:14:58 INFO | Using training 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
2018-06-22 10:14:58 INFO |  -> Pre-selected 32508 entries from 79696 ( 40.79 % )
2018-06-22 10:15:05 INFO |  -> Selected 6675 entries ( 8.37558 % ). Overall 1048002 ( 58.2223 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:15:05 INFO | Using training 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
2018-06-22 10:15:06 INFO |  -> Pre-selected 34324 entries from 83093 ( 41.3079 % )
2018-06-22 10:15:16 INFO |  -> Selected 6843 entries ( 8.23535 % ). Overall 1052002 ( 58.4446 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:15:16 INFO | Using training 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
2018-06-22 10:15:16 INFO |  -> Pre-selected 34966 entries from 83479 ( 41.886 % )
2018-06-22 10:15:25 INFO |  -> Selected 6727 entries ( 8.05831 % ). Overall 1056002 ( 58.6668 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:15:25 INFO | Using training 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
2018-06-22 10:15:25 INFO |  -> Pre-selected 33043 entries from 81316 ( 40.6353 % )
2018-06-22 10:15:31 INFO |  -> Selected 6841 entries ( 8.41286 % ). Overall 1060003 ( 58.8891 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:15:31 INFO | Using training 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
2018-06-22 10:15:31 INFO |  -> Pre-selected 31810 entries from 76488 ( 41.5882 % )
2018-06-22 10:15:40 INFO |  -> Selected 6742 entries ( 8.81445 % ). Overall 1064003 ( 59.1113 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:15:40 INFO | Using training 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
2018-06-22 10:15:40 INFO |  -> Pre-selected 32120 entries from 78855 ( 40.733 % )
2018-06-22 10:15:46 INFO |  -> Selected 6906 entries ( 8.75785 % ). Overall 1068003 ( 59.3335 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:15:46 INFO | Using training 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
2018-06-22 10:15:46 INFO |  -> Pre-selected 34916 entries from 82694 ( 42.2231 % )
2018-06-22 10:15:51 INFO |  -> Selected 6754 entries ( 8.16746 % ). Overall 1072003 ( 59.5557 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:15:51 INFO | Using training 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
2018-06-22 10:15:51 INFO |  -> Pre-selected 34249 entries from 81214 ( 42.1713 % )
2018-06-22 10:15:59 INFO |  -> Selected 6662 entries ( 8.20302 % ). Overall 1076004 ( 59.778 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:15:59 INFO | Using training 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
2018-06-22 10:15:59 INFO |  -> Pre-selected 32901 entries from 77786 ( 42.2968 % )
2018-06-22 10:16:05 INFO |  -> Selected 6670 entries ( 8.57481 % ). Overall 1080005 ( 60.0003 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:05 INFO | Using training 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
2018-06-22 10:16:05 INFO |  -> Pre-selected 32729 entries from 74754 ( 43.7823 % )
2018-06-22 10:16:11 INFO |  -> Selected 6603 entries ( 8.83297 % ). Overall 1084005 ( 60.2225 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:11 INFO | Using training 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
2018-06-22 10:16:11 INFO |  -> Pre-selected 33772 entries from 78964 ( 42.7689 % )
2018-06-22 10:16:20 INFO |  -> Selected 6753 entries ( 8.552 % ). Overall 1088006 ( 60.4448 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:20 INFO | Using training 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
2018-06-22 10:16:20 INFO |  -> Pre-selected 32551 entries from 79983 ( 40.6974 % )
2018-06-22 10:16:26 INFO |  -> Selected 6816 entries ( 8.52181 % ). Overall 1092006 ( 60.667 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:26 INFO | Using training 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
2018-06-22 10:16:27 INFO |  -> Pre-selected 32054 entries from 78184 ( 40.9982 % )
2018-06-22 10:16:35 INFO |  -> Selected 6739 entries ( 8.61941 % ). Overall 1096007 ( 60.8893 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:35 INFO | Using training 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
2018-06-22 10:16:35 INFO |  -> Pre-selected 25209 entries from 56448 ( 44.6588 % )
2018-06-22 10:16:40 INFO |  -> Selected 6777 entries ( 12.0057 % ). Overall 1100007 ( 61.1115 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:40 INFO | Using training 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
2018-06-22 10:16:40 INFO |  -> Pre-selected 31406 entries from 74452 ( 42.1829 % )
2018-06-22 10:16:45 INFO |  -> Selected 6822 entries ( 9.16295 % ). Overall 1104007 ( 61.3337 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:45 INFO | Using training 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
2018-06-22 10:16:45 INFO |  -> Pre-selected 34053 entries from 79836 ( 42.6537 % )
2018-06-22 10:16:51 INFO |  -> Selected 6722 entries ( 8.41976 % ). Overall 1108007 ( 61.5559 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:51 INFO | Using training 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
2018-06-22 10:16:51 INFO |  -> Pre-selected 31052 entries from 73850 ( 42.0474 % )
2018-06-22 10:16:56 INFO |  -> Selected 6742 entries ( 9.12932 % ). Overall 1112008 ( 61.7782 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:16:56 INFO | Using training 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
2018-06-22 10:16:57 INFO |  -> Pre-selected 31549 entries from 76498 ( 41.2416 % )
2018-06-22 10:17:04 INFO |  -> Selected 6838 entries ( 8.9388 % ). Overall 1116008 ( 62.0004 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:17:04 INFO | Using training 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
2018-06-22 10:17:04 INFO |  -> Pre-selected 33881 entries from 81087 ( 41.7835 % )
2018-06-22 10:17:10 INFO |  -> Selected 6739 entries ( 8.31083 % ). Overall 1120009 ( 62.2227 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:17:10 INFO | Using training 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
2018-06-22 10:17:10 INFO |  -> Pre-selected 32343 entries from 78099 ( 41.4128 % )
2018-06-22 10:17:16 INFO |  -> Selected 6928 entries ( 8.87079 % ). Overall 1124010 ( 62.445 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:17:16 INFO | Using training 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
2018-06-22 10:17:17 INFO |  -> Pre-selected 32853 entries from 79376 ( 41.3891 % )
2018-06-22 10:17:23 INFO |  -> Selected 6779 entries ( 8.54036 % ). Overall 1128010 ( 62.6672 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:17:23 INFO | Using training 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
2018-06-22 10:17:23 INFO |  -> Pre-selected 31636 entries from 76030 ( 41.6099 % )
2018-06-22 10:17:31 INFO |  -> Selected 6789 entries ( 8.92937 % ). Overall 1132010 ( 62.8894 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:17:31 INFO | Using training 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
2018-06-22 10:17:31 INFO |  -> Pre-selected 32933 entries from 79716 ( 41.3129 % )
2018-06-22 10:17:40 INFO |  -> Selected 6907 entries ( 8.66451 % ). Overall 1136009 ( 63.1116 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:17:40 INFO | Using training 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
2018-06-22 10:17:40 INFO |  -> Pre-selected 32983 entries from 80374 ( 41.0369 % )
2018-06-22 10:17:46 INFO |  -> Selected 6815 entries ( 8.47911 % ). Overall 1140010 ( 63.3339 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:17:46 INFO | Using training 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
2018-06-22 10:17:46 INFO |  -> Pre-selected 31742 entries from 77152 ( 41.1422 % )
2018-06-22 10:17:52 INFO |  -> Selected 6858 entries ( 8.88895 % ). Overall 1144011 ( 63.5562 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:17:52 INFO | Using training 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
2018-06-22 10:17:52 INFO |  -> Pre-selected 33024 entries from 80242 ( 41.1555 % )
2018-06-22 10:18:00 INFO |  -> Selected 6775 entries ( 8.44321 % ). Overall 1148011 ( 63.7784 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:00 INFO | Using training 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
2018-06-22 10:18:00 INFO |  -> Pre-selected 33345 entries from 81534 ( 40.897 % )
2018-06-22 10:18:09 INFO |  -> Selected 6852 entries ( 8.40386 % ). Overall 1152012 ( 64.0007 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:09 INFO | Using training 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
2018-06-22 10:18:09 INFO |  -> Pre-selected 30493 entries from 73128 ( 41.6981 % )
2018-06-22 10:18:14 INFO |  -> Selected 6694 entries ( 9.15381 % ). Overall 1156013 ( 64.2229 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:14 INFO | Using training 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
2018-06-22 10:18:15 INFO |  -> Pre-selected 31764 entries from 77330 ( 41.0759 % )
2018-06-22 10:18:20 INFO |  -> Selected 7029 entries ( 9.08962 % ). Overall 1160014 ( 64.4452 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:20 INFO | Using training 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
2018-06-22 10:18:20 INFO |  -> Pre-selected 7721 entries from 18399 ( 41.9642 % )
2018-06-22 10:18:22 INFO |  -> Selected 6740 entries ( 36.6324 % ). Overall 1164014 ( 64.6674 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:22 INFO | Using training 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
2018-06-22 10:18:22 INFO |  -> Pre-selected 31993 entries from 77707 ( 41.1713 % )
2018-06-22 10:18:28 INFO |  -> Selected 6837 entries ( 8.79844 % ). Overall 1168014 ( 64.8897 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:28 INFO | Using training 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
2018-06-22 10:18:28 INFO |  -> Pre-selected 31952 entries from 77866 ( 41.0346 % )
2018-06-22 10:18:33 INFO |  -> Selected 6830 entries ( 8.77148 % ). Overall 1172015 ( 65.1119 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:33 INFO | Using training 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
2018-06-22 10:18:33 INFO |  -> Pre-selected 16373 entries from 39976 ( 40.9571 % )
2018-06-22 10:18:36 INFO |  -> Selected 6816 entries ( 17.0502 % ). Overall 1176015 ( 65.3342 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:36 INFO | Using training 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
2018-06-22 10:18:36 INFO |  -> Pre-selected 32185 entries from 77130 ( 41.7283 % )
2018-06-22 10:18:42 INFO |  -> Selected 6802 entries ( 8.81888 % ). Overall 1180016 ( 65.5564 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:42 INFO | Using training 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
2018-06-22 10:18:43 INFO |  -> Pre-selected 31774 entries from 76337 ( 41.6233 % )
2018-06-22 10:18:49 INFO |  -> Selected 6840 entries ( 8.96027 % ). Overall 1184016 ( 65.7787 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:49 INFO | Using training 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
2018-06-22 10:18:49 INFO |  -> Pre-selected 32280 entries from 77988 ( 41.391 % )
2018-06-22 10:18:54 INFO |  -> Selected 6626 entries ( 8.49618 % ). Overall 1188016 ( 66.0009 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:18:54 INFO | Using training 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
2018-06-22 10:18:54 INFO |  -> Pre-selected 32740 entries from 79986 ( 40.9322 % )
2018-06-22 10:19:01 INFO |  -> Selected 6825 entries ( 8.53274 % ). Overall 1192016 ( 66.2231 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:01 INFO | Using training 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
2018-06-22 10:19:01 INFO |  -> Pre-selected 31643 entries from 76740 ( 41.234 % )
2018-06-22 10:19:07 INFO |  -> Selected 6856 entries ( 8.93406 % ). Overall 1196016 ( 66.4453 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:07 INFO | Using training 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
2018-06-22 10:19:07 INFO |  -> Pre-selected 31279 entries from 75661 ( 41.341 % )
2018-06-22 10:19:15 INFO |  -> Selected 6823 entries ( 9.01786 % ). Overall 1200016 ( 66.6676 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:15 INFO | Using training 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
2018-06-22 10:19:15 INFO |  -> Pre-selected 31479 entries from 75836 ( 41.5093 % )
2018-06-22 10:19:21 INFO |  -> Selected 6669 entries ( 8.79398 % ). Overall 1204016 ( 66.8898 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:21 INFO | Using training 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
2018-06-22 10:19:21 INFO |  -> Pre-selected 33393 entries from 81209 ( 41.1198 % )
2018-06-22 10:19:24 INFO |  -> Selected 6712 entries ( 8.26509 % ). Overall 1208017 ( 67.1121 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:25 INFO | Using training 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
2018-06-22 10:19:25 INFO |  -> Pre-selected 31560 entries from 75964 ( 41.546 % )
2018-06-22 10:19:30 INFO |  -> Selected 6698 entries ( 8.81733 % ). Overall 1212018 ( 67.3343 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:30 INFO | Using training 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
2018-06-22 10:19:30 INFO |  -> Pre-selected 34813 entries from 80766 ( 43.1035 % )
2018-06-22 10:19:37 INFO |  -> Selected 6697 entries ( 8.29186 % ). Overall 1216018 ( 67.5566 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:37 INFO | Using training 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
2018-06-22 10:19:37 INFO |  -> Pre-selected 6755 entries from 14840 ( 45.5189 % )
2018-06-22 10:19:40 INFO |  -> Selected 6535 entries ( 44.0364 % ). Overall 1220016 ( 67.7787 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:40 INFO | Using training 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
2018-06-22 10:19:40 INFO |  -> Pre-selected 8073 entries from 19885 ( 40.5984 % )
2018-06-22 10:19:42 INFO |  -> Selected 6852 entries ( 34.4581 % ). Overall 1224016 ( 68.0009 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:42 INFO | Using training 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
2018-06-22 10:19:42 INFO |  -> Pre-selected 30955 entries from 74787 ( 41.3909 % )
2018-06-22 10:19:49 INFO |  -> Selected 6859 entries ( 9.17138 % ). Overall 1228016 ( 68.2231 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:49 INFO | Using training 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
2018-06-22 10:19:49 INFO |  -> Pre-selected 25584 entries from 61267 ( 41.7582 % )
2018-06-22 10:19:55 INFO |  -> Selected 6905 entries ( 11.2703 % ). Overall 1232017 ( 68.4454 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:19:55 INFO | Using training 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
2018-06-22 10:19:55 INFO |  -> Pre-selected 31917 entries from 77643 ( 41.1074 % )
2018-06-22 10:20:02 INFO |  -> Selected 6874 entries ( 8.85334 % ). Overall 1236018 ( 68.6677 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:02 INFO | Using training 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
2018-06-22 10:20:02 INFO |  -> Pre-selected 35736 entries from 85166 ( 41.9604 % )
2018-06-22 10:20:09 INFO |  -> Selected 6804 entries ( 7.9891 % ). Overall 1240019 ( 68.8899 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:09 INFO | Using training 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
2018-06-22 10:20:10 INFO |  -> Pre-selected 31956 entries from 77448 ( 41.2612 % )
2018-06-22 10:20:17 INFO |  -> Selected 6752 entries ( 8.71811 % ). Overall 1244019 ( 69.1122 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:17 INFO | Using training 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
2018-06-22 10:20:17 INFO |  -> Pre-selected 33251 entries from 76962 ( 43.2044 % )
2018-06-22 10:20:25 INFO |  -> Selected 6898 entries ( 8.96286 % ). Overall 1248019 ( 69.3344 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:25 INFO | Using training 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
2018-06-22 10:20:25 INFO |  -> Pre-selected 32349 entries from 78752 ( 41.0771 % )
2018-06-22 10:20:33 INFO |  -> Selected 6876 entries ( 8.73121 % ). Overall 1252020 ( 69.5567 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:33 INFO | Using training 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
2018-06-22 10:20:33 INFO |  -> Pre-selected 31160 entries from 76622 ( 40.6672 % )
2018-06-22 10:20:39 INFO |  -> Selected 6881 entries ( 8.98045 % ). Overall 1256020 ( 69.7789 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:39 INFO | Using training 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
2018-06-22 10:20:39 INFO |  -> Pre-selected 21648 entries from 48423 ( 44.706 % )
2018-06-22 10:20:45 INFO |  -> Selected 6754 entries ( 13.9479 % ). Overall 1260021 ( 70.0012 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:45 INFO | Using training 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
2018-06-22 10:20:45 INFO |  -> Pre-selected 32923 entries from 79275 ( 41.5301 % )
2018-06-22 10:20:50 INFO |  -> Selected 6749 entries ( 8.5134 % ). Overall 1264021 ( 70.2234 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:50 INFO | Using training 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
2018-06-22 10:20:50 INFO |  -> Pre-selected 32782 entries from 79534 ( 41.2176 % )
2018-06-22 10:20:56 INFO |  -> Selected 6791 entries ( 8.53849 % ). Overall 1268021 ( 70.4456 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:20:56 INFO | Using training 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
2018-06-22 10:20:56 INFO |  -> Pre-selected 32512 entries from 79798 ( 40.7429 % )
2018-06-22 10:21:05 INFO |  -> Selected 6915 entries ( 8.66563 % ). Overall 1272022 ( 70.6679 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:05 INFO | Using training 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
2018-06-22 10:21:05 INFO |  -> Pre-selected 33479 entries from 81961 ( 40.8475 % )
2018-06-22 10:21:11 INFO |  -> Selected 6869 entries ( 8.38082 % ). Overall 1276022 ( 70.8901 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:11 INFO | Using training 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
2018-06-22 10:21:11 INFO |  -> Pre-selected 25588 entries from 63200 ( 40.4873 % )
2018-06-22 10:21:17 INFO |  -> Selected 6905 entries ( 10.9256 % ). Overall 1280022 ( 71.1123 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:17 INFO | Using training 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
2018-06-22 10:21:17 INFO |  -> Pre-selected 34201 entries from 83900 ( 40.764 % )
2018-06-22 10:21:23 INFO |  -> Selected 6852 entries ( 8.16687 % ). Overall 1284022 ( 71.3346 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:23 INFO | Using training 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
2018-06-22 10:21:24 INFO |  -> Pre-selected 28536 entries from 63886 ( 44.6671 % )
2018-06-22 10:21:29 INFO |  -> Selected 6561 entries ( 10.2699 % ). Overall 1288022 ( 71.5568 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:29 INFO | Using training 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
2018-06-22 10:21:29 INFO |  -> Pre-selected 29306 entries from 71349 ( 41.0742 % )
2018-06-22 10:21:35 INFO |  -> Selected 6895 entries ( 9.66377 % ). Overall 1292022 ( 71.779 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:35 INFO | Using training 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
2018-06-22 10:21:35 INFO |  -> Pre-selected 32030 entries from 78180 ( 40.9696 % )
2018-06-22 10:21:40 INFO |  -> Selected 6991 entries ( 8.94218 % ). Overall 1296023 ( 72.0013 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:40 INFO | Using training 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
2018-06-22 10:21:40 INFO |  -> Pre-selected 33154 entries from 80988 ( 40.9369 % )
2018-06-22 10:21:47 INFO |  -> Selected 6822 entries ( 8.42347 % ). Overall 1300023 ( 72.2235 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:47 INFO | Using training 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
2018-06-22 10:21:47 INFO |  -> Pre-selected 34639 entries from 84710 ( 40.8913 % )
2018-06-22 10:21:55 INFO |  -> Selected 6799 entries ( 8.02621 % ). Overall 1304023 ( 72.4457 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:21:55 INFO | Using training 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
2018-06-22 10:21:55 INFO |  -> Pre-selected 28171 entries from 63535 ( 44.3393 % )
2018-06-22 10:22:02 INFO |  -> Selected 6706 entries ( 10.5548 % ). Overall 1308023 ( 72.6679 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:02 INFO | Using training 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
2018-06-22 10:22:02 INFO |  -> Pre-selected 23742 entries from 56719 ( 41.859 % )
2018-06-22 10:22:06 INFO |  -> Selected 6854 entries ( 12.0841 % ). Overall 1312024 ( 72.8902 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:06 INFO | Using training 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
2018-06-22 10:22:06 INFO |  -> Pre-selected 34182 entries from 83090 ( 41.1385 % )
2018-06-22 10:22:13 INFO |  -> Selected 6771 entries ( 8.149 % ). Overall 1316024 ( 73.1124 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:13 INFO | Using training 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
2018-06-22 10:22:13 INFO |  -> Pre-selected 33318 entries from 81275 ( 40.9942 % )
2018-06-22 10:22:19 INFO |  -> Selected 6799 entries ( 8.36543 % ). Overall 1320025 ( 73.3347 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:19 INFO | Using training 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
2018-06-22 10:22:19 INFO |  -> Pre-selected 32584 entries from 80700 ( 40.3767 % )
2018-06-22 10:22:25 INFO |  -> Selected 6758 entries ( 8.37423 % ). Overall 1324025 ( 73.5569 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:25 INFO | Using training 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
2018-06-22 10:22:25 INFO |  -> Pre-selected 7857 entries from 19485 ( 40.3233 % )
2018-06-22 10:22:27 INFO |  -> Selected 6713 entries ( 34.4521 % ). Overall 1328024 ( 73.7791 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:27 INFO | Using training 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
2018-06-22 10:22:27 INFO |  -> Pre-selected 32443 entries from 79629 ( 40.7427 % )
2018-06-22 10:22:34 INFO |  -> Selected 6820 entries ( 8.56472 % ). Overall 1332025 ( 74.0014 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:34 INFO | Using training 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
2018-06-22 10:22:34 INFO |  -> Pre-selected 32141 entries from 77161 ( 41.6545 % )
2018-06-22 10:22:42 INFO |  -> Selected 6883 entries ( 8.92031 % ). Overall 1336026 ( 74.2237 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:42 INFO | Using training 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
2018-06-22 10:22:42 INFO |  -> Pre-selected 33309 entries from 82000 ( 40.6207 % )
2018-06-22 10:22:45 INFO |  -> Selected 6833 entries ( 8.33293 % ). Overall 1340026 ( 74.4459 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:45 INFO | Using training 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
2018-06-22 10:22:45 INFO |  -> Pre-selected 30430 entries from 73637 ( 41.3243 % )
2018-06-22 10:22:51 INFO |  -> Selected 6773 entries ( 9.19782 % ). Overall 1344027 ( 74.6682 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:22:51 INFO | Using training 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
2018-06-22 10:22:51 INFO |  -> Pre-selected 32118 entries from 77663 ( 41.3556 % )
2018-06-22 10:23:00 INFO |  -> Selected 6781 entries ( 8.73131 % ). Overall 1348028 ( 74.8904 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:23:00 INFO | Using training 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
2018-06-22 10:23:01 INFO |  -> Pre-selected 32780 entries from 79532 ( 41.2161 % )
2018-06-22 10:23:08 INFO |  -> Selected 6858 entries ( 8.62294 % ). Overall 1352028 ( 75.1127 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:23:08 INFO | Using training 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
2018-06-22 10:23:08 INFO |  -> Pre-selected 30004 entries from 71854 ( 41.7569 % )
2018-06-22 10:23:14 INFO |  -> Selected 6868 entries ( 9.55827 % ). Overall 1356029 ( 75.3349 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:23:14 INFO | Using training 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
2018-06-22 10:23:15 INFO |  -> Pre-selected 30184 entries from 71104 ( 42.4505 % )
2018-06-22 10:23:22 INFO |  -> Selected 6810 entries ( 9.57752 % ). Overall 1360030 ( 75.5572 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:23:22 INFO | Using training 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
2018-06-22 10:23:22 INFO |  -> Pre-selected 33333 entries from 80439 ( 41.4389 % )
2018-06-22 10:23:34 INFO |  -> Selected 6762 entries ( 8.40637 % ). Overall 1364030 ( 75.7794 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:23:34 INFO | Using training 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
2018-06-22 10:23:34 INFO |  -> Pre-selected 32242 entries from 78946 ( 40.8406 % )
2018-06-22 10:23:39 INFO |  -> Selected 6805 entries ( 8.61982 % ). Overall 1368031 ( 76.0017 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:23:39 INFO | Using training 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
2018-06-22 10:23:40 INFO |  -> Pre-selected 32222 entries from 78289 ( 41.1578 % )
2018-06-22 10:23:47 INFO |  -> Selected 6899 entries ( 8.81222 % ). Overall 1372032 ( 76.224 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:23:47 INFO | Using training 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
2018-06-22 10:23:48 INFO |  -> Pre-selected 32516 entries from 79316 ( 40.9955 % )
2018-06-22 10:23:54 INFO |  -> Selected 6779 entries ( 8.54683 % ). Overall 1376032 ( 76.4462 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:23:54 INFO | Using training 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
2018-06-22 10:23:54 INFO |  -> Pre-selected 31391 entries from 75382 ( 41.6426 % )
2018-06-22 10:24:00 INFO |  -> Selected 6722 entries ( 8.91725 % ). Overall 1380032 ( 76.6684 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:00 INFO | Using training 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
2018-06-22 10:24:00 INFO |  -> Pre-selected 33177 entries from 81278 ( 40.8192 % )
2018-06-22 10:24:07 INFO |  -> Selected 6884 entries ( 8.4697 % ). Overall 1384033 ( 76.8907 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:07 INFO | Using training 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
2018-06-22 10:24:07 INFO |  -> Pre-selected 32334 entries from 77998 ( 41.4549 % )
2018-06-22 10:24:12 INFO |  -> Selected 6804 entries ( 8.7233 % ). Overall 1388034 ( 77.113 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:12 INFO | Using training 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
2018-06-22 10:24:12 INFO |  -> Pre-selected 27429 entries from 61736 ( 44.4295 % )
2018-06-22 10:24:18 INFO |  -> Selected 6661 entries ( 10.7895 % ). Overall 1392034 ( 77.3352 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:18 INFO | Using training 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
2018-06-22 10:24:19 INFO |  -> Pre-selected 32347 entries from 77987 ( 41.4774 % )
2018-06-22 10:24:25 INFO |  -> Selected 6848 entries ( 8.78095 % ). Overall 1396034 ( 77.5574 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:25 INFO | Using training 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
2018-06-22 10:24:26 INFO |  -> Pre-selected 31375 entries from 73533 ( 42.6679 % )
2018-06-22 10:24:31 INFO |  -> Selected 6760 entries ( 9.19315 % ). Overall 1400035 ( 77.7797 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:31 INFO | Using training 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
2018-06-22 10:24:31 INFO |  -> Pre-selected 31141 entries from 73917 ( 42.1297 % )
2018-06-22 10:24:36 INFO |  -> Selected 6686 entries ( 9.04528 % ). Overall 1404035 ( 78.0019 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:36 INFO | Using training 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
2018-06-22 10:24:36 INFO |  -> Pre-selected 34119 entries from 80730 ( 42.2631 % )
2018-06-22 10:24:44 INFO |  -> Selected 6665 entries ( 8.25591 % ). Overall 1408035 ( 78.2242 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:44 INFO | Using training file (353/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:24:45 INFO |  -> Pre-selected 31581 entries from 76225 ( 41.4313 % )
2018-06-22 10:24:52 INFO |  -> Selected 6798 entries ( 8.91833 % ). Overall 1412036 ( 78.4464 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:52 INFO | Using training file (354/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:24:52 INFO |  -> Pre-selected 7128 entries from 15766 ( 45.2112 % )
2018-06-22 10:24:53 INFO |  -> Selected 6650 entries ( 42.1794 % ). Overall 1416036 ( 78.6687 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:54 INFO | Using training file (355/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:24:54 INFO |  -> Pre-selected 28608 entries from 69533 ( 41.1431 % )
2018-06-22 10:24:59 INFO |  -> Selected 6874 entries ( 9.88595 % ). Overall 1420036 ( 78.8909 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:24:59 INFO | Using training file (356/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:24:59 INFO |  -> Pre-selected 24515 entries from 59683 ( 41.0753 % )
2018-06-22 10:25:04 INFO |  -> Selected 6832 entries ( 11.4471 % ). Overall 1424037 ( 79.1132 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:04 INFO | Using training file (357/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000073.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:04 INFO |  -> Pre-selected 31136 entries from 74522 ( 41.781 % )
2018-06-22 10:25:10 INFO |  -> Selected 6633 entries ( 8.90073 % ). Overall 1428037 ( 79.3354 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:10 INFO | Using training file (358/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000075.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:10 INFO |  -> Pre-selected 32719 entries from 80037 ( 40.8798 % )
2018-06-22 10:25:17 INFO |  -> Selected 6838 entries ( 8.54355 % ). Overall 1432038 ( 79.5577 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:17 INFO | Using training file (359/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:17 INFO |  -> Pre-selected 32420 entries from 77163 ( 42.015 % )
2018-06-22 10:25:26 INFO |  -> Selected 6868 entries ( 8.90064 % ). Overall 1436038 ( 79.7799 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:26 INFO | Using training file (360/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:26 INFO |  -> Pre-selected 32577 entries from 78747 ( 41.3692 % )
2018-06-22 10:25:33 INFO |  -> Selected 6778 entries ( 8.60731 % ). Overall 1440039 ( 80.0022 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:34 INFO | Using training file (361/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:34 INFO |  -> Pre-selected 29430 entries from 70442 ( 41.7791 % )
2018-06-22 10:25:41 INFO |  -> Selected 6765 entries ( 9.60365 % ). Overall 1444040 ( 80.2244 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:41 INFO | Using training file (362/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:41 INFO |  -> Pre-selected 31638 entries from 77223 ( 40.9697 % )
2018-06-22 10:25:47 INFO |  -> Selected 6919 entries ( 8.95977 % ). Overall 1448040 ( 80.4467 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:47 INFO | Using training file (363/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:48 INFO |  -> Pre-selected 25572 entries from 61283 ( 41.7277 % )
2018-06-22 10:25:52 INFO |  -> Selected 6845 entries ( 11.1695 % ). Overall 1452040 ( 80.6689 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:52 INFO | Using training file (364/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:52 INFO |  -> Pre-selected 27011 entries from 60416 ( 44.7084 % )
2018-06-22 10:25:57 INFO |  -> Selected 6683 entries ( 11.0616 % ). Overall 1456040 ( 80.8911 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:25:57 INFO | Using training file (365/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:25:57 INFO |  -> Pre-selected 17484 entries from 42372 ( 41.2631 % )
2018-06-22 10:26:01 INFO |  -> Selected 6934 entries ( 16.3646 % ). Overall 1460040 ( 81.1133 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:26:01 INFO | Using training file (366/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:26:01 INFO |  -> Pre-selected 32928 entries from 80336 ( 40.9879 % )
2018-06-22 10:26:09 INFO |  -> Selected 6702 entries ( 8.34246 % ). Overall 1464040 ( 81.3356 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:26:09 INFO | Using training file (367/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:26:09 INFO |  -> Pre-selected 19614 entries from 47632 ( 41.1782 % )
2018-06-22 10:26:13 INFO |  -> Selected 6872 entries ( 14.4273 % ). Overall 1468040 ( 81.5578 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:26:13 INFO | Using training file (368/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:26:14 INFO |  -> Pre-selected 34077 entries from 82257 ( 41.4275 % )
2018-06-22 10:26:22 INFO |  -> Selected 6832 entries ( 8.30568 % ). Overall 1472041 ( 81.7801 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:26:22 INFO | Using training file (369/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:26:22 INFO |  -> Pre-selected 30268 entries from 71933 ( 42.078 % )
2018-06-22 10:26:29 INFO |  -> Selected 6789 entries ( 9.43795 % ). Overall 1476041 ( 82.0023 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:26:29 INFO | Using training file (370/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:26:30 INFO |  -> Pre-selected 32053 entries from 76898 ( 41.6825 % )
2018-06-22 10:26:36 INFO |  -> Selected 6811 entries ( 8.85719 % ). Overall 1480041 ( 82.2245 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:26:36 INFO | Using training file (371/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:26:37 INFO |  -> Pre-selected 32642 entries from 79543 ( 41.0369 % )
2018-06-22 10:26:44 INFO |  -> Selected 6838 entries ( 8.59661 % ). Overall 1484042 ( 82.4468 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:26:44 INFO | Using training file (372/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:26:44 INFO |  -> Pre-selected 32698 entries from 75582 ( 43.2616 % )
2018-06-22 10:26:52 INFO |  -> Selected 6782 entries ( 8.97304 % ). Overall 1488043 ( 82.6691 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:26:52 INFO | Using training file (373/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:26:52 INFO |  -> Pre-selected 32715 entries from 79132 ( 41.3423 % )
2018-06-22 10:27:00 INFO |  -> Selected 6773 entries ( 8.55912 % ). Overall 1492044 ( 82.8913 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:00 INFO | Using training file (374/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:00 INFO |  -> Pre-selected 8413 entries from 20745 ( 40.5544 % )
2018-06-22 10:27:02 INFO |  -> Selected 6813 entries ( 32.8416 % ). Overall 1496036 ( 83.1131 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:02 INFO | Using training file (375/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:02 INFO |  -> Pre-selected 32040 entries from 79232 ( 40.4382 % )
2018-06-22 10:27:11 INFO |  -> Selected 6952 entries ( 8.77423 % ). Overall 1500036 ( 83.3353 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:11 INFO | Using training file (376/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:11 INFO |  -> Pre-selected 31929 entries from 76360 ( 41.8138 % )
2018-06-22 10:27:17 INFO |  -> Selected 6743 entries ( 8.83054 % ). Overall 1504037 ( 83.5576 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:17 INFO | Using training file (377/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:17 INFO |  -> Pre-selected 32142 entries from 76433 ( 42.0525 % )
2018-06-22 10:27:24 INFO |  -> Selected 6813 entries ( 8.91369 % ). Overall 1508037 ( 83.7798 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:24 INFO | Using training file (378/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:24 INFO |  -> Pre-selected 33286 entries from 80597 ( 41.2993 % )
2018-06-22 10:27:31 INFO |  -> Selected 6787 entries ( 8.42091 % ). Overall 1512037 ( 84.0021 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:31 INFO | Using training file (379/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:31 INFO |  -> Pre-selected 20986 entries from 51379 ( 40.8455 % )
2018-06-22 10:27:37 INFO |  -> Selected 6858 entries ( 13.3479 % ). Overall 1516038 ( 84.2243 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:37 INFO | Using training file (380/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:38 INFO |  -> Pre-selected 27084 entries from 61108 ( 44.3215 % )
2018-06-22 10:27:44 INFO |  -> Selected 6641 entries ( 10.8676 % ). Overall 1520039 ( 84.4466 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:44 INFO | Using training file (381/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:45 INFO |  -> Pre-selected 32682 entries from 78982 ( 41.379 % )
2018-06-22 10:27:51 INFO |  -> Selected 6783 entries ( 8.58803 % ). Overall 1524039 ( 84.6688 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:51 INFO | Using training file (382/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:51 INFO |  -> Pre-selected 13843 entries from 31474 ( 43.9823 % )
2018-06-22 10:27:54 INFO |  -> Selected 6661 entries ( 21.1635 % ). Overall 1528039 ( 84.8911 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:27:54 INFO | Using training file (383/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:27:54 INFO |  -> Pre-selected 29558 entries from 71890 ( 41.1156 % )
2018-06-22 10:28:01 INFO |  -> Selected 6643 entries ( 9.24051 % ). Overall 1532040 ( 85.1133 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:01 INFO | Using training file (384/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:28:01 INFO |  -> Pre-selected 31086 entries from 75034 ( 41.4292 % )
2018-06-22 10:28:09 INFO |  -> Selected 6679 entries ( 8.9013 % ). Overall 1536041 ( 85.3356 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:09 INFO | Using training file (385/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:28:09 INFO |  -> Pre-selected 31592 entries from 76196 ( 41.4615 % )
2018-06-22 10:28:17 INFO |  -> Selected 6767 entries ( 8.88104 % ). Overall 1540042 ( 85.5579 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:17 INFO | Using training file (386/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:28:17 INFO |  -> Pre-selected 26223 entries from 58307 ( 44.974 % )
2018-06-22 10:28:24 INFO |  -> Selected 6762 entries ( 11.5972 % ). Overall 1544042 ( 85.7801 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:24 INFO | Using training file (387/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:28:25 INFO |  -> Pre-selected 35226 entries from 82669 ( 42.6109 % )
2018-06-22 10:28:32 INFO |  -> Selected 6763 entries ( 8.18082 % ). Overall 1548042 ( 86.0023 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:32 INFO | Using training file (388/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:28:32 INFO |  -> Pre-selected 32344 entries from 77566 ( 41.6987 % )
2018-06-22 10:28:39 INFO |  -> Selected 6703 entries ( 8.64167 % ). Overall 1552042 ( 86.2246 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:39 INFO | Using training file (389/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:28:40 INFO |  -> Pre-selected 32431 entries from 74643 ( 43.4481 % )
2018-06-22 10:28:49 INFO |  -> Selected 6747 entries ( 9.03903 % ). Overall 1556043 ( 86.4468 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:49 INFO | Using training file (390/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:28:50 INFO |  -> Pre-selected 31599 entries from 77451 ( 40.7987 % )
2018-06-22 10:28:57 INFO |  -> Selected 6855 entries ( 8.85076 % ). Overall 1560044 ( 86.6691 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:57 INFO | Using training file (391/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:28:57 INFO |  -> Pre-selected 8841 entries from 21614 ( 40.904 % )
2018-06-22 10:28:59 INFO |  -> Selected 6770 entries ( 31.3223 % ). Overall 1564045 ( 86.8914 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:28:59 INFO | Using training file (392/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:00 INFO |  -> Pre-selected 31621 entries from 76916 ( 41.1111 % )
2018-06-22 10:29:07 INFO |  -> Selected 6788 entries ( 8.82521 % ). Overall 1568046 ( 87.1137 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:29:07 INFO | Using training file (393/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:08 INFO |  -> Pre-selected 32735 entries from 79244 ( 41.3091 % )
2018-06-22 10:29:16 INFO |  -> Selected 6717 entries ( 8.47635 % ). Overall 1572047 ( 87.3359 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:29:16 INFO | Using training file (394/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:16 INFO |  -> Pre-selected 33757 entries from 81728 ( 41.3041 % )
2018-06-22 10:29:23 INFO |  -> Selected 6872 entries ( 8.40838 % ). Overall 1576048 ( 87.5582 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:29:23 INFO | Using training file (395/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:23 INFO |  -> Pre-selected 32345 entries from 78031 ( 41.4515 % )
2018-06-22 10:29:29 INFO |  -> Selected 6840 entries ( 8.76575 % ). Overall 1580048 ( 87.7804 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:29:29 INFO | Using training file (396/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:29 INFO |  -> Pre-selected 34699 entries from 81599 ( 42.5238 % )
2018-06-22 10:29:35 INFO |  -> Selected 6717 entries ( 8.23172 % ). Overall 1584048 ( 88.0027 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:29:35 INFO | Using training file (397/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:35 INFO |  -> Pre-selected 33124 entries from 80035 ( 41.3869 % )
2018-06-22 10:29:41 INFO |  -> Selected 6771 entries ( 8.46005 % ). Overall 1588048 ( 88.2249 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:29:41 INFO | Using training file (398/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:41 INFO |  -> Pre-selected 32030 entries from 77233 ( 41.4719 % )
2018-06-22 10:29:47 INFO |  -> Selected 6842 entries ( 8.85891 % ). Overall 1592049 ( 88.4472 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:29:47 INFO | Using training file (399/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:47 INFO |  -> Pre-selected 32594 entries from 79800 ( 40.8446 % )
2018-06-22 10:29:52 INFO |  -> Selected 6803 entries ( 8.52506 % ). Overall 1596049 ( 88.6694 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:29:52 INFO | Using training file (400/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:29:52 INFO |  -> Pre-selected 33303 entries from 81555 ( 40.835 % )
2018-06-22 10:30:00 INFO |  -> Selected 6758 entries ( 8.28643 % ). Overall 1600049 ( 88.8916 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:00 INFO | Using training file (401/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:00 INFO |  -> Pre-selected 31753 entries from 76859 ( 41.3133 % )
2018-06-22 10:30:07 INFO |  -> Selected 6664 entries ( 8.67042 % ). Overall 1604049 ( 89.1138 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:07 INFO | Using training file (402/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:08 INFO |  -> Pre-selected 32275 entries from 78931 ( 40.8901 % )
2018-06-22 10:30:14 INFO |  -> Selected 6875 entries ( 8.71014 % ). Overall 1608050 ( 89.3361 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:14 INFO | Using training file (403/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:14 INFO |  -> Pre-selected 21653 entries from 53209 ( 40.6942 % )
2018-06-22 10:30:17 INFO |  -> Selected 6830 entries ( 12.8362 % ). Overall 1612050 ( 89.5583 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:17 INFO | Using training file (404/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000072.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:17 INFO |  -> Pre-selected 32153 entries from 78096 ( 41.1711 % )
2018-06-22 10:30:22 INFO |  -> Selected 6765 entries ( 8.66242 % ). Overall 1616050 ( 89.7806 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:22 INFO | Using training file (405/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:22 INFO |  -> Pre-selected 32106 entries from 77810 ( 41.262 % )
2018-06-22 10:30:30 INFO |  -> Selected 6777 entries ( 8.70968 % ). Overall 1620050 ( 90.0028 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:30 INFO | Using training file (406/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:30 INFO |  -> Pre-selected 33655 entries from 82597 ( 40.746 % )
2018-06-22 10:30:36 INFO |  -> Selected 6988 entries ( 8.46036 % ). Overall 1624050 ( 90.225 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:36 INFO | Using training file (407/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:37 INFO |  -> Pre-selected 34275 entries from 81125 ( 42.2496 % )
2018-06-22 10:30:44 INFO |  -> Selected 6752 entries ( 8.32296 % ). Overall 1628051 ( 90.4473 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:44 INFO | Using training file (408/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:44 INFO |  -> Pre-selected 32034 entries from 77988 ( 41.0756 % )
2018-06-22 10:30:52 INFO |  -> Selected 6840 entries ( 8.77058 % ). Overall 1632052 ( 90.6696 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:52 INFO | Using training file (409/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:52 INFO |  -> Pre-selected 33383 entries from 81749 ( 40.836 % )
2018-06-22 10:30:59 INFO |  -> Selected 7054 entries ( 8.62885 % ). Overall 1636052 ( 90.8918 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:30:59 INFO | Using training file (410/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:30:59 INFO |  -> Pre-selected 30882 entries from 74477 ( 41.4652 % )
2018-06-22 10:31:05 INFO |  -> Selected 6879 entries ( 9.23641 % ). Overall 1640052 ( 91.114 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:31:05 INFO | Using training file (411/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:31:05 INFO |  -> Pre-selected 31011 entries from 75846 ( 40.8868 % )
2018-06-22 10:31:12 INFO |  -> Selected 6981 entries ( 9.20418 % ). Overall 1644052 ( 91.3362 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:31:12 INFO | Using training file (412/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:31:12 INFO |  -> Pre-selected 32152 entries from 77907 ( 41.2697 % )
2018-06-22 10:31:19 INFO |  -> Selected 6951 entries ( 8.92218 % ). Overall 1648052 ( 91.5584 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:31:19 INFO | Using training file (413/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:31:20 INFO |  -> Pre-selected 32341 entries from 79826 ( 40.5144 % )
2018-06-22 10:31:26 INFO |  -> Selected 6907 entries ( 8.65257 % ). Overall 1652052 ( 91.7807 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:31:26 INFO | Using training file (414/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:31:26 INFO |  -> Pre-selected 32078 entries from 77485 ( 41.399 % )
2018-06-22 10:31:34 INFO |  -> Selected 6842 entries ( 8.8301 % ). Overall 1656052 ( 92.0029 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:31:34 INFO | Using training file (415/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:31:34 INFO |  -> Pre-selected 33781 entries from 82094 ( 41.1492 % )
2018-06-22 10:31:44 INFO |  -> Selected 6819 entries ( 8.30633 % ). Overall 1660052 ( 92.2251 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:31:44 INFO | Using training file (416/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:31:44 INFO |  -> Pre-selected 32092 entries from 76835 ( 41.7674 % )
2018-06-22 10:31:51 INFO |  -> Selected 6697 entries ( 8.71608 % ). Overall 1664052 ( 92.4473 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:31:51 INFO | Using training file (417/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:31:52 INFO |  -> Pre-selected 32174 entries from 76428 ( 42.0971 % )
2018-06-22 10:31:58 INFO |  -> Selected 6843 entries ( 8.95352 % ). Overall 1668053 ( 92.6696 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:31:58 INFO | Using training file (418/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000059.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:31:58 INFO |  -> Pre-selected 32613 entries from 78581 ( 41.5024 % )
2018-06-22 10:32:04 INFO |  -> Selected 6774 entries ( 8.6204 % ). Overall 1672054 ( 92.8919 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:32:04 INFO | Using training file (419/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:32:04 INFO |  -> Pre-selected 31688 entries from 77001 ( 41.1527 % )
2018-06-22 10:32:09 INFO |  -> Selected 6908 entries ( 8.97131 % ). Overall 1676054 ( 93.1141 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:32:09 INFO | Using training file (420/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:32:10 INFO |  -> Pre-selected 31463 entries from 75692 ( 41.5671 % )
2018-06-22 10:32:18 INFO |  -> Selected 6776 entries ( 8.95207 % ). Overall 1680054 ( 93.3363 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:32:18 INFO | Using training file (421/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:32:18 INFO |  -> Pre-selected 31379 entries from 75976 ( 41.3012 % )
2018-06-22 10:32:26 INFO |  -> Selected 6764 entries ( 8.90281 % ). Overall 1684054 ( 93.5586 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:32:26 INFO | Using training file (422/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000058.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:32:26 INFO |  -> Pre-selected 32707 entries from 79890 ( 40.94 % )
2018-06-22 10:32:32 INFO |  -> Selected 6941 entries ( 8.6882 % ). Overall 1688054 ( 93.7808 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:32:32 INFO | Using training file (423/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:32:33 INFO |  -> Pre-selected 31867 entries from 76573 ( 41.6165 % )
2018-06-22 10:32:42 INFO |  -> Selected 6684 entries ( 8.72893 % ). Overall 1692054 ( 94.003 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:32:42 INFO | Using training file (424/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:32:42 INFO |  -> Pre-selected 34099 entries from 82037 ( 41.5654 % )
2018-06-22 10:32:51 INFO |  -> Selected 6983 entries ( 8.51201 % ). Overall 1696054 ( 94.2252 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:32:51 INFO | Using training file (425/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:32:51 INFO |  -> Pre-selected 32518 entries from 78563 ( 41.391 % )
2018-06-22 10:32:59 INFO |  -> Selected 6686 entries ( 8.51037 % ). Overall 1700054 ( 94.4474 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:32:59 INFO | Using training file (426/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:32:59 INFO |  -> Pre-selected 32305 entries from 78301 ( 41.2575 % )
2018-06-22 10:33:10 INFO |  -> Selected 6894 entries ( 8.80449 % ). Overall 1704054 ( 94.6697 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:33:10 INFO | Using training file (427/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:33:10 INFO |  -> Pre-selected 32579 entries from 78960 ( 41.2601 % )
2018-06-22 10:33:18 INFO |  -> Selected 6868 entries ( 8.69807 % ). Overall 1708055 ( 94.8919 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:33:18 INFO | Using training file (428/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:33:18 INFO |  -> Pre-selected 25324 entries from 58191 ( 43.5188 % )
2018-06-22 10:33:25 INFO |  -> Selected 6669 entries ( 11.4605 % ). Overall 1712056 ( 95.1142 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:33:25 INFO | Using training file (429/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:33:25 INFO |  -> Pre-selected 34938 entries from 82458 ( 42.3707 % )
2018-06-22 10:33:35 INFO |  -> Selected 6841 entries ( 8.29634 % ). Overall 1716056 ( 95.3364 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:33:35 INFO | Using training file (430/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:33:35 INFO |  -> Pre-selected 27483 entries from 61883 ( 44.4112 % )
2018-06-22 10:33:41 INFO |  -> Selected 6782 entries ( 10.9594 % ). Overall 1720057 ( 95.5587 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:33:41 INFO | Using training file (431/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:33:41 INFO |  -> Pre-selected 33026 entries from 77851 ( 42.4221 % )
2018-06-22 10:33:47 INFO |  -> Selected 6851 entries ( 8.80014 % ). Overall 1724058 ( 95.781 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:33:47 INFO | Using training file (432/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000016.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:33:47 INFO |  -> Pre-selected 31857 entries from 77116 ( 41.3105 % )
2018-06-22 10:33:52 INFO |  -> Selected 6840 entries ( 8.86975 % ). Overall 1728058 ( 96.0032 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:33:52 INFO | Using training file (433/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:33:53 INFO |  -> Pre-selected 32815 entries from 80705 ( 40.6604 % )
2018-06-22 10:33:58 INFO |  -> Selected 6769 entries ( 8.38734 % ). Overall 1732059 ( 96.2255 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:33:58 INFO | Using training file (434/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:33:58 INFO |  -> Pre-selected 33206 entries from 80189 ( 41.4097 % )
2018-06-22 10:34:06 INFO |  -> Selected 6754 entries ( 8.4226 % ). Overall 1736060 ( 96.4478 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:06 INFO | Using training file (435/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:07 INFO |  -> Pre-selected 24490 entries from 59451 ( 41.1936 % )
2018-06-22 10:34:12 INFO |  -> Selected 6754 entries ( 11.3606 % ). Overall 1740060 ( 96.67 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:12 INFO | Using training file (436/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:12 INFO |  -> Pre-selected 32090 entries from 78173 ( 41.05 % )
2018-06-22 10:34:18 INFO |  -> Selected 6872 entries ( 8.79076 % ). Overall 1744061 ( 96.8923 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:18 INFO | Using training file (437/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:18 INFO |  -> Pre-selected 31532 entries from 76402 ( 41.2712 % )
2018-06-22 10:34:23 INFO |  -> Selected 6851 entries ( 8.96704 % ). Overall 1748061 ( 97.1145 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:23 INFO | Using training file (438/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:24 INFO |  -> Pre-selected 32749 entries from 79267 ( 41.3148 % )
2018-06-22 10:34:29 INFO |  -> Selected 6767 entries ( 8.53697 % ). Overall 1752061 ( 97.3367 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:29 INFO | Using training file (439/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:29 INFO |  -> Pre-selected 32495 entries from 74183 ( 43.8038 % )
2018-06-22 10:34:37 INFO |  -> Selected 6826 entries ( 9.20157 % ). Overall 1756061 ( 97.5589 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:37 INFO | Using training file (440/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:37 INFO |  -> Pre-selected 32764 entries from 79664 ( 41.1277 % )
2018-06-22 10:34:43 INFO |  -> Selected 6814 entries ( 8.55342 % ). Overall 1760061 ( 97.7812 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:43 INFO | Using training file (441/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:43 INFO |  -> Pre-selected 7494 entries from 18053 ( 41.5111 % )
2018-06-22 10:34:45 INFO |  -> Selected 6726 entries ( 37.257 % ). Overall 1764061 ( 98.0034 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:45 INFO | Using training file (442/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:45 INFO |  -> Pre-selected 32268 entries from 78601 ( 41.0529 % )
2018-06-22 10:34:50 INFO |  -> Selected 6713 entries ( 8.5406 % ). Overall 1768061 ( 98.2256 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:50 INFO | Using training file (443/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:51 INFO |  -> Pre-selected 31737 entries from 76670 ( 41.3943 % )
2018-06-22 10:34:56 INFO |  -> Selected 6755 entries ( 8.81049 % ). Overall 1772062 ( 98.4479 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:34:56 INFO | Using training file (444/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:34:56 INFO |  -> Pre-selected 26137 entries from 63645 ( 41.0669 % )
2018-06-22 10:35:00 INFO |  -> Selected 6783 entries ( 10.6576 % ). Overall 1776062 ( 98.6701 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:35:00 INFO | Using training file (445/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:35:01 INFO |  -> Pre-selected 33679 entries from 81447 ( 41.3508 % )
2018-06-22 10:35:08 INFO |  -> Selected 6740 entries ( 8.27532 % ). Overall 1780062 ( 98.8923 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:35:08 INFO | Using training file (446/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:35:08 INFO |  -> Pre-selected 24322 entries from 57897 ( 42.0091 % )
2018-06-22 10:35:12 INFO |  -> Selected 6854 entries ( 11.8383 % ). Overall 1784063 ( 99.1146 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:35:12 INFO | Using training file (447/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:35:13 INFO |  -> Pre-selected 27412 entries from 62587 ( 43.7982 % )
2018-06-22 10:35:17 INFO |  -> Selected 6631 entries ( 10.5949 % ). Overall 1788064 ( 99.3369 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:35:17 INFO | Using training file (448/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:35:17 INFO |  -> Pre-selected 32001 entries from 76686 ( 41.7299 % )
2018-06-22 10:35:23 INFO |  -> Selected 6844 entries ( 8.92471 % ). Overall 1792064 ( 99.5591 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:35:23 INFO | Using training file (449/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:35:23 INFO |  -> Pre-selected 31247 entries from 72141 ( 43.3138 % )
2018-06-22 10:35:29 INFO |  -> Selected 6661 entries ( 9.23331 % ). Overall 1796065 ( 99.7814 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:35:29 INFO | Using training file (450/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-22 10:35:29 INFO |  -> Pre-selected 34903 entries from 84338 ( 41.3847 % )
2018-06-22 10:35:39 INFO |  -> Selected 6717 entries ( 7.96438 % ). Overall 1800000 ( 100 % ) of required 1800000 non-ghost training entries.
2018-06-22 10:35:39 INFO | Considered 13712229 tracks for input to MVA training
2018-06-22 10:35:39 INFO |   Sel. Eff. = 22.3345%
2018-06-22 10:35:39 INFO | Selected 2144238/771384 tracks for input to MVA training/testing
2018-06-22 10:35:39 INFO |   Ghost percentage = 16.0541%
2018-06-22 10:35:39 INFO |   Electron percentage = 0.443607%
2018-06-22 10:35:39 INFO |   Muon percentage = 3.69189%
2018-06-22 10:35:39 INFO |   Pion percentage = 64.0893%
2018-06-22 10:35:39 INFO |   Kaon percentage = 0.276975%
2018-06-22 10:35:39 INFO |   Proton percentage = 15.4435%
2018-06-22 10:35:39 INFO | Skipped 3 contributions below 0.01%
                         : Add Tree TrainAssignTree_Signal of type Signal with 331146 events
                         : Add Tree TestAssignTree_Signal of type Signal with 141803 events
                         : Add Tree TrainAssignTree_Background of type Background with 1813092 events
                         : Add Tree TestAssignTree_Background of type Background with 776515 events
                         : Dataset[GlobalPID_DataSet] : Class index : 0  name : Signal
                         : Dataset[GlobalPID_DataSet] : Class index : 1  name : Background
2018-06-22 10:35:39 INFO | Input layer has 43 nodes, hidden layer1 has 67 nodes, hidden layer2 has 67 nodes.
2018-06-22 10:35:39 INFO | TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=67,67:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=sigmoid:TrainingMethod=BP:EstimatorType=CE'
<HEADER> Factory                  : Booking method: Proton_Downstream_TMVA
                         : 
<VERBOSE>                          : Parsing option string: 
<VERBOSE>                          : ... "H:V:EpochMonitoring:HiddenLayers=67,67: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=67,67: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: "67,67" [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> Proton_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 'RichAbovePrThres' <---> Output : variable 'RichAbovePrThres'
                         : 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> Proton_Downstream_TMVA   : Building Network. 
                         : Initializing weights
2018-06-22 10:35:40 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            : 331146
                         : Signal     -- testing events             : 141803
                         : Signal     -- training and testing events: 472949
                         : Background -- training events            : 1813092
                         : Background -- testing events             : 776515
                         : Background -- training and testing events: 2589607
                         : 
<HEADER> DataSetInfo              : Correlation matrix (Signal):
                         : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                         :                         TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres 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  +0.504          -0.011      -0.055                +0.315        -0.020        -0.034        -0.356        +0.498           +0.210           +0.602           +0.731   +0.074    +0.051   +0.024   +0.065   +0.049    +0.048   -0.047    -0.035   -0.035     -0.047      -0.068    +0.157          -0.035    -0.125   -0.126    -0.125    -0.091   -0.091    -0.091     -0.128          +0.404       -0.127       +0.232    +0.276    +0.381            +0.232      -0.127          -0.021   -0.001    +0.011
                         :               TrackPt:  +0.504  +1.000          -0.071      +0.015                -0.126        -0.044        +0.019        +0.151        +0.252           +0.224           +0.442           +0.446   +0.110    +0.095   +0.123   +0.173   +0.164    +0.165   -0.054    -0.092   -0.092     -0.054      -0.084    +0.161          -0.092    +0.085   +0.084    +0.084    +0.089   +0.089    +0.088     +0.080          +0.265       +0.082       +0.316    +0.272    +0.196            +0.316      +0.082          -0.008   +0.031    +0.030
                         :       TrackChi2PerDof:  -0.011  -0.071          +1.000      -0.081                +0.434        +0.672        -0.070        -0.023        -0.032           -0.096           -0.038           -0.010   -0.008    -0.003   -0.013   -0.017   -0.017    -0.017   -0.000    -0.001   -0.001     -0.000      +0.007    -0.084          -0.001    -0.067   -0.067    -0.067    -0.066   -0.066    -0.066     -0.066          -0.012       -0.067       -0.052    -0.023    +0.004            -0.052      -0.067          -0.009   -0.009    -0.007
                         :           TrackNumDof:  -0.055  +0.015          -0.081      +1.000                -0.424        +0.196        +0.908        +0.062        -0.019           +0.100           -0.026           -0.049   +0.005    +0.001   +0.010   +0.011   +0.011    +0.012   -0.004    -0.011   -0.011     -0.004      -0.010    +0.078          -0.011    +0.103   +0.103    +0.103    +0.091   +0.091    +0.091     +0.102          -0.006       +0.103       +0.043    +0.020    -0.022            +0.043      +0.103          +0.013   +0.017    +0.012
                         : TrackGhostProbability:  +0.315  -0.126          +0.434      -0.424                +1.000        +0.028        -0.318        -0.362        +0.275           +0.041           +0.238           +0.231   -0.046    -0.061   -0.098   -0.098   -0.102    -0.103   +0.003    +0.041   +0.041     +0.003      +0.034    +0.061          +0.041    -0.071   -0.072    -0.071    -0.037   -0.038    -0.037     -0.070          +0.186       -0.073       +0.017    +0.090    +0.208            +0.017      -0.073          +0.000   -0.032    -0.021
                         :         TrackFitTChi2:  -0.020  -0.044          +0.672      +0.196                +0.028        +1.000        +0.216        +0.001        -0.025           -0.037           -0.032           -0.014   -0.004    -0.003   -0.008   -0.011   -0.011    -0.011   +0.004    +0.002   +0.002     +0.004      +0.009    -0.048          +0.002    -0.027   -0.027    -0.027    -0.032   -0.032    -0.032     -0.026          -0.003       -0.028       -0.031    -0.008    +0.003            -0.031      -0.028          -0.003   -0.003    -0.003
                         :         TrackFitTNDoF:  -0.034  +0.019          -0.070      +0.908                -0.318        +0.216        +1.000        +0.040        -0.003           +0.112           -0.010           -0.034   +0.003    -0.002   +0.006   +0.007   +0.007    +0.007   -0.005    -0.011   -0.011     -0.005      -0.012    +0.091          -0.011    +0.107   +0.107    +0.107    +0.095   +0.095    +0.095     +0.106          +0.008       +0.107       +0.049    +0.031    -0.010            +0.049      +0.107          +0.013   +0.017    +0.012
                         :         RichUsedR1Gas:  -0.356  +0.151          -0.023      +0.062                -0.362        +0.001        +0.040        +1.000        -0.227           +0.013           -0.135           -0.114   +0.242    +0.252   +0.274   +0.271   +0.270    +0.269   +0.018    -0.013   -0.013     +0.018      +0.009    -0.069          -0.013    +0.148   +0.148    +0.148    +0.083   +0.083    +0.083     +0.147          -0.123       +0.149       +0.051    -0.036    -0.197            +0.051      +0.149          +0.013   +0.108    +0.101
                         :         RichUsedR2Gas:  +0.498  +0.252          -0.032      -0.019                +0.275        -0.025        -0.003        -0.227        +1.000           +0.314           +0.663           +0.416   +0.131    +0.106   +0.116   +0.141   +0.134    +0.134   +0.044    +0.091   +0.091     +0.044      +0.022    +0.338          +0.091    +0.133   +0.132    +0.133    +0.197   +0.197    +0.197     +0.131          +0.326       +0.134       +0.285    +0.212    +0.286            +0.285      +0.134          +0.027   +0.040    +0.049
                         :      RichAbovePiThres:  +0.210  +0.224          -0.096      +0.100                +0.041        -0.037        +0.112        +0.013        +0.314           +1.000           +0.255           +0.138   +0.348    +0.308   +0.333   +0.341   +0.339    +0.339   +0.045    +0.078   +0.078     +0.045      +0.045    +0.396          +0.078    +0.211   +0.210    +0.211    +0.248   +0.248    +0.248     +0.210          +0.163       +0.210       +0.181    +0.141    +0.127            +0.181      +0.210          +0.027   +0.138    +0.125
                         :      RichAboveKaThres:  +0.602  +0.442          -0.038      -0.026                +0.238        -0.032        -0.010        -0.135        +0.663           +0.255           +1.000           +0.539   +0.117    +0.090   +0.087   +0.123   +0.115    +0.115   -0.056    -0.042   -0.042     -0.056      -0.087    +0.244          -0.042    +0.044   +0.042    +0.043    +0.086   +0.085    +0.085     +0.042          +0.351       +0.042       +0.284    +0.251    +0.302            +0.284      +0.042          +0.008   +0.033    +0.047
                         :      RichAbovePrThres:  +0.731  +0.446          -0.010      -0.049                +0.231        -0.014        -0.034        -0.114        +0.416           +0.138           +0.539           +1.000   +0.068    +0.050   +0.019   +0.067   +0.051    +0.051   -0.057    -0.052   -0.052     -0.057      -0.073    +0.103          -0.052    -0.079   -0.080    -0.079    -0.072   -0.072    -0.072     -0.081          +0.347       -0.080       +0.251    +0.236    +0.310            +0.251      -0.080          -0.015   +0.014    +0.029
                         :              RichDLLe:  +0.074  +0.110          -0.008      +0.005                -0.046        -0.004        +0.003        +0.242        +0.131           +0.348           +0.117           +0.068   +1.000    +0.997   +0.991   +0.990   +0.989    +0.989   +0.003    -0.002   -0.002     +0.003      -0.013    +0.061          -0.002    +0.022   +0.022    +0.022    +0.029   +0.029    +0.029     +0.022          +0.050       +0.022       +0.047    +0.037    +0.046            +0.047      +0.022          +0.001   +0.421    +0.420
                         :             RichDLLmu:  +0.051  +0.095          -0.003      +0.001                -0.061        -0.003        -0.002        +0.252        +0.106           +0.308           +0.090           +0.050   +0.997    +1.000   +0.993   +0.991   +0.990    +0.990   +0.003    -0.005   -0.005     +0.003      -0.014    +0.039          -0.005    +0.013   +0.013    +0.013    +0.017   +0.017    +0.017     +0.013          +0.034       +0.014       +0.034    +0.025    +0.033            +0.034      +0.014          -0.001   +0.421    +0.421
                         :              RichDLLk:  +0.024  +0.123          -0.013      +0.010                -0.098        -0.008        +0.006        +0.274        +0.116           +0.333           +0.087           +0.019   +0.991    +0.993   +1.000   +0.997   +0.997    +0.997   +0.006    -0.005   -0.005     +0.006      -0.017    +0.055          -0.005    +0.031   +0.031    +0.031    +0.035   +0.035    +0.035     +0.031          +0.021       +0.032       +0.040    +0.019    +0.015            +0.040      +0.032          +0.000   +0.419    +0.415
                         :              RichDLLp:  +0.065  +0.173          -0.017      +0.011                -0.098        -0.011        +0.007        +0.271        +0.141           +0.341           +0.123           +0.067   +0.990    +0.991   +0.997   +1.000   +0.999    +0.999   +0.001    -0.011   -0.011     +0.001      -0.023    +0.063          -0.011    +0.032   +0.032    +0.032    +0.037   +0.037    +0.037     +0.032          +0.041       +0.033       +0.064    +0.036    +0.031            +0.064      +0.033          -0.001   +0.417    +0.415
                         :              RichDLLd:  +0.049  +0.164          -0.017      +0.011                -0.102        -0.011        +0.007        +0.270        +0.134           +0.339           +0.115           +0.051   +0.989    +0.990   +0.997   +0.999   +1.000    +1.000   +0.002    -0.010   -0.010     +0.002      -0.022    +0.062          -0.010    +0.033   +0.033    +0.033    +0.039   +0.039    +0.039     +0.033          +0.032       +0.034       +0.059    +0.030    +0.023            +0.059      +0.034          -0.000   +0.417    +0.414
                         :             RichDLLbt:  +0.048  +0.165          -0.017      +0.012                -0.103        -0.011        +0.007        +0.269        +0.134           +0.339           +0.115           +0.051   +0.989    +0.990   +0.997   +0.999   +1.000    +1.000   +0.002    -0.010   -0.010     +0.002      -0.022    +0.062          -0.010    +0.034   +0.033    +0.034    +0.040   +0.040    +0.040     +0.033          +0.031       +0.034       +0.059    +0.030    +0.023            +0.059      +0.034          -0.000   +0.417    +0.414
                         :              MuonMVA1:  -0.047  -0.054          -0.000      -0.004                +0.003        +0.004        -0.005        +0.018        +0.044           +0.045           -0.056           -0.057   +0.003    +0.003   +0.006   +0.001   +0.002    +0.002   +1.000    +0.553   +0.553     +1.000      +0.384    +0.068          +0.553    +0.002   +0.002    +0.002    +0.001   +0.001    +0.001     +0.002          +0.008       +0.003       -0.022    -0.016    +0.029            -0.022      +0.003          +0.003   +0.006    +0.012
                         :             MuonBkgLL:  -0.035  -0.092          -0.001      -0.011                +0.041        +0.002        -0.011        -0.013        +0.091           +0.078           -0.042           -0.052   -0.002    -0.005   -0.005   -0.011   -0.010    -0.010   +0.553    +1.000   +1.000     +0.553      +0.626    +0.123          +1.000    +0.013   +0.013    +0.013    +0.014   +0.014    +0.014     +0.013          +0.026       +0.014       -0.024    -0.022    +0.043            -0.024      +0.014          +0.008   +0.012    +0.021
                         :              MuonMuLL:  -0.035  -0.092          -0.001      -0.011                +0.041        +0.002        -0.011        -0.013        +0.091           +0.078           -0.042           -0.052   -0.002    -0.005   -0.005   -0.011   -0.010    -0.010   +0.553    +1.000   +1.000     +0.553      +0.626    +0.123          +1.000    +0.013   +0.013    +0.013    +0.014   +0.014    +0.014     +0.013          +0.026       +0.014       -0.024    -0.022    +0.043            -0.024      +0.014          +0.008   +0.012    +0.021
                         :            MuonIsMuon:  -0.047  -0.054          -0.000      -0.004                +0.003        +0.004        -0.005        +0.018        +0.044           +0.045           -0.056           -0.057   +0.003    +0.003   +0.006   +0.001   +0.002    +0.002   +1.000    +0.553   +0.553     +1.000      +0.384    +0.068          +0.553    +0.002   +0.002    +0.002    +0.001   +0.001    +0.001     +0.002          +0.008       +0.003       -0.022    -0.016    +0.029            -0.022      +0.003          +0.003   +0.006    +0.012
                         :           MuonNShared:  -0.068  -0.084          +0.007      -0.010                +0.034        +0.009        -0.012        +0.009        +0.022           +0.045           -0.087           -0.073   -0.013    -0.014   -0.017   -0.023   -0.022    -0.022   +0.384    +0.626   +0.626     +0.384      +1.000    +0.077          +0.626    +0.023   +0.023    +0.023    +0.033   +0.033    +0.033     +0.024          +0.009       +0.024       -0.024    -0.011    +0.046            -0.024      +0.024          +0.013   +0.007    +0.012
                         :             InAccMuon:  +0.157  +0.161          -0.084      +0.078                +0.061        -0.048        +0.091        -0.069        +0.338           +0.396           +0.244           +0.103   +0.061    +0.039   +0.055   +0.063   +0.062    +0.062   +0.068    +0.123   +0.123     +0.068      +0.077    +1.000          +0.123    +0.665   +0.664    +0.665    +0.746   +0.746    +0.746     +0.662          +0.284       +0.664       +0.396    +0.267    +0.215            +0.396      +0.664          +0.086   +0.100    +0.089
                         :       MuonIsLooseMuon:  -0.035  -0.092          -0.001      -0.011                +0.041        +0.002        -0.011        -0.013        +0.091           +0.078           -0.042           -0.052   -0.002    -0.005   -0.005   -0.011   -0.010    -0.010   +0.553    +1.000   +1.000     +0.553      +0.626    +0.123          +1.000    +0.013   +0.013    +0.013    +0.014   +0.014    +0.014     +0.013          +0.026       +0.014       -0.024    -0.022    +0.043            -0.024      +0.014          +0.008   +0.012    +0.021
                         :             InAccEcal:  -0.125  +0.085          -0.067      +0.103                -0.071        -0.027        +0.107        +0.148        +0.133           +0.211           +0.044           -0.079   +0.022    +0.013   +0.031   +0.032   +0.033    +0.034   +0.002    +0.013   +0.013     +0.002      +0.023    +0.665          +0.013    +1.000   +1.000    +1.000    +0.782   +0.782    +0.782     +0.996          +0.346       +0.999       +0.531    +0.345    +0.171            +0.531      +0.999          +0.122   +0.095    +0.077
                         :              EcalPIDe:  -0.126  +0.084          -0.067      +0.103                -0.072        -0.027        +0.107        +0.148        +0.132           +0.210           +0.042           -0.080   +0.022    +0.013   +0.031   +0.032   +0.033    +0.033   +0.002    +0.013   +0.013     +0.002      +0.023    +0.664          +0.013    +1.000   +1.000    +1.000    +0.781   +0.782    +0.781     +0.996          +0.347       +0.999       +0.528    +0.346    +0.170            +0.528      +0.999          +0.122   +0.095    +0.077
                         :             EcalPIDmu:  -0.125  +0.084          -0.067      +0.103                -0.071        -0.027        +0.107        +0.148        +0.133           +0.211           +0.043           -0.079   +0.022    +0.013   +0.031   +0.032   +0.033    +0.034   +0.002    +0.013   +0.013     +0.002      +0.023    +0.665          +0.013    +1.000   +1.000    +1.000    +0.782   +0.782    +0.782     +0.996          +0.345       +0.999       +0.532    +0.342    +0.171            +0.532      +0.999          +0.122   +0.095    +0.077
                         :             InAccHcal:  -0.091  +0.089          -0.066      +0.091                -0.037        -0.032        +0.095        +0.083        +0.197           +0.248           +0.086           -0.072   +0.029    +0.017   +0.035   +0.037   +0.039    +0.040   +0.001    +0.014   +0.014     +0.001      +0.033    +0.746          +0.014    +0.782   +0.781    +0.782    +1.000   +1.000    +1.000     +0.779          +0.249       +0.781       +0.435    +0.264    +0.281            +0.435      +0.781          +0.100   +0.075    +0.061
                         :              HcalPIDe:  -0.091  +0.089          -0.066      +0.091                -0.038        -0.032        +0.095        +0.083        +0.197           +0.248           +0.085           -0.072   +0.029    +0.017   +0.035   +0.037   +0.039    +0.040   +0.001    +0.014   +0.014     +0.001      +0.033    +0.746          +0.014    +0.782   +0.782    +0.782    +1.000   +1.000    +1.000     +0.779          +0.248       +0.781       +0.434    +0.264    +0.279            +0.434      +0.781          +0.100   +0.075    +0.061
                         :             HcalPIDmu:  -0.091  +0.088          -0.066      +0.091                -0.037        -0.032        +0.095        +0.083        +0.197           +0.248           +0.085           -0.072   +0.029    +0.017   +0.035   +0.037   +0.039    +0.040   +0.001    +0.014   +0.014     +0.001      +0.033    +0.746          +0.014    +0.782   +0.781    +0.782    +1.000   +1.000    +1.000     +0.779          +0.248       +0.781       +0.434    +0.264    +0.280            +0.434      +0.781          +0.100   +0.075    +0.062
                         :            CaloEoverP:  -0.128  +0.080          -0.066      +0.102                -0.070        -0.026        +0.106        +0.147        +0.131           +0.210           +0.042           -0.081   +0.022    +0.013   +0.031   +0.032   +0.033    +0.033   +0.002    +0.013   +0.013     +0.002      +0.024    +0.662          +0.013    +0.996   +0.996    +0.996    +0.779   +0.779    +0.779     +1.000          +0.348       +0.995       +0.533    +0.346    +0.167            +0.533      +0.995          +0.123   +0.095    +0.077
                         :       CaloChargedEcal:  +0.404  +0.265          -0.012      -0.006                +0.186        -0.003        +0.008        -0.123        +0.326           +0.163           +0.351           +0.347   +0.050    +0.034   +0.021   +0.041   +0.032    +0.031   +0.008    +0.026   +0.026     +0.008      +0.009    +0.284          +0.026    +0.346   +0.347    +0.345    +0.249   +0.248    +0.248     +0.348          +1.000       +0.339       +0.205    +0.736    +0.322            +0.205      +0.339          +0.037   +0.042    +0.019
                         :          CaloClusChi2:  -0.127  +0.082          -0.067      +0.103                -0.073        -0.028        +0.107        +0.149        +0.134           +0.210           +0.042           -0.080   +0.022    +0.014   +0.032   +0.033   +0.034    +0.034   +0.003    +0.014   +0.014     +0.003      +0.024    +0.664          +0.014    +0.999   +0.999    +0.999    +0.781   +0.781    +0.781     +0.995          +0.339       +1.000       +0.545    +0.335    +0.171            +0.545      +1.000          +0.121   +0.094    +0.077
                         :          CaloEcalChi2:  +0.232  +0.316          -0.052      +0.043                +0.017        -0.031        +0.049        +0.051        +0.285           +0.181           +0.284           +0.251   +0.047    +0.034   +0.040   +0.064   +0.059    +0.059   -0.022    -0.024   -0.024     -0.022      -0.024    +0.396          -0.024    +0.531   +0.528    +0.532    +0.435   +0.434    +0.434     +0.533          +0.205       +0.545       +1.000    +0.087    +0.359            +1.000      +0.545          +0.034   +0.024    +0.054
                         :             CaloEcalE:  +0.276  +0.272          -0.023      +0.020                +0.090        -0.008        +0.031        -0.036        +0.212           +0.141           +0.251           +0.236   +0.037    +0.025   +0.019   +0.036   +0.030    +0.030   -0.016    -0.022   -0.022     -0.016      -0.011    +0.267          -0.022    +0.345   +0.346    +0.342    +0.264   +0.264    +0.264     +0.346          +0.736       +0.335       +0.087    +1.000    +0.187            +0.087      +0.335          +0.044   +0.050    +0.009
                         :             CaloHcalE:  +0.381  +0.196          +0.004      -0.022                +0.208        +0.003        -0.010        -0.197        +0.286           +0.127           +0.302           +0.310   +0.046    +0.033   +0.015   +0.031   +0.023    +0.023   +0.029    +0.043   +0.043     +0.029      +0.046    +0.215          +0.043    +0.171   +0.170    +0.171    +0.281   +0.279    +0.280     +0.167          +0.322       +0.171       +0.359    +0.187    +1.000            +0.359      +0.171          +0.018   +0.006    +0.022
                         :     CaloElectronMatch:  +0.232  +0.316          -0.052      +0.043                +0.017        -0.031        +0.049        +0.051        +0.285           +0.181           +0.284           +0.251   +0.047    +0.034   +0.040   +0.064   +0.059    +0.059   -0.022    -0.024   -0.024     -0.022      -0.024    +0.396          -0.024    +0.531   +0.528    +0.532    +0.435   +0.434    +0.434     +0.533          +0.205       +0.545       +1.000    +0.087    +0.359            +1.000      +0.545          +0.034   +0.024    +0.054
                         :           CaloTrMatch:  -0.127  +0.082          -0.067      +0.103                -0.073        -0.028        +0.107        +0.149        +0.134           +0.210           +0.042           -0.080   +0.022    +0.014   +0.032   +0.033   +0.034    +0.034   +0.003    +0.014   +0.014     +0.003      +0.024    +0.664          +0.014    +0.999   +0.999    +0.999    +0.781   +0.781    +0.781     +0.995          +0.339       +1.000       +0.545    +0.335    +0.171            +0.545      +1.000          +0.121   +0.094    +0.077
                         :       CaloTrajectoryL:  -0.021  -0.008          -0.009      +0.013                +0.000        -0.003        +0.013        +0.013        +0.027           +0.027           +0.008           -0.015   +0.001    -0.001   +0.000   -0.001   -0.000    -0.000   +0.003    +0.008   +0.008     +0.003      +0.013    +0.086          +0.008    +0.122   +0.122    +0.122    +0.100   +0.100    +0.100     +0.123          +0.037       +0.121       +0.034    +0.044    +0.018            +0.034      +0.121          +1.000   +0.012    +0.010
                         :              CombDLLe:  -0.001  +0.031          -0.009      +0.017                -0.032        -0.003        +0.017        +0.108        +0.040           +0.138           +0.033           +0.014   +0.421    +0.421   +0.419   +0.417   +0.417    +0.417   +0.006    +0.012   +0.012     +0.006      +0.007    +0.100          +0.012    +0.095   +0.095    +0.095    +0.075   +0.075    +0.075     +0.095          +0.042       +0.094       +0.024    +0.050    +0.006            +0.024      +0.094          +0.012   +1.000    +0.992
                         :             CombDLLmu:  +0.011  +0.030          -0.007      +0.012                -0.021        -0.003        +0.012        +0.101        +0.049           +0.125           +0.047           +0.029   +0.420    +0.421   +0.415   +0.415   +0.414    +0.414   +0.012    +0.021   +0.021     +0.012      +0.012    +0.089          +0.021    +0.077   +0.077    +0.077    +0.061   +0.061    +0.062     +0.077          +0.019       +0.077       +0.054    +0.009    +0.022            +0.054      +0.077          +0.010   +0.992    +1.000
                         : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
<HEADER> DataSetInfo              : Correlation matrix (Background):
                         : --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                         :                         TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitTChi2 TrackFitTNDoF RichUsedR1Gas RichUsedR2Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres 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  +0.628          -0.034      -0.029                +0.124        -0.030        -0.014        -0.178        +0.500           +0.275           +0.587           +0.638   +0.116    +0.112   +0.105   +0.106   +0.106    +0.106   +0.003    +0.024   +0.024     +0.003      -0.019    +0.241          +0.024    +0.061   +0.060    +0.061    +0.101   +0.101    +0.101     +0.059          +0.384       +0.061       +0.259    +0.296    +0.375            +0.259      +0.061          +0.011   +0.068    +0.069
                         :               TrackPt:  +0.628  +1.000          -0.114      +0.036                -0.206        -0.034        +0.022        +0.189        +0.317           +0.297           +0.483           +0.490   +0.206    +0.211   +0.206   +0.209   +0.210    +0.210   +0.014    -0.003   -0.003     +0.014      -0.034    +0.211          -0.003    +0.116   +0.115    +0.116    +0.133   +0.133    +0.133     +0.112          +0.248       +0.117       +0.312    +0.217    +0.235            +0.312      +0.117          +0.008   +0.105    +0.104
                         :       TrackChi2PerDof:  -0.034  -0.114          +1.000      -0.238                +0.560        +0.498        -0.186        -0.070        -0.055           -0.137           -0.068           -0.031   -0.070    -0.072   -0.071   -0.072   -0.072    -0.072   -0.009    -0.004   -0.004     -0.009      +0.033    -0.117          -0.004    -0.112   -0.111    -0.112    -0.108   -0.108    -0.108     -0.111          -0.013       -0.112       -0.100    -0.013    -0.021            -0.100      -0.112          -0.023   -0.061    -0.059
                         :           TrackNumDof:  -0.029  +0.036          -0.238      +1.000                -0.516        +0.229        +0.918        +0.049        -0.014           +0.142           +0.001           -0.027   +0.009    +0.010   +0.009   +0.009   +0.009    +0.009   -0.001    -0.015   -0.015     -0.001      -0.061    +0.109          -0.015    +0.144   +0.144    +0.144    +0.116   +0.116    +0.116     +0.143          +0.008       +0.144       +0.089    +0.039    -0.009            +0.089      +0.144          +0.025   +0.043    +0.040
                         : TrackGhostProbability:  +0.124  -0.206          +0.560      -0.516                +1.000        -0.044        -0.373        -0.334        +0.146           -0.073           +0.066           +0.065   -0.181    -0.191   -0.194   -0.195   -0.195    -0.195   +0.012    +0.056   +0.056     +0.012      +0.091    +0.024          +0.056    -0.029   -0.029    -0.029    -0.000   -0.000    -0.000     -0.028          +0.153       -0.031       -0.018    +0.124    +0.123            -0.018      -0.031          +0.003   -0.095    -0.093
                         :         TrackFitTChi2:  -0.030  -0.034          +0.498      +0.229                -0.044        +1.000        +0.252        +0.012        -0.040           -0.040           -0.032           -0.018   -0.005    -0.005   -0.005   -0.005   -0.005    -0.005   -0.009    -0.016   -0.016     -0.009      -0.005    -0.071          -0.016    -0.052   -0.051    -0.052    -0.062   -0.062    -0.062     -0.051          -0.024       -0.052       -0.049    -0.023    -0.014            -0.049      -0.052          -0.012   -0.025    -0.025
                         :         TrackFitTNDoF:  -0.014  +0.022          -0.186      +0.918                -0.373        +0.252        +1.000        +0.011        -0.003           +0.142           +0.005           -0.020   -0.015    -0.015   -0.016   -0.016   -0.016    -0.016   +0.001    -0.010   -0.010     +0.001      -0.055    +0.123          -0.010    +0.155   +0.155    +0.155    +0.126   +0.126    +0.126     +0.154          +0.030       +0.155       +0.094    +0.064    +0.001            +0.094      +0.155          +0.028   +0.036    +0.033
                         :         RichUsedR1Gas:  -0.178  +0.189          -0.070      +0.049                -0.334        +0.012        +0.011        +1.000        -0.202           +0.230           -0.010           -0.006   +0.618    +0.622   +0.620   +0.619   +0.619    +0.619   +0.000    -0.032   -0.032     +0.000      -0.015    -0.108          -0.032    -0.044   -0.044    -0.044    -0.074   -0.074    -0.074     -0.045          -0.173       -0.043       -0.039    -0.140    -0.165            -0.039      -0.043          -0.015   +0.288    +0.288
                         :         RichUsedR2Gas:  +0.500  +0.317          -0.055      -0.014                +0.146        -0.040        -0.003        -0.202        +1.000           +0.420           +0.633           +0.349   +0.228    +0.227   +0.222   +0.223   +0.223    +0.223   +0.081    +0.134   +0.134     +0.081      +0.055    +0.408          +0.134    +0.249   +0.248    +0.249    +0.321   +0.321    +0.320     +0.248          +0.380       +0.250       +0.373    +0.272    +0.387            +0.373      +0.250          +0.068   +0.102    +0.101
                         :      RichAbovePiThres:  +0.275  +0.297          -0.137      +0.142                -0.073        -0.040        +0.142        +0.230        +0.420           +1.000           +0.296           +0.157   +0.520    +0.514   +0.513   +0.514   +0.514    +0.514   +0.103    +0.145   +0.145     +0.103      +0.076    +0.514          +0.145    +0.400   +0.400    +0.400    +0.431   +0.431    +0.431     +0.399          +0.248       +0.401       +0.357    +0.210    +0.234            +0.357      +0.401          +0.091   +0.239    +0.232
                         :      RichAboveKaThres:  +0.587  +0.483          -0.068      +0.001                +0.066        -0.032        +0.005        -0.010        +0.633           +0.296           +1.000           +0.530   +0.157    +0.155   +0.144   +0.146   +0.146    +0.146   -0.011    +0.007   +0.007     -0.011      -0.046    +0.256          +0.007    +0.104   +0.103    +0.104    +0.148   +0.148    +0.147     +0.103          +0.337       +0.104       +0.304    +0.232    +0.362            +0.304      +0.104          +0.022   +0.069    +0.069
                         :      RichAbovePrThres:  +0.638  +0.490          -0.031      -0.027                +0.065        -0.018        -0.020        -0.006        +0.349           +0.157           +0.530           +1.000   +0.088    +0.084   +0.073   +0.076   +0.076    +0.076   -0.028    -0.022   -0.022     -0.028      -0.043    +0.118          -0.022    -0.011   -0.011    -0.011    -0.000   -0.000    -0.001     -0.012          +0.280       -0.011       +0.214    +0.192    +0.287            +0.214      -0.011          -0.011   +0.038    +0.039
                         :              RichDLLe:  +0.116  +0.206          -0.070      +0.009                -0.181        -0.005        -0.015        +0.618        +0.228           +0.520           +0.157           +0.088   +1.000    +1.000   +0.999   +0.999   +0.999    +0.999   +0.017    +0.004   +0.004     +0.017      -0.011    +0.059          +0.004    +0.021   +0.021    +0.021    +0.039   +0.039    +0.039     +0.020          +0.042       +0.022       +0.072    +0.002    +0.087            +0.072      +0.022          +0.005   +0.462    +0.462
                         :             RichDLLmu:  +0.112  +0.211          -0.072      +0.010                -0.191        -0.005        -0.015        +0.622        +0.227           +0.514           +0.155           +0.084   +1.000    +1.000   +0.999   +0.999   +0.999    +0.999   +0.017    +0.003   +0.003     +0.017      -0.013    +0.057          +0.003    +0.020   +0.020    +0.020    +0.038   +0.038    +0.038     +0.020          +0.038       +0.021       +0.071    -0.001    +0.084            +0.071      +0.021          +0.005   +0.462    +0.462
                         :              RichDLLk:  +0.105  +0.206          -0.071      +0.009                -0.194        -0.005        -0.016        +0.620        +0.222           +0.513           +0.144           +0.073   +0.999    +0.999   +1.000   +1.000   +1.000    +1.000   +0.017    +0.002   +0.002     +0.017      -0.012    +0.055          +0.002    +0.019   +0.019    +0.019    +0.036   +0.036    +0.036     +0.019          +0.033       +0.020       +0.067    -0.005    +0.080            +0.067      +0.020          +0.005   +0.462    +0.462
                         :              RichDLLp:  +0.106  +0.209          -0.072      +0.009                -0.195        -0.005        -0.016        +0.619        +0.223           +0.514           +0.146           +0.076   +0.999    +0.999   +1.000   +1.000   +1.000    +1.000   +0.017    +0.002   +0.002     +0.017      -0.012    +0.055          +0.002    +0.019   +0.019    +0.019    +0.037   +0.037    +0.036     +0.019          +0.033       +0.021       +0.068    -0.005    +0.080            +0.068      +0.021          +0.005   +0.462    +0.462
                         :              RichDLLd:  +0.106  +0.210          -0.072      +0.009                -0.195        -0.005        -0.016        +0.619        +0.223           +0.514           +0.146           +0.076   +0.999    +0.999   +1.000   +1.000   +1.000    +1.000   +0.017    +0.002   +0.002     +0.017      -0.012    +0.055          +0.002    +0.019   +0.019    +0.019    +0.037   +0.037    +0.037     +0.019          +0.033       +0.021       +0.069    -0.005    +0.080            +0.069      +0.021          +0.005   +0.462    +0.462
                         :             RichDLLbt:  +0.106  +0.210          -0.072      +0.009                -0.195        -0.005        -0.016        +0.619        +0.223           +0.514           +0.146           +0.076   +0.999    +0.999   +1.000   +1.000   +1.000    +1.000   +0.017    +0.002   +0.002     +0.017      -0.012    +0.055          +0.002    +0.019   +0.019    +0.019    +0.037   +0.037    +0.037     +0.019          +0.033       +0.021       +0.069    -0.005    +0.080            +0.069      +0.021          +0.005   +0.462    +0.462
                         :              MuonMVA1:  +0.003  +0.014          -0.009      -0.001                +0.012        -0.009        +0.001        +0.000        +0.081           +0.103           -0.011           -0.028   +0.017    +0.017   +0.017   +0.017   +0.017    +0.017   +1.000    +0.642   +0.643     +1.000      +0.302    +0.144          +0.643    +0.091   +0.091    +0.092    +0.111   +0.111    +0.111     +0.091          +0.024       +0.093       +0.090    +0.000    +0.059            +0.090      +0.093          +0.027   +0.034    +0.041
                         :             MuonBkgLL:  +0.024  -0.003          -0.004      -0.015                +0.056        -0.016        -0.010        -0.032        +0.134           +0.145           +0.007           -0.022   +0.004    +0.003   +0.002   +0.002   +0.002    +0.002   +0.642    +1.000   +1.000     +0.642      +0.587    +0.224          +1.000    +0.140   +0.139    +0.140    +0.172   +0.172    +0.172     +0.139          +0.073       +0.141       +0.114    +0.041    +0.098            +0.114      +0.141          +0.043   +0.054    +0.059
                         :              MuonMuLL:  +0.024  -0.003          -0.004      -0.015                +0.056        -0.016        -0.010        -0.032        +0.134           +0.145           +0.007           -0.022   +0.004    +0.003   +0.002   +0.002   +0.002    +0.002   +0.643    +1.000   +1.000     +0.643      +0.587    +0.224          +1.000    +0.140   +0.139    +0.140    +0.172   +0.172    +0.172     +0.139          +0.073       +0.141       +0.114    +0.041    +0.098            +0.114      +0.141          +0.043   +0.054    +0.059
                         :            MuonIsMuon:  +0.003  +0.014          -0.009      -0.001                +0.012        -0.009        +0.001        +0.000        +0.081           +0.103           -0.011           -0.028   +0.017    +0.017   +0.017   +0.017   +0.017    +0.017   +1.000    +0.642   +0.643     +1.000      +0.302    +0.144          +0.643    +0.091   +0.091    +0.092    +0.111   +0.111    +0.111     +0.091          +0.024       +0.093       +0.090    +0.000    +0.059            +0.090      +0.093          +0.027   +0.034    +0.041
                         :           MuonNShared:  -0.019  -0.034          +0.033      -0.061                +0.091        -0.005        -0.055        -0.015        +0.055           +0.076           -0.046           -0.043   -0.011    -0.013   -0.012   -0.012   -0.012    -0.012   +0.302    +0.587   +0.587     +0.302      +1.000    +0.131          +0.587    +0.085   +0.085    +0.085    +0.108   +0.108    +0.108     +0.085          +0.058       +0.085       +0.047    +0.045    +0.080            +0.047      +0.085          +0.028   +0.032    +0.033
                         :             InAccMuon:  +0.241  +0.211          -0.117      +0.109                +0.024        -0.071        +0.123        -0.108        +0.408           +0.514           +0.256           +0.118   +0.059    +0.057   +0.055   +0.055   +0.055    +0.055   +0.144    +0.224   +0.224     +0.144      +0.131    +1.000          +0.224    +0.743   +0.743    +0.743    +0.893   +0.893    +0.893     +0.742          +0.371       +0.744       +0.564    +0.352    +0.317            +0.564      +0.744          +0.170   +0.241    +0.235
                         :       MuonIsLooseMuon:  +0.024  -0.003          -0.004      -0.015                +0.056        -0.016        -0.010        -0.032        +0.134           +0.145           +0.007           -0.022   +0.004    +0.003   +0.002   +0.002   +0.002    +0.002   +0.643    +1.000   +1.000     +0.643      +0.587    +0.224          +1.000    +0.140   +0.139    +0.140    +0.172   +0.172    +0.172     +0.139          +0.073       +0.141       +0.114    +0.041    +0.098            +0.114      +0.141          +0.043   +0.054    +0.059
                         :             InAccEcal:  +0.061  +0.116          -0.112      +0.144                -0.029        -0.052        +0.155        -0.044        +0.249           +0.400           +0.104           -0.011   +0.021    +0.020   +0.019   +0.019   +0.019    +0.019   +0.091    +0.140   +0.140     +0.091      +0.085    +0.743          +0.140    +1.000   +1.000    +1.000    +0.803   +0.803    +0.803     +0.999          +0.398       +0.999       +0.681    +0.405    +0.241            +0.681      +0.999          +0.212   +0.281    +0.274
                         :              EcalPIDe:  +0.060  +0.115          -0.111      +0.144                -0.029        -0.051        +0.155        -0.044        +0.248           +0.400           +0.103           -0.011   +0.021    +0.020   +0.019   +0.019   +0.019    +0.019   +0.091    +0.139   +0.139     +0.091      +0.085    +0.743          +0.139    +1.000   +1.000    +1.000    +0.803   +0.803    +0.803     +0.999          +0.398       +0.999       +0.680    +0.406    +0.241            +0.680      +0.999          +0.212   +0.281    +0.274
                         :             EcalPIDmu:  +0.061  +0.116          -0.112      +0.144                -0.029        -0.052        +0.155        -0.044        +0.249           +0.400           +0.104           -0.011   +0.021    +0.020   +0.019   +0.019   +0.019    +0.019   +0.092    +0.140   +0.140     +0.092      +0.085    +0.743          +0.140    +1.000   +1.000    +1.000    +0.803   +0.803    +0.803     +0.999          +0.396       +0.999       +0.682    +0.403    +0.242            +0.682      +0.999          +0.212   +0.281    +0.274
                         :             InAccHcal:  +0.101  +0.133          -0.108      +0.116                -0.000        -0.062        +0.126        -0.074        +0.321           +0.431           +0.148           -0.000   +0.039    +0.038   +0.036   +0.037   +0.037    +0.037   +0.111    +0.172   +0.172     +0.111      +0.108    +0.893          +0.172    +0.803   +0.803    +0.803    +1.000   +1.000    +1.000     +0.802          +0.352       +0.803       +0.585    +0.351    +0.340            +0.585      +0.803          +0.181   +0.230    +0.224
                         :              HcalPIDe:  +0.101  +0.133          -0.108      +0.116                -0.000        -0.062        +0.126        -0.074        +0.321           +0.431           +0.148           -0.000   +0.039    +0.038   +0.036   +0.037   +0.037    +0.037   +0.111    +0.172   +0.172     +0.111      +0.108    +0.893          +0.172    +0.803   +0.803    +0.803    +1.000   +1.000    +1.000     +0.802          +0.352       +0.803       +0.585    +0.351    +0.340            +0.585      +0.803          +0.181   +0.230    +0.224
                         :             HcalPIDmu:  +0.101  +0.133          -0.108      +0.116                -0.000        -0.062        +0.126        -0.074        +0.320           +0.431           +0.147           -0.001   +0.039    +0.038   +0.036   +0.036   +0.037    +0.037   +0.111    +0.172   +0.172     +0.111      +0.108    +0.893          +0.172    +0.803   +0.803    +0.803    +1.000   +1.000    +1.000     +0.802          +0.352       +0.803       +0.585    +0.350    +0.340            +0.585      +0.803          +0.181   +0.230    +0.224
                         :            CaloEoverP:  +0.059  +0.112          -0.111      +0.143                -0.028        -0.051        +0.154        -0.045        +0.248           +0.399           +0.103           -0.012   +0.020    +0.020   +0.019   +0.019   +0.019    +0.019   +0.091    +0.139   +0.139     +0.091      +0.085    +0.742          +0.139    +0.999   +0.999    +0.999    +0.802   +0.802    +0.802     +1.000          +0.399       +0.998       +0.682    +0.406    +0.240            +0.682      +0.998          +0.212   +0.281    +0.274
                         :       CaloChargedEcal:  +0.384  +0.248          -0.013      +0.008                +0.153        -0.024        +0.030        -0.173        +0.380           +0.248           +0.337           +0.280   +0.042    +0.038   +0.033   +0.033   +0.033    +0.033   +0.024    +0.073   +0.073     +0.024      +0.058    +0.371          +0.073    +0.398   +0.398    +0.396    +0.352   +0.352    +0.352     +0.399          +1.000       +0.393       +0.308    +0.756    +0.349            +0.308      +0.393          +0.067   +0.113    +0.107
                         :          CaloClusChi2:  +0.061  +0.117          -0.112      +0.144                -0.031        -0.052        +0.155        -0.043        +0.250           +0.401           +0.104           -0.011   +0.022    +0.021   +0.020   +0.021   +0.021    +0.021   +0.093    +0.141   +0.141     +0.093      +0.085    +0.744          +0.141    +0.999   +0.999    +0.999    +0.803   +0.803    +0.803     +0.998          +0.393       +1.000       +0.691    +0.399    +0.242            +0.691      +1.000          +0.212   +0.281    +0.274
                         :          CaloEcalChi2:  +0.259  +0.312          -0.100      +0.089                -0.018        -0.049        +0.094        -0.039        +0.373           +0.357           +0.304           +0.214   +0.072    +0.071   +0.067   +0.068   +0.069    +0.069   +0.090    +0.114   +0.114     +0.090      +0.047    +0.564          +0.114    +0.681   +0.680    +0.682    +0.585   +0.585    +0.585     +0.682          +0.308       +0.691       +1.000    +0.215    +0.376            +1.000      +0.691          +0.144   +0.186    +0.188
                         :             CaloEcalE:  +0.296  +0.217          -0.013      +0.039                +0.124        -0.023        +0.064        -0.140        +0.272           +0.210           +0.232           +0.192   +0.002    -0.001   -0.005   -0.005   -0.005    -0.005   +0.000    +0.041   +0.041     +0.000      +0.045    +0.352          +0.041    +0.405   +0.406    +0.403    +0.351   +0.351    +0.350     +0.406          +0.756       +0.399       +0.215    +1.000    +0.230            +0.215      +0.399          +0.082   +0.118    +0.107
                         :             CaloHcalE:  +0.375  +0.235          -0.021      -0.009                +0.123        -0.014        +0.001        -0.165        +0.387           +0.234           +0.362           +0.287   +0.087    +0.084   +0.080   +0.080   +0.080    +0.080   +0.059    +0.098   +0.098     +0.059      +0.080    +0.317          +0.098    +0.241   +0.241    +0.242    +0.340   +0.340    +0.340     +0.240          +0.349       +0.242       +0.376    +0.230    +1.000            +0.376      +0.242          +0.053   +0.075    +0.078
                         :     CaloElectronMatch:  +0.259  +0.312          -0.100      +0.089                -0.018        -0.049        +0.094        -0.039        +0.373           +0.357           +0.304           +0.214   +0.072    +0.071   +0.067   +0.068   +0.069    +0.069   +0.090    +0.114   +0.114     +0.090      +0.047    +0.564          +0.114    +0.681   +0.680    +0.682    +0.585   +0.585    +0.585     +0.682          +0.308       +0.691       +1.000    +0.215    +0.376            +1.000      +0.691          +0.144   +0.186    +0.188
                         :           CaloTrMatch:  +0.061  +0.117          -0.112      +0.144                -0.031        -0.052        +0.155        -0.043        +0.250           +0.401           +0.104           -0.011   +0.022    +0.021   +0.020   +0.021   +0.021    +0.021   +0.093    +0.141   +0.141     +0.093      +0.085    +0.744          +0.141    +0.999   +0.999    +0.999    +0.803   +0.803    +0.803     +0.998          +0.393       +1.000       +0.691    +0.399    +0.242            +0.691      +1.000          +0.212   +0.281    +0.274
                         :       CaloTrajectoryL:  +0.011  +0.008          -0.023      +0.025                +0.003        -0.012        +0.028        -0.015        +0.068           +0.091           +0.022           -0.011   +0.005    +0.005   +0.005   +0.005   +0.005    +0.005   +0.027    +0.043   +0.043     +0.027      +0.028    +0.170          +0.043    +0.212   +0.212    +0.212    +0.181   +0.181    +0.181     +0.212          +0.067       +0.212       +0.144    +0.082    +0.053            +0.144      +0.212          +1.000   +0.059    +0.058
                         :              CombDLLe:  +0.068  +0.105          -0.061      +0.043                -0.095        -0.025        +0.036        +0.288        +0.102           +0.239           +0.069           +0.038   +0.462    +0.462   +0.462   +0.462   +0.462    +0.462   +0.034    +0.054   +0.054     +0.034      +0.032    +0.241          +0.054    +0.281   +0.281    +0.281    +0.230   +0.230    +0.230     +0.281          +0.113       +0.281       +0.186    +0.118    +0.075            +0.186      +0.281          +0.059   +1.000    +0.999
                         :             CombDLLmu:  +0.069  +0.104          -0.059      +0.040                -0.093        -0.025        +0.033        +0.288        +0.101           +0.232           +0.069           +0.039   +0.462    +0.462   +0.462   +0.462   +0.462    +0.462   +0.041    +0.059   +0.059     +0.041      +0.033    +0.235          +0.059    +0.274   +0.274    +0.274    +0.224   +0.224    +0.224     +0.274          +0.107       +0.274       +0.188    +0.107    +0.078            +0.188      +0.274          +0.058   +0.999    +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 'RichAbovePrThres' <---> Output : variable 'RichAbovePrThres'
                         : 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:                 8738.8                 11671.   [                 1275.3             1.9625e+06 ]
                         :               TrackPt:                 522.69                 544.20   [                0.85641                 39608. ]
                         :       TrackChi2PerDof:                 1.2922                0.59702   [               0.023568                 3.0000 ]
                         :           TrackNumDof:                 10.064                 1.1448   [                 4.0000                 15.000 ]
                         : TrackGhostProbability:                0.35735                0.35723   [             0.00053430                0.99999 ]
                         :         TrackFitTChi2:                 6.8801                 3.9636   [             0.00080392                 31.043 ]
                         :         TrackFitTNDoF:                 6.0960                 1.0007   [                 2.0000                 7.0000 ]
                         :         RichUsedR1Gas:                0.82406                0.38077   [                 0.0000                 1.0000 ]
                         :         RichUsedR2Gas:                0.39321                0.48846   [                 0.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.77351                0.41856   [                 0.0000                 1.0000 ]
                         :      RichAboveKaThres:                0.24417                0.42959   [                 0.0000                 1.0000 ]
                         :      RichAbovePrThres:               0.088042                0.28336   [                 0.0000                 1.0000 ]
                         :              RichDLLe:                -80.812                 256.46   [                -999.00                 82.007 ]
                         :             RichDLLmu:                -75.372                 257.81   [                -999.00                 69.097 ]
                         :              RichDLLk:                -72.900                 258.62   [                -999.00                 78.125 ]
                         :              RichDLLp:                -72.220                 258.84   [                -999.00                 102.14 ]
                         :              RichDLLd:                -72.303                 258.81   [                -999.00                 63.552 ]
                         :             RichDLLbt:                -72.319                 258.81   [                -999.00                 63.552 ]
                         :              MuonMVA1:                -945.65                 224.57   [                -999.00                0.25791 ]
                         :             MuonBkgLL:                -875.69                 328.34   [                -999.00               0.020400 ]
                         :              MuonMuLL:                -875.55                 328.70   [                -999.00                 0.0000 ]
                         :            MuonIsMuon:               0.053421                0.22487   [                 0.0000                 1.0000 ]
                         :           MuonNShared:                0.63792                 2.8822   [                 0.0000                 184.00 ]
                         :             InAccMuon:                0.76674                0.42291   [                 0.0000                 1.0000 ]
                         :       MuonIsLooseMuon:                0.12362                0.32914   [                 0.0000                 1.0000 ]
                         :             InAccEcal:                0.80938                0.39279   [                 0.0000                 1.0000 ]
                         :              EcalPIDe:                -189.68                 392.76   [                -999.00                 6.1037 ]
                         :             EcalPIDmu:                -191.18                 392.03   [                -999.00                 2.6452 ]
                         :             InAccHcal:                0.74339                0.43676   [                 0.0000                 1.0000 ]
                         :              HcalPIDe:                -256.93                 435.99   [                -999.00                 3.6231 ]
                         :             HcalPIDmu:                -256.77                 436.08   [                -999.00                 2.6102 ]
                         :            CaloEoverP:                -190.22                 393.04   [                -999.00                 34.508 ]
                         :       CaloChargedEcal:                 4305.2                 6578.1   [                -999.00             1.0614e+06 ]
                         :          CaloClusChi2:                -185.97                 394.80   [                -999.00                 954.63 ]
                         :          CaloEcalChi2:                 183.08                 879.38   [                -999.00                 9994.9 ]
                         :             CaloEcalE:                 1914.7                 3556.5   [                -999.00             6.6035e+05 ]
                         :             CaloHcalE:                 3771.9                 8456.4   [                -999.00             8.5238e+05 ]
                         :     CaloElectronMatch:                 183.08                 879.38   [                -999.00                 9994.9 ]
                         :           CaloTrMatch:                -185.97                 394.80   [                -999.00                 954.63 ]
                         :       CaloTrajectoryL:                -28.611                 2443.9   [            -9.5606e+05             4.0039e+05 ]
                         :              CombDLLe:                -17.885                 127.90   [                -999.00                 11.168 ]
                         :             CombDLLmu:                -19.970                 127.68   [                -999.00                 14.949 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : 
                         : <PlotVariables> Will not produce scatter plots ==> 
                         : |  The number of 42 input variables and 0 target values would require 861 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 : RichDLLd              : 3.654e-01
                         :    2 : RichDLLbt             : 3.647e-01
                         :    3 : RichDLLp              : 2.501e-01
                         :    4 : TrackPt               : 2.218e-01
                         :    5 : RichDLLk              : 1.779e-01
                         :    6 : TrackP                : 9.700e-02
                         :    7 : RichDLLe              : 8.619e-02
                         :    8 : RichAboveKaThres      : 7.958e-02
                         :    9 : RichDLLmu             : 6.534e-02
                         :   10 : RichAbovePiThres      : 6.428e-02
                         :   11 : TrackGhostProbability : 5.559e-02
                         :   12 : RichUsedR2Gas         : 4.936e-02
                         :   13 : RichAbovePrThres      : 4.041e-02
                         :   14 : CaloEcalChi2          : 3.057e-02
                         :   15 : CaloElectronMatch     : 3.057e-02
                         :   16 : InAccMuon             : 2.917e-02
                         :   17 : TrackChi2PerDof       : 2.184e-02
                         :   18 : RichUsedR1Gas         : 1.896e-02
                         :   19 : TrackNumDof           : 1.673e-02
                         :   20 : CaloChargedEcal       : 1.471e-02
                         :   21 : HcalPIDmu             : 1.343e-02
                         :   22 : HcalPIDe              : 1.222e-02
                         :   23 : InAccHcal             : 1.218e-02
                         :   24 : EcalPIDmu             : 1.162e-02
                         :   25 : CaloEcalE             : 1.157e-02
                         :   26 : CombDLLmu             : 1.146e-02
                         :   27 : CaloClusChi2          : 1.001e-02
                         :   28 : CaloTrMatch           : 1.001e-02
                         :   29 : TrackFitTNDoF         : 9.615e-03
                         :   30 : EcalPIDe              : 9.512e-03
                         :   31 : InAccEcal             : 9.509e-03
                         :   32 : CaloEoverP            : 9.380e-03
                         :   33 : CombDLLe              : 8.142e-03
                         :   34 : CaloTrajectoryL       : 8.103e-03
                         :   35 : MuonMVA1              : 7.230e-03
                         :   36 : CaloHcalE             : 6.388e-03
                         :   37 : MuonMuLL              : 4.214e-03
                         :   38 : MuonIsMuon            : 3.576e-03
                         :   39 : MuonNShared           : 3.163e-03
                         :   40 : MuonBkgLL             : 2.651e-03
                         :   41 : MuonIsLooseMuon       : 2.143e-03
                         :   42 : TrackFitTChi2         : 5.314e-04
                         : ----------------------------------------------
<HEADER> Factory                  : Train method: Proton_Downstream_TMVA for Classification
                         : 
                         : 
                         : ================================================================
                         : H e l p   f o r   M V A   m e t h o d   [ Proton_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_Proton_Downs...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99239               0.011902   [                -1.0000                 1.0000 ]
                         :               TrackPt:               -0.97365               0.027480   [                -1.0000                 1.0000 ]
                         :       TrackChi2PerDof:               -0.14752                0.40117   [                -1.0000                 1.0000 ]
                         :           TrackNumDof:                0.10254                0.20814   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:               -0.28598                0.71486   [                -1.0000                 1.0000 ]
                         :         TrackFitTChi2:               -0.55677                0.25537   [                -1.0000                 1.0000 ]
                         :         TrackFitTNDoF:                0.63839                0.40026   [                -1.0000                 1.0000 ]
                         :         RichUsedR1Gas:                0.64813                0.76153   [                -1.0000                 1.0000 ]
                         :         RichUsedR2Gas:               -0.21358                0.97693   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.54702                0.83712   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.51167                0.85918   [                -1.0000                 1.0000 ]
                         :      RichAbovePrThres:               -0.82392                0.56671   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.69877                0.47448   [                -1.0000                 1.0000 ]
                         :             RichDLLmu:                0.72948                0.48274   [                -1.0000                 1.0000 ]
                         :              RichDLLk:                0.71958                0.48020   [                -1.0000                 1.0000 ]
                         :              RichDLLp:                0.68331                0.47013   [                -1.0000                 1.0000 ]
                         :              RichDLLd:                0.74429                0.48715   [                -1.0000                 1.0000 ]
                         :             RichDLLbt:                0.74426                0.48715   [                -1.0000                 1.0000 ]
                         :              MuonMVA1:               -0.89322                0.44948   [                -1.0000                 1.0000 ]
                         :             MuonBkgLL:               -0.75313                0.65732   [                -1.0000                 1.0000 ]
                         :              MuonMuLL:               -0.75285                0.65806   [                -1.0000                 1.0000 ]
                         :            MuonIsMuon:               -0.89316                0.44974   [                -1.0000                 1.0000 ]
                         :           MuonNShared:               -0.99307               0.031328   [                -1.0000                 1.0000 ]
                         :             InAccMuon:                0.53348                0.84581   [                -1.0000                 1.0000 ]
                         :       MuonIsLooseMuon:               -0.75277                0.65829   [                -1.0000                 1.0000 ]
                         :             InAccEcal:                0.61876                0.78558   [                -1.0000                 1.0000 ]
                         :              EcalPIDe:                0.61042                0.78153   [                -1.0000                 1.0000 ]
                         :             EcalPIDmu:                0.61299                0.78278   [                -1.0000                 1.0000 ]
                         :             InAccHcal:                0.48677                0.87353   [                -1.0000                 1.0000 ]
                         :              HcalPIDe:                0.48026                0.86970   [                -1.0000                 1.0000 ]
                         :             HcalPIDmu:                0.48207                0.87077   [                -1.0000                 1.0000 ]
                         :            CaloEoverP:                0.56511                0.76060   [                -1.0000                 1.0000 ]
                         :       CaloChargedEcal:               -0.99001               0.012384   [                -1.0000                 1.0000 ]
                         :          CaloClusChi2:               -0.16767                0.40417   [                -1.0000                 1.0000 ]
                         :          CaloEcalChi2:               -0.78496                0.15998   [                -1.0000                 1.0000 ]
                         :             CaloEcalE:               -0.99119               0.010755   [                -1.0000                 1.0000 ]
                         :             CaloHcalE:               -0.98882               0.019819   [                -1.0000                 1.0000 ]
                         :     CaloElectronMatch:               -0.78496                0.15998   [                -1.0000                 1.0000 ]
                         :           CaloTrMatch:               -0.16767                0.40417   [                -1.0000                 1.0000 ]
                         :       CaloTrajectoryL:                0.40961              0.0036034   [                -1.0000                 1.0000 ]
                         :              CombDLLe:                0.94248                0.25323   [                -1.0000                 1.0000 ]
                         :             CombDLLmu:                0.93112                0.25184   [                -1.0000                 1.0000 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : Training Network
                         : 
                         : Inaccurate progress timing for MLP... 
                         : Elapsed time for training with 2144238 events: 2.51e+05 sec         
<HEADER> Proton_Downstream_TMVA   : [GlobalPID_DataSet] : Evaluation of Proton_Downstream_TMVA on training sample (2144238 events)
                         : Elapsed time for evaluation of 2144238 events: 80.1 sec       
                         : Creating xml weight file: GlobalPID_DataSet/./GlobalPID_Proton_Downstream_TMVA.weights.xml
                         : Creating standalone class: GlobalPID_DataSet/./GlobalPID_Proton_Downstream_TMVA.class.C
                         : Write special histos to file: Downstream-Proton-TMVA.root:/GlobalPID_DataSet/Method_Proton_Downstream_TMVA/Proton_Downstream_TMVA
<HEADER> Factory                  : Training finished
                         : 
                         : Ranking input variables (method specific)...
<HEADER> Proton_Downstream_TMVA   : Ranking result (top variable is best ranked)
                         : ----------------------------------------------
                         : Rank : Variable              : Importance
                         : ----------------------------------------------
                         :    1 : RichDLLp              : 8.984e+03
                         :    2 : TrackPt               : 7.773e+03
                         :    3 : RichDLLe              : 5.917e+03
                         :    4 : RichDLLk              : 5.068e+03
                         :    5 : CombDLLmu             : 2.682e+03
                         :    6 : TrackP                : 2.218e+03
                         :    7 : RichDLLd              : 2.195e+03
                         :    8 : RichDLLbt             : 2.024e+03
                         :    9 : RichDLLmu             : 1.999e+03
                         :   10 : CaloEcalE             : 1.162e+03
                         :   11 : MuonNShared           : 9.660e+02
                         :   12 : MuonMVA1              : 9.401e+02
                         :   13 : RichAbovePiThres      : 8.581e+02
                         :   14 : MuonIsMuon            : 8.178e+02
                         :   15 : TrackGhostProbability : 5.658e+02
                         :   16 : MuonBkgLL             : 3.853e+02
                         :   17 : CombDLLe              : 3.692e+02
                         :   18 : InAccHcal             : 3.675e+02
                         :   19 : HcalPIDmu             : 3.566e+02
                         :   20 : CaloChargedEcal       : 3.522e+02
                         :   21 : InAccEcal             : 3.377e+02
                         :   22 : MuonMuLL              : 3.344e+02
                         :   23 : MuonIsLooseMuon       : 3.225e+02
                         :   24 : EcalPIDe              : 3.055e+02
                         :   25 : HcalPIDe              : 2.715e+02
                         :   26 : CaloHcalE             : 2.513e+02
                         :   27 : CaloEoverP            : 2.295e+02
                         :   28 : EcalPIDmu             : 1.832e+02
                         :   29 : InAccMuon             : 1.612e+02
                         :   30 : RichAboveKaThres      : 1.399e+02
                         :   31 : RichUsedR1Gas         : 1.338e+02
                         :   32 : RichUsedR2Gas         : 1.197e+02
                         :   33 : TrackFitTNDoF         : 9.036e+01
                         :   34 : RichAbovePrThres      : 7.739e+01
                         :   35 : CaloEcalChi2          : 7.240e+01
                         :   36 : CaloElectronMatch     : 5.893e+01
                         :   37 : TrackFitTChi2         : 4.160e+01
                         :   38 : CaloClusChi2          : 3.059e+01
                         :   39 : TrackChi2PerDof       : 2.551e+01
                         :   40 : CaloTrMatch           : 2.451e+01
                         :   41 : CaloTrajectoryL       : 2.317e+01
                         :   42 : TrackNumDof           : 2.213e+01
                         : ----------------------------------------------
<HEADER> Factory                  : === Destroy and recreate all methods via weight files for testing ===
                         : 
<HEADER> Proton_Downstream_TMVA   : Building Network. 
                         : Initializing weights
2018-06-25 08:27:32 INFO | Starting Testing...
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: Proton_Downstream_TMVA for Classification performance
                         : 
<HEADER> Proton_Downstream_TMVA   : [GlobalPID_DataSet] : Evaluation of Proton_Downstream_TMVA on testing sample (918318 events)
                         : Elapsed time for evaluation of 918318 events: 35.5 sec       
2018-06-25 08:28:07 INFO | Starting Evaluation...
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: Proton_Downstream_TMVA
                         : 
<HEADER> TFHandler_Proton_Downs...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99239               0.012212   [                -1.0000                0.80735 ]
                         :               TrackPt:               -0.97363               0.027664   [                -1.0000                 1.1316 ]
                         :       TrackChi2PerDof:               -0.14837                0.40077   [               -0.99464                 1.0000 ]
                         :           TrackNumDof:                0.10285                0.20804   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:               -0.28749                0.71415   [               -0.99986                 1.0000 ]
                         :         TrackFitTChi2:               -0.55719                0.25516   [               -0.99977                0.96449 ]
                         :         TrackFitTNDoF:                0.63837                0.40026   [                -1.0000                 1.0000 ]
                         :         RichUsedR1Gas:                0.64851                0.76120   [                -1.0000                 1.0000 ]
                         :         RichUsedR2Gas:               -0.21338                0.97697   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.54763                0.83672   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.51217                0.85888   [                -1.0000                 1.0000 ]
                         :      RichAbovePrThres:               -0.82505                0.56506   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.69860                0.47469   [                -1.0000                0.96888 ]
                         :             RichDLLmu:                0.72933                0.48296   [                -1.0000                 1.0001 ]
                         :              RichDLLk:                0.71941                0.48041   [                -1.0000                 1.0057 ]
                         :              RichDLLp:                0.68316                0.47034   [                -1.0000                0.96977 ]
                         :              RichDLLd:                0.74413                0.48737   [                -1.0000                0.99336 ]
                         :             RichDLLbt:                0.74410                0.48736   [                -1.0000                0.99336 ]
                         :              MuonMVA1:               -0.89274                0.45043   [                -1.0000                0.99996 ]
                         :             MuonBkgLL:               -0.75316                0.65729   [                -1.0000                0.99999 ]
                         :              MuonMuLL:               -0.75288                0.65803   [                -1.0000                 1.0000 ]
                         :            MuonIsMuon:               -0.89268                0.45070   [                -1.0000                 1.0000 ]
                         :           MuonNShared:               -0.99308               0.031055   [                -1.0000                0.51087 ]
                         :             InAccMuon:                0.53366                0.84570   [                -1.0000                 1.0000 ]
                         :       MuonIsLooseMuon:               -0.75279                0.65826   [                -1.0000                 1.0000 ]
                         :             InAccEcal:                0.62007                0.78455   [                -1.0000                 1.0000 ]
                         :              EcalPIDe:                0.61172                0.78051   [                -1.0000                 1.0000 ]
                         :             EcalPIDmu:                0.61429                0.78176   [                -1.0000                 1.0000 ]
                         :             InAccHcal:                0.48742                0.87317   [                -1.0000                 1.0000 ]
                         :              HcalPIDe:                0.48090                0.86934   [                -1.0000                 1.0000 ]
                         :             HcalPIDmu:                0.48272                0.87041   [                -1.0000                 1.0000 ]
                         :            CaloEoverP:                0.56639                0.75959   [                -1.0000                 1.0705 ]
                         :       CaloChargedEcal:               -0.99000               0.012491   [                -1.0000                0.67612 ]
                         :          CaloClusChi2:               -0.16701                0.40363   [                -1.0000                0.93100 ]
                         :          CaloEcalChi2:               -0.78509                0.15918   [                -1.0000                0.99982 ]
                         :             CaloEcalE:               -0.99117               0.010969   [                -1.0000                0.39618 ]
                         :             CaloHcalE:               -0.98880               0.019753   [                -1.0000                0.96802 ]
                         :     CaloElectronMatch:               -0.78509                0.15918   [                -1.0000                0.99982 ]
                         :           CaloTrMatch:               -0.16701                0.40363   [                -1.0000                0.93100 ]
                         :       CaloTrajectoryL:                0.40962              0.0034786   [               -0.12625                0.86949 ]
                         :              CombDLLe:                0.94303                0.25115   [                -1.0000                0.99885 ]
                         :             CombDLLmu:                0.93166                0.24978   [                -1.0000                0.99881 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
<HEADER> Proton_Downstream_TMVA   : [GlobalPID_DataSet] : Loop over test events and fill histograms with classifier response...
                         : 
<HEADER> TFHandler_Proton_Downs...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99239               0.012212   [                -1.0000                0.80735 ]
                         :               TrackPt:               -0.97363               0.027664   [                -1.0000                 1.1316 ]
                         :       TrackChi2PerDof:               -0.14837                0.40077   [               -0.99464                 1.0000 ]
                         :           TrackNumDof:                0.10285                0.20804   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:               -0.28749                0.71415   [               -0.99986                 1.0000 ]
                         :         TrackFitTChi2:               -0.55719                0.25516   [               -0.99977                0.96449 ]
                         :         TrackFitTNDoF:                0.63837                0.40026   [                -1.0000                 1.0000 ]
                         :         RichUsedR1Gas:                0.64851                0.76120   [                -1.0000                 1.0000 ]
                         :         RichUsedR2Gas:               -0.21338                0.97697   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.54763                0.83672   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.51217                0.85888   [                -1.0000                 1.0000 ]
                         :      RichAbovePrThres:               -0.82505                0.56506   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.69860                0.47469   [                -1.0000                0.96888 ]
                         :             RichDLLmu:                0.72933                0.48296   [                -1.0000                 1.0001 ]
                         :              RichDLLk:                0.71941                0.48041   [                -1.0000                 1.0057 ]
                         :              RichDLLp:                0.68316                0.47034   [                -1.0000                0.96977 ]
                         :              RichDLLd:                0.74413                0.48737   [                -1.0000                0.99336 ]
                         :             RichDLLbt:                0.74410                0.48736   [                -1.0000                0.99336 ]
                         :              MuonMVA1:               -0.89274                0.45043   [                -1.0000                0.99996 ]
                         :             MuonBkgLL:               -0.75316                0.65729   [                -1.0000                0.99999 ]
                         :              MuonMuLL:               -0.75288                0.65803   [                -1.0000                 1.0000 ]
                         :            MuonIsMuon:               -0.89268                0.45070   [                -1.0000                 1.0000 ]
                         :           MuonNShared:               -0.99308               0.031055   [                -1.0000                0.51087 ]
                         :             InAccMuon:                0.53366                0.84570   [                -1.0000                 1.0000 ]
                         :       MuonIsLooseMuon:               -0.75279                0.65826   [                -1.0000                 1.0000 ]
                         :             InAccEcal:                0.62007                0.78455   [                -1.0000                 1.0000 ]
                         :              EcalPIDe:                0.61172                0.78051   [                -1.0000                 1.0000 ]
                         :             EcalPIDmu:                0.61429                0.78176   [                -1.0000                 1.0000 ]
                         :             InAccHcal:                0.48742                0.87317   [                -1.0000                 1.0000 ]
                         :              HcalPIDe:                0.48090                0.86934   [                -1.0000                 1.0000 ]
                         :             HcalPIDmu:                0.48272                0.87041   [                -1.0000                 1.0000 ]
                         :            CaloEoverP:                0.56639                0.75959   [                -1.0000                 1.0705 ]
                         :       CaloChargedEcal:               -0.99000               0.012491   [                -1.0000                0.67612 ]
                         :          CaloClusChi2:               -0.16701                0.40363   [                -1.0000                0.93100 ]
                         :          CaloEcalChi2:               -0.78509                0.15918   [                -1.0000                0.99982 ]
                         :             CaloEcalE:               -0.99117               0.010969   [                -1.0000                0.39618 ]
                         :             CaloHcalE:               -0.98880               0.019753   [                -1.0000                0.96802 ]
                         :     CaloElectronMatch:               -0.78509                0.15918   [                -1.0000                0.99982 ]
                         :           CaloTrMatch:               -0.16701                0.40363   [                -1.0000                0.93100 ]
                         :       CaloTrajectoryL:                0.40962              0.0034786   [               -0.12625                0.86949 ]
                         :              CombDLLe:                0.94303                0.25115   [                -1.0000                0.99885 ]
                         :             CombDLLmu:                0.93166                0.24978   [                -1.0000                0.99881 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : 
                         : <PlotVariables> Will not produce scatter plots ==> 
                         : |  The number of 42 input variables and 0 target values would require 861 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 Proton_Downstream_TMVA: 0.935
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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    Proton_Downstream_TMVA: 0.505 (0.508)       0.818 (0.819)      0.931 (0.931)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
<HEADER> Dataset:GlobalPID_DataSet: Created tree 'TestTree' with 918318 events
                         : 
<HEADER> Dataset:GlobalPID_DataSet: Created tree 'TrainTree' with 2144238 events
                         : 
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
2018-06-25 08:31:06 INFO | ... Complete :)
2018-06-25 08:31:06 INFO | Finished...
`GlobalPID_DataSet/GlobalPID_Proton_Downstream_TMVA.class.C' -> `./GlobalPID_Proton_Downstream_TMVA.class.C'
`GlobalPID_DataSet/GlobalPID_Proton_Downstream_TMVA.weights.xml' -> `./GlobalPID_Proton_Downstream_TMVA.weights.xml'
removed directory: `GlobalPID_DataSet'
removed `Downstream-Proton-TMVA.root'
2018-06-25 08:31:15 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache'
2018-06-25 08:31:15 INFO | Network Config file      = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.1/PrAccF1.0/KaAccF0.1/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/GlobalPID_Proton_Downstream_ANN.txt
2018-06-25 08:31:15 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.1/PrAccF1.0/KaAccF0.1/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/train-config.txt
2018-06-25 08:31:15 INFO | Particle type    = Proton
2018-06-25 08:31:15 INFO | Background types = All
2018-06-25 08:31:15 INFO | Training Mix     = NaturalMix
2018-06-25 08:31:15 INFO | Track type       = Downstream
2018-06-25 08:31:15 INFO | Track PresSel    = NoTrackPreSelection.txt
2018-06-25 08:31:15 INFO | Network type     = TMVA
2018-06-25 08:31:15 INFO | Ghost treatment  = Ghosts Ghosts
2018-06-25 08:31:15 INFO | MC Track sel.    = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt
2018-06-25 08:31:15 INFO | Reweighting      = NoReweight
2018-06-25 08:31:15 INFO | Output file      = GlobalPID_Proton_Downstream_TMVA.weights.xml
2018-06-25 08:31:15 INFO | Skipping input #TrackCloneDist
2018-06-25 08:31:15 INFO | Skipping input #RichAboveElThres
2018-06-25 08:31:15 INFO | Skipping input #RichAboveMuThres
2018-06-25 08:31:15 INFO | Skipping input #new
2018-06-25 08:31:15 INFO | Creating selection from 'NoTrackPreSelection.txt'
2018-06-25 08:31:15 INFO |  -> # very very loose. Essentially no cuts
2018-06-25 08:31:15 INFO |   -> TrackP                > 0
2018-06-25 08:31:15 INFO |   -> TrackPt               > 0
2018-06-25 08:31:15 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-06-25 08:31:15 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-06-25 08:31:15 INFO | Training sample size (excluding ghosts) = 1800000
2018-06-25 08:31:15 INFO | Evaluation sample size                  = 10000000
2018-06-25 08:31:15 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/UpgradeSim09cUp02RecoUp01/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight/GhostAccFrac0.1/PrAccF1.0/KaAccF0.1/PiAccF1.0/TMVA-Upgrade-Sim09cUp02RecoUp01/MLP/Norm/L1SF1.6/L2SF1.6/BP/NCycles750/CE/sigmoid/CVTest15/CVImp1e-16/NotUseRegulator/Proton/Downstream/MVA.txt
2018-06-25 08:31:15 INFO |  -> NBTASK = CLA
2018-06-25 08:31:15 INFO |  -> NBMOM = 0.0
2018-06-25 08:31:15 INFO |  -> NBREG = ALL
2018-06-25 08:31:15 INFO |  -> TMVAVALIDATIONFRAC = 0.3
2018-06-25 08:31:15 INFO |  -> TMVATESTFRAC = 0.3
2018-06-25 08:31:15 INFO |  -> MaxTrainSizeFactor = 1.5
2018-06-25 08:31:15 INFO |  -> HiddenLayer1ScaleFactor = 1.6
2018-06-25 08:31:15 INFO |  -> HiddenLayer2ScaleFactor = 1.6
2018-06-25 08:31:15 INFO |  -> GhostAcceptFraction = 0.1
2018-06-25 08:31:15 INFO |  -> PionAcceptFraction = 1.0
2018-06-25 08:31:15 INFO |  -> KaonAcceptFraction = 0.1
2018-06-25 08:31:15 INFO |  -> ProtonAcceptFraction = 1.0
2018-06-25 08:31:15 INFO |  -> ReuseTrainingFiles = 0
2018-06-25 08:31:15 INFO |  -> TrainingYear = UpgradeSim09cUp02RecoUp01
2018-06-25 08:31:15 INFO |  -> TMVAMETHOD = MLP
2018-06-25 08:31:15 INFO |  -> TMVAUSEREGULATOR = false
2018-06-25 08:31:15 INFO |  -> TMVAMLPNCYCLES = 750
2018-06-25 08:31:15 INFO |  -> TMVAVARTRANSFORM = Norm
2018-06-25 08:31:15 INFO |  -> TMVAMLPNEURONTYPE = sigmoid
2018-06-25 08:31:15 INFO |  -> TMVAMLPMETHOD = BP
2018-06-25 08:31:15 INFO |  -> TMVAMLPESTIMATORTYPE = CE
2018-06-25 08:31:15 INFO |  -> TMVAMLPCONVIMPROVE = 1e-16
2018-06-25 08:31:15 INFO |  -> TMVAMLPCONVTEST = 15
2018-06-25 08:31:15 INFO |  -> TMVABDTBOOSTTYPE = AdaBoost
2018-06-25 08:31:15 INFO |  -> TMVABDTNTREES = 800
2018-06-25 08:31:15 INFO |  -> TMVABDTPRUNEMETHOD = CostComplexity
2018-06-25 08:31:15 INFO |  -> TMVABDTMAXTREEDEPTH = 3
2018-06-25 08:31:15 INFO |  -> TMVADNNERRSTRAT = CROSSENTROPY
2018-06-25 08:31:15 INFO |  -> TMVADNNTRAINCONFA = UNDEFINED
2018-06-25 08:31:15 INFO |  -> TMVADNNTRAINCONFB = 
2018-06-25 08:31:15 INFO |  -> TMVADNNTRAINCONFC = 
2018-06-25 08:31:15 INFO |  -> TMVADNNLAYOUT = UNDEFINED
2018-06-25 08:31:15 INFO |  -> TMVADNNWEIGHTINIT = XAVIERUNIFORM
2018-06-25 08:31:15 INFO |  -> TMVADNNARCH = STANDARD
2018-06-25 08:31:15 INFO | Reading Parameters file = Eval.txt
2018-06-25 08:31:15 INFO |  -> EVALMODE = EvalWithPreSel
2018-06-25 08:31:15 INFO |  -> EVALDATA = Mixture
2018-06-25 08:31:15 INFO |  -> EVALYEAR = UpgradeSim09cUp02RecoUp01
2018-06-25 08:31:15 INFO | Hidden Layer 1 scale = 1.6
2018-06-25 08:31:15 INFO | Hidden Layer 2 scale = 1.6
2018-06-25 08:31:15 INFO | Ghost Accept Fraction = 0.1
2018-06-25 08:31:15 INFO | Proton Accept Fraction = 1
2018-06-25 08:31:15 INFO | Kaon Accept Fraction = 0.1
2018-06-25 08:31:15 INFO | Pion Accept Fraction = 1
2018-06-25 08:31:15 INFO | Max Training sample size (with ghosts) = 2700000
2018-06-25 08:31:15 INFO | Training data year   = UpgradeSim09cUp02RecoUp01
2018-06-25 08:31:15 INFO | Evaluation data year = UpgradeSim09cUp02RecoUp01
2018-06-25 08:31:15 INFO | Input Data file = TrainingFiles-Mixture.txt
2018-06-25 08:31:15 INFO | Using 3913 data files
2018-06-25 08:31:15 INFO | Training Datafile Selection hash = 9e53b2f5fadc17db
2018-06-25 08:31:15 INFO | Target selected entries per file = 4000
2018-06-25 08:31:15 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
2018-06-25 08:31:16 INFO |  -> Pre-selected 32252 entries from 78858 ( 40.8988 % )
2018-06-25 08:31:17 INFO |  -> Selected 6718 entries ( 8.51911 % ). Overall 4000 ( 0.222222 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:17 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
2018-06-25 08:31:17 INFO |  -> Pre-selected 32974 entries from 79086 ( 41.6939 % )
2018-06-25 08:31:19 INFO |  -> Selected 6744 entries ( 8.52743 % ). Overall 8000 ( 0.444444 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:19 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
2018-06-25 08:31:19 INFO |  -> Pre-selected 32091 entries from 78946 ( 40.6493 % )
2018-06-25 08:31:21 INFO |  -> Selected 6809 entries ( 8.62488 % ). Overall 12001 ( 0.666722 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:21 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
2018-06-25 08:31:21 INFO |  -> Pre-selected 16748 entries from 41093 ( 40.7563 % )
2018-06-25 08:31:22 INFO |  -> Selected 6883 entries ( 16.7498 % ). Overall 16002 ( 0.889 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:22 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
2018-06-25 08:31:22 INFO |  -> Pre-selected 31536 entries from 76453 ( 41.2489 % )
2018-06-25 08:31:24 INFO |  -> Selected 6889 entries ( 9.01076 % ). Overall 20003 ( 1.11128 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:24 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
2018-06-25 08:31:24 INFO |  -> Pre-selected 34627 entries from 81787 ( 42.338 % )
2018-06-25 08:31:26 INFO |  -> Selected 6589 entries ( 8.05629 % ). Overall 24004 ( 1.33356 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:26 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
2018-06-25 08:31:26 INFO |  -> Pre-selected 32725 entries from 75999 ( 43.0598 % )
2018-06-25 08:31:28 INFO |  -> Selected 6808 entries ( 8.95801 % ). Overall 28004 ( 1.55578 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:28 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
2018-06-25 08:31:28 INFO |  -> Pre-selected 32557 entries from 78525 ( 41.4607 % )
2018-06-25 08:31:30 INFO |  -> Selected 6798 entries ( 8.65712 % ). Overall 32004 ( 1.778 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:30 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
2018-06-25 08:31:30 INFO |  -> Pre-selected 32610 entries from 78000 ( 41.8077 % )
2018-06-25 08:31:32 INFO |  -> Selected 6733 entries ( 8.63205 % ). Overall 36004 ( 2.00022 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:32 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
2018-06-25 08:31:32 INFO |  -> Pre-selected 23995 entries from 58361 ( 41.1148 % )
2018-06-25 08:31:33 INFO |  -> Selected 6926 entries ( 11.8675 % ). Overall 40004 ( 2.22244 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:33 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
2018-06-25 08:31:33 INFO |  -> Pre-selected 32615 entries from 79365 ( 41.0949 % )
2018-06-25 08:31:35 INFO |  -> Selected 6981 entries ( 8.79607 % ). Overall 44005 ( 2.44472 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:35 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
2018-06-25 08:31:35 INFO |  -> Pre-selected 8076 entries from 19365 ( 41.7041 % )
2018-06-25 08:31:36 INFO |  -> Selected 6751 entries ( 34.8619 % ). Overall 48004 ( 2.66689 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:36 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
2018-06-25 08:31:36 INFO |  -> Pre-selected 30691 entries from 72600 ( 42.2741 % )
2018-06-25 08:31:38 INFO |  -> Selected 6762 entries ( 9.31405 % ). Overall 52005 ( 2.88917 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:38 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
2018-06-25 08:31:38 INFO |  -> Pre-selected 33226 entries from 82221 ( 40.4106 % )
2018-06-25 08:31:40 INFO |  -> Selected 6958 entries ( 8.46256 % ). Overall 56005 ( 3.11139 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:40 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
2018-06-25 08:31:40 INFO |  -> Pre-selected 32614 entries from 79990 ( 40.7726 % )
2018-06-25 08:31:42 INFO |  -> Selected 7055 entries ( 8.81985 % ). Overall 60005 ( 3.33361 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:42 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
2018-06-25 08:31:42 INFO |  -> Pre-selected 32077 entries from 76271 ( 42.0566 % )
2018-06-25 08:31:44 INFO |  -> Selected 6946 entries ( 9.107 % ). Overall 64005 ( 3.55583 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:44 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
2018-06-25 08:31:44 INFO |  -> Pre-selected 33490 entries from 80843 ( 41.426 % )
2018-06-25 08:31:46 INFO |  -> Selected 6647 entries ( 8.22211 % ). Overall 68005 ( 3.77806 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:46 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
2018-06-25 08:31:46 INFO |  -> Pre-selected 33873 entries from 82639 ( 40.9891 % )
2018-06-25 08:31:48 INFO |  -> Selected 6901 entries ( 8.35078 % ). Overall 72006 ( 4.00033 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:48 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
2018-06-25 08:31:48 INFO |  -> Pre-selected 31830 entries from 77392 ( 41.1283 % )
2018-06-25 08:31:49 INFO |  -> Selected 6901 entries ( 8.91694 % ). Overall 76006 ( 4.22256 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:49 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
2018-06-25 08:31:50 INFO |  -> Pre-selected 31226 entries from 74302 ( 42.0258 % )
2018-06-25 08:31:51 INFO |  -> Selected 6714 entries ( 9.0361 % ). Overall 80006 ( 4.44478 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:51 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
2018-06-25 08:31:51 INFO |  -> Pre-selected 33257 entries from 81183 ( 40.9655 % )
2018-06-25 08:31:53 INFO |  -> Selected 6826 entries ( 8.40816 % ). Overall 84007 ( 4.66706 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:53 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
2018-06-25 08:31:53 INFO |  -> Pre-selected 34310 entries from 83884 ( 40.9017 % )
2018-06-25 08:31:55 INFO |  -> Selected 6814 entries ( 8.12312 % ). Overall 88007 ( 4.88928 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:55 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
2018-06-25 08:31:55 INFO |  -> Pre-selected 32250 entries from 78324 ( 41.1751 % )
2018-06-25 08:31:57 INFO |  -> Selected 6940 entries ( 8.86063 % ). Overall 92007 ( 5.1115 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:57 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
2018-06-25 08:31:57 INFO |  -> Pre-selected 34551 entries from 80448 ( 42.9482 % )
2018-06-25 08:31:59 INFO |  -> Selected 6845 entries ( 8.5086 % ). Overall 96007 ( 5.33372 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:31:59 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
2018-06-25 08:31:59 INFO |  -> Pre-selected 33149 entries from 79967 ( 41.4533 % )
2018-06-25 08:32:01 INFO |  -> Selected 6908 entries ( 8.63856 % ). Overall 100007 ( 5.55594 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:01 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
2018-06-25 08:32:01 INFO |  -> Pre-selected 33027 entries from 79464 ( 41.5622 % )
2018-06-25 08:32:03 INFO |  -> Selected 6837 entries ( 8.6039 % ). Overall 104008 ( 5.77822 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:03 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
2018-06-25 08:32:03 INFO |  -> Pre-selected 36089 entries from 84386 ( 42.7666 % )
2018-06-25 08:32:05 INFO |  -> Selected 6661 entries ( 7.89349 % ). Overall 108008 ( 6.00044 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:05 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
2018-06-25 08:32:05 INFO |  -> Pre-selected 30971 entries from 74361 ( 41.6495 % )
2018-06-25 08:32:07 INFO |  -> Selected 6663 entries ( 8.96034 % ). Overall 112009 ( 6.22272 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:07 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
2018-06-25 08:32:07 INFO |  -> Pre-selected 32779 entries from 79236 ( 41.3688 % )
2018-06-25 08:32:09 INFO |  -> Selected 6888 entries ( 8.69302 % ). Overall 116009 ( 6.44494 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:09 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
2018-06-25 08:32:09 INFO |  -> Pre-selected 31357 entries from 75736 ( 41.403 % )
2018-06-25 08:32:11 INFO |  -> Selected 6861 entries ( 9.0591 % ). Overall 120009 ( 6.66717 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:11 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
2018-06-25 08:32:11 INFO |  -> Pre-selected 25183 entries from 61639 ( 40.8556 % )
2018-06-25 08:32:12 INFO |  -> Selected 6870 entries ( 11.1455 % ). Overall 124009 ( 6.88939 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:12 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
2018-06-25 08:32:12 INFO |  -> Pre-selected 34579 entries from 84135 ( 41.0994 % )
2018-06-25 08:32:14 INFO |  -> Selected 6840 entries ( 8.12979 % ). Overall 128009 ( 7.11161 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:14 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
2018-06-25 08:32:14 INFO |  -> Pre-selected 24929 entries from 60210 ( 41.4034 % )
2018-06-25 08:32:16 INFO |  -> Selected 6776 entries ( 11.2539 % ). Overall 132010 ( 7.33389 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:16 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
2018-06-25 08:32:16 INFO |  -> Pre-selected 31937 entries from 77372 ( 41.2772 % )
2018-06-25 08:32:17 INFO |  -> Selected 6904 entries ( 8.92312 % ). Overall 136010 ( 7.55611 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:17 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
2018-06-25 08:32:18 INFO |  -> Pre-selected 30996 entries from 75874 ( 40.8519 % )
2018-06-25 08:32:19 INFO |  -> Selected 6793 entries ( 8.953 % ). Overall 140011 ( 7.77839 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:19 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
2018-06-25 08:32:19 INFO |  -> Pre-selected 33601 entries from 81072 ( 41.4459 % )
2018-06-25 08:32:21 INFO |  -> Selected 6958 entries ( 8.58249 % ). Overall 144012 ( 8.00067 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:21 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
2018-06-25 08:32:21 INFO |  -> Pre-selected 36221 entries from 85903 ( 42.165 % )
2018-06-25 08:32:23 INFO |  -> Selected 6898 entries ( 8.02999 % ). Overall 148013 ( 8.22294 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:23 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
2018-06-25 08:32:23 INFO |  -> Pre-selected 26494 entries from 64224 ( 41.2525 % )
2018-06-25 08:32:25 INFO |  -> Selected 6770 entries ( 10.5412 % ). Overall 152014 ( 8.44522 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:25 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
2018-06-25 08:32:25 INFO |  -> Pre-selected 31230 entries from 75125 ( 41.5707 % )
2018-06-25 08:32:26 INFO |  -> Selected 6877 entries ( 9.15408 % ). Overall 156015 ( 8.6675 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:26 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
2018-06-25 08:32:26 INFO |  -> Pre-selected 31938 entries from 78215 ( 40.8336 % )
2018-06-25 08:32:28 INFO |  -> Selected 6793 entries ( 8.68503 % ). Overall 160016 ( 8.88978 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:28 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
2018-06-25 08:32:28 INFO |  -> Pre-selected 34496 entries from 82462 ( 41.8326 % )
2018-06-25 08:32:30 INFO |  -> Selected 6820 entries ( 8.27048 % ). Overall 164017 ( 9.11206 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:30 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
2018-06-25 08:32:30 INFO |  -> Pre-selected 32415 entries from 78630 ( 41.2247 % )
2018-06-25 08:32:32 INFO |  -> Selected 6903 entries ( 8.77909 % ). Overall 168018 ( 9.33433 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:32 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
2018-06-25 08:32:32 INFO |  -> Pre-selected 33302 entries from 80908 ( 41.1603 % )
2018-06-25 08:32:34 INFO |  -> Selected 6773 entries ( 8.37124 % ). Overall 172019 ( 9.55661 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:34 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
2018-06-25 08:32:34 INFO |  -> Pre-selected 34366 entries from 82039 ( 41.8898 % )
2018-06-25 08:32:36 INFO |  -> Selected 6780 entries ( 8.26436 % ). Overall 176019 ( 9.77883 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:36 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
2018-06-25 08:32:36 INFO |  -> Pre-selected 31340 entries from 74883 ( 41.852 % )
2018-06-25 08:32:37 INFO |  -> Selected 6847 entries ( 9.1436 % ). Overall 180019 ( 10.0011 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:37 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
2018-06-25 08:32:37 INFO |  -> Pre-selected 33049 entries from 78172 ( 42.2773 % )
2018-06-25 08:32:39 INFO |  -> Selected 6773 entries ( 8.66423 % ). Overall 184020 ( 10.2233 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:39 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
2018-06-25 08:32:39 INFO |  -> Pre-selected 15748 entries from 37938 ( 41.5098 % )
2018-06-25 08:32:40 INFO |  -> Selected 6780 entries ( 17.8713 % ). Overall 188021 ( 10.4456 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:40 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
2018-06-25 08:32:40 INFO |  -> Pre-selected 35576 entries from 83535 ( 42.5881 % )
2018-06-25 08:32:42 INFO |  -> Selected 6882 entries ( 8.23846 % ). Overall 192021 ( 10.6678 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:42 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
2018-06-25 08:32:42 INFO |  -> Pre-selected 31003 entries from 74947 ( 41.3666 % )
2018-06-25 08:32:44 INFO |  -> Selected 6834 entries ( 9.11844 % ). Overall 196022 ( 10.8901 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:44 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
2018-06-25 08:32:44 INFO |  -> Pre-selected 33596 entries from 81305 ( 41.321 % )
2018-06-25 08:32:46 INFO |  -> Selected 6769 entries ( 8.32544 % ). Overall 200022 ( 11.1123 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:46 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
2018-06-25 08:32:46 INFO |  -> Pre-selected 32902 entries from 79325 ( 41.4775 % )
2018-06-25 08:32:48 INFO |  -> Selected 6773 entries ( 8.53829 % ). Overall 204022 ( 11.3346 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:48 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
2018-06-25 08:32:48 INFO |  -> Pre-selected 34066 entries from 83151 ( 40.9688 % )
2018-06-25 08:32:50 INFO |  -> Selected 6736 entries ( 8.10092 % ). Overall 208023 ( 11.5568 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:50 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
2018-06-25 08:32:50 INFO |  -> Pre-selected 32107 entries from 79052 ( 40.615 % )
2018-06-25 08:32:51 INFO |  -> Selected 6816 entries ( 8.62217 % ). Overall 212024 ( 11.7791 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:51 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
2018-06-25 08:32:51 INFO |  -> Pre-selected 33615 entries from 81454 ( 41.2687 % )
2018-06-25 08:32:53 INFO |  -> Selected 6966 entries ( 8.55207 % ). Overall 216025 ( 12.0014 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:53 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
2018-06-25 08:32:53 INFO |  -> Pre-selected 31718 entries from 73002 ( 43.4481 % )
2018-06-25 08:32:55 INFO |  -> Selected 6715 entries ( 9.19838 % ). Overall 220025 ( 12.2236 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:55 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
2018-06-25 08:32:55 INFO |  -> Pre-selected 31743 entries from 76232 ( 41.64 % )
2018-06-25 08:32:57 INFO |  -> Selected 6853 entries ( 8.98966 % ). Overall 224025 ( 12.4458 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:57 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
2018-06-25 08:32:57 INFO |  -> Pre-selected 31641 entries from 75687 ( 41.8051 % )
2018-06-25 08:32:58 INFO |  -> Selected 6720 entries ( 8.87867 % ). Overall 228025 ( 12.6681 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:32:58 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
2018-06-25 08:32:59 INFO |  -> Pre-selected 33073 entries from 79979 ( 41.3521 % )
2018-06-25 08:33:00 INFO |  -> Selected 6762 entries ( 8.45472 % ). Overall 232026 ( 12.8903 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:00 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
2018-06-25 08:33:00 INFO |  -> Pre-selected 23705 entries from 54790 ( 43.2652 % )
2018-06-25 08:33:02 INFO |  -> Selected 6775 entries ( 12.3654 % ). Overall 236027 ( 13.1126 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:02 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
2018-06-25 08:33:02 INFO |  -> Pre-selected 32551 entries from 79156 ( 41.1226 % )
2018-06-25 08:33:03 INFO |  -> Selected 6839 entries ( 8.6399 % ). Overall 240028 ( 13.3349 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:03 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
2018-06-25 08:33:04 INFO |  -> Pre-selected 31883 entries from 76848 ( 41.4884 % )
2018-06-25 08:33:05 INFO |  -> Selected 6710 entries ( 8.73152 % ). Overall 244028 ( 13.5571 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:05 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
2018-06-25 08:33:05 INFO |  -> Pre-selected 31687 entries from 76816 ( 41.2505 % )
2018-06-25 08:33:07 INFO |  -> Selected 6776 entries ( 8.82108 % ). Overall 248029 ( 13.7794 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:07 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
2018-06-25 08:33:07 INFO |  -> Pre-selected 33910 entries from 80274 ( 42.2428 % )
2018-06-25 08:33:09 INFO |  -> Selected 6800 entries ( 8.47099 % ). Overall 252030 ( 14.0017 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:09 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
2018-06-25 08:33:09 INFO |  -> Pre-selected 31974 entries from 78327 ( 40.8212 % )
2018-06-25 08:33:11 INFO |  -> Selected 6796 entries ( 8.67645 % ). Overall 256030 ( 14.2239 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:11 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
2018-06-25 08:33:11 INFO |  -> Pre-selected 33526 entries from 81798 ( 40.9863 % )
2018-06-25 08:33:13 INFO |  -> Selected 6936 entries ( 8.47942 % ). Overall 260031 ( 14.4462 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:13 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
2018-06-25 08:33:13 INFO |  -> Pre-selected 27305 entries from 65031 ( 41.9877 % )
2018-06-25 08:33:14 INFO |  -> Selected 6826 entries ( 10.4965 % ). Overall 264032 ( 14.6684 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:14 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
2018-06-25 08:33:14 INFO |  -> Pre-selected 32283 entries from 78568 ( 41.0892 % )
2018-06-25 08:33:16 INFO |  -> Selected 6783 entries ( 8.63329 % ). Overall 268032 ( 14.8907 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:16 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
2018-06-25 08:33:16 INFO |  -> Pre-selected 33587 entries from 79546 ( 42.2234 % )
2018-06-25 08:33:18 INFO |  -> Selected 6780 entries ( 8.52337 % ). Overall 272033 ( 15.1129 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:18 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
2018-06-25 08:33:18 INFO |  -> Pre-selected 31605 entries from 76807 ( 41.1486 % )
2018-06-25 08:33:20 INFO |  -> Selected 6776 entries ( 8.82211 % ). Overall 276033 ( 15.3352 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:20 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
2018-06-25 08:33:20 INFO |  -> Pre-selected 32121 entries from 77785 ( 41.2946 % )
2018-06-25 08:33:21 INFO |  -> Selected 6820 entries ( 8.76776 % ). Overall 280034 ( 15.5574 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:21 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
2018-06-25 08:33:21 INFO |  -> Pre-selected 33960 entries from 81368 ( 41.7363 % )
2018-06-25 08:33:23 INFO |  -> Selected 6801 entries ( 8.35832 % ). Overall 284034 ( 15.7797 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:23 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
2018-06-25 08:33:23 INFO |  -> Pre-selected 31908 entries from 77269 ( 41.2947 % )
2018-06-25 08:33:25 INFO |  -> Selected 6800 entries ( 8.80042 % ). Overall 288034 ( 16.0019 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:25 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
2018-06-25 08:33:25 INFO |  -> Pre-selected 33720 entries from 81279 ( 41.4867 % )
2018-06-25 08:33:27 INFO |  -> Selected 6618 entries ( 8.14232 % ). Overall 292034 ( 16.2241 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:27 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
2018-06-25 08:33:27 INFO |  -> Pre-selected 33108 entries from 80124 ( 41.321 % )
2018-06-25 08:33:29 INFO |  -> Selected 6800 entries ( 8.48685 % ). Overall 296034 ( 16.4463 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:29 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
2018-06-25 08:33:29 INFO |  -> Pre-selected 32922 entries from 80609 ( 40.8416 % )
2018-06-25 08:33:31 INFO |  -> Selected 6868 entries ( 8.52014 % ). Overall 300035 ( 16.6686 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:31 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
2018-06-25 08:33:31 INFO |  -> Pre-selected 32919 entries from 78910 ( 41.7171 % )
2018-06-25 08:33:33 INFO |  -> Selected 6799 entries ( 8.61614 % ). Overall 304035 ( 16.8908 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:33 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
2018-06-25 08:33:33 INFO |  -> Pre-selected 26977 entries from 61239 ( 44.052 % )
2018-06-25 08:33:34 INFO |  -> Selected 6708 entries ( 10.9538 % ). Overall 308035 ( 17.1131 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:34 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
2018-06-25 08:33:34 INFO |  -> Pre-selected 33044 entries from 81113 ( 40.7382 % )
2018-06-25 08:33:36 INFO |  -> Selected 6865 entries ( 8.4635 % ). Overall 312035 ( 17.3353 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:36 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
2018-06-25 08:33:36 INFO |  -> Pre-selected 24926 entries from 60607 ( 41.1273 % )
2018-06-25 08:33:37 INFO |  -> Selected 6869 entries ( 11.3337 % ). Overall 316036 ( 17.5576 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:37 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
2018-06-25 08:33:37 INFO |  -> Pre-selected 32358 entries from 79500 ( 40.7019 % )
2018-06-25 08:33:39 INFO |  -> Selected 6809 entries ( 8.56478 % ). Overall 320036 ( 17.7798 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:39 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
2018-06-25 08:33:39 INFO |  -> Pre-selected 32992 entries from 79448 ( 41.5265 % )
2018-06-25 08:33:41 INFO |  -> Selected 6844 entries ( 8.61444 % ). Overall 324037 ( 18.0021 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:41 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
2018-06-25 08:33:41 INFO |  -> Pre-selected 31697 entries from 76214 ( 41.5895 % )
2018-06-25 08:33:43 INFO |  -> Selected 6908 entries ( 9.06395 % ). Overall 328038 ( 18.2243 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:43 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
2018-06-25 08:33:43 INFO |  -> Pre-selected 32400 entries from 79496 ( 40.7568 % )
2018-06-25 08:33:45 INFO |  -> Selected 6828 entries ( 8.58911 % ). Overall 332038 ( 18.4466 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:45 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
2018-06-25 08:33:45 INFO |  -> Pre-selected 32196 entries from 76299 ( 42.1971 % )
2018-06-25 08:33:46 INFO |  -> Selected 6834 entries ( 8.95687 % ). Overall 336038 ( 18.6688 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:46 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
2018-06-25 08:33:47 INFO |  -> Pre-selected 34069 entries from 81376 ( 41.8662 % )
2018-06-25 08:33:48 INFO |  -> Selected 6748 entries ( 8.29237 % ). Overall 340039 ( 18.8911 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:48 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
2018-06-25 08:33:48 INFO |  -> Pre-selected 8397 entries from 19840 ( 42.3236 % )
2018-06-25 08:33:49 INFO |  -> Selected 6806 entries ( 34.3044 % ). Overall 344038 ( 19.1132 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:49 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
2018-06-25 08:33:49 INFO |  -> Pre-selected 15675 entries from 37908 ( 41.3501 % )
2018-06-25 08:33:50 INFO |  -> Selected 6807 entries ( 17.9566 % ). Overall 348038 ( 19.3354 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:50 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
2018-06-25 08:33:50 INFO |  -> Pre-selected 32116 entries from 78252 ( 41.0418 % )
2018-06-25 08:33:52 INFO |  -> Selected 6737 entries ( 8.60936 % ). Overall 352039 ( 19.5577 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:52 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
2018-06-25 08:33:52 INFO |  -> Pre-selected 35457 entries from 83771 ( 42.3261 % )
2018-06-25 08:33:54 INFO |  -> Selected 6750 entries ( 8.05768 % ). Overall 356039 ( 19.7799 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:54 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
2018-06-25 08:33:54 INFO |  -> Pre-selected 31616 entries from 77286 ( 40.9078 % )
2018-06-25 08:33:55 INFO |  -> Selected 6867 entries ( 8.88518 % ). Overall 360039 ( 20.0022 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:55 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
2018-06-25 08:33:55 INFO |  -> Pre-selected 33512 entries from 82537 ( 40.6024 % )
2018-06-25 08:33:57 INFO |  -> Selected 6928 entries ( 8.39381 % ). Overall 364040 ( 20.2244 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:57 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
2018-06-25 08:33:57 INFO |  -> Pre-selected 16764 entries from 41294 ( 40.5967 % )
2018-06-25 08:33:58 INFO |  -> Selected 6816 entries ( 16.506 % ). Overall 368040 ( 20.4467 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:33:58 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
2018-06-25 08:33:58 INFO |  -> Pre-selected 33795 entries from 81744 ( 41.3425 % )
2018-06-25 08:34:00 INFO |  -> Selected 6758 entries ( 8.26727 % ). Overall 372040 ( 20.6689 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:00 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
2018-06-25 08:34:00 INFO |  -> Pre-selected 32945 entries from 79169 ( 41.6135 % )
2018-06-25 08:34:02 INFO |  -> Selected 6833 entries ( 8.6309 % ). Overall 376040 ( 20.8911 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:02 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
2018-06-25 08:34:02 INFO |  -> Pre-selected 31239 entries from 75948 ( 41.1321 % )
2018-06-25 08:34:04 INFO |  -> Selected 6713 entries ( 8.83894 % ). Overall 380041 ( 21.1134 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:04 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
2018-06-25 08:34:04 INFO |  -> Pre-selected 32515 entries from 79660 ( 40.8172 % )
2018-06-25 08:34:06 INFO |  -> Selected 6624 entries ( 8.31534 % ). Overall 384042 ( 21.3357 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:06 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
2018-06-25 08:34:06 INFO |  -> Pre-selected 29258 entries from 66149 ( 44.2304 % )
2018-06-25 08:34:07 INFO |  -> Selected 6674 entries ( 10.0893 % ). Overall 388042 ( 21.5579 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:07 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
2018-06-25 08:34:07 INFO |  -> Pre-selected 32251 entries from 78072 ( 41.3093 % )
2018-06-25 08:34:09 INFO |  -> Selected 6926 entries ( 8.8713 % ). Overall 392042 ( 21.7801 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:09 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
2018-06-25 08:34:09 INFO |  -> Pre-selected 32607 entries from 79801 ( 40.8604 % )
2018-06-25 08:34:11 INFO |  -> Selected 6952 entries ( 8.71167 % ). Overall 396043 ( 22.0024 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:11 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
2018-06-25 08:34:11 INFO |  -> Pre-selected 15972 entries from 38966 ( 40.9896 % )
2018-06-25 08:34:12 INFO |  -> Selected 6718 entries ( 17.2407 % ). Overall 400044 ( 22.2247 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:12 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
2018-06-25 08:34:12 INFO |  -> Pre-selected 31740 entries from 77354 ( 41.0321 % )
2018-06-25 08:34:14 INFO |  -> Selected 6741 entries ( 8.71448 % ). Overall 404045 ( 22.4469 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:14 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
2018-06-25 08:34:14 INFO |  -> Pre-selected 34109 entries from 83679 ( 40.7617 % )
2018-06-25 08:34:15 INFO |  -> Selected 6775 entries ( 8.09642 % ). Overall 408046 ( 22.6692 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:15 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
2018-06-25 08:34:15 INFO |  -> Pre-selected 35333 entries from 86186 ( 40.9962 % )
2018-06-25 08:34:17 INFO |  -> Selected 6989 entries ( 8.10921 % ). Overall 412047 ( 22.8915 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:17 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
2018-06-25 08:34:17 INFO |  -> Pre-selected 30909 entries from 75398 ( 40.9945 % )
2018-06-25 08:34:19 INFO |  -> Selected 6856 entries ( 9.09308 % ). Overall 416047 ( 23.1137 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:19 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
2018-06-25 08:34:19 INFO |  -> Pre-selected 35079 entries from 82927 ( 42.3011 % )
2018-06-25 08:34:21 INFO |  -> Selected 6823 entries ( 8.22772 % ). Overall 420047 ( 23.3359 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:21 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
2018-06-25 08:34:21 INFO |  -> Pre-selected 33674 entries from 81120 ( 41.5113 % )
2018-06-25 08:34:23 INFO |  -> Selected 6777 entries ( 8.35429 % ). Overall 424047 ( 23.5582 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:23 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
2018-06-25 08:34:23 INFO |  -> Pre-selected 30927 entries from 73150 ( 42.2789 % )
2018-06-25 08:34:25 INFO |  -> Selected 6793 entries ( 9.2864 % ). Overall 428047 ( 23.7804 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:25 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
2018-06-25 08:34:25 INFO |  -> Pre-selected 33897 entries from 79946 ( 42.3999 % )
2018-06-25 08:34:26 INFO |  -> Selected 6698 entries ( 8.37816 % ). Overall 432048 ( 24.0027 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:26 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
2018-06-25 08:34:27 INFO |  -> Pre-selected 32679 entries from 78801 ( 41.4703 % )
2018-06-25 08:34:28 INFO |  -> Selected 6895 entries ( 8.74989 % ). Overall 436049 ( 24.2249 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:28 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
2018-06-25 08:34:28 INFO |  -> Pre-selected 33048 entries from 81498 ( 40.5507 % )
2018-06-25 08:34:30 INFO |  -> Selected 6845 entries ( 8.39898 % ). Overall 440049 ( 24.4472 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:30 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
2018-06-25 08:34:30 INFO |  -> Pre-selected 34566 entries from 80761 ( 42.8004 % )
2018-06-25 08:34:32 INFO |  -> Selected 6770 entries ( 8.38276 % ). Overall 444049 ( 24.6694 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:32 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
2018-06-25 08:34:32 INFO |  -> Pre-selected 32537 entries from 78934 ( 41.2205 % )
2018-06-25 08:34:34 INFO |  -> Selected 6728 entries ( 8.52358 % ). Overall 448049 ( 24.8916 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:34 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
2018-06-25 08:34:34 INFO |  -> Pre-selected 28548 entries from 68081 ( 41.9324 % )
2018-06-25 08:34:35 INFO |  -> Selected 6787 entries ( 9.96901 % ). Overall 452049 ( 25.1138 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:36 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
2018-06-25 08:34:36 INFO |  -> Pre-selected 32748 entries from 79829 ( 41.0227 % )
2018-06-25 08:34:37 INFO |  -> Selected 6755 entries ( 8.46184 % ). Overall 456050 ( 25.3361 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:37 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
2018-06-25 08:34:37 INFO |  -> Pre-selected 33882 entries from 80420 ( 42.1313 % )
2018-06-25 08:34:39 INFO |  -> Selected 6761 entries ( 8.40711 % ). Overall 460051 ( 25.5584 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:39 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
2018-06-25 08:34:39 INFO |  -> Pre-selected 32589 entries from 79080 ( 41.2102 % )
2018-06-25 08:34:41 INFO |  -> Selected 6896 entries ( 8.72028 % ). Overall 464051 ( 25.7806 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:41 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
2018-06-25 08:34:41 INFO |  -> Pre-selected 32588 entries from 78456 ( 41.5367 % )
2018-06-25 08:34:43 INFO |  -> Selected 6852 entries ( 8.73356 % ). Overall 468052 ( 26.0029 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:43 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
2018-06-25 08:34:43 INFO |  -> Pre-selected 33173 entries from 80523 ( 41.1969 % )
2018-06-25 08:34:45 INFO |  -> Selected 6833 entries ( 8.48577 % ). Overall 472053 ( 26.2252 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:45 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
2018-06-25 08:34:45 INFO |  -> Pre-selected 33341 entries from 81083 ( 41.1196 % )
2018-06-25 08:34:47 INFO |  -> Selected 6902 entries ( 8.51227 % ). Overall 476053 ( 26.4474 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:47 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
2018-06-25 08:34:47 INFO |  -> Pre-selected 7517 entries from 18395 ( 40.8644 % )
2018-06-25 08:34:47 INFO |  -> Selected 6838 entries ( 37.1731 % ). Overall 480051 ( 26.6695 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:47 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
2018-06-25 08:34:47 INFO |  -> Pre-selected 32780 entries from 80520 ( 40.7104 % )
2018-06-25 08:34:49 INFO |  -> Selected 6822 entries ( 8.47243 % ). Overall 484051 ( 26.8917 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:49 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
2018-06-25 08:34:49 INFO |  -> Pre-selected 33310 entries from 81580 ( 40.8311 % )
2018-06-25 08:34:51 INFO |  -> Selected 6860 entries ( 8.40892 % ). Overall 488052 ( 27.114 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:51 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
2018-06-25 08:34:51 INFO |  -> Pre-selected 8674 entries from 21022 ( 41.2615 % )
2018-06-25 08:34:51 INFO |  -> Selected 6905 entries ( 32.8465 % ). Overall 492052 ( 27.3362 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:51 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
2018-06-25 08:34:51 INFO |  -> Pre-selected 31493 entries from 74240 ( 42.4205 % )
2018-06-25 08:34:53 INFO |  -> Selected 6719 entries ( 9.05038 % ). Overall 496052 ( 27.5584 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:53 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
2018-06-25 08:34:53 INFO |  -> Pre-selected 32204 entries from 77190 ( 41.7204 % )
2018-06-25 08:34:55 INFO |  -> Selected 6862 entries ( 8.88975 % ). Overall 500052 ( 27.7807 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:55 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
2018-06-25 08:34:55 INFO |  -> Pre-selected 32264 entries from 77317 ( 41.7295 % )
2018-06-25 08:34:57 INFO |  -> Selected 6890 entries ( 8.91136 % ). Overall 504052 ( 28.0029 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:57 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
2018-06-25 08:34:57 INFO |  -> Pre-selected 31856 entries from 77311 ( 41.205 % )
2018-06-25 08:34:58 INFO |  -> Selected 6744 entries ( 8.72321 % ). Overall 508053 ( 28.2252 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:34:58 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
2018-06-25 08:34:59 INFO |  -> Pre-selected 32262 entries from 76929 ( 41.9374 % )
2018-06-25 08:35:00 INFO |  -> Selected 6774 entries ( 8.80552 % ). Overall 512053 ( 28.4474 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:00 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
2018-06-25 08:35:00 INFO |  -> Pre-selected 32989 entries from 76523 ( 43.1099 % )
2018-06-25 08:35:02 INFO |  -> Selected 6747 entries ( 8.81696 % ). Overall 516054 ( 28.6697 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:02 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
2018-06-25 08:35:02 INFO |  -> Pre-selected 32255 entries from 79167 ( 40.743 % )
2018-06-25 08:35:04 INFO |  -> Selected 6848 entries ( 8.65007 % ). Overall 520054 ( 28.8919 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:04 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
2018-06-25 08:35:04 INFO |  -> Pre-selected 33527 entries from 81027 ( 41.3776 % )
2018-06-25 08:35:06 INFO |  -> Selected 6822 entries ( 8.41942 % ). Overall 524055 ( 29.1142 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:06 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
2018-06-25 08:35:06 INFO |  -> Pre-selected 33324 entries from 80083 ( 41.6118 % )
2018-06-25 08:35:08 INFO |  -> Selected 6775 entries ( 8.45997 % ). Overall 528055 ( 29.3364 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:08 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
2018-06-25 08:35:08 INFO |  -> Pre-selected 32153 entries from 78360 ( 41.0324 % )
2018-06-25 08:35:09 INFO |  -> Selected 6798 entries ( 8.67534 % ). Overall 532055 ( 29.5586 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:09 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
2018-06-25 08:35:10 INFO |  -> Pre-selected 33263 entries from 81265 ( 40.9315 % )
2018-06-25 08:35:11 INFO |  -> Selected 6809 entries ( 8.37876 % ). Overall 536055 ( 29.7808 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:11 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
2018-06-25 08:35:11 INFO |  -> Pre-selected 33478 entries from 80411 ( 41.6336 % )
2018-06-25 08:35:13 INFO |  -> Selected 6772 entries ( 8.42173 % ). Overall 540056 ( 30.0031 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:13 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
2018-06-25 08:35:13 INFO |  -> Pre-selected 34078 entries from 82120 ( 41.4978 % )
2018-06-25 08:35:15 INFO |  -> Selected 6848 entries ( 8.33902 % ). Overall 544057 ( 30.2254 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:15 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
2018-06-25 08:35:15 INFO |  -> Pre-selected 32371 entries from 77638 ( 41.6948 % )
2018-06-25 08:35:17 INFO |  -> Selected 6647 entries ( 8.56153 % ). Overall 548057 ( 30.4476 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:17 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
2018-06-25 08:35:17 INFO |  -> Pre-selected 25905 entries from 58135 ( 44.5601 % )
2018-06-25 08:35:18 INFO |  -> Selected 6775 entries ( 11.6539 % ). Overall 552057 ( 30.6698 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:18 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
2018-06-25 08:35:18 INFO |  -> Pre-selected 25943 entries from 63787 ( 40.6713 % )
2018-06-25 08:35:20 INFO |  -> Selected 6771 entries ( 10.615 % ). Overall 556058 ( 30.8921 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:20 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
2018-06-25 08:35:20 INFO |  -> Pre-selected 32047 entries from 77925 ( 41.1254 % )
2018-06-25 08:35:22 INFO |  -> Selected 6843 entries ( 8.78152 % ). Overall 560058 ( 31.1143 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:22 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
2018-06-25 08:35:22 INFO |  -> Pre-selected 33126 entries from 80797 ( 40.999 % )
2018-06-25 08:35:24 INFO |  -> Selected 6820 entries ( 8.44091 % ). Overall 564059 ( 31.3366 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:24 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
2018-06-25 08:35:24 INFO |  -> Pre-selected 31694 entries from 75689 ( 41.874 % )
2018-06-25 08:35:25 INFO |  -> Selected 6772 entries ( 8.94714 % ). Overall 568059 ( 31.5588 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:25 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
2018-06-25 08:35:25 INFO |  -> Pre-selected 17866 entries from 43260 ( 41.2991 % )
2018-06-25 08:35:26 INFO |  -> Selected 6909 entries ( 15.9709 % ). Overall 572059 ( 31.7811 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:26 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
2018-06-25 08:35:26 INFO |  -> Pre-selected 33671 entries from 81283 ( 41.4244 % )
2018-06-25 08:35:28 INFO |  -> Selected 6800 entries ( 8.36583 % ). Overall 576059 ( 32.0033 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:28 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
2018-06-25 08:35:28 INFO |  -> Pre-selected 33125 entries from 79634 ( 41.5966 % )
2018-06-25 08:35:30 INFO |  -> Selected 6750 entries ( 8.47628 % ). Overall 580059 ( 32.2255 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:30 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
2018-06-25 08:35:30 INFO |  -> Pre-selected 34529 entries from 80699 ( 42.7874 % )
2018-06-25 08:35:32 INFO |  -> Selected 6743 entries ( 8.35574 % ). Overall 584059 ( 32.4477 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:32 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
2018-06-25 08:35:32 INFO |  -> Pre-selected 24450 entries from 59659 ( 40.9829 % )
2018-06-25 08:35:34 INFO |  -> Selected 6921 entries ( 11.6009 % ). Overall 588059 ( 32.6699 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:34 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
2018-06-25 08:35:34 INFO |  -> Pre-selected 33407 entries from 82214 ( 40.6342 % )
2018-06-25 08:35:35 INFO |  -> Selected 6841 entries ( 8.32097 % ). Overall 592060 ( 32.8922 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:35 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
2018-06-25 08:35:36 INFO |  -> Pre-selected 32453 entries from 77338 ( 41.9626 % )
2018-06-25 08:35:37 INFO |  -> Selected 6799 entries ( 8.79128 % ). Overall 596061 ( 33.1145 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:37 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
2018-06-25 08:35:37 INFO |  -> Pre-selected 30753 entries from 74169 ( 41.4634 % )
2018-06-25 08:35:39 INFO |  -> Selected 6838 entries ( 9.21949 % ). Overall 600061 ( 33.3367 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:39 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
2018-06-25 08:35:39 INFO |  -> Pre-selected 32903 entries from 80282 ( 40.9843 % )
2018-06-25 08:35:41 INFO |  -> Selected 6767 entries ( 8.42904 % ). Overall 604062 ( 33.559 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:41 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
2018-06-25 08:35:41 INFO |  -> Pre-selected 32429 entries from 78808 ( 41.1494 % )
2018-06-25 08:35:43 INFO |  -> Selected 6828 entries ( 8.6641 % ). Overall 608063 ( 33.7813 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:43 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
2018-06-25 08:35:43 INFO |  -> Pre-selected 32926 entries from 80352 ( 40.9772 % )
2018-06-25 08:35:44 INFO |  -> Selected 6815 entries ( 8.48143 % ). Overall 612064 ( 34.0036 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:44 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
2018-06-25 08:35:44 INFO |  -> Pre-selected 32868 entries from 80761 ( 40.6979 % )
2018-06-25 08:35:46 INFO |  -> Selected 6799 entries ( 8.41867 % ). Overall 616065 ( 34.2258 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:46 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
2018-06-25 08:35:46 INFO |  -> Pre-selected 31663 entries from 75179 ( 42.1168 % )
2018-06-25 08:35:48 INFO |  -> Selected 6752 entries ( 8.98123 % ). Overall 620066 ( 34.4481 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:48 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
2018-06-25 08:35:48 INFO |  -> Pre-selected 32423 entries from 77892 ( 41.6256 % )
2018-06-25 08:35:50 INFO |  -> Selected 6733 entries ( 8.64402 % ). Overall 624067 ( 34.6704 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:50 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
2018-06-25 08:35:50 INFO |  -> Pre-selected 32994 entries from 80035 ( 41.2245 % )
2018-06-25 08:35:52 INFO |  -> Selected 6754 entries ( 8.43881 % ). Overall 628067 ( 34.8926 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:52 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
2018-06-25 08:35:52 INFO |  -> Pre-selected 32585 entries from 79437 ( 41.0199 % )
2018-06-25 08:35:53 INFO |  -> Selected 6806 entries ( 8.5678 % ). Overall 632067 ( 35.1148 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:53 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
2018-06-25 08:35:54 INFO |  -> Pre-selected 32332 entries from 77479 ( 41.73 % )
2018-06-25 08:35:55 INFO |  -> Selected 6830 entries ( 8.81529 % ). Overall 636067 ( 35.3371 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:55 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
2018-06-25 08:35:55 INFO |  -> Pre-selected 29498 entries from 71171 ( 41.4467 % )
2018-06-25 08:35:57 INFO |  -> Selected 6899 entries ( 9.69355 % ). Overall 640068 ( 35.5593 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:57 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
2018-06-25 08:35:57 INFO |  -> Pre-selected 24819 entries from 60282 ( 41.1715 % )
2018-06-25 08:35:58 INFO |  -> Selected 6824 entries ( 11.3201 % ). Overall 644068 ( 35.7816 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:35:58 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
2018-06-25 08:35:58 INFO |  -> Pre-selected 29142 entries from 70964 ( 41.0659 % )
2018-06-25 08:36:00 INFO |  -> Selected 6851 entries ( 9.65419 % ). Overall 648068 ( 36.0038 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:00 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
2018-06-25 08:36:00 INFO |  -> Pre-selected 27601 entries from 61597 ( 44.809 % )
2018-06-25 08:36:02 INFO |  -> Selected 6614 entries ( 10.7375 % ). Overall 652068 ( 36.226 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:02 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
2018-06-25 08:36:02 INFO |  -> Pre-selected 32935 entries from 79314 ( 41.5248 % )
2018-06-25 08:36:03 INFO |  -> Selected 6748 entries ( 8.50796 % ). Overall 656068 ( 36.4482 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:03 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
2018-06-25 08:36:03 INFO |  -> Pre-selected 31579 entries from 76131 ( 41.4798 % )
2018-06-25 08:36:05 INFO |  -> Selected 6743 entries ( 8.8571 % ). Overall 660069 ( 36.6705 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:05 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
2018-06-25 08:36:05 INFO |  -> Pre-selected 7688 entries from 18752 ( 40.9983 % )
2018-06-25 08:36:06 INFO |  -> Selected 6910 entries ( 36.8494 % ). Overall 664068 ( 36.8927 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:06 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
2018-06-25 08:36:06 INFO |  -> Pre-selected 31169 entries from 76331 ( 40.834 % )
2018-06-25 08:36:07 INFO |  -> Selected 6833 entries ( 8.9518 % ). Overall 668068 ( 37.1149 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:07 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
2018-06-25 08:36:08 INFO |  -> Pre-selected 25122 entries from 60260 ( 41.6893 % )
2018-06-25 08:36:09 INFO |  -> Selected 6851 entries ( 11.3691 % ). Overall 672068 ( 37.3371 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:09 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
2018-06-25 08:36:09 INFO |  -> Pre-selected 33409 entries from 80834 ( 41.3304 % )
2018-06-25 08:36:11 INFO |  -> Selected 6754 entries ( 8.3554 % ). Overall 676069 ( 37.5594 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:11 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
2018-06-25 08:36:11 INFO |  -> Pre-selected 16616 entries from 40131 ( 41.4044 % )
2018-06-25 08:36:12 INFO |  -> Selected 6838 entries ( 17.0392 % ). Overall 680070 ( 37.7817 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:12 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
2018-06-25 08:36:12 INFO |  -> Pre-selected 32703 entries from 79722 ( 41.0213 % )
2018-06-25 08:36:13 INFO |  -> Selected 6678 entries ( 8.37661 % ). Overall 684071 ( 38.0039 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:13 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
2018-06-25 08:36:14 INFO |  -> Pre-selected 33851 entries from 82893 ( 40.837 % )
2018-06-25 08:36:15 INFO |  -> Selected 6758 entries ( 8.15268 % ). Overall 688071 ( 38.2262 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:15 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
2018-06-25 08:36:15 INFO |  -> Pre-selected 26583 entries from 65470 ( 40.6033 % )
2018-06-25 08:36:17 INFO |  -> Selected 6911 entries ( 10.556 % ). Overall 692072 ( 38.4484 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:17 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
2018-06-25 08:36:17 INFO |  -> Pre-selected 31232 entries from 75619 ( 41.3018 % )
2018-06-25 08:36:19 INFO |  -> Selected 6797 entries ( 8.98848 % ). Overall 696072 ( 38.6707 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:19 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
2018-06-25 08:36:19 INFO |  -> Pre-selected 33956 entries from 82604 ( 41.107 % )
2018-06-25 08:36:21 INFO |  -> Selected 6786 entries ( 8.2151 % ). Overall 700073 ( 38.8929 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:21 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
2018-06-25 08:36:21 INFO |  -> Pre-selected 15435 entries from 35332 ( 43.6856 % )
2018-06-25 08:36:22 INFO |  -> Selected 6619 entries ( 18.7337 % ). Overall 704074 ( 39.1152 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:22 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
2018-06-25 08:36:22 INFO |  -> Pre-selected 30749 entries from 71997 ( 42.7087 % )
2018-06-25 08:36:23 INFO |  -> Selected 6788 entries ( 9.42817 % ). Overall 708075 ( 39.3375 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:23 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
2018-06-25 08:36:23 INFO |  -> Pre-selected 31080 entries from 75651 ( 41.0834 % )
2018-06-25 08:36:25 INFO |  -> Selected 6782 entries ( 8.96485 % ). Overall 712076 ( 39.5598 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:25 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
2018-06-25 08:36:25 INFO |  -> Pre-selected 33109 entries from 81365 ( 40.6919 % )
2018-06-25 08:36:27 INFO |  -> Selected 6804 entries ( 8.36232 % ). Overall 716077 ( 39.7821 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:27 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
2018-06-25 08:36:27 INFO |  -> Pre-selected 32646 entries from 79127 ( 41.2577 % )
2018-06-25 08:36:29 INFO |  -> Selected 6885 entries ( 8.7012 % ). Overall 720077 ( 40.0043 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:29 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
2018-06-25 08:36:29 INFO |  -> Pre-selected 32719 entries from 79535 ( 41.1379 % )
2018-06-25 08:36:30 INFO |  -> Selected 6817 entries ( 8.57107 % ). Overall 724077 ( 40.2265 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:30 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
2018-06-25 08:36:30 INFO |  -> Pre-selected 30652 entries from 72826 ( 42.0894 % )
2018-06-25 08:36:32 INFO |  -> Selected 6802 entries ( 9.34007 % ). Overall 728078 ( 40.4488 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:32 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
2018-06-25 08:36:32 INFO |  -> Pre-selected 8294 entries from 20087 ( 41.2904 % )
2018-06-25 08:36:33 INFO |  -> Selected 6757 entries ( 33.6387 % ). Overall 732078 ( 40.671 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:33 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
2018-06-25 08:36:33 INFO |  -> Pre-selected 32687 entries from 79011 ( 41.3702 % )
2018-06-25 08:36:35 INFO |  -> Selected 6930 entries ( 8.77093 % ). Overall 736078 ( 40.8932 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:35 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
2018-06-25 08:36:35 INFO |  -> Pre-selected 31470 entries from 76064 ( 41.3731 % )
2018-06-25 08:36:36 INFO |  -> Selected 6861 entries ( 9.02004 % ). Overall 740078 ( 41.1154 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:36 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
2018-06-25 08:36:36 INFO |  -> Pre-selected 22630 entries from 50827 ( 44.5236 % )
2018-06-25 08:36:38 INFO |  -> Selected 6644 entries ( 13.0718 % ). Overall 744078 ( 41.3377 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:38 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
2018-06-25 08:36:38 INFO |  -> Pre-selected 32506 entries from 80209 ( 40.5266 % )
2018-06-25 08:36:39 INFO |  -> Selected 6831 entries ( 8.5165 % ). Overall 748078 ( 41.5599 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:39 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
2018-06-25 08:36:39 INFO |  -> Pre-selected 32923 entries from 80346 ( 40.9765 % )
2018-06-25 08:36:41 INFO |  -> Selected 6955 entries ( 8.65631 % ). Overall 752079 ( 41.7822 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:41 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
2018-06-25 08:36:41 INFO |  -> Pre-selected 31298 entries from 75682 ( 41.3546 % )
2018-06-25 08:36:43 INFO |  -> Selected 6867 entries ( 9.07349 % ). Overall 756080 ( 42.0044 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:43 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
2018-06-25 08:36:43 INFO |  -> Pre-selected 33196 entries from 80533 ( 41.2204 % )
2018-06-25 08:36:45 INFO |  -> Selected 6916 entries ( 8.58778 % ). Overall 760080 ( 42.2267 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:45 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
2018-06-25 08:36:45 INFO |  -> Pre-selected 32244 entries from 74259 ( 43.421 % )
2018-06-25 08:36:47 INFO |  -> Selected 6715 entries ( 9.04267 % ). Overall 764080 ( 42.4489 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:47 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
2018-06-25 08:36:47 INFO |  -> Pre-selected 33196 entries from 79736 ( 41.6324 % )
2018-06-25 08:36:48 INFO |  -> Selected 6810 entries ( 8.54068 % ). Overall 768080 ( 42.6711 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:48 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
2018-06-25 08:36:49 INFO |  -> Pre-selected 32452 entries from 78614 ( 41.2802 % )
2018-06-25 08:36:50 INFO |  -> Selected 6856 entries ( 8.72109 % ). Overall 772080 ( 42.8933 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:50 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
2018-06-25 08:36:50 INFO |  -> Pre-selected 33570 entries from 82721 ( 40.5822 % )
2018-06-25 08:36:52 INFO |  -> Selected 6875 entries ( 8.31107 % ). Overall 776081 ( 43.1156 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:52 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
2018-06-25 08:36:52 INFO |  -> Pre-selected 32927 entries from 80100 ( 41.1074 % )
2018-06-25 08:36:54 INFO |  -> Selected 6798 entries ( 8.48689 % ). Overall 780081 ( 43.3378 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:54 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
2018-06-25 08:36:54 INFO |  -> Pre-selected 31130 entries from 76281 ( 40.8096 % )
2018-06-25 08:36:56 INFO |  -> Selected 6849 entries ( 8.97864 % ). Overall 784082 ( 43.5601 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:56 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
2018-06-25 08:36:56 INFO |  -> Pre-selected 32207 entries from 78123 ( 41.226 % )
2018-06-25 08:36:58 INFO |  -> Selected 6897 entries ( 8.82839 % ). Overall 788083 ( 43.7824 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:58 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
2018-06-25 08:36:58 INFO |  -> Pre-selected 32035 entries from 78331 ( 40.897 % )
2018-06-25 08:36:59 INFO |  -> Selected 6898 entries ( 8.80622 % ). Overall 792083 ( 44.0046 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:36:59 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
2018-06-25 08:37:00 INFO |  -> Pre-selected 33932 entries from 82128 ( 41.316 % )
2018-06-25 08:37:01 INFO |  -> Selected 6761 entries ( 8.23227 % ). Overall 796083 ( 44.2268 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:01 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
2018-06-25 08:37:01 INFO |  -> Pre-selected 8268 entries from 19834 ( 41.686 % )
2018-06-25 08:37:02 INFO |  -> Selected 6717 entries ( 33.8661 % ). Overall 800082 ( 44.449 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:02 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
2018-06-25 08:37:02 INFO |  -> Pre-selected 27561 entries from 68093 ( 40.4755 % )
2018-06-25 08:37:03 INFO |  -> Selected 6896 entries ( 10.1273 % ). Overall 804082 ( 44.6712 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:03 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
2018-06-25 08:37:04 INFO |  -> Pre-selected 30202 entries from 73372 ( 41.1628 % )
2018-06-25 08:37:05 INFO |  -> Selected 6769 entries ( 9.22559 % ). Overall 808082 ( 44.8934 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:05 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
2018-06-25 08:37:05 INFO |  -> Pre-selected 34220 entries from 80996 ( 42.249 % )
2018-06-25 08:37:07 INFO |  -> Selected 6719 entries ( 8.29547 % ). Overall 812082 ( 45.1157 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:07 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
2018-06-25 08:37:07 INFO |  -> Pre-selected 32671 entries from 78394 ( 41.6754 % )
2018-06-25 08:37:09 INFO |  -> Selected 6887 entries ( 8.78511 % ). Overall 816083 ( 45.3379 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:09 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
2018-06-25 08:37:09 INFO |  -> Pre-selected 32887 entries from 79418 ( 41.41 % )
2018-06-25 08:37:11 INFO |  -> Selected 6775 entries ( 8.53081 % ). Overall 820083 ( 45.5602 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:11 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
2018-06-25 08:37:11 INFO |  -> Pre-selected 32240 entries from 77923 ( 41.3742 % )
2018-06-25 08:37:12 INFO |  -> Selected 6849 entries ( 8.78945 % ). Overall 824084 ( 45.7824 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:12 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
2018-06-25 08:37:13 INFO |  -> Pre-selected 31586 entries from 76358 ( 41.3657 % )
2018-06-25 08:37:14 INFO |  -> Selected 6752 entries ( 8.84256 % ). Overall 828085 ( 46.0047 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:14 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
2018-06-25 08:37:14 INFO |  -> Pre-selected 31515 entries from 74735 ( 42.169 % )
2018-06-25 08:37:16 INFO |  -> Selected 6781 entries ( 9.07339 % ). Overall 832085 ( 46.2269 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:16 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
2018-06-25 08:37:16 INFO |  -> Pre-selected 31754 entries from 75930 ( 41.8201 % )
2018-06-25 08:37:18 INFO |  -> Selected 6801 entries ( 8.95693 % ). Overall 836086 ( 46.4492 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:18 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
2018-06-25 08:37:18 INFO |  -> Pre-selected 27197 entries from 61590 ( 44.1581 % )
2018-06-25 08:37:19 INFO |  -> Selected 6717 entries ( 10.906 % ). Overall 840087 ( 46.6715 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:19 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
2018-06-25 08:37:19 INFO |  -> Pre-selected 8118 entries from 19728 ( 41.1496 % )
2018-06-25 08:37:20 INFO |  -> Selected 6806 entries ( 34.4992 % ). Overall 844085 ( 46.8936 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:20 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
2018-06-25 08:37:20 INFO |  -> Pre-selected 30862 entries from 74769 ( 41.2765 % )
2018-06-25 08:37:22 INFO |  -> Selected 6863 entries ( 9.17894 % ). Overall 848085 ( 47.1158 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:22 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
2018-06-25 08:37:22 INFO |  -> Pre-selected 33095 entries from 80150 ( 41.2913 % )
2018-06-25 08:37:23 INFO |  -> Selected 6855 entries ( 8.55271 % ). Overall 852086 ( 47.3381 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:23 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
2018-06-25 08:37:23 INFO |  -> Pre-selected 24904 entries from 59493 ( 41.8604 % )
2018-06-25 08:37:25 INFO |  -> Selected 6750 entries ( 11.3459 % ). Overall 856087 ( 47.5604 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:25 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
2018-06-25 08:37:25 INFO |  -> Pre-selected 32808 entries from 79484 ( 41.2762 % )
2018-06-25 08:37:27 INFO |  -> Selected 6818 entries ( 8.57783 % ). Overall 860088 ( 47.7827 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:27 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
2018-06-25 08:37:27 INFO |  -> Pre-selected 33978 entries from 82228 ( 41.3217 % )
2018-06-25 08:37:29 INFO |  -> Selected 6871 entries ( 8.35603 % ). Overall 864088 ( 48.0049 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:29 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
2018-06-25 08:37:29 INFO |  -> Pre-selected 33114 entries from 81278 ( 40.7417 % )
2018-06-25 08:37:30 INFO |  -> Selected 6861 entries ( 8.4414 % ). Overall 868089 ( 48.2272 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:30 INFO | Using training 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
2018-06-25 08:37:30 INFO |  -> Pre-selected 32150 entries from 77803 ( 41.3223 % )
2018-06-25 08:37:32 INFO |  -> Selected 6850 entries ( 8.80429 % ). Overall 872089 ( 48.4494 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:32 INFO | Using training 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
2018-06-25 08:37:32 INFO |  -> Pre-selected 33437 entries from 80988 ( 41.2864 % )
2018-06-25 08:37:34 INFO |  -> Selected 6635 entries ( 8.19257 % ). Overall 876089 ( 48.6716 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:34 INFO | Using training 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
2018-06-25 08:37:34 INFO |  -> Pre-selected 16172 entries from 38177 ( 42.3606 % )
2018-06-25 08:37:35 INFO |  -> Selected 6875 entries ( 18.0082 % ). Overall 880089 ( 48.8938 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:35 INFO | Using training 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
2018-06-25 08:37:35 INFO |  -> Pre-selected 31409 entries from 76806 ( 40.8939 % )
2018-06-25 08:37:37 INFO |  -> Selected 6869 entries ( 8.94331 % ). Overall 884090 ( 49.1161 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:37 INFO | Using training 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
2018-06-25 08:37:37 INFO |  -> Pre-selected 31620 entries from 77379 ( 40.8638 % )
2018-06-25 08:37:39 INFO |  -> Selected 6876 entries ( 8.88613 % ). Overall 888091 ( 49.3384 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:39 INFO | Using training 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
2018-06-25 08:37:39 INFO |  -> Pre-selected 35088 entries from 83076 ( 42.236 % )
2018-06-25 08:37:41 INFO |  -> Selected 6822 entries ( 8.21176 % ). Overall 892091 ( 49.5606 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:41 INFO | Using training 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
2018-06-25 08:37:41 INFO |  -> Pre-selected 32654 entries from 79735 ( 40.9532 % )
2018-06-25 08:37:43 INFO |  -> Selected 6768 entries ( 8.48812 % ). Overall 896092 ( 49.7829 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:43 INFO | Using training 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
2018-06-25 08:37:43 INFO |  -> Pre-selected 32050 entries from 78007 ( 41.0861 % )
2018-06-25 08:37:44 INFO |  -> Selected 6842 entries ( 8.77101 % ). Overall 900093 ( 50.0052 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:44 INFO | Using training 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
2018-06-25 08:37:44 INFO |  -> Pre-selected 31944 entries from 76787 ( 41.6008 % )
2018-06-25 08:37:46 INFO |  -> Selected 6927 entries ( 9.02106 % ). Overall 904094 ( 50.2274 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:46 INFO | Using training 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
2018-06-25 08:37:46 INFO |  -> Pre-selected 31574 entries from 76241 ( 41.4134 % )
2018-06-25 08:37:48 INFO |  -> Selected 6814 entries ( 8.93745 % ). Overall 908095 ( 50.4497 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:48 INFO | Using training 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
2018-06-25 08:37:48 INFO |  -> Pre-selected 33540 entries from 82180 ( 40.8128 % )
2018-06-25 08:37:50 INFO |  -> Selected 6893 entries ( 8.38769 % ). Overall 912096 ( 50.672 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:50 INFO | Using training 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
2018-06-25 08:37:50 INFO |  -> Pre-selected 32386 entries from 78874 ( 41.0604 % )
2018-06-25 08:37:52 INFO |  -> Selected 6616 entries ( 8.38806 % ). Overall 916097 ( 50.8943 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:52 INFO | Using training 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
2018-06-25 08:37:52 INFO |  -> Pre-selected 31944 entries from 78132 ( 40.8847 % )
2018-06-25 08:37:54 INFO |  -> Selected 6911 entries ( 8.84529 % ). Overall 920098 ( 51.1166 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:54 INFO | Using training 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
2018-06-25 08:37:54 INFO |  -> Pre-selected 16142 entries from 39712 ( 40.6477 % )
2018-06-25 08:37:55 INFO |  -> Selected 6882 entries ( 17.3298 % ). Overall 924099 ( 51.3388 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:55 INFO | Using training 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
2018-06-25 08:37:55 INFO |  -> Pre-selected 31880 entries from 76925 ( 41.443 % )
2018-06-25 08:37:57 INFO |  -> Selected 6892 entries ( 8.95938 % ). Overall 928100 ( 51.5611 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:57 INFO | Using training 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
2018-06-25 08:37:57 INFO |  -> Pre-selected 26300 entries from 65121 ( 40.3864 % )
2018-06-25 08:37:58 INFO |  -> Selected 6795 entries ( 10.4344 % ). Overall 932101 ( 51.7834 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:37:58 INFO | Using training 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
2018-06-25 08:37:58 INFO |  -> Pre-selected 33002 entries from 79703 ( 41.4062 % )
2018-06-25 08:38:00 INFO |  -> Selected 6789 entries ( 8.51787 % ). Overall 936101 ( 52.0056 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:00 INFO | Using training 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
2018-06-25 08:38:00 INFO |  -> Pre-selected 32196 entries from 78441 ( 41.0449 % )
2018-06-25 08:38:02 INFO |  -> Selected 6873 entries ( 8.762 % ). Overall 940102 ( 52.2279 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:02 INFO | Using training 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
2018-06-25 08:38:02 INFO |  -> Pre-selected 31057 entries from 71674 ( 43.3309 % )
2018-06-25 08:38:04 INFO |  -> Selected 6719 entries ( 9.37439 % ). Overall 944103 ( 52.4502 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:04 INFO | Using training 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
2018-06-25 08:38:04 INFO |  -> Pre-selected 32462 entries from 78898 ( 41.1443 % )
2018-06-25 08:38:06 INFO |  -> Selected 6988 entries ( 8.85701 % ). Overall 948103 ( 52.6724 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:06 INFO | Using training 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
2018-06-25 08:38:06 INFO |  -> Pre-selected 32911 entries from 78936 ( 41.6933 % )
2018-06-25 08:38:07 INFO |  -> Selected 6727 entries ( 8.52209 % ). Overall 952103 ( 52.8946 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:07 INFO | Using training 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
2018-06-25 08:38:08 INFO |  -> Pre-selected 32092 entries from 77364 ( 41.4818 % )
2018-06-25 08:38:09 INFO |  -> Selected 6824 entries ( 8.82064 % ). Overall 956103 ( 53.1168 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:09 INFO | Using training 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
2018-06-25 08:38:09 INFO |  -> Pre-selected 33935 entries from 82051 ( 41.3584 % )
2018-06-25 08:38:11 INFO |  -> Selected 6841 entries ( 8.3375 % ). Overall 960103 ( 53.3391 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:11 INFO | Using training 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
2018-06-25 08:38:11 INFO |  -> Pre-selected 33723 entries from 81262 ( 41.4991 % )
2018-06-25 08:38:13 INFO |  -> Selected 6906 entries ( 8.49844 % ). Overall 964104 ( 53.5613 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:13 INFO | Using training 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
2018-06-25 08:38:13 INFO |  -> Pre-selected 32302 entries from 78086 ( 41.3672 % )
2018-06-25 08:38:15 INFO |  -> Selected 6714 entries ( 8.59821 % ). Overall 968105 ( 53.7836 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:15 INFO | Using training 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
2018-06-25 08:38:15 INFO |  -> Pre-selected 6409 entries from 14016 ( 45.7263 % )
2018-06-25 08:38:15 INFO |  -> Selected 6390 entries ( 45.5908 % ). Overall 971994 ( 53.9997 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:15 INFO | Using training 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
2018-06-25 08:38:15 INFO |  -> Pre-selected 33620 entries from 79689 ( 42.189 % )
2018-06-25 08:38:17 INFO |  -> Selected 6772 entries ( 8.49804 % ). Overall 975994 ( 54.2219 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:17 INFO | Using training 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
2018-06-25 08:38:17 INFO |  -> Pre-selected 32600 entries from 76573 ( 42.5738 % )
2018-06-25 08:38:19 INFO |  -> Selected 6908 entries ( 9.02146 % ). Overall 979994 ( 54.4441 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:19 INFO | Using training 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
2018-06-25 08:38:19 INFO |  -> Pre-selected 32094 entries from 78258 ( 41.0105 % )
2018-06-25 08:38:21 INFO |  -> Selected 6957 entries ( 8.88983 % ). Overall 983994 ( 54.6663 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:21 INFO | Using training 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
2018-06-25 08:38:21 INFO |  -> Pre-selected 31833 entries from 78440 ( 40.5826 % )
2018-06-25 08:38:23 INFO |  -> Selected 6879 entries ( 8.76976 % ). Overall 987995 ( 54.8886 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:23 INFO | Using training 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
2018-06-25 08:38:23 INFO |  -> Pre-selected 28448 entries from 64613 ( 44.0283 % )
2018-06-25 08:38:24 INFO |  -> Selected 6712 entries ( 10.388 % ). Overall 991995 ( 55.1108 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:24 INFO | Using training 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
2018-06-25 08:38:24 INFO |  -> Pre-selected 32722 entries from 79963 ( 40.9214 % )
2018-06-25 08:38:26 INFO |  -> Selected 7025 entries ( 8.78531 % ). Overall 995996 ( 55.3331 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:26 INFO | Using training 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
2018-06-25 08:38:26 INFO |  -> Pre-selected 33202 entries from 79596 ( 41.7132 % )
2018-06-25 08:38:28 INFO |  -> Selected 6730 entries ( 8.4552 % ). Overall 999996 ( 55.5553 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:28 INFO | Using training 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
2018-06-25 08:38:28 INFO |  -> Pre-selected 31437 entries from 75579 ( 41.5949 % )
2018-06-25 08:38:29 INFO |  -> Selected 6808 entries ( 9.00779 % ). Overall 1003996 ( 55.7776 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:29 INFO | Using training 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
2018-06-25 08:38:30 INFO |  -> Pre-selected 33972 entries from 79374 ( 42.7999 % )
2018-06-25 08:38:31 INFO |  -> Selected 6838 entries ( 8.61491 % ). Overall 1007997 ( 55.9998 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:31 INFO | Using training 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
2018-06-25 08:38:31 INFO |  -> Pre-selected 32619 entries from 79761 ( 40.8959 % )
2018-06-25 08:38:33 INFO |  -> Selected 6868 entries ( 8.61072 % ). Overall 1011998 ( 56.2221 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:33 INFO | Using training 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
2018-06-25 08:38:33 INFO |  -> Pre-selected 32327 entries from 78531 ( 41.1646 % )
2018-06-25 08:38:35 INFO |  -> Selected 6793 entries ( 8.65009 % ). Overall 1015999 ( 56.4444 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:35 INFO | Using training 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
2018-06-25 08:38:35 INFO |  -> Pre-selected 32990 entries from 80064 ( 41.2045 % )
2018-06-25 08:38:37 INFO |  -> Selected 6860 entries ( 8.56815 % ). Overall 1020000 ( 56.6667 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:37 INFO | Using training 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
2018-06-25 08:38:37 INFO |  -> Pre-selected 32245 entries from 78281 ( 41.1913 % )
2018-06-25 08:38:39 INFO |  -> Selected 6830 entries ( 8.72498 % ). Overall 1024001 ( 56.8889 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:39 INFO | Using training 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
2018-06-25 08:38:39 INFO |  -> Pre-selected 31703 entries from 75651 ( 41.9069 % )
2018-06-25 08:38:40 INFO |  -> Selected 6738 entries ( 8.90669 % ). Overall 1028001 ( 57.1112 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:40 INFO | Using training 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
2018-06-25 08:38:40 INFO |  -> Pre-selected 32976 entries from 81736 ( 40.3445 % )
2018-06-25 08:38:42 INFO |  -> Selected 6987 entries ( 8.54825 % ). Overall 1032002 ( 57.3334 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:42 INFO | Using training 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
2018-06-25 08:38:42 INFO |  -> Pre-selected 34148 entries from 82897 ( 41.1933 % )
2018-06-25 08:38:44 INFO |  -> Selected 6940 entries ( 8.37183 % ). Overall 1036002 ( 57.5557 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:44 INFO | Using training 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
2018-06-25 08:38:44 INFO |  -> Pre-selected 33572 entries from 81417 ( 41.2346 % )
2018-06-25 08:38:46 INFO |  -> Selected 6830 entries ( 8.38891 % ). Overall 1040002 ( 57.7779 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:46 INFO | Using training 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
2018-06-25 08:38:46 INFO |  -> Pre-selected 32671 entries from 77240 ( 42.298 % )
2018-06-25 08:38:48 INFO |  -> Selected 6631 entries ( 8.58493 % ). Overall 1044002 ( 58.0001 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:48 INFO | Using training 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
2018-06-25 08:38:48 INFO |  -> Pre-selected 32508 entries from 79696 ( 40.79 % )
2018-06-25 08:38:50 INFO |  -> Selected 6675 entries ( 8.37558 % ). Overall 1048002 ( 58.2223 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:50 INFO | Using training 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
2018-06-25 08:38:50 INFO |  -> Pre-selected 34324 entries from 83093 ( 41.3079 % )
2018-06-25 08:38:51 INFO |  -> Selected 6843 entries ( 8.23535 % ). Overall 1052002 ( 58.4446 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:51 INFO | Using training 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
2018-06-25 08:38:52 INFO |  -> Pre-selected 34966 entries from 83479 ( 41.886 % )
2018-06-25 08:38:53 INFO |  -> Selected 6727 entries ( 8.05831 % ). Overall 1056002 ( 58.6668 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:53 INFO | Using training 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
2018-06-25 08:38:53 INFO |  -> Pre-selected 33043 entries from 81316 ( 40.6353 % )
2018-06-25 08:38:55 INFO |  -> Selected 6841 entries ( 8.41286 % ). Overall 1060003 ( 58.8891 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:55 INFO | Using training 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
2018-06-25 08:38:55 INFO |  -> Pre-selected 31810 entries from 76488 ( 41.5882 % )
2018-06-25 08:38:57 INFO |  -> Selected 6742 entries ( 8.81445 % ). Overall 1064003 ( 59.1113 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:57 INFO | Using training 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
2018-06-25 08:38:57 INFO |  -> Pre-selected 32120 entries from 78855 ( 40.733 % )
2018-06-25 08:38:59 INFO |  -> Selected 6906 entries ( 8.75785 % ). Overall 1068003 ( 59.3335 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:38:59 INFO | Using training 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
2018-06-25 08:38:59 INFO |  -> Pre-selected 34916 entries from 82694 ( 42.2231 % )
2018-06-25 08:39:01 INFO |  -> Selected 6754 entries ( 8.16746 % ). Overall 1072003 ( 59.5557 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:01 INFO | Using training 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
2018-06-25 08:39:01 INFO |  -> Pre-selected 34249 entries from 81214 ( 42.1713 % )
2018-06-25 08:39:03 INFO |  -> Selected 6662 entries ( 8.20302 % ). Overall 1076004 ( 59.778 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:03 INFO | Using training 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
2018-06-25 08:39:03 INFO |  -> Pre-selected 32901 entries from 77786 ( 42.2968 % )
2018-06-25 08:39:04 INFO |  -> Selected 6670 entries ( 8.57481 % ). Overall 1080005 ( 60.0003 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:04 INFO | Using training 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
2018-06-25 08:39:04 INFO |  -> Pre-selected 32729 entries from 74754 ( 43.7823 % )
2018-06-25 08:39:06 INFO |  -> Selected 6603 entries ( 8.83297 % ). Overall 1084005 ( 60.2225 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:06 INFO | Using training 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
2018-06-25 08:39:06 INFO |  -> Pre-selected 33772 entries from 78964 ( 42.7689 % )
2018-06-25 08:39:08 INFO |  -> Selected 6753 entries ( 8.552 % ). Overall 1088006 ( 60.4448 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:08 INFO | Using training 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
2018-06-25 08:39:08 INFO |  -> Pre-selected 32551 entries from 79983 ( 40.6974 % )
2018-06-25 08:39:10 INFO |  -> Selected 6816 entries ( 8.52181 % ). Overall 1092006 ( 60.667 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:10 INFO | Using training 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
2018-06-25 08:39:10 INFO |  -> Pre-selected 32054 entries from 78184 ( 40.9982 % )
2018-06-25 08:39:12 INFO |  -> Selected 6739 entries ( 8.61941 % ). Overall 1096007 ( 60.8893 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:12 INFO | Using training 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
2018-06-25 08:39:12 INFO |  -> Pre-selected 25209 entries from 56448 ( 44.6588 % )
2018-06-25 08:39:13 INFO |  -> Selected 6777 entries ( 12.0057 % ). Overall 1100007 ( 61.1115 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:13 INFO | Using training 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
2018-06-25 08:39:13 INFO |  -> Pre-selected 31406 entries from 74452 ( 42.1829 % )
2018-06-25 08:39:15 INFO |  -> Selected 6822 entries ( 9.16295 % ). Overall 1104007 ( 61.3337 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:15 INFO | Using training 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
2018-06-25 08:39:15 INFO |  -> Pre-selected 34053 entries from 79836 ( 42.6537 % )
2018-06-25 08:39:17 INFO |  -> Selected 6722 entries ( 8.41976 % ). Overall 1108007 ( 61.5559 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:17 INFO | Using training 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
2018-06-25 08:39:17 INFO |  -> Pre-selected 31052 entries from 73850 ( 42.0474 % )
2018-06-25 08:39:18 INFO |  -> Selected 6742 entries ( 9.12932 % ). Overall 1112008 ( 61.7782 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:18 INFO | Using training 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
2018-06-25 08:39:18 INFO |  -> Pre-selected 31549 entries from 76498 ( 41.2416 % )
2018-06-25 08:39:20 INFO |  -> Selected 6838 entries ( 8.9388 % ). Overall 1116008 ( 62.0004 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:20 INFO | Using training 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
2018-06-25 08:39:20 INFO |  -> Pre-selected 33881 entries from 81087 ( 41.7835 % )
2018-06-25 08:39:22 INFO |  -> Selected 6739 entries ( 8.31083 % ). Overall 1120009 ( 62.2227 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:22 INFO | Using training 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
2018-06-25 08:39:22 INFO |  -> Pre-selected 32343 entries from 78099 ( 41.4128 % )
2018-06-25 08:39:24 INFO |  -> Selected 6928 entries ( 8.87079 % ). Overall 1124010 ( 62.445 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:24 INFO | Using training 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
2018-06-25 08:39:24 INFO |  -> Pre-selected 32853 entries from 79376 ( 41.3891 % )
2018-06-25 08:39:26 INFO |  -> Selected 6779 entries ( 8.54036 % ). Overall 1128010 ( 62.6672 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:26 INFO | Using training 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
2018-06-25 08:39:26 INFO |  -> Pre-selected 31636 entries from 76030 ( 41.6099 % )
2018-06-25 08:39:27 INFO |  -> Selected 6789 entries ( 8.92937 % ). Overall 1132010 ( 62.8894 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:27 INFO | Using training 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
2018-06-25 08:39:27 INFO |  -> Pre-selected 32933 entries from 79716 ( 41.3129 % )
2018-06-25 08:39:29 INFO |  -> Selected 6907 entries ( 8.66451 % ). Overall 1136009 ( 63.1116 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:29 INFO | Using training 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
2018-06-25 08:39:29 INFO |  -> Pre-selected 32983 entries from 80374 ( 41.0369 % )
2018-06-25 08:39:31 INFO |  -> Selected 6815 entries ( 8.47911 % ). Overall 1140010 ( 63.3339 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:31 INFO | Using training 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
2018-06-25 08:39:31 INFO |  -> Pre-selected 31742 entries from 77152 ( 41.1422 % )
2018-06-25 08:39:33 INFO |  -> Selected 6858 entries ( 8.88895 % ). Overall 1144011 ( 63.5562 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:33 INFO | Using training 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
2018-06-25 08:39:33 INFO |  -> Pre-selected 33024 entries from 80242 ( 41.1555 % )
2018-06-25 08:39:35 INFO |  -> Selected 6775 entries ( 8.44321 % ). Overall 1148011 ( 63.7784 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:35 INFO | Using training 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
2018-06-25 08:39:35 INFO |  -> Pre-selected 33345 entries from 81534 ( 40.897 % )
2018-06-25 08:39:36 INFO |  -> Selected 6852 entries ( 8.40386 % ). Overall 1152012 ( 64.0007 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:36 INFO | Using training 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
2018-06-25 08:39:37 INFO |  -> Pre-selected 30493 entries from 73128 ( 41.6981 % )
2018-06-25 08:39:38 INFO |  -> Selected 6694 entries ( 9.15381 % ). Overall 1156013 ( 64.2229 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:38 INFO | Using training 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
2018-06-25 08:39:38 INFO |  -> Pre-selected 31764 entries from 77330 ( 41.0759 % )
2018-06-25 08:39:40 INFO |  -> Selected 7029 entries ( 9.08962 % ). Overall 1160014 ( 64.4452 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:40 INFO | Using training 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
2018-06-25 08:39:40 INFO |  -> Pre-selected 7721 entries from 18399 ( 41.9642 % )
2018-06-25 08:39:41 INFO |  -> Selected 6740 entries ( 36.6324 % ). Overall 1164014 ( 64.6674 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:41 INFO | Using training 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
2018-06-25 08:39:41 INFO |  -> Pre-selected 31993 entries from 77707 ( 41.1713 % )
2018-06-25 08:39:42 INFO |  -> Selected 6837 entries ( 8.79844 % ). Overall 1168014 ( 64.8897 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:42 INFO | Using training 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
2018-06-25 08:39:42 INFO |  -> Pre-selected 31952 entries from 77866 ( 41.0346 % )
2018-06-25 08:39:44 INFO |  -> Selected 6830 entries ( 8.77148 % ). Overall 1172015 ( 65.1119 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:44 INFO | Using training 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
2018-06-25 08:39:44 INFO |  -> Pre-selected 16373 entries from 39976 ( 40.9571 % )
2018-06-25 08:39:45 INFO |  -> Selected 6816 entries ( 17.0502 % ). Overall 1176015 ( 65.3342 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:45 INFO | Using training 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
2018-06-25 08:39:45 INFO |  -> Pre-selected 32185 entries from 77130 ( 41.7283 % )
2018-06-25 08:39:47 INFO |  -> Selected 6802 entries ( 8.81888 % ). Overall 1180016 ( 65.5564 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:47 INFO | Using training 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
2018-06-25 08:39:47 INFO |  -> Pre-selected 31774 entries from 76337 ( 41.6233 % )
2018-06-25 08:39:49 INFO |  -> Selected 6840 entries ( 8.96027 % ). Overall 1184016 ( 65.7787 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:49 INFO | Using training 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
2018-06-25 08:39:49 INFO |  -> Pre-selected 32280 entries from 77988 ( 41.391 % )
2018-06-25 08:39:50 INFO |  -> Selected 6626 entries ( 8.49618 % ). Overall 1188016 ( 66.0009 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:50 INFO | Using training 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
2018-06-25 08:39:51 INFO |  -> Pre-selected 32740 entries from 79986 ( 40.9322 % )
2018-06-25 08:39:52 INFO |  -> Selected 6825 entries ( 8.53274 % ). Overall 1192016 ( 66.2231 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:52 INFO | Using training 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
2018-06-25 08:39:52 INFO |  -> Pre-selected 31643 entries from 76740 ( 41.234 % )
2018-06-25 08:39:54 INFO |  -> Selected 6856 entries ( 8.93406 % ). Overall 1196016 ( 66.4453 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:54 INFO | Using training 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
2018-06-25 08:39:54 INFO |  -> Pre-selected 31279 entries from 75661 ( 41.341 % )
2018-06-25 08:39:56 INFO |  -> Selected 6823 entries ( 9.01786 % ). Overall 1200016 ( 66.6676 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:56 INFO | Using training 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
2018-06-25 08:39:56 INFO |  -> Pre-selected 31479 entries from 75836 ( 41.5093 % )
2018-06-25 08:39:58 INFO |  -> Selected 6669 entries ( 8.79398 % ). Overall 1204016 ( 66.8898 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:58 INFO | Using training 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
2018-06-25 08:39:58 INFO |  -> Pre-selected 33393 entries from 81209 ( 41.1198 % )
2018-06-25 08:39:59 INFO |  -> Selected 6712 entries ( 8.26509 % ). Overall 1208017 ( 67.1121 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:39:59 INFO | Using training 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
2018-06-25 08:40:00 INFO |  -> Pre-selected 31560 entries from 75964 ( 41.546 % )
2018-06-25 08:40:01 INFO |  -> Selected 6698 entries ( 8.81733 % ). Overall 1212018 ( 67.3343 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:01 INFO | Using training 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
2018-06-25 08:40:01 INFO |  -> Pre-selected 34813 entries from 80766 ( 43.1035 % )
2018-06-25 08:40:03 INFO |  -> Selected 6697 entries ( 8.29186 % ). Overall 1216018 ( 67.5566 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:03 INFO | Using training 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
2018-06-25 08:40:03 INFO |  -> Pre-selected 6755 entries from 14840 ( 45.5189 % )
2018-06-25 08:40:04 INFO |  -> Selected 6535 entries ( 44.0364 % ). Overall 1220016 ( 67.7787 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:04 INFO | Using training 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
2018-06-25 08:40:04 INFO |  -> Pre-selected 8073 entries from 19885 ( 40.5984 % )
2018-06-25 08:40:04 INFO |  -> Selected 6852 entries ( 34.4581 % ). Overall 1224016 ( 68.0009 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:04 INFO | Using training 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
2018-06-25 08:40:04 INFO |  -> Pre-selected 30955 entries from 74787 ( 41.3909 % )
2018-06-25 08:40:06 INFO |  -> Selected 6859 entries ( 9.17138 % ). Overall 1228016 ( 68.2231 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:06 INFO | Using training 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
2018-06-25 08:40:06 INFO |  -> Pre-selected 25584 entries from 61267 ( 41.7582 % )
2018-06-25 08:40:07 INFO |  -> Selected 6905 entries ( 11.2703 % ). Overall 1232017 ( 68.4454 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:07 INFO | Using training 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
2018-06-25 08:40:07 INFO |  -> Pre-selected 31917 entries from 77643 ( 41.1074 % )
2018-06-25 08:40:09 INFO |  -> Selected 6874 entries ( 8.85334 % ). Overall 1236018 ( 68.6677 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:09 INFO | Using training 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
2018-06-25 08:40:09 INFO |  -> Pre-selected 35736 entries from 85166 ( 41.9604 % )
2018-06-25 08:40:11 INFO |  -> Selected 6804 entries ( 7.9891 % ). Overall 1240019 ( 68.8899 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:11 INFO | Using training 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
2018-06-25 08:40:11 INFO |  -> Pre-selected 31956 entries from 77448 ( 41.2612 % )
2018-06-25 08:40:13 INFO |  -> Selected 6752 entries ( 8.71811 % ). Overall 1244019 ( 69.1122 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:13 INFO | Using training 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
2018-06-25 08:40:13 INFO |  -> Pre-selected 33251 entries from 76962 ( 43.2044 % )
2018-06-25 08:40:15 INFO |  -> Selected 6898 entries ( 8.96286 % ). Overall 1248019 ( 69.3344 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:15 INFO | Using training 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
2018-06-25 08:40:15 INFO |  -> Pre-selected 32349 entries from 78752 ( 41.0771 % )
2018-06-25 08:40:16 INFO |  -> Selected 6876 entries ( 8.73121 % ). Overall 1252020 ( 69.5567 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:16 INFO | Using training 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
2018-06-25 08:40:17 INFO |  -> Pre-selected 31160 entries from 76622 ( 40.6672 % )
2018-06-25 08:40:18 INFO |  -> Selected 6881 entries ( 8.98045 % ). Overall 1256020 ( 69.7789 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:18 INFO | Using training 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
2018-06-25 08:40:18 INFO |  -> Pre-selected 21648 entries from 48423 ( 44.706 % )
2018-06-25 08:40:19 INFO |  -> Selected 6754 entries ( 13.9479 % ). Overall 1260021 ( 70.0012 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:19 INFO | Using training 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
2018-06-25 08:40:20 INFO |  -> Pre-selected 32923 entries from 79275 ( 41.5301 % )
2018-06-25 08:40:21 INFO |  -> Selected 6749 entries ( 8.5134 % ). Overall 1264021 ( 70.2234 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:21 INFO | Using training 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
2018-06-25 08:40:21 INFO |  -> Pre-selected 32782 entries from 79534 ( 41.2176 % )
2018-06-25 08:40:23 INFO |  -> Selected 6791 entries ( 8.53849 % ). Overall 1268021 ( 70.4456 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:23 INFO | Using training 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
2018-06-25 08:40:23 INFO |  -> Pre-selected 32512 entries from 79798 ( 40.7429 % )
2018-06-25 08:40:25 INFO |  -> Selected 6915 entries ( 8.66563 % ). Overall 1272022 ( 70.6679 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:25 INFO | Using training 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
2018-06-25 08:40:25 INFO |  -> Pre-selected 33479 entries from 81961 ( 40.8475 % )
2018-06-25 08:40:27 INFO |  -> Selected 6869 entries ( 8.38082 % ). Overall 1276022 ( 70.8901 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:27 INFO | Using training 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
2018-06-25 08:40:27 INFO |  -> Pre-selected 25588 entries from 63200 ( 40.4873 % )
2018-06-25 08:40:28 INFO |  -> Selected 6905 entries ( 10.9256 % ). Overall 1280022 ( 71.1123 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:28 INFO | Using training 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
2018-06-25 08:40:28 INFO |  -> Pre-selected 34201 entries from 83900 ( 40.764 % )
2018-06-25 08:40:30 INFO |  -> Selected 6852 entries ( 8.16687 % ). Overall 1284022 ( 71.3346 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:30 INFO | Using training 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
2018-06-25 08:40:30 INFO |  -> Pre-selected 28536 entries from 63886 ( 44.6671 % )
2018-06-25 08:40:32 INFO |  -> Selected 6561 entries ( 10.2699 % ). Overall 1288022 ( 71.5568 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:32 INFO | Using training 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
2018-06-25 08:40:32 INFO |  -> Pre-selected 29306 entries from 71349 ( 41.0742 % )
2018-06-25 08:40:33 INFO |  -> Selected 6895 entries ( 9.66377 % ). Overall 1292022 ( 71.779 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:33 INFO | Using training 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
2018-06-25 08:40:34 INFO |  -> Pre-selected 32030 entries from 78180 ( 40.9696 % )
2018-06-25 08:40:35 INFO |  -> Selected 6991 entries ( 8.94218 % ). Overall 1296023 ( 72.0013 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:35 INFO | Using training 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
2018-06-25 08:40:35 INFO |  -> Pre-selected 33154 entries from 80988 ( 40.9369 % )
2018-06-25 08:40:37 INFO |  -> Selected 6822 entries ( 8.42347 % ). Overall 1300023 ( 72.2235 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:37 INFO | Using training 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
2018-06-25 08:40:37 INFO |  -> Pre-selected 34639 entries from 84710 ( 40.8913 % )
2018-06-25 08:40:39 INFO |  -> Selected 6799 entries ( 8.02621 % ). Overall 1304023 ( 72.4457 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:39 INFO | Using training 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
2018-06-25 08:40:39 INFO |  -> Pre-selected 28171 entries from 63535 ( 44.3393 % )
2018-06-25 08:40:41 INFO |  -> Selected 6706 entries ( 10.5548 % ). Overall 1308023 ( 72.6679 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:41 INFO | Using training 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
2018-06-25 08:40:41 INFO |  -> Pre-selected 23742 entries from 56719 ( 41.859 % )
2018-06-25 08:40:42 INFO |  -> Selected 6854 entries ( 12.0841 % ). Overall 1312024 ( 72.8902 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:42 INFO | Using training 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
2018-06-25 08:40:42 INFO |  -> Pre-selected 34182 entries from 83090 ( 41.1385 % )
2018-06-25 08:40:44 INFO |  -> Selected 6771 entries ( 8.149 % ). Overall 1316024 ( 73.1124 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:44 INFO | Using training 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
2018-06-25 08:40:44 INFO |  -> Pre-selected 33318 entries from 81275 ( 40.9942 % )
2018-06-25 08:40:46 INFO |  -> Selected 6799 entries ( 8.36543 % ). Overall 1320025 ( 73.3347 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:46 INFO | Using training 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
2018-06-25 08:40:46 INFO |  -> Pre-selected 32584 entries from 80700 ( 40.3767 % )
2018-06-25 08:40:48 INFO |  -> Selected 6758 entries ( 8.37423 % ). Overall 1324025 ( 73.5569 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:48 INFO | Using training 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
2018-06-25 08:40:48 INFO |  -> Pre-selected 7857 entries from 19485 ( 40.3233 % )
2018-06-25 08:40:48 INFO |  -> Selected 6713 entries ( 34.4521 % ). Overall 1328024 ( 73.7791 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:48 INFO | Using training 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
2018-06-25 08:40:48 INFO |  -> Pre-selected 32443 entries from 79629 ( 40.7427 % )
2018-06-25 08:40:50 INFO |  -> Selected 6820 entries ( 8.56472 % ). Overall 1332025 ( 74.0014 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:50 INFO | Using training 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
2018-06-25 08:40:50 INFO |  -> Pre-selected 32141 entries from 77161 ( 41.6545 % )
2018-06-25 08:40:52 INFO |  -> Selected 6883 entries ( 8.92031 % ). Overall 1336026 ( 74.2237 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:52 INFO | Using training 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
2018-06-25 08:40:52 INFO |  -> Pre-selected 33309 entries from 82000 ( 40.6207 % )
2018-06-25 08:40:54 INFO |  -> Selected 6833 entries ( 8.33293 % ). Overall 1340026 ( 74.4459 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:54 INFO | Using training 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
2018-06-25 08:40:54 INFO |  -> Pre-selected 30430 entries from 73637 ( 41.3243 % )
2018-06-25 08:40:56 INFO |  -> Selected 6773 entries ( 9.19782 % ). Overall 1344027 ( 74.6682 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:56 INFO | Using training 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
2018-06-25 08:40:56 INFO |  -> Pre-selected 32118 entries from 77663 ( 41.3556 % )
2018-06-25 08:40:57 INFO |  -> Selected 6781 entries ( 8.73131 % ). Overall 1348028 ( 74.8904 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:57 INFO | Using training 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
2018-06-25 08:40:57 INFO |  -> Pre-selected 32780 entries from 79532 ( 41.2161 % )
2018-06-25 08:40:59 INFO |  -> Selected 6858 entries ( 8.62294 % ). Overall 1352028 ( 75.1127 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:40:59 INFO | Using training 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
2018-06-25 08:40:59 INFO |  -> Pre-selected 30004 entries from 71854 ( 41.7569 % )
2018-06-25 08:41:01 INFO |  -> Selected 6868 entries ( 9.55827 % ). Overall 1356029 ( 75.3349 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:01 INFO | Using training 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
2018-06-25 08:41:01 INFO |  -> Pre-selected 30184 entries from 71104 ( 42.4505 % )
2018-06-25 08:41:02 INFO |  -> Selected 6810 entries ( 9.57752 % ). Overall 1360030 ( 75.5572 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:02 INFO | Using training 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
2018-06-25 08:41:03 INFO |  -> Pre-selected 33333 entries from 80439 ( 41.4389 % )
2018-06-25 08:41:04 INFO |  -> Selected 6762 entries ( 8.40637 % ). Overall 1364030 ( 75.7794 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:04 INFO | Using training 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
2018-06-25 08:41:04 INFO |  -> Pre-selected 32242 entries from 78946 ( 40.8406 % )
2018-06-25 08:41:06 INFO |  -> Selected 6805 entries ( 8.61982 % ). Overall 1368031 ( 76.0017 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:06 INFO | Using training 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
2018-06-25 08:41:06 INFO |  -> Pre-selected 32222 entries from 78289 ( 41.1578 % )
2018-06-25 08:41:08 INFO |  -> Selected 6899 entries ( 8.81222 % ). Overall 1372032 ( 76.224 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:08 INFO | Using training 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
2018-06-25 08:41:08 INFO |  -> Pre-selected 32516 entries from 79316 ( 40.9955 % )
2018-06-25 08:41:10 INFO |  -> Selected 6779 entries ( 8.54683 % ). Overall 1376032 ( 76.4462 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:10 INFO | Using training 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
2018-06-25 08:41:10 INFO |  -> Pre-selected 31391 entries from 75382 ( 41.6426 % )
2018-06-25 08:41:11 INFO |  -> Selected 6722 entries ( 8.91725 % ). Overall 1380032 ( 76.6684 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:11 INFO | Using training 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
2018-06-25 08:41:12 INFO |  -> Pre-selected 33177 entries from 81278 ( 40.8192 % )
2018-06-25 08:41:13 INFO |  -> Selected 6884 entries ( 8.4697 % ). Overall 1384033 ( 76.8907 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:13 INFO | Using training 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
2018-06-25 08:41:13 INFO |  -> Pre-selected 32334 entries from 77998 ( 41.4549 % )
2018-06-25 08:41:15 INFO |  -> Selected 6804 entries ( 8.7233 % ). Overall 1388034 ( 77.113 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:15 INFO | Using training 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
2018-06-25 08:41:15 INFO |  -> Pre-selected 27429 entries from 61736 ( 44.4295 % )
2018-06-25 08:41:17 INFO |  -> Selected 6661 entries ( 10.7895 % ). Overall 1392034 ( 77.3352 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:17 INFO | Using training 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
2018-06-25 08:41:17 INFO |  -> Pre-selected 32347 entries from 77987 ( 41.4774 % )
2018-06-25 08:41:19 INFO |  -> Selected 6848 entries ( 8.78095 % ). Overall 1396034 ( 77.5574 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:19 INFO | Using training 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
2018-06-25 08:41:19 INFO |  -> Pre-selected 31375 entries from 73533 ( 42.6679 % )
2018-06-25 08:41:20 INFO |  -> Selected 6760 entries ( 9.19315 % ). Overall 1400035 ( 77.7797 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:20 INFO | Using training 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
2018-06-25 08:41:20 INFO |  -> Pre-selected 31141 entries from 73917 ( 42.1297 % )
2018-06-25 08:41:22 INFO |  -> Selected 6686 entries ( 9.04528 % ). Overall 1404035 ( 78.0019 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:22 INFO | Using training 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
2018-06-25 08:41:22 INFO |  -> Pre-selected 34119 entries from 80730 ( 42.2631 % )
2018-06-25 08:41:24 INFO |  -> Selected 6665 entries ( 8.25591 % ). Overall 1408035 ( 78.2242 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:24 INFO | Using training file (353/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:24 INFO |  -> Pre-selected 31581 entries from 76225 ( 41.4313 % )
2018-06-25 08:41:26 INFO |  -> Selected 6798 entries ( 8.91833 % ). Overall 1412036 ( 78.4464 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:26 INFO | Using training file (354/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:26 INFO |  -> Pre-selected 7128 entries from 15766 ( 45.2112 % )
2018-06-25 08:41:26 INFO |  -> Selected 6650 entries ( 42.1794 % ). Overall 1416036 ( 78.6687 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:26 INFO | Using training file (355/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:26 INFO |  -> Pre-selected 28608 entries from 69533 ( 41.1431 % )
2018-06-25 08:41:28 INFO |  -> Selected 6874 entries ( 9.88595 % ). Overall 1420036 ( 78.8909 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:28 INFO | Using training file (356/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:28 INFO |  -> Pre-selected 24515 entries from 59683 ( 41.0753 % )
2018-06-25 08:41:29 INFO |  -> Selected 6832 entries ( 11.4471 % ). Overall 1424037 ( 79.1132 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:29 INFO | Using training file (357/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000073.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:29 INFO |  -> Pre-selected 31136 entries from 74522 ( 41.781 % )
2018-06-25 08:41:31 INFO |  -> Selected 6633 entries ( 8.90073 % ). Overall 1428037 ( 79.3354 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:31 INFO | Using training file (358/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000075.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:31 INFO |  -> Pre-selected 32719 entries from 80037 ( 40.8798 % )
2018-06-25 08:41:33 INFO |  -> Selected 6838 entries ( 8.54355 % ). Overall 1432038 ( 79.5577 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:33 INFO | Using training file (359/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:33 INFO |  -> Pre-selected 32420 entries from 77163 ( 42.015 % )
2018-06-25 08:41:35 INFO |  -> Selected 6868 entries ( 8.90064 % ). Overall 1436038 ( 79.7799 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:35 INFO | Using training file (360/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:35 INFO |  -> Pre-selected 32577 entries from 78747 ( 41.3692 % )
2018-06-25 08:41:37 INFO |  -> Selected 6778 entries ( 8.60731 % ). Overall 1440039 ( 80.0022 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:37 INFO | Using training file (361/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:37 INFO |  -> Pre-selected 29430 entries from 70442 ( 41.7791 % )
2018-06-25 08:41:38 INFO |  -> Selected 6765 entries ( 9.60365 % ). Overall 1444040 ( 80.2244 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:38 INFO | Using training file (362/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:38 INFO |  -> Pre-selected 31638 entries from 77223 ( 40.9697 % )
2018-06-25 08:41:40 INFO |  -> Selected 6919 entries ( 8.95977 % ). Overall 1448040 ( 80.4467 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:40 INFO | Using training file (363/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:40 INFO |  -> Pre-selected 25572 entries from 61283 ( 41.7277 % )
2018-06-25 08:41:41 INFO |  -> Selected 6845 entries ( 11.1695 % ). Overall 1452040 ( 80.6689 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:41 INFO | Using training file (364/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:41 INFO |  -> Pre-selected 27011 entries from 60416 ( 44.7084 % )
2018-06-25 08:41:43 INFO |  -> Selected 6683 entries ( 11.0616 % ). Overall 1456040 ( 80.8911 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:43 INFO | Using training file (365/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:43 INFO |  -> Pre-selected 17484 entries from 42372 ( 41.2631 % )
2018-06-25 08:41:44 INFO |  -> Selected 6934 entries ( 16.3646 % ). Overall 1460040 ( 81.1133 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:44 INFO | Using training file (366/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:44 INFO |  -> Pre-selected 32928 entries from 80336 ( 40.9879 % )
2018-06-25 08:41:46 INFO |  -> Selected 6702 entries ( 8.34246 % ). Overall 1464040 ( 81.3356 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:46 INFO | Using training file (367/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:46 INFO |  -> Pre-selected 19614 entries from 47632 ( 41.1782 % )
2018-06-25 08:41:47 INFO |  -> Selected 6872 entries ( 14.4273 % ). Overall 1468040 ( 81.5578 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:47 INFO | Using training file (368/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000026.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:47 INFO |  -> Pre-selected 34077 entries from 82257 ( 41.4275 % )
2018-06-25 08:41:49 INFO |  -> Selected 6832 entries ( 8.30568 % ). Overall 1472041 ( 81.7801 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:49 INFO | Using training file (369/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:49 INFO |  -> Pre-selected 30268 entries from 71933 ( 42.078 % )
2018-06-25 08:41:51 INFO |  -> Selected 6789 entries ( 9.43795 % ). Overall 1476041 ( 82.0023 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:51 INFO | Using training file (370/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:51 INFO |  -> Pre-selected 32053 entries from 76898 ( 41.6825 % )
2018-06-25 08:41:52 INFO |  -> Selected 6811 entries ( 8.85719 % ). Overall 1480041 ( 82.2245 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:52 INFO | Using training file (371/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:53 INFO |  -> Pre-selected 32642 entries from 79543 ( 41.0369 % )
2018-06-25 08:41:54 INFO |  -> Selected 6838 entries ( 8.59661 % ). Overall 1484042 ( 82.4468 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:54 INFO | Using training file (372/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:54 INFO |  -> Pre-selected 32698 entries from 75582 ( 43.2616 % )
2018-06-25 08:41:56 INFO |  -> Selected 6782 entries ( 8.97304 % ). Overall 1488043 ( 82.6691 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:56 INFO | Using training file (373/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:56 INFO |  -> Pre-selected 32715 entries from 79132 ( 41.3423 % )
2018-06-25 08:41:58 INFO |  -> Selected 6773 entries ( 8.55912 % ). Overall 1492044 ( 82.8913 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:58 INFO | Using training file (374/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:58 INFO |  -> Pre-selected 8413 entries from 20745 ( 40.5544 % )
2018-06-25 08:41:59 INFO |  -> Selected 6813 entries ( 32.8416 % ). Overall 1496036 ( 83.1131 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:41:59 INFO | Using training file (375/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:41:59 INFO |  -> Pre-selected 32040 entries from 79232 ( 40.4382 % )
2018-06-25 08:42:00 INFO |  -> Selected 6952 entries ( 8.77423 % ). Overall 1500036 ( 83.3353 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:00 INFO | Using training file (376/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:00 INFO |  -> Pre-selected 31929 entries from 76360 ( 41.8138 % )
2018-06-25 08:42:02 INFO |  -> Selected 6743 entries ( 8.83054 % ). Overall 1504037 ( 83.5576 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:02 INFO | Using training file (377/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:02 INFO |  -> Pre-selected 32142 entries from 76433 ( 42.0525 % )
2018-06-25 08:42:04 INFO |  -> Selected 6813 entries ( 8.91369 % ). Overall 1508037 ( 83.7798 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:04 INFO | Using training file (378/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:04 INFO |  -> Pre-selected 33286 entries from 80597 ( 41.2993 % )
2018-06-25 08:42:06 INFO |  -> Selected 6787 entries ( 8.42091 % ). Overall 1512037 ( 84.0021 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:06 INFO | Using training file (379/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:06 INFO |  -> Pre-selected 20986 entries from 51379 ( 40.8455 % )
2018-06-25 08:42:07 INFO |  -> Selected 6858 entries ( 13.3479 % ). Overall 1516038 ( 84.2243 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:07 INFO | Using training file (380/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:07 INFO |  -> Pre-selected 27084 entries from 61108 ( 44.3215 % )
2018-06-25 08:42:09 INFO |  -> Selected 6641 entries ( 10.8676 % ). Overall 1520039 ( 84.4466 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:09 INFO | Using training file (381/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:09 INFO |  -> Pre-selected 32682 entries from 78982 ( 41.379 % )
2018-06-25 08:42:11 INFO |  -> Selected 6783 entries ( 8.58803 % ). Overall 1524039 ( 84.6688 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:11 INFO | Using training file (382/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:11 INFO |  -> Pre-selected 13843 entries from 31474 ( 43.9823 % )
2018-06-25 08:42:11 INFO |  -> Selected 6661 entries ( 21.1635 % ). Overall 1528039 ( 84.8911 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:11 INFO | Using training file (383/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:12 INFO |  -> Pre-selected 29558 entries from 71890 ( 41.1156 % )
2018-06-25 08:42:13 INFO |  -> Selected 6643 entries ( 9.24051 % ). Overall 1532040 ( 85.1133 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:13 INFO | Using training file (384/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:13 INFO |  -> Pre-selected 31086 entries from 75034 ( 41.4292 % )
2018-06-25 08:42:15 INFO |  -> Selected 6679 entries ( 8.9013 % ). Overall 1536041 ( 85.3356 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:15 INFO | Using training file (385/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:15 INFO |  -> Pre-selected 31592 entries from 76196 ( 41.4615 % )
2018-06-25 08:42:17 INFO |  -> Selected 6767 entries ( 8.88104 % ). Overall 1540042 ( 85.5579 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:17 INFO | Using training file (386/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:17 INFO |  -> Pre-selected 26223 entries from 58307 ( 44.974 % )
2018-06-25 08:42:18 INFO |  -> Selected 6762 entries ( 11.5972 % ). Overall 1544042 ( 85.7801 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:18 INFO | Using training file (387/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:18 INFO |  -> Pre-selected 35226 entries from 82669 ( 42.6109 % )
2018-06-25 08:42:20 INFO |  -> Selected 6763 entries ( 8.18082 % ). Overall 1548042 ( 86.0023 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:20 INFO | Using training file (388/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:20 INFO |  -> Pre-selected 32344 entries from 77566 ( 41.6987 % )
2018-06-25 08:42:22 INFO |  -> Selected 6703 entries ( 8.64167 % ). Overall 1552042 ( 86.2246 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:22 INFO | Using training file (389/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:22 INFO |  -> Pre-selected 32431 entries from 74643 ( 43.4481 % )
2018-06-25 08:42:23 INFO |  -> Selected 6747 entries ( 9.03903 % ). Overall 1556043 ( 86.4468 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:24 INFO | Using training file (390/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:24 INFO |  -> Pre-selected 31599 entries from 77451 ( 40.7987 % )
2018-06-25 08:42:25 INFO |  -> Selected 6855 entries ( 8.85076 % ). Overall 1560044 ( 86.6691 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:25 INFO | Using training file (391/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:25 INFO |  -> Pre-selected 8841 entries from 21614 ( 40.904 % )
2018-06-25 08:42:26 INFO |  -> Selected 6770 entries ( 31.3223 % ). Overall 1564045 ( 86.8914 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:26 INFO | Using training file (392/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:26 INFO |  -> Pre-selected 31621 entries from 76916 ( 41.1111 % )
2018-06-25 08:42:28 INFO |  -> Selected 6788 entries ( 8.82521 % ). Overall 1568046 ( 87.1137 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:28 INFO | Using training file (393/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:28 INFO |  -> Pre-selected 32735 entries from 79244 ( 41.3091 % )
2018-06-25 08:42:30 INFO |  -> Selected 6717 entries ( 8.47635 % ). Overall 1572047 ( 87.3359 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:30 INFO | Using training file (394/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:30 INFO |  -> Pre-selected 33757 entries from 81728 ( 41.3041 % )
2018-06-25 08:42:31 INFO |  -> Selected 6872 entries ( 8.40838 % ). Overall 1576048 ( 87.5582 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:31 INFO | Using training file (395/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000032.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:31 INFO |  -> Pre-selected 32345 entries from 78031 ( 41.4515 % )
2018-06-25 08:42:33 INFO |  -> Selected 6840 entries ( 8.76575 % ). Overall 1580048 ( 87.7804 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:33 INFO | Using training file (396/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:33 INFO |  -> Pre-selected 34699 entries from 81599 ( 42.5238 % )
2018-06-25 08:42:35 INFO |  -> Selected 6717 entries ( 8.23172 % ). Overall 1584048 ( 88.0027 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:35 INFO | Using training file (397/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:35 INFO |  -> Pre-selected 33124 entries from 80035 ( 41.3869 % )
2018-06-25 08:42:37 INFO |  -> Selected 6771 entries ( 8.46005 % ). Overall 1588048 ( 88.2249 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:37 INFO | Using training file (398/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:37 INFO |  -> Pre-selected 32030 entries from 77233 ( 41.4719 % )
2018-06-25 08:42:39 INFO |  -> Selected 6842 entries ( 8.85891 % ). Overall 1592049 ( 88.4472 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:39 INFO | Using training file (399/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:39 INFO |  -> Pre-selected 32594 entries from 79800 ( 40.8446 % )
2018-06-25 08:42:41 INFO |  -> Selected 6803 entries ( 8.52506 % ). Overall 1596049 ( 88.6694 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:41 INFO | Using training file (400/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:41 INFO |  -> Pre-selected 33303 entries from 81555 ( 40.835 % )
2018-06-25 08:42:43 INFO |  -> Selected 6758 entries ( 8.28643 % ). Overall 1600049 ( 88.8916 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:43 INFO | Using training file (401/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:43 INFO |  -> Pre-selected 31753 entries from 76859 ( 41.3133 % )
2018-06-25 08:42:44 INFO |  -> Selected 6664 entries ( 8.67042 % ). Overall 1604049 ( 89.1138 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:44 INFO | Using training file (402/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:44 INFO |  -> Pre-selected 32275 entries from 78931 ( 40.8901 % )
2018-06-25 08:42:46 INFO |  -> Selected 6875 entries ( 8.71014 % ). Overall 1608050 ( 89.3361 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:46 INFO | Using training file (403/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:46 INFO |  -> Pre-selected 21653 entries from 53209 ( 40.6942 % )
2018-06-25 08:42:47 INFO |  -> Selected 6830 entries ( 12.8362 % ). Overall 1612050 ( 89.5583 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:47 INFO | Using training file (404/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000072.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:48 INFO |  -> Pre-selected 32153 entries from 78096 ( 41.1711 % )
2018-06-25 08:42:49 INFO |  -> Selected 6765 entries ( 8.66242 % ). Overall 1616050 ( 89.7806 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:49 INFO | Using training file (405/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102404/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:49 INFO |  -> Pre-selected 32106 entries from 77810 ( 41.262 % )
2018-06-25 08:42:51 INFO |  -> Selected 6777 entries ( 8.70968 % ). Overall 1620050 ( 90.0028 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:51 INFO | Using training file (406/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:51 INFO |  -> Pre-selected 33655 entries from 82597 ( 40.746 % )
2018-06-25 08:42:53 INFO |  -> Selected 6988 entries ( 8.46036 % ). Overall 1624050 ( 90.225 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:53 INFO | Using training file (407/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:53 INFO |  -> Pre-selected 34275 entries from 81125 ( 42.2496 % )
2018-06-25 08:42:55 INFO |  -> Selected 6752 entries ( 8.32296 % ). Overall 1628051 ( 90.4473 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:55 INFO | Using training file (408/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:55 INFO |  -> Pre-selected 32034 entries from 77988 ( 41.0756 % )
2018-06-25 08:42:57 INFO |  -> Selected 6840 entries ( 8.77058 % ). Overall 1632052 ( 90.6696 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:57 INFO | Using training file (409/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:57 INFO |  -> Pre-selected 33383 entries from 81749 ( 40.836 % )
2018-06-25 08:42:58 INFO |  -> Selected 7054 entries ( 8.62885 % ). Overall 1636052 ( 90.8918 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:42:58 INFO | Using training file (410/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:42:58 INFO |  -> Pre-selected 30882 entries from 74477 ( 41.4652 % )
2018-06-25 08:43:00 INFO |  -> Selected 6879 entries ( 9.23641 % ). Overall 1640052 ( 91.114 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:00 INFO | Using training file (411/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:00 INFO |  -> Pre-selected 31011 entries from 75846 ( 40.8868 % )
2018-06-25 08:43:02 INFO |  -> Selected 6981 entries ( 9.20418 % ). Overall 1644052 ( 91.3362 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:02 INFO | Using training file (412/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:02 INFO |  -> Pre-selected 32152 entries from 77907 ( 41.2697 % )
2018-06-25 08:43:04 INFO |  -> Selected 6951 entries ( 8.92218 % ). Overall 1648052 ( 91.5584 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:04 INFO | Using training file (413/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:04 INFO |  -> Pre-selected 32341 entries from 79826 ( 40.5144 % )
2018-06-25 08:43:06 INFO |  -> Selected 6907 entries ( 8.65257 % ). Overall 1652052 ( 91.7807 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:06 INFO | Using training file (414/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:06 INFO |  -> Pre-selected 32078 entries from 77485 ( 41.399 % )
2018-06-25 08:43:07 INFO |  -> Selected 6842 entries ( 8.8301 % ). Overall 1656052 ( 92.0029 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:07 INFO | Using training file (415/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:07 INFO |  -> Pre-selected 33781 entries from 82094 ( 41.1492 % )
2018-06-25 08:43:09 INFO |  -> Selected 6819 entries ( 8.30633 % ). Overall 1660052 ( 92.2251 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:09 INFO | Using training file (416/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13102202/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:09 INFO |  -> Pre-selected 32092 entries from 76835 ( 41.7674 % )
2018-06-25 08:43:11 INFO |  -> Selected 6697 entries ( 8.71608 % ). Overall 1664052 ( 92.4473 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:11 INFO | Using training file (417/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:11 INFO |  -> Pre-selected 32174 entries from 76428 ( 42.0971 % )
2018-06-25 08:43:13 INFO |  -> Selected 6843 entries ( 8.95352 % ). Overall 1668053 ( 92.6696 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:13 INFO | Using training file (418/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000059.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:13 INFO |  -> Pre-selected 32613 entries from 78581 ( 41.5024 % )
2018-06-25 08:43:15 INFO |  -> Selected 6774 entries ( 8.6204 % ). Overall 1672054 ( 92.8919 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:15 INFO | Using training file (419/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:15 INFO |  -> Pre-selected 31688 entries from 77001 ( 41.1527 % )
2018-06-25 08:43:17 INFO |  -> Selected 6908 entries ( 8.97131 % ). Overall 1676054 ( 93.1141 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:17 INFO | Using training file (420/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:17 INFO |  -> Pre-selected 31463 entries from 75692 ( 41.5671 % )
2018-06-25 08:43:18 INFO |  -> Selected 6776 entries ( 8.95207 % ). Overall 1680054 ( 93.3363 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:18 INFO | Using training file (421/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:19 INFO |  -> Pre-selected 31379 entries from 75976 ( 41.3012 % )
2018-06-25 08:43:20 INFO |  -> Selected 6764 entries ( 8.90281 % ). Overall 1684054 ( 93.5586 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:20 INFO | Using training file (422/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000058.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:20 INFO |  -> Pre-selected 32707 entries from 79890 ( 40.94 % )
2018-06-25 08:43:22 INFO |  -> Selected 6941 entries ( 8.6882 % ). Overall 1688054 ( 93.7808 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:22 INFO | Using training file (423/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:22 INFO |  -> Pre-selected 31867 entries from 76573 ( 41.6165 % )
2018-06-25 08:43:24 INFO |  -> Selected 6684 entries ( 8.72893 % ). Overall 1692054 ( 94.003 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:24 INFO | Using training file (424/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:24 INFO |  -> Pre-selected 34099 entries from 82037 ( 41.5654 % )
2018-06-25 08:43:26 INFO |  -> Selected 6983 entries ( 8.51201 % ). Overall 1696054 ( 94.2252 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:26 INFO | Using training file (425/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000019.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:26 INFO |  -> Pre-selected 32518 entries from 78563 ( 41.391 % )
2018-06-25 08:43:28 INFO |  -> Selected 6686 entries ( 8.51037 % ). Overall 1700054 ( 94.4474 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:28 INFO | Using training file (426/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:28 INFO |  -> Pre-selected 32305 entries from 78301 ( 41.2575 % )
2018-06-25 08:43:29 INFO |  -> Selected 6894 entries ( 8.80449 % ). Overall 1704054 ( 94.6697 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:29 INFO | Using training file (427/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:30 INFO |  -> Pre-selected 32579 entries from 78960 ( 41.2601 % )
2018-06-25 08:43:31 INFO |  -> Selected 6868 entries ( 8.69807 % ). Overall 1708055 ( 94.8919 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:31 INFO | Using training file (428/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:31 INFO |  -> Pre-selected 25324 entries from 58191 ( 43.5188 % )
2018-06-25 08:43:33 INFO |  -> Selected 6669 entries ( 11.4605 % ). Overall 1712056 ( 95.1142 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:33 INFO | Using training file (429/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:33 INFO |  -> Pre-selected 34938 entries from 82458 ( 42.3707 % )
2018-06-25 08:43:35 INFO |  -> Selected 6841 entries ( 8.29634 % ). Overall 1716056 ( 95.3364 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:35 INFO | Using training file (430/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:35 INFO |  -> Pre-selected 27483 entries from 61883 ( 44.4112 % )
2018-06-25 08:43:36 INFO |  -> Selected 6782 entries ( 10.9594 % ). Overall 1720057 ( 95.5587 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:36 INFO | Using training file (431/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:36 INFO |  -> Pre-selected 33026 entries from 77851 ( 42.4221 % )
2018-06-25 08:43:38 INFO |  -> Selected 6851 entries ( 8.80014 % ). Overall 1724058 ( 95.781 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:38 INFO | Using training file (432/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000016.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:38 INFO |  -> Pre-selected 31857 entries from 77116 ( 41.3105 % )
2018-06-25 08:43:40 INFO |  -> Selected 6840 entries ( 8.86975 % ). Overall 1728058 ( 96.0032 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:40 INFO | Using training file (433/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:40 INFO |  -> Pre-selected 32815 entries from 80705 ( 40.6604 % )
2018-06-25 08:43:42 INFO |  -> Selected 6769 entries ( 8.38734 % ). Overall 1732059 ( 96.2255 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:42 INFO | Using training file (434/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000045.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:42 INFO |  -> Pre-selected 33206 entries from 80189 ( 41.4097 % )
2018-06-25 08:43:43 INFO |  -> Selected 6754 entries ( 8.4226 % ). Overall 1736060 ( 96.4478 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:43 INFO | Using training file (435/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:44 INFO |  -> Pre-selected 24490 entries from 59451 ( 41.1936 % )
2018-06-25 08:43:45 INFO |  -> Selected 6754 entries ( 11.3606 % ). Overall 1740060 ( 96.67 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:45 INFO | Using training file (436/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:45 INFO |  -> Pre-selected 32090 entries from 78173 ( 41.05 % )
2018-06-25 08:43:47 INFO |  -> Selected 6872 entries ( 8.79076 % ). Overall 1744061 ( 96.8923 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:47 INFO | Using training file (437/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/18112001/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:47 INFO |  -> Pre-selected 31532 entries from 76402 ( 41.2712 % )
2018-06-25 08:43:48 INFO |  -> Selected 6851 entries ( 8.96704 % ). Overall 1748061 ( 97.1145 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:48 INFO | Using training file (438/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:49 INFO |  -> Pre-selected 32749 entries from 79267 ( 41.3148 % )
2018-06-25 08:43:50 INFO |  -> Selected 6767 entries ( 8.53697 % ). Overall 1752061 ( 97.3367 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:50 INFO | Using training file (439/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:50 INFO |  -> Pre-selected 32495 entries from 74183 ( 43.8038 % )
2018-06-25 08:43:52 INFO |  -> Selected 6826 entries ( 9.20157 % ). Overall 1756061 ( 97.5589 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:52 INFO | Using training file (440/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:52 INFO |  -> Pre-selected 32764 entries from 79664 ( 41.1277 % )
2018-06-25 08:43:54 INFO |  -> Selected 6814 entries ( 8.55342 % ). Overall 1760061 ( 97.7812 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:54 INFO | Using training file (441/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13112001/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:54 INFO |  -> Pre-selected 7494 entries from 18053 ( 41.5111 % )
2018-06-25 08:43:55 INFO |  -> Selected 6726 entries ( 37.257 % ). Overall 1764061 ( 98.0034 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:55 INFO | Using training file (442/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:55 INFO |  -> Pre-selected 32268 entries from 78601 ( 41.0529 % )
2018-06-25 08:43:56 INFO |  -> Selected 6713 entries ( 8.5406 % ). Overall 1768061 ( 98.2256 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:56 INFO | Using training file (443/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:56 INFO |  -> Pre-selected 31737 entries from 76670 ( 41.3943 % )
2018-06-25 08:43:58 INFO |  -> Selected 6755 entries ( 8.81049 % ). Overall 1772062 ( 98.4479 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:43:58 INFO | Using training file (444/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:43:58 INFO |  -> Pre-selected 26137 entries from 63645 ( 41.0669 % )
2018-06-25 08:44:00 INFO |  -> Selected 6783 entries ( 10.6576 % ). Overall 1776062 ( 98.6701 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:44:00 INFO | Using training file (445/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:44:00 INFO |  -> Pre-selected 33679 entries from 81447 ( 41.3508 % )
2018-06-25 08:44:01 INFO |  -> Selected 6740 entries ( 8.27532 % ). Overall 1780062 ( 98.8923 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:44:01 INFO | Using training file (446/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000018.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:44:02 INFO |  -> Pre-selected 24322 entries from 57897 ( 42.0091 % )
2018-06-25 08:44:03 INFO |  -> Selected 6854 entries ( 11.8383 % ). Overall 1784063 ( 99.1146 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:44:03 INFO | Using training file (447/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:44:03 INFO |  -> Pre-selected 27412 entries from 62587 ( 43.7982 % )
2018-06-25 08:44:04 INFO |  -> Selected 6631 entries ( 10.5949 % ). Overall 1788064 ( 99.3369 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:44:04 INFO | Using training file (448/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:44:04 INFO |  -> Pre-selected 32001 entries from 76686 ( 41.7299 % )
2018-06-25 08:44:06 INFO |  -> Selected 6844 entries ( 8.92471 % ). Overall 1792064 ( 99.5591 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:44:06 INFO | Using training file (449/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000041.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:44:06 INFO |  -> Pre-selected 31247 entries from 72141 ( 43.3138 % )
2018-06-25 08:44:08 INFO |  -> Selected 6661 entries ( 9.23331 % ). Overall 1796065 ( 99.7814 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:44:08 INFO | Using training file (450/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:44:08 INFO |  -> Pre-selected 34903 entries from 84338 ( 41.3847 % )
2018-06-25 08:44:10 INFO |  -> Selected 6717 entries ( 7.96438 % ). Overall 1800000 ( 100 % ) of required 1800000 non-ghost training entries.
2018-06-25 08:44:10 INFO | Considered 13712229 tracks for input to MVA training
2018-06-25 08:44:10 INFO |   Sel. Eff. = 22.3345%
2018-06-25 08:44:10 INFO | Selected 2144238/771384 tracks for input to MVA training/testing
2018-06-25 08:44:10 INFO |   Ghost percentage = 16.0541%
2018-06-25 08:44:10 INFO |   Electron percentage = 0.443607%
2018-06-25 08:44:10 INFO |   Muon percentage = 3.69189%
2018-06-25 08:44:10 INFO |   Pion percentage = 64.0893%
2018-06-25 08:44:10 INFO |   Kaon percentage = 0.276975%
2018-06-25 08:44:10 INFO |   Proton percentage = 15.4435%
2018-06-25 08:44:10 INFO | Skipped 3 contributions below 0.01%
2018-06-25 08:44:10 INFO | Created text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel
2018-06-25 08:44:10 INFO | Created Plots directory Downstream-Proton-evaluation.root:/TrainMixture/EvalUpgradeSim09cUp02RecoUp01Mixture/EvalWithPreSel
2018-06-25 08:44:10 INFO | Making plots for input CaloChargedEcal
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.0100
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.0250
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.0500
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.0750
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.1000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.1250
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.1500
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.1750
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.2000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.3000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.3500
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.4000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.4500
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.6000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.7000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.8000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.9000
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.9500
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.9750
2018-06-25 08:44:10 INFO | Creating ROOT directory MVAcut0.9900
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-8.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-7.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-6.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-5.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-5.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-4.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-4.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-3.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-3.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-2.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-2.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-1.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-1.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut-0.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut0.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut0.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut1.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut1.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut2.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut2.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut3.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut3.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut4.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut4.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut5.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut5.5000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut6.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut7.0000
2018-06-25 08:44:10 INFO | Creating ROOT directory DLLcut8.0000
2018-06-25 08:44:10 INFO | Making plots for input CaloClusChi2
2018-06-25 08:44:10 INFO | Making plots for input CaloEcalChi2
2018-06-25 08:44:10 INFO | Making plots for input CaloEcalE
2018-06-25 08:44:10 INFO | Making plots for input CaloElectronMatch
2018-06-25 08:44:10 INFO | Making plots for input CaloEoverP
2018-06-25 08:44:10 INFO | Making plots for input CaloHcalE
2018-06-25 08:44:10 INFO | Making plots for input CaloTrMatch
2018-06-25 08:44:10 INFO | Making plots for input CaloTrajectoryL
2018-06-25 08:44:10 INFO | Making plots for input CombDLLe
2018-06-25 08:44:10 INFO | Making plots for input CombDLLmu
2018-06-25 08:44:10 INFO | Making plots for input EcalPIDe
2018-06-25 08:44:10 INFO | Making plots for input EcalPIDmu
2018-06-25 08:44:10 INFO | Making plots for input HcalPIDe
2018-06-25 08:44:10 INFO | Making plots for input HcalPIDmu
2018-06-25 08:44:10 INFO | Making plots for input InAccEcal
2018-06-25 08:44:10 INFO | Making plots for input InAccHcal
2018-06-25 08:44:10 INFO | Making plots for input InAccMuon
2018-06-25 08:44:10 INFO | Making plots for input MuonBkgLL
2018-06-25 08:44:10 INFO | Making plots for input MuonIsLooseMuon
2018-06-25 08:44:10 INFO | Making plots for input MuonIsMuon
2018-06-25 08:44:10 INFO | Making plots for input MuonMVA1
2018-06-25 08:44:10 INFO | Making plots for input MuonMuLL
2018-06-25 08:44:10 INFO | Making plots for input MuonNShared
2018-06-25 08:44:10 INFO | Making plots for input RichAboveKaThres
2018-06-25 08:44:10 INFO | Making plots for input RichAbovePiThres
2018-06-25 08:44:10 INFO | Making plots for input RichAbovePrThres
2018-06-25 08:44:10 INFO | Making plots for input RichDLLbt
2018-06-25 08:44:10 INFO | Making plots for input RichDLLd
2018-06-25 08:44:10 INFO | Making plots for input RichDLLe
2018-06-25 08:44:10 INFO | Making plots for input RichDLLk
2018-06-25 08:44:10 INFO | Making plots for input RichDLLmu
2018-06-25 08:44:10 INFO | Making plots for input RichDLLp
2018-06-25 08:44:10 INFO | Making plots for input RichUsedR1Gas
2018-06-25 08:44:10 INFO | Making plots for input RichUsedR2Gas
2018-06-25 08:44:10 INFO | Making plots for input TrackChi2PerDof
2018-06-25 08:44:10 INFO | Making plots for input TrackFitTChi2
2018-06-25 08:44:10 INFO | Making plots for input TrackFitTNDoF
2018-06-25 08:44:10 INFO | Making plots for input TrackGhostProbability
2018-06-25 08:44:10 INFO | Making plots for input TrackNumDof
2018-06-25 08:44:10 INFO | Making plots for input TrackP
2018-06-25 08:44:10 INFO | Making plots for input TrackPt
                         : Booking "MLP" of type "MLP" from GlobalPID_Proton_Downstream_TMVA.weights.xml.
<HEADER> DataSetInfo              : [Default] : Added class "Signal"
<HEADER> DataSetInfo              : [Default] : Added class "Background"
<HEADER> Proton_Downstream_TMVA   : Building Network. 
                         : Initializing weights
                         : Booked classifier "Proton_Downstream_TMVA" of type: "MLP"
2018-06-25 08:44:10 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-06-25 08:44:10 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-06-25 08:44:10 INFO | Evaluation mode 'EvalWithPreSel'
2018-06-25 08:44:10 INFO | Will apply all track pre-selections during evaluation
2018-06-25 08:44:10 INFO | Evaluation Datafile Selection hash = 9e53b2f5fadc17db
2018-06-25 08:44:10 INFO | Using evaluation file (451/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:44:10 INFO |  -> Pre-selected 78940 entries from 78940 ( 100 % )
2018-06-25 08:44:57 INFO |  -> Selected 78940 entries ( 100 % ). Overall 78940 ( 0.7894 % ) of required 10000000 entries.
2018-06-25 08:44:57 INFO | Using evaluation file (452/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:44:57 INFO |  -> Pre-selected 78738 entries from 78738 ( 100 % )
2018-06-25 08:45:43 INFO |  -> Selected 78738 entries ( 100 % ). Overall 157678 ( 1.57678 % ) of required 10000000 entries.
2018-06-25 08:45:43 INFO | Using evaluation file (453/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000107.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:45:43 INFO |  -> Pre-selected 78018 entries from 78018 ( 100 % )
2018-06-25 08:46:30 INFO |  -> Selected 78018 entries ( 100 % ). Overall 235696 ( 2.35696 % ) of required 10000000 entries.
2018-06-25 08:46:30 INFO | Using evaluation file (454/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:46:30 INFO |  -> Pre-selected 18690 entries from 18690 ( 100 % )
2018-06-25 08:46:42 INFO |  -> Selected 18690 entries ( 100 % ). Overall 254386 ( 2.54386 % ) of required 10000000 entries.
2018-06-25 08:46:42 INFO | Using evaluation file (455/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:46:42 INFO |  -> Pre-selected 74261 entries from 74261 ( 100 % )
2018-06-25 08:47:28 INFO |  -> Selected 74261 entries ( 100 % ). Overall 328647 ( 3.28647 % ) of required 10000000 entries.
2018-06-25 08:47:28 INFO | Using evaluation file (456/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:47:28 INFO |  -> Pre-selected 77329 entries from 77329 ( 100 % )
2018-06-25 08:48:16 INFO |  -> Selected 77329 entries ( 100 % ). Overall 405976 ( 4.05976 % ) of required 10000000 entries.
2018-06-25 08:48:16 INFO | Using evaluation file (457/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:48:16 INFO |  -> Pre-selected 78305 entries from 78305 ( 100 % )
2018-06-25 08:49:05 INFO |  -> Selected 78305 entries ( 100 % ). Overall 484281 ( 4.84281 % ) of required 10000000 entries.
2018-06-25 08:49:05 INFO | Using evaluation file (458/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000038.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:49:05 INFO |  -> Pre-selected 76722 entries from 76722 ( 100 % )
2018-06-25 08:49:53 INFO |  -> Selected 76722 entries ( 100 % ). Overall 561003 ( 5.61003 % ) of required 10000000 entries.
2018-06-25 08:49:53 INFO | Using evaluation file (459/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:49:53 INFO |  -> Pre-selected 63661 entries from 63661 ( 100 % )
2018-06-25 08:50:34 INFO |  -> Selected 63661 entries ( 100 % ). Overall 624664 ( 6.24664 % ) of required 10000000 entries.
2018-06-25 08:50:34 INFO | Using evaluation file (460/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000025.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:50:34 INFO |  -> Pre-selected 78200 entries from 78200 ( 100 % )
2018-06-25 08:51:23 INFO |  -> Selected 78200 entries ( 100 % ). Overall 702864 ( 7.02864 % ) of required 10000000 entries.
2018-06-25 08:51:23 INFO | Using evaluation file (461/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:51:23 INFO |  -> Pre-selected 77195 entries from 77195 ( 100 % )
2018-06-25 08:52:06 INFO |  -> Selected 77195 entries ( 100 % ). Overall 780059 ( 7.80059 % ) of required 10000000 entries.
2018-06-25 08:52:06 INFO | Using evaluation file (462/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165100/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:52:07 INFO |  -> Pre-selected 80371 entries from 80371 ( 100 % )
2018-06-25 08:52:52 INFO |  -> Selected 80371 entries ( 100 % ). Overall 860430 ( 8.6043 % ) of required 10000000 entries.
2018-06-25 08:52:52 INFO | Using evaluation file (463/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:52:52 INFO |  -> Pre-selected 64391 entries from 64391 ( 100 % )
2018-06-25 08:53:32 INFO |  -> Selected 64391 entries ( 100 % ). Overall 924821 ( 9.24821 % ) of required 10000000 entries.
2018-06-25 08:53:32 INFO | Using evaluation file (464/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000105.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:53:32 INFO |  -> Pre-selected 78874 entries from 78874 ( 100 % )
2018-06-25 08:54:22 INFO |  -> Selected 78874 entries ( 100 % ). Overall 1003695 ( 10.0369 % ) of required 10000000 entries.
2018-06-25 08:54:22 INFO | Using evaluation file (465/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000106.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:54:22 INFO |  -> Pre-selected 78008 entries from 78008 ( 100 % )
2018-06-25 08:55:11 INFO |  -> Selected 78008 entries ( 100 % ). Overall 1081703 ( 10.817 % ) of required 10000000 entries.
2018-06-25 08:55:11 INFO | Using evaluation file (466/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14177001/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:55:11 INFO |  -> Pre-selected 82306 entries from 82306 ( 100 % )
2018-06-25 08:56:02 INFO |  -> Selected 82306 entries ( 100 % ). Overall 1164009 ( 11.6401 % ) of required 10000000 entries.
2018-06-25 08:56:02 INFO | Using evaluation file (467/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:56:02 INFO |  -> Pre-selected 75944 entries from 75944 ( 100 % )
2018-06-25 08:56:50 INFO |  -> Selected 75944 entries ( 100 % ). Overall 1239953 ( 12.3995 % ) of required 10000000 entries.
2018-06-25 08:56:50 INFO | Using evaluation file (468/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:56:50 INFO |  -> Pre-selected 78955 entries from 78955 ( 100 % )
2018-06-25 08:57:39 INFO |  -> Selected 78955 entries ( 100 % ). Overall 1318908 ( 13.1891 % ) of required 10000000 entries.
2018-06-25 08:57:39 INFO | Using evaluation file (469/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000120.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:57:39 INFO |  -> Pre-selected 77112 entries from 77112 ( 100 % )
2018-06-25 08:58:27 INFO |  -> Selected 77112 entries ( 100 % ). Overall 1396020 ( 13.9602 % ) of required 10000000 entries.
2018-06-25 08:58:27 INFO | Using evaluation file (470/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000006.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:58:28 INFO |  -> Pre-selected 77622 entries from 77622 ( 100 % )
2018-06-25 08:59:16 INFO |  -> Selected 77622 entries ( 100 % ). Overall 1473642 ( 14.7364 % ) of required 10000000 entries.
2018-06-25 08:59:16 INFO | Using evaluation file (471/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:59:16 INFO |  -> Pre-selected 40710 entries from 40710 ( 100 % )
2018-06-25 08:59:41 INFO |  -> Selected 40710 entries ( 100 % ). Overall 1514352 ( 15.1435 % ) of required 10000000 entries.
2018-06-25 08:59:41 INFO | Using evaluation file (472/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/49000054/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 08:59:41 INFO |  -> Pre-selected 78977 entries from 78977 ( 100 % )
2018-06-25 09:00:31 INFO |  -> Selected 78977 entries ( 100 % ). Overall 1593329 ( 15.9333 % ) of required 10000000 entries.
2018-06-25 09:00:31 INFO | Using evaluation file (473/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:00:31 INFO |  -> Pre-selected 78066 entries from 78066 ( 100 % )
2018-06-25 09:01:19 INFO |  -> Selected 78066 entries ( 100 % ). Overall 1671395 ( 16.714 % ) of required 10000000 entries.
2018-06-25 09:01:19 INFO | Using evaluation file (474/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:01:19 INFO |  -> Pre-selected 80224 entries from 80224 ( 100 % )
2018-06-25 09:02:09 INFO |  -> Selected 80224 entries ( 100 % ). Overall 1751619 ( 17.5162 % ) of required 10000000 entries.
2018-06-25 09:02:09 INFO | Using evaluation file (475/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:02:09 INFO |  -> Pre-selected 78925 entries from 78925 ( 100 % )
2018-06-25 09:02:58 INFO |  -> Selected 78925 entries ( 100 % ). Overall 1830544 ( 18.3054 % ) of required 10000000 entries.
2018-06-25 09:02:58 INFO | Using evaluation file (476/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:02:58 INFO |  -> Pre-selected 80070 entries from 80070 ( 100 % )
2018-06-25 09:03:49 INFO |  -> Selected 80070 entries ( 100 % ). Overall 1910614 ( 19.1061 % ) of required 10000000 entries.
2018-06-25 09:03:49 INFO | Using evaluation file (477/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000011.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:03:49 INFO |  -> Pre-selected 81296 entries from 81296 ( 100 % )
2018-06-25 09:04:40 INFO |  -> Selected 81296 entries ( 100 % ). Overall 1991910 ( 19.9191 % ) of required 10000000 entries.
2018-06-25 09:04:40 INFO | Using evaluation file (478/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13144011/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:04:40 INFO |  -> Pre-selected 76114 entries from 76114 ( 100 % )
2018-06-25 09:05:28 INFO |  -> Selected 76114 entries ( 100 % ). Overall 2068024 ( 20.6802 % ) of required 10000000 entries.
2018-06-25 09:05:28 INFO | Using evaluation file (479/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:05:28 INFO |  -> Pre-selected 60878 entries from 60878 ( 100 % )
2018-06-25 09:06:06 INFO |  -> Selected 60878 entries ( 100 % ). Overall 2128902 ( 21.289 % ) of required 10000000 entries.
2018-06-25 09:06:06 INFO | Using evaluation file (480/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13512010/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:06:06 INFO |  -> Pre-selected 75255 entries from 75255 ( 100 % )
2018-06-25 09:06:53 INFO |  -> Selected 75255 entries ( 100 % ). Overall 2204157 ( 22.0416 % ) of required 10000000 entries.
2018-06-25 09:06:53 INFO | Using evaluation file (481/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:06:54 INFO |  -> Pre-selected 75122 entries from 75122 ( 100 % )
2018-06-25 09:07:41 INFO |  -> Selected 75122 entries ( 100 % ). Overall 2279279 ( 22.7928 % ) of required 10000000 entries.
2018-06-25 09:07:41 INFO | Using evaluation file (482/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000070.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:07:41 INFO |  -> Pre-selected 79121 entries from 79121 ( 100 % )
2018-06-25 09:08:32 INFO |  -> Selected 79121 entries ( 100 % ). Overall 2358400 ( 23.584 % ) of required 10000000 entries.
2018-06-25 09:08:32 INFO | Using evaluation file (483/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000063.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:08:32 INFO |  -> Pre-selected 80344 entries from 80344 ( 100 % )
2018-06-25 09:09:23 INFO |  -> Selected 80344 entries ( 100 % ). Overall 2438744 ( 24.3874 % ) of required 10000000 entries.
2018-06-25 09:09:23 INFO | Using evaluation file (484/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144201/ANNPID.00000002.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:09:23 INFO |  -> Pre-selected 39279 entries from 39279 ( 100 % )
2018-06-25 09:09:48 INFO |  -> Selected 39279 entries ( 100 % ). Overall 2478023 ( 24.7802 % ) of required 10000000 entries.
2018-06-25 09:09:48 INFO | Using evaluation file (485/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12143001/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:09:48 INFO |  -> Pre-selected 78541 entries from 78541 ( 100 % )
2018-06-25 09:10:35 INFO |  -> Selected 78541 entries ( 100 % ). Overall 2556564 ( 25.5656 % ) of required 10000000 entries.
2018-06-25 09:10:35 INFO | Using evaluation file (486/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:10:35 INFO |  -> Pre-selected 76893 entries from 76893 ( 100 % )
2018-06-25 09:11:19 INFO |  -> Selected 76893 entries ( 100 % ). Overall 2633457 ( 26.3346 % ) of required 10000000 entries.
2018-06-25 09:11:19 INFO | Using evaluation file (487/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000028.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:11:19 INFO |  -> Pre-selected 78011 entries from 78011 ( 100 % )
2018-06-25 09:12:06 INFO |  -> Selected 78011 entries ( 100 % ). Overall 2711468 ( 27.1147 % ) of required 10000000 entries.
2018-06-25 09:12:06 INFO | Using evaluation file (488/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000025.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:12:06 INFO |  -> Pre-selected 80916 entries from 80916 ( 100 % )
2018-06-25 09:12:54 INFO |  -> Selected 80916 entries ( 100 % ). Overall 2792384 ( 27.9238 % ) of required 10000000 entries.
2018-06-25 09:12:54 INFO | Using evaluation file (489/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:12:54 INFO |  -> Pre-selected 76233 entries from 76233 ( 100 % )
2018-06-25 09:13:40 INFO |  -> Selected 76233 entries ( 100 % ). Overall 2868617 ( 28.6862 % ) of required 10000000 entries.
2018-06-25 09:13:40 INFO | Using evaluation file (490/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:13:40 INFO |  -> Pre-selected 67710 entries from 67710 ( 100 % )
2018-06-25 09:14:22 INFO |  -> Selected 67710 entries ( 100 % ). Overall 2936327 ( 29.3633 % ) of required 10000000 entries.
2018-06-25 09:14:22 INFO | Using evaluation file (491/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:14:22 INFO |  -> Pre-selected 18605 entries from 18605 ( 100 % )
2018-06-25 09:14:33 INFO |  -> Selected 18605 entries ( 100 % ). Overall 2954932 ( 29.5493 % ) of required 10000000 entries.
2018-06-25 09:14:33 INFO | Using evaluation file (492/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15102307/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:14:33 INFO |  -> Pre-selected 81098 entries from 81098 ( 100 % )
2018-06-25 09:15:22 INFO |  -> Selected 81098 entries ( 100 % ). Overall 3036030 ( 30.3603 % ) of required 10000000 entries.
2018-06-25 09:15:22 INFO | Using evaluation file (493/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000033.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:15:22 INFO |  -> Pre-selected 80592 entries from 80592 ( 100 % )
2018-06-25 09:16:12 INFO |  -> Selected 80592 entries ( 100 % ). Overall 3116622 ( 31.1662 % ) of required 10000000 entries.
2018-06-25 09:16:12 INFO | Using evaluation file (494/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:16:12 INFO |  -> Pre-selected 78887 entries from 78887 ( 100 % )
2018-06-25 09:17:02 INFO |  -> Selected 78887 entries ( 100 % ). Overall 3195509 ( 31.9551 % ) of required 10000000 entries.
2018-06-25 09:17:02 INFO | Using evaluation file (495/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000058.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:17:02 INFO |  -> Pre-selected 81003 entries from 81003 ( 100 % )
2018-06-25 09:17:54 INFO |  -> Selected 81003 entries ( 100 % ). Overall 3276512 ( 32.7651 % ) of required 10000000 entries.
2018-06-25 09:17:54 INFO | Using evaluation file (496/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:17:54 INFO |  -> Pre-selected 80048 entries from 80048 ( 100 % )
2018-06-25 09:18:45 INFO |  -> Selected 80048 entries ( 100 % ). Overall 3356560 ( 33.5656 % ) of required 10000000 entries.
2018-06-25 09:18:45 INFO | Using evaluation file (497/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:18:45 INFO |  -> Pre-selected 80708 entries from 80708 ( 100 % )
2018-06-25 09:19:34 INFO |  -> Selected 80708 entries ( 100 % ). Overall 3437268 ( 34.3727 % ) of required 10000000 entries.
2018-06-25 09:19:34 INFO | Using evaluation file (498/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:19:35 INFO |  -> Pre-selected 81466 entries from 81466 ( 100 % )
2018-06-25 09:20:25 INFO |  -> Selected 81466 entries ( 100 % ). Overall 3518734 ( 35.1873 % ) of required 10000000 entries.
2018-06-25 09:20:25 INFO | Using evaluation file (499/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/14195002/ANNPID.00000010.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:20:25 INFO |  -> Pre-selected 81795 entries from 81795 ( 100 % )
2018-06-25 09:21:15 INFO |  -> Selected 81795 entries ( 100 % ). Overall 3600529 ( 36.0053 % ) of required 10000000 entries.
2018-06-25 09:21:15 INFO | Using evaluation file (500/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103032/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:21:15 INFO |  -> Pre-selected 80078 entries from 80078 ( 100 % )
2018-06-25 09:22:06 INFO |  -> Selected 80078 entries ( 100 % ). Overall 3680607 ( 36.8061 % ) of required 10000000 entries.
2018-06-25 09:22:06 INFO | Using evaluation file (501/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:22:06 INFO |  -> Pre-selected 77229 entries from 77229 ( 100 % )
2018-06-25 09:22:54 INFO |  -> Selected 77229 entries ( 100 % ). Overall 3757836 ( 37.5784 % ) of required 10000000 entries.
2018-06-25 09:22:54 INFO | Using evaluation file (502/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42321000/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:22:54 INFO |  -> Pre-selected 37487 entries from 37487 ( 100 % )
2018-06-25 09:23:18 INFO |  -> Selected 37487 entries ( 100 % ). Overall 3795323 ( 37.9532 % ) of required 10000000 entries.
2018-06-25 09:23:18 INFO | Using evaluation file (503/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/16166011/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:23:18 INFO |  -> Pre-selected 72079 entries from 72079 ( 100 % )
2018-06-25 09:24:03 INFO |  -> Selected 72079 entries ( 100 % ). Overall 3867402 ( 38.674 % ) of required 10000000 entries.
2018-06-25 09:24:03 INFO | Using evaluation file (504/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/40114010/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:24:03 INFO |  -> Pre-selected 63072 entries from 63072 ( 100 % )
2018-06-25 09:24:42 INFO |  -> Selected 63072 entries ( 100 % ). Overall 3930474 ( 39.3047 % ) of required 10000000 entries.
2018-06-25 09:24:42 INFO | Using evaluation file (505/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:24:43 INFO |  -> Pre-selected 80300 entries from 80300 ( 100 % )
2018-06-25 09:25:33 INFO |  -> Selected 80300 entries ( 100 % ). Overall 4010774 ( 40.1077 % ) of required 10000000 entries.
2018-06-25 09:25:33 INFO | Using evaluation file (506/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:25:33 INFO |  -> Pre-selected 79872 entries from 79872 ( 100 % )
2018-06-25 09:26:23 INFO |  -> Selected 79872 entries ( 100 % ). Overall 4090646 ( 40.9065 % ) of required 10000000 entries.
2018-06-25 09:26:23 INFO | Using evaluation file (507/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000021.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:26:23 INFO |  -> Pre-selected 81936 entries from 81936 ( 100 % )
2018-06-25 09:27:15 INFO |  -> Selected 81936 entries ( 100 % ). Overall 4172582 ( 41.7258 % ) of required 10000000 entries.
2018-06-25 09:27:15 INFO | Using evaluation file (508/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000048.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:27:15 INFO |  -> Pre-selected 80501 entries from 80501 ( 100 % )
2018-06-25 09:28:06 INFO |  -> Selected 80501 entries ( 100 % ). Overall 4253083 ( 42.5308 % ) of required 10000000 entries.
2018-06-25 09:28:06 INFO | Using evaluation file (509/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000102.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:28:06 INFO |  -> Pre-selected 79100 entries from 79100 ( 100 % )
2018-06-25 09:28:56 INFO |  -> Selected 79100 entries ( 100 % ). Overall 4332183 ( 43.3218 % ) of required 10000000 entries.
2018-06-25 09:28:56 INFO | Using evaluation file (510/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:28:56 INFO |  -> Pre-selected 67376 entries from 67376 ( 100 % )
2018-06-25 09:29:38 INFO |  -> Selected 67376 entries ( 100 % ). Overall 4399559 ( 43.9956 % ) of required 10000000 entries.
2018-06-25 09:29:38 INFO | Using evaluation file (511/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000013.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:29:38 INFO |  -> Pre-selected 80864 entries from 80864 ( 100 % )
2018-06-25 09:30:28 INFO |  -> Selected 80864 entries ( 100 % ). Overall 4480423 ( 44.8042 % ) of required 10000000 entries.
2018-06-25 09:30:28 INFO | Using evaluation file (512/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:30:28 INFO |  -> Pre-selected 77217 entries from 77217 ( 100 % )
2018-06-25 09:31:16 INFO |  -> Selected 77217 entries ( 100 % ). Overall 4557640 ( 45.5764 % ) of required 10000000 entries.
2018-06-25 09:31:16 INFO | Using evaluation file (513/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/37103000/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:31:16 INFO |  -> Pre-selected 60492 entries from 60492 ( 100 % )
2018-06-25 09:31:54 INFO |  -> Selected 60492 entries ( 100 % ). Overall 4618132 ( 46.1813 % ) of required 10000000 entries.
2018-06-25 09:31:54 INFO | Using evaluation file (514/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:31:54 INFO |  -> Pre-selected 60425 entries from 60425 ( 100 % )
2018-06-25 09:32:32 INFO |  -> Selected 60425 entries ( 100 % ). Overall 4678557 ( 46.7856 % ) of required 10000000 entries.
2018-06-25 09:32:32 INFO | Using evaluation file (515/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:32:32 INFO |  -> Pre-selected 78933 entries from 78933 ( 100 % )
2018-06-25 09:33:22 INFO |  -> Selected 78933 entries ( 100 % ). Overall 4757490 ( 47.5749 % ) of required 10000000 entries.
2018-06-25 09:33:22 INFO | Using evaluation file (516/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13154001/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:33:22 INFO |  -> Pre-selected 80227 entries from 80227 ( 100 % )
2018-06-25 09:34:10 INFO |  -> Selected 80227 entries ( 100 % ). Overall 4837717 ( 48.3772 % ) of required 10000000 entries.
2018-06-25 09:34:10 INFO | Using evaluation file (517/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000042.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:34:10 INFO |  -> Pre-selected 77746 entries from 77746 ( 100 % )
2018-06-25 09:34:51 INFO |  -> Selected 77746 entries ( 100 % ). Overall 4915463 ( 49.1546 % ) of required 10000000 entries.
2018-06-25 09:34:51 INFO | Using evaluation file (518/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15874041/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:34:51 INFO |  -> Pre-selected 80213 entries from 80213 ( 100 % )
2018-06-25 09:35:34 INFO |  -> Selected 80213 entries ( 100 % ). Overall 4995676 ( 49.9568 % ) of required 10000000 entries.
2018-06-25 09:35:34 INFO | Using evaluation file (519/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144103/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:35:34 INFO |  -> Pre-selected 79584 entries from 79584 ( 100 % )
2018-06-25 09:36:16 INFO |  -> Selected 79584 entries ( 100 % ). Overall 5075260 ( 50.7526 % ) of required 10000000 entries.
2018-06-25 09:36:16 INFO | Using evaluation file (520/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11144008/ANNPID.00000016.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:36:16 INFO |  -> Pre-selected 82006 entries from 82006 ( 100 % )
2018-06-25 09:36:59 INFO |  -> Selected 82006 entries ( 100 % ). Overall 5157266 ( 51.5727 % ) of required 10000000 entries.
2018-06-25 09:36:59 INFO | Using evaluation file (521/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:36:59 INFO |  -> Pre-selected 80447 entries from 80447 ( 100 % )
2018-06-25 09:37:41 INFO |  -> Selected 80447 entries ( 100 % ). Overall 5237713 ( 52.3771 % ) of required 10000000 entries.
2018-06-25 09:37:41 INFO | Using evaluation file (522/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000022.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:37:41 INFO |  -> Pre-selected 78602 entries from 78602 ( 100 % )
2018-06-25 09:38:23 INFO |  -> Selected 78602 entries ( 100 % ). Overall 5316315 ( 53.1632 % ) of required 10000000 entries.
2018-06-25 09:38:23 INFO | Using evaluation file (523/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:38:23 INFO |  -> Pre-selected 77826 entries from 77826 ( 100 % )
2018-06-25 09:39:04 INFO |  -> Selected 77826 entries ( 100 % ). Overall 5394141 ( 53.9414 % ) of required 10000000 entries.
2018-06-25 09:39:04 INFO | Using evaluation file (524/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112106/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:39:04 INFO |  -> Pre-selected 61985 entries from 61985 ( 100 % )
2018-06-25 09:39:37 INFO |  -> Selected 61985 entries ( 100 % ). Overall 5456126 ( 54.5613 % ) of required 10000000 entries.
2018-06-25 09:39:37 INFO | Using evaluation file (525/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:39:38 INFO |  -> Pre-selected 83620 entries from 83620 ( 100 % )
2018-06-25 09:40:22 INFO |  -> Selected 83620 entries ( 100 % ). Overall 5539746 ( 55.3975 % ) of required 10000000 entries.
2018-06-25 09:40:22 INFO | Using evaluation file (526/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/32113001/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:40:22 INFO |  -> Pre-selected 76444 entries from 76444 ( 100 % )
2018-06-25 09:41:02 INFO |  -> Selected 76444 entries ( 100 % ). Overall 5616190 ( 56.1619 % ) of required 10000000 entries.
2018-06-25 09:41:03 INFO | Using evaluation file (527/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000055.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:41:03 INFO |  -> Pre-selected 77927 entries from 77927 ( 100 % )
2018-06-25 09:41:44 INFO |  -> Selected 77927 entries ( 100 % ). Overall 5694117 ( 56.9412 % ) of required 10000000 entries.
2018-06-25 09:41:44 INFO | Using evaluation file (528/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12245021/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:41:44 INFO |  -> Pre-selected 38912 entries from 38912 ( 100 % )
2018-06-25 09:42:05 INFO |  -> Selected 38912 entries ( 100 % ). Overall 5733029 ( 57.3303 % ) of required 10000000 entries.
2018-06-25 09:42:05 INFO | Using evaluation file (529/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13774004/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:42:05 INFO |  -> Pre-selected 76361 entries from 76361 ( 100 % )
2018-06-25 09:42:45 INFO |  -> Selected 76361 entries ( 100 % ). Overall 5809390 ( 58.0939 % ) of required 10000000 entries.
2018-06-25 09:42:45 INFO | Using evaluation file (530/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11160001/ANNPID.00000029.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:42:46 INFO |  -> Pre-selected 80444 entries from 80444 ( 100 % )
2018-06-25 09:43:28 INFO |  -> Selected 80444 entries ( 100 % ). Overall 5889834 ( 58.8983 % ) of required 10000000 entries.
2018-06-25 09:43:28 INFO | Using evaluation file (531/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000027.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:43:28 INFO |  -> Pre-selected 81127 entries from 81127 ( 100 % )
2018-06-25 09:44:12 INFO |  -> Selected 81127 entries ( 100 % ). Overall 5970961 ( 59.7096 % ) of required 10000000 entries.
2018-06-25 09:44:12 INFO | Using evaluation file (532/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000017.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:44:12 INFO |  -> Pre-selected 83001 entries from 83001 ( 100 % )
2018-06-25 09:44:56 INFO |  -> Selected 83001 entries ( 100 % ). Overall 6053962 ( 60.5396 % ) of required 10000000 entries.
2018-06-25 09:44:56 INFO | Using evaluation file (533/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:44:56 INFO |  -> Pre-selected 72683 entries from 72683 ( 100 % )
2018-06-25 09:45:35 INFO |  -> Selected 72683 entries ( 100 % ). Overall 6126645 ( 61.2664 % ) of required 10000000 entries.
2018-06-25 09:45:35 INFO | Using evaluation file (534/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:45:35 INFO |  -> Pre-selected 83304 entries from 83304 ( 100 % )
2018-06-25 09:46:19 INFO |  -> Selected 83304 entries ( 100 % ). Overall 6209949 ( 62.0995 % ) of required 10000000 entries.
2018-06-25 09:46:19 INFO | Using evaluation file (535/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000025.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:46:19 INFO |  -> Pre-selected 62632 entries from 62632 ( 100 % )
2018-06-25 09:46:53 INFO |  -> Selected 62632 entries ( 100 % ). Overall 6272581 ( 62.7258 % ) of required 10000000 entries.
2018-06-25 09:46:53 INFO | Using evaluation file (536/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000091.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:46:53 INFO |  -> Pre-selected 77016 entries from 77016 ( 100 % )
2018-06-25 09:47:34 INFO |  -> Selected 77016 entries ( 100 % ). Overall 6349597 ( 63.496 % ) of required 10000000 entries.
2018-06-25 09:47:34 INFO | Using evaluation file (537/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12163021/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:47:34 INFO |  -> Pre-selected 77081 entries from 77081 ( 100 % )
2018-06-25 09:48:15 INFO |  -> Selected 77081 entries ( 100 % ). Overall 6426678 ( 64.2668 % ) of required 10000000 entries.
2018-06-25 09:48:16 INFO | Using evaluation file (538/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:48:16 INFO |  -> Pre-selected 19598 entries from 19598 ( 100 % )
2018-06-25 09:48:26 INFO |  -> Selected 19598 entries ( 100 % ). Overall 6446276 ( 64.4628 % ) of required 10000000 entries.
2018-06-25 09:48:26 INFO | Using evaluation file (539/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:48:26 INFO |  -> Pre-selected 19991 entries from 19991 ( 100 % )
2018-06-25 09:48:37 INFO |  -> Selected 19991 entries ( 100 % ). Overall 6466267 ( 64.6627 % ) of required 10000000 entries.
2018-06-25 09:48:37 INFO | Using evaluation file (540/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/34112407/ANNPID.00000003.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:48:37 INFO |  -> Pre-selected 66178 entries from 66178 ( 100 % )
2018-06-25 09:49:13 INFO |  -> Selected 66178 entries ( 100 % ). Overall 6532445 ( 65.3244 % ) of required 10000000 entries.
2018-06-25 09:49:13 INFO | Using evaluation file (541/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:49:13 INFO |  -> Pre-selected 70657 entries from 70657 ( 100 % )
2018-06-25 09:49:51 INFO |  -> Selected 70657 entries ( 100 % ). Overall 6603102 ( 66.031 % ) of required 10000000 entries.
2018-06-25 09:49:51 INFO | Using evaluation file (542/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104012/ANNPID.00000004.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:49:51 INFO |  -> Pre-selected 76352 entries from 76352 ( 100 % )
2018-06-25 09:50:32 INFO |  -> Selected 76352 entries ( 100 % ). Overall 6679454 ( 66.7945 % ) of required 10000000 entries.
2018-06-25 09:50:32 INFO | Using evaluation file (543/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000007.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:50:32 INFO |  -> Pre-selected 80236 entries from 80236 ( 100 % )
2018-06-25 09:51:15 INFO |  -> Selected 80236 entries ( 100 % ). Overall 6759690 ( 67.5969 % ) of required 10000000 entries.
2018-06-25 09:51:15 INFO | Using evaluation file (544/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000031.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:51:15 INFO |  -> Pre-selected 58914 entries from 58914 ( 100 % )
2018-06-25 09:51:47 INFO |  -> Selected 58914 entries ( 100 % ). Overall 6818604 ( 68.186 % ) of required 10000000 entries.
2018-06-25 09:51:47 INFO | Using evaluation file (545/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:51:47 INFO |  -> Pre-selected 38573 entries from 38573 ( 100 % )
2018-06-25 09:52:08 INFO |  -> Selected 38573 entries ( 100 % ). Overall 6857177 ( 68.5718 % ) of required 10000000 entries.
2018-06-25 09:52:08 INFO | Using evaluation file (546/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000051.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:52:08 INFO |  -> Pre-selected 75884 entries from 75884 ( 100 % )
2018-06-25 09:52:48 INFO |  -> Selected 75884 entries ( 100 % ). Overall 6933061 ( 69.3306 % ) of required 10000000 entries.
2018-06-25 09:52:48 INFO | Using evaluation file (547/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000047.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:52:48 INFO |  -> Pre-selected 81412 entries from 81412 ( 100 % )
2018-06-25 09:53:31 INFO |  -> Selected 81412 entries ( 100 % ). Overall 7014473 ( 70.1447 % ) of required 10000000 entries.
2018-06-25 09:53:31 INFO | Using evaluation file (548/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000056.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:53:31 INFO |  -> Pre-selected 79807 entries from 79807 ( 100 % )
2018-06-25 09:54:13 INFO |  -> Selected 79807 entries ( 100 % ). Overall 7094280 ( 70.9428 % ) of required 10000000 entries.
2018-06-25 09:54:13 INFO | Using evaluation file (549/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102202/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:54:13 INFO |  -> Pre-selected 76223 entries from 76223 ( 100 % )
2018-06-25 09:54:54 INFO |  -> Selected 76223 entries ( 100 % ). Overall 7170503 ( 71.705 % ) of required 10000000 entries.
2018-06-25 09:54:54 INFO | Using evaluation file (550/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12165106/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:54:54 INFO |  -> Pre-selected 24634 entries from 24634 ( 100 % )
2018-06-25 09:55:07 INFO |  -> Selected 24634 entries ( 100 % ). Overall 7195137 ( 71.9514 % ) of required 10000000 entries.
2018-06-25 09:55:07 INFO | Using evaluation file (551/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12103022/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:55:07 INFO |  -> Pre-selected 76396 entries from 76396 ( 100 % )
2018-06-25 09:55:47 INFO |  -> Selected 76396 entries ( 100 % ). Overall 7271533 ( 72.7153 % ) of required 10000000 entries.
2018-06-25 09:55:47 INFO | Using evaluation file (552/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000053.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:55:48 INFO |  -> Pre-selected 80602 entries from 80602 ( 100 % )
2018-06-25 09:56:30 INFO |  -> Selected 80602 entries ( 100 % ). Overall 7352135 ( 73.5213 % ) of required 10000000 entries.
2018-06-25 09:56:30 INFO | Using evaluation file (553/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:56:31 INFO |  -> Pre-selected 77828 entries from 77828 ( 100 % )
2018-06-25 09:57:12 INFO |  -> Selected 77828 entries ( 100 % ). Overall 7429963 ( 74.2996 % ) of required 10000000 entries.
2018-06-25 09:57:12 INFO | Using evaluation file (554/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:57:12 INFO |  -> Pre-selected 81677 entries from 81677 ( 100 % )
2018-06-25 09:57:55 INFO |  -> Selected 81677 entries ( 100 % ). Overall 7511640 ( 75.1164 % ) of required 10000000 entries.
2018-06-25 09:57:55 INFO | Using evaluation file (555/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000061.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:57:55 INFO |  -> Pre-selected 73844 entries from 73844 ( 100 % )
2018-06-25 09:58:34 INFO |  -> Selected 73844 entries ( 100 % ). Overall 7585484 ( 75.8548 % ) of required 10000000 entries.
2018-06-25 09:58:34 INFO | Using evaluation file (556/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874401/ANNPID.00000052.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:58:34 INFO |  -> Pre-selected 77358 entries from 77358 ( 100 % )
2018-06-25 09:59:16 INFO |  -> Selected 77358 entries ( 100 % ). Overall 7662842 ( 76.6284 % ) of required 10000000 entries.
2018-06-25 09:59:16 INFO | Using evaluation file (557/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/15204010/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:59:16 INFO |  -> Pre-selected 79169 entries from 79169 ( 100 % )
2018-06-25 09:59:58 INFO |  -> Selected 79169 entries ( 100 % ). Overall 7742011 ( 77.4201 % ) of required 10000000 entries.
2018-06-25 09:59:58 INFO | Using evaluation file (558/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000040.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 09:59:58 INFO |  -> Pre-selected 78453 entries from 78453 ( 100 % )
2018-06-25 10:00:39 INFO |  -> Selected 78453 entries ( 100 % ). Overall 7820464 ( 78.2046 % ) of required 10000000 entries.
2018-06-25 10:00:39 INFO | Using evaluation file (559/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13104001/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:00:40 INFO |  -> Pre-selected 76364 entries from 76364 ( 100 % )
2018-06-25 10:01:20 INFO |  -> Selected 76364 entries ( 100 % ). Overall 7896828 ( 78.9683 % ) of required 10000000 entries.
2018-06-25 10:01:20 INFO | Using evaluation file (560/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:01:20 INFO |  -> Pre-selected 79500 entries from 79500 ( 100 % )
2018-06-25 10:02:02 INFO |  -> Selected 79500 entries ( 100 % ). Overall 7976328 ( 79.7633 % ) of required 10000000 entries.
2018-06-25 10:02:02 INFO | Using evaluation file (561/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11574001/ANNPID.00000036.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:02:03 INFO |  -> Pre-selected 80263 entries from 80263 ( 100 % )
2018-06-25 10:02:40 INFO |  -> Selected 80263 entries ( 100 % ). Overall 8056591 ( 80.5659 % ) of required 10000000 entries.
2018-06-25 10:02:40 INFO | Using evaluation file (562/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12873441/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:02:40 INFO |  -> Pre-selected 77940 entries from 77940 ( 100 % )
2018-06-25 10:03:18 INFO |  -> Selected 77940 entries ( 100 % ). Overall 8134531 ( 81.3453 % ) of required 10000000 entries.
2018-06-25 10:03:18 INFO | Using evaluation file (563/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/31113001/ANNPID.00000015.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:03:18 INFO |  -> Pre-selected 82910 entries from 82910 ( 100 % )
2018-06-25 10:03:59 INFO |  -> Selected 82910 entries ( 100 % ). Overall 8217441 ( 82.1744 % ) of required 10000000 entries.
2018-06-25 10:03:59 INFO | Using evaluation file (564/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12203224/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:03:59 INFO |  -> Pre-selected 76658 entries from 76658 ( 100 % )
2018-06-25 10:04:37 INFO |  -> Selected 76658 entries ( 100 % ). Overall 8294099 ( 82.941 % ) of required 10000000 entries.
2018-06-25 10:04:37 INFO | Using evaluation file (565/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11296013/ANNPID.00000079.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:04:37 INFO |  -> Pre-selected 76996 entries from 76996 ( 100 % )
2018-06-25 10:05:14 INFO |  -> Selected 76996 entries ( 100 % ). Overall 8371095 ( 83.7109 % ) of required 10000000 entries.
2018-06-25 10:05:14 INFO | Using evaluation file (566/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000107.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:05:15 INFO |  -> Pre-selected 80514 entries from 80514 ( 100 % )
2018-06-25 10:05:55 INFO |  -> Selected 80514 entries ( 100 % ). Overall 8451609 ( 84.5161 % ) of required 10000000 entries.
2018-06-25 10:05:55 INFO | Using evaluation file (567/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000054.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:05:55 INFO |  -> Pre-selected 59522 entries from 59522 ( 100 % )
2018-06-25 10:06:25 INFO |  -> Selected 59522 entries ( 100 % ). Overall 8511131 ( 85.1113 % ) of required 10000000 entries.
2018-06-25 10:06:25 INFO | Using evaluation file (568/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000008.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:06:25 INFO |  -> Pre-selected 76593 entries from 76593 ( 100 % )
2018-06-25 10:07:02 INFO |  -> Selected 76593 entries ( 100 % ). Overall 8587724 ( 85.8772 % ) of required 10000000 entries.
2018-06-25 10:07:02 INFO | Using evaluation file (569/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165000/ANNPID.00000050.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:07:03 INFO |  -> Pre-selected 82189 entries from 82189 ( 100 % )
2018-06-25 10:07:43 INFO |  -> Selected 82189 entries ( 100 % ). Overall 8669913 ( 86.6991 % ) of required 10000000 entries.
2018-06-25 10:07:43 INFO | Using evaluation file (570/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11124001/ANNPID.00000035.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:07:43 INFO |  -> Pre-selected 78729 entries from 78729 ( 100 % )
2018-06-25 10:08:22 INFO |  -> Selected 78729 entries ( 100 % ). Overall 8748642 ( 87.4864 % ) of required 10000000 entries.
2018-06-25 10:08:22 INFO | Using evaluation file (571/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42112050/ANNPID.00000043.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:08:22 INFO |  -> Pre-selected 78527 entries from 78527 ( 100 % )
2018-06-25 10:09:00 INFO |  -> Selected 78527 entries ( 100 % ). Overall 8827169 ( 88.2717 % ) of required 10000000 entries.
2018-06-25 10:09:00 INFO | Using evaluation file (572/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11102005/ANNPID.00000012.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:09:00 INFO |  -> Pre-selected 78787 entries from 78787 ( 100 % )
2018-06-25 10:09:38 INFO |  -> Selected 78787 entries ( 100 % ). Overall 8905956 ( 89.0596 % ) of required 10000000 entries.
2018-06-25 10:09:38 INFO | Using evaluation file (573/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114001/ANNPID.00000034.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:09:38 INFO |  -> Pre-selected 77943 entries from 77943 ( 100 % )
2018-06-25 10:10:16 INFO |  -> Selected 77943 entries ( 100 % ). Overall 8983899 ( 89.839 % ) of required 10000000 entries.
2018-06-25 10:10:16 INFO | Using evaluation file (574/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11142401/ANNPID.00000044.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:10:16 INFO |  -> Pre-selected 79980 entries from 79980 ( 100 % )
2018-06-25 10:10:56 INFO |  -> Selected 79980 entries ( 100 % ). Overall 9063879 ( 90.6388 % ) of required 10000000 entries.
2018-06-25 10:10:56 INFO | Using evaluation file (575/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/13264021/ANNPID.00000005.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:10:56 INFO |  -> Pre-selected 76240 entries from 76240 ( 100 % )
2018-06-25 10:11:35 INFO |  -> Selected 76240 entries ( 100 % ). Overall 9140119 ( 91.4012 % ) of required 10000000 entries.
2018-06-25 10:11:35 INFO | Using evaluation file (576/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11140400/ANNPID.00000001.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:11:35 INFO |  -> Pre-selected 82239 entries from 82239 ( 100 % )
2018-06-25 10:12:18 INFO |  -> Selected 82239 entries ( 100 % ). Overall 9222358 ( 92.2236 % ) of required 10000000 entries.
2018-06-25 10:12:18 INFO | Using evaluation file (577/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12265042/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:12:18 INFO |  -> Pre-selected 79975 entries from 79975 ( 100 % )
2018-06-25 10:13:01 INFO |  -> Selected 79975 entries ( 100 % ). Overall 9302333 ( 93.0233 % ) of required 10000000 entries.
2018-06-25 10:13:01 INFO | Using evaluation file (578/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42311000/ANNPID.00000039.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:13:01 INFO |  -> Pre-selected 75653 entries from 75653 ( 100 % )
2018-06-25 10:13:41 INFO |  -> Selected 75653 entries ( 100 % ). Overall 9377986 ( 93.7799 % ) of required 10000000 entries.
2018-06-25 10:13:41 INFO | Using evaluation file (579/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000030.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:13:41 INFO |  -> Pre-selected 57854 entries from 57854 ( 100 % )
2018-06-25 10:14:12 INFO |  -> Selected 57854 entries ( 100 % ). Overall 9435840 ( 94.3584 % ) of required 10000000 entries.
2018-06-25 10:14:12 INFO | Using evaluation file (580/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11874091/ANNPID.00000014.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:14:12 INFO |  -> Pre-selected 18066 entries from 18066 ( 100 % )
2018-06-25 10:14:21 INFO |  -> Selected 18066 entries ( 100 % ). Overall 9453906 ( 94.5391 % ) of required 10000000 entries.
2018-06-25 10:14:22 INFO | Using evaluation file (581/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/21163000/ANNPID.00000037.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:14:22 INFO |  -> Pre-selected 78345 entries from 78345 ( 100 % )
2018-06-25 10:15:03 INFO |  -> Selected 78345 entries ( 100 % ). Overall 9532251 ( 95.3225 % ) of required 10000000 entries.
2018-06-25 10:15:03 INFO | Using evaluation file (582/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27165101/ANNPID.00000020.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:15:03 INFO |  -> Pre-selected 81286 entries from 81286 ( 100 % )
2018-06-25 10:15:47 INFO |  -> Selected 81286 entries ( 100 % ). Overall 9613537 ( 96.1354 % ) of required 10000000 entries.
2018-06-25 10:15:47 INFO | Using evaluation file (583/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/42122000/ANNPID.00000024.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:15:47 INFO |  -> Pre-selected 77043 entries from 77043 ( 100 % )
2018-06-25 10:16:27 INFO |  -> Selected 77043 entries ( 100 % ). Overall 9690580 ( 96.9058 % ) of required 10000000 entries.
2018-06-25 10:16:27 INFO | Using evaluation file (584/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11114101/ANNPID.00000023.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:16:27 INFO |  -> Pre-selected 79885 entries from 79885 ( 100 % )
2018-06-25 10:17:06 INFO |  -> Selected 79885 entries ( 100 % ). Overall 9770465 ( 97.7047 % ) of required 10000000 entries.
2018-06-25 10:17:06 INFO | Using evaluation file (585/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000049.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:17:07 INFO |  -> Pre-selected 39038 entries from 39038 ( 100 % )
2018-06-25 10:17:26 INFO |  -> Selected 39038 entries ( 100 % ). Overall 9809503 ( 98.095 % ) of required 10000000 entries.
2018-06-25 10:17:26 INFO | Using evaluation file (586/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/12875401/ANNPID.00000057.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:17:26 INFO |  -> Pre-selected 79791 entries from 79791 ( 100 % )
2018-06-25 10:18:06 INFO |  -> Selected 79791 entries ( 100 % ). Overall 9889294 ( 98.8929 % ) of required 10000000 entries.
2018-06-25 10:18:06 INFO | Using evaluation file (587/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/11104124/ANNPID.00000046.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:18:06 INFO |  -> Pre-selected 77951 entries from 77951 ( 100 % )
2018-06-25 10:18:45 INFO |  -> Selected 77951 entries ( 100 % ). Overall 9967245 ( 99.6724 % ) of required 10000000 entries.
2018-06-25 10:18:45 INFO | Using evaluation file (588/3913) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09c-Up02/Reco-Up01/27163002/ANNPID.00000009.root.9e53b2f5fadc17db Tuple=ANNPID/DecayTree
2018-06-25 10:18:45 INFO |  -> Pre-selected 80838 entries from 80838 ( 100 % )
2018-06-25 10:19:01 INFO |  -> Selected 32755 entries ( 40.5193 % ). Overall 10000000 ( 100 % ) of required 10000000 entries.
2018-06-25 10:19:01 INFO | Considered 10000000 tracks for input to MVA evaluation
2018-06-25 10:19:01 INFO |   Sel. Eff. = 100%
2018-06-25 10:19:01 INFO | Selected 10000000 tracks for input to MVA evaluation
2018-06-25 10:19:01 INFO |   Ghost percentage = 63.8368%
2018-06-25 10:19:01 INFO |   Electron percentage = 0.18062%
2018-06-25 10:19:01 INFO |   Muon percentage = 1.52424%
2018-06-25 10:19:01 INFO |   Pion percentage = 26.8807%
2018-06-25 10:19:01 INFO |   Kaon percentage = 1.1441%
2018-06-25 10:19:01 INFO |   Proton percentage = 6.43331%
2018-06-25 10:19:01 INFO | Skipped 1 contributions below 0.01%
2018-06-25 10:19:01 INFO | Skipped 2 contributions below 0.01%
2018-06-25 10:19:01 INFO | Skipped 3 contributions below 0.01%
2018-06-25 10:19:01 INFO | Making Input Variable plots
2018-06-25 10:19:12 INFO | Making MVA V Input Variable plots
2018-06-25 10:19:18 INFO | Making DLL V Input Variable plots
2018-06-25 10:19:23 INFO | Making purity plots
2018-06-25 10:19:24 INFO | Making MVA Output plots
2018-06-25 10:19:24 INFO | Making DLL Output plots
2018-06-25 10:19:24 INFO | Making MVA DLL Correlation plots
2018-06-25 10:19:24 INFO | Making MVA V P eff plots
2018-06-25 10:19:30 INFO | Making DLL V P eff plots
2018-06-25 10:19:40 INFO | Making MVA eff. V DLL cut plots
2018-06-25 10:19:45 INFO | Making DLL eff. V MVA cut plots
2018-06-25 10:19:48 INFO | Making final performance plots ...
2018-06-25 10:19:48 INFO | Creating Eff V Purity text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamProtonEffVPurity-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.1-KaF0.1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-25 10:19:48 INFO |  -> Filling 79 data points
2018-06-25 10:19:48 INFO | Creating Eff V Electron MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamProtonEffVElectronMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.1-KaF0.1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-25 10:19:48 INFO |  -> Filling 70 data points
2018-06-25 10:19:48 INFO | Creating Eff V Ghost MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamProtonEffVGhostMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.1-KaF0.1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-25 10:19:48 INFO |  -> Filling 71 data points
2018-06-25 10:19:48 INFO | Creating Eff V Kaon MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamProtonEffVKaonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.1-KaF0.1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-25 10:19:48 INFO |  -> Filling 67 data points
2018-06-25 10:19:48 INFO | Creating Eff V Muon MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamProtonEffVMuonMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.1-KaF0.1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-25 10:19:48 INFO |  -> Filling 71 data points
2018-06-25 10:19:49 INFO | Creating Eff V Pion MisID text file : text/UpgradeSim09cUp02RecoUp01-Mixture/EvalWithPreSel/DownstreamProtonEffVPionMisID-TMVA-Upgrade-Sim09cUp02RecoUp01-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-NaturalMix-GhF0.1-KaF0.1-MLP-Norm-BP-NCycles750-CE-sigmoid-HL1SF1.6-HL2SF1.6-CVTest151e-16-!UseReg.txt
2018-06-25 10:19:49 INFO |  -> Filling 71 data points
2018-06-25 10:19:49 INFO | Closing Downstream-Proton-evaluation.root
2018-06-25 10:20:06 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-Proton-evaluation.root'
Scientific Linux CERN SLC release 6.9 (Carbon)
Mon Jun 25 10:20:08 BST 2018