Tue Apr 10 08:50:25 BST 2018
Linux cl019 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-EqualSigBck0.25.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//MC2016Deuterons-TrainingFiles-Mixture-Cambridge.txt' -> `TrainingFiles-Mixture.txt'
`/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/training//MC2016Deuterons-TrainingFiles-Mixture-Cambridge.txt' -> `MC2016Deuterons-EvalFiles-Mixture.txt'
Training in /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Upstream
Will use ionice
`/var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/configs/networks/TMVA-Run2-NoTkLikCDVelodEdx/GlobalPID_Deuteron_Upstream_ANN.txt' -> `./GlobalPID_Deuteron_Upstream_ANN.txt'
2018-04-10 08:50:32 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache'
2018-04-10 08:50:32 INFO | Network Config file      = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Upstream/GlobalPID_Deuteron_Upstream_ANN.txt
2018-04-10 08:50:32 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Upstream/train-config.txt
2018-04-10 08:50:32 INFO | Parsed EqualSigBck : Signal Fraction 0.25
2018-04-10 08:50:32 INFO | Particle type    = Deuteron
2018-04-10 08:50:32 INFO | Background types = All
2018-04-10 08:50:32 INFO | Training Mix     = EqualSigBck
2018-04-10 08:50:32 INFO | Track type       = Upstream
2018-04-10 08:50:32 INFO | Track PresSel    = NoTrackPreSelection.txt
2018-04-10 08:50:32 INFO | Network type     = TMVA
2018-04-10 08:50:32 INFO | Ghost treatment  = Ghosts Ghosts
2018-04-10 08:50:32 INFO | MC Track sel.    = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt
2018-04-10 08:50:32 INFO | Reweighting      = NoReweight
2018-04-10 08:50:32 INFO | Output file      = GlobalPID_Deuteron_Upstream_TMVA.weights.xml
2018-04-10 08:50:32 INFO | Skipping input #TrackCloneDist
2018-04-10 08:50:32 INFO | Skipping input #RichUsedR2Gas
2018-04-10 08:50:32 INFO | Skipping input #RichAboveElThres
2018-04-10 08:50:32 INFO | Skipping input #RichAboveMuThres
2018-04-10 08:50:32 INFO | Creating selection from 'NoTrackPreSelection.txt'
2018-04-10 08:50:32 INFO |  -> # very very loose. Essentially no cuts
2018-04-10 08:50:32 INFO |   -> TrackP                > 0
2018-04-10 08:50:32 INFO |   -> TrackPt               > 0
2018-04-10 08:50:32 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-04-10 08:50:32 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-04-10 08:50:32 INFO | Training sample size (excluding ghosts) = 1800000
2018-04-10 08:50:32 INFO | Evaluation sample size                  = 10000000
2018-04-10 08:50:32 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Upstream/MVA.txt
2018-04-10 08:50:32 INFO |  -> NBTASK = CLA
2018-04-10 08:50:32 INFO |  -> NBMOM = 0.0
2018-04-10 08:50:32 INFO |  -> NBREG = ALL
2018-04-10 08:50:32 INFO |  -> TMVAVALIDATIONFRAC = 0.3
2018-04-10 08:50:32 INFO |  -> TMVATESTFRAC = 0.3
2018-04-10 08:50:32 INFO |  -> MaxTrainSizeFactor = 1.5
2018-04-10 08:50:32 INFO |  -> HiddenLayerScaleFactor = 1.4
2018-04-10 08:50:32 INFO |  -> NumberHiddenLayers = 1
2018-04-10 08:50:32 INFO |  -> GhostAcceptFraction = 0.05
2018-04-10 08:50:32 INFO |  -> PionAcceptFraction = 1.0
2018-04-10 08:50:32 INFO |  -> KaonAcceptFraction = 0.5
2018-04-10 08:50:32 INFO |  -> ProtonAcceptFraction = 0.5
2018-04-10 08:50:32 INFO |  -> ReuseTrainingFiles = 1
2018-04-10 08:50:32 INFO |  -> TrainingYear = MC2016Deuterons
2018-04-10 08:50:32 INFO |  -> TMVAMETHOD = MLP
2018-04-10 08:50:32 INFO |  -> TMVAUSEREGULATOR = false
2018-04-10 08:50:32 INFO |  -> TMVAMLPNCYCLES = 750
2018-04-10 08:50:32 INFO |  -> TMVAVARTRANSFORM = Norm
2018-04-10 08:50:32 INFO |  -> TMVAMLPNEURONTYPE = tanh
2018-04-10 08:50:32 INFO |  -> TMVAMLPMETHOD = BP
2018-04-10 08:50:32 INFO |  -> TMVAMLPESTIMATORTYPE = CE
2018-04-10 08:50:32 INFO |  -> TMVAMLPCONVIMPROVE = 1e-16
2018-04-10 08:50:32 INFO |  -> TMVAMLPCONVTEST = 15
2018-04-10 08:50:32 INFO |  -> TMVABDTBOOSTTYPE = AdaBoost
2018-04-10 08:50:32 INFO |  -> TMVABDTNTREES = 800
2018-04-10 08:50:32 INFO |  -> TMVABDTPRUNEMETHOD = CostComplexity
2018-04-10 08:50:32 INFO |  -> TMVABDTMAXTREEDEPTH = 3
2018-04-10 08:50:32 INFO |  -> TMVADNNERRSTRAT = CROSSENTROPY
2018-04-10 08:50:32 INFO |  -> TMVADNNTRAINCONFA = UNDEFINED
2018-04-10 08:50:32 INFO |  -> TMVADNNTRAINCONFB = 
2018-04-10 08:50:32 INFO |  -> TMVADNNTRAINCONFC = 
2018-04-10 08:50:32 INFO |  -> TMVADNNLAYOUT = UNDEFINED
2018-04-10 08:50:32 INFO |  -> TMVADNNWEIGHTINIT = XAVIERUNIFORM
2018-04-10 08:50:32 INFO |  -> TMVADNNARCH = STANDARD
2018-04-10 08:50:32 INFO | Node layer two scale = 1.4
2018-04-10 08:50:32 INFO | Ghost Accept Fraction = 0.05
2018-04-10 08:50:32 INFO | Proton Accept Fraction = 0.5
2018-04-10 08:50:32 INFO | Kaon Accept Fraction = 0.5
2018-04-10 08:50:32 INFO | Pion Accept Fraction = 1
2018-04-10 08:50:32 INFO | Max Training sample size (with ghosts) = 2700000
2018-04-10 08:50:32 INFO | Training data year   = MC2016Deuterons
2018-04-10 08:50:32 INFO | Evaluation data year = MC2016Deuterons
2018-04-10 08:50:32 INFO | TMVA Output ROOT file Upstream-Deuteron-TMVA.root
2018-04-10 08:50:32 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"
2018-04-10 08:50:32 INFO | Input TrackP Type F
2018-04-10 08:50:32 INFO | Input TrackPt Type F
2018-04-10 08:50:32 INFO | Input TrackChi2PerDof Type F
2018-04-10 08:50:32 INFO | Input TrackNumDof Type I
2018-04-10 08:50:32 INFO | Input TrackGhostProbability Type F
2018-04-10 08:50:32 INFO | Input TrackFitVeloChi2 Type F
2018-04-10 08:50:32 INFO | Input TrackFitVeloNDoF Type I
2018-04-10 08:50:32 INFO | Input RichUsedR1Gas Type I
2018-04-10 08:50:32 INFO | Input RichAbovePiThres Type I
2018-04-10 08:50:32 INFO | Input RichAboveKaThres Type I
2018-04-10 08:50:32 INFO | Input RichAbovePrThres Type I
2018-04-10 08:50:32 INFO | Input RichDLLe Type F
2018-04-10 08:50:32 INFO | Input RichDLLmu Type F
2018-04-10 08:50:32 INFO | Input RichDLLk Type F
2018-04-10 08:50:32 INFO | Input RichDLLp Type F
2018-04-10 08:50:32 INFO | Input RichDLLd Type F
2018-04-10 08:50:32 INFO | Input RichDLLbt Type F
2018-04-10 08:50:32 INFO | Input InAccBrem Type I
2018-04-10 08:50:32 INFO | Input BremPIDe Type F
2018-04-10 08:50:32 INFO | Input Data file = TrainingFiles-Mixture.txt
2018-04-10 08:50:32 INFO | Using 255 data files
2018-04-10 08:50:32 INFO | Will prescale non deuterons by 0.05
2018-04-10 08:50:32 INFO | Training Datafile Selection hash = 1c939dbebfe3c0ff
2018-04-10 08:50:32 INFO | Target selected entries per file = 15748
2018-04-10 08:50:32 INFO | Using training file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:33 INFO |  -> Pre-selected 4363 entries from 5831 ( 74.8242 % )
2018-04-10 08:50:33 INFO |  -> Selected 1834 entries ( 31.4526 % ). Overall 1264 ( 0.0702222 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:33 INFO | Using training file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:33 INFO |  -> Pre-selected 1715 entries from 2251 ( 76.1884 % )
2018-04-10 08:50:33 INFO |  -> Selected 736 entries ( 32.6966 % ). Overall 1794 ( 0.0996667 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:33 INFO | Using training file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:34 INFO |  -> Pre-selected 4558 entries from 6124 ( 74.4285 % )
2018-04-10 08:50:34 INFO |  -> Selected 1931 entries ( 31.5317 % ). Overall 3153 ( 0.175167 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:34 INFO | Using training file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:34 INFO |  -> Pre-selected 1150 entries from 1510 ( 76.1589 % )
2018-04-10 08:50:34 INFO |  -> Selected 463 entries ( 30.6623 % ). Overall 3475 ( 0.193056 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:34 INFO | Using training file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:34 INFO |  -> Pre-selected 3484 entries from 4630 ( 75.2484 % )
2018-04-10 08:50:35 INFO |  -> Selected 1411 entries ( 30.4752 % ). Overall 4476 ( 0.248667 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:35 INFO | Using training file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:35 INFO |  -> Pre-selected 1748 entries from 2275 ( 76.8352 % )
2018-04-10 08:50:35 INFO |  -> Selected 668 entries ( 29.3626 % ). Overall 4931 ( 0.273944 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:35 INFO | Using training file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:35 INFO |  -> Pre-selected 4726 entries from 6278 ( 75.2788 % )
2018-04-10 08:50:35 INFO |  -> Selected 2034 entries ( 32.3989 % ). Overall 6349 ( 0.352722 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:35 INFO | Using training file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:35 INFO |  -> Pre-selected 4591 entries from 6087 ( 75.423 % )
2018-04-10 08:50:36 INFO |  -> Selected 1934 entries ( 31.7726 % ). Overall 7668 ( 0.426 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:36 INFO | Using training file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:36 INFO |  -> Pre-selected 4547 entries from 6043 ( 75.2441 % )
2018-04-10 08:50:36 INFO |  -> Selected 1840 entries ( 30.4485 % ). Overall 8968 ( 0.498222 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:36 INFO | Using training file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:36 INFO |  -> Pre-selected 1706 entries from 2234 ( 76.3653 % )
2018-04-10 08:50:37 INFO |  -> Selected 713 entries ( 31.9158 % ). Overall 9484 ( 0.526889 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:37 INFO | Using training file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:37 INFO |  -> Pre-selected 3525 entries from 4696 ( 75.0639 % )
2018-04-10 08:50:37 INFO |  -> Selected 1460 entries ( 31.0903 % ). Overall 10506 ( 0.583667 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:37 INFO | Using training file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:37 INFO |  -> Pre-selected 4594 entries from 6130 ( 74.9429 % )
2018-04-10 08:50:38 INFO |  -> Selected 1893 entries ( 30.8809 % ). Overall 11814 ( 0.656333 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:38 INFO | Using training file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:38 INFO |  -> Pre-selected 4651 entries from 6156 ( 75.5523 % )
2018-04-10 08:50:38 INFO |  -> Selected 1900 entries ( 30.8642 % ). Overall 13136 ( 0.729778 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:38 INFO | Using training file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:38 INFO |  -> Pre-selected 4667 entries from 6165 ( 75.7015 % )
2018-04-10 08:50:39 INFO |  -> Selected 1948 entries ( 31.5977 % ). Overall 14482 ( 0.804556 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:39 INFO | Using training file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:39 INFO |  -> Pre-selected 4697 entries from 6252 ( 75.128 % )
2018-04-10 08:50:40 INFO |  -> Selected 1935 entries ( 30.9501 % ). Overall 15829 ( 0.879389 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:40 INFO | Using training file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:40 INFO |  -> Pre-selected 1703 entries from 2266 ( 75.1545 % )
2018-04-10 08:50:40 INFO |  -> Selected 741 entries ( 32.7008 % ). Overall 16337 ( 0.907611 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:40 INFO | Using training file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:40 INFO |  -> Pre-selected 3324 entries from 4473 ( 74.3125 % )
2018-04-10 08:50:40 INFO |  -> Selected 1292 entries ( 28.8844 % ). Overall 17240 ( 0.957778 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:40 INFO | Using training file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:40 INFO |  -> Pre-selected 3373 entries from 4497 ( 75.0056 % )
2018-04-10 08:50:41 INFO |  -> Selected 1374 entries ( 30.5537 % ). Overall 18207 ( 1.0115 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:41 INFO | Using training file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:41 INFO |  -> Pre-selected 4582 entries from 6129 ( 74.7593 % )
2018-04-10 08:50:41 INFO |  -> Selected 2030 entries ( 33.1212 % ). Overall 19594 ( 1.08856 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:41 INFO | Using training file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:41 INFO |  -> Pre-selected 4389 entries from 5894 ( 74.4656 % )
2018-04-10 08:50:42 INFO |  -> Selected 1767 entries ( 29.9796 % ). Overall 20801 ( 1.15561 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:42 INFO | Using training file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:42 INFO |  -> Pre-selected 4422 entries from 5886 ( 75.1274 % )
2018-04-10 08:50:43 INFO |  -> Selected 1783 entries ( 30.2922 % ). Overall 22019 ( 1.22328 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:43 INFO | Using training file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:43 INFO |  -> Pre-selected 3292 entries from 4386 ( 75.057 % )
2018-04-10 08:50:43 INFO |  -> Selected 1191 entries ( 27.1546 % ). Overall 22845 ( 1.26917 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:43 INFO | Using training file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:43 INFO |  -> Pre-selected 4888 entries from 6421 ( 76.1252 % )
2018-04-10 08:50:44 INFO |  -> Selected 2021 entries ( 31.4748 % ). Overall 24231 ( 1.34617 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:44 INFO | Using training file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:44 INFO |  -> Pre-selected 4534 entries from 6041 ( 75.0538 % )
2018-04-10 08:50:44 INFO |  -> Selected 1997 entries ( 33.0574 % ). Overall 25613 ( 1.42294 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:44 INFO | Using training file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:44 INFO |  -> Pre-selected 4689 entries from 6254 ( 74.976 % )
2018-04-10 08:50:45 INFO |  -> Selected 1928 entries ( 30.8283 % ). Overall 27026 ( 1.50144 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:45 INFO | Using training file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:45 INFO |  -> Pre-selected 3471 entries from 4658 ( 74.517 % )
2018-04-10 08:50:45 INFO |  -> Selected 1395 entries ( 29.9485 % ). Overall 27987 ( 1.55483 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:45 INFO | Using training file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:45 INFO |  -> Pre-selected 3221 entries from 4313 ( 74.6812 % )
2018-04-10 08:50:46 INFO |  -> Selected 1319 entries ( 30.582 % ). Overall 28912 ( 1.60622 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:46 INFO | Using training file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:46 INFO |  -> Pre-selected 4808 entries from 6351 ( 75.7046 % )
2018-04-10 08:50:46 INFO |  -> Selected 2111 entries ( 33.2389 % ). Overall 30357 ( 1.6865 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:46 INFO | Using training file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:46 INFO |  -> Pre-selected 1724 entries from 2328 ( 74.055 % )
2018-04-10 08:50:46 INFO |  -> Selected 709 entries ( 30.4553 % ). Overall 30863 ( 1.71461 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:46 INFO | Using training file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:46 INFO |  -> Pre-selected 4616 entries from 6181 ( 74.6805 % )
2018-04-10 08:50:47 INFO |  -> Selected 1879 entries ( 30.3996 % ). Overall 32161 ( 1.78672 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:47 INFO | Using training file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:47 INFO |  -> Pre-selected 4613 entries from 6101 ( 75.6106 % )
2018-04-10 08:50:48 INFO |  -> Selected 1866 entries ( 30.5851 % ). Overall 33467 ( 1.85928 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:48 INFO | Using training file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:48 INFO |  -> Pre-selected 1246 entries from 1617 ( 77.0563 % )
2018-04-10 08:50:48 INFO |  -> Selected 500 entries ( 30.9215 % ). Overall 33814 ( 1.87856 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:48 INFO | Using training file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:48 INFO |  -> Pre-selected 3638 entries from 4792 ( 75.9182 % )
2018-04-10 08:50:48 INFO |  -> Selected 1459 entries ( 30.4466 % ). Overall 34844 ( 1.93578 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:48 INFO | Using training file (34/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000031.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:48 INFO |  -> Pre-selected 4609 entries from 6076 ( 75.8558 % )
2018-04-10 08:50:49 INFO |  -> Selected 1877 entries ( 30.892 % ). Overall 36131 ( 2.00728 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:49 INFO | Using training file (35/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000015.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:49 INFO |  -> Pre-selected 4589 entries from 6164 ( 74.4484 % )
2018-04-10 08:50:49 INFO |  -> Selected 2063 entries ( 33.4685 % ). Overall 37543 ( 2.08572 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:49 INFO | Using training file (36/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000027.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:49 INFO |  -> Pre-selected 1704 entries from 2260 ( 75.3982 % )
2018-04-10 08:50:50 INFO |  -> Selected 730 entries ( 32.3009 % ). Overall 38057 ( 2.11428 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:50 INFO | Using training file (37/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000011.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:50 INFO |  -> Pre-selected 1740 entries from 2268 ( 76.7196 % )
2018-04-10 08:50:50 INFO |  -> Selected 768 entries ( 33.8624 % ). Overall 38603 ( 2.14461 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:50 INFO | Using training file (38/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000057.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:50 INFO |  -> Pre-selected 4480 entries from 6017 ( 74.4557 % )
2018-04-10 08:50:50 INFO |  -> Selected 1796 entries ( 29.8488 % ). Overall 39850 ( 2.21389 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:50 INFO | Using training file (39/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000017.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:50 INFO |  -> Pre-selected 4728 entries from 6243 ( 75.7328 % )
2018-04-10 08:50:51 INFO |  -> Selected 1938 entries ( 31.0428 % ). Overall 41196 ( 2.28867 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:51 INFO | Using training file (40/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000098.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:51 INFO |  -> Pre-selected 3865 entries from 5104 ( 75.7249 % )
2018-04-10 08:50:51 INFO |  -> Selected 1658 entries ( 32.4843 % ). Overall 42352 ( 2.35289 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:51 INFO | Using training file (41/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000052.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:51 INFO |  -> Pre-selected 4547 entries from 6037 ( 75.3189 % )
2018-04-10 08:50:52 INFO |  -> Selected 1983 entries ( 32.8474 % ). Overall 43735 ( 2.42972 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:52 INFO | Using training file (42/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000093.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:52 INFO |  -> Pre-selected 4397 entries from 5924 ( 74.2235 % )
2018-04-10 08:50:53 INFO |  -> Selected 1910 entries ( 32.2417 % ). Overall 45068 ( 2.50378 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:53 INFO | Using training file (43/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000111.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:53 INFO |  -> Pre-selected 4535 entries from 5936 ( 76.3982 % )
2018-04-10 08:50:53 INFO |  -> Selected 1934 entries ( 32.5809 % ). Overall 46381 ( 2.57672 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:53 INFO | Using training file (44/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000005.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:53 INFO |  -> Pre-selected 4571 entries from 6057 ( 75.4664 % )
2018-04-10 08:50:54 INFO |  -> Selected 1869 entries ( 30.8569 % ). Overall 47659 ( 2.64772 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:54 INFO | Using training file (45/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000018.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:54 INFO |  -> Pre-selected 4729 entries from 6268 ( 75.4467 % )
2018-04-10 08:50:54 INFO |  -> Selected 1911 entries ( 30.4882 % ). Overall 48963 ( 2.72017 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:54 INFO | Using training file (46/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000067.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:54 INFO |  -> Pre-selected 4950 entries from 6518 ( 75.9435 % )
2018-04-10 08:50:55 INFO |  -> Selected 2035 entries ( 31.2212 % ). Overall 50335 ( 2.79639 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:55 INFO | Using training file (47/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000075.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:55 INFO |  -> Pre-selected 4829 entries from 6378 ( 75.7134 % )
2018-04-10 08:50:56 INFO |  -> Selected 2125 entries ( 33.3177 % ). Overall 51775 ( 2.87639 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:56 INFO | Using training file (48/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000066.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:56 INFO |  -> Pre-selected 3095 entries from 4131 ( 74.9213 % )
2018-04-10 08:50:56 INFO |  -> Selected 1287 entries ( 31.1547 % ). Overall 52662 ( 2.92567 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:56 INFO | Using training file (49/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000012.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:56 INFO |  -> Pre-selected 3476 entries from 4627 ( 75.1243 % )
2018-04-10 08:50:56 INFO |  -> Selected 1414 entries ( 30.5598 % ). Overall 53660 ( 2.98111 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:56 INFO | Using training file (50/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000096.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:56 INFO |  -> Pre-selected 4714 entries from 6307 ( 74.7423 % )
2018-04-10 08:50:57 INFO |  -> Selected 1880 entries ( 29.8081 % ). Overall 54954 ( 3.053 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:57 INFO | Using training file (51/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000058.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:57 INFO |  -> Pre-selected 3331 entries from 4463 ( 74.6359 % )
2018-04-10 08:50:57 INFO |  -> Selected 1440 entries ( 32.2653 % ). Overall 55987 ( 3.11039 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:57 INFO | Using training file (52/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000037.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:57 INFO |  -> Pre-selected 4519 entries from 6089 ( 74.2158 % )
2018-04-10 08:50:58 INFO |  -> Selected 1889 entries ( 31.0232 % ). Overall 57258 ( 3.181 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:58 INFO | Using training file (53/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000028.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:58 INFO |  -> Pre-selected 4506 entries from 5962 ( 75.5787 % )
2018-04-10 08:50:59 INFO |  -> Selected 1971 entries ( 33.0594 % ). Overall 58631 ( 3.25728 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:59 INFO | Using training file (54/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000021.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:59 INFO |  -> Pre-selected 1783 entries from 2323 ( 76.7542 % )
2018-04-10 08:50:59 INFO |  -> Selected 807 entries ( 34.7396 % ). Overall 59196 ( 3.28867 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:59 INFO | Using training file (55/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000081.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:59 INFO |  -> Pre-selected 4706 entries from 6221 ( 75.647 % )
2018-04-10 08:50:59 INFO |  -> Selected 1906 entries ( 30.6382 % ). Overall 60501 ( 3.36117 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:50:59 INFO | Using training file (56/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000091.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:50:59 INFO |  -> Pre-selected 3688 entries from 4882 ( 75.5428 % )
2018-04-10 08:51:00 INFO |  -> Selected 1531 entries ( 31.3601 % ). Overall 61575 ( 3.42083 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:00 INFO | Using training file (57/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000108.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:00 INFO |  -> Pre-selected 4563 entries from 6097 ( 74.8401 % )
2018-04-10 08:51:00 INFO |  -> Selected 1890 entries ( 30.9989 % ). Overall 62869 ( 3.49272 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:00 INFO | Using training file (58/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000005.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:00 INFO |  -> Pre-selected 4776 entries from 6415 ( 74.4505 % )
2018-04-10 08:51:01 INFO |  -> Selected 2057 entries ( 32.0655 % ). Overall 64264 ( 3.57022 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:01 INFO | Using training file (59/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000055.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:01 INFO |  -> Pre-selected 4447 entries from 5867 ( 75.7968 % )
2018-04-10 08:51:02 INFO |  -> Selected 1874 entries ( 31.9414 % ). Overall 65569 ( 3.64272 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:02 INFO | Using training file (60/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000020.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:02 INFO |  -> Pre-selected 3675 entries from 4826 ( 76.15 % )
2018-04-10 08:51:02 INFO |  -> Selected 1512 entries ( 31.3303 % ). Overall 66600 ( 3.7 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:02 INFO | Using training file (61/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000034.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:02 INFO |  -> Pre-selected 4346 entries from 5775 ( 75.2554 % )
2018-04-10 08:51:03 INFO |  -> Selected 1762 entries ( 30.5108 % ). Overall 67815 ( 3.7675 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:03 INFO | Using training file (62/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000082.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:03 INFO |  -> Pre-selected 4643 entries from 6164 ( 75.3245 % )
2018-04-10 08:51:03 INFO |  -> Selected 1977 entries ( 32.0733 % ). Overall 69158 ( 3.84211 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:03 INFO | Using training file (63/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000074.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:03 INFO |  -> Pre-selected 4601 entries from 6073 ( 75.7616 % )
2018-04-10 08:51:04 INFO |  -> Selected 1827 entries ( 30.084 % ). Overall 70399 ( 3.91106 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:04 INFO | Using training file (64/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000054.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:04 INFO |  -> Pre-selected 4710 entries from 6228 ( 75.6262 % )
2018-04-10 08:51:04 INFO |  -> Selected 1908 entries ( 30.6358 % ). Overall 71691 ( 3.98283 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:04 INFO | Using training file (65/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000061.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:04 INFO |  -> Pre-selected 3559 entries from 4718 ( 75.4345 % )
2018-04-10 08:51:05 INFO |  -> Selected 1530 entries ( 32.429 % ). Overall 72727 ( 4.04039 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:05 INFO | Using training file (66/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000041.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:05 INFO |  -> Pre-selected 4748 entries from 6295 ( 75.4249 % )
2018-04-10 08:51:05 INFO |  -> Selected 1867 entries ( 29.6585 % ). Overall 73987 ( 4.11039 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:05 INFO | Using training file (67/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000035.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:06 INFO |  -> Pre-selected 4546 entries from 6066 ( 74.9423 % )
2018-04-10 08:51:06 INFO |  -> Selected 1781 entries ( 29.3604 % ). Overall 75208 ( 4.17822 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:06 INFO | Using training file (68/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000013.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:06 INFO |  -> Pre-selected 1744 entries from 2324 ( 75.043 % )
2018-04-10 08:51:06 INFO |  -> Selected 637 entries ( 27.4096 % ). Overall 75665 ( 4.20361 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:06 INFO | Using training file (69/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000062.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:06 INFO |  -> Pre-selected 3388 entries from 4527 ( 74.8398 % )
2018-04-10 08:51:07 INFO |  -> Selected 1401 entries ( 30.9476 % ). Overall 76620 ( 4.25667 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:07 INFO | Using training file (70/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000097.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:07 INFO |  -> Pre-selected 4340 entries from 5792 ( 74.9309 % )
2018-04-10 08:51:07 INFO |  -> Selected 1754 entries ( 30.2831 % ). Overall 77887 ( 4.32706 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:07 INFO | Using training file (71/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000088.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:07 INFO |  -> Pre-selected 3881 entries from 5077 ( 76.4428 % )
2018-04-10 08:51:08 INFO |  -> Selected 1658 entries ( 32.6571 % ). Overall 79047 ( 4.3915 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:08 INFO | Using training file (72/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000093.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:08 INFO |  -> Pre-selected 4403 entries from 5918 ( 74.4001 % )
2018-04-10 08:51:08 INFO |  -> Selected 1799 entries ( 30.3988 % ). Overall 80314 ( 4.46189 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:08 INFO | Using training file (73/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000046.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:08 INFO |  -> Pre-selected 4593 entries from 6094 ( 75.3692 % )
2018-04-10 08:51:09 INFO |  -> Selected 1838 entries ( 30.1608 % ). Overall 81614 ( 4.53411 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:09 INFO | Using training file (74/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000076.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:09 INFO |  -> Pre-selected 4642 entries from 6166 ( 75.2838 % )
2018-04-10 08:51:09 INFO |  -> Selected 1797 entries ( 29.1437 % ). Overall 82863 ( 4.6035 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:09 INFO | Using training file (75/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000027.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:09 INFO |  -> Pre-selected 4479 entries from 5977 ( 74.9373 % )
2018-04-10 08:51:10 INFO |  -> Selected 1773 entries ( 29.6637 % ). Overall 84073 ( 4.67072 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:10 INFO | Using training file (76/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000110.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:10 INFO |  -> Pre-selected 4731 entries from 6320 ( 74.8576 % )
2018-04-10 08:51:11 INFO |  -> Selected 1938 entries ( 30.6646 % ). Overall 85419 ( 4.7455 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:11 INFO | Using training file (77/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000018.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:11 INFO |  -> Pre-selected 4283 entries from 5688 ( 75.2989 % )
2018-04-10 08:51:11 INFO |  -> Selected 1690 entries ( 29.7117 % ). Overall 86591 ( 4.81061 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:11 INFO | Using training file (78/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000007.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:11 INFO |  -> Pre-selected 1760 entries from 2296 ( 76.6551 % )
2018-04-10 08:51:11 INFO |  -> Selected 763 entries ( 33.2317 % ). Overall 87104 ( 4.83911 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:11 INFO | Using training file (79/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000000.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:11 INFO |  -> Pre-selected 1662 entries from 2205 ( 75.3741 % )
2018-04-10 08:51:12 INFO |  -> Selected 643 entries ( 29.161 % ). Overall 87557 ( 4.86428 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:12 INFO | Using training file (80/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000050.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:12 INFO |  -> Pre-selected 4615 entries from 6110 ( 75.5319 % )
2018-04-10 08:51:12 INFO |  -> Selected 2075 entries ( 33.9607 % ). Overall 88990 ( 4.94389 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:12 INFO | Using training file (81/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000097.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:12 INFO |  -> Pre-selected 4425 entries from 5935 ( 74.5577 % )
2018-04-10 08:51:13 INFO |  -> Selected 1982 entries ( 33.3951 % ). Overall 90353 ( 5.01961 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:13 INFO | Using training file (82/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000096.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:13 INFO |  -> Pre-selected 4713 entries from 6209 ( 75.9059 % )
2018-04-10 08:51:14 INFO |  -> Selected 2073 entries ( 33.387 % ). Overall 91824 ( 5.10133 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:14 INFO | Using training file (83/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000029.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:14 INFO |  -> Pre-selected 4764 entries from 6248 ( 76.2484 % )
2018-04-10 08:51:14 INFO |  -> Selected 2117 entries ( 33.8828 % ). Overall 93312 ( 5.184 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:14 INFO | Using training file (84/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000019.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:14 INFO |  -> Pre-selected 1701 entries from 2294 ( 74.15 % )
2018-04-10 08:51:14 INFO |  -> Selected 708 entries ( 30.8631 % ). Overall 93800 ( 5.21111 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:14 INFO | Using training file (85/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000035.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:14 INFO |  -> Pre-selected 4602 entries from 6097 ( 75.4797 % )
2018-04-10 08:51:15 INFO |  -> Selected 1972 entries ( 32.3438 % ). Overall 95154 ( 5.28633 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:15 INFO | Using training file (86/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000080.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:15 INFO |  -> Pre-selected 4467 entries from 6048 ( 73.8591 % )
2018-04-10 08:51:16 INFO |  -> Selected 1832 entries ( 30.291 % ). Overall 96416 ( 5.35644 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:16 INFO | Using training file (87/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000024.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:16 INFO |  -> Pre-selected 1717 entries from 2261 ( 75.9398 % )
2018-04-10 08:51:16 INFO |  -> Selected 743 entries ( 32.8616 % ). Overall 96941 ( 5.38561 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:16 INFO | Using training file (88/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000053.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:16 INFO |  -> Pre-selected 4424 entries from 5957 ( 74.2656 % )
2018-04-10 08:51:17 INFO |  -> Selected 1825 entries ( 30.6362 % ). Overall 98198 ( 5.45544 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:17 INFO | Using training file (89/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000004.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:17 INFO |  -> Pre-selected 4741 entries from 6306 ( 75.1824 % )
2018-04-10 08:51:17 INFO |  -> Selected 2059 entries ( 32.6514 % ). Overall 99666 ( 5.537 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:17 INFO | Using training file (90/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000063.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:17 INFO |  -> Pre-selected 4464 entries from 5925 ( 75.3418 % )
2018-04-10 08:51:18 INFO |  -> Selected 1815 entries ( 30.6329 % ). Overall 100941 ( 5.60783 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:18 INFO | Using training file (91/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000020.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:18 INFO |  -> Pre-selected 1652 entries from 2220 ( 74.4144 % )
2018-04-10 08:51:18 INFO |  -> Selected 711 entries ( 32.027 % ). Overall 101449 ( 5.63606 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:18 INFO | Using training file (92/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000059.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:18 INFO |  -> Pre-selected 4575 entries from 6098 ( 75.0246 % )
2018-04-10 08:51:19 INFO |  -> Selected 1771 entries ( 29.0423 % ). Overall 102654 ( 5.703 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:19 INFO | Using training file (93/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000071.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:19 INFO |  -> Pre-selected 4435 entries from 5826 ( 76.1243 % )
2018-04-10 08:51:19 INFO |  -> Selected 1714 entries ( 29.4198 % ). Overall 103854 ( 5.76967 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:19 INFO | Using training file (94/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000078.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:19 INFO |  -> Pre-selected 4656 entries from 6189 ( 75.2302 % )
2018-04-10 08:51:20 INFO |  -> Selected 1816 entries ( 29.3424 % ). Overall 105101 ( 5.83894 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:20 INFO | Using training file (95/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000066.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:20 INFO |  -> Pre-selected 4436 entries from 5900 ( 75.1864 % )
2018-04-10 08:51:21 INFO |  -> Selected 1723 entries ( 29.2034 % ). Overall 106251 ( 5.90283 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:21 INFO | Using training file (96/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000072.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:21 INFO |  -> Pre-selected 4853 entries from 6456 ( 75.1704 % )
2018-04-10 08:51:21 INFO |  -> Selected 2010 entries ( 31.1338 % ). Overall 107597 ( 5.97761 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:21 INFO | Using training file (97/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000012.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:21 INFO |  -> Pre-selected 1675 entries from 2212 ( 75.7233 % )
2018-04-10 08:51:21 INFO |  -> Selected 642 entries ( 29.0235 % ). Overall 108048 ( 6.00267 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:21 INFO | Using training file (98/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000023.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:21 INFO |  -> Pre-selected 4636 entries from 6152 ( 75.3576 % )
2018-04-10 08:51:22 INFO |  -> Selected 1739 entries ( 28.2672 % ). Overall 109256 ( 6.06978 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:22 INFO | Using training file (99/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000110.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:22 INFO |  -> Pre-selected 4855 entries from 6444 ( 75.3414 % )
2018-04-10 08:51:23 INFO |  -> Selected 2053 entries ( 31.8591 % ). Overall 110639 ( 6.14661 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:23 INFO | Using training file (100/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000092.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:23 INFO |  -> Pre-selected 4492 entries from 5962 ( 75.3438 % )
2018-04-10 08:51:23 INFO |  -> Selected 1781 entries ( 29.8725 % ). Overall 111869 ( 6.21494 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:23 INFO | Using training file (101/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000023.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:23 INFO |  -> Pre-selected 1699 entries from 2226 ( 76.3252 % )
2018-04-10 08:51:24 INFO |  -> Selected 751 entries ( 33.7376 % ). Overall 112402 ( 6.24456 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:24 INFO | Using training file (102/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000111.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:24 INFO |  -> Pre-selected 3188 entries from 4237 ( 75.2419 % )
2018-04-10 08:51:24 INFO |  -> Selected 1253 entries ( 29.5728 % ). Overall 113252 ( 6.29178 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:24 INFO | Using training file (103/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000085.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:24 INFO |  -> Pre-selected 4462 entries from 5951 ( 74.979 % )
2018-04-10 08:51:25 INFO |  -> Selected 1813 entries ( 30.4655 % ). Overall 114472 ( 6.35956 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:25 INFO | Using training file (104/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000059.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:25 INFO |  -> Pre-selected 4698 entries from 6235 ( 75.3488 % )
2018-04-10 08:51:25 INFO |  -> Selected 1878 entries ( 30.1203 % ). Overall 115788 ( 6.43267 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:25 INFO | Using training file (105/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000020.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:25 INFO |  -> Pre-selected 4685 entries from 6230 ( 75.2006 % )
2018-04-10 08:51:26 INFO |  -> Selected 1931 entries ( 30.9952 % ). Overall 117118 ( 6.50656 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:26 INFO | Using training file (106/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000016.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:26 INFO |  -> Pre-selected 4577 entries from 6148 ( 74.447 % )
2018-04-10 08:51:27 INFO |  -> Selected 1804 entries ( 29.3429 % ). Overall 118358 ( 6.57544 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:27 INFO | Using training file (107/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000060.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:27 INFO |  -> Pre-selected 4471 entries from 5960 ( 75.0168 % )
2018-04-10 08:51:28 INFO |  -> Selected 1733 entries ( 29.0772 % ). Overall 119552 ( 6.64178 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:28 INFO | Using training file (108/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000045.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:28 INFO |  -> Pre-selected 4392 entries from 5851 ( 75.0641 % )
2018-04-10 08:51:28 INFO |  -> Selected 1662 entries ( 28.4054 % ). Overall 120700 ( 6.70556 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:28 INFO | Using training file (109/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000055.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:29 INFO |  -> Pre-selected 4767 entries from 6345 ( 75.13 % )
2018-04-10 08:51:29 INFO |  -> Selected 1894 entries ( 29.8503 % ). Overall 122008 ( 6.77822 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:29 INFO | Using training file (110/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000009.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:29 INFO |  -> Pre-selected 4525 entries from 5955 ( 75.9866 % )
2018-04-10 08:51:30 INFO |  -> Selected 1878 entries ( 31.5365 % ). Overall 123317 ( 6.85094 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:30 INFO | Using training file (111/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000108.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:30 INFO |  -> Pre-selected 3334 entries from 4504 ( 74.0231 % )
2018-04-10 08:51:30 INFO |  -> Selected 1443 entries ( 32.0382 % ). Overall 124311 ( 6.90617 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:30 INFO | Using training file (112/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000011.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:30 INFO |  -> Pre-selected 4506 entries from 6042 ( 74.578 % )
2018-04-10 08:51:31 INFO |  -> Selected 1846 entries ( 30.5528 % ). Overall 125624 ( 6.97911 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:31 INFO | Using training file (113/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000029.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:31 INFO |  -> Pre-selected 1559 entries from 2093 ( 74.4864 % )
2018-04-10 08:51:31 INFO |  -> Selected 666 entries ( 31.8204 % ). Overall 126099 ( 7.0055 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:31 INFO | Using training file (114/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000015.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:31 INFO |  -> Pre-selected 3362 entries from 4489 ( 74.8942 % )
2018-04-10 08:51:32 INFO |  -> Selected 1313 entries ( 29.2493 % ). Overall 126997 ( 7.05539 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:32 INFO | Using training file (115/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000019.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:32 INFO |  -> Pre-selected 4441 entries from 5970 ( 74.3886 % )
2018-04-10 08:51:32 INFO |  -> Selected 1865 entries ( 31.2395 % ). Overall 128282 ( 7.12678 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:32 INFO | Using training file (116/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000010.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:32 INFO |  -> Pre-selected 4669 entries from 6111 ( 76.4032 % )
2018-04-10 08:51:33 INFO |  -> Selected 1957 entries ( 32.0242 % ). Overall 129664 ( 7.20356 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:33 INFO | Using training file (117/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000004.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:33 INFO |  -> Pre-selected 2372 entries from 3062 ( 77.4657 % )
2018-04-10 08:51:33 INFO |  -> Selected 965 entries ( 31.5153 % ). Overall 130347 ( 7.2415 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:33 INFO | Using training file (118/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000047.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:33 INFO |  -> Pre-selected 4625 entries from 6159 ( 75.0934 % )
2018-04-10 08:51:34 INFO |  -> Selected 1818 entries ( 29.5178 % ). Overall 131611 ( 7.31172 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:34 INFO | Using training file (119/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000007.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:34 INFO |  -> Pre-selected 2274 entries from 3025 ( 75.1736 % )
2018-04-10 08:51:34 INFO |  -> Selected 909 entries ( 30.0496 % ). Overall 132241 ( 7.34672 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:34 INFO | Using training file (120/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000092.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:34 INFO |  -> Pre-selected 4573 entries from 6089 ( 75.1026 % )
2018-04-10 08:51:35 INFO |  -> Selected 2080 entries ( 34.16 % ). Overall 133667 ( 7.42594 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:35 INFO | Using training file (121/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000107.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:35 INFO |  -> Pre-selected 3447 entries from 4606 ( 74.8372 % )
2018-04-10 08:51:35 INFO |  -> Selected 1322 entries ( 28.7017 % ). Overall 134569 ( 7.47606 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:35 INFO | Using training file (122/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000026.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:35 INFO |  -> Pre-selected 3509 entries from 4636 ( 75.6903 % )
2018-04-10 08:51:36 INFO |  -> Selected 1459 entries ( 31.4711 % ). Overall 135544 ( 7.53022 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:36 INFO | Using training file (123/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000039.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:36 INFO |  -> Pre-selected 4668 entries from 6179 ( 75.5462 % )
2018-04-10 08:51:37 INFO |  -> Selected 2055 entries ( 33.2578 % ). Overall 136988 ( 7.61044 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:37 INFO | Using training file (124/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000002.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:37 INFO |  -> Pre-selected 1702 entries from 2280 ( 74.6491 % )
2018-04-10 08:51:37 INFO |  -> Selected 773 entries ( 33.9035 % ). Overall 137535 ( 7.64083 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:37 INFO | Using training file (125/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000006.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:37 INFO |  -> Pre-selected 3576 entries from 4810 ( 74.3451 % )
2018-04-10 08:51:37 INFO |  -> Selected 1613 entries ( 33.5343 % ). Overall 138658 ( 7.70322 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:37 INFO | Using training file (126/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000053.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:37 INFO |  -> Pre-selected 4691 entries from 6229 ( 75.309 % )
2018-04-10 08:51:38 INFO |  -> Selected 1809 entries ( 29.0416 % ). Overall 139912 ( 7.77289 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:38 INFO | Using training file (127/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000049.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:38 INFO |  -> Pre-selected 4838 entries from 6353 ( 76.153 % )
2018-04-10 08:51:39 INFO |  -> Selected 2068 entries ( 32.5516 % ). Overall 141326 ( 7.85144 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:39 INFO | Using training file (128/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000038.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:39 INFO |  -> Pre-selected 4439 entries from 5931 ( 74.844 % )
2018-04-10 08:51:39 INFO |  -> Selected 1830 entries ( 30.8548 % ). Overall 142577 ( 7.92094 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:39 INFO | Using training file (129/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000086.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:39 INFO |  -> Pre-selected 4688 entries from 6212 ( 75.4668 % )
2018-04-10 08:51:40 INFO |  -> Selected 1947 entries ( 31.3426 % ). Overall 143923 ( 7.99572 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:40 INFO | Using training file (130/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000046.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:40 INFO |  -> Pre-selected 4347 entries from 5756 ( 75.5212 % )
2018-04-10 08:51:41 INFO |  -> Selected 1766 entries ( 30.681 % ). Overall 145175 ( 8.06528 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:41 INFO | Using training file (131/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000038.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:41 INFO |  -> Pre-selected 3604 entries from 4812 ( 74.8961 % )
2018-04-10 08:51:41 INFO |  -> Selected 1449 entries ( 30.1122 % ). Overall 146175 ( 8.12083 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:41 INFO | Using training file (132/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000032.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:41 INFO |  -> Pre-selected 4715 entries from 6256 ( 75.3676 % )
2018-04-10 08:51:42 INFO |  -> Selected 2074 entries ( 33.1522 % ). Overall 147602 ( 8.20011 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:42 INFO | Using training file (133/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000094.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:42 INFO |  -> Pre-selected 4633 entries from 6191 ( 74.8344 % )
2018-04-10 08:51:42 INFO |  -> Selected 1820 entries ( 29.3975 % ). Overall 148837 ( 8.26872 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:42 INFO | Using training file (134/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000112.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:42 INFO |  -> Pre-selected 4793 entries from 6343 ( 75.5636 % )
2018-04-10 08:51:43 INFO |  -> Selected 2007 entries ( 31.6412 % ). Overall 150232 ( 8.34622 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:43 INFO | Using training file (135/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000089.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:43 INFO |  -> Pre-selected 4711 entries from 6159 ( 76.4897 % )
2018-04-10 08:51:44 INFO |  -> Selected 1997 entries ( 32.4241 % ). Overall 151624 ( 8.42356 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:44 INFO | Using training file (136/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000104.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:44 INFO |  -> Pre-selected 4466 entries from 6054 ( 73.7694 % )
2018-04-10 08:51:44 INFO |  -> Selected 1735 entries ( 28.6587 % ). Overall 152849 ( 8.49161 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:44 INFO | Using training file (137/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000039.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:44 INFO |  -> Pre-selected 4460 entries from 5967 ( 74.7444 % )
2018-04-10 08:51:45 INFO |  -> Selected 1895 entries ( 31.758 % ). Overall 154144 ( 8.56356 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:45 INFO | Using training file (138/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000040.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:45 INFO |  -> Pre-selected 3808 entries from 5014 ( 75.9473 % )
2018-04-10 08:51:45 INFO |  -> Selected 1579 entries ( 31.4918 % ). Overall 155260 ( 8.62556 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:45 INFO | Using training file (139/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000091.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:45 INFO |  -> Pre-selected 4688 entries from 6202 ( 75.5885 % )
2018-04-10 08:51:46 INFO |  -> Selected 1959 entries ( 31.5866 % ). Overall 156601 ( 8.70006 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:46 INFO | Using training file (140/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000030.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:46 INFO |  -> Pre-selected 4802 entries from 6334 ( 75.8131 % )
2018-04-10 08:51:47 INFO |  -> Selected 2031 entries ( 32.065 % ). Overall 158034 ( 8.77967 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:47 INFO | Using training file (141/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000026.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:47 INFO |  -> Pre-selected 1724 entries from 2324 ( 74.1824 % )
2018-04-10 08:51:47 INFO |  -> Selected 678 entries ( 29.1738 % ). Overall 158491 ( 8.80506 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:47 INFO | Using training file (142/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000079.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:47 INFO |  -> Pre-selected 4437 entries from 5887 ( 75.3695 % )
2018-04-10 08:51:48 INFO |  -> Selected 1796 entries ( 30.5079 % ). Overall 159724 ( 8.87356 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:48 INFO | Using training file (143/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000087.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:48 INFO |  -> Pre-selected 4901 entries from 6458 ( 75.8904 % )
2018-04-10 08:51:48 INFO |  -> Selected 1974 entries ( 30.5667 % ). Overall 161060 ( 8.94778 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:48 INFO | Using training file (144/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000073.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:48 INFO |  -> Pre-selected 4509 entries from 5936 ( 75.9602 % )
2018-04-10 08:51:49 INFO |  -> Selected 1815 entries ( 30.5761 % ). Overall 162312 ( 9.01733 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:49 INFO | Using training file (145/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000088.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:49 INFO |  -> Pre-selected 4489 entries from 5962 ( 75.2935 % )
2018-04-10 08:51:49 INFO |  -> Selected 1813 entries ( 30.4093 % ). Overall 163571 ( 9.08728 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:49 INFO | Using training file (146/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000068.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:50 INFO |  -> Pre-selected 4164 entries from 5480 ( 75.9854 % )
2018-04-10 08:51:50 INFO |  -> Selected 1721 entries ( 31.4051 % ). Overall 164778 ( 9.15433 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:50 INFO | Using training file (147/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000073.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:50 INFO |  -> Pre-selected 3757 entries from 4997 ( 75.1851 % )
2018-04-10 08:51:51 INFO |  -> Selected 1584 entries ( 31.699 % ). Overall 165870 ( 9.215 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:51 INFO | Using training file (148/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000098.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:51 INFO |  -> Pre-selected 4585 entries from 6101 ( 75.1516 % )
2018-04-10 08:51:51 INFO |  -> Selected 1877 entries ( 30.7654 % ). Overall 167130 ( 9.285 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:51 INFO | Using training file (149/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000102.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:51 INFO |  -> Pre-selected 4557 entries from 6099 ( 74.7172 % )
2018-04-10 08:51:52 INFO |  -> Selected 1790 entries ( 29.3491 % ). Overall 168365 ( 9.35361 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:52 INFO | Using training file (150/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000056.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:52 INFO |  -> Pre-selected 4594 entries from 6062 ( 75.7836 % )
2018-04-10 08:51:52 INFO |  -> Selected 1906 entries ( 31.4418 % ). Overall 169649 ( 9.42494 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:52 INFO | Using training file (151/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000044.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:52 INFO |  -> Pre-selected 3496 entries from 4582 ( 76.2986 % )
2018-04-10 08:51:53 INFO |  -> Selected 1379 entries ( 30.096 % ). Overall 170583 ( 9.47683 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:53 INFO | Using training file (152/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000048.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:53 INFO |  -> Pre-selected 4640 entries from 6229 ( 74.4903 % )
2018-04-10 08:51:54 INFO |  -> Selected 2007 entries ( 32.2203 % ). Overall 171965 ( 9.55361 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:54 INFO | Using training file (153/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000018.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:54 INFO |  -> Pre-selected 1745 entries from 2347 ( 74.3502 % )
2018-04-10 08:51:54 INFO |  -> Selected 674 entries ( 28.7175 % ). Overall 172421 ( 9.57894 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:54 INFO | Using training file (154/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000095.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:54 INFO |  -> Pre-selected 4541 entries from 6047 ( 75.0951 % )
2018-04-10 08:51:54 INFO |  -> Selected 1973 entries ( 32.6277 % ). Overall 173766 ( 9.65367 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:54 INFO | Using training file (155/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000043.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:55 INFO |  -> Pre-selected 2248 entries from 3051 ( 73.6808 % )
2018-04-10 08:51:55 INFO |  -> Selected 986 entries ( 32.3173 % ). Overall 174436 ( 9.69089 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:55 INFO | Using training file (156/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000084.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:55 INFO |  -> Pre-selected 3599 entries from 4734 ( 76.0245 % )
2018-04-10 08:51:55 INFO |  -> Selected 1593 entries ( 33.6502 % ). Overall 175513 ( 9.75072 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:55 INFO | Using training file (157/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000014.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:55 INFO |  -> Pre-selected 4565 entries from 6019 ( 75.8432 % )
2018-04-10 08:51:56 INFO |  -> Selected 1769 entries ( 29.3903 % ). Overall 176737 ( 9.81872 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:56 INFO | Using training file (158/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000082.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:56 INFO |  -> Pre-selected 4667 entries from 6236 ( 74.8396 % )
2018-04-10 08:51:57 INFO |  -> Selected 1954 entries ( 31.3342 % ). Overall 178106 ( 9.89478 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:57 INFO | Using training file (159/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000061.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:57 INFO |  -> Pre-selected 3332 entries from 4438 ( 75.0789 % )
2018-04-10 08:51:57 INFO |  -> Selected 1327 entries ( 29.9009 % ). Overall 179046 ( 9.947 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:57 INFO | Using training file (160/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000015.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:57 INFO |  -> Pre-selected 1631 entries from 2221 ( 73.4354 % )
2018-04-10 08:51:57 INFO |  -> Selected 665 entries ( 29.9415 % ). Overall 179505 ( 9.9725 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:57 INFO | Using training file (161/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000049.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:57 INFO |  -> Pre-selected 3393 entries from 4468 ( 75.94 % )
2018-04-10 08:51:58 INFO |  -> Selected 1297 entries ( 29.0286 % ). Overall 180422 ( 10.0234 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:58 INFO | Using training file (162/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000104.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:58 INFO |  -> Pre-selected 3566 entries from 4766 ( 74.8217 % )
2018-04-10 08:51:58 INFO |  -> Selected 1577 entries ( 33.0885 % ). Overall 181495 ( 10.0831 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:58 INFO | Using training file (163/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000021.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:58 INFO |  -> Pre-selected 4572 entries from 6085 ( 75.1356 % )
2018-04-10 08:51:59 INFO |  -> Selected 1843 entries ( 30.2876 % ). Overall 182736 ( 10.152 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:51:59 INFO | Using training file (164/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000025.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:51:59 INFO |  -> Pre-selected 4675 entries from 6265 ( 74.6209 % )
2018-04-10 08:52:00 INFO |  -> Selected 2047 entries ( 32.6736 % ). Overall 184159 ( 10.2311 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:00 INFO | Using training file (165/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000105.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:00 INFO |  -> Pre-selected 4663 entries from 6178 ( 75.4775 % )
2018-04-10 08:52:00 INFO |  -> Selected 1860 entries ( 30.1068 % ). Overall 185456 ( 10.3031 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:00 INFO | Using training file (166/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000024.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:00 INFO |  -> Pre-selected 3472 entries from 4630 ( 74.9892 % )
2018-04-10 08:52:01 INFO |  -> Selected 1371 entries ( 29.6112 % ). Overall 186427 ( 10.3571 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:01 INFO | Using training file (167/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000047.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:01 INFO |  -> Pre-selected 4553 entries from 5994 ( 75.9593 % )
2018-04-10 08:52:02 INFO |  -> Selected 1938 entries ( 32.3323 % ). Overall 187785 ( 10.4325 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:02 INFO | Using training file (168/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000083.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:02 INFO |  -> Pre-selected 3971 entries from 5296 ( 74.9811 % )
2018-04-10 08:52:02 INFO |  -> Selected 1572 entries ( 29.6828 % ). Overall 188884 ( 10.4936 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:02 INFO | Using training file (169/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000016.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:02 INFO |  -> Pre-selected 4761 entries from 6283 ( 75.7759 % )
2018-04-10 08:52:03 INFO |  -> Selected 2034 entries ( 32.3731 % ). Overall 190260 ( 10.57 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:03 INFO | Using training file (170/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000058.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:03 INFO |  -> Pre-selected 4552 entries from 6083 ( 74.8315 % )
2018-04-10 08:52:03 INFO |  -> Selected 1772 entries ( 29.1304 % ). Overall 191470 ( 10.6372 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:03 INFO | Using training file (171/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000103.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:03 INFO |  -> Pre-selected 3199 entries from 4334 ( 73.8117 % )
2018-04-10 08:52:04 INFO |  -> Selected 1288 entries ( 29.7185 % ). Overall 192372 ( 10.6873 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:04 INFO | Using training file (172/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000014.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:04 INFO |  -> Pre-selected 3259 entries from 4356 ( 74.8163 % )
2018-04-10 08:52:04 INFO |  -> Selected 1248 entries ( 28.6501 % ). Overall 193254 ( 10.7363 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:04 INFO | Using training file (173/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000004.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:04 INFO |  -> Pre-selected 1644 entries from 2239 ( 73.4256 % )
2018-04-10 08:52:05 INFO |  -> Selected 682 entries ( 30.46 % ). Overall 193736 ( 10.7631 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:05 INFO | Using training file (174/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000074.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:05 INFO |  -> Pre-selected 3488 entries from 4711 ( 74.0395 % )
2018-04-10 08:52:05 INFO |  -> Selected 1560 entries ( 33.114 % ). Overall 194812 ( 10.8229 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:05 INFO | Using training file (175/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000045.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:05 INFO |  -> Pre-selected 4626 entries from 6126 ( 75.5142 % )
2018-04-10 08:52:06 INFO |  -> Selected 1892 entries ( 30.8848 % ). Overall 196120 ( 10.8956 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:06 INFO | Using training file (176/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000114.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:06 INFO |  -> Pre-selected 4806 entries from 6312 ( 76.1407 % )
2018-04-10 08:52:06 INFO |  -> Selected 2030 entries ( 32.161 % ). Overall 197521 ( 10.9734 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:06 INFO | Using training file (177/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000022.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:06 INFO |  -> Pre-selected 1717 entries from 2291 ( 74.9454 % )
2018-04-10 08:52:07 INFO |  -> Selected 670 entries ( 29.2449 % ). Overall 197959 ( 10.9977 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:07 INFO | Using training file (178/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000027.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:07 INFO |  -> Pre-selected 4682 entries from 6205 ( 75.4553 % )
2018-04-10 08:52:07 INFO |  -> Selected 1875 entries ( 30.2176 % ). Overall 199274 ( 11.0708 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:07 INFO | Using training file (179/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000026.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:07 INFO |  -> Pre-selected 4420 entries from 5880 ( 75.1701 % )
2018-04-10 08:52:08 INFO |  -> Selected 1616 entries ( 27.483 % ). Overall 200409 ( 11.1338 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:08 INFO | Using training file (180/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000017.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:08 INFO |  -> Pre-selected 4781 entries from 6277 ( 76.167 % )
2018-04-10 08:52:09 INFO |  -> Selected 1955 entries ( 31.1455 % ). Overall 201762 ( 11.209 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:09 INFO | Using training file (181/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000008.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:09 INFO |  -> Pre-selected 4481 entries from 6012 ( 74.5343 % )
2018-04-10 08:52:09 INFO |  -> Selected 1881 entries ( 31.2874 % ). Overall 203059 ( 11.2811 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:09 INFO | Using training file (182/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000071.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:09 INFO |  -> Pre-selected 4189 entries from 5545 ( 75.5455 % )
2018-04-10 08:52:10 INFO |  -> Selected 1852 entries ( 33.3995 % ). Overall 204351 ( 11.3528 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:10 INFO | Using training file (183/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000077.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:10 INFO |  -> Pre-selected 4739 entries from 6302 ( 75.1983 % )
2018-04-10 08:52:10 INFO |  -> Selected 2038 entries ( 32.3389 % ). Overall 205785 ( 11.4325 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:10 INFO | Using training file (184/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000033.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:11 INFO |  -> Pre-selected 3301 entries from 4293 ( 76.8926 % )
2018-04-10 08:52:11 INFO |  -> Selected 1399 entries ( 32.5879 % ). Overall 206751 ( 11.4862 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:11 INFO | Using training file (185/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000003.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:11 INFO |  -> Pre-selected 4533 entries from 6049 ( 74.938 % )
2018-04-10 08:52:12 INFO |  -> Selected 1848 entries ( 30.5505 % ). Overall 207994 ( 11.5552 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:12 INFO | Using training file (186/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000009.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:12 INFO |  -> Pre-selected 2411 entries from 3186 ( 75.6748 % )
2018-04-10 08:52:12 INFO |  -> Selected 904 entries ( 28.3741 % ). Overall 208609 ( 11.5894 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:12 INFO | Using training file (187/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000090.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:12 INFO |  -> Pre-selected 4756 entries from 6298 ( 75.516 % )
2018-04-10 08:52:13 INFO |  -> Selected 1893 entries ( 30.0572 % ). Overall 209890 ( 11.6606 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:13 INFO | Using training file (188/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000010.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:13 INFO |  -> Pre-selected 4606 entries from 6117 ( 75.2983 % )
2018-04-10 08:52:13 INFO |  -> Selected 1860 entries ( 30.4071 % ). Overall 211182 ( 11.7323 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:13 INFO | Using training file (189/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000052.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:13 INFO |  -> Pre-selected 4589 entries from 6099 ( 75.2418 % )
2018-04-10 08:52:14 INFO |  -> Selected 1905 entries ( 31.2346 % ). Overall 212492 ( 11.8051 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:14 INFO | Using training file (190/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000032.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:14 INFO |  -> Pre-selected 4506 entries from 5952 ( 75.7056 % )
2018-04-10 08:52:14 INFO |  -> Selected 1764 entries ( 29.6371 % ). Overall 213729 ( 11.8738 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:14 INFO | Using training file (191/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000029.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:14 INFO |  -> Pre-selected 4559 entries from 6172 ( 73.8658 % )
2018-04-10 08:52:15 INFO |  -> Selected 1752 entries ( 28.3863 % ). Overall 214939 ( 11.9411 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:15 INFO | Using training file (192/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000057.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:15 INFO |  -> Pre-selected 4590 entries from 6098 ( 75.2706 % )
2018-04-10 08:52:16 INFO |  -> Selected 1928 entries ( 31.6169 % ). Overall 216284 ( 12.0158 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:16 INFO | Using training file (193/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000013.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:16 INFO |  -> Pre-selected 4593 entries from 6121 ( 75.0368 % )
2018-04-10 08:52:16 INFO |  -> Selected 1876 entries ( 30.6486 % ). Overall 217582 ( 12.0879 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:17 INFO | Using training file (194/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000001.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:17 INFO |  -> Pre-selected 4609 entries from 6106 ( 75.4831 % )
2018-04-10 08:52:17 INFO |  -> Selected 1953 entries ( 31.9849 % ). Overall 218945 ( 12.1636 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:17 INFO | Using training file (195/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000013.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:17 INFO |  -> Pre-selected 4902 entries from 6554 ( 74.794 % )
2018-04-10 08:52:18 INFO |  -> Selected 2070 entries ( 31.5838 % ). Overall 220399 ( 12.2444 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:18 INFO | Using training file (196/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000078.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:18 INFO |  -> Pre-selected 4796 entries from 6339 ( 75.6586 % )
2018-04-10 08:52:18 INFO |  -> Selected 2057 entries ( 32.4499 % ). Overall 221772 ( 12.3207 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:18 INFO | Using training file (197/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000070.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:18 INFO |  -> Pre-selected 4401 entries from 5862 ( 75.0768 % )
2018-04-10 08:52:19 INFO |  -> Selected 1811 entries ( 30.8939 % ). Overall 223019 ( 12.3899 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:19 INFO | Using training file (198/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000076.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:19 INFO |  -> Pre-selected 4831 entries from 6329 ( 76.3312 % )
2018-04-10 08:52:20 INFO |  -> Selected 2059 entries ( 32.5328 % ). Overall 224426 ( 12.4681 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:20 INFO | Using training file (199/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000101.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:20 INFO |  -> Pre-selected 4821 entries from 6378 ( 75.588 % )
2018-04-10 08:52:20 INFO |  -> Selected 2008 entries ( 31.4832 % ). Overall 225791 ( 12.5439 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:20 INFO | Using training file (200/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000036.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:20 INFO |  -> Pre-selected 4399 entries from 5893 ( 74.6479 % )
2018-04-10 08:52:21 INFO |  -> Selected 1792 entries ( 30.409 % ). Overall 227008 ( 12.6116 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:21 INFO | Using training file (201/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000041.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:21 INFO |  -> Pre-selected 4775 entries from 6321 ( 75.5418 % )
2018-04-10 08:52:22 INFO |  -> Selected 1960 entries ( 31.0078 % ). Overall 228379 ( 12.6877 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:22 INFO | Using training file (202/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000009.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:22 INFO |  -> Pre-selected 1698 entries from 2273 ( 74.703 % )
2018-04-10 08:52:22 INFO |  -> Selected 678 entries ( 29.8284 % ). Overall 228847 ( 12.7137 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:22 INFO | Using training file (203/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000072.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:22 INFO |  -> Pre-selected 4557 entries from 6101 ( 74.6927 % )
2018-04-10 08:52:22 INFO |  -> Selected 1923 entries ( 31.5194 % ). Overall 230177 ( 12.7876 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:22 INFO | Using training file (204/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000022.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:23 INFO |  -> Pre-selected 4471 entries from 5950 ( 75.1429 % )
2018-04-10 08:52:23 INFO |  -> Selected 1897 entries ( 31.8824 % ). Overall 231488 ( 12.8604 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:23 INFO | Using training file (205/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000083.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:23 INFO |  -> Pre-selected 4556 entries from 6088 ( 74.8357 % )
2018-04-10 08:52:24 INFO |  -> Selected 1721 entries ( 28.2687 % ). Overall 232708 ( 12.9282 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:24 INFO | Using training file (206/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000034.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:24 INFO |  -> Pre-selected 3665 entries from 4805 ( 76.2747 % )
2018-04-10 08:52:24 INFO |  -> Selected 1489 entries ( 30.9886 % ). Overall 233768 ( 12.9871 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:24 INFO | Using training file (207/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000042.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:24 INFO |  -> Pre-selected 4427 entries from 5897 ( 75.0721 % )
2018-04-10 08:52:25 INFO |  -> Selected 1722 entries ( 29.2013 % ). Overall 234951 ( 13.0528 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:25 INFO | Using training file (208/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000068.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:25 INFO |  -> Pre-selected 2264 entries from 3002 ( 75.4164 % )
2018-04-10 08:52:25 INFO |  -> Selected 857 entries ( 28.5476 % ). Overall 235538 ( 13.0854 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:25 INFO | Using training file (209/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000037.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:25 INFO |  -> Pre-selected 4666 entries from 6214 ( 75.0885 % )
2018-04-10 08:52:26 INFO |  -> Selected 1775 entries ( 28.5645 % ). Overall 236790 ( 13.155 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:26 INFO | Using training file (210/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000001.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:26 INFO |  -> Pre-selected 4703 entries from 6231 ( 75.4775 % )
2018-04-10 08:52:27 INFO |  -> Selected 1910 entries ( 30.6532 % ). Overall 238124 ( 13.2291 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:27 INFO | Using training file (211/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000028.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:27 INFO |  -> Pre-selected 4572 entries from 6039 ( 75.7079 % )
2018-04-10 08:52:27 INFO |  -> Selected 1943 entries ( 32.1742 % ). Overall 239475 ( 13.3042 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:27 INFO | Using training file (212/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000103.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:27 INFO |  -> Pre-selected 4724 entries from 6245 ( 75.6445 % )
2018-04-10 08:52:28 INFO |  -> Selected 2020 entries ( 32.3459 % ). Overall 240866 ( 13.3814 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:28 INFO | Using training file (213/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000051.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:28 INFO |  -> Pre-selected 3401 entries from 4533 ( 75.0276 % )
2018-04-10 08:52:28 INFO |  -> Selected 1307 entries ( 28.833 % ). Overall 241779 ( 13.4322 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:28 INFO | Using training file (214/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000006.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:28 INFO |  -> Pre-selected 1705 entries from 2238 ( 76.1841 % )
2018-04-10 08:52:29 INFO |  -> Selected 755 entries ( 33.7355 % ). Overall 242331 ( 13.4628 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:29 INFO | Using training file (215/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000062.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:29 INFO |  -> Pre-selected 4537 entries from 5987 ( 75.7809 % )
2018-04-10 08:52:29 INFO |  -> Selected 1735 entries ( 28.9795 % ). Overall 243531 ( 13.5295 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:29 INFO | Using training file (216/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000099.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:29 INFO |  -> Pre-selected 4486 entries from 6039 ( 74.2838 % )
2018-04-10 08:52:30 INFO |  -> Selected 1859 entries ( 30.7832 % ). Overall 244838 ( 13.6021 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:30 INFO | Using training file (217/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000095.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:30 INFO |  -> Pre-selected 4508 entries from 6004 ( 75.0833 % )
2018-04-10 08:52:30 INFO |  -> Selected 1802 entries ( 30.0133 % ). Overall 246076 ( 13.6709 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:30 INFO | Using training file (218/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000050.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:30 INFO |  -> Pre-selected 4714 entries from 6206 ( 75.9587 % )
2018-04-10 08:52:31 INFO |  -> Selected 1770 entries ( 28.5208 % ). Overall 247324 ( 13.7402 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:31 INFO | Using training file (219/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000043.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:31 INFO |  -> Pre-selected 3325 entries from 4445 ( 74.8031 % )
2018-04-10 08:52:32 INFO |  -> Selected 1234 entries ( 27.7615 % ). Overall 248152 ( 13.7862 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:32 INFO | Using training file (220/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000077.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:32 INFO |  -> Pre-selected 4250 entries from 5707 ( 74.4699 % )
2018-04-10 08:52:32 INFO |  -> Selected 1847 entries ( 32.3638 % ). Overall 249447 ( 13.8582 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:32 INFO | Using training file (221/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000011.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:32 INFO |  -> Pre-selected 4801 entries from 6301 ( 76.1943 % )
2018-04-10 08:52:33 INFO |  -> Selected 1988 entries ( 31.5505 % ). Overall 250825 ( 13.9347 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:33 INFO | Using training file (222/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000014.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:33 INFO |  -> Pre-selected 1707 entries from 2291 ( 74.5089 % )
2018-04-10 08:52:33 INFO |  -> Selected 789 entries ( 34.4391 % ). Overall 251360 ( 13.9644 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:33 INFO | Using training file (223/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000064.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:33 INFO |  -> Pre-selected 4581 entries from 6097 ( 75.1353 % )
2018-04-10 08:52:34 INFO |  -> Selected 1998 entries ( 32.7702 % ). Overall 252739 ( 14.0411 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:34 INFO | Using training file (224/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000065.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:34 INFO |  -> Pre-selected 4383 entries from 5851 ( 74.9103 % )
2018-04-10 08:52:34 INFO |  -> Selected 1655 entries ( 28.2858 % ). Overall 253839 ( 14.1022 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:34 INFO | Using training file (225/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000040.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:34 INFO |  -> Pre-selected 3590 entries from 4764 ( 75.3568 % )
2018-04-10 08:52:35 INFO |  -> Selected 1343 entries ( 28.1906 % ). Overall 254755 ( 14.1531 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:35 INFO | Using training file (226/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000065.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:35 INFO |  -> Pre-selected 4697 entries from 6218 ( 75.5388 % )
2018-04-10 08:52:36 INFO |  -> Selected 2022 entries ( 32.5185 % ). Overall 256154 ( 14.2308 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:36 INFO | Using training file (227/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000017.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:36 INFO |  -> Pre-selected 1696 entries from 2289 ( 74.0935 % )
2018-04-10 08:52:36 INFO |  -> Selected 679 entries ( 29.6636 % ). Overall 256624 ( 14.2569 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:36 INFO | Using training file (228/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000107.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:36 INFO |  -> Pre-selected 1148 entries from 1487 ( 77.2024 % )
2018-04-10 08:52:36 INFO |  -> Selected 509 entries ( 34.23 % ). Overall 256975 ( 14.2764 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:36 INFO | Using training file (229/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000113.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:36 INFO |  -> Pre-selected 3518 entries from 4659 ( 75.5098 % )
2018-04-10 08:52:37 INFO |  -> Selected 1500 entries ( 32.1958 % ). Overall 258013 ( 14.3341 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:37 INFO | Using training file (230/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000080.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:37 INFO |  -> Pre-selected 4587 entries from 6066 ( 75.6182 % )
2018-04-10 08:52:37 INFO |  -> Selected 2076 entries ( 34.2235 % ). Overall 259430 ( 14.4128 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:37 INFO | Using training file (231/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000084.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:37 INFO |  -> Pre-selected 4257 entries from 5670 ( 75.0794 % )
2018-04-10 08:52:38 INFO |  -> Selected 1725 entries ( 30.4233 % ). Overall 260633 ( 14.4796 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:38 INFO | Using training file (232/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000069.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:38 INFO |  -> Pre-selected 1199 entries from 1630 ( 73.5583 % )
2018-04-10 08:52:38 INFO |  -> Selected 469 entries ( 28.773 % ). Overall 260968 ( 14.4982 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:38 INFO | Using training file (233/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000109.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:38 INFO |  -> Pre-selected 4704 entries from 6249 ( 75.276 % )
2018-04-10 08:52:39 INFO |  -> Selected 1914 entries ( 30.6289 % ). Overall 262280 ( 14.5711 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:39 INFO | Using training file (234/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000012.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:39 INFO |  -> Pre-selected 4730 entries from 6249 ( 75.6921 % )
2018-04-10 08:52:39 INFO |  -> Selected 1989 entries ( 31.8291 % ). Overall 263651 ( 14.6473 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:39 INFO | Using training file (235/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000031.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:39 INFO |  -> Pre-selected 4369 entries from 5942 ( 73.5274 % )
2018-04-10 08:52:40 INFO |  -> Selected 1817 entries ( 30.5789 % ). Overall 264902 ( 14.7168 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:40 INFO | Using training file (236/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000081.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:40 INFO |  -> Pre-selected 1061 entries from 1438 ( 73.783 % )
2018-04-10 08:52:40 INFO |  -> Selected 416 entries ( 28.9291 % ). Overall 265192 ( 14.7329 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:40 INFO | Using training file (237/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000042.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:40 INFO |  -> Pre-selected 1062 entries from 1430 ( 74.2657 % )
2018-04-10 08:52:40 INFO |  -> Selected 482 entries ( 33.7063 % ). Overall 265529 ( 14.7516 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:40 INFO | Using training file (238/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000003.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:40 INFO |  -> Pre-selected 1735 entries from 2277 ( 76.1968 % )
2018-04-10 08:52:41 INFO |  -> Selected 709 entries ( 31.1375 % ). Overall 266012 ( 14.7784 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:41 INFO | Using training file (239/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000094.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:41 INFO |  -> Pre-selected 4449 entries from 5936 ( 74.9495 % )
2018-04-10 08:52:41 INFO |  -> Selected 1887 entries ( 31.7891 % ). Overall 267297 ( 14.8498 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:41 INFO | Using training file (240/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000106.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:41 INFO |  -> Pre-selected 3750 entries from 5020 ( 74.7012 % )
2018-04-10 08:52:42 INFO |  -> Selected 1514 entries ( 30.1594 % ). Overall 268324 ( 14.9069 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:42 INFO | Using training file (241/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000008.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:42 INFO |  -> Pre-selected 4513 entries from 6084 ( 74.1782 % )
2018-04-10 08:52:42 INFO |  -> Selected 1856 entries ( 30.5062 % ). Overall 269613 ( 14.9785 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:42 INFO | Using training file (242/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000021.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:42 INFO |  -> Pre-selected 4493 entries from 5954 ( 75.4619 % )
2018-04-10 08:52:43 INFO |  -> Selected 1937 entries ( 32.5328 % ). Overall 271011 ( 15.0562 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:43 INFO | Using training file (243/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000109.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:43 INFO |  -> Pre-selected 4676 entries from 6203 ( 75.3829 % )
2018-04-10 08:52:43 INFO |  -> Selected 1892 entries ( 30.5014 % ). Overall 272293 ( 15.1274 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:43 INFO | Using training file (244/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000033.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:43 INFO |  -> Pre-selected 3411 entries from 4520 ( 75.4646 % )
2018-04-10 08:52:44 INFO |  -> Selected 1428 entries ( 31.5929 % ). Overall 273289 ( 15.1827 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:44 INFO | Using training file (245/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000100.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:44 INFO |  -> Pre-selected 4617 entries from 6055 ( 76.251 % )
2018-04-10 08:52:44 INFO |  -> Selected 1981 entries ( 32.7168 % ). Overall 274643 ( 15.2579 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:44 INFO | Using training file (246/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000048.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:45 INFO |  -> Pre-selected 4770 entries from 6377 ( 74.8001 % )
2018-04-10 08:52:45 INFO |  -> Selected 1889 entries ( 29.6221 % ). Overall 275932 ( 15.3296 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:45 INFO | Using training file (247/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000007.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:45 INFO |  -> Pre-selected 4763 entries from 6289 ( 75.7354 % )
2018-04-10 08:52:46 INFO |  -> Selected 1933 entries ( 30.7362 % ). Overall 277273 ( 15.4041 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:46 INFO | Using training file (248/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000001.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:46 INFO |  -> Pre-selected 1647 entries from 2189 ( 75.2398 % )
2018-04-10 08:52:46 INFO |  -> Selected 737 entries ( 33.6683 % ). Overall 277787 ( 15.4326 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:46 INFO | Using training file (249/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000100.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:46 INFO |  -> Pre-selected 3458 entries from 4509 ( 76.6911 % )
2018-04-10 08:52:46 INFO |  -> Selected 1409 entries ( 31.2486 % ). Overall 278754 ( 15.4863 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:46 INFO | Using training file (250/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000102.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:46 INFO |  -> Pre-selected 4656 entries from 6158 ( 75.609 % )
2018-04-10 08:52:47 INFO |  -> Selected 1863 entries ( 30.2533 % ). Overall 280024 ( 15.5569 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:47 INFO | Using training file (251/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000002.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:47 INFO |  -> Pre-selected 3452 entries from 4627 ( 74.6056 % )
2018-04-10 08:52:47 INFO |  -> Selected 1374 entries ( 29.6953 % ). Overall 280995 ( 15.6108 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:47 INFO | Using training file (252/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000005.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:48 INFO |  -> Pre-selected 1674 entries from 2209 ( 75.7809 % )
2018-04-10 08:52:48 INFO |  -> Selected 744 entries ( 33.6804 % ). Overall 281510 ( 15.6394 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:48 INFO | Using training file (253/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000024.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:48 INFO |  -> Pre-selected 4007 entries from 5289 ( 75.761 % )
2018-04-10 08:52:48 INFO |  -> Selected 1727 entries ( 32.6527 % ). Overall 282726 ( 15.707 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:48 INFO | Using training file (254/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000019.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:48 INFO |  -> Pre-selected 4532 entries from 6042 ( 75.0083 % )
2018-04-10 08:52:49 INFO |  -> Selected 1874 entries ( 31.0162 % ). Overall 284009 ( 15.7783 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:49 INFO | Using training file (255/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000089.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 08:52:49 INFO |  -> Pre-selected 3329 entries from 4442 ( 74.9437 % )
2018-04-10 08:52:49 INFO |  -> Selected 1355 entries ( 30.5043 % ). Overall 284959 ( 15.8311 % ) of required 1800000 non-ghost training entries.
2018-04-10 08:52:49 INFO | Considered 1000147 tracks for input to MVA training
2018-04-10 08:52:49 INFO |   Sel. Eff. = 41.1949%
2018-04-10 08:52:49 INFO | Selected 288095/122535 tracks for input to MVA training/testing
2018-04-10 08:52:49 INFO |   Ghost percentage = 1.08853%
2018-04-10 08:52:49 INFO |   Electron percentage = 0.727538%
2018-04-10 08:52:49 INFO |   Muon percentage = 0.286711%
2018-04-10 08:52:49 INFO |   Pion percentage = 64.9019%
2018-04-10 08:52:49 INFO |   Kaon percentage = 4.94351%
2018-04-10 08:52:49 INFO |   Proton percentage = 2.82303%
2018-04-10 08:52:49 WARN | Unknown Particle type 3112
2018-04-10 08:52:49 INFO |   'PDG=3112' percentage = 0.099967%
2018-04-10 08:52:49 WARN | Unknown Particle type 3222
2018-04-10 08:52:49 INFO |   'PDG=3222' percentage = 0.0864298%
2018-04-10 08:52:49 WARN | Unknown Particle type 3312
2018-04-10 08:52:49 INFO |   'PDG=3312' percentage = 0.0406116%
2018-04-10 08:52:49 INFO |   Deuteron percentage = 25.0001%
2018-04-10 08:52:49 INFO | Skipped 1 contributions below 0.01%
                         : Add Tree TrainAssignTree_Signal of type Signal with 72024 events
                         : Add Tree TestAssignTree_Signal of type Signal with 30967 events
                         : Add Tree TrainAssignTree_Background of type Background with 216071 events
                         : Add Tree TestAssignTree_Background of type Background with 92948 events
                         : Dataset[GlobalPID_DataSet] : Class index : 0  name : Signal
                         : Dataset[GlobalPID_DataSet] : Class index : 1  name : Background
2018-04-10 08:52:49 INFO | Input layer has 20 nodes, hidden layer has 26 nodes
2018-04-10 08:52:49 INFO | TMVA MLP 'H:V:EpochMonitoring:HiddenLayers=26:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE'
<HEADER> Factory                  : Booking method: Deuteron_Upstream_TMVA
                         : 
<VERBOSE>                          : Parsing option string: 
<VERBOSE>                          : ... "H:V:EpochMonitoring:HiddenLayers=26:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh: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=26:UseRegulator=false:ConvergenceImprove=1e-16:ConvergenceTests=15:VarTransform=Norm:NCycles=750:NeuronType=tanh:TrainingMethod=BP:EstimatorType=CE"
<VERBOSE>                          : The following options are set:
<VERBOSE>                          : - By User:
<VERBOSE>                          :     NCycles: "750" [Number of training cycles]
<VERBOSE>                          :     HiddenLayers: "26" [Specification of hidden layer architecture]
<VERBOSE>                          :     NeuronType: "tanh" [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> Deuteron_Upstream_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 'TrackFitVeloChi2' <---> Output : variable 'TrackFitVeloChi2'
                         : Input : variable 'TrackFitVeloNDoF' <---> Output : variable 'TrackFitVeloNDoF'
                         : Input : variable 'RichUsedR1Gas' <---> Output : variable 'RichUsedR1Gas'
                         : 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 'InAccBrem' <---> Output : variable 'InAccBrem'
                         : Input : variable 'BremPIDe' <---> Output : variable 'BremPIDe'
<HEADER> Deuteron_Upstream_TMVA   : Building Network. 
                         : Initializing weights
2018-04-10 08:52:49 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            : 72024
                         : Signal     -- testing events             : 30967
                         : Signal     -- training and testing events: 102991
                         : Background -- training events            : 216071
                         : Background -- testing events             : 92948
                         : Background -- training and testing events: 309019
                         : 
<HEADER> DataSetInfo              : Correlation matrix (Signal):
                         : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                         :                         TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitVeloChi2 TrackFitVeloNDoF RichUsedR1Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt InAccBrem BremPIDe
                         :                TrackP:  +1.000  +0.714          +0.038      +0.006                +0.008           +0.017           +0.002        -0.120           -0.089           +0.041           +0.130   -0.118    -0.119   -0.125   -0.126   -0.124    -0.124    -0.120   -0.120
                         :               TrackPt:  +0.714  +1.000          +0.051      -0.012                +0.016           +0.007           -0.011        +0.032           +0.046           +0.105           +0.152   +0.034    +0.032   +0.028   +0.028   +0.029    +0.034    +0.021   +0.021
                         :       TrackChi2PerDof:  +0.038  +0.051          +1.000      +0.060                +0.470           +0.456           +0.066        +0.001           -0.007           +0.065           +0.072   +0.002    +0.001   -0.001   -0.001   -0.002    -0.000    +0.006   +0.006
                         :           TrackNumDof:  +0.006  -0.012          +0.060      +1.000                -0.111           +0.711           +0.991        +0.316           +0.313           +0.397           +0.360   +0.321    +0.318   +0.309   +0.310   +0.309    +0.310    +0.355   +0.355
                         : TrackGhostProbability:  +0.008  +0.016          +0.470      -0.111                +1.000           -0.054           -0.060        -0.041           -0.096           -0.073           -0.048   -0.043    -0.041   -0.043   -0.045   -0.046    -0.045    -0.045   -0.045
                         :      TrackFitVeloChi2:  +0.017  +0.007          +0.456      +0.711                -0.054           +1.000           +0.716        +0.229           +0.240           +0.317           +0.289   +0.233    +0.231   +0.224   +0.225   +0.225    +0.225    +0.264   +0.264
                         :      TrackFitVeloNDoF:  +0.002  -0.011          +0.066      +0.991                -0.060           +0.716           +1.000        +0.315           +0.305           +0.385           +0.348   +0.319    +0.316   +0.308   +0.309   +0.308    +0.309    +0.359   +0.359
                         :         RichUsedR1Gas:  -0.120  +0.032          +0.001      +0.316                -0.041           +0.229           +0.315        +1.000           +0.891           +0.510           +0.335   +1.000    +1.000   +0.999   +0.999   +0.999    +0.999    +0.754   +0.754
                         :      RichAbovePiThres:  -0.089  +0.046          -0.007      +0.313                -0.096           +0.240           +0.305        +0.891           +1.000           +0.573           +0.376   +0.895    +0.891   +0.892   +0.893   +0.893    +0.893    +0.669   +0.669
                         :      RichAboveKaThres:  +0.041  +0.105          +0.065      +0.397                -0.073           +0.317           +0.385        +0.510           +0.573           +1.000           +0.657   +0.521    +0.514   +0.502   +0.509   +0.509    +0.511    +0.363   +0.363
                         :      RichAbovePrThres:  +0.130  +0.152          +0.072      +0.360                -0.048           +0.289           +0.348        +0.335           +0.376           +0.657           +1.000   +0.344    +0.338   +0.321   +0.327   +0.327    +0.330    +0.213   +0.214
                         :              RichDLLe:  -0.118  +0.034          +0.002      +0.321                -0.043           +0.233           +0.319        +1.000           +0.895           +0.521           +0.344   +1.000    +1.000   +0.999   +0.999   +0.998    +0.999    +0.753   +0.753
                         :             RichDLLmu:  -0.119  +0.032          +0.001      +0.318                -0.041           +0.231           +0.316        +1.000           +0.891           +0.514           +0.338   +1.000    +1.000   +0.999   +0.999   +0.999    +0.999    +0.754   +0.754
                         :              RichDLLk:  -0.125  +0.028          -0.001      +0.309                -0.043           +0.224           +0.308        +0.999           +0.892           +0.502           +0.321   +0.999    +0.999   +1.000   +1.000   +0.999    +0.999    +0.756   +0.756
                         :              RichDLLp:  -0.126  +0.028          -0.001      +0.310                -0.045           +0.225           +0.309        +0.999           +0.893           +0.509           +0.327   +0.999    +0.999   +1.000   +1.000   +0.999    +0.999    +0.757   +0.757
                         :              RichDLLd:  -0.124  +0.029          -0.002      +0.309                -0.046           +0.225           +0.308        +0.999           +0.893           +0.509           +0.327   +0.998    +0.999   +0.999   +0.999   +1.000    +0.999    +0.758   +0.758
                         :             RichDLLbt:  -0.124  +0.034          -0.000      +0.310                -0.045           +0.225           +0.309        +0.999           +0.893           +0.511           +0.330   +0.999    +0.999   +0.999   +0.999   +0.999    +1.000    +0.760   +0.760
                         :             InAccBrem:  -0.120  +0.021          +0.006      +0.355                -0.045           +0.264           +0.359        +0.754           +0.669           +0.363           +0.213   +0.753    +0.754   +0.756   +0.757   +0.758    +0.760    +1.000   +1.000
                         :              BremPIDe:  -0.120  +0.021          +0.006      +0.355                -0.045           +0.264           +0.359        +0.754           +0.669           +0.363           +0.214   +0.753    +0.754   +0.756   +0.757   +0.758    +0.760    +1.000   +1.000
                         : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
<HEADER> DataSetInfo              : Correlation matrix (Background):
                         : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
                         :                         TrackP TrackPt TrackChi2PerDof TrackNumDof TrackGhostProbability TrackFitVeloChi2 TrackFitVeloNDoF RichUsedR1Gas RichAbovePiThres RichAboveKaThres RichAbovePrThres RichDLLe RichDLLmu RichDLLk RichDLLp RichDLLd RichDLLbt InAccBrem BremPIDe
                         :                TrackP:  +1.000  +0.657          +0.080      -0.002                +0.014           +0.016           -0.010        -0.087           +0.066           +0.157           +0.200   -0.084    -0.087   -0.087   -0.087   -0.088    -0.088    -0.151   -0.151
                         :               TrackPt:  +0.657  +1.000          +0.060      -0.015                +0.016           +0.006           -0.019        +0.012           +0.081           +0.112           +0.153   +0.013    +0.012   +0.012   +0.012   +0.012    +0.013    -0.018   -0.018
                         :       TrackChi2PerDof:  +0.080  +0.060          +1.000      +0.084                +0.266           +0.588           +0.062        +0.027           +0.172           +0.158           +0.136   +0.031    +0.026   +0.027   +0.026   +0.026    +0.026    -0.088   -0.088
                         :           TrackNumDof:  -0.002  -0.015          +0.084      +1.000                -0.145           +0.655           +0.988        +0.261           +0.277           +0.199           +0.093   +0.273    +0.262   +0.258   +0.258   +0.258    +0.258    +0.235   +0.235
                         : TrackGhostProbability:  +0.014  +0.016          +0.266      -0.145                +1.000           -0.047           -0.069        -0.120           -0.104           -0.028           +0.012   -0.115    -0.118   -0.117   -0.117   -0.117    -0.117    -0.008   -0.007
                         :      TrackFitVeloChi2:  +0.016  +0.006          +0.588      +0.655                -0.047           +1.000           +0.654        +0.184           +0.230           +0.184           +0.103   +0.191    +0.184   +0.182   +0.182   +0.181    +0.181    +0.152   +0.152
                         :      TrackFitVeloNDoF:  -0.010  -0.019          +0.062      +0.988                -0.069           +0.654           +1.000        +0.238           +0.233           +0.177           +0.079   +0.250    +0.240   +0.236   +0.235   +0.235    +0.235    +0.258   +0.258
                         :         RichUsedR1Gas:  -0.087  +0.012          +0.027      +0.261                -0.120           +0.184           +0.238        +1.000           +0.304           +0.128           +0.075   +0.999    +1.000   +1.000   +1.000   +1.000    +1.000    +0.483   +0.483
                         :      RichAbovePiThres:  +0.066  +0.081          +0.172      +0.277                -0.104           +0.230           +0.233        +0.304           +1.000           +0.423           +0.248   +0.308    +0.299   +0.297   +0.296   +0.295    +0.295    +0.062   +0.062
                         :      RichAboveKaThres:  +0.157  +0.112          +0.158      +0.199                -0.028           +0.184           +0.177        +0.128           +0.423           +1.000           +0.585   +0.142    +0.130   +0.126   +0.123   +0.121    +0.121    -0.106   -0.106
                         :      RichAbovePrThres:  +0.200  +0.153          +0.136      +0.093                +0.012           +0.103           +0.079        +0.075           +0.248           +0.585           +1.000   +0.084    +0.076   +0.077   +0.075   +0.071    +0.072    -0.103   -0.103
                         :              RichDLLe:  -0.084  +0.013          +0.031      +0.273                -0.115           +0.191           +0.250        +0.999           +0.308           +0.142           +0.084   +1.000    +0.999   +0.999   +0.999   +0.999    +0.999    +0.480   +0.479
                         :             RichDLLmu:  -0.087  +0.012          +0.026      +0.262                -0.118           +0.184           +0.240        +1.000           +0.299           +0.130           +0.076   +0.999    +1.000   +1.000   +0.999   +0.999    +0.999    +0.482   +0.482
                         :              RichDLLk:  -0.087  +0.012          +0.027      +0.258                -0.117           +0.182           +0.236        +1.000           +0.297           +0.126           +0.077   +0.999    +1.000   +1.000   +1.000   +1.000    +1.000    +0.483   +0.483
                         :              RichDLLp:  -0.087  +0.012          +0.026      +0.258                -0.117           +0.182           +0.235        +1.000           +0.296           +0.123           +0.075   +0.999    +0.999   +1.000   +1.000   +1.000    +1.000    +0.484   +0.484
                         :              RichDLLd:  -0.088  +0.012          +0.026      +0.258                -0.117           +0.181           +0.235        +1.000           +0.295           +0.121           +0.071   +0.999    +0.999   +1.000   +1.000   +1.000    +1.000    +0.484   +0.484
                         :             RichDLLbt:  -0.088  +0.013          +0.026      +0.258                -0.117           +0.181           +0.235        +1.000           +0.295           +0.121           +0.072   +0.999    +0.999   +1.000   +1.000   +1.000    +1.000    +0.484   +0.484
                         :             InAccBrem:  -0.151  -0.018          -0.088      +0.235                -0.008           +0.152           +0.258        +0.483           +0.062           -0.106           -0.103   +0.480    +0.482   +0.483   +0.484   +0.484    +0.484    +1.000   +1.000
                         :              BremPIDe:  -0.151  -0.018          -0.088      +0.235                -0.007           +0.152           +0.258        +0.483           +0.062           -0.106           -0.103   +0.479    +0.482   +0.483   +0.484   +0.484    +0.484    +1.000   +1.000
                         : ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
<HEADER> DataSetFactory           : [GlobalPID_DataSet] :  
                         : 
<HEADER> Factory                  : [GlobalPID_DataSet] : Create Transformation "I" with events from all classes.
                         : 
<HEADER>                          : Transformation, Variable selection : 
                         : Input : variable 'TrackP' <---> Output : variable 'TrackP'
                         : Input : variable 'TrackPt' <---> Output : variable 'TrackPt'
                         : Input : variable 'TrackChi2PerDof' <---> Output : variable 'TrackChi2PerDof'
                         : Input : variable 'TrackNumDof' <---> Output : variable 'TrackNumDof'
                         : Input : variable 'TrackGhostProbability' <---> Output : variable 'TrackGhostProbability'
                         : Input : variable 'TrackFitVeloChi2' <---> Output : variable 'TrackFitVeloChi2'
                         : Input : variable 'TrackFitVeloNDoF' <---> Output : variable 'TrackFitVeloNDoF'
                         : Input : variable 'RichUsedR1Gas' <---> Output : variable 'RichUsedR1Gas'
                         : 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 'InAccBrem' <---> Output : variable 'InAccBrem'
                         : Input : variable 'BremPIDe' <---> Output : variable 'BremPIDe'
<HEADER> TFHandler_Factory        :              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:                 18973.                 98176.   [                 270.44             4.9941e+06 ]
                         :               TrackPt:                 1393.3                 8267.2   [                 21.638             8.0522e+05 ]
                         :       TrackChi2PerDof:                0.95411                0.50101   [              0.0019166                 3.9939 ]
                         :           TrackNumDof:                 11.022                 3.5238   [                 4.0000                 30.000 ]
                         : TrackGhostProbability:               0.074552               0.094647   [              0.0016649                0.40000 ]
                         :      TrackFitVeloChi2:                 7.4282                 5.0745   [             0.00015260                 63.445 ]
                         :      TrackFitVeloNDoF:                 7.2392                 3.4323   [                 1.0000                 27.000 ]
                         :         RichUsedR1Gas:                0.87835                0.32688   [                 0.0000                 1.0000 ]
                         :      RichAbovePiThres:                0.50606                0.49996   [                 0.0000                 1.0000 ]
                         :      RichAboveKaThres:                0.25220                0.43427   [                 0.0000                 1.0000 ]
                         :      RichAbovePrThres:                0.15611                0.36296   [                 0.0000                 1.0000 ]
                         :              RichDLLe:                -132.96                 322.63   [                -999.00                 136.25 ]
                         :             RichDLLmu:                -123.30                 325.95   [                -999.00                 95.230 ]
                         :              RichDLLk:                -120.76                 327.03   [                -999.00                 103.67 ]
                         :              RichDLLp:                -119.84                 327.43   [                -999.00                 117.64 ]
                         :              RichDLLd:                -119.95                 327.44   [                -999.00                 144.50 ]
                         :             RichDLLbt:                -119.65                 327.54   [                -999.00                 55.788 ]
                         :             InAccBrem:                0.88285                0.32160   [                 0.0000                 1.0000 ]
                         :              BremPIDe:                -117.01                 321.29   [                -999.00                 4.7915 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : Ranking input variables (method unspecific)...
<HEADER> IdTransformation         : Ranking result (top variable is best ranked)
                         : ----------------------------------------------
                         : Rank : Variable              : Separation
                         : ----------------------------------------------
                         :    1 : RichDLLp              : 4.260e-01
                         :    2 : RichDLLbt             : 4.160e-01
                         :    3 : RichAboveKaThres      : 3.891e-01
                         :    4 : TrackPt               : 3.501e-01
                         :    5 : RichDLLe              : 3.054e-01
                         :    6 : RichAbovePrThres      : 2.874e-01
                         :    7 : TrackP                : 2.841e-01
                         :    8 : RichAbovePiThres      : 2.710e-01
                         :    9 : RichDLLd              : 1.225e-01
                         :   10 : RichDLLk              : 1.155e-01
                         :   11 : TrackChi2PerDof       : 5.076e-02
                         :   12 : TrackFitVeloChi2      : 2.657e-02
                         :   13 : TrackNumDof           : 2.385e-02
                         :   14 : RichDLLmu             : 2.385e-02
                         :   15 : TrackFitVeloNDoF      : 1.675e-02
                         :   16 : TrackGhostProbability : 1.625e-02
                         :   17 : BremPIDe              : 4.505e-03
                         :   18 : RichUsedR1Gas         : 3.071e-03
                         :   19 : InAccBrem             : 2.767e-03
                         : ----------------------------------------------
<HEADER> Factory                  : Train method: Deuteron_Upstream_TMVA for Classification
                         : 
                         : 
                         : ================================================================
                         : H e l p   f o r   M V A   m e t h o d   [ Deuteron_Upstream_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_Deuteron_Ups...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99251               0.039319   [                -1.0000                 1.0000 ]
                         :               TrackPt:               -0.99659               0.020535   [                -1.0000                 1.0000 ]
                         :       TrackChi2PerDof:               -0.52295                0.25101   [                -1.0000                 1.0000 ]
                         :           TrackNumDof:               -0.45984                0.27106   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:               -0.63404                0.47521   [                -1.0000                 1.0000 ]
                         :      TrackFitVeloChi2:               -0.76584                0.15997   [                -1.0000                 1.0000 ]
                         :      TrackFitVeloNDoF:               -0.52006                0.26402   [                -1.0000                 1.0000 ]
                         :         RichUsedR1Gas:                0.75671                0.65376   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:               0.012111                0.99993   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.49560                0.86855   [                -1.0000                 1.0000 ]
                         :      RichAbovePrThres:               -0.68778                0.72592   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.52573                0.56839   [                -1.0000                 1.0000 ]
                         :             RichDLLmu:                0.60058                0.59576   [                -1.0000                 1.0000 ]
                         :              RichDLLk:                0.59294                0.59315   [                -1.0000                 1.0000 ]
                         :              RichDLLp:                0.57465                0.58646   [                -1.0000                 1.0000 ]
                         :              RichDLLd:                0.53747                0.57269   [                -1.0000                 1.0000 ]
                         :             RichDLLbt:                0.66736                0.62106   [                -1.0000                 1.0000 ]
                         :             InAccBrem:                0.76570                0.64320   [                -1.0000                 1.0000 ]
                         :              BremPIDe:                0.75732                0.64015   [                -1.0000                 1.0000 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : Training Network
                         : 
                         : Inaccurate progress timing for MLP... 
                         : Elapsed time for training with 288095 events: 8.37e+03 sec         
<HEADER> Deuteron_Upstream_TMVA   : [GlobalPID_DataSet] : Evaluation of Deuteron_Upstream_TMVA on training sample (288095 events)
                         : Elapsed time for evaluation of 288095 events: 4.16 sec       
                         : Creating xml weight file: GlobalPID_DataSet/./GlobalPID_Deuteron_Upstream_TMVA.weights.xml
                         : Creating standalone class: GlobalPID_DataSet/./GlobalPID_Deuteron_Upstream_TMVA.class.C
                         : Write special histos to file: Upstream-Deuteron-TMVA.root:/GlobalPID_DataSet/Method_Deuteron_Upstream_TMVA/Deuteron_Upstream_TMVA
<HEADER> Factory                  : Training finished
                         : 
                         : Ranking input variables (method specific)...
<HEADER> Deuteron_Upstream_TMVA   : Ranking result (top variable is best ranked)
                         : ----------------------------------------------
                         : Rank : Variable              : Importance
                         : ----------------------------------------------
                         :    1 : TrackP                : 4.373e+03
                         :    2 : RichDLLbt             : 6.247e+02
                         :    3 : TrackPt               : 5.055e+02
                         :    4 : RichDLLp              : 3.456e+02
                         :    5 : RichAbovePiThres      : 1.824e+02
                         :    6 : RichDLLk              : 1.572e+02
                         :    7 : TrackFitVeloChi2      : 1.012e+02
                         :    8 : RichDLLd              : 1.007e+02
                         :    9 : RichUsedR1Gas         : 9.846e+01
                         :   10 : RichDLLe              : 8.285e+01
                         :   11 : RichAboveKaThres      : 7.546e+01
                         :   12 : TrackFitVeloNDoF      : 6.773e+01
                         :   13 : RichDLLmu             : 6.439e+01
                         :   14 : InAccBrem             : 6.251e+01
                         :   15 : BremPIDe              : 5.551e+01
                         :   16 : TrackGhostProbability : 5.178e+01
                         :   17 : RichAbovePrThres      : 4.082e+01
                         :   18 : TrackNumDof           : 4.071e+01
                         :   19 : TrackChi2PerDof       : 3.149e+01
                         : ----------------------------------------------
<HEADER> Factory                  : === Destroy and recreate all methods via weight files for testing ===
                         : 
<HEADER> Deuteron_Upstream_TMVA   : Building Network. 
                         : Initializing weights
2018-04-10 11:13:32 INFO | Starting Testing...
<HEADER> Factory                  : Test all methods
<HEADER> Factory                  : Test method: Deuteron_Upstream_TMVA for Classification performance
                         : 
<HEADER> Deuteron_Upstream_TMVA   : [GlobalPID_DataSet] : Evaluation of Deuteron_Upstream_TMVA on testing sample (123915 events)
                         : Elapsed time for evaluation of 123915 events: 1.52 sec       
2018-04-10 11:13:33 INFO | Starting Evaluation...
<HEADER> Factory                  : Evaluate all methods
<HEADER> Factory                  : Evaluate classifier: Deuteron_Upstream_TMVA
                         : 
<HEADER> TFHandler_Deuteron_Ups...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99247               0.039975   [                -1.0000                0.99188 ]
                         :               TrackPt:               -0.99661               0.019846   [                -1.0000                0.91371 ]
                         :       TrackChi2PerDof:               -0.52265                0.25307   [               -0.99791                0.99967 ]
                         :           TrackNumDof:               -0.46104                0.27111   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:               -0.63328                0.47577   [                -1.0004                0.99996 ]
                         :      TrackFitVeloChi2:               -0.76590                0.16043   [                -1.0000                0.67991 ]
                         :      TrackFitVeloNDoF:               -0.52107                0.26406   [                -1.0000                0.92308 ]
                         :         RichUsedR1Gas:                0.75703                0.65338   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:               0.010305                0.99995   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.49515                0.86881   [                -1.0000                 1.0000 ]
                         :      RichAbovePrThres:               -0.68972                0.72407   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.52603                0.56806   [                -1.0000                 1.0458 ]
                         :             RichDLLmu:                0.60089                0.59543   [                -1.0000                 1.0282 ]
                         :              RichDLLk:                0.59329                0.59284   [                -1.0000                0.98796 ]
                         :              RichDLLp:                0.57499                0.58614   [                -1.0000                 1.0079 ]
                         :              RichDLLd:                0.53783                0.57240   [                -1.0000                0.99001 ]
                         :             RichDLLbt:                0.66777                0.62075   [                -1.0000                0.99501 ]
                         :             InAccBrem:                0.76548                0.64345   [                -1.0000                 1.0000 ]
                         :              BremPIDe:                0.75711                0.64040   [                -1.0000                 1.0000 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
<HEADER> Deuteron_Upstream_TMVA   : [GlobalPID_DataSet] : Loop over test events and fill histograms with classifier response...
                         : 
<HEADER> TFHandler_Deuteron_Ups...:              Variable                     Mean                     RMS             [        Min                     Max ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         :                TrackP:               -0.99247               0.039975   [                -1.0000                0.99188 ]
                         :               TrackPt:               -0.99661               0.019846   [                -1.0000                0.91371 ]
                         :       TrackChi2PerDof:               -0.52265                0.25307   [               -0.99791                0.99967 ]
                         :           TrackNumDof:               -0.46104                0.27111   [                -1.0000                 1.0000 ]
                         : TrackGhostProbability:               -0.63328                0.47577   [                -1.0004                0.99996 ]
                         :      TrackFitVeloChi2:               -0.76590                0.16043   [                -1.0000                0.67991 ]
                         :      TrackFitVeloNDoF:               -0.52107                0.26406   [                -1.0000                0.92308 ]
                         :         RichUsedR1Gas:                0.75703                0.65338   [                -1.0000                 1.0000 ]
                         :      RichAbovePiThres:               0.010305                0.99995   [                -1.0000                 1.0000 ]
                         :      RichAboveKaThres:               -0.49515                0.86881   [                -1.0000                 1.0000 ]
                         :      RichAbovePrThres:               -0.68972                0.72407   [                -1.0000                 1.0000 ]
                         :              RichDLLe:                0.52603                0.56806   [                -1.0000                 1.0458 ]
                         :             RichDLLmu:                0.60089                0.59543   [                -1.0000                 1.0282 ]
                         :              RichDLLk:                0.59329                0.59284   [                -1.0000                0.98796 ]
                         :              RichDLLp:                0.57499                0.58614   [                -1.0000                 1.0079 ]
                         :              RichDLLd:                0.53783                0.57240   [                -1.0000                0.99001 ]
                         :             RichDLLbt:                0.66777                0.62075   [                -1.0000                0.99501 ]
                         :             InAccBrem:                0.76548                0.64345   [                -1.0000                 1.0000 ]
                         :              BremPIDe:                0.75711                0.64040   [                -1.0000                 1.0000 ]
                         : ----------------------------------------------------------------------------------------------------------------------------
                         : 
                         : Evaluation results ranked by best signal efficiency and purity (area)
                         : -------------------------------------------------------------------------------------------------------------------
                         : DataSet       MVA                       
                         : Name:         Method:          ROC-integ
                         : GlobalPID_DataSet Deuteron_Upstream_TMVA: 0.961
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
                         : 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    Deuteron_Upstream_TMVA: 0.565 (0.573)       0.901 (0.902)      0.975 (0.975)
                         : -------------------------------------------------------------------------------------------------------------------
                         : 
<HEADER> Dataset:GlobalPID_DataSet: Created tree 'TestTree' with 123915 events
                         : 
<HEADER> Dataset:GlobalPID_DataSet: Created tree 'TrainTree' with 288095 events
                         : 
<HEADER> Factory                  : Thank you for using TMVA!
                         : For citation information, please visit: http://tmva.sf.net/citeTMVA.html
2018-04-10 11:14:39 INFO | ... Complete :)
2018-04-10 11:14:39 INFO | Finished...
`GlobalPID_DataSet/GlobalPID_Deuteron_Upstream_TMVA.class.C' -> `./GlobalPID_Deuteron_Upstream_TMVA.class.C'
`GlobalPID_DataSet/GlobalPID_Deuteron_Upstream_TMVA.weights.xml' -> `./GlobalPID_Deuteron_Upstream_TMVA.weights.xml'
removed directory: `GlobalPID_DataSet'
2018-04-10 11:15:05 INFO | Cache directory = '/var/work/jonesc/ANNPID-DataCache'
2018-04-10 11:15:05 INFO | Network Config file      = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Upstream/GlobalPID_Deuteron_Upstream_ANN.txt
2018-04-10 11:15:05 INFO | Training parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Upstream/train-config.txt
2018-04-10 11:15:05 INFO | Parsed EqualSigBck : Signal Fraction 0.25
2018-04-10 11:15:05 INFO | Particle type    = Deuteron
2018-04-10 11:15:05 INFO | Background types = All
2018-04-10 11:15:05 INFO | Training Mix     = EqualSigBck
2018-04-10 11:15:05 INFO | Track type       = Upstream
2018-04-10 11:15:05 INFO | Track PresSel    = NoTrackPreSelection.txt
2018-04-10 11:15:05 INFO | Network type     = TMVA
2018-04-10 11:15:05 INFO | Ghost treatment  = Ghosts Ghosts
2018-04-10 11:15:05 INFO | MC Track sel.    = AllPhysTracksInEvent.txt AllPhysTracksInEvent.txt
2018-04-10 11:15:05 INFO | Reweighting      = NoReweight
2018-04-10 11:15:05 INFO | Output file      = GlobalPID_Deuteron_Upstream_TMVA.weights.xml
2018-04-10 11:15:05 INFO | Skipping input #TrackCloneDist
2018-04-10 11:15:05 INFO | Skipping input #RichUsedR2Gas
2018-04-10 11:15:05 INFO | Skipping input #RichAboveElThres
2018-04-10 11:15:05 INFO | Skipping input #RichAboveMuThres
2018-04-10 11:15:05 INFO | Creating selection from 'NoTrackPreSelection.txt'
2018-04-10 11:15:05 INFO |  -> # very very loose. Essentially no cuts
2018-04-10 11:15:05 INFO |   -> TrackP                > 0
2018-04-10 11:15:05 INFO |   -> TrackPt               > 0
2018-04-10 11:15:05 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-04-10 11:15:05 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-04-10 11:15:05 INFO | Training sample size (excluding ghosts) = 1800000
2018-04-10 11:15:05 INFO | Evaluation sample size                  = 10000000
2018-04-10 11:15:05 INFO | Reading Parameters file = /var/clus/usera/jonesc/LHCbCMake/Feature/ChargedProtoANNPIDTeacher/Rec/ChargedProtoANNPIDTeacher/training/results/MC2016Deuterons/TrainMixture/TrainPhysTks-EvalPhysTks-NoReweight-EqualSigBck0.25/GhostAccFrac0.05/PrAccF0.5/KaAccF0.5/PiAccF1.0/TMVA-Run2-NoTkLikCDVelodEdx/MLP/Norm/NumLayers1/ScaleF1.4/BP/NCycles750/CE/tanh/CVTest15/CVImp1e-16/NotUseRegulator/Deuteron/Upstream/MVA.txt
2018-04-10 11:15:05 INFO |  -> NBTASK = CLA
2018-04-10 11:15:05 INFO |  -> NBMOM = 0.0
2018-04-10 11:15:05 INFO |  -> NBREG = ALL
2018-04-10 11:15:05 INFO |  -> TMVAVALIDATIONFRAC = 0.3
2018-04-10 11:15:05 INFO |  -> TMVATESTFRAC = 0.3
2018-04-10 11:15:05 INFO |  -> MaxTrainSizeFactor = 1.5
2018-04-10 11:15:05 INFO |  -> HiddenLayerScaleFactor = 1.4
2018-04-10 11:15:05 INFO |  -> NumberHiddenLayers = 1
2018-04-10 11:15:05 INFO |  -> GhostAcceptFraction = 0.05
2018-04-10 11:15:05 INFO |  -> PionAcceptFraction = 1.0
2018-04-10 11:15:05 INFO |  -> KaonAcceptFraction = 0.5
2018-04-10 11:15:05 INFO |  -> ProtonAcceptFraction = 0.5
2018-04-10 11:15:05 INFO |  -> ReuseTrainingFiles = 1
2018-04-10 11:15:05 INFO |  -> TrainingYear = MC2016Deuterons
2018-04-10 11:15:05 INFO |  -> TMVAMETHOD = MLP
2018-04-10 11:15:05 INFO |  -> TMVAUSEREGULATOR = false
2018-04-10 11:15:05 INFO |  -> TMVAMLPNCYCLES = 750
2018-04-10 11:15:05 INFO |  -> TMVAVARTRANSFORM = Norm
2018-04-10 11:15:05 INFO |  -> TMVAMLPNEURONTYPE = tanh
2018-04-10 11:15:05 INFO |  -> TMVAMLPMETHOD = BP
2018-04-10 11:15:05 INFO |  -> TMVAMLPESTIMATORTYPE = CE
2018-04-10 11:15:05 INFO |  -> TMVAMLPCONVIMPROVE = 1e-16
2018-04-10 11:15:05 INFO |  -> TMVAMLPCONVTEST = 15
2018-04-10 11:15:05 INFO |  -> TMVABDTBOOSTTYPE = AdaBoost
2018-04-10 11:15:05 INFO |  -> TMVABDTNTREES = 800
2018-04-10 11:15:05 INFO |  -> TMVABDTPRUNEMETHOD = CostComplexity
2018-04-10 11:15:05 INFO |  -> TMVABDTMAXTREEDEPTH = 3
2018-04-10 11:15:05 INFO |  -> TMVADNNERRSTRAT = CROSSENTROPY
2018-04-10 11:15:05 INFO |  -> TMVADNNTRAINCONFA = UNDEFINED
2018-04-10 11:15:05 INFO |  -> TMVADNNTRAINCONFB = 
2018-04-10 11:15:05 INFO |  -> TMVADNNTRAINCONFC = 
2018-04-10 11:15:05 INFO |  -> TMVADNNLAYOUT = UNDEFINED
2018-04-10 11:15:05 INFO |  -> TMVADNNWEIGHTINIT = XAVIERUNIFORM
2018-04-10 11:15:05 INFO |  -> TMVADNNARCH = STANDARD
2018-04-10 11:15:05 INFO | Reading Parameters file = Eval.txt
2018-04-10 11:15:05 INFO |  -> EVALMODE = EvalWithPreSel
2018-04-10 11:15:05 INFO |  -> EVALDATA = Mixture
2018-04-10 11:15:05 INFO |  -> EVALYEAR = MC2016Deuterons
2018-04-10 11:15:05 INFO | Node layer two scale = 1.4
2018-04-10 11:15:05 INFO | Ghost Accept Fraction = 0.05
2018-04-10 11:15:05 INFO | Proton Accept Fraction = 0.5
2018-04-10 11:15:05 INFO | Kaon Accept Fraction = 0.5
2018-04-10 11:15:05 INFO | Pion Accept Fraction = 1
2018-04-10 11:15:05 INFO | Max Training sample size (with ghosts) = 2700000
2018-04-10 11:15:05 INFO | Training data year   = MC2016Deuterons
2018-04-10 11:15:05 INFO | Evaluation data year = MC2016Deuterons
2018-04-10 11:15:05 INFO | Input Data file = TrainingFiles-Mixture.txt
2018-04-10 11:15:05 INFO | Using 255 data files
2018-04-10 11:15:05 INFO | Will prescale non deuterons by 0.05
2018-04-10 11:15:05 INFO | Training Datafile Selection hash = 1c939dbebfe3c0ff
2018-04-10 11:15:05 INFO | Target selected entries per file = 15748
2018-04-10 11:15:05 INFO | Using training file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:07 INFO |  -> Pre-selected 4363 entries from 5831 ( 74.8242 % )
2018-04-10 11:15:08 INFO |  -> Selected 1834 entries ( 31.4526 % ). Overall 1264 ( 0.0702222 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:08 INFO | Using training file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:08 INFO |  -> Pre-selected 1715 entries from 2251 ( 76.1884 % )
2018-04-10 11:15:09 INFO |  -> Selected 736 entries ( 32.6966 % ). Overall 1794 ( 0.0996667 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:09 INFO | Using training file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:09 INFO |  -> Pre-selected 4558 entries from 6124 ( 74.4285 % )
2018-04-10 11:15:10 INFO |  -> Selected 1931 entries ( 31.5317 % ). Overall 3153 ( 0.175167 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:10 INFO | Using training file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:10 INFO |  -> Pre-selected 1150 entries from 1510 ( 76.1589 % )
2018-04-10 11:15:10 INFO |  -> Selected 463 entries ( 30.6623 % ). Overall 3475 ( 0.193056 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:10 INFO | Using training file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:10 INFO |  -> Pre-selected 3484 entries from 4630 ( 75.2484 % )
2018-04-10 11:15:11 INFO |  -> Selected 1411 entries ( 30.4752 % ). Overall 4476 ( 0.248667 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:11 INFO | Using training file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:11 INFO |  -> Pre-selected 1748 entries from 2275 ( 76.8352 % )
2018-04-10 11:15:11 INFO |  -> Selected 668 entries ( 29.3626 % ). Overall 4931 ( 0.273944 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:11 INFO | Using training file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:11 INFO |  -> Pre-selected 4726 entries from 6278 ( 75.2788 % )
2018-04-10 11:15:12 INFO |  -> Selected 2034 entries ( 32.3989 % ). Overall 6349 ( 0.352722 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:12 INFO | Using training file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:12 INFO |  -> Pre-selected 4591 entries from 6087 ( 75.423 % )
2018-04-10 11:15:13 INFO |  -> Selected 1934 entries ( 31.7726 % ). Overall 7668 ( 0.426 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:13 INFO | Using training file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:13 INFO |  -> Pre-selected 4547 entries from 6043 ( 75.2441 % )
2018-04-10 11:15:14 INFO |  -> Selected 1840 entries ( 30.4485 % ). Overall 8968 ( 0.498222 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:14 INFO | Using training file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:14 INFO |  -> Pre-selected 1706 entries from 2234 ( 76.3653 % )
2018-04-10 11:15:14 INFO |  -> Selected 713 entries ( 31.9158 % ). Overall 9484 ( 0.526889 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:14 INFO | Using training file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:14 INFO |  -> Pre-selected 3525 entries from 4696 ( 75.0639 % )
2018-04-10 11:15:15 INFO |  -> Selected 1460 entries ( 31.0903 % ). Overall 10506 ( 0.583667 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:15 INFO | Using training file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:15 INFO |  -> Pre-selected 4594 entries from 6130 ( 74.9429 % )
2018-04-10 11:15:16 INFO |  -> Selected 1893 entries ( 30.8809 % ). Overall 11814 ( 0.656333 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:16 INFO | Using training file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:16 INFO |  -> Pre-selected 4651 entries from 6156 ( 75.5523 % )
2018-04-10 11:15:17 INFO |  -> Selected 1900 entries ( 30.8642 % ). Overall 13136 ( 0.729778 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:17 INFO | Using training file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:17 INFO |  -> Pre-selected 4667 entries from 6165 ( 75.7015 % )
2018-04-10 11:15:18 INFO |  -> Selected 1948 entries ( 31.5977 % ). Overall 14482 ( 0.804556 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:18 INFO | Using training file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:18 INFO |  -> Pre-selected 4697 entries from 6252 ( 75.128 % )
2018-04-10 11:15:18 INFO |  -> Selected 1935 entries ( 30.9501 % ). Overall 15829 ( 0.879389 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:18 INFO | Using training file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:18 INFO |  -> Pre-selected 1703 entries from 2266 ( 75.1545 % )
2018-04-10 11:15:19 INFO |  -> Selected 741 entries ( 32.7008 % ). Overall 16337 ( 0.907611 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:19 INFO | Using training file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:19 INFO |  -> Pre-selected 3324 entries from 4473 ( 74.3125 % )
2018-04-10 11:15:19 INFO |  -> Selected 1292 entries ( 28.8844 % ). Overall 17240 ( 0.957778 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:19 INFO | Using training file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:19 INFO |  -> Pre-selected 3373 entries from 4497 ( 75.0056 % )
2018-04-10 11:15:20 INFO |  -> Selected 1374 entries ( 30.5537 % ). Overall 18207 ( 1.0115 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:20 INFO | Using training file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:20 INFO |  -> Pre-selected 4582 entries from 6129 ( 74.7593 % )
2018-04-10 11:15:21 INFO |  -> Selected 2030 entries ( 33.1212 % ). Overall 19594 ( 1.08856 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:21 INFO | Using training file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:21 INFO |  -> Pre-selected 4389 entries from 5894 ( 74.4656 % )
2018-04-10 11:15:22 INFO |  -> Selected 1767 entries ( 29.9796 % ). Overall 20801 ( 1.15561 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:22 INFO | Using training file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:22 INFO |  -> Pre-selected 4422 entries from 5886 ( 75.1274 % )
2018-04-10 11:15:22 INFO |  -> Selected 1783 entries ( 30.2922 % ). Overall 22019 ( 1.22328 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:22 INFO | Using training file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:22 INFO |  -> Pre-selected 3292 entries from 4386 ( 75.057 % )
2018-04-10 11:15:23 INFO |  -> Selected 1191 entries ( 27.1546 % ). Overall 22845 ( 1.26917 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:23 INFO | Using training file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:23 INFO |  -> Pre-selected 4888 entries from 6421 ( 76.1252 % )
2018-04-10 11:15:24 INFO |  -> Selected 2021 entries ( 31.4748 % ). Overall 24231 ( 1.34617 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:24 INFO | Using training file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:24 INFO |  -> Pre-selected 4534 entries from 6041 ( 75.0538 % )
2018-04-10 11:15:25 INFO |  -> Selected 1997 entries ( 33.0574 % ). Overall 25613 ( 1.42294 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:25 INFO | Using training file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:25 INFO |  -> Pre-selected 4689 entries from 6254 ( 74.976 % )
2018-04-10 11:15:26 INFO |  -> Selected 1928 entries ( 30.8283 % ). Overall 27026 ( 1.50144 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:26 INFO | Using training file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:26 INFO |  -> Pre-selected 3471 entries from 4658 ( 74.517 % )
2018-04-10 11:15:26 INFO |  -> Selected 1395 entries ( 29.9485 % ). Overall 27987 ( 1.55483 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:26 INFO | Using training file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:26 INFO |  -> Pre-selected 3221 entries from 4313 ( 74.6812 % )
2018-04-10 11:15:27 INFO |  -> Selected 1319 entries ( 30.582 % ). Overall 28912 ( 1.60622 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:27 INFO | Using training file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:27 INFO |  -> Pre-selected 4808 entries from 6351 ( 75.7046 % )
2018-04-10 11:15:28 INFO |  -> Selected 2111 entries ( 33.2389 % ). Overall 30357 ( 1.6865 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:28 INFO | Using training file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:28 INFO |  -> Pre-selected 1724 entries from 2328 ( 74.055 % )
2018-04-10 11:15:28 INFO |  -> Selected 709 entries ( 30.4553 % ). Overall 30863 ( 1.71461 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:28 INFO | Using training file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:28 INFO |  -> Pre-selected 4616 entries from 6181 ( 74.6805 % )
2018-04-10 11:15:29 INFO |  -> Selected 1879 entries ( 30.3996 % ). Overall 32161 ( 1.78672 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:29 INFO | Using training file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:29 INFO |  -> Pre-selected 4613 entries from 6101 ( 75.6106 % )
2018-04-10 11:15:30 INFO |  -> Selected 1866 entries ( 30.5851 % ). Overall 33467 ( 1.85928 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:30 INFO | Using training file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:30 INFO |  -> Pre-selected 1246 entries from 1617 ( 77.0563 % )
2018-04-10 11:15:30 INFO |  -> Selected 500 entries ( 30.9215 % ). Overall 33814 ( 1.87856 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:30 INFO | Using training file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:30 INFO |  -> Pre-selected 3638 entries from 4792 ( 75.9182 % )
2018-04-10 11:15:31 INFO |  -> Selected 1459 entries ( 30.4466 % ). Overall 34844 ( 1.93578 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:31 INFO | Using training file (34/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000031.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:31 INFO |  -> Pre-selected 4609 entries from 6076 ( 75.8558 % )
2018-04-10 11:15:32 INFO |  -> Selected 1877 entries ( 30.892 % ). Overall 36131 ( 2.00728 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:32 INFO | Using training file (35/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000015.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:32 INFO |  -> Pre-selected 4589 entries from 6164 ( 74.4484 % )
2018-04-10 11:15:32 INFO |  -> Selected 2063 entries ( 33.4685 % ). Overall 37543 ( 2.08572 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:32 INFO | Using training file (36/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000027.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:32 INFO |  -> Pre-selected 1704 entries from 2260 ( 75.3982 % )
2018-04-10 11:15:33 INFO |  -> Selected 730 entries ( 32.3009 % ). Overall 38057 ( 2.11428 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:33 INFO | Using training file (37/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000011.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:33 INFO |  -> Pre-selected 1740 entries from 2268 ( 76.7196 % )
2018-04-10 11:15:33 INFO |  -> Selected 768 entries ( 33.8624 % ). Overall 38603 ( 2.14461 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:33 INFO | Using training file (38/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000057.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:33 INFO |  -> Pre-selected 4480 entries from 6017 ( 74.4557 % )
2018-04-10 11:15:34 INFO |  -> Selected 1796 entries ( 29.8488 % ). Overall 39850 ( 2.21389 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:34 INFO | Using training file (39/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000017.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:34 INFO |  -> Pre-selected 4728 entries from 6243 ( 75.7328 % )
2018-04-10 11:15:35 INFO |  -> Selected 1938 entries ( 31.0428 % ). Overall 41196 ( 2.28867 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:35 INFO | Using training file (40/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000098.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:35 INFO |  -> Pre-selected 3865 entries from 5104 ( 75.7249 % )
2018-04-10 11:15:36 INFO |  -> Selected 1658 entries ( 32.4843 % ). Overall 42352 ( 2.35289 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:36 INFO | Using training file (41/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000052.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:36 INFO |  -> Pre-selected 4547 entries from 6037 ( 75.3189 % )
2018-04-10 11:15:37 INFO |  -> Selected 1983 entries ( 32.8474 % ). Overall 43735 ( 2.42972 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:37 INFO | Using training file (42/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000093.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:37 INFO |  -> Pre-selected 4397 entries from 5924 ( 74.2235 % )
2018-04-10 11:15:37 INFO |  -> Selected 1910 entries ( 32.2417 % ). Overall 45068 ( 2.50378 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:37 INFO | Using training file (43/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000111.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:37 INFO |  -> Pre-selected 4535 entries from 5936 ( 76.3982 % )
2018-04-10 11:15:38 INFO |  -> Selected 1934 entries ( 32.5809 % ). Overall 46381 ( 2.57672 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:38 INFO | Using training file (44/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000005.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:38 INFO |  -> Pre-selected 4571 entries from 6057 ( 75.4664 % )
2018-04-10 11:15:39 INFO |  -> Selected 1869 entries ( 30.8569 % ). Overall 47659 ( 2.64772 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:39 INFO | Using training file (45/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000018.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:39 INFO |  -> Pre-selected 4729 entries from 6268 ( 75.4467 % )
2018-04-10 11:15:40 INFO |  -> Selected 1911 entries ( 30.4882 % ). Overall 48963 ( 2.72017 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:40 INFO | Using training file (46/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000067.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:40 INFO |  -> Pre-selected 4950 entries from 6518 ( 75.9435 % )
2018-04-10 11:15:41 INFO |  -> Selected 2035 entries ( 31.2212 % ). Overall 50335 ( 2.79639 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:41 INFO | Using training file (47/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000075.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:41 INFO |  -> Pre-selected 4829 entries from 6378 ( 75.7134 % )
2018-04-10 11:15:42 INFO |  -> Selected 2125 entries ( 33.3177 % ). Overall 51775 ( 2.87639 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:42 INFO | Using training file (48/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000066.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:42 INFO |  -> Pre-selected 3095 entries from 4131 ( 74.9213 % )
2018-04-10 11:15:43 INFO |  -> Selected 1287 entries ( 31.1547 % ). Overall 52662 ( 2.92567 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:43 INFO | Using training file (49/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000012.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:43 INFO |  -> Pre-selected 3476 entries from 4627 ( 75.1243 % )
2018-04-10 11:15:44 INFO |  -> Selected 1414 entries ( 30.5598 % ). Overall 53660 ( 2.98111 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:44 INFO | Using training file (50/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000096.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:44 INFO |  -> Pre-selected 4714 entries from 6307 ( 74.7423 % )
2018-04-10 11:15:45 INFO |  -> Selected 1880 entries ( 29.8081 % ). Overall 54954 ( 3.053 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:45 INFO | Using training file (51/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000058.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:45 INFO |  -> Pre-selected 3331 entries from 4463 ( 74.6359 % )
2018-04-10 11:15:46 INFO |  -> Selected 1440 entries ( 32.2653 % ). Overall 55987 ( 3.11039 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:46 INFO | Using training file (52/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000037.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:46 INFO |  -> Pre-selected 4519 entries from 6089 ( 74.2158 % )
2018-04-10 11:15:47 INFO |  -> Selected 1889 entries ( 31.0232 % ). Overall 57258 ( 3.181 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:47 INFO | Using training file (53/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000028.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:47 INFO |  -> Pre-selected 4506 entries from 5962 ( 75.5787 % )
2018-04-10 11:15:49 INFO |  -> Selected 1971 entries ( 33.0594 % ). Overall 58631 ( 3.25728 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:49 INFO | Using training file (54/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000021.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:49 INFO |  -> Pre-selected 1783 entries from 2323 ( 76.7542 % )
2018-04-10 11:15:49 INFO |  -> Selected 807 entries ( 34.7396 % ). Overall 59196 ( 3.28867 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:49 INFO | Using training file (55/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000081.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:49 INFO |  -> Pre-selected 4706 entries from 6221 ( 75.647 % )
2018-04-10 11:15:50 INFO |  -> Selected 1906 entries ( 30.6382 % ). Overall 60501 ( 3.36117 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:50 INFO | Using training file (56/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000091.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:50 INFO |  -> Pre-selected 3688 entries from 4882 ( 75.5428 % )
2018-04-10 11:15:51 INFO |  -> Selected 1531 entries ( 31.3601 % ). Overall 61575 ( 3.42083 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:51 INFO | Using training file (57/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000108.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:51 INFO |  -> Pre-selected 4563 entries from 6097 ( 74.8401 % )
2018-04-10 11:15:52 INFO |  -> Selected 1890 entries ( 30.9989 % ). Overall 62869 ( 3.49272 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:52 INFO | Using training file (58/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000005.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:52 INFO |  -> Pre-selected 4776 entries from 6415 ( 74.4505 % )
2018-04-10 11:15:53 INFO |  -> Selected 2057 entries ( 32.0655 % ). Overall 64264 ( 3.57022 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:53 INFO | Using training file (59/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000055.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:53 INFO |  -> Pre-selected 4447 entries from 5867 ( 75.7968 % )
2018-04-10 11:15:54 INFO |  -> Selected 1874 entries ( 31.9414 % ). Overall 65569 ( 3.64272 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:54 INFO | Using training file (60/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000020.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:55 INFO |  -> Pre-selected 3675 entries from 4826 ( 76.15 % )
2018-04-10 11:15:55 INFO |  -> Selected 1512 entries ( 31.3303 % ). Overall 66600 ( 3.7 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:55 INFO | Using training file (61/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000034.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:55 INFO |  -> Pre-selected 4346 entries from 5775 ( 75.2554 % )
2018-04-10 11:15:56 INFO |  -> Selected 1762 entries ( 30.5108 % ). Overall 67815 ( 3.7675 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:56 INFO | Using training file (62/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000082.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:56 INFO |  -> Pre-selected 4643 entries from 6164 ( 75.3245 % )
2018-04-10 11:15:57 INFO |  -> Selected 1977 entries ( 32.0733 % ). Overall 69158 ( 3.84211 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:57 INFO | Using training file (63/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000074.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:57 INFO |  -> Pre-selected 4601 entries from 6073 ( 75.7616 % )
2018-04-10 11:15:59 INFO |  -> Selected 1827 entries ( 30.084 % ). Overall 70399 ( 3.91106 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:15:59 INFO | Using training file (64/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000054.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:15:59 INFO |  -> Pre-selected 4710 entries from 6228 ( 75.6262 % )
2018-04-10 11:16:00 INFO |  -> Selected 1908 entries ( 30.6358 % ). Overall 71691 ( 3.98283 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:00 INFO | Using training file (65/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000061.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:00 INFO |  -> Pre-selected 3559 entries from 4718 ( 75.4345 % )
2018-04-10 11:16:01 INFO |  -> Selected 1530 entries ( 32.429 % ). Overall 72727 ( 4.04039 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:01 INFO | Using training file (66/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000041.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:01 INFO |  -> Pre-selected 4748 entries from 6295 ( 75.4249 % )
2018-04-10 11:16:02 INFO |  -> Selected 1867 entries ( 29.6585 % ). Overall 73987 ( 4.11039 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:02 INFO | Using training file (67/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000035.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:02 INFO |  -> Pre-selected 4546 entries from 6066 ( 74.9423 % )
2018-04-10 11:16:03 INFO |  -> Selected 1781 entries ( 29.3604 % ). Overall 75208 ( 4.17822 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:03 INFO | Using training file (68/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000013.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:03 INFO |  -> Pre-selected 1744 entries from 2324 ( 75.043 % )
2018-04-10 11:16:03 INFO |  -> Selected 637 entries ( 27.4096 % ). Overall 75665 ( 4.20361 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:03 INFO | Using training file (69/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000062.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:03 INFO |  -> Pre-selected 3388 entries from 4527 ( 74.8398 % )
2018-04-10 11:16:04 INFO |  -> Selected 1401 entries ( 30.9476 % ). Overall 76620 ( 4.25667 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:04 INFO | Using training file (70/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000097.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:04 INFO |  -> Pre-selected 4340 entries from 5792 ( 74.9309 % )
2018-04-10 11:16:05 INFO |  -> Selected 1754 entries ( 30.2831 % ). Overall 77887 ( 4.32706 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:05 INFO | Using training file (71/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000088.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:05 INFO |  -> Pre-selected 3881 entries from 5077 ( 76.4428 % )
2018-04-10 11:16:06 INFO |  -> Selected 1658 entries ( 32.6571 % ). Overall 79047 ( 4.3915 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:06 INFO | Using training file (72/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000093.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:06 INFO |  -> Pre-selected 4403 entries from 5918 ( 74.4001 % )
2018-04-10 11:16:07 INFO |  -> Selected 1799 entries ( 30.3988 % ). Overall 80314 ( 4.46189 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:07 INFO | Using training file (73/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000046.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:07 INFO |  -> Pre-selected 4593 entries from 6094 ( 75.3692 % )
2018-04-10 11:16:08 INFO |  -> Selected 1838 entries ( 30.1608 % ). Overall 81614 ( 4.53411 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:08 INFO | Using training file (74/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000076.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:08 INFO |  -> Pre-selected 4642 entries from 6166 ( 75.2838 % )
2018-04-10 11:16:09 INFO |  -> Selected 1797 entries ( 29.1437 % ). Overall 82863 ( 4.6035 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:09 INFO | Using training file (75/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000027.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:09 INFO |  -> Pre-selected 4479 entries from 5977 ( 74.9373 % )
2018-04-10 11:16:10 INFO |  -> Selected 1773 entries ( 29.6637 % ). Overall 84073 ( 4.67072 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:10 INFO | Using training file (76/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000110.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:10 INFO |  -> Pre-selected 4731 entries from 6320 ( 74.8576 % )
2018-04-10 11:16:11 INFO |  -> Selected 1938 entries ( 30.6646 % ). Overall 85419 ( 4.7455 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:11 INFO | Using training file (77/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000018.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:11 INFO |  -> Pre-selected 4283 entries from 5688 ( 75.2989 % )
2018-04-10 11:16:12 INFO |  -> Selected 1690 entries ( 29.7117 % ). Overall 86591 ( 4.81061 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:12 INFO | Using training file (78/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000007.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:12 INFO |  -> Pre-selected 1760 entries from 2296 ( 76.6551 % )
2018-04-10 11:16:13 INFO |  -> Selected 763 entries ( 33.2317 % ). Overall 87104 ( 4.83911 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:13 INFO | Using training file (79/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000000.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:13 INFO |  -> Pre-selected 1662 entries from 2205 ( 75.3741 % )
2018-04-10 11:16:13 INFO |  -> Selected 643 entries ( 29.161 % ). Overall 87557 ( 4.86428 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:13 INFO | Using training file (80/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000050.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:13 INFO |  -> Pre-selected 4615 entries from 6110 ( 75.5319 % )
2018-04-10 11:16:14 INFO |  -> Selected 2075 entries ( 33.9607 % ). Overall 88990 ( 4.94389 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:14 INFO | Using training file (81/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000097.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:14 INFO |  -> Pre-selected 4425 entries from 5935 ( 74.5577 % )
2018-04-10 11:16:15 INFO |  -> Selected 1982 entries ( 33.3951 % ). Overall 90353 ( 5.01961 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:15 INFO | Using training file (82/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000096.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:15 INFO |  -> Pre-selected 4713 entries from 6209 ( 75.9059 % )
2018-04-10 11:16:17 INFO |  -> Selected 2073 entries ( 33.387 % ). Overall 91824 ( 5.10133 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:17 INFO | Using training file (83/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000029.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:17 INFO |  -> Pre-selected 4764 entries from 6248 ( 76.2484 % )
2018-04-10 11:16:18 INFO |  -> Selected 2117 entries ( 33.8828 % ). Overall 93312 ( 5.184 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:18 INFO | Using training file (84/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000019.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:18 INFO |  -> Pre-selected 1701 entries from 2294 ( 74.15 % )
2018-04-10 11:16:18 INFO |  -> Selected 708 entries ( 30.8631 % ). Overall 93800 ( 5.21111 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:18 INFO | Using training file (85/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000035.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:18 INFO |  -> Pre-selected 4602 entries from 6097 ( 75.4797 % )
2018-04-10 11:16:19 INFO |  -> Selected 1972 entries ( 32.3438 % ). Overall 95154 ( 5.28633 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:19 INFO | Using training file (86/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000080.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:19 INFO |  -> Pre-selected 4467 entries from 6048 ( 73.8591 % )
2018-04-10 11:16:20 INFO |  -> Selected 1832 entries ( 30.291 % ). Overall 96416 ( 5.35644 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:20 INFO | Using training file (87/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000024.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:20 INFO |  -> Pre-selected 1717 entries from 2261 ( 75.9398 % )
2018-04-10 11:16:21 INFO |  -> Selected 743 entries ( 32.8616 % ). Overall 96941 ( 5.38561 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:21 INFO | Using training file (88/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000053.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:21 INFO |  -> Pre-selected 4424 entries from 5957 ( 74.2656 % )
2018-04-10 11:16:22 INFO |  -> Selected 1825 entries ( 30.6362 % ). Overall 98198 ( 5.45544 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:22 INFO | Using training file (89/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000004.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:22 INFO |  -> Pre-selected 4741 entries from 6306 ( 75.1824 % )
2018-04-10 11:16:23 INFO |  -> Selected 2059 entries ( 32.6514 % ). Overall 99666 ( 5.537 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:23 INFO | Using training file (90/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000063.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:23 INFO |  -> Pre-selected 4464 entries from 5925 ( 75.3418 % )
2018-04-10 11:16:24 INFO |  -> Selected 1815 entries ( 30.6329 % ). Overall 100941 ( 5.60783 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:24 INFO | Using training file (91/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000020.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:24 INFO |  -> Pre-selected 1652 entries from 2220 ( 74.4144 % )
2018-04-10 11:16:24 INFO |  -> Selected 711 entries ( 32.027 % ). Overall 101449 ( 5.63606 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:24 INFO | Using training file (92/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000059.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:24 INFO |  -> Pre-selected 4575 entries from 6098 ( 75.0246 % )
2018-04-10 11:16:25 INFO |  -> Selected 1771 entries ( 29.0423 % ). Overall 102654 ( 5.703 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:25 INFO | Using training file (93/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000071.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:25 INFO |  -> Pre-selected 4435 entries from 5826 ( 76.1243 % )
2018-04-10 11:16:26 INFO |  -> Selected 1714 entries ( 29.4198 % ). Overall 103854 ( 5.76967 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:26 INFO | Using training file (94/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000078.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:26 INFO |  -> Pre-selected 4656 entries from 6189 ( 75.2302 % )
2018-04-10 11:16:27 INFO |  -> Selected 1816 entries ( 29.3424 % ). Overall 105101 ( 5.83894 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:27 INFO | Using training file (95/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000066.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:27 INFO |  -> Pre-selected 4436 entries from 5900 ( 75.1864 % )
2018-04-10 11:16:28 INFO |  -> Selected 1723 entries ( 29.2034 % ). Overall 106251 ( 5.90283 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:28 INFO | Using training file (96/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000072.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:28 INFO |  -> Pre-selected 4853 entries from 6456 ( 75.1704 % )
2018-04-10 11:16:29 INFO |  -> Selected 2010 entries ( 31.1338 % ). Overall 107597 ( 5.97761 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:29 INFO | Using training file (97/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000012.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:29 INFO |  -> Pre-selected 1675 entries from 2212 ( 75.7233 % )
2018-04-10 11:16:30 INFO |  -> Selected 642 entries ( 29.0235 % ). Overall 108048 ( 6.00267 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:30 INFO | Using training file (98/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000023.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:30 INFO |  -> Pre-selected 4636 entries from 6152 ( 75.3576 % )
2018-04-10 11:16:31 INFO |  -> Selected 1739 entries ( 28.2672 % ). Overall 109256 ( 6.06978 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:31 INFO | Using training file (99/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000110.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:31 INFO |  -> Pre-selected 4855 entries from 6444 ( 75.3414 % )
2018-04-10 11:16:32 INFO |  -> Selected 2053 entries ( 31.8591 % ). Overall 110639 ( 6.14661 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:32 INFO | Using training file (100/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000092.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:32 INFO |  -> Pre-selected 4492 entries from 5962 ( 75.3438 % )
2018-04-10 11:16:33 INFO |  -> Selected 1781 entries ( 29.8725 % ). Overall 111869 ( 6.21494 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:33 INFO | Using training file (101/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000023.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:33 INFO |  -> Pre-selected 1699 entries from 2226 ( 76.3252 % )
2018-04-10 11:16:33 INFO |  -> Selected 751 entries ( 33.7376 % ). Overall 112402 ( 6.24456 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:33 INFO | Using training file (102/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000111.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:33 INFO |  -> Pre-selected 3188 entries from 4237 ( 75.2419 % )
2018-04-10 11:16:34 INFO |  -> Selected 1253 entries ( 29.5728 % ). Overall 113252 ( 6.29178 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:34 INFO | Using training file (103/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000085.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:34 INFO |  -> Pre-selected 4462 entries from 5951 ( 74.979 % )
2018-04-10 11:16:34 INFO |  -> Selected 1813 entries ( 30.4655 % ). Overall 114472 ( 6.35956 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:34 INFO | Using training file (104/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000059.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:35 INFO |  -> Pre-selected 4698 entries from 6235 ( 75.3488 % )
2018-04-10 11:16:35 INFO |  -> Selected 1878 entries ( 30.1203 % ). Overall 115788 ( 6.43267 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:36 INFO | Using training file (105/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000020.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:36 INFO |  -> Pre-selected 4685 entries from 6230 ( 75.2006 % )
2018-04-10 11:16:37 INFO |  -> Selected 1931 entries ( 30.9952 % ). Overall 117118 ( 6.50656 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:37 INFO | Using training file (106/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000016.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:37 INFO |  -> Pre-selected 4577 entries from 6148 ( 74.447 % )
2018-04-10 11:16:38 INFO |  -> Selected 1804 entries ( 29.3429 % ). Overall 118358 ( 6.57544 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:38 INFO | Using training file (107/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000060.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:38 INFO |  -> Pre-selected 4471 entries from 5960 ( 75.0168 % )
2018-04-10 11:16:39 INFO |  -> Selected 1733 entries ( 29.0772 % ). Overall 119552 ( 6.64178 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:39 INFO | Using training file (108/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000045.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:39 INFO |  -> Pre-selected 4392 entries from 5851 ( 75.0641 % )
2018-04-10 11:16:39 INFO |  -> Selected 1662 entries ( 28.4054 % ). Overall 120700 ( 6.70556 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:39 INFO | Using training file (109/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000055.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:40 INFO |  -> Pre-selected 4767 entries from 6345 ( 75.13 % )
2018-04-10 11:16:41 INFO |  -> Selected 1894 entries ( 29.8503 % ). Overall 122008 ( 6.77822 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:41 INFO | Using training file (110/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000009.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:41 INFO |  -> Pre-selected 4525 entries from 5955 ( 75.9866 % )
2018-04-10 11:16:42 INFO |  -> Selected 1878 entries ( 31.5365 % ). Overall 123317 ( 6.85094 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:42 INFO | Using training file (111/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000108.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:42 INFO |  -> Pre-selected 3334 entries from 4504 ( 74.0231 % )
2018-04-10 11:16:42 INFO |  -> Selected 1443 entries ( 32.0382 % ). Overall 124311 ( 6.90617 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:42 INFO | Using training file (112/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000011.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:42 INFO |  -> Pre-selected 4506 entries from 6042 ( 74.578 % )
2018-04-10 11:16:43 INFO |  -> Selected 1846 entries ( 30.5528 % ). Overall 125624 ( 6.97911 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:43 INFO | Using training file (113/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000029.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:43 INFO |  -> Pre-selected 1559 entries from 2093 ( 74.4864 % )
2018-04-10 11:16:44 INFO |  -> Selected 666 entries ( 31.8204 % ). Overall 126099 ( 7.0055 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:44 INFO | Using training file (114/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000015.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:44 INFO |  -> Pre-selected 3362 entries from 4489 ( 74.8942 % )
2018-04-10 11:16:44 INFO |  -> Selected 1313 entries ( 29.2493 % ). Overall 126997 ( 7.05539 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:44 INFO | Using training file (115/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000019.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:44 INFO |  -> Pre-selected 4441 entries from 5970 ( 74.3886 % )
2018-04-10 11:16:45 INFO |  -> Selected 1865 entries ( 31.2395 % ). Overall 128282 ( 7.12678 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:45 INFO | Using training file (116/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000010.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:46 INFO |  -> Pre-selected 4669 entries from 6111 ( 76.4032 % )
2018-04-10 11:16:47 INFO |  -> Selected 1957 entries ( 32.0242 % ). Overall 129664 ( 7.20356 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:47 INFO | Using training file (117/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000004.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:47 INFO |  -> Pre-selected 2372 entries from 3062 ( 77.4657 % )
2018-04-10 11:16:47 INFO |  -> Selected 965 entries ( 31.5153 % ). Overall 130347 ( 7.2415 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:47 INFO | Using training file (118/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000047.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:47 INFO |  -> Pre-selected 4625 entries from 6159 ( 75.0934 % )
2018-04-10 11:16:48 INFO |  -> Selected 1818 entries ( 29.5178 % ). Overall 131611 ( 7.31172 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:48 INFO | Using training file (119/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000007.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:48 INFO |  -> Pre-selected 2274 entries from 3025 ( 75.1736 % )
2018-04-10 11:16:49 INFO |  -> Selected 909 entries ( 30.0496 % ). Overall 132241 ( 7.34672 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:49 INFO | Using training file (120/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000092.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:49 INFO |  -> Pre-selected 4573 entries from 6089 ( 75.1026 % )
2018-04-10 11:16:50 INFO |  -> Selected 2080 entries ( 34.16 % ). Overall 133667 ( 7.42594 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:50 INFO | Using training file (121/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000107.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:50 INFO |  -> Pre-selected 3447 entries from 4606 ( 74.8372 % )
2018-04-10 11:16:51 INFO |  -> Selected 1322 entries ( 28.7017 % ). Overall 134569 ( 7.47606 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:51 INFO | Using training file (122/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000026.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:51 INFO |  -> Pre-selected 3509 entries from 4636 ( 75.6903 % )
2018-04-10 11:16:51 INFO |  -> Selected 1459 entries ( 31.4711 % ). Overall 135544 ( 7.53022 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:51 INFO | Using training file (123/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000039.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:51 INFO |  -> Pre-selected 4668 entries from 6179 ( 75.5462 % )
2018-04-10 11:16:52 INFO |  -> Selected 2055 entries ( 33.2578 % ). Overall 136988 ( 7.61044 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:52 INFO | Using training file (124/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000002.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:53 INFO |  -> Pre-selected 1702 entries from 2280 ( 74.6491 % )
2018-04-10 11:16:53 INFO |  -> Selected 773 entries ( 33.9035 % ). Overall 137535 ( 7.64083 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:53 INFO | Using training file (125/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000006.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:53 INFO |  -> Pre-selected 3576 entries from 4810 ( 74.3451 % )
2018-04-10 11:16:54 INFO |  -> Selected 1613 entries ( 33.5343 % ). Overall 138658 ( 7.70322 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:54 INFO | Using training file (126/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000053.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:54 INFO |  -> Pre-selected 4691 entries from 6229 ( 75.309 % )
2018-04-10 11:16:55 INFO |  -> Selected 1809 entries ( 29.0416 % ). Overall 139912 ( 7.77289 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:55 INFO | Using training file (127/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000049.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:55 INFO |  -> Pre-selected 4838 entries from 6353 ( 76.153 % )
2018-04-10 11:16:56 INFO |  -> Selected 2068 entries ( 32.5516 % ). Overall 141326 ( 7.85144 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:56 INFO | Using training file (128/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000038.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:56 INFO |  -> Pre-selected 4439 entries from 5931 ( 74.844 % )
2018-04-10 11:16:57 INFO |  -> Selected 1830 entries ( 30.8548 % ). Overall 142577 ( 7.92094 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:57 INFO | Using training file (129/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000086.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:57 INFO |  -> Pre-selected 4688 entries from 6212 ( 75.4668 % )
2018-04-10 11:16:58 INFO |  -> Selected 1947 entries ( 31.3426 % ). Overall 143923 ( 7.99572 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:58 INFO | Using training file (130/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000046.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:58 INFO |  -> Pre-selected 4347 entries from 5756 ( 75.5212 % )
2018-04-10 11:16:59 INFO |  -> Selected 1766 entries ( 30.681 % ). Overall 145175 ( 8.06528 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:59 INFO | Using training file (131/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000038.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:59 INFO |  -> Pre-selected 3604 entries from 4812 ( 74.8961 % )
2018-04-10 11:16:59 INFO |  -> Selected 1449 entries ( 30.1122 % ). Overall 146175 ( 8.12083 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:16:59 INFO | Using training file (132/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000032.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:16:59 INFO |  -> Pre-selected 4715 entries from 6256 ( 75.3676 % )
2018-04-10 11:17:00 INFO |  -> Selected 2074 entries ( 33.1522 % ). Overall 147602 ( 8.20011 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:00 INFO | Using training file (133/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000094.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:00 INFO |  -> Pre-selected 4633 entries from 6191 ( 74.8344 % )
2018-04-10 11:17:01 INFO |  -> Selected 1820 entries ( 29.3975 % ). Overall 148837 ( 8.26872 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:01 INFO | Using training file (134/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000112.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:01 INFO |  -> Pre-selected 4793 entries from 6343 ( 75.5636 % )
2018-04-10 11:17:02 INFO |  -> Selected 2007 entries ( 31.6412 % ). Overall 150232 ( 8.34622 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:02 INFO | Using training file (135/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000089.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:02 INFO |  -> Pre-selected 4711 entries from 6159 ( 76.4897 % )
2018-04-10 11:17:03 INFO |  -> Selected 1997 entries ( 32.4241 % ). Overall 151624 ( 8.42356 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:03 INFO | Using training file (136/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000104.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:03 INFO |  -> Pre-selected 4466 entries from 6054 ( 73.7694 % )
2018-04-10 11:17:04 INFO |  -> Selected 1735 entries ( 28.6587 % ). Overall 152849 ( 8.49161 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:04 INFO | Using training file (137/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000039.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:04 INFO |  -> Pre-selected 4460 entries from 5967 ( 74.7444 % )
2018-04-10 11:17:05 INFO |  -> Selected 1895 entries ( 31.758 % ). Overall 154144 ( 8.56356 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:05 INFO | Using training file (138/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000040.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:06 INFO |  -> Pre-selected 3808 entries from 5014 ( 75.9473 % )
2018-04-10 11:17:07 INFO |  -> Selected 1579 entries ( 31.4918 % ). Overall 155260 ( 8.62556 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:07 INFO | Using training file (139/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000091.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:07 INFO |  -> Pre-selected 4688 entries from 6202 ( 75.5885 % )
2018-04-10 11:17:08 INFO |  -> Selected 1959 entries ( 31.5866 % ). Overall 156601 ( 8.70006 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:08 INFO | Using training file (140/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000030.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:08 INFO |  -> Pre-selected 4802 entries from 6334 ( 75.8131 % )
2018-04-10 11:17:09 INFO |  -> Selected 2031 entries ( 32.065 % ). Overall 158034 ( 8.77967 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:09 INFO | Using training file (141/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000026.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:09 INFO |  -> Pre-selected 1724 entries from 2324 ( 74.1824 % )
2018-04-10 11:17:10 INFO |  -> Selected 678 entries ( 29.1738 % ). Overall 158491 ( 8.80506 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:10 INFO | Using training file (142/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000079.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:10 INFO |  -> Pre-selected 4437 entries from 5887 ( 75.3695 % )
2018-04-10 11:17:11 INFO |  -> Selected 1796 entries ( 30.5079 % ). Overall 159724 ( 8.87356 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:11 INFO | Using training file (143/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000087.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:11 INFO |  -> Pre-selected 4901 entries from 6458 ( 75.8904 % )
2018-04-10 11:17:12 INFO |  -> Selected 1974 entries ( 30.5667 % ). Overall 161060 ( 8.94778 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:12 INFO | Using training file (144/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000073.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:12 INFO |  -> Pre-selected 4509 entries from 5936 ( 75.9602 % )
2018-04-10 11:17:13 INFO |  -> Selected 1815 entries ( 30.5761 % ). Overall 162312 ( 9.01733 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:13 INFO | Using training file (145/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000088.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:13 INFO |  -> Pre-selected 4489 entries from 5962 ( 75.2935 % )
2018-04-10 11:17:14 INFO |  -> Selected 1813 entries ( 30.4093 % ). Overall 163571 ( 9.08728 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:14 INFO | Using training file (146/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000068.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:14 INFO |  -> Pre-selected 4164 entries from 5480 ( 75.9854 % )
2018-04-10 11:17:15 INFO |  -> Selected 1721 entries ( 31.4051 % ). Overall 164778 ( 9.15433 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:15 INFO | Using training file (147/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000073.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:15 INFO |  -> Pre-selected 3757 entries from 4997 ( 75.1851 % )
2018-04-10 11:17:16 INFO |  -> Selected 1584 entries ( 31.699 % ). Overall 165870 ( 9.215 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:16 INFO | Using training file (148/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000098.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:16 INFO |  -> Pre-selected 4585 entries from 6101 ( 75.1516 % )
2018-04-10 11:17:17 INFO |  -> Selected 1877 entries ( 30.7654 % ). Overall 167130 ( 9.285 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:17 INFO | Using training file (149/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000102.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:17 INFO |  -> Pre-selected 4557 entries from 6099 ( 74.7172 % )
2018-04-10 11:17:18 INFO |  -> Selected 1790 entries ( 29.3491 % ). Overall 168365 ( 9.35361 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:18 INFO | Using training file (150/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000056.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:18 INFO |  -> Pre-selected 4594 entries from 6062 ( 75.7836 % )
2018-04-10 11:17:19 INFO |  -> Selected 1906 entries ( 31.4418 % ). Overall 169649 ( 9.42494 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:19 INFO | Using training file (151/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000044.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:19 INFO |  -> Pre-selected 3496 entries from 4582 ( 76.2986 % )
2018-04-10 11:17:19 INFO |  -> Selected 1379 entries ( 30.096 % ). Overall 170583 ( 9.47683 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:19 INFO | Using training file (152/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000048.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:19 INFO |  -> Pre-selected 4640 entries from 6229 ( 74.4903 % )
2018-04-10 11:17:21 INFO |  -> Selected 2007 entries ( 32.2203 % ). Overall 171965 ( 9.55361 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:21 INFO | Using training file (153/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000018.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:21 INFO |  -> Pre-selected 1745 entries from 2347 ( 74.3502 % )
2018-04-10 11:17:21 INFO |  -> Selected 674 entries ( 28.7175 % ). Overall 172421 ( 9.57894 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:21 INFO | Using training file (154/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000095.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:21 INFO |  -> Pre-selected 4541 entries from 6047 ( 75.0951 % )
2018-04-10 11:17:22 INFO |  -> Selected 1973 entries ( 32.6277 % ). Overall 173766 ( 9.65367 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:22 INFO | Using training file (155/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000043.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:22 INFO |  -> Pre-selected 2248 entries from 3051 ( 73.6808 % )
2018-04-10 11:17:23 INFO |  -> Selected 986 entries ( 32.3173 % ). Overall 174436 ( 9.69089 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:23 INFO | Using training file (156/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000084.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:23 INFO |  -> Pre-selected 3599 entries from 4734 ( 76.0245 % )
2018-04-10 11:17:24 INFO |  -> Selected 1593 entries ( 33.6502 % ). Overall 175513 ( 9.75072 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:24 INFO | Using training file (157/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000014.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:24 INFO |  -> Pre-selected 4565 entries from 6019 ( 75.8432 % )
2018-04-10 11:17:25 INFO |  -> Selected 1769 entries ( 29.3903 % ). Overall 176737 ( 9.81872 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:25 INFO | Using training file (158/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000082.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:25 INFO |  -> Pre-selected 4667 entries from 6236 ( 74.8396 % )
2018-04-10 11:17:26 INFO |  -> Selected 1954 entries ( 31.3342 % ). Overall 178106 ( 9.89478 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:26 INFO | Using training file (159/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000061.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:26 INFO |  -> Pre-selected 3332 entries from 4438 ( 75.0789 % )
2018-04-10 11:17:27 INFO |  -> Selected 1327 entries ( 29.9009 % ). Overall 179046 ( 9.947 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:27 INFO | Using training file (160/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000015.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:27 INFO |  -> Pre-selected 1631 entries from 2221 ( 73.4354 % )
2018-04-10 11:17:27 INFO |  -> Selected 665 entries ( 29.9415 % ). Overall 179505 ( 9.9725 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:27 INFO | Using training file (161/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000049.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:27 INFO |  -> Pre-selected 3393 entries from 4468 ( 75.94 % )
2018-04-10 11:17:28 INFO |  -> Selected 1297 entries ( 29.0286 % ). Overall 180422 ( 10.0234 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:28 INFO | Using training file (162/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000104.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:28 INFO |  -> Pre-selected 3566 entries from 4766 ( 74.8217 % )
2018-04-10 11:17:29 INFO |  -> Selected 1577 entries ( 33.0885 % ). Overall 181495 ( 10.0831 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:29 INFO | Using training file (163/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000021.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:29 INFO |  -> Pre-selected 4572 entries from 6085 ( 75.1356 % )
2018-04-10 11:17:30 INFO |  -> Selected 1843 entries ( 30.2876 % ). Overall 182736 ( 10.152 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:30 INFO | Using training file (164/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000025.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:30 INFO |  -> Pre-selected 4675 entries from 6265 ( 74.6209 % )
2018-04-10 11:17:31 INFO |  -> Selected 2047 entries ( 32.6736 % ). Overall 184159 ( 10.2311 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:31 INFO | Using training file (165/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000105.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:31 INFO |  -> Pre-selected 4663 entries from 6178 ( 75.4775 % )
2018-04-10 11:17:32 INFO |  -> Selected 1860 entries ( 30.1068 % ). Overall 185456 ( 10.3031 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:32 INFO | Using training file (166/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000024.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:32 INFO |  -> Pre-selected 3472 entries from 4630 ( 74.9892 % )
2018-04-10 11:17:32 INFO |  -> Selected 1371 entries ( 29.6112 % ). Overall 186427 ( 10.3571 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:33 INFO | Using training file (167/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000047.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:33 INFO |  -> Pre-selected 4553 entries from 5994 ( 75.9593 % )
2018-04-10 11:17:34 INFO |  -> Selected 1938 entries ( 32.3323 % ). Overall 187785 ( 10.4325 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:34 INFO | Using training file (168/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000083.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:34 INFO |  -> Pre-selected 3971 entries from 5296 ( 74.9811 % )
2018-04-10 11:17:35 INFO |  -> Selected 1572 entries ( 29.6828 % ). Overall 188884 ( 10.4936 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:35 INFO | Using training file (169/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000016.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:35 INFO |  -> Pre-selected 4761 entries from 6283 ( 75.7759 % )
2018-04-10 11:17:36 INFO |  -> Selected 2034 entries ( 32.3731 % ). Overall 190260 ( 10.57 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:36 INFO | Using training file (170/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000058.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:36 INFO |  -> Pre-selected 4552 entries from 6083 ( 74.8315 % )
2018-04-10 11:17:37 INFO |  -> Selected 1772 entries ( 29.1304 % ). Overall 191470 ( 10.6372 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:37 INFO | Using training file (171/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000103.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:37 INFO |  -> Pre-selected 3199 entries from 4334 ( 73.8117 % )
2018-04-10 11:17:38 INFO |  -> Selected 1288 entries ( 29.7185 % ). Overall 192372 ( 10.6873 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:38 INFO | Using training file (172/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000014.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:38 INFO |  -> Pre-selected 3259 entries from 4356 ( 74.8163 % )
2018-04-10 11:17:38 INFO |  -> Selected 1248 entries ( 28.6501 % ). Overall 193254 ( 10.7363 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:38 INFO | Using training file (173/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000004.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:38 INFO |  -> Pre-selected 1644 entries from 2239 ( 73.4256 % )
2018-04-10 11:17:39 INFO |  -> Selected 682 entries ( 30.46 % ). Overall 193736 ( 10.7631 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:39 INFO | Using training file (174/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000074.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:39 INFO |  -> Pre-selected 3488 entries from 4711 ( 74.0395 % )
2018-04-10 11:17:40 INFO |  -> Selected 1560 entries ( 33.114 % ). Overall 194812 ( 10.8229 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:40 INFO | Using training file (175/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000045.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:40 INFO |  -> Pre-selected 4626 entries from 6126 ( 75.5142 % )
2018-04-10 11:17:41 INFO |  -> Selected 1892 entries ( 30.8848 % ). Overall 196120 ( 10.8956 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:41 INFO | Using training file (176/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000114.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:41 INFO |  -> Pre-selected 4806 entries from 6312 ( 76.1407 % )
2018-04-10 11:17:42 INFO |  -> Selected 2030 entries ( 32.161 % ). Overall 197521 ( 10.9734 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:42 INFO | Using training file (177/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000022.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:42 INFO |  -> Pre-selected 1717 entries from 2291 ( 74.9454 % )
2018-04-10 11:17:42 INFO |  -> Selected 670 entries ( 29.2449 % ). Overall 197959 ( 10.9977 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:42 INFO | Using training file (178/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000027.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:42 INFO |  -> Pre-selected 4682 entries from 6205 ( 75.4553 % )
2018-04-10 11:17:43 INFO |  -> Selected 1875 entries ( 30.2176 % ). Overall 199274 ( 11.0708 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:43 INFO | Using training file (179/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000026.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:43 INFO |  -> Pre-selected 4420 entries from 5880 ( 75.1701 % )
2018-04-10 11:17:45 INFO |  -> Selected 1616 entries ( 27.483 % ). Overall 200409 ( 11.1338 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:45 INFO | Using training file (180/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000017.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:45 INFO |  -> Pre-selected 4781 entries from 6277 ( 76.167 % )
2018-04-10 11:17:46 INFO |  -> Selected 1955 entries ( 31.1455 % ). Overall 201762 ( 11.209 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:46 INFO | Using training file (181/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000008.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:46 INFO |  -> Pre-selected 4481 entries from 6012 ( 74.5343 % )
2018-04-10 11:17:47 INFO |  -> Selected 1881 entries ( 31.2874 % ). Overall 203059 ( 11.2811 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:47 INFO | Using training file (182/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000071.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:47 INFO |  -> Pre-selected 4189 entries from 5545 ( 75.5455 % )
2018-04-10 11:17:48 INFO |  -> Selected 1852 entries ( 33.3995 % ). Overall 204351 ( 11.3528 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:48 INFO | Using training file (183/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000077.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:48 INFO |  -> Pre-selected 4739 entries from 6302 ( 75.1983 % )
2018-04-10 11:17:49 INFO |  -> Selected 2038 entries ( 32.3389 % ). Overall 205785 ( 11.4325 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:49 INFO | Using training file (184/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000033.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:49 INFO |  -> Pre-selected 3301 entries from 4293 ( 76.8926 % )
2018-04-10 11:17:50 INFO |  -> Selected 1399 entries ( 32.5879 % ). Overall 206751 ( 11.4862 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:50 INFO | Using training file (185/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000003.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:50 INFO |  -> Pre-selected 4533 entries from 6049 ( 74.938 % )
2018-04-10 11:17:51 INFO |  -> Selected 1848 entries ( 30.5505 % ). Overall 207994 ( 11.5552 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:51 INFO | Using training file (186/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000009.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:51 INFO |  -> Pre-selected 2411 entries from 3186 ( 75.6748 % )
2018-04-10 11:17:51 INFO |  -> Selected 904 entries ( 28.3741 % ). Overall 208609 ( 11.5894 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:51 INFO | Using training file (187/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000090.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:51 INFO |  -> Pre-selected 4756 entries from 6298 ( 75.516 % )
2018-04-10 11:17:52 INFO |  -> Selected 1893 entries ( 30.0572 % ). Overall 209890 ( 11.6606 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:52 INFO | Using training file (188/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000010.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:52 INFO |  -> Pre-selected 4606 entries from 6117 ( 75.2983 % )
2018-04-10 11:17:53 INFO |  -> Selected 1860 entries ( 30.4071 % ). Overall 211182 ( 11.7323 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:53 INFO | Using training file (189/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000052.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:53 INFO |  -> Pre-selected 4589 entries from 6099 ( 75.2418 % )
2018-04-10 11:17:54 INFO |  -> Selected 1905 entries ( 31.2346 % ). Overall 212492 ( 11.8051 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:54 INFO | Using training file (190/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000032.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:54 INFO |  -> Pre-selected 4506 entries from 5952 ( 75.7056 % )
2018-04-10 11:17:55 INFO |  -> Selected 1764 entries ( 29.6371 % ). Overall 213729 ( 11.8738 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:55 INFO | Using training file (191/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000029.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:55 INFO |  -> Pre-selected 4559 entries from 6172 ( 73.8658 % )
2018-04-10 11:17:56 INFO |  -> Selected 1752 entries ( 28.3863 % ). Overall 214939 ( 11.9411 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:56 INFO | Using training file (192/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000057.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:56 INFO |  -> Pre-selected 4590 entries from 6098 ( 75.2706 % )
2018-04-10 11:17:57 INFO |  -> Selected 1928 entries ( 31.6169 % ). Overall 216284 ( 12.0158 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:57 INFO | Using training file (193/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000013.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:57 INFO |  -> Pre-selected 4593 entries from 6121 ( 75.0368 % )
2018-04-10 11:17:58 INFO |  -> Selected 1876 entries ( 30.6486 % ). Overall 217582 ( 12.0879 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:17:58 INFO | Using training file (194/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000001.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:17:59 INFO |  -> Pre-selected 4609 entries from 6106 ( 75.4831 % )
2018-04-10 11:18:00 INFO |  -> Selected 1953 entries ( 31.9849 % ). Overall 218945 ( 12.1636 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:00 INFO | Using training file (195/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000013.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:00 INFO |  -> Pre-selected 4902 entries from 6554 ( 74.794 % )
2018-04-10 11:18:01 INFO |  -> Selected 2070 entries ( 31.5838 % ). Overall 220399 ( 12.2444 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:01 INFO | Using training file (196/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000078.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:01 INFO |  -> Pre-selected 4796 entries from 6339 ( 75.6586 % )
2018-04-10 11:18:02 INFO |  -> Selected 2057 entries ( 32.4499 % ). Overall 221772 ( 12.3207 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:02 INFO | Using training file (197/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000070.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:02 INFO |  -> Pre-selected 4401 entries from 5862 ( 75.0768 % )
2018-04-10 11:18:03 INFO |  -> Selected 1811 entries ( 30.8939 % ). Overall 223019 ( 12.3899 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:03 INFO | Using training file (198/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000076.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:03 INFO |  -> Pre-selected 4831 entries from 6329 ( 76.3312 % )
2018-04-10 11:18:04 INFO |  -> Selected 2059 entries ( 32.5328 % ). Overall 224426 ( 12.4681 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:04 INFO | Using training file (199/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000101.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:04 INFO |  -> Pre-selected 4821 entries from 6378 ( 75.588 % )
2018-04-10 11:18:05 INFO |  -> Selected 2008 entries ( 31.4832 % ). Overall 225791 ( 12.5439 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:05 INFO | Using training file (200/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000036.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:05 INFO |  -> Pre-selected 4399 entries from 5893 ( 74.6479 % )
2018-04-10 11:18:06 INFO |  -> Selected 1792 entries ( 30.409 % ). Overall 227008 ( 12.6116 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:06 INFO | Using training file (201/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000041.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:06 INFO |  -> Pre-selected 4775 entries from 6321 ( 75.5418 % )
2018-04-10 11:18:07 INFO |  -> Selected 1960 entries ( 31.0078 % ). Overall 228379 ( 12.6877 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:07 INFO | Using training file (202/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000009.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:07 INFO |  -> Pre-selected 1698 entries from 2273 ( 74.703 % )
2018-04-10 11:18:08 INFO |  -> Selected 678 entries ( 29.8284 % ). Overall 228847 ( 12.7137 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:08 INFO | Using training file (203/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000072.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:08 INFO |  -> Pre-selected 4557 entries from 6101 ( 74.6927 % )
2018-04-10 11:18:09 INFO |  -> Selected 1923 entries ( 31.5194 % ). Overall 230177 ( 12.7876 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:09 INFO | Using training file (204/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000022.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:09 INFO |  -> Pre-selected 4471 entries from 5950 ( 75.1429 % )
2018-04-10 11:18:10 INFO |  -> Selected 1897 entries ( 31.8824 % ). Overall 231488 ( 12.8604 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:10 INFO | Using training file (205/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000083.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:10 INFO |  -> Pre-selected 4556 entries from 6088 ( 74.8357 % )
2018-04-10 11:18:11 INFO |  -> Selected 1721 entries ( 28.2687 % ). Overall 232708 ( 12.9282 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:11 INFO | Using training file (206/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000034.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:11 INFO |  -> Pre-selected 3665 entries from 4805 ( 76.2747 % )
2018-04-10 11:18:12 INFO |  -> Selected 1489 entries ( 30.9886 % ). Overall 233768 ( 12.9871 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:12 INFO | Using training file (207/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000042.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:12 INFO |  -> Pre-selected 4427 entries from 5897 ( 75.0721 % )
2018-04-10 11:18:13 INFO |  -> Selected 1722 entries ( 29.2013 % ). Overall 234951 ( 13.0528 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:13 INFO | Using training file (208/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000068.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:13 INFO |  -> Pre-selected 2264 entries from 3002 ( 75.4164 % )
2018-04-10 11:18:14 INFO |  -> Selected 857 entries ( 28.5476 % ). Overall 235538 ( 13.0854 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:14 INFO | Using training file (209/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000037.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:14 INFO |  -> Pre-selected 4666 entries from 6214 ( 75.0885 % )
2018-04-10 11:18:15 INFO |  -> Selected 1775 entries ( 28.5645 % ). Overall 236790 ( 13.155 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:15 INFO | Using training file (210/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000001.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:15 INFO |  -> Pre-selected 4703 entries from 6231 ( 75.4775 % )
2018-04-10 11:18:15 INFO |  -> Selected 1910 entries ( 30.6532 % ). Overall 238124 ( 13.2291 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:15 INFO | Using training file (211/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000028.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:15 INFO |  -> Pre-selected 4572 entries from 6039 ( 75.7079 % )
2018-04-10 11:18:16 INFO |  -> Selected 1943 entries ( 32.1742 % ). Overall 239475 ( 13.3042 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:16 INFO | Using training file (212/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000103.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:16 INFO |  -> Pre-selected 4724 entries from 6245 ( 75.6445 % )
2018-04-10 11:18:17 INFO |  -> Selected 2020 entries ( 32.3459 % ). Overall 240866 ( 13.3814 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:17 INFO | Using training file (213/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000051.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:17 INFO |  -> Pre-selected 3401 entries from 4533 ( 75.0276 % )
2018-04-10 11:18:18 INFO |  -> Selected 1307 entries ( 28.833 % ). Overall 241779 ( 13.4322 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:18 INFO | Using training file (214/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000006.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:18 INFO |  -> Pre-selected 1705 entries from 2238 ( 76.1841 % )
2018-04-10 11:18:18 INFO |  -> Selected 755 entries ( 33.7355 % ). Overall 242331 ( 13.4628 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:18 INFO | Using training file (215/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000062.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:18 INFO |  -> Pre-selected 4537 entries from 5987 ( 75.7809 % )
2018-04-10 11:18:19 INFO |  -> Selected 1735 entries ( 28.9795 % ). Overall 243531 ( 13.5295 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:19 INFO | Using training file (216/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000099.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:19 INFO |  -> Pre-selected 4486 entries from 6039 ( 74.2838 % )
2018-04-10 11:18:21 INFO |  -> Selected 1859 entries ( 30.7832 % ). Overall 244838 ( 13.6021 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:21 INFO | Using training file (217/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000095.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:21 INFO |  -> Pre-selected 4508 entries from 6004 ( 75.0833 % )
2018-04-10 11:18:22 INFO |  -> Selected 1802 entries ( 30.0133 % ). Overall 246076 ( 13.6709 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:22 INFO | Using training file (218/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000050.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:22 INFO |  -> Pre-selected 4714 entries from 6206 ( 75.9587 % )
2018-04-10 11:18:23 INFO |  -> Selected 1770 entries ( 28.5208 % ). Overall 247324 ( 13.7402 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:23 INFO | Using training file (219/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000043.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:23 INFO |  -> Pre-selected 3325 entries from 4445 ( 74.8031 % )
2018-04-10 11:18:24 INFO |  -> Selected 1234 entries ( 27.7615 % ). Overall 248152 ( 13.7862 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:24 INFO | Using training file (220/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000077.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:24 INFO |  -> Pre-selected 4250 entries from 5707 ( 74.4699 % )
2018-04-10 11:18:25 INFO |  -> Selected 1847 entries ( 32.3638 % ). Overall 249447 ( 13.8582 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:25 INFO | Using training file (221/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000011.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:25 INFO |  -> Pre-selected 4801 entries from 6301 ( 76.1943 % )
2018-04-10 11:18:26 INFO |  -> Selected 1988 entries ( 31.5505 % ). Overall 250825 ( 13.9347 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:26 INFO | Using training file (222/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000014.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:26 INFO |  -> Pre-selected 1707 entries from 2291 ( 74.5089 % )
2018-04-10 11:18:26 INFO |  -> Selected 789 entries ( 34.4391 % ). Overall 251360 ( 13.9644 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:26 INFO | Using training file (223/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000064.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:26 INFO |  -> Pre-selected 4581 entries from 6097 ( 75.1353 % )
2018-04-10 11:18:27 INFO |  -> Selected 1998 entries ( 32.7702 % ). Overall 252739 ( 14.0411 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:27 INFO | Using training file (224/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000065.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:27 INFO |  -> Pre-selected 4383 entries from 5851 ( 74.9103 % )
2018-04-10 11:18:28 INFO |  -> Selected 1655 entries ( 28.2858 % ). Overall 253839 ( 14.1022 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:28 INFO | Using training file (225/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000040.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:28 INFO |  -> Pre-selected 3590 entries from 4764 ( 75.3568 % )
2018-04-10 11:18:29 INFO |  -> Selected 1343 entries ( 28.1906 % ). Overall 254755 ( 14.1531 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:29 INFO | Using training file (226/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000065.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:29 INFO |  -> Pre-selected 4697 entries from 6218 ( 75.5388 % )
2018-04-10 11:18:30 INFO |  -> Selected 2022 entries ( 32.5185 % ). Overall 256154 ( 14.2308 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:30 INFO | Using training file (227/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000017.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:30 INFO |  -> Pre-selected 1696 entries from 2289 ( 74.0935 % )
2018-04-10 11:18:31 INFO |  -> Selected 679 entries ( 29.6636 % ). Overall 256624 ( 14.2569 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:31 INFO | Using training file (228/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000107.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:31 INFO |  -> Pre-selected 1148 entries from 1487 ( 77.2024 % )
2018-04-10 11:18:31 INFO |  -> Selected 509 entries ( 34.23 % ). Overall 256975 ( 14.2764 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:31 INFO | Using training file (229/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000113.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:31 INFO |  -> Pre-selected 3518 entries from 4659 ( 75.5098 % )
2018-04-10 11:18:32 INFO |  -> Selected 1500 entries ( 32.1958 % ). Overall 258013 ( 14.3341 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:32 INFO | Using training file (230/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000080.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:32 INFO |  -> Pre-selected 4587 entries from 6066 ( 75.6182 % )
2018-04-10 11:18:33 INFO |  -> Selected 2076 entries ( 34.2235 % ). Overall 259430 ( 14.4128 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:33 INFO | Using training file (231/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000084.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:33 INFO |  -> Pre-selected 4257 entries from 5670 ( 75.0794 % )
2018-04-10 11:18:33 INFO |  -> Selected 1725 entries ( 30.4233 % ). Overall 260633 ( 14.4796 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:33 INFO | Using training file (232/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000069.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:34 INFO |  -> Pre-selected 1199 entries from 1630 ( 73.5583 % )
2018-04-10 11:18:34 INFO |  -> Selected 469 entries ( 28.773 % ). Overall 260968 ( 14.4982 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:34 INFO | Using training file (233/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000109.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:34 INFO |  -> Pre-selected 4704 entries from 6249 ( 75.276 % )
2018-04-10 11:18:35 INFO |  -> Selected 1914 entries ( 30.6289 % ). Overall 262280 ( 14.5711 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:35 INFO | Using training file (234/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000012.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:35 INFO |  -> Pre-selected 4730 entries from 6249 ( 75.6921 % )
2018-04-10 11:18:36 INFO |  -> Selected 1989 entries ( 31.8291 % ). Overall 263651 ( 14.6473 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:36 INFO | Using training file (235/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000031.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:36 INFO |  -> Pre-selected 4369 entries from 5942 ( 73.5274 % )
2018-04-10 11:18:37 INFO |  -> Selected 1817 entries ( 30.5789 % ). Overall 264902 ( 14.7168 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:37 INFO | Using training file (236/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000081.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:37 INFO |  -> Pre-selected 1061 entries from 1438 ( 73.783 % )
2018-04-10 11:18:38 INFO |  -> Selected 416 entries ( 28.9291 % ). Overall 265192 ( 14.7329 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:38 INFO | Using training file (237/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000042.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:38 INFO |  -> Pre-selected 1062 entries from 1430 ( 74.2657 % )
2018-04-10 11:18:38 INFO |  -> Selected 482 entries ( 33.7063 % ). Overall 265529 ( 14.7516 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:38 INFO | Using training file (238/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000003.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:38 INFO |  -> Pre-selected 1735 entries from 2277 ( 76.1968 % )
2018-04-10 11:18:38 INFO |  -> Selected 709 entries ( 31.1375 % ). Overall 266012 ( 14.7784 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:38 INFO | Using training file (239/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000094.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:38 INFO |  -> Pre-selected 4449 entries from 5936 ( 74.9495 % )
2018-04-10 11:18:39 INFO |  -> Selected 1887 entries ( 31.7891 % ). Overall 267297 ( 14.8498 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:39 INFO | Using training file (240/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000106.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:39 INFO |  -> Pre-selected 3750 entries from 5020 ( 74.7012 % )
2018-04-10 11:18:40 INFO |  -> Selected 1514 entries ( 30.1594 % ). Overall 268324 ( 14.9069 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:40 INFO | Using training file (241/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000008.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:40 INFO |  -> Pre-selected 4513 entries from 6084 ( 74.1782 % )
2018-04-10 11:18:41 INFO |  -> Selected 1856 entries ( 30.5062 % ). Overall 269613 ( 14.9785 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:41 INFO | Using training file (242/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000021.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:41 INFO |  -> Pre-selected 4493 entries from 5954 ( 75.4619 % )
2018-04-10 11:18:42 INFO |  -> Selected 1937 entries ( 32.5328 % ). Overall 271011 ( 15.0562 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:42 INFO | Using training file (243/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000109.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:42 INFO |  -> Pre-selected 4676 entries from 6203 ( 75.3829 % )
2018-04-10 11:18:43 INFO |  -> Selected 1892 entries ( 30.5014 % ). Overall 272293 ( 15.1274 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:43 INFO | Using training file (244/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000033.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:43 INFO |  -> Pre-selected 3411 entries from 4520 ( 75.4646 % )
2018-04-10 11:18:44 INFO |  -> Selected 1428 entries ( 31.5929 % ). Overall 273289 ( 15.1827 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:44 INFO | Using training file (245/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000100.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:44 INFO |  -> Pre-selected 4617 entries from 6055 ( 76.251 % )
2018-04-10 11:18:45 INFO |  -> Selected 1981 entries ( 32.7168 % ). Overall 274643 ( 15.2579 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:45 INFO | Using training file (246/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000048.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:45 INFO |  -> Pre-selected 4770 entries from 6377 ( 74.8001 % )
2018-04-10 11:18:46 INFO |  -> Selected 1889 entries ( 29.6221 % ). Overall 275932 ( 15.3296 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:46 INFO | Using training file (247/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000007.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:46 INFO |  -> Pre-selected 4763 entries from 6289 ( 75.7354 % )
2018-04-10 11:18:47 INFO |  -> Selected 1933 entries ( 30.7362 % ). Overall 277273 ( 15.4041 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:47 INFO | Using training file (248/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000001.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:47 INFO |  -> Pre-selected 1647 entries from 2189 ( 75.2398 % )
2018-04-10 11:18:48 INFO |  -> Selected 737 entries ( 33.6683 % ). Overall 277787 ( 15.4326 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:48 INFO | Using training file (249/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000100.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:48 INFO |  -> Pre-selected 3458 entries from 4509 ( 76.6911 % )
2018-04-10 11:18:49 INFO |  -> Selected 1409 entries ( 31.2486 % ). Overall 278754 ( 15.4863 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:49 INFO | Using training file (250/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000102.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:49 INFO |  -> Pre-selected 4656 entries from 6158 ( 75.609 % )
2018-04-10 11:18:50 INFO |  -> Selected 1863 entries ( 30.2533 % ). Overall 280024 ( 15.5569 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:50 INFO | Using training file (251/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000002.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:50 INFO |  -> Pre-selected 3452 entries from 4627 ( 74.6056 % )
2018-04-10 11:18:51 INFO |  -> Selected 1374 entries ( 29.6953 % ). Overall 280995 ( 15.6108 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:51 INFO | Using training file (252/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000005.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:51 INFO |  -> Pre-selected 1674 entries from 2209 ( 75.7809 % )
2018-04-10 11:18:51 INFO |  -> Selected 744 entries ( 33.6804 % ). Overall 281510 ( 15.6394 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:51 INFO | Using training file (253/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000024.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:51 INFO |  -> Pre-selected 4007 entries from 5289 ( 75.761 % )
2018-04-10 11:18:52 INFO |  -> Selected 1727 entries ( 32.6527 % ). Overall 282726 ( 15.707 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:52 INFO | Using training file (254/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000019.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:52 INFO |  -> Pre-selected 4532 entries from 6042 ( 75.0083 % )
2018-04-10 11:18:53 INFO |  -> Selected 1874 entries ( 31.0162 % ). Overall 284009 ( 15.7783 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:53 INFO | Using training file (255/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000089.root.1c939dbebfe3c0ff Tuple=ANNPID/DecayTree
2018-04-10 11:18:53 INFO |  -> Pre-selected 3329 entries from 4442 ( 74.9437 % )
2018-04-10 11:18:54 INFO |  -> Selected 1355 entries ( 30.5043 % ). Overall 284959 ( 15.8311 % ) of required 1800000 non-ghost training entries.
2018-04-10 11:18:54 INFO | Considered 1000147 tracks for input to MVA training
2018-04-10 11:18:54 INFO |   Sel. Eff. = 41.1949%
2018-04-10 11:18:54 INFO | Selected 288095/122535 tracks for input to MVA training/testing
2018-04-10 11:18:54 INFO |   Ghost percentage = 1.08853%
2018-04-10 11:18:54 INFO |   Electron percentage = 0.727538%
2018-04-10 11:18:54 INFO |   Muon percentage = 0.286711%
2018-04-10 11:18:54 INFO |   Pion percentage = 64.9019%
2018-04-10 11:18:54 INFO |   Kaon percentage = 4.94351%
2018-04-10 11:18:54 INFO |   Proton percentage = 2.82303%
2018-04-10 11:18:54 WARN | Unknown Particle type 3112
2018-04-10 11:18:54 INFO |   'PDG=3112' percentage = 0.099967%
2018-04-10 11:18:54 WARN | Unknown Particle type 3222
2018-04-10 11:18:54 INFO |   'PDG=3222' percentage = 0.0864298%
2018-04-10 11:18:54 WARN | Unknown Particle type 3312
2018-04-10 11:18:54 INFO |   'PDG=3312' percentage = 0.0406116%
2018-04-10 11:18:54 INFO |   Deuteron percentage = 25.0001%
2018-04-10 11:18:54 INFO | Skipped 1 contributions below 0.01%
2018-04-10 11:18:54 INFO | Created text/MC2016Deuterons-Mixture/EvalWithPreSel
2018-04-10 11:18:54 INFO | Created Plots directory Upstream-Deuteron-evaluation.root:/TrainMixture/EvalMC2016DeuteronsMixture/EvalWithPreSel
2018-04-10 11:18:54 INFO | Making plots for input BremPIDe
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.0001
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.0010
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.0050
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.0100
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.0250
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.0500
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.0750
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.1000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.2000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.3000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.4000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.6000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.7000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.8000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.9000
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.9250
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.9500
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.9750
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.9900
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.9950
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.9990
2018-04-10 11:18:54 INFO | Creating ROOT directory MVAcut0.9999
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-8.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-7.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-6.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-5.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-5.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-4.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-4.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-3.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-3.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-2.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-2.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-1.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-1.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut-0.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut0.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut0.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut1.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut1.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut2.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut2.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut3.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut3.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut4.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut4.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut5.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut5.5000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut6.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut7.0000
2018-04-10 11:18:54 INFO | Creating ROOT directory DLLcut8.0000
2018-04-10 11:18:54 INFO | Making plots for input InAccBrem
2018-04-10 11:18:54 INFO | Making plots for input RichAboveKaThres
2018-04-10 11:18:54 INFO | Making plots for input RichAbovePiThres
2018-04-10 11:18:54 INFO | Making plots for input RichAbovePrThres
2018-04-10 11:18:54 INFO | Making plots for input RichDLLbt
2018-04-10 11:18:54 INFO | Making plots for input RichDLLd
2018-04-10 11:18:54 INFO | Making plots for input RichDLLe
2018-04-10 11:18:54 INFO | Making plots for input RichDLLk
2018-04-10 11:18:54 INFO | Making plots for input RichDLLmu
2018-04-10 11:18:54 INFO | Making plots for input RichDLLp
2018-04-10 11:18:54 INFO | Making plots for input RichUsedR1Gas
2018-04-10 11:18:54 INFO | Making plots for input TrackChi2PerDof
2018-04-10 11:18:54 INFO | Making plots for input TrackFitVeloChi2
2018-04-10 11:18:54 INFO | Making plots for input TrackFitVeloNDoF
2018-04-10 11:18:54 INFO | Making plots for input TrackGhostProbability
2018-04-10 11:18:54 INFO | Making plots for input TrackNumDof
2018-04-10 11:18:54 INFO | Making plots for input TrackP
2018-04-10 11:18:54 INFO | Making plots for input TrackPt
                         : Booking "MLP" of type "MLP" from GlobalPID_Deuteron_Upstream_TMVA.weights.xml.
<HEADER> DataSetInfo              : [Default] : Added class "Signal"
<HEADER> DataSetInfo              : [Default] : Added class "Background"
<HEADER> Deuteron_Upstream_TMVA   : Building Network. 
                         : Initializing weights
                         : Booked classifier "Deuteron_Upstream_TMVA" of type: "MLP"
2018-04-10 11:18:54 INFO | Creating selection from 'AllPhysTracksInEvent.txt'
2018-04-10 11:18:54 INFO |   -> !HasMC || MCVertexType==1 || MCVertexType==2
2018-04-10 11:18:54 INFO | Evaluation mode 'EvalWithPreSel'
2018-04-10 11:18:54 INFO | Will apply all track pre-selections during evaluation
2018-04-10 11:18:54 INFO | Will reuse training files for evaluation
2018-04-10 11:18:54 INFO | Evaluation Datafile Selection hash = ac14ec6e5fedfd9f
2018-04-10 11:18:54 INFO | Using evaluation file (1/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000022.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:18:55 INFO |  -> Pre-selected 105983 entries from 105983 ( 100 % )
2018-04-10 11:20:49 INFO |  -> Selected 105983 entries ( 100 % ). Overall 105983 ( 1.05983 % ) of required 10000000 entries.
2018-04-10 11:20:49 INFO | Using evaluation file (2/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000016.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:20:49 INFO |  -> Pre-selected 40527 entries from 40527 ( 100 % )
2018-04-10 11:21:32 INFO |  -> Selected 40527 entries ( 100 % ). Overall 146510 ( 1.4651 % ) of required 10000000 entries.
2018-04-10 11:21:32 INFO | Using evaluation file (3/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000023.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:21:33 INFO |  -> Pre-selected 110984 entries from 110984 ( 100 % )
2018-04-10 11:23:31 INFO |  -> Selected 110984 entries ( 100 % ). Overall 257494 ( 2.57494 % ) of required 10000000 entries.
2018-04-10 11:23:31 INFO | Using evaluation file (4/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000085.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:23:31 INFO |  -> Pre-selected 27518 entries from 27518 ( 100 % )
2018-04-10 11:24:00 INFO |  -> Selected 27518 entries ( 100 % ). Overall 285012 ( 2.85012 % ) of required 10000000 entries.
2018-04-10 11:24:00 INFO | Using evaluation file (5/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000067.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:24:00 INFO |  -> Pre-selected 81113 entries from 81113 ( 100 % )
2018-04-10 11:25:29 INFO |  -> Selected 81113 entries ( 100 % ). Overall 366125 ( 3.66125 % ) of required 10000000 entries.
2018-04-10 11:25:29 INFO | Using evaluation file (6/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000028.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:25:29 INFO |  -> Pre-selected 40752 entries from 40752 ( 100 % )
2018-04-10 11:26:19 INFO |  -> Selected 40752 entries ( 100 % ). Overall 406877 ( 4.06877 % ) of required 10000000 entries.
2018-04-10 11:26:19 INFO | Using evaluation file (7/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000044.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:26:19 INFO |  -> Pre-selected 111981 entries from 111981 ( 100 % )
2018-04-10 11:29:00 INFO |  -> Selected 111981 entries ( 100 % ). Overall 518858 ( 5.18858 % ) of required 10000000 entries.
2018-04-10 11:29:00 INFO | Using evaluation file (8/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000079.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:29:00 INFO |  -> Pre-selected 110341 entries from 110341 ( 100 % )
2018-04-10 11:31:23 INFO |  -> Selected 110341 entries ( 100 % ). Overall 629199 ( 6.29199 % ) of required 10000000 entries.
2018-04-10 11:31:23 INFO | Using evaluation file (9/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000054.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:31:23 INFO |  -> Pre-selected 109258 entries from 109258 ( 100 % )
2018-04-10 11:33:28 INFO |  -> Selected 109258 entries ( 100 % ). Overall 738457 ( 7.38457 % ) of required 10000000 entries.
2018-04-10 11:33:28 INFO | Using evaluation file (10/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000025.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:33:28 INFO |  -> Pre-selected 40704 entries from 40704 ( 100 % )
2018-04-10 11:34:19 INFO |  -> Selected 40704 entries ( 100 % ). Overall 779161 ( 7.79161 % ) of required 10000000 entries.
2018-04-10 11:34:19 INFO | Using evaluation file (11/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000101.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:34:19 INFO |  -> Pre-selected 84341 entries from 84341 ( 100 % )
2018-04-10 11:35:54 INFO |  -> Selected 84341 entries ( 100 % ). Overall 863502 ( 8.63502 % ) of required 10000000 entries.
2018-04-10 11:35:54 INFO | Using evaluation file (12/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000060.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:35:54 INFO |  -> Pre-selected 110674 entries from 110674 ( 100 % )
2018-04-10 11:37:58 INFO |  -> Selected 110674 entries ( 100 % ). Overall 974176 ( 9.74176 % ) of required 10000000 entries.
2018-04-10 11:37:58 INFO | Using evaluation file (13/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000036.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:37:58 INFO |  -> Pre-selected 109769 entries from 109769 ( 100 % )
2018-04-10 11:40:22 INFO |  -> Selected 109769 entries ( 100 % ). Overall 1083945 ( 10.8394 % ) of required 10000000 entries.
2018-04-10 11:40:22 INFO | Using evaluation file (14/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000064.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:40:22 INFO |  -> Pre-selected 111907 entries from 111907 ( 100 % )
2018-04-10 11:42:56 INFO |  -> Selected 111907 entries ( 100 % ). Overall 1195852 ( 11.9585 % ) of required 10000000 entries.
2018-04-10 11:42:56 INFO | Using evaluation file (15/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000105.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:42:56 INFO |  -> Pre-selected 111993 entries from 111993 ( 100 % )
2018-04-10 11:45:37 INFO |  -> Selected 111993 entries ( 100 % ). Overall 1307845 ( 13.0785 % ) of required 10000000 entries.
2018-04-10 11:45:37 INFO | Using evaluation file (16/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000010.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:45:37 INFO |  -> Pre-selected 40795 entries from 40795 ( 100 % )
2018-04-10 11:46:32 INFO |  -> Selected 40795 entries ( 100 % ). Overall 1348640 ( 13.4864 % ) of required 10000000 entries.
2018-04-10 11:46:32 INFO | Using evaluation file (17/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000056.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:46:32 INFO |  -> Pre-selected 82674 entries from 82674 ( 100 % )
2018-04-10 11:48:52 INFO |  -> Selected 82674 entries ( 100 % ). Overall 1431314 ( 14.3131 % ) of required 10000000 entries.
2018-04-10 11:48:52 INFO | Using evaluation file (18/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000086.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:48:52 INFO |  -> Pre-selected 81536 entries from 81536 ( 100 % )
2018-04-10 11:50:57 INFO |  -> Selected 81536 entries ( 100 % ). Overall 1512850 ( 15.1285 % ) of required 10000000 entries.
2018-04-10 11:50:57 INFO | Using evaluation file (19/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000099.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:50:57 INFO |  -> Pre-selected 111226 entries from 111226 ( 100 % )
2018-04-10 11:53:27 INFO |  -> Selected 111226 entries ( 100 % ). Overall 1624076 ( 16.2408 % ) of required 10000000 entries.
2018-04-10 11:53:27 INFO | Using evaluation file (20/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000106.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:53:27 INFO |  -> Pre-selected 107633 entries from 107633 ( 100 % )
2018-04-10 11:55:34 INFO |  -> Selected 107633 entries ( 100 % ). Overall 1731709 ( 17.3171 % ) of required 10000000 entries.
2018-04-10 11:55:34 INFO | Using evaluation file (21/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000006.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:55:35 INFO |  -> Pre-selected 106399 entries from 106399 ( 100 % )
2018-04-10 11:57:44 INFO |  -> Selected 106399 entries ( 100 % ). Overall 1838108 ( 18.3811 % ) of required 10000000 entries.
2018-04-10 11:57:44 INFO | Using evaluation file (22/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000025.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:57:44 INFO |  -> Pre-selected 80579 entries from 80579 ( 100 % )
2018-04-10 11:59:19 INFO |  -> Selected 80579 entries ( 100 % ). Overall 1918687 ( 19.1869 % ) of required 10000000 entries.
2018-04-10 11:59:19 INFO | Using evaluation file (23/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000063.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 11:59:19 INFO |  -> Pre-selected 114738 entries from 114738 ( 100 % )
2018-04-10 12:01:34 INFO |  -> Selected 114738 entries ( 100 % ). Overall 2033425 ( 20.3343 % ) of required 10000000 entries.
2018-04-10 12:01:34 INFO | Using evaluation file (24/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000087.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:01:35 INFO |  -> Pre-selected 108251 entries from 108251 ( 100 % )
2018-04-10 12:03:49 INFO |  -> Selected 108251 entries ( 100 % ). Overall 2141676 ( 21.4168 % ) of required 10000000 entries.
2018-04-10 12:03:49 INFO | Using evaluation file (25/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000075.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:03:49 INFO |  -> Pre-selected 110343 entries from 110343 ( 100 % )
2018-04-10 12:06:29 INFO |  -> Selected 110343 entries ( 100 % ). Overall 2252019 ( 22.5202 % ) of required 10000000 entries.
2018-04-10 12:06:29 INFO | Using evaluation file (26/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000002.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:06:29 INFO |  -> Pre-selected 84427 entries from 84427 ( 100 % )
2018-04-10 12:08:17 INFO |  -> Selected 84427 entries ( 100 % ). Overall 2336446 ( 23.3645 % ) of required 10000000 entries.
2018-04-10 12:08:17 INFO | Using evaluation file (27/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000090.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:08:17 INFO |  -> Pre-selected 79532 entries from 79532 ( 100 % )
2018-04-10 12:10:01 INFO |  -> Selected 79532 entries ( 100 % ). Overall 2415978 ( 24.1598 % ) of required 10000000 entries.
2018-04-10 12:10:01 INFO | Using evaluation file (28/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000069.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:10:01 INFO |  -> Pre-selected 113953 entries from 113953 ( 100 % )
2018-04-10 12:12:34 INFO |  -> Selected 113953 entries ( 100 % ). Overall 2529931 ( 25.2993 % ) of required 10000000 entries.
2018-04-10 12:12:34 INFO | Using evaluation file (29/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000008.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:12:34 INFO |  -> Pre-selected 40634 entries from 40634 ( 100 % )
2018-04-10 12:13:31 INFO |  -> Selected 40634 entries ( 100 % ). Overall 2570565 ( 25.7056 % ) of required 10000000 entries.
2018-04-10 12:13:32 INFO | Using evaluation file (30/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000051.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:13:32 INFO |  -> Pre-selected 110221 entries from 110221 ( 100 % )
2018-04-10 12:16:14 INFO |  -> Selected 110221 entries ( 100 % ). Overall 2680786 ( 26.8079 % ) of required 10000000 entries.
2018-04-10 12:16:14 INFO | Using evaluation file (31/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000003.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:16:15 INFO |  -> Pre-selected 109865 entries from 109865 ( 100 % )
2018-04-10 12:19:00 INFO |  -> Selected 109865 entries ( 100 % ). Overall 2790651 ( 27.9065 % ) of required 10000000 entries.
2018-04-10 12:19:00 INFO | Using evaluation file (32/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000070.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:19:01 INFO |  -> Pre-selected 29041 entries from 29041 ( 100 % )
2018-04-10 12:19:51 INFO |  -> Selected 29041 entries ( 100 % ). Overall 2819692 ( 28.1969 % ) of required 10000000 entries.
2018-04-10 12:19:51 INFO | Using evaluation file (33/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000030.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:19:51 INFO |  -> Pre-selected 84769 entries from 84769 ( 100 % )
2018-04-10 12:21:44 INFO |  -> Selected 84769 entries ( 100 % ). Overall 2904461 ( 29.0446 % ) of required 10000000 entries.
2018-04-10 12:21:44 INFO | Using evaluation file (34/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000031.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:21:45 INFO |  -> Pre-selected 110778 entries from 110778 ( 100 % )
2018-04-10 12:24:03 INFO |  -> Selected 110778 entries ( 100 % ). Overall 3015239 ( 30.1524 % ) of required 10000000 entries.
2018-04-10 12:24:03 INFO | Using evaluation file (35/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000015.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:24:03 INFO |  -> Pre-selected 110056 entries from 110056 ( 100 % )
2018-04-10 12:26:39 INFO |  -> Selected 110056 entries ( 100 % ). Overall 3125295 ( 31.2529 % ) of required 10000000 entries.
2018-04-10 12:26:39 INFO | Using evaluation file (36/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000027.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:26:39 INFO |  -> Pre-selected 40534 entries from 40534 ( 100 % )
2018-04-10 12:27:42 INFO |  -> Selected 40534 entries ( 100 % ). Overall 3165829 ( 31.6583 % ) of required 10000000 entries.
2018-04-10 12:27:42 INFO | Using evaluation file (37/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000011.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:27:42 INFO |  -> Pre-selected 41090 entries from 41090 ( 100 % )
2018-04-10 12:28:38 INFO |  -> Selected 41090 entries ( 100 % ). Overall 3206919 ( 32.0692 % ) of required 10000000 entries.
2018-04-10 12:28:38 INFO | Using evaluation file (38/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000057.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:28:38 INFO |  -> Pre-selected 110510 entries from 110510 ( 100 % )
2018-04-10 12:30:58 INFO |  -> Selected 110510 entries ( 100 % ). Overall 3317429 ( 33.1743 % ) of required 10000000 entries.
2018-04-10 12:30:58 INFO | Using evaluation file (39/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000017.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:30:58 INFO |  -> Pre-selected 111223 entries from 111223 ( 100 % )
2018-04-10 12:33:18 INFO |  -> Selected 111223 entries ( 100 % ). Overall 3428652 ( 34.2865 % ) of required 10000000 entries.
2018-04-10 12:33:18 INFO | Using evaluation file (40/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000098.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:33:18 INFO |  -> Pre-selected 89221 entries from 89221 ( 100 % )
2018-04-10 12:35:10 INFO |  -> Selected 89221 entries ( 100 % ). Overall 3517873 ( 35.1787 % ) of required 10000000 entries.
2018-04-10 12:35:10 INFO | Using evaluation file (41/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000052.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:35:10 INFO |  -> Pre-selected 106973 entries from 106973 ( 100 % )
2018-04-10 12:37:30 INFO |  -> Selected 106973 entries ( 100 % ). Overall 3624846 ( 36.2485 % ) of required 10000000 entries.
2018-04-10 12:37:30 INFO | Using evaluation file (42/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000093.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:37:30 INFO |  -> Pre-selected 107306 entries from 107306 ( 100 % )
2018-04-10 12:39:46 INFO |  -> Selected 107306 entries ( 100 % ). Overall 3732152 ( 37.3215 % ) of required 10000000 entries.
2018-04-10 12:39:46 INFO | Using evaluation file (43/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000111.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:39:46 INFO |  -> Pre-selected 107969 entries from 107969 ( 100 % )
2018-04-10 12:42:19 INFO |  -> Selected 107969 entries ( 100 % ). Overall 3840121 ( 38.4012 % ) of required 10000000 entries.
2018-04-10 12:42:19 INFO | Using evaluation file (44/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000005.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:42:19 INFO |  -> Pre-selected 111625 entries from 111625 ( 100 % )
2018-04-10 12:44:42 INFO |  -> Selected 111625 entries ( 100 % ). Overall 3951746 ( 39.5175 % ) of required 10000000 entries.
2018-04-10 12:44:42 INFO | Using evaluation file (45/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000018.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:44:42 INFO |  -> Pre-selected 113032 entries from 113032 ( 100 % )
2018-04-10 12:47:11 INFO |  -> Selected 113032 entries ( 100 % ). Overall 4064778 ( 40.6478 % ) of required 10000000 entries.
2018-04-10 12:47:11 INFO | Using evaluation file (46/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000067.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:47:11 INFO |  -> Pre-selected 115998 entries from 115998 ( 100 % )
2018-04-10 12:49:40 INFO |  -> Selected 115998 entries ( 100 % ). Overall 4180776 ( 41.8078 % ) of required 10000000 entries.
2018-04-10 12:49:40 INFO | Using evaluation file (47/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000075.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:49:41 INFO |  -> Pre-selected 114947 entries from 114947 ( 100 % )
2018-04-10 12:51:57 INFO |  -> Selected 114947 entries ( 100 % ). Overall 4295723 ( 42.9572 % ) of required 10000000 entries.
2018-04-10 12:51:57 INFO | Using evaluation file (48/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000066.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:51:57 INFO |  -> Pre-selected 73692 entries from 73692 ( 100 % )
2018-04-10 12:53:24 INFO |  -> Selected 73692 entries ( 100 % ). Overall 4369415 ( 43.6942 % ) of required 10000000 entries.
2018-04-10 12:53:24 INFO | Using evaluation file (49/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000012.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:53:24 INFO |  -> Pre-selected 81890 entries from 81890 ( 100 % )
2018-04-10 12:54:56 INFO |  -> Selected 81890 entries ( 100 % ). Overall 4451305 ( 44.513 % ) of required 10000000 entries.
2018-04-10 12:54:56 INFO | Using evaluation file (50/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000096.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:54:57 INFO |  -> Pre-selected 113989 entries from 113989 ( 100 % )
2018-04-10 12:57:15 INFO |  -> Selected 113989 entries ( 100 % ). Overall 4565294 ( 45.6529 % ) of required 10000000 entries.
2018-04-10 12:57:15 INFO | Using evaluation file (51/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000058.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:57:15 INFO |  -> Pre-selected 82700 entries from 82700 ( 100 % )
2018-04-10 12:59:00 INFO |  -> Selected 82700 entries ( 100 % ). Overall 4647994 ( 46.4799 % ) of required 10000000 entries.
2018-04-10 12:59:00 INFO | Using evaluation file (52/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000037.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 12:59:00 INFO |  -> Pre-selected 108885 entries from 108885 ( 100 % )
2018-04-10 13:01:10 INFO |  -> Selected 108885 entries ( 100 % ). Overall 4756879 ( 47.5688 % ) of required 10000000 entries.
2018-04-10 13:01:10 INFO | Using evaluation file (53/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000028.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:01:10 INFO |  -> Pre-selected 108281 entries from 108281 ( 100 % )
2018-04-10 13:03:21 INFO |  -> Selected 108281 entries ( 100 % ). Overall 4865160 ( 48.6516 % ) of required 10000000 entries.
2018-04-10 13:03:21 INFO | Using evaluation file (54/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000021.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:03:21 INFO |  -> Pre-selected 40757 entries from 40757 ( 100 % )
2018-04-10 13:04:08 INFO |  -> Selected 40757 entries ( 100 % ). Overall 4905917 ( 49.0592 % ) of required 10000000 entries.
2018-04-10 13:04:08 INFO | Using evaluation file (55/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000081.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:04:08 INFO |  -> Pre-selected 113330 entries from 113330 ( 100 % )
2018-04-10 13:06:25 INFO |  -> Selected 113330 entries ( 100 % ). Overall 5019247 ( 50.1925 % ) of required 10000000 entries.
2018-04-10 13:06:25 INFO | Using evaluation file (56/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000091.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:06:25 INFO |  -> Pre-selected 87233 entries from 87233 ( 100 % )
2018-04-10 13:08:09 INFO |  -> Selected 87233 entries ( 100 % ). Overall 5106480 ( 51.0648 % ) of required 10000000 entries.
2018-04-10 13:08:09 INFO | Using evaluation file (57/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000108.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:08:10 INFO |  -> Pre-selected 110965 entries from 110965 ( 100 % )
2018-04-10 13:10:42 INFO |  -> Selected 110965 entries ( 100 % ). Overall 5217445 ( 52.1745 % ) of required 10000000 entries.
2018-04-10 13:10:42 INFO | Using evaluation file (58/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000005.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:10:42 INFO |  -> Pre-selected 112482 entries from 112482 ( 100 % )
2018-04-10 13:13:17 INFO |  -> Selected 112482 entries ( 100 % ). Overall 5329927 ( 53.2993 % ) of required 10000000 entries.
2018-04-10 13:13:17 INFO | Using evaluation file (59/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000055.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:13:17 INFO |  -> Pre-selected 106660 entries from 106660 ( 100 % )
2018-04-10 13:15:57 INFO |  -> Selected 106660 entries ( 100 % ). Overall 5436587 ( 54.3659 % ) of required 10000000 entries.
2018-04-10 13:15:57 INFO | Using evaluation file (60/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000020.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:15:57 INFO |  -> Pre-selected 85732 entries from 85732 ( 100 % )
2018-04-10 13:18:01 INFO |  -> Selected 85732 entries ( 100 % ). Overall 5522319 ( 55.2232 % ) of required 10000000 entries.
2018-04-10 13:18:01 INFO | Using evaluation file (61/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000034.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:18:01 INFO |  -> Pre-selected 106626 entries from 106626 ( 100 % )
2018-04-10 13:20:38 INFO |  -> Selected 106626 entries ( 100 % ). Overall 5628945 ( 56.2895 % ) of required 10000000 entries.
2018-04-10 13:20:38 INFO | Using evaluation file (62/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000082.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:20:38 INFO |  -> Pre-selected 109688 entries from 109688 ( 100 % )
2018-04-10 13:23:42 INFO |  -> Selected 109688 entries ( 100 % ). Overall 5738633 ( 57.3863 % ) of required 10000000 entries.
2018-04-10 13:23:43 INFO | Using evaluation file (63/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000074.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:23:43 INFO |  -> Pre-selected 108663 entries from 108663 ( 100 % )
2018-04-10 13:26:32 INFO |  -> Selected 108663 entries ( 100 % ). Overall 5847296 ( 58.473 % ) of required 10000000 entries.
2018-04-10 13:26:32 INFO | Using evaluation file (64/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000054.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:26:32 INFO |  -> Pre-selected 111501 entries from 111501 ( 100 % )
2018-04-10 13:29:07 INFO |  -> Selected 111501 entries ( 100 % ). Overall 5958797 ( 59.588 % ) of required 10000000 entries.
2018-04-10 13:29:07 INFO | Using evaluation file (65/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000061.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:29:07 INFO |  -> Pre-selected 84489 entries from 84489 ( 100 % )
2018-04-10 13:31:05 INFO |  -> Selected 84489 entries ( 100 % ). Overall 6043286 ( 60.4329 % ) of required 10000000 entries.
2018-04-10 13:31:05 INFO | Using evaluation file (66/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000041.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:31:06 INFO |  -> Pre-selected 115731 entries from 115731 ( 100 % )
2018-04-10 13:33:30 INFO |  -> Selected 115731 entries ( 100 % ). Overall 6159017 ( 61.5902 % ) of required 10000000 entries.
2018-04-10 13:33:30 INFO | Using evaluation file (67/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000035.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:33:30 INFO |  -> Pre-selected 109183 entries from 109183 ( 100 % )
2018-04-10 13:35:38 INFO |  -> Selected 109183 entries ( 100 % ). Overall 6268200 ( 62.682 % ) of required 10000000 entries.
2018-04-10 13:35:38 INFO | Using evaluation file (68/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000013.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:35:38 INFO |  -> Pre-selected 40612 entries from 40612 ( 100 % )
2018-04-10 13:36:25 INFO |  -> Selected 40612 entries ( 100 % ). Overall 6308812 ( 63.0881 % ) of required 10000000 entries.
2018-04-10 13:36:25 INFO | Using evaluation file (69/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000062.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:36:25 INFO |  -> Pre-selected 80717 entries from 80717 ( 100 % )
2018-04-10 13:38:05 INFO |  -> Selected 80717 entries ( 100 % ). Overall 6389529 ( 63.8953 % ) of required 10000000 entries.
2018-04-10 13:38:05 INFO | Using evaluation file (70/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000097.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:38:05 INFO |  -> Pre-selected 105315 entries from 105315 ( 100 % )
2018-04-10 13:40:20 INFO |  -> Selected 105315 entries ( 100 % ). Overall 6494844 ( 64.9484 % ) of required 10000000 entries.
2018-04-10 13:40:20 INFO | Using evaluation file (71/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000088.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:40:21 INFO |  -> Pre-selected 91587 entries from 91587 ( 100 % )
2018-04-10 13:42:21 INFO |  -> Selected 91587 entries ( 100 % ). Overall 6586431 ( 65.8643 % ) of required 10000000 entries.
2018-04-10 13:42:21 INFO | Using evaluation file (72/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000093.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:42:22 INFO |  -> Pre-selected 107100 entries from 107100 ( 100 % )
2018-04-10 13:44:42 INFO |  -> Selected 107100 entries ( 100 % ). Overall 6693531 ( 66.9353 % ) of required 10000000 entries.
2018-04-10 13:44:42 INFO | Using evaluation file (73/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000046.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:44:43 INFO |  -> Pre-selected 109248 entries from 109248 ( 100 % )
2018-04-10 13:46:46 INFO |  -> Selected 109248 entries ( 100 % ). Overall 6802779 ( 68.0278 % ) of required 10000000 entries.
2018-04-10 13:46:46 INFO | Using evaluation file (74/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000076.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:46:47 INFO |  -> Pre-selected 109454 entries from 109454 ( 100 % )
2018-04-10 13:49:36 INFO |  -> Selected 109454 entries ( 100 % ). Overall 6912233 ( 69.1223 % ) of required 10000000 entries.
2018-04-10 13:49:36 INFO | Using evaluation file (75/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000027.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:49:36 INFO |  -> Pre-selected 109157 entries from 109157 ( 100 % )
2018-04-10 13:52:07 INFO |  -> Selected 109157 entries ( 100 % ). Overall 7021390 ( 70.2139 % ) of required 10000000 entries.
2018-04-10 13:52:07 INFO | Using evaluation file (76/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000110.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:52:07 INFO |  -> Pre-selected 115698 entries from 115698 ( 100 % )
2018-04-10 13:54:55 INFO |  -> Selected 115698 entries ( 100 % ). Overall 7137088 ( 71.3709 % ) of required 10000000 entries.
2018-04-10 13:54:55 INFO | Using evaluation file (77/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000018.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:54:55 INFO |  -> Pre-selected 103270 entries from 103270 ( 100 % )
2018-04-10 13:57:29 INFO |  -> Selected 103270 entries ( 100 % ). Overall 7240358 ( 72.4036 % ) of required 10000000 entries.
2018-04-10 13:57:29 INFO | Using evaluation file (78/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000007.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:57:29 INFO |  -> Pre-selected 40494 entries from 40494 ( 100 % )
2018-04-10 13:58:25 INFO |  -> Selected 40494 entries ( 100 % ). Overall 7280852 ( 72.8085 % ) of required 10000000 entries.
2018-04-10 13:58:25 INFO | Using evaluation file (79/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000000.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:58:25 INFO |  -> Pre-selected 39800 entries from 39800 ( 100 % )
2018-04-10 13:59:24 INFO |  -> Selected 39800 entries ( 100 % ). Overall 7320652 ( 73.2065 % ) of required 10000000 entries.
2018-04-10 13:59:24 INFO | Using evaluation file (80/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000050.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 13:59:24 INFO |  -> Pre-selected 109731 entries from 109731 ( 100 % )
2018-04-10 14:01:44 INFO |  -> Selected 109731 entries ( 100 % ). Overall 7430383 ( 74.3038 % ) of required 10000000 entries.
2018-04-10 14:01:45 INFO | Using evaluation file (81/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000097.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:01:45 INFO |  -> Pre-selected 108886 entries from 108886 ( 100 % )
2018-04-10 14:04:00 INFO |  -> Selected 108886 entries ( 100 % ). Overall 7539269 ( 75.3927 % ) of required 10000000 entries.
2018-04-10 14:04:00 INFO | Using evaluation file (82/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000096.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:04:00 INFO |  -> Pre-selected 110473 entries from 110473 ( 100 % )
2018-04-10 14:06:30 INFO |  -> Selected 110473 entries ( 100 % ). Overall 7649742 ( 76.4974 % ) of required 10000000 entries.
2018-04-10 14:06:30 INFO | Using evaluation file (83/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000029.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:06:31 INFO |  -> Pre-selected 111333 entries from 111333 ( 100 % )
2018-04-10 14:08:52 INFO |  -> Selected 111333 entries ( 100 % ). Overall 7761075 ( 77.6107 % ) of required 10000000 entries.
2018-04-10 14:08:52 INFO | Using evaluation file (84/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000019.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:08:53 INFO |  -> Pre-selected 40751 entries from 40751 ( 100 % )
2018-04-10 14:09:50 INFO |  -> Selected 40751 entries ( 100 % ). Overall 7801826 ( 78.0183 % ) of required 10000000 entries.
2018-04-10 14:09:50 INFO | Using evaluation file (85/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000035.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:09:51 INFO |  -> Pre-selected 110698 entries from 110698 ( 100 % )
2018-04-10 14:12:27 INFO |  -> Selected 110698 entries ( 100 % ). Overall 7912524 ( 79.1252 % ) of required 10000000 entries.
2018-04-10 14:12:27 INFO | Using evaluation file (86/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000080.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:12:27 INFO |  -> Pre-selected 109910 entries from 109910 ( 100 % )
2018-04-10 14:15:01 INFO |  -> Selected 109910 entries ( 100 % ). Overall 8022434 ( 80.2243 % ) of required 10000000 entries.
2018-04-10 14:15:01 INFO | Using evaluation file (87/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000024.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:15:01 INFO |  -> Pre-selected 40590 entries from 40590 ( 100 % )
2018-04-10 14:15:55 INFO |  -> Selected 40590 entries ( 100 % ). Overall 8063024 ( 80.6302 % ) of required 10000000 entries.
2018-04-10 14:15:55 INFO | Using evaluation file (88/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000053.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:15:55 INFO |  -> Pre-selected 109859 entries from 109859 ( 100 % )
2018-04-10 14:18:29 INFO |  -> Selected 109859 entries ( 100 % ). Overall 8172883 ( 81.7288 % ) of required 10000000 entries.
2018-04-10 14:18:29 INFO | Using evaluation file (89/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000004.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:18:29 INFO |  -> Pre-selected 115112 entries from 115112 ( 100 % )
2018-04-10 14:20:48 INFO |  -> Selected 115112 entries ( 100 % ). Overall 8287995 ( 82.8799 % ) of required 10000000 entries.
2018-04-10 14:20:48 INFO | Using evaluation file (90/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000063.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:20:49 INFO |  -> Pre-selected 107403 entries from 107403 ( 100 % )
2018-04-10 14:23:01 INFO |  -> Selected 107403 entries ( 100 % ). Overall 8395398 ( 83.954 % ) of required 10000000 entries.
2018-04-10 14:23:01 INFO | Using evaluation file (91/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000020.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:23:01 INFO |  -> Pre-selected 40315 entries from 40315 ( 100 % )
2018-04-10 14:23:51 INFO |  -> Selected 40315 entries ( 100 % ). Overall 8435713 ( 84.3571 % ) of required 10000000 entries.
2018-04-10 14:23:51 INFO | Using evaluation file (92/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000059.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:23:51 INFO |  -> Pre-selected 108517 entries from 108517 ( 100 % )
2018-04-10 14:25:56 INFO |  -> Selected 108517 entries ( 100 % ). Overall 8544230 ( 85.4423 % ) of required 10000000 entries.
2018-04-10 14:25:56 INFO | Using evaluation file (93/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000071.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:25:57 INFO |  -> Pre-selected 106082 entries from 106082 ( 100 % )
2018-04-10 14:27:51 INFO |  -> Selected 106082 entries ( 100 % ). Overall 8650312 ( 86.5031 % ) of required 10000000 entries.
2018-04-10 14:27:51 INFO | Using evaluation file (94/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000078.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:27:51 INFO |  -> Pre-selected 114113 entries from 114113 ( 100 % )
2018-04-10 14:29:58 INFO |  -> Selected 114113 entries ( 100 % ). Overall 8764425 ( 87.6442 % ) of required 10000000 entries.
2018-04-10 14:29:58 INFO | Using evaluation file (95/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000066.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:29:58 INFO |  -> Pre-selected 106140 entries from 106140 ( 100 % )
2018-04-10 14:32:06 INFO |  -> Selected 106140 entries ( 100 % ). Overall 8870565 ( 88.7057 % ) of required 10000000 entries.
2018-04-10 14:32:06 INFO | Using evaluation file (96/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000072.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:32:06 INFO |  -> Pre-selected 116851 entries from 116851 ( 100 % )
2018-04-10 14:34:29 INFO |  -> Selected 116851 entries ( 100 % ). Overall 8987416 ( 89.8742 % ) of required 10000000 entries.
2018-04-10 14:34:29 INFO | Using evaluation file (97/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000012.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:34:29 INFO |  -> Pre-selected 40631 entries from 40631 ( 100 % )
2018-04-10 14:35:13 INFO |  -> Selected 40631 entries ( 100 % ). Overall 9028047 ( 90.2805 % ) of required 10000000 entries.
2018-04-10 14:35:13 INFO | Using evaluation file (98/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000023.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:35:14 INFO |  -> Pre-selected 110053 entries from 110053 ( 100 % )
2018-04-10 14:37:17 INFO |  -> Selected 110053 entries ( 100 % ). Overall 9138100 ( 91.381 % ) of required 10000000 entries.
2018-04-10 14:37:18 INFO | Using evaluation file (99/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000110.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:37:18 INFO |  -> Pre-selected 115003 entries from 115003 ( 100 % )
2018-04-10 14:39:12 INFO |  -> Selected 115003 entries ( 100 % ). Overall 9253103 ( 92.531 % ) of required 10000000 entries.
2018-04-10 14:39:12 INFO | Using evaluation file (100/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000092.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:39:13 INFO |  -> Pre-selected 107324 entries from 107324 ( 100 % )
2018-04-10 14:40:56 INFO |  -> Selected 107324 entries ( 100 % ). Overall 9360427 ( 93.6043 % ) of required 10000000 entries.
2018-04-10 14:40:56 INFO | Using evaluation file (101/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/private/15163001/ANNPID.00000023.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:40:56 INFO |  -> Pre-selected 40889 entries from 40889 ( 100 % )
2018-04-10 14:41:37 INFO |  -> Selected 40889 entries ( 100 % ). Overall 9401316 ( 94.0132 % ) of required 10000000 entries.
2018-04-10 14:41:37 INFO | Using evaluation file (102/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000111.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:41:38 INFO |  -> Pre-selected 79124 entries from 79124 ( 100 % )
2018-04-10 14:43:06 INFO |  -> Selected 79124 entries ( 100 % ). Overall 9480440 ( 94.8044 % ) of required 10000000 entries.
2018-04-10 14:43:06 INFO | Using evaluation file (103/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000085.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:43:06 INFO |  -> Pre-selected 109783 entries from 109783 ( 100 % )
2018-04-10 14:45:06 INFO |  -> Selected 109783 entries ( 100 % ). Overall 9590223 ( 95.9022 % ) of required 10000000 entries.
2018-04-10 14:45:06 INFO | Using evaluation file (104/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15104040/ANNPID.00000059.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:45:07 INFO |  -> Pre-selected 112874 entries from 112874 ( 100 % )
2018-04-10 14:47:06 INFO |  -> Selected 112874 entries ( 100 % ). Overall 9703097 ( 97.031 % ) of required 10000000 entries.
2018-04-10 14:47:06 INFO | Using evaluation file (105/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000020.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:47:06 INFO |  -> Pre-selected 111719 entries from 111719 ( 100 % )
2018-04-10 14:49:03 INFO |  -> Selected 111719 entries ( 100 % ). Overall 9814816 ( 98.1482 % ) of required 10000000 entries.
2018-04-10 14:49:03 INFO | Using evaluation file (106/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000016.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:49:04 INFO |  -> Pre-selected 111247 entries from 111247 ( 100 % )
2018-04-10 14:51:02 INFO |  -> Selected 111247 entries ( 100 % ). Overall 9926063 ( 99.2606 % ) of required 10000000 entries.
2018-04-10 14:51:03 INFO | Using evaluation file (107/255) /var/work/jonesc/ANNPID-DataCache/r02/lhcb/jonesc/ANNPID/ProtoParticlePIDtuples/MC/Sim09b/Reco16/15102021/ANNPID.00000060.root.ac14ec6e5fedfd9f Tuple=ANNPID/DecayTree
2018-04-10 14:51:03 INFO |  -> Pre-selected 107463 entries from 107463 ( 100 % )
2018-04-10 14:52:22 INFO |  -> Selected 73937 entries ( 68.8023 % ). Overall 10000000 ( 100 % ) of required 10000000 entries.
2018-04-10 14:52:22 INFO | Considered 10000000 tracks for input to MVA evaluation
2018-04-10 14:52:22 INFO |   Sel. Eff. = 100%
2018-04-10 14:52:22 INFO | Selected 10000000 tracks for input to MVA evaluation
2018-04-10 14:52:22 INFO |   Ghost percentage = 21.0062%
2018-04-10 14:52:22 INFO |   Electron percentage = 0.69157%
2018-04-10 14:52:22 INFO |   Muon percentage = 0.26644%
2018-04-10 14:52:22 INFO |   Pion percentage = 62.3825%
2018-04-10 14:52:22 INFO |   Kaon percentage = 9.46673%
2018-04-10 14:52:22 INFO | Skipped 1 contributions below 0.01%
2018-04-10 14:52:22 INFO | Skipped 2 contributions below 0.01%
2018-04-10 14:52:22 INFO |   Proton percentage = 5.39933%
2018-04-10 14:52:22 INFO | Skipped 2 contributions below 0.01%
2018-04-10 14:52:22 WARN | Unknown Particle type 3112
2018-04-10 14:52:22 INFO |   'PDG=3112' percentage = 0.09451%
2018-04-10 14:52:22 INFO | Skipped 2 contributions below 0.01%
2018-04-10 14:52:22 WARN | Unknown Particle type 3222
2018-04-10 14:52:22 INFO |   'PDG=3222' percentage = 0.08277%
2018-04-10 14:52:22 INFO | Skipped 2 contributions below 0.01%
2018-04-10 14:52:22 WARN | Unknown Particle type 3312
2018-04-10 14:52:22 INFO |   'PDG=3312' percentage = 0.03936%
2018-04-10 14:52:22 INFO | Skipped 2 contributions below 0.01%
2018-04-10 14:52:22 INFO | Skipped 3 contributions below 0.01%
2018-04-10 14:52:22 INFO |   Deuteron percentage = 0.56987%
2018-04-10 14:52:22 INFO | Skipped 3 contributions below 0.01%
2018-04-10 14:52:22 INFO | Making Input Variable plots
2018-04-10 14:52:35 INFO | Making MVA V Input Variable plots
2018-04-10 14:52:42 INFO | Making DLL V Input Variable plots
2018-04-10 14:52:47 INFO | Making purity plots
2018-04-10 14:52:48 INFO | Making MVA Output plots
2018-04-10 14:52:49 INFO | Making DLL Output plots
2018-04-10 14:52:49 INFO | Making MVA DLL Correlation plots
2018-04-10 14:52:50 INFO | Making MVA V P eff plots
2018-04-10 14:53:08 INFO | Making DLL V P eff plots
2018-04-10 14:53:33 INFO | Making MVA eff. V DLL cut plots
2018-04-10 14:53:48 INFO | Making DLL eff. V MVA cut plots
2018-04-10 14:53:57 INFO | Making final performance plots ...
2018-04-10 14:53:57 INFO | Creating Eff V Purity text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/UpstreamDeuteronEffVPurity-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.4-CVTest151e-16-!UseReg.txt
2018-04-10 14:53:57 INFO |  -> Filling 79 data points
2018-04-10 14:53:58 INFO | Creating Eff V Electron MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/UpstreamDeuteronEffVElectronMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.4-CVTest151e-16-!UseReg.txt
2018-04-10 14:53:58 INFO |  -> Filling 74 data points
2018-04-10 14:53:58 INFO | Creating Eff V Ghost MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/UpstreamDeuteronEffVGhostMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.4-CVTest151e-16-!UseReg.txt
2018-04-10 14:53:58 INFO |  -> Filling 75 data points
2018-04-10 14:53:59 INFO | Creating Eff V Kaon MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/UpstreamDeuteronEffVKaonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.4-CVTest151e-16-!UseReg.txt
2018-04-10 14:53:59 INFO |  -> Filling 75 data points
2018-04-10 14:53:59 INFO | Creating Eff V Muon MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/UpstreamDeuteronEffVMuonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.4-CVTest151e-16-!UseReg.txt
2018-04-10 14:53:59 INFO |  -> Filling 75 data points
2018-04-10 14:53:59 INFO | Creating Eff V Pion MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/UpstreamDeuteronEffVPionMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.4-CVTest151e-16-!UseReg.txt
2018-04-10 14:53:59 INFO |  -> Filling 75 data points
2018-04-10 14:54:00 INFO | Creating Eff V Proton MisID text file : text/MC2016Deuterons-Mixture/EvalWithPreSel/UpstreamDeuteronEffVProtonMisID-TMVA-Run2-NoTkLikCDVelodEdx-AllPhysTracksInEvent-AllPhysTracksInEvent-NoReweight-EqualSigBck0.25-GhF0.05-PrF0.5-KaF0.5-MLP-Norm-BP-NCycles750-CE-tanh-L1-SF1.4-CVTest151e-16-!UseReg.txt
2018-04-10 14:54:00 INFO |  -> Filling 74 data points
2018-04-10 14:54:00 INFO | Closing Upstream-Deuteron-evaluation.root
2018-04-10 14:54:27 INFO | Finished...
removed `train-config.txt'
removed `MVA.txt'
removed `ProtoPIDTeacher.exe'
removed `EVALUATION-RUNNING'
removed `MC2016Deuterons-EvalFiles-Mixture.txt'
removed `TrainingFiles-Mixture.txt'
Scientific Linux CERN SLC release 6.9 (Carbon)
Tue Apr 10 14:54:30 BST 2018