#GEN -*-*-*-*-*-*-*-*-*-*-*- general info -*-*-*-*-*-*-*-*-*-*-*-

Method : MLP
Creator: stdenis
Date   : Sun Jul 22 20:31:52 2007
Host   : Linux patlx3.fnal.gov 2.4.21-37.ELsmp #1 SMP Wed Sep 28 12:13:44 CDT 2005 i686 i686 i386 GNU/Linux
Dir    : /data/cdf04/stdenis/batch/job165/hwwcdf6.1.4v3_09/Hww/TMVAAna
Training events: 50000


#OPT -*-*-*-*-*-*-*-*-*-*-*-*- options -*-*-*-*-*-*-*-*-*-*-*-*-

# Set by User:
V: False [verbose flag]
NCycles: 200 [Number of training cycles]
HiddenLayers: "N+1,N" [Specification of the hidden layers]
# Default:
D: False [use-decorrelated-variables flag (for backward compatibility, please switch to Preprocess)]
Preprocess: "None" [Variable Decorrelation Method]
PreprocessType: "Signal" [Use signal or background for Preprocess]
H: False [help flag]
Normalize: True [Normalize input variables]
NeuronType: "sigmoid" [Neuron activation function type]
NeuronInputType: "sum" [Neuron input function type]
TrainingMethod: "BP" [Train with Back-Propagation (BP) or Genetic Algorithm (GA) (takes a LONG time)]
LearningRate: 0.02 [NN learning rate parameter]
DecayRate: 0.01 [Decay rate for learning parameter]
TestRate: 10 [Test for overtraining performed at each #th epochs]
BPMode: "sequential" [Back-propagation learning mode: sequential or batch]
BatchSize: -1 [Batch size: number of events/batch, only set if in Batch Mode, -1 for BatchSize=number_of_events]
##


#VAR -*-*-*-*-*-*-*-*-*-*-*-* variables *-*-*-*-*-*-*-*-*-*-*-*-

NVar 17
                         LRHWW                         LRHWW    'F'    [0,1]
                          LRWW                          LRWW    'F'    [0,1.11736]
                          LRWg                          LRWg    'F'    [0,1]
                          LRWj                          LRWj    'F'    [-0.518131,1]
                          LRZZ                          LRZZ    'F'    [0,1]
                        LepAEn                        LepAEn    'F'    [20.0385,1310.13]
                        LepBEn                        LepBEn    'F'    [10.0117,373.379]
                         addEt                         addEt    'F'    [37.3677,1216.75]
                     dPhiMetLJ                     dPhiMetLJ    'F'    [1.18341e-05,3.14159]
                       dildphi                       dildphi    'F'    [1.00224e-05,3.14158]
                       dilmass                       dilmass    'F'    [6.96427,727.631]
                       jet1_Et                       jet1_Et    'F'    [0,395.043]
                       jet2_Et                       jet2_Et    'F'    [0,142.001]
                          lepR                          lepR    'F'    [0.0769938,4.64117]
                        metmag                        metmag    'F'    [5.94031,561.875]
                        metsig                        metsig    'F'    [0.481354,21.4525]
                    ntightjets                    ntightjets    'F'    [0,8]


#WGT -*-*-*-*-*-*-*-*-*-*-*-*- weights -*-*-*-*-*-*-*-*-*-*-*-*-

Weights
(layer0,neuron0)-(layer1,neuron0): 1.32623
(layer0,neuron0)-(layer1,neuron1): -2.23998
(layer0,neuron0)-(layer1,neuron2): 1.72537
(layer0,neuron0)-(layer1,neuron3): 0.933871
(layer0,neuron0)-(layer1,neuron4): -1.49913
(layer0,neuron0)-(layer1,neuron5): 0.505796
(layer0,neuron0)-(layer1,neuron6): -1.18499
(layer0,neuron0)-(layer1,neuron7): -1.79304
(layer0,neuron0)-(layer1,neuron8): -0.272516
(layer0,neuron0)-(layer1,neuron9): 0.643632
(layer0,neuron0)-(layer1,neuron10): -0.970472
(layer0,neuron0)-(layer1,neuron11): 0.429021
(layer0,neuron0)-(layer1,neuron12): -2.27995
(layer0,neuron0)-(layer1,neuron13): -0.546299
(layer0,neuron0)-(layer1,neuron14): 2.74562
(layer0,neuron0)-(layer1,neuron15): -0.965805
(layer0,neuron0)-(layer1,neuron16): 0.0754019
(layer0,neuron0)-(layer1,neuron17): 1.26743
(layer0,neuron1)-(layer1,neuron0): 3.48192
(layer0,neuron1)-(layer1,neuron1): 0.777395
(layer0,neuron1)-(layer1,neuron2): 0.831282
(layer0,neuron1)-(layer1,neuron3): 1.98693
(layer0,neuron1)-(layer1,neuron4): -0.0105227
(layer0,neuron1)-(layer1,neuron5): 0.305956
(layer0,neuron1)-(layer1,neuron6): -1.21786
(layer0,neuron1)-(layer1,neuron7): 1.56776
(layer0,neuron1)-(layer1,neuron8): -0.812055
(layer0,neuron1)-(layer1,neuron9): 1.68608
(layer0,neuron1)-(layer1,neuron10): -1.71683
(layer0,neuron1)-(layer1,neuron11): -0.0298433
(layer0,neuron1)-(layer1,neuron12): -0.450706
(layer0,neuron1)-(layer1,neuron13): -5.85889
(layer0,neuron1)-(layer1,neuron14): -1.29736
(layer0,neuron1)-(layer1,neuron15): 0.266175
(layer0,neuron1)-(layer1,neuron16): 0.121078
(layer0,neuron1)-(layer1,neuron17): -1.07363
(layer0,neuron2)-(layer1,neuron0): 0.211004
(layer0,neuron2)-(layer1,neuron1): 0.180202
(layer0,neuron2)-(layer1,neuron2): 1.77028
(layer0,neuron2)-(layer1,neuron3): 0.57178
(layer0,neuron2)-(layer1,neuron4): -0.19783
(layer0,neuron2)-(layer1,neuron5): -1.05152
(layer0,neuron2)-(layer1,neuron6): 0.827279
(layer0,neuron2)-(layer1,neuron7): -0.65413
(layer0,neuron2)-(layer1,neuron8): -2.53749
(layer0,neuron2)-(layer1,neuron9): 1.01096
(layer0,neuron2)-(layer1,neuron10): -0.563975
(layer0,neuron2)-(layer1,neuron11): -0.674921
(layer0,neuron2)-(layer1,neuron12): -0.132801
(layer0,neuron2)-(layer1,neuron13): 0.306258
(layer0,neuron2)-(layer1,neuron14): -0.365173
(layer0,neuron2)-(layer1,neuron15): -0.0196661
(layer0,neuron2)-(layer1,neuron16): -0.149977
(layer0,neuron2)-(layer1,neuron17): -0.271539
(layer0,neuron3)-(layer1,neuron0): -0.349226
(layer0,neuron3)-(layer1,neuron1): 0.543091
(layer0,neuron3)-(layer1,neuron2): -1.02462
(layer0,neuron3)-(layer1,neuron3): 0.545718
(layer0,neuron3)-(layer1,neuron4): 0.51144
(layer0,neuron3)-(layer1,neuron5): -1.48443
(layer0,neuron3)-(layer1,neuron6): -1.43777
(layer0,neuron3)-(layer1,neuron7): 0.209829
(layer0,neuron3)-(layer1,neuron8): -0.929939
(layer0,neuron3)-(layer1,neuron9): 1.08566
(layer0,neuron3)-(layer1,neuron10): 0.31649
(layer0,neuron3)-(layer1,neuron11): -2.13662
(layer0,neuron3)-(layer1,neuron12): 0.0692223
(layer0,neuron3)-(layer1,neuron13): 1.18542
(layer0,neuron3)-(layer1,neuron14): -0.804709
(layer0,neuron3)-(layer1,neuron15): -1.31549
(layer0,neuron3)-(layer1,neuron16): 0.610059
(layer0,neuron3)-(layer1,neuron17): -0.10447
(layer0,neuron4)-(layer1,neuron0): -1.06777
(layer0,neuron4)-(layer1,neuron1): 0.279599
(layer0,neuron4)-(layer1,neuron2): 0.998869
(layer0,neuron4)-(layer1,neuron3): 1.85037
(layer0,neuron4)-(layer1,neuron4): 1.62185
(layer0,neuron4)-(layer1,neuron5): -0.882789
(layer0,neuron4)-(layer1,neuron6): -1.89156
(layer0,neuron4)-(layer1,neuron7): -1.22646
(layer0,neuron4)-(layer1,neuron8): 1.41072
(layer0,neuron4)-(layer1,neuron9): 0.430698
(layer0,neuron4)-(layer1,neuron10): -0.31703
(layer0,neuron4)-(layer1,neuron11): 0.542304
(layer0,neuron4)-(layer1,neuron12): -0.351015
(layer0,neuron4)-(layer1,neuron13): 1.15357
(layer0,neuron4)-(layer1,neuron14): 0.21528
(layer0,neuron4)-(layer1,neuron15): -0.752482
(layer0,neuron4)-(layer1,neuron16): -0.14546
(layer0,neuron4)-(layer1,neuron17): -1.01014
(layer0,neuron5)-(layer1,neuron0): 0.265507
(layer0,neuron5)-(layer1,neuron1): -0.820859
(layer0,neuron5)-(layer1,neuron2): 2.19437
(layer0,neuron5)-(layer1,neuron3): 1.88168
(layer0,neuron5)-(layer1,neuron4): -0.716272
(layer0,neuron5)-(layer1,neuron5): -1.83742
(layer0,neuron5)-(layer1,neuron6): 1.08737
(layer0,neuron5)-(layer1,neuron7): -0.438664
(layer0,neuron5)-(layer1,neuron8): 0.314577
(layer0,neuron5)-(layer1,neuron9): -0.475275
(layer0,neuron5)-(layer1,neuron10): -0.313676
(layer0,neuron5)-(layer1,neuron11): -0.715118
(layer0,neuron5)-(layer1,neuron12): 0.33774
(layer0,neuron5)-(layer1,neuron13): 0.270515
(layer0,neuron5)-(layer1,neuron14): -0.666681
(layer0,neuron5)-(layer1,neuron15): -1.27998
(layer0,neuron5)-(layer1,neuron16): 1.41563
(layer0,neuron5)-(layer1,neuron17): 2.45822
(layer0,neuron6)-(layer1,neuron0): 0.420749
(layer0,neuron6)-(layer1,neuron1): 0.64919
(layer0,neuron6)-(layer1,neuron2): 1.88412
(layer0,neuron6)-(layer1,neuron3): 1.08901
(layer0,neuron6)-(layer1,neuron4): -1.48135
(layer0,neuron6)-(layer1,neuron5): 1.43048
(layer0,neuron6)-(layer1,neuron6): -0.477751
(layer0,neuron6)-(layer1,neuron7): 0.225979
(layer0,neuron6)-(layer1,neuron8): 0.7688
(layer0,neuron6)-(layer1,neuron9): 1.81944
(layer0,neuron6)-(layer1,neuron10): 0.0954011
(layer0,neuron6)-(layer1,neuron11): -0.788825
(layer0,neuron6)-(layer1,neuron12): 0.138672
(layer0,neuron6)-(layer1,neuron13): -0.490708
(layer0,neuron6)-(layer1,neuron14): 0.190657
(layer0,neuron6)-(layer1,neuron15): -1.35016
(layer0,neuron6)-(layer1,neuron16): -0.703037
(layer0,neuron6)-(layer1,neuron17): -3.07519
(layer0,neuron7)-(layer1,neuron0): -0.948198
(layer0,neuron7)-(layer1,neuron1): 2.31815
(layer0,neuron7)-(layer1,neuron2): 0.78084
(layer0,neuron7)-(layer1,neuron3): -0.85281
(layer0,neuron7)-(layer1,neuron4): 2.15478
(layer0,neuron7)-(layer1,neuron5): -0.823092
(layer0,neuron7)-(layer1,neuron6): -1.64324
(layer0,neuron7)-(layer1,neuron7): -1.77542
(layer0,neuron7)-(layer1,neuron8): -0.767499
(layer0,neuron7)-(layer1,neuron9): -0.811926
(layer0,neuron7)-(layer1,neuron10): 0.856706
(layer0,neuron7)-(layer1,neuron11): -0.999647
(layer0,neuron7)-(layer1,neuron12): 1.15855
(layer0,neuron7)-(layer1,neuron13): -0.523342
(layer0,neuron7)-(layer1,neuron14): 1.5486
(layer0,neuron7)-(layer1,neuron15): -1.07688
(layer0,neuron7)-(layer1,neuron16): -0.713789
(layer0,neuron7)-(layer1,neuron17): 1.21832
(layer0,neuron8)-(layer1,neuron0): 0.940945
(layer0,neuron8)-(layer1,neuron1): -0.160643
(layer0,neuron8)-(layer1,neuron2): -0.988284
(layer0,neuron8)-(layer1,neuron3): 1.10608
(layer0,neuron8)-(layer1,neuron4): -0.309324
(layer0,neuron8)-(layer1,neuron5): -1.9239
(layer0,neuron8)-(layer1,neuron6): -0.499565
(layer0,neuron8)-(layer1,neuron7): 1.37894
(layer0,neuron8)-(layer1,neuron8): -1.27066
(layer0,neuron8)-(layer1,neuron9): 1.89041
(layer0,neuron8)-(layer1,neuron10): 0.130612
(layer0,neuron8)-(layer1,neuron11): 0.628535
(layer0,neuron8)-(layer1,neuron12): -0.833888
(layer0,neuron8)-(layer1,neuron13): 0.370865
(layer0,neuron8)-(layer1,neuron14): 2.32749
(layer0,neuron8)-(layer1,neuron15): 1.22248
(layer0,neuron8)-(layer1,neuron16): 0.189089
(layer0,neuron8)-(layer1,neuron17): -2.8201
(layer0,neuron9)-(layer1,neuron0): 1.22273
(layer0,neuron9)-(layer1,neuron1): -0.752398
(layer0,neuron9)-(layer1,neuron2): -1.44005
(layer0,neuron9)-(layer1,neuron3): 1.12753
(layer0,neuron9)-(layer1,neuron4): -0.609285
(layer0,neuron9)-(layer1,neuron5): -0.7314
(layer0,neuron9)-(layer1,neuron6): -0.428772
(layer0,neuron9)-(layer1,neuron7): 0.827731
(layer0,neuron9)-(layer1,neuron8): -0.657476
(layer0,neuron9)-(layer1,neuron9): -0.921072
(layer0,neuron9)-(layer1,neuron10): 0.396456
(layer0,neuron9)-(layer1,neuron11): 0.480323
(layer0,neuron9)-(layer1,neuron12): -1.16159
(layer0,neuron9)-(layer1,neuron13): 0.395711
(layer0,neuron9)-(layer1,neuron14): 1.54456
(layer0,neuron9)-(layer1,neuron15): -1.76326
(layer0,neuron9)-(layer1,neuron16): -0.349442
(layer0,neuron9)-(layer1,neuron17): -1.515
(layer0,neuron10)-(layer1,neuron0): -0.557256
(layer0,neuron10)-(layer1,neuron1): 1.07051
(layer0,neuron10)-(layer1,neuron2): 0.256844
(layer0,neuron10)-(layer1,neuron3): 1.80144
(layer0,neuron10)-(layer1,neuron4): 4.20972
(layer0,neuron10)-(layer1,neuron5): -1.20831
(layer0,neuron10)-(layer1,neuron6): -0.351773
(layer0,neuron10)-(layer1,neuron7): -2.07479
(layer0,neuron10)-(layer1,neuron8): 0.0421738
(layer0,neuron10)-(layer1,neuron9): -0.554485
(layer0,neuron10)-(layer1,neuron10): 1.3179
(layer0,neuron10)-(layer1,neuron11): -3.41848
(layer0,neuron10)-(layer1,neuron12): -2.33845
(layer0,neuron10)-(layer1,neuron13): -0.360501
(layer0,neuron10)-(layer1,neuron14): -0.326604
(layer0,neuron10)-(layer1,neuron15): 1.29607
(layer0,neuron10)-(layer1,neuron16): -5.25702
(layer0,neuron10)-(layer1,neuron17): -1.37498
(layer0,neuron11)-(layer1,neuron0): -0.193318
(layer0,neuron11)-(layer1,neuron1): -2.95992
(layer0,neuron11)-(layer1,neuron2): -0.908434
(layer0,neuron11)-(layer1,neuron3): 0.90139
(layer0,neuron11)-(layer1,neuron4): -0.0293535
(layer0,neuron11)-(layer1,neuron5): -1.04997
(layer0,neuron11)-(layer1,neuron6): -0.972587
(layer0,neuron11)-(layer1,neuron7): 0.959438
(layer0,neuron11)-(layer1,neuron8): 0.139067
(layer0,neuron11)-(layer1,neuron9): 0.650831
(layer0,neuron11)-(layer1,neuron10): 1.0802
(layer0,neuron11)-(layer1,neuron11): 0.0217935
(layer0,neuron11)-(layer1,neuron12): 1.90944
(layer0,neuron11)-(layer1,neuron13): 1.24399
(layer0,neuron11)-(layer1,neuron14): 1.54961
(layer0,neuron11)-(layer1,neuron15): -0.724232
(layer0,neuron11)-(layer1,neuron16): -0.461387
(layer0,neuron11)-(layer1,neuron17): 1.28648
(layer0,neuron12)-(layer1,neuron0): -2.08802
(layer0,neuron12)-(layer1,neuron1): -1.2359
(layer0,neuron12)-(layer1,neuron2): -0.480843
(layer0,neuron12)-(layer1,neuron3): -1.36814
(layer0,neuron12)-(layer1,neuron4): 0.445899
(layer0,neuron12)-(layer1,neuron5): -1.06404
(layer0,neuron12)-(layer1,neuron6): -1.01514
(layer0,neuron12)-(layer1,neuron7): -0.954235
(layer0,neuron12)-(layer1,neuron8): 0.0635263
(layer0,neuron12)-(layer1,neuron9): -1.24991
(layer0,neuron12)-(layer1,neuron10): 1.21748
(layer0,neuron12)-(layer1,neuron11): 0.905496
(layer0,neuron12)-(layer1,neuron12): -0.661676
(layer0,neuron12)-(layer1,neuron13): 2.09235
(layer0,neuron12)-(layer1,neuron14): -1.27598
(layer0,neuron12)-(layer1,neuron15): -1.34083
(layer0,neuron12)-(layer1,neuron16): 0.356862
(layer0,neuron12)-(layer1,neuron17): -0.380127
(layer0,neuron13)-(layer1,neuron0): 1.13065
(layer0,neuron13)-(layer1,neuron1): -0.280949
(layer0,neuron13)-(layer1,neuron2): 0.230766
(layer0,neuron13)-(layer1,neuron3): 1.59423
(layer0,neuron13)-(layer1,neuron4): 2.1953
(layer0,neuron13)-(layer1,neuron5): 0.644982
(layer0,neuron13)-(layer1,neuron6): -0.480321
(layer0,neuron13)-(layer1,neuron7): 0.67913
(layer0,neuron13)-(layer1,neuron8): 0.391452
(layer0,neuron13)-(layer1,neuron9): -1.4075
(layer0,neuron13)-(layer1,neuron10): -1.10612
(layer0,neuron13)-(layer1,neuron11): 0.611264
(layer0,neuron13)-(layer1,neuron12): 0.39473
(layer0,neuron13)-(layer1,neuron13): -0.210142
(layer0,neuron13)-(layer1,neuron14): -0.192026
(layer0,neuron13)-(layer1,neuron15): 0.688462
(layer0,neuron13)-(layer1,neuron16): -0.0959007
(layer0,neuron13)-(layer1,neuron17): 0.585636
(layer0,neuron14)-(layer1,neuron0): -1.19124
(layer0,neuron14)-(layer1,neuron1): 0.46579
(layer0,neuron14)-(layer1,neuron2): 0.173878
(layer0,neuron14)-(layer1,neuron3): -0.414584
(layer0,neuron14)-(layer1,neuron4): -0.731529
(layer0,neuron14)-(layer1,neuron5): 1.70447
(layer0,neuron14)-(layer1,neuron6): -0.036248
(layer0,neuron14)-(layer1,neuron7): -0.825706
(layer0,neuron14)-(layer1,neuron8): -0.238818
(layer0,neuron14)-(layer1,neuron9): -1.833
(layer0,neuron14)-(layer1,neuron10): -0.109794
(layer0,neuron14)-(layer1,neuron11): 1.68394
(layer0,neuron14)-(layer1,neuron12): 1.15203
(layer0,neuron14)-(layer1,neuron13): 2.98046
(layer0,neuron14)-(layer1,neuron14): 1.43043
(layer0,neuron14)-(layer1,neuron15): -1.47309
(layer0,neuron14)-(layer1,neuron16): 4.81547
(layer0,neuron14)-(layer1,neuron17): 0.989832
(layer0,neuron15)-(layer1,neuron0): 1.3726
(layer0,neuron15)-(layer1,neuron1): 4.30089
(layer0,neuron15)-(layer1,neuron2): 0.486923
(layer0,neuron15)-(layer1,neuron3): 2.00578
(layer0,neuron15)-(layer1,neuron4): -0.656071
(layer0,neuron15)-(layer1,neuron5): 1.27426
(layer0,neuron15)-(layer1,neuron6): 1.28835
(layer0,neuron15)-(layer1,neuron7): -0.716918
(layer0,neuron15)-(layer1,neuron8): 0.86593
(layer0,neuron15)-(layer1,neuron9): -2.30394
(layer0,neuron15)-(layer1,neuron10): 0.429194
(layer0,neuron15)-(layer1,neuron11): -1.37934
(layer0,neuron15)-(layer1,neuron12): 0.211063
(layer0,neuron15)-(layer1,neuron13): 0.109802
(layer0,neuron15)-(layer1,neuron14): 0.895557
(layer0,neuron15)-(layer1,neuron15): -0.423941
(layer0,neuron15)-(layer1,neuron16): -2.43802
(layer0,neuron15)-(layer1,neuron17): 0.0173125
(layer0,neuron16)-(layer1,neuron0): 0.688371
(layer0,neuron16)-(layer1,neuron1): -0.0043021
(layer0,neuron16)-(layer1,neuron2): 1.26646
(layer0,neuron16)-(layer1,neuron3): 0.177378
(layer0,neuron16)-(layer1,neuron4): -0.293225
(layer0,neuron16)-(layer1,neuron5): -1.79257
(layer0,neuron16)-(layer1,neuron6): -2.12177
(layer0,neuron16)-(layer1,neuron7): -1.50741
(layer0,neuron16)-(layer1,neuron8): -1.38369
(layer0,neuron16)-(layer1,neuron9): 1.43174
(layer0,neuron16)-(layer1,neuron10): 0.764
(layer0,neuron16)-(layer1,neuron11): -0.3585
(layer0,neuron16)-(layer1,neuron12): 0.142048
(layer0,neuron16)-(layer1,neuron13): -0.922716
(layer0,neuron16)-(layer1,neuron14): 1.49131
(layer0,neuron16)-(layer1,neuron15): -0.77032
(layer0,neuron16)-(layer1,neuron16): -0.336545
(layer0,neuron16)-(layer1,neuron17): 0.597571
(layer0,neuron17)-(layer1,neuron0): -0.263115
(layer0,neuron17)-(layer1,neuron1): -0.744828
(layer0,neuron17)-(layer1,neuron2): -0.526317
(layer0,neuron17)-(layer1,neuron3): -0.368442
(layer0,neuron17)-(layer1,neuron4): 2.3099
(layer0,neuron17)-(layer1,neuron5): 1.48687
(layer0,neuron17)-(layer1,neuron6): 0.0722116
(layer0,neuron17)-(layer1,neuron7): -1.53156
(layer0,neuron17)-(layer1,neuron8): 0.0182122
(layer0,neuron17)-(layer1,neuron9): 0.163456
(layer0,neuron17)-(layer1,neuron10): -0.10497
(layer0,neuron17)-(layer1,neuron11): -1.38837
(layer0,neuron17)-(layer1,neuron12): 0.336683
(layer0,neuron17)-(layer1,neuron13): -2.12958
(layer0,neuron17)-(layer1,neuron14): 0.149085
(layer0,neuron17)-(layer1,neuron15): -1.0108
(layer0,neuron17)-(layer1,neuron16): -2.84579
(layer0,neuron17)-(layer1,neuron17): 0.736609
(layer1,neuron0)-(layer2,neuron0): 0.749473
(layer1,neuron0)-(layer2,neuron1): 0.993566
(layer1,neuron0)-(layer2,neuron2): -1.35598
(layer1,neuron0)-(layer2,neuron3): -1.26457
(layer1,neuron0)-(layer2,neuron4): 0.058337
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