Pretrained Base Model/training_times.txt

Epoch 1/2000:
  Epoch Time: 25.618987560272217
Epoch 2/2000:
  Epoch Time: 24.573694467544556
Epoch 3/2000:
  Epoch Time: 35.3754186630249
Epoch 4/2000:
  Epoch Time: 24.802497625350952
Epoch 5/2000:
  Epoch Time: 35.36515140533447
Epoch 6/2000:
  Epoch Time: 24.69466257095337
Epoch 7/2000:
  Epoch Time: 35.33469367027283
Epoch 8/2000:
  Epoch Time: 24.650006771087646
Epoch 9/2000:
  Epoch Time: 24.586905002593994
Epoch 10/2000:
  Epoch Time: 35.19983124732971
Epoch 11/2000:
  Epoch Time: 24.58481192588806
Epoch 12/2000:
  Epoch Time: 35.50823616981506
Epoch 13/2000:
  Epoch Time: 24.70728063583374
Epoch 14/2000:
  Epoch Time: 35.2906014919281
Epoch 15/2000:
  Epoch Time: 24.70067548751831
Epoch 16/2000:
  Epoch Time: 24.56070590019226
Epoch 17/2000:
  Epoch Time: 35.35891389846802
Epoch 18/2000:
  Epoch Time: 24.590630531311035
Epoch 19/2000:
  Epoch Time: 35.384915351867676
Epoch 20/2000:
  Epoch Time: 24.682771682739258
Epoch 21/2000:
  Epoch Time: 35.5338773727417
Epoch 22/2000:
  Epoch Time: 24.86756157875061
Epoch 23/2000:
  Epoch Time: 24.770934581756592
Epoch 24/2000:
  Epoch Time: 35.46073770523071
Epoch 25/2000:
  Epoch Time: 24.6592800617218
Epoch 26/2000:
  Epoch Time: 35.31223821640015
Epoch 27/2000:
  Epoch Time: 24.661009788513184
Epoch 28/2000:
  Epoch Time: 35.2975697517395
Epoch 29/2000:
  Epoch Time: 24.56358051300049
Epoch 30/2000:
  Epoch Time: 24.603206396102905
Epoch 31/2000:
  Epoch Time: 35.305848121643066
Epoch 32/2000:
  Epoch Time: 24.639580011367798
Epoch 33/2000:
  Epoch Time: 35.37826657295227
Epoch 34/2000:
  Epoch Time: 24.67519211769104
Epoch 35/2000:
  Epoch Time: 35.40761208534241
Epoch 36/2000:
  Epoch Time: 24.685372591018677
Epoch 37/2000:
  Epoch Time: 24.686089515686035
Epoch 38/2000:
  Epoch Time: 35.16649150848389
Epoch 39/2000:
  Epoch Time: 24.72599458694458
Epoch 40/2000:
  Epoch Time: 35.32401752471924
Epoch 41/2000:
  Epoch Time: 24.690605640411377
Epoch 42/2000:
  Epoch Time: 35.33947134017944
Epoch 43/2000:
  Epoch Time: 24.619959592819214
Epoch 44/2000:
  Epoch Time: 24.693222045898438
Epoch 45/2000:
  Epoch Time: 35.26632833480835
Epoch 46/2000:
  Epoch Time: 24.63942313194275
Epoch 47/2000:
  Epoch Time: 35.294933557510376
Epoch 48/2000:
  Epoch Time: 24.665773391723633
Epoch 49/2000:
  Epoch Time: 35.628381967544556
Epoch 50/2000:
  Epoch Time: 24.830758810043335
Epoch 51/2000:
  Epoch Time: 24.797037839889526
Epoch 52/2000:
  Epoch Time: 35.561861753463745
Epoch 53/2000:
  Epoch Time: 24.845026969909668
Epoch 54/2000:
  Epoch Time: 35.336201190948486
Epoch 55/2000:
  Epoch Time: 24.68093204498291
Epoch 56/2000:
  Epoch Time: 35.3622887134552
Epoch 57/2000:
  Epoch Time: 24.70694398880005
Epoch 58/2000:
  Epoch Time: 24.683655738830566
Epoch 59/2000:
  Epoch Time: 35.34082579612732
Epoch 60/2000:
  Epoch Time: 24.726755142211914
Epoch 61/2000:
  Epoch Time: 35.48981785774231
Epoch 62/2000:
  Epoch Time: 24.729998111724854
Epoch 63/2000:
  Epoch Time: 35.74274730682373
Epoch 64/2000:
  Epoch Time: 24.687309503555298
Epoch 65/2000:
  Epoch Time: 24.731205701828003
Epoch 66/2000:
  Epoch Time: 35.519957542419434
Epoch 67/2000:
  Epoch Time: 24.799670696258545
Epoch 68/2000:
  Epoch Time: 35.611040115356445
Epoch 69/2000:
  Epoch Time: 24.789745807647705
Epoch 70/2000:
  Epoch Time: 35.916524171829224
Epoch 71/2000:
  Epoch Time: 24.713178157806396
Epoch 72/2000:
  Epoch Time: 24.674790859222412
Epoch 73/2000:
  Epoch Time: 35.39590072631836
Epoch 74/2000:
  Epoch Time: 24.63958501815796
Epoch 75/2000:
  Epoch Time: 35.40814781188965
Epoch 76/2000:
  Epoch Time: 24.70343828201294
Epoch 77/2000:
  Epoch Time: 35.60849452018738
Epoch 78/2000:
  Epoch Time: 24.94551658630371
Epoch 79/2000:
  Epoch Time: 24.921061992645264
Epoch 80/2000:
  Epoch Time: 35.59927845001221
Epoch 81/2000:
  Epoch Time: 24.844115495681763
Epoch 82/2000:
  Epoch Time: 35.837918758392334
Epoch 83/2000:
  Epoch Time: 24.6791889667511
Epoch 84/2000:
  Epoch Time: 35.40254044532776
Epoch 85/2000:
  Epoch Time: 24.679703950881958
Epoch 86/2000:
  Epoch Time: 24.6784405708313
Epoch 87/2000:
  Epoch Time: 35.42886972427368
Epoch 88/2000:
  Epoch Time: 24.698848247528076
Epoch 89/2000:
  Epoch Time: 35.528011322021484
Epoch 90/2000:
  Epoch Time: 24.770463466644287
Epoch 91/2000:
  Epoch Time: 35.57174372673035
Epoch 92/2000:
  Epoch Time: 24.75890851020813
Epoch 93/2000:
  Epoch Time: 24.71452760696411
Epoch 94/2000:
  Epoch Time: 35.43541693687439
Epoch 95/2000:
  Epoch Time: 24.74809765815735
Epoch 96/2000:
  Epoch Time: 35.27624273300171
Epoch 97/2000:
  Epoch Time: 24.74052333831787
Epoch 98/2000:
  Epoch Time: 35.41869807243347
Epoch 99/2000:
  Epoch Time: 24.750158548355103
Epoch 100/2000:
  Epoch Time: 35.32866835594177
Epoch 101/2000:
  Epoch Time: 24.647201776504517
Epoch 102/2000:
  Epoch Time: 24.691505908966064
Epoch 103/2000:
  Epoch Time: 35.47190022468567
Epoch 104/2000:
  Epoch Time: 24.729498863220215
Epoch 105/2000:
  Epoch Time: 35.548861503601074
Epoch 106/2000:
  Epoch Time: 24.789929628372192
Epoch 107/2000:
  Epoch Time: 36.040419578552246
Epoch 108/2000:
  Epoch Time: 24.988112211227417
Epoch 109/2000:
  Epoch Time: 24.851303339004517
Epoch 110/2000:
  Epoch Time: 36.27923655509949
Epoch 111/2000:
  Epoch Time: 24.902963161468506
Epoch 112/2000:
  Epoch Time: 36.07669281959534
Epoch 113/2000:
  Epoch Time: 24.950518369674683
Epoch 114/2000:
  Epoch Time: 35.67400360107422
Epoch 115/2000:
  Epoch Time: 24.751614570617676
Epoch 116/2000:
  Epoch Time: 24.758139610290527
Epoch 117/2000:
  Epoch Time: 36.429752588272095
Epoch 118/2000:
  Epoch Time: 24.730945348739624
Epoch 119/2000:
  Epoch Time: 35.60069131851196
Epoch 120/2000:
  Epoch Time: 24.83215641975403
Epoch 121/2000:
  Epoch Time: 35.45812678337097
Epoch 122/2000:
  Epoch Time: 24.82244110107422
Epoch 123/2000:
  Epoch Time: 24.663519859313965
Epoch 124/2000:
  Epoch Time: 35.473315477371216
Epoch 125/2000:
  Epoch Time: 24.687206506729126
Epoch 126/2000:
  Epoch Time: 35.37057089805603
Epoch 127/2000:
  Epoch Time: 24.71244478225708
Epoch 128/2000:
  Epoch Time: 35.50402784347534
Epoch 129/2000:
  Epoch Time: 24.649230241775513
Epoch 130/2000:
  Epoch Time: 24.71330165863037
Epoch 131/2000:
  Epoch Time: 35.726117849349976
Epoch 132/2000:
  Epoch Time: 24.693024158477783
Epoch 133/2000:
  Epoch Time: 35.512091398239136
Epoch 134/2000:
  Epoch Time: 24.91431999206543
Epoch 135/2000:
  Epoch Time: 35.709527254104614
Epoch 136/2000:
  Epoch Time: 24.792110204696655
Epoch 137/2000:
  Epoch Time: 24.750503540039062
Epoch 138/2000:
  Epoch Time: 35.59220337867737
Epoch 139/2000:
  Epoch Time: 24.64329719543457
Epoch 140/2000:
  Epoch Time: 35.73611521720886
Epoch 141/2000:
  Epoch Time: 24.82016372680664
Epoch 142/2000:
  Epoch Time: 35.60854983329773
Epoch 143/2000:
  Epoch Time: 24.808430433273315
Epoch 144/2000:
  Epoch Time: 24.76059126853943
Epoch 145/2000:
  Epoch Time: 35.79896640777588
Epoch 146/2000:
  Epoch Time: 24.892454147338867
Epoch 147/2000:
  Epoch Time: 35.41922926902771
Epoch 148/2000:
  Epoch Time: 24.871169567108154
Epoch 149/2000:
  Epoch Time: 35.487322092056274
Epoch 150/2000:
  Epoch Time: 24.83773422241211
Epoch 151/2000:
  Epoch Time: 24.7389657497406
Epoch 152/2000:
  Epoch Time: 35.7991840839386
Epoch 153/2000:
  Epoch Time: 24.768383264541626
Epoch 154/2000:
  Epoch Time: 35.4485547542572
Epoch 155/2000:
  Epoch Time: 24.8266179561615
Epoch 156/2000:
  Epoch Time: 35.41089653968811
Epoch 157/2000:
  Epoch Time: 24.67616057395935
Epoch 158/2000:
  Epoch Time: 24.69956684112549
Epoch 159/2000:
  Epoch Time: 35.37396764755249
Epoch 160/2000:
  Epoch Time: 24.577096700668335
Epoch 161/2000:
  Epoch Time: 35.51228976249695
Epoch 162/2000:
  Epoch Time: 24.811893463134766
Epoch 163/2000:
  Epoch Time: 35.38511371612549
Epoch 164/2000:
  Epoch Time: 24.704472064971924
Epoch 165/2000:
  Epoch Time: 24.855066299438477
Epoch 166/2000:
  Epoch Time: 35.3920795917511
Epoch 167/2000:
  Epoch Time: 24.887603521347046
Epoch 168/2000:
  Epoch Time: 35.463464975357056
Epoch 169/2000:
  Epoch Time: 24.68073320388794
Epoch 170/2000:
  Epoch Time: 35.50589203834534
Epoch 171/2000:
  Epoch Time: 24.735948085784912
Epoch 172/2000:
  Epoch Time: 24.777589321136475
Epoch 173/2000:
  Epoch Time: 35.38191199302673
Epoch 174/2000:
  Epoch Time: 24.65786600112915
Epoch 175/2000:
  Epoch Time: 35.45729064941406
Epoch 176/2000:
  Epoch Time: 24.795948028564453
Epoch 177/2000:
  Epoch Time: 35.41301965713501
Epoch 178/2000:
  Epoch Time: 24.870492935180664
Epoch 179/2000:
  Epoch Time: 24.79775619506836
Epoch 180/2000:
  Epoch Time: 35.67881226539612
Epoch 181/2000:
  Epoch Time: 24.916598081588745
Epoch 182/2000:
  Epoch Time: 35.477009296417236
Epoch 183/2000:
  Epoch Time: 24.874988317489624
Epoch 184/2000:
  Epoch Time: 35.296526193618774
Epoch 185/2000:
  Epoch Time: 24.73233652114868
Epoch 186/2000:
  Epoch Time: 24.748098134994507
Epoch 187/2000:
  Epoch Time: 35.42747235298157
Epoch 188/2000:
  Epoch Time: 24.82632613182068
Epoch 189/2000:
  Epoch Time: 35.819950580596924
Epoch 190/2000:
  Epoch Time: 24.698230266571045
Epoch 191/2000:
  Epoch Time: 35.40761208534241
Epoch 192/2000:
  Epoch Time: 24.689049243927002
Epoch 193/2000:
  Epoch Time: 24.760898113250732
Epoch 194/2000:
  Epoch Time: 35.407739877700806
Epoch 195/2000:
  Epoch Time: 24.74967050552368
Epoch 196/2000:
  Epoch Time: 35.406341552734375
Epoch 197/2000:
  Epoch Time: 24.710911512374878
Epoch 198/2000:
  Epoch Time: 35.54435920715332
Epoch 199/2000:
  Epoch Time: 24.829269409179688
Epoch 200/2000:
  Epoch Time: 35.4947464466095
Epoch 201/2000:
  Epoch Time: 24.687836408615112
Epoch 202/2000:
  Epoch Time: 24.793850660324097
Epoch 203/2000:
  Epoch Time: 35.51638126373291
Epoch 204/2000:
  Epoch Time: 24.758240699768066
Epoch 205/2000:
  Epoch Time: 35.43159890174866
Epoch 206/2000:
  Epoch Time: 24.585012435913086
Epoch 207/2000:
  Epoch Time: 35.83943319320679
Epoch 208/2000:
  Epoch Time: 24.872101545333862
Epoch 209/2000:
  Epoch Time: 24.884594917297363
Epoch 210/2000:
  Epoch Time: 35.47430491447449
Epoch 211/2000:
  Epoch Time: 24.750900983810425
Epoch 212/2000:
  Epoch Time: 35.400554895401
Epoch 213/2000:
  Epoch Time: 24.625861406326294
Epoch 214/2000:
  Epoch Time: 35.42755627632141
Epoch 215/2000:
  Epoch Time: 24.757211685180664
Epoch 216/2000:
  Epoch Time: 24.64772129058838
Epoch 217/2000:
  Epoch Time: 35.383679151535034
Epoch 218/2000:
  Epoch Time: 24.803553819656372
Epoch 219/2000:
  Epoch Time: 35.29698324203491
Epoch 220/2000:
  Epoch Time: 24.71952772140503
Epoch 221/2000:
  Epoch Time: 35.78842234611511
Epoch 222/2000:
  Epoch Time: 24.707910537719727
Epoch 223/2000:
  Epoch Time: 24.735080003738403
Epoch 224/2000:
  Epoch Time: 35.57108235359192
Epoch 225/2000:
  Epoch Time: 24.679489374160767
Epoch 226/2000:
  Epoch Time: 35.54309940338135
Epoch 227/2000:
  Epoch Time: 24.835370302200317
Epoch 228/2000:
  Epoch Time: 35.49916672706604
Epoch 229/2000:
  Epoch Time: 24.7119038105011
Epoch 230/2000:
  Epoch Time: 24.767407178878784
Epoch 231/2000:
  Epoch Time: 35.36032152175903
Epoch 232/2000:
  Epoch Time: 24.660505294799805
Epoch 233/2000:
  Epoch Time: 35.498955965042114
Epoch 234/2000:
  Epoch Time: 24.6289541721344
Epoch 235/2000:
  Epoch Time: 35.368149757385254
Epoch 236/2000:
  Epoch Time: 24.657021284103394
Epoch 237/2000:
  Epoch Time: 24.80756402015686
Epoch 238/2000:
  Epoch Time: 35.33079671859741
Epoch 239/2000:
  Epoch Time: 24.645576000213623
Epoch 240/2000:
  Epoch Time: 35.60582661628723
Epoch 241/2000:
  Epoch Time: 24.593059301376343
Epoch 242/2000:
  Epoch Time: 35.51935958862305
Epoch 243/2000:
  Epoch Time: 24.68890690803528
Epoch 244/2000:
  Epoch Time: 24.8764967918396
Epoch 245/2000:
  Epoch Time: 35.3274142742157
Epoch 246/2000:
  Epoch Time: 24.66098117828369
Epoch 247/2000:
  Epoch Time: 35.45595574378967
Epoch 248/2000:
  Epoch Time: 24.628766536712646
Epoch 249/2000:
  Epoch Time: 35.43592548370361
Epoch 250/2000:
  Epoch Time: 24.64699697494507
Epoch 251/2000:
  Epoch Time: 24.920464754104614
Epoch 252/2000:
  Epoch Time: 35.21763038635254
Epoch 253/2000:
  Epoch Time: 24.656155347824097
Epoch 254/2000:
  Epoch Time: 35.387609004974365
Epoch 255/2000:
  Epoch Time: 24.53616189956665
Epoch 256/2000:
  Epoch Time: 35.93192791938782
Epoch 257/2000:
  Epoch Time: 24.48743486404419
Epoch 258/2000:
  Epoch Time: 24.709110260009766
Epoch 259/2000:
  Epoch Time: 35.14708638191223
Epoch 260/2000:
  Epoch Time: 24.621503353118896
Epoch 261/2000:
  Epoch Time: 35.478848457336426
Epoch 262/2000:
  Epoch Time: 24.61019515991211
Epoch 263/2000:
  Epoch Time: 35.56016516685486
Epoch 264/2000:
  Epoch Time: 24.652814626693726
Epoch 265/2000:
  Epoch Time: 24.885714054107666
Epoch 266/2000:
  Epoch Time: 35.32704782485962
Epoch 267/2000:
  Epoch Time: 24.710923433303833
Epoch 268/2000:
  Epoch Time: 35.43694567680359
Epoch 269/2000:
  Epoch Time: 24.581632614135742
Epoch 270/2000:
  Epoch Time: 35.43827962875366
Epoch 271/2000:
  Epoch Time: 24.838512182235718
Epoch 272/2000:
  Epoch Time: 24.799503326416016
Epoch 273/2000:
  Epoch Time: 35.40597581863403
Epoch 274/2000:
  Epoch Time: 24.716816186904907
Epoch 275/2000:
  Epoch Time: 35.42040467262268
Epoch 276/2000:
  Epoch Time: 24.57945227622986
Epoch 277/2000:
  Epoch Time: 35.37623071670532
Epoch 278/2000:
  Epoch Time: 24.65112042427063
Epoch 279/2000:
  Epoch Time: 24.7007839679718
Epoch 280/2000:
  Epoch Time: 35.40199065208435
Epoch 281/2000:
  Epoch Time: 24.607622146606445
Epoch 282/2000:
  Epoch Time: 35.375375509262085
Epoch 283/2000:
  Epoch Time: 24.680469274520874
Epoch 284/2000:
  Epoch Time: 35.4027419090271
Epoch 285/2000:
  Epoch Time: 24.716225624084473
Epoch 286/2000:
  Epoch Time: 24.542632341384888
Epoch 287/2000:
  Epoch Time: 35.58690571784973
Epoch 288/2000:
  Epoch Time: 24.748183012008667
Epoch 289/2000:
  Epoch Time: 35.6042742729187
Epoch 290/2000:
  Epoch Time: 24.788575649261475
Epoch 291/2000:
  Epoch Time: 35.809568881988525
Epoch 292/2000:
  Epoch Time: 24.72543954849243
Epoch 293/2000:
  Epoch Time: 24.721887826919556
Epoch 294/2000:
  Epoch Time: 35.45573163032532
Epoch 295/2000:
  Epoch Time: 24.726792097091675
Epoch 296/2000:
  Epoch Time: 35.541536808013916
Epoch 297/2000:
  Epoch Time: 24.722572565078735
Epoch 298/2000:
  Epoch Time: 35.612637519836426
Epoch 299/2000:
  Epoch Time: 24.647411584854126
Epoch 300/2000:
  Epoch Time: 35.25795841217041
Epoch 301/2000:
  Epoch Time: 24.740530729293823
Epoch 302/2000:
  Epoch Time: 24.57604742050171
Epoch 303/2000:
  Epoch Time: 35.61211156845093
Epoch 304/2000:
  Epoch Time: 24.624297618865967
Epoch 305/2000:
  Epoch Time: 35.54382061958313
Epoch 306/2000:
  Epoch Time: 24.75022840499878
Epoch 307/2000:
  Epoch Time: 35.34375882148743
Epoch 308/2000:
  Epoch Time: 24.97662091255188
Epoch 309/2000:
  Epoch Time: 24.70427441596985
Epoch 310/2000:
  Epoch Time: 35.51878809928894
Epoch 311/2000:
  Epoch Time: 24.652238845825195
Epoch 312/2000:
  Epoch Time: 35.48239827156067
Epoch 313/2000:
  Epoch Time: 24.819164276123047
Epoch 314/2000:
  Epoch Time: 35.25243377685547
Epoch 315/2000:
  Epoch Time: 24.86341142654419
Epoch 316/2000:
  Epoch Time: 24.605451107025146
Epoch 317/2000:
  Epoch Time: 35.611154079437256
Epoch 318/2000:
  Epoch Time: 24.658222675323486
Epoch 319/2000:
  Epoch Time: 35.38360285758972
Epoch 320/2000:
  Epoch Time: 24.789674282073975
Epoch 321/2000:
  Epoch Time: 35.312254428863525
Epoch 322/2000:
  Epoch Time: 24.925702571868896
Epoch 323/2000:
  Epoch Time: 24.760510444641113
Epoch 324/2000:
  Epoch Time: 35.39197564125061
Epoch 325/2000:
  Epoch Time: 24.7003436088562
Epoch 326/2000:
  Epoch Time: 35.43185591697693
Epoch 327/2000:
  Epoch Time: 24.962104320526123
Epoch 328/2000:
  Epoch Time: 35.691429138183594
Epoch 329/2000:
  Epoch Time: 24.760871171951294
Epoch 330/2000:
  Epoch Time: 24.904479265213013
Epoch 331/2000:
  Epoch Time: 35.39664840698242
Epoch 332/2000:
  Epoch Time: 24.819896936416626
Epoch 333/2000:
  Epoch Time: 35.1812961101532
Epoch 334/2000:
  Epoch Time: 24.908280849456787
Epoch 335/2000:
  Epoch Time: 35.43588876724243
Epoch 336/2000:
  Epoch Time: 24.6421058177948
Epoch 337/2000:
  Epoch Time: 25.111541271209717
Epoch 338/2000:
  Epoch Time: 35.34027361869812
Epoch 339/2000:
  Epoch Time: 24.816900968551636
Epoch 340/2000:
  Epoch Time: 35.27311325073242
Epoch 341/2000:
  Epoch Time: 24.560415506362915
Epoch 342/2000:
  Epoch Time: 35.76804065704346
Epoch 343/2000:
  Epoch Time: 24.733977794647217
Epoch 344/2000:
  Epoch Time: 24.89945888519287
Epoch 345/2000:
  Epoch Time: 35.481725215911865
Epoch 346/2000:
  Epoch Time: 24.727851152420044
Epoch 347/2000:
  Epoch Time: 35.71692657470703
Epoch 348/2000:
  Epoch Time: 24.676548957824707
Epoch 349/2000:
  Epoch Time: 35.62117624282837
Epoch 350/2000:
  Epoch Time: 24.757655382156372
Epoch 351/2000:
  Epoch Time: 24.763057708740234
Epoch 352/2000:
  Epoch Time: 35.49139642715454
Epoch 353/2000:
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Epoch 590/2000:
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Epoch 603/2000:
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Epoch 621/2000:
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Epoch 622/2000:
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Epoch 700/2000:
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Epoch 701/2000:
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Epoch 702/2000:
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Epoch 703/2000:
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Epoch 704/2000:
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Epoch 705/2000:
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Epoch 706/2000:
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Epoch 707/2000:
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Epoch 708/2000:
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Epoch 709/2000:
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Epoch 710/2000:
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Epoch 711/2000:
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Epoch 712/2000:
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Epoch 713/2000:
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Epoch 714/2000:
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Epoch 715/2000:
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Epoch 716/2000:
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Epoch 717/2000:
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Epoch 718/2000:
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Epoch 719/2000:
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Epoch 720/2000:
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Epoch 721/2000:
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Epoch 722/2000:
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Epoch 723/2000:
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Epoch 724/2000:
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Epoch 725/2000:
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Epoch 726/2000:
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Epoch 727/2000:
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Epoch 728/2000:
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Epoch 729/2000:
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Epoch 730/2000:
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Epoch 731/2000:
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Epoch 732/2000:
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Epoch 733/2000:
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Epoch 734/2000:
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Epoch 735/2000:
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Epoch 736/2000:
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Epoch 737/2000:
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Epoch 738/2000:
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Epoch 739/2000:
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Epoch 740/2000:
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Epoch 741/2000:
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Epoch 742/2000:
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Epoch 743/2000:
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Epoch 744/2000:
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Epoch 745/2000:
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Epoch 746/2000:
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Epoch 747/2000:
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Epoch 748/2000:
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Epoch 749/2000:
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Epoch 750/2000:
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Epoch 751/2000:
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Epoch 752/2000:
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Epoch 753/2000:
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Epoch 754/2000:
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Epoch 755/2000:
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Epoch 756/2000:
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Epoch 757/2000:
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Epoch 758/2000:
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Epoch 759/2000:
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Epoch 760/2000:
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Epoch 761/2000:
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Epoch 762/2000:
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Epoch 763/2000:
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Epoch 764/2000:
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Epoch 765/2000:
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Epoch 766/2000:
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Epoch 767/2000:
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Epoch 768/2000:
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Epoch 769/2000:
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Epoch 770/2000:
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Epoch 771/2000:
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Epoch 772/2000:
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Epoch 773/2000:
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Epoch 774/2000:
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Epoch 775/2000:
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Epoch 776/2000:
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Epoch 777/2000:
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Epoch 778/2000:
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Epoch 779/2000:
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Epoch 780/2000:
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Epoch 781/2000:
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Epoch 782/2000:
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Epoch 783/2000:
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Epoch 784/2000:
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Epoch 785/2000:
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Epoch 786/2000:
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Epoch 787/2000:
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Epoch 788/2000:
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Epoch 789/2000:
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Epoch 790/2000:
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Epoch 791/2000:
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Epoch 792/2000:
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Epoch 793/2000:
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Epoch 794/2000:
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Epoch 795/2000:
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Epoch 796/2000:
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Epoch 797/2000:
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Epoch 798/2000:
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Epoch 799/2000:
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Epoch 800/2000:
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Epoch 801/2000:
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Epoch 802/2000:
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Epoch 803/2000:
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Epoch 804/2000:
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Epoch 805/2000:
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Epoch 806/2000:
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Epoch 807/2000:
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Epoch 808/2000:
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Epoch 809/2000:
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Epoch 810/2000:
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Epoch 811/2000:
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Epoch 812/2000:
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Epoch 813/2000:
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Epoch 814/2000:
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Epoch 815/2000:
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Epoch 816/2000:
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Epoch 817/2000:
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Epoch 818/2000:
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Epoch 819/2000:
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Epoch 820/2000:
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Epoch 821/2000:
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Epoch 822/2000:
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Epoch 823/2000:
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Epoch 824/2000:
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Epoch 825/2000:
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Epoch 826/2000:
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Epoch 827/2000:
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Epoch 828/2000:
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Epoch 829/2000:
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Epoch 830/2000:
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Epoch 831/2000:
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Epoch 832/2000:
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Epoch 833/2000:
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Epoch 834/2000:
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Epoch 835/2000:
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Epoch 836/2000:
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Epoch 837/2000:
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Epoch 838/2000:
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Epoch 839/2000:
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Epoch 840/2000:
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Epoch 841/2000:
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Epoch 842/2000:
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Epoch 843/2000:
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Epoch 844/2000:
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Epoch 845/2000:
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Epoch 846/2000:
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Epoch 847/2000:
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Epoch 848/2000:
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Epoch 849/2000:
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Epoch 850/2000:
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Epoch 851/2000:
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Epoch 852/2000:
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Epoch 853/2000:
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Epoch 854/2000:
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Epoch 855/2000:
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Epoch 856/2000:
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Epoch 857/2000:
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Epoch 858/2000:
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Epoch 859/2000:
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Epoch 860/2000:
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Epoch 861/2000:
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Epoch 862/2000:
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Epoch 863/2000:
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Epoch 864/2000:
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Epoch 865/2000:
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Epoch 866/2000:
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Epoch 867/2000:
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Epoch 868/2000:
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Epoch 869/2000:
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Epoch 870/2000:
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Epoch 871/2000:
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Epoch 872/2000:
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Epoch 873/2000:
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Epoch 874/2000:
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Epoch 875/2000:
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Epoch 876/2000:
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Epoch 877/2000:
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Epoch 878/2000:
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Epoch 879/2000:
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Epoch 880/2000:
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Epoch 881/2000:
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Epoch 882/2000:
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Epoch 883/2000:
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Epoch 884/2000:
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Epoch 885/2000:
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Epoch 886/2000:
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Epoch 887/2000:
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Epoch 888/2000:
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Epoch 889/2000:
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Epoch 890/2000:
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Epoch 891/2000:
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Epoch 892/2000:
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Epoch 893/2000:
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Epoch 894/2000:
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Epoch 895/2000:
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Epoch 896/2000:
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Epoch 897/2000:
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Epoch 898/2000:
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Epoch 899/2000:
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Epoch 900/2000:
  Epoch Time: 35.58314657211304
Epoch 901/2000:
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Epoch 902/2000:
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Epoch 903/2000:
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Epoch 904/2000:
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Epoch 905/2000:
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Epoch 906/2000:
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Epoch 907/2000:
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Epoch 908/2000:
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Epoch 909/2000:
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Epoch 910/2000:
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Epoch 911/2000:
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Epoch 912/2000:
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Epoch 913/2000:
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Epoch 914/2000:
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Epoch 915/2000:
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Epoch 916/2000:
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Epoch 917/2000:
  Epoch Time: 35.188841581344604
Epoch 918/2000:
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Epoch 919/2000:
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Epoch 920/2000:
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Epoch 921/2000:
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Epoch 922/2000:
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Epoch 923/2000:
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Epoch 924/2000:
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Epoch 925/2000:
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Epoch 926/2000:
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Epoch 927/2000:
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Epoch 928/2000:
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Epoch 929/2000:
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Epoch 930/2000:
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Epoch 931/2000:
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Epoch 932/2000:
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Epoch 933/2000:
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Epoch 934/2000:
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Epoch 935/2000:
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Epoch 936/2000:
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Epoch 937/2000:
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Epoch 938/2000:
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Epoch 939/2000:
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Epoch 940/2000:
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Epoch 941/2000:
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Epoch 942/2000:
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Epoch 943/2000:
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Epoch 944/2000:
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Epoch 945/2000:
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Epoch 946/2000:
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Epoch 947/2000:
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Epoch 948/2000:
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Epoch 949/2000:
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Epoch 950/2000:
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Epoch 951/2000:
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Epoch 952/2000:
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Epoch 953/2000:
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Epoch 954/2000:
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Epoch 955/2000:
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Epoch 956/2000:
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Epoch 957/2000:
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Epoch 958/2000:
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Epoch 959/2000:
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Epoch 960/2000:
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Epoch 961/2000:
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Epoch 962/2000:
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Epoch 963/2000:
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Epoch 964/2000:
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Epoch 965/2000:
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Epoch 966/2000:
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Epoch 967/2000:
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Epoch 968/2000:
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Epoch 969/2000:
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Epoch 970/2000:
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Epoch 971/2000:
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Epoch 972/2000:
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Epoch 973/2000:
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Epoch 974/2000:
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Epoch 975/2000:
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Epoch 976/2000:
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Epoch 977/2000:
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Epoch 978/2000:
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Epoch 979/2000:
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Epoch 980/2000:
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Epoch 981/2000:
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Epoch 982/2000:
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Epoch 983/2000:
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Epoch 984/2000:
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Epoch 985/2000:
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Epoch 986/2000:
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Epoch 987/2000:
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Epoch 988/2000:
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Epoch 989/2000:
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Epoch 990/2000:
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Epoch 991/2000:
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Epoch 992/2000:
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Epoch 993/2000:
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Epoch 994/2000:
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Epoch 995/2000:
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Epoch 996/2000:
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Epoch 997/2000:
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Epoch 998/2000:
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Epoch 999/2000:
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Epoch 1000/2000:
  Epoch Time: 35.141510248184204
Epoch 1001/2000:
  Epoch Time: 24.61998963356018
Epoch 1002/2000:
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Epoch 1003/2000:
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Epoch 1004/2000:
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Epoch 1005/2000:
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Epoch 1006/2000:
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Epoch 1007/2000:
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Epoch 1008/2000:
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Epoch 1009/2000:
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Epoch 1010/2000:
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Epoch 1011/2000:
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Epoch 1012/2000:
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Epoch 1013/2000:
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Epoch 1014/2000:
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Epoch 1015/2000:
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Epoch 1016/2000:
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Epoch 1017/2000:
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Epoch 1018/2000:
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Epoch 1019/2000:
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Epoch 1020/2000:
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Epoch 1021/2000:
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Epoch 1022/2000:
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Epoch 1023/2000:
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Epoch 1024/2000:
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Epoch 1025/2000:
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Epoch 1026/2000:
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Epoch 1027/2000:
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Epoch 1028/2000:
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Epoch 1029/2000:
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Epoch 1030/2000:
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Epoch 1031/2000:
  Epoch Time: 35.32339596748352
Epoch 1032/2000:
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Epoch 1033/2000:
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Epoch 1034/2000:
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Epoch 1035/2000:
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Epoch 1036/2000:
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Epoch 1037/2000:
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Epoch 1038/2000:
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Epoch 1039/2000:
  Epoch Time: 24.607176065444946
Epoch 1040/2000:
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Epoch 1041/2000:
  Epoch Time: 24.66126585006714
Epoch 1042/2000:
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Epoch 1043/2000:
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Epoch 1044/2000:
  Epoch Time: 25.055958032608032
Epoch 1045/2000:
  Epoch Time: 35.226168632507324
Epoch 1046/2000:
  Epoch Time: 24.495994329452515
Epoch 1047/2000:
  Epoch Time: 35.328025579452515
Epoch 1048/2000:
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Epoch 1049/2000:
  Epoch Time: 35.12357306480408
Epoch 1050/2000:
  Epoch Time: 24.67227602005005
Epoch 1051/2000:
  Epoch Time: 24.643283367156982
Epoch 1052/2000:
  Epoch Time: 35.230454444885254
Epoch 1053/2000:
  Epoch Time: 25.063071727752686
Epoch 1054/2000:
  Epoch Time: 35.5429048538208
Epoch 1055/2000:
  Epoch Time: 24.60768461227417
Epoch 1056/2000:
  Epoch Time: 35.1495201587677
Epoch 1057/2000:
  Epoch Time: 24.578309535980225
Epoch 1058/2000:
  Epoch Time: 24.574987173080444
Epoch 1059/2000:
  Epoch Time: 35.59954285621643
Epoch 1060/2000:
  Epoch Time: 24.615119457244873
Epoch 1061/2000:
  Epoch Time: 35.21521711349487
Epoch 1062/2000:
  Epoch Time: 24.667022705078125
Epoch 1063/2000:
  Epoch Time: 35.932945728302
Epoch 1064/2000:
  Epoch Time: 24.573793411254883
Epoch 1065/2000:
  Epoch Time: 24.628169536590576
Epoch 1066/2000:
  Epoch Time: 35.29425501823425
Epoch 1067/2000:
  Epoch Time: 24.64575457572937
Epoch 1068/2000:
  Epoch Time: 35.24331879615784
Epoch 1069/2000:
  Epoch Time: 24.71995520591736
Epoch 1070/2000:
  Epoch Time: 35.20645594596863
Epoch 1071/2000:
  Epoch Time: 24.60336971282959
Epoch 1072/2000:
  Epoch Time: 24.944637060165405
Epoch 1073/2000:
  Epoch Time: 35.54379725456238
Epoch 1074/2000:
  Epoch Time: 24.610798835754395
Epoch 1075/2000:
  Epoch Time: 35.2250337600708
Epoch 1076/2000:
  Epoch Time: 24.71922516822815
Epoch 1077/2000:
  Epoch Time: 35.59221148490906
Epoch 1078/2000:
  Epoch Time: 24.578552961349487
Epoch 1079/2000:
  Epoch Time: 24.631524562835693
Epoch 1080/2000:
  Epoch Time: 35.460610151290894
Epoch 1081/2000:
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Epoch 1082/2000:
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Epoch 1083/2000:
  Epoch Time: 24.712499618530273
Epoch 1084/2000:
  Epoch Time: 35.3444128036499
Epoch 1085/2000:
  Epoch Time: 24.742756366729736
Epoch 1086/2000:
  Epoch Time: 24.725934505462646
Epoch 1087/2000:
  Epoch Time: 35.291370153427124
Epoch 1088/2000:
  Epoch Time: 24.732097864151
Epoch 1089/2000:
  Epoch Time: 35.29313063621521
Epoch 1090/2000:
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Epoch 1091/2000:
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Epoch 1092/2000:
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Epoch 1093/2000:
  Epoch Time: 24.53985047340393
Epoch 1094/2000:
  Epoch Time: 35.45243716239929
Epoch 1095/2000:
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Epoch 1096/2000:
  Epoch Time: 35.6087110042572
Epoch 1097/2000:
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Epoch 1098/2000:
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Epoch 1099/2000:
  Epoch Time: 24.897252559661865
Epoch 1100/2000:
  Epoch Time: 35.852535247802734
Epoch 1101/2000:
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Epoch 1102/2000:
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Epoch 1103/2000:
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Epoch 1104/2000:
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Epoch 1105/2000:
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Epoch 1106/2000:
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Epoch 1107/2000:
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Epoch 1108/2000:
  Epoch Time: 24.52881669998169
Epoch 1109/2000:
  Epoch Time: 24.602832078933716
Epoch 1110/2000:
  Epoch Time: 35.91993451118469
Epoch 1111/2000:
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Epoch 1112/2000:
  Epoch Time: 35.148953437805176
Epoch 1113/2000:
  Epoch Time: 24.71143388748169
Epoch 1114/2000:
  Epoch Time: 35.219619035720825
Epoch 1115/2000:
  Epoch Time: 24.74233078956604
Epoch 1116/2000:
  Epoch Time: 24.684925317764282
Epoch 1117/2000:
  Epoch Time: 35.307474851608276
Epoch 1118/2000:
  Epoch Time: 24.664796113967896
Epoch 1119/2000:
  Epoch Time: 35.943483114242554
Epoch 1120/2000:
  Epoch Time: 24.82831883430481
Epoch 1121/2000:
  Epoch Time: 35.417234897613525
Epoch 1122/2000:
  Epoch Time: 24.72252082824707
Epoch 1123/2000:
  Epoch Time: 24.606722354888916
Epoch 1124/2000:
  Epoch Time: 35.17753720283508
Epoch 1125/2000:
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Epoch 1126/2000:
  Epoch Time: 35.20297574996948
Epoch 1127/2000:
  Epoch Time: 24.53583812713623
Epoch 1128/2000:
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Epoch 1129/2000:
  Epoch Time: 25.12351155281067
Epoch 1130/2000:
  Epoch Time: 24.56554651260376
Epoch 1131/2000:
  Epoch Time: 35.170058250427246
Epoch 1132/2000:
  Epoch Time: 24.591293573379517
Epoch 1133/2000:
  Epoch Time: 35.24847173690796
Epoch 1134/2000:
  Epoch Time: 24.671013355255127
Epoch 1135/2000:
  Epoch Time: 35.208720445632935
Epoch 1136/2000:
  Epoch Time: 24.54998803138733
Epoch 1137/2000:
  Epoch Time: 24.598177909851074
Epoch 1138/2000:
  Epoch Time: 35.580779790878296
Epoch 1139/2000:
  Epoch Time: 24.981144905090332
Epoch 1140/2000:
  Epoch Time: 35.33831524848938
Epoch 1141/2000:
  Epoch Time: 24.702749013900757
Epoch 1142/2000:
  Epoch Time: 35.33922624588013
Epoch 1143/2000:
  Epoch Time: 24.68221116065979
Epoch 1144/2000:
  Epoch Time: 24.542970657348633
Epoch 1145/2000:
  Epoch Time: 35.37328600883484
Epoch 1146/2000:
  Epoch Time: 24.651411771774292
Epoch 1147/2000:
  Epoch Time: 35.43069243431091
Epoch 1148/2000:
  Epoch Time: 25.247912168502808
Epoch 1149/2000:
  Epoch Time: 35.55389857292175
Epoch 1150/2000:
  Epoch Time: 24.84859824180603
Epoch 1151/2000:
  Epoch Time: 24.83900237083435
Epoch 1152/2000:
  Epoch Time: 35.53420376777649
Epoch 1153/2000:
  Epoch Time: 24.857486963272095
Epoch 1154/2000:
  Epoch Time: 36.0183892250061
Epoch 1155/2000:
  Epoch Time: 24.87337613105774
Epoch 1156/2000:
  Epoch Time: 35.37244963645935
Epoch 1157/2000:
  Epoch Time: 24.981590509414673
Epoch 1158/2000:
  Epoch Time: 24.82168960571289
Epoch 1159/2000:
  Epoch Time: 35.18979787826538
Epoch 1160/2000:
  Epoch Time: 24.66311812400818
Epoch 1161/2000:
  Epoch Time: 35.429747104644775
Epoch 1162/2000:
  Epoch Time: 24.68257713317871
Epoch 1163/2000:
  Epoch Time: 35.38212275505066
Epoch 1164/2000:
  Epoch Time: 24.685524702072144
Epoch 1165/2000:
  Epoch Time: 24.618801593780518
Epoch 1166/2000:
  Epoch Time: 36.02665090560913
Epoch 1167/2000:
  Epoch Time: 25.045669555664062
Epoch 1168/2000:
  Epoch Time: 35.41057991981506
Epoch 1169/2000:
  Epoch Time: 24.62299084663391
Epoch 1170/2000:
  Epoch Time: 35.446122884750366
Epoch 1171/2000:
  Epoch Time: 24.750770092010498
Epoch 1172/2000:
  Epoch Time: 24.543917655944824
Epoch 1173/2000:
  Epoch Time: 35.259856939315796
Epoch 1174/2000:
  Epoch Time: 24.492631673812866
Epoch 1175/2000:
  Epoch Time: 35.243223905563354
Epoch 1176/2000:
  Epoch Time: 25.060034036636353
Epoch 1177/2000:
  Epoch Time: 35.46270275115967
Epoch 1178/2000:
  Epoch Time: 24.533485889434814
Epoch 1179/2000:
  Epoch Time: 24.736573219299316
Epoch 1180/2000:
  Epoch Time: 35.32738924026489
Epoch 1181/2000:
  Epoch Time: 24.66947078704834
Epoch 1182/2000:
  Epoch Time: 35.454832792282104
Epoch 1183/2000:
  Epoch Time: 24.729646682739258
Epoch 1184/2000:
  Epoch Time: 35.404526472091675
Epoch 1185/2000:
  Epoch Time: 25.037134885787964
Epoch 1186/2000:
  Epoch Time: 25.195598125457764
Epoch 1187/2000:
  Epoch Time: 35.49934458732605
Epoch 1188/2000:
  Epoch Time: 24.66547656059265
Epoch 1189/2000:
  Epoch Time: 35.368446588516235
Epoch 1190/2000:
  Epoch Time: 24.67593240737915
Epoch 1191/2000:
  Epoch Time: 35.32570242881775
Epoch 1192/2000:
  Epoch Time: 24.621790647506714
Epoch 1193/2000:
  Epoch Time: 24.61722469329834
Epoch 1194/2000:
  Epoch Time: 35.135847091674805
Epoch 1195/2000:
  Epoch Time: 25.233120918273926
Epoch 1196/2000:
  Epoch Time: 35.78818130493164
Epoch 1197/2000:
  Epoch Time: 24.763116121292114
Epoch 1198/2000:
  Epoch Time: 36.095783948898315
Epoch 1199/2000:
  Epoch Time: 24.800158500671387
Epoch 1200/2000:
  Epoch Time: 35.49356174468994
Epoch 1201/2000:
  Epoch Time: 24.722574949264526
Epoch 1202/2000:
  Epoch Time: 24.600237607955933
Epoch 1203/2000:
  Epoch Time: 35.21905708312988
Epoch 1204/2000:
  Epoch Time: 24.864141702651978
Epoch 1205/2000:
  Epoch Time: 35.822911500930786
Epoch 1206/2000:
  Epoch Time: 24.650179147720337
Epoch 1207/2000:
  Epoch Time: 35.1731173992157
Epoch 1208/2000:
  Epoch Time: 24.494881868362427
Epoch 1209/2000:
  Epoch Time: 24.560907125473022
Epoch 1210/2000:
  Epoch Time: 35.1936149597168
Epoch 1211/2000:
  Epoch Time: 24.562897443771362
Epoch 1212/2000:
  Epoch Time: 35.258742809295654
Epoch 1213/2000:
  Epoch Time: 24.45874309539795
Epoch 1214/2000:
  Epoch Time: 35.960246324539185
Epoch 1215/2000:
  Epoch Time: 24.72198486328125
Epoch 1216/2000:
  Epoch Time: 24.520838022232056
Epoch 1217/2000:
  Epoch Time: 35.22949242591858
Epoch 1218/2000:
  Epoch Time: 24.569157361984253
Epoch 1219/2000:
  Epoch Time: 35.28745889663696
Epoch 1220/2000:
  Epoch Time: 24.684401273727417
Epoch 1221/2000:
  Epoch Time: 35.40891242027283
Epoch 1222/2000:
  Epoch Time: 24.620711088180542
Epoch 1223/2000:
  Epoch Time: 24.862487077713013
Epoch 1224/2000:
  Epoch Time: 36.19495177268982
Epoch 1225/2000:
  Epoch Time: 24.73548173904419
Epoch 1226/2000:
  Epoch Time: 35.25074529647827
Epoch 1227/2000:
  Epoch Time: 24.67181372642517
Epoch 1228/2000:
  Epoch Time: 35.31676697731018
Epoch 1229/2000:
  Epoch Time: 24.573405742645264
Epoch 1230/2000:
  Epoch Time: 24.586230278015137
Epoch 1231/2000:
  Epoch Time: 35.197922229766846
Epoch 1232/2000:
  Epoch Time: 24.559098720550537
Epoch 1233/2000:
  Epoch Time: 36.05987906455994
Epoch 1234/2000:
  Epoch Time: 24.999212741851807
Epoch 1235/2000:
  Epoch Time: 35.286844968795776
Epoch 1236/2000:
  Epoch Time: 24.563433170318604
Epoch 1237/2000:
  Epoch Time: 24.631200790405273
Epoch 1238/2000:
  Epoch Time: 35.260443687438965
Epoch 1239/2000:
  Epoch Time: 24.588801622390747
Epoch 1240/2000:
  Epoch Time: 35.42587876319885
Epoch 1241/2000:
  Epoch Time: 24.600443601608276
Epoch 1242/2000:
  Epoch Time: 35.47724270820618
Epoch 1243/2000:
  Epoch Time: 25.18826699256897
Epoch 1244/2000:
  Epoch Time: 24.68258261680603
Epoch 1245/2000:
  Epoch Time: 35.19885563850403
Epoch 1246/2000:
  Epoch Time: 24.58662724494934
Epoch 1247/2000:
  Epoch Time: 35.133577823638916
Epoch 1248/2000:
  Epoch Time: 24.598012924194336
Epoch 1249/2000:
  Epoch Time: 35.22473978996277
Epoch 1250/2000:
  Epoch Time: 24.626457929611206
Epoch 1251/2000:
  Epoch Time: 24.624788999557495
Epoch 1252/2000:
  Epoch Time: 35.73431324958801
Epoch 1253/2000:
  Epoch Time: 25.03900408744812
Epoch 1254/2000:
  Epoch Time: 35.348602533340454
Epoch 1255/2000:
  Epoch Time: 24.661461114883423
Epoch 1256/2000:
  Epoch Time: 35.216564893722534
Epoch 1257/2000:
  Epoch Time: 24.656601190567017
Epoch 1258/2000:
  Epoch Time: 24.556018352508545
Epoch 1259/2000:
  Epoch Time: 35.18522262573242
Epoch 1260/2000:
  Epoch Time: 24.704453945159912
Epoch 1261/2000:
  Epoch Time: 35.292948722839355
Epoch 1262/2000:
  Epoch Time: 25.292325019836426
Epoch 1263/2000:
  Epoch Time: 35.5561888217926
Epoch 1264/2000:
  Epoch Time: 24.674687385559082
Epoch 1265/2000:
  Epoch Time: 24.69982409477234
Epoch 1266/2000:
  Epoch Time: 35.22704553604126
Epoch 1267/2000:
  Epoch Time: 24.556084871292114
Epoch 1268/2000:
  Epoch Time: 35.61401295661926
Epoch 1269/2000:
  Epoch Time: 24.595876932144165
Epoch 1270/2000:
  Epoch Time: 35.26499581336975
Epoch 1271/2000:
  Epoch Time: 24.90661644935608
Epoch 1272/2000:
  Epoch Time: 25.233168601989746
Epoch 1273/2000:
  Epoch Time: 35.2452392578125
Epoch 1274/2000:
  Epoch Time: 24.675830602645874
Epoch 1275/2000:
  Epoch Time: 35.27216577529907
Epoch 1276/2000:
  Epoch Time: 24.695391416549683
Epoch 1277/2000:
  Epoch Time: 35.26898670196533
Epoch 1278/2000:
  Epoch Time: 24.744463682174683
Epoch 1279/2000:
  Epoch Time: 24.637982845306396
Epoch 1280/2000:
  Epoch Time: 35.28209066390991
Epoch 1281/2000:
  Epoch Time: 24.893743991851807
Epoch 1282/2000:
  Epoch Time: 35.78323698043823
Epoch 1283/2000:
  Epoch Time: 24.591869592666626
Epoch 1284/2000:
  Epoch Time: 35.25988435745239
Epoch 1285/2000:
  Epoch Time: 24.564228534698486
Epoch 1286/2000:
  Epoch Time: 24.501976490020752
Epoch 1287/2000:
  Epoch Time: 35.25056481361389
Epoch 1288/2000:
  Epoch Time: 24.62504816055298
Epoch 1289/2000:
  Epoch Time: 35.086355447769165
Epoch 1290/2000:
  Epoch Time: 24.596155643463135
Epoch 1291/2000:
  Epoch Time: 35.82458972930908
Epoch 1292/2000:
  Epoch Time: 24.800553798675537
Epoch 1293/2000:
  Epoch Time: 24.49317979812622
Epoch 1294/2000:
  Epoch Time: 35.511472940444946
Epoch 1295/2000:
  Epoch Time: 24.555875539779663
Epoch 1296/2000:
  Epoch Time: 35.2275550365448
Epoch 1297/2000:
  Epoch Time: 24.83547353744507
Epoch 1298/2000:
  Epoch Time: 35.215200901031494
Epoch 1299/2000:
  Epoch Time: 24.563356399536133
Epoch 1300/2000:
  Epoch Time: 35.541436195373535
Epoch 1301/2000:
  Epoch Time: 25.081847429275513
Epoch 1302/2000:
  Epoch Time: 24.595032215118408
Epoch 1303/2000:
  Epoch Time: 35.17485308647156
Epoch 1304/2000:
  Epoch Time: 24.62519931793213
Epoch 1305/2000:
  Epoch Time: 35.561317443847656
Epoch 1306/2000:
  Epoch Time: 24.519876956939697
Epoch 1307/2000:
  Epoch Time: 35.68660926818848
Epoch 1308/2000:
  Epoch Time: 24.750629663467407
Epoch 1309/2000:
  Epoch Time: 24.650731325149536
Epoch 1310/2000:
  Epoch Time: 36.11406350135803
Epoch 1311/2000:
  Epoch Time: 25.005776405334473
Epoch 1312/2000:
  Epoch Time: 35.41878819465637
Epoch 1313/2000:
  Epoch Time: 24.667189836502075
Epoch 1314/2000:
  Epoch Time: 35.40163230895996
Epoch 1315/2000:
  Epoch Time: 24.627828121185303
Epoch 1316/2000:
  Epoch Time: 24.542490005493164
Epoch 1317/2000:
  Epoch Time: 35.259915828704834
Epoch 1318/2000:
  Epoch Time: 24.63283133506775
Epoch 1319/2000:
  Epoch Time: 35.40286660194397
Epoch 1320/2000:
  Epoch Time: 25.299731731414795
Epoch 1321/2000:
  Epoch Time: 35.459105491638184
Epoch 1322/2000:
  Epoch Time: 24.648969411849976
Epoch 1323/2000:
  Epoch Time: 24.682645082473755
Epoch 1324/2000:
  Epoch Time: 35.138020038604736
Epoch 1325/2000:
  Epoch Time: 24.553359031677246
Epoch 1326/2000:
  Epoch Time: 35.27736306190491
Epoch 1327/2000:
  Epoch Time: 24.488369703292847
Epoch 1328/2000:
  Epoch Time: 35.13182306289673
Epoch 1329/2000:
  Epoch Time: 24.821451663970947
Epoch 1330/2000:
  Epoch Time: 25.084153175354004
Epoch 1331/2000:
  Epoch Time: 35.23859357833862
Epoch 1332/2000:
  Epoch Time: 24.69322180747986
Epoch 1333/2000:
  Epoch Time: 35.20233106613159
Epoch 1334/2000:
  Epoch Time: 24.621444702148438
Epoch 1335/2000:
  Epoch Time: 35.146748304367065
Epoch 1336/2000:
  Epoch Time: 24.555676221847534
Epoch 1337/2000:
  Epoch Time: 24.613502025604248
Epoch 1338/2000:
  Epoch Time: 35.57068085670471
Epoch 1339/2000:
  Epoch Time: 24.871975660324097
Epoch 1340/2000:
  Epoch Time: 35.7898108959198
Epoch 1341/2000:
  Epoch Time: 24.538533449172974
Epoch 1342/2000:
  Epoch Time: 35.24487113952637
Epoch 1343/2000:
  Epoch Time: 24.535403966903687
Epoch 1344/2000:
  Epoch Time: 24.603888511657715
Epoch 1345/2000:
  Epoch Time: 35.09186244010925
Epoch 1346/2000:
  Epoch Time: 24.61597204208374
Epoch 1347/2000:
  Epoch Time: 35.148876667022705
Epoch 1348/2000:
  Epoch Time: 24.67218279838562
Epoch 1349/2000:
  Epoch Time: 35.823498249053955
Epoch 1350/2000:
  Epoch Time: 24.763056755065918
Epoch 1351/2000:
  Epoch Time: 24.479872226715088
Epoch 1352/2000:
  Epoch Time: 35.184958934783936
Epoch 1353/2000:
  Epoch Time: 24.652027368545532
Epoch 1354/2000:
  Epoch Time: 35.15409064292908
Epoch 1355/2000:
  Epoch Time: 24.573142051696777
Epoch 1356/2000:
  Epoch Time: 35.34957480430603
Epoch 1357/2000:
  Epoch Time: 24.416303157806396
Epoch 1358/2000:
  Epoch Time: 24.658561944961548
Epoch 1359/2000:
  Epoch Time: 36.22329306602478
Epoch 1360/2000:
  Epoch Time: 24.563555479049683
Epoch 1361/2000:
  Epoch Time: 35.22726655006409
Epoch 1362/2000:
  Epoch Time: 24.523354530334473
Epoch 1363/2000:
  Epoch Time: 35.11151957511902
Epoch 1364/2000:
  Epoch Time: 24.500375747680664
Epoch 1365/2000:
  Epoch Time: 24.58806538581848
Epoch 1366/2000:
  Epoch Time: 35.083091259002686
Epoch 1367/2000:
  Epoch Time: 24.712035655975342
Epoch 1368/2000:
  Epoch Time: 35.37726068496704
Epoch 1369/2000:
  Epoch Time: 25.03089213371277
Epoch 1370/2000:
  Epoch Time: 35.29121923446655
Epoch 1371/2000:
  Epoch Time: 24.487552165985107
Epoch 1372/2000:
  Epoch Time: 24.583556652069092
Epoch 1373/2000:
  Epoch Time: 35.41636848449707
Epoch 1374/2000:
  Epoch Time: 24.584968328475952
Epoch 1375/2000:
  Epoch Time: 35.198880434036255
Epoch 1376/2000:
  Epoch Time: 24.51045536994934
Epoch 1377/2000:
  Epoch Time: 35.12532067298889
Epoch 1378/2000:
  Epoch Time: 25.14233112335205
Epoch 1379/2000:
  Epoch Time: 25.08599066734314
Epoch 1380/2000:
  Epoch Time: 35.23468065261841
Epoch 1381/2000:
  Epoch Time: 24.523180723190308
Epoch 1382/2000:
  Epoch Time: 35.11958408355713
Epoch 1383/2000:
  Epoch Time: 24.56699228286743
Epoch 1384/2000:
  Epoch Time: 35.14923644065857
Epoch 1385/2000:
  Epoch Time: 24.489514112472534
Epoch 1386/2000:
  Epoch Time: 24.541484355926514
Epoch 1387/2000:
  Epoch Time: 35.3024685382843
Epoch 1388/2000:
  Epoch Time: 25.003883361816406
Epoch 1389/2000:
  Epoch Time: 35.55936551094055
Epoch 1390/2000:
  Epoch Time: 24.566677570343018
Epoch 1391/2000:
  Epoch Time: 35.10496258735657
Epoch 1392/2000:
  Epoch Time: 24.534905910491943
Epoch 1393/2000:
  Epoch Time: 24.59539532661438
Epoch 1394/2000:
  Epoch Time: 35.190343618392944
Epoch 1395/2000:
  Epoch Time: 24.589751720428467
Epoch 1396/2000:
  Epoch Time: 35.22589421272278
Epoch 1397/2000:
  Epoch Time: 24.813442945480347
Epoch 1398/2000:
  Epoch Time: 35.83045148849487
Epoch 1399/2000:
  Epoch Time: 24.690972328186035
Epoch 1400/2000:
  Epoch Time: 35.07359194755554
Epoch 1401/2000:
  Epoch Time: 24.561473846435547
Epoch 1402/2000:
  Epoch Time: 24.647512674331665
Epoch 1403/2000:
  Epoch Time: 35.10578489303589
Epoch 1404/2000:
  Epoch Time: 24.69337558746338
Epoch 1405/2000:
  Epoch Time: 35.1392035484314
Epoch 1406/2000:
  Epoch Time: 24.507755756378174
Epoch 1407/2000:
  Epoch Time: 35.836347341537476
Epoch 1408/2000:
  Epoch Time: 25.104654788970947
Epoch 1409/2000:
  Epoch Time: 24.544372081756592
Epoch 1410/2000:
  Epoch Time: 35.29831337928772
Epoch 1411/2000:
  Epoch Time: 24.571781396865845
Epoch 1412/2000:
  Epoch Time: 35.1824004650116
Epoch 1413/2000:
  Epoch Time: 24.594751119613647
Epoch 1414/2000:
  Epoch Time: 35.41538667678833
Epoch 1415/2000:
  Epoch Time: 24.645216703414917
Epoch 1416/2000:
  Epoch Time: 24.542276620864868
Epoch 1417/2000:
  Epoch Time: 35.71958351135254
Epoch 1418/2000:
  Epoch Time: 25.0130455493927
Epoch 1419/2000:
  Epoch Time: 35.087303161621094
Epoch 1420/2000:
  Epoch Time: 24.5174822807312
Epoch 1421/2000:
  Epoch Time: 35.171499490737915
Epoch 1422/2000:
  Epoch Time: 24.54127311706543
Epoch 1423/2000:
  Epoch Time: 24.48239541053772
Epoch 1424/2000:
  Epoch Time: 35.118759632110596
Epoch 1425/2000:
  Epoch Time: 24.552196741104126
Epoch 1426/2000:
  Epoch Time: 35.085798263549805
Epoch 1427/2000:
  Epoch Time: 24.883482933044434
Epoch 1428/2000:
  Epoch Time: 35.50458860397339
Epoch 1429/2000:
  Epoch Time: 24.532615423202515
Epoch 1430/2000:
  Epoch Time: 24.475863218307495
Epoch 1431/2000:
  Epoch Time: 35.3510684967041
Epoch 1432/2000:
  Epoch Time: 24.471534252166748
Epoch 1433/2000:
  Epoch Time: 35.17480707168579
Epoch 1434/2000:
  Epoch Time: 24.497188091278076
Epoch 1435/2000:
  Epoch Time: 35.13350486755371
Epoch 1436/2000:
  Epoch Time: 24.558109045028687
Epoch 1437/2000:
  Epoch Time: 25.104761838912964
Epoch 1438/2000:
  Epoch Time: 35.49600601196289
Epoch 1439/2000:
  Epoch Time: 24.61414623260498
Epoch 1440/2000:
  Epoch Time: 35.06105017662048
Epoch 1441/2000:
  Epoch Time: 24.56773066520691
Epoch 1442/2000:
  Epoch Time: 35.17521691322327
Epoch 1443/2000:
  Epoch Time: 24.499608039855957
Epoch 1444/2000:
  Epoch Time: 24.512129545211792
Epoch 1445/2000:
  Epoch Time: 35.402896881103516
Epoch 1446/2000:
  Epoch Time: 24.584123373031616
Epoch 1447/2000:
  Epoch Time: 35.73756504058838
Epoch 1448/2000:
  Epoch Time: 24.718252420425415
Epoch 1449/2000:
  Epoch Time: 35.02158045768738
Epoch 1450/2000:
  Epoch Time: 24.529862880706787
Epoch 1451/2000:
  Epoch Time: 24.572364330291748
Epoch 1452/2000:
  Epoch Time: 35.25220966339111
Epoch 1453/2000:
  Epoch Time: 24.53545331954956
Epoch 1454/2000:
  Epoch Time: 35.09035897254944
Epoch 1455/2000:
  Epoch Time: 24.58426785469055
Epoch 1456/2000:
  Epoch Time: 35.44698166847229
Epoch 1457/2000:
  Epoch Time: 25.1268892288208
Epoch 1458/2000:
  Epoch Time: 25.111512899398804
Epoch 1459/2000:
  Epoch Time: 35.49708557128906
Epoch 1460/2000:
  Epoch Time: 24.619596481323242
Epoch 1461/2000:
  Epoch Time: 35.35200238227844
Epoch 1462/2000:
  Epoch Time: 24.562833070755005
Epoch 1463/2000:
  Epoch Time: 35.184563398361206
Epoch 1464/2000:
  Epoch Time: 24.549710035324097
Epoch 1465/2000:
  Epoch Time: 24.499753952026367
Epoch 1466/2000:
  Epoch Time: 35.547099351882935
Epoch 1467/2000:
  Epoch Time: 25.158963918685913
Epoch 1468/2000:
  Epoch Time: 35.25414156913757
Epoch 1469/2000:
  Epoch Time: 24.599037408828735
Epoch 1470/2000:
  Epoch Time: 35.25198578834534