Nameexact_genome_1512568488_45_6858_0
Workunit2605505
Created7 Dec 2017, 22:22:10 UTC
Sent7 Dec 2017, 22:24:21 UTC
Report deadline20 Dec 2017, 20:56:25 UTC
Received8 Dec 2017, 17:47:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time7 hours 25 min 55 sec
CPU time7 hours 19 min 16 sec
Validate stateValid
Credit3,234.74
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.46 MB
Peak swap size154.19 MB
Peak disk usage1.38 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
31s, input_fired_time: 0.2475684732, output_fired_time: 0.0000000000, propagate_forward_time: 18.2314987183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7467956543
validation[          , genome  6858] predictions:    9668/  10000 (96.68%), best:    9750/10000 (97.50%), error:      1067.56555, best error:       854.97754 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 242.7710113525s, input_fired_time: 2.2478044033, output_fired_time: 1.4877007008, propagate_forward_time: 90.7908935547, propagate_backward_time: 139.5692291260, weight_update_time: 0.1999358535, other_time: 8.6753845215
epoch time: 20.1260738373s, input_fired_time: 0.2383605093, output_fired_time: 0.0000000000, propagate_forward_time: 18.2493705750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6383419037
validation[          , genome  6858] predictions:    9743/  10000 (97.43%), best:    9750/10000 (97.50%), error:       898.05548, best error:       854.97754 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 242.5210876465s, input_fired_time: 2.2189381123, output_fired_time: 1.4887342453, propagate_forward_time: 90.6577682495, propagate_backward_time: 139.5565643311, weight_update_time: 0.2004134506, other_time: 8.5990753174
epoch time: 20.1806068420s, input_fired_time: 0.2405162007, output_fired_time: 0.0000000000, propagate_forward_time: 18.2266998291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7133903503
validation[          , genome  6858] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       798.77319, best error:       798.77319 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 242.8735809326s, input_fired_time: 2.2457141876, output_fired_time: 1.4899802208, propagate_forward_time: 90.8816604614, propagate_backward_time: 139.6633758545, weight_update_time: 0.2003333569, other_time: 8.5928497314
epoch time: 20.2013282776s, input_fired_time: 0.2384022921, output_fired_time: 0.0000000000, propagate_forward_time: 18.2930412292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6698856354
validation[          , genome  6858] predictions:    9758/  10000 (97.58%), best:    9759/10000 (97.59%), error:       812.98169, best error:       798.77319 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 242.3782806396s, input_fired_time: 2.2699904442, output_fired_time: 1.4778153896, propagate_forward_time: 90.5664825439, propagate_backward_time: 139.4064483643, weight_update_time: 0.2071088701, other_time: 8.6575469971
epoch time: 20.2937488556s, input_fired_time: 0.2521921694, output_fired_time: 0.0000000000, propagate_forward_time: 18.3595581055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6819992065
validation[          , genome  6858] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       795.45276, best error:       795.45276 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 242.7789459229s, input_fired_time: 2.2374992371, output_fired_time: 1.4826973677, propagate_forward_time: 90.8241882324, propagate_backward_time: 139.6220397949, weight_update_time: 0.2003437132, other_time: 8.6125183105
epoch time: 20.1037387848s, input_fired_time: 0.2485298961, output_fired_time: 0.0000000000, propagate_forward_time: 18.2048625946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6503467560
validation[          , genome  6858] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       799.78949, best error:       795.45276 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 243.1584320068s, input_fired_time: 2.2593560219, output_fired_time: 1.4713436365, propagate_forward_time: 91.1225280762, propagate_backward_time: 139.6426239014, weight_update_time: 0.2035116106, other_time: 8.6625823975
epoch time: 20.1634826660s, input_fired_time: 0.2404936701, output_fired_time: 0.0000000000, propagate_forward_time: 18.2622375488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6607513428
validation[          , genome  6858] predictions:    9766/  10000 (97.66%), best:    9774/10000 (97.74%), error:       800.96478, best error:       795.45276 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 243.7510681152s, input_fired_time: 2.2517666817, output_fired_time: 1.4745509624, propagate_forward_time: 90.9570541382, propagate_backward_time: 140.4468231201, weight_update_time: 0.2081913203, other_time: 8.6208648682
epoch time: 20.0286388397s, input_fired_time: 0.2419699281, output_fired_time: 0.0000000000, propagate_forward_time: 18.1287860870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6578826904
validation[          , genome  6858] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       766.50958, best error:       766.50958 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 243.2084197998s, input_fired_time: 2.2461040020, output_fired_time: 1.4727363586, propagate_forward_time: 90.7861557007, propagate_backward_time: 140.0359954834, weight_update_time: 0.2119846195, other_time: 8.6674346924
epoch time: 20.2879295349s, input_fired_time: 0.2484547198, output_fired_time: 0.0000000000, propagate_forward_time: 18.3601512909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6793231964
validation[          , genome  6858] predictions:    9700/  10000 (97.00%), best:    9752/10000 (97.52%), error:       961.42865, best error:       766.50958 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 242.5253295898s, input_fired_time: 2.2690281868, output_fired_time: 1.4841003418, propagate_forward_time: 90.7761764526, propagate_backward_time: 139.3443908691, weight_update_time: 0.1998903304, other_time: 8.6516418457
epoch time: 20.1536331177s, input_fired_time: 0.2416900098, output_fired_time: 0.0000000000, propagate_forward_time: 18.2524299622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6595134735
validation[          , genome  6858] predictions:    9756/  10000 (97.56%), best:    9752/10000 (97.52%), error:       804.34094, best error:       766.50958 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 242.8921356201s, input_fired_time: 2.3243453503, output_fired_time: 1.4943747520, propagate_forward_time: 90.6721801758, propagate_backward_time: 139.7742156982, weight_update_time: 0.1996686757, other_time: 8.6270294189
epoch time: 20.1043376923s, input_fired_time: 0.2831045985, output_fired_time: 0.0000000000, propagate_forward_time: 18.1215724945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6996612549
validation[          , genome  6858] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       814.27081, best error:       766.50958 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 242.9884338379s, input_fired_time: 2.2620344162, output_fired_time: 1.4699903727, propagate_forward_time: 90.6658172607, propagate_backward_time: 139.8978881836, weight_update_time: 0.1997657865, other_time: 8.6927032471
epoch time: 19.9221897125s, input_fired_time: 0.2402147651, output_fired_time: 0.0000000000, propagate_forward_time: 18.0306663513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6513080597
validation[          , genome  6858] predictions:    9765/  10000 (97.65%), best:    9752/10000 (97.52%), error:       795.39355, best error:       766.50958 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 244.6940765381s, input_fired_time: 2.3200764656, output_fired_time: 1.5185556412, propagate_forward_time: 91.2637634277, propagate_backward_time: 140.9654846191, weight_update_time: 0.2003481835, other_time: 8.6261901855
epoch time: 20.2163200378s, input_fired_time: 0.2430147976, output_fired_time: 0.0000000000, propagate_forward_time: 18.2331466675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7401580811
validation[          , genome  6858] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       715.34845, best error:       715.34845 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 246.7582244873s, input_fired_time: 2.3160047531, output_fired_time: 1.5707259178, propagate_forward_time: 92.4466018677, propagate_backward_time: 141.6777038574, weight_update_time: 0.2125039101, other_time: 8.7471923828
epoch time: 20.1446895599s, input_fired_time: 0.2443685234, output_fired_time: 0.0000000000, propagate_forward_time: 18.2622394562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6380825043
validation[          , genome  6858] predictions:    9749/  10000 (97.49%), best:    9788/10000 (97.88%), error:       857.48901, best error:       715.34845 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 243.7881774902s, input_fired_time: 2.2785732746, output_fired_time: 1.4873369932, propagate_forward_time: 91.4269027710, propagate_backward_time: 139.9213714600, weight_update_time: 0.2000001818, other_time: 8.6739959717
epoch time: 20.1134834290s, input_fired_time: 0.2426482439, output_fired_time: 0.0000000000, propagate_forward_time: 18.2212905884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6495437622
validation[          , genome  6858] predictions:    9753/  10000 (97.53%), best:    9788/10000 (97.88%), error:       808.65082, best error:       715.34845 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 243.3738098145s, input_fired_time: 2.3362069130, output_fired_time: 1.4755129814, propagate_forward_time: 90.8599243164, propagate_backward_time: 140.1323547363, weight_update_time: 0.1997033358, other_time: 8.5698089600
epoch time: 19.9468860626s, input_fired_time: 0.2458998859, output_fired_time: 0.0000000000, propagate_forward_time: 18.0647163391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6362705231
validation[          , genome  6858] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       708.23523, best error:       708.23523 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 243.5152282715s, input_fired_time: 2.2668435574, output_fired_time: 1.5014503002, propagate_forward_time: 91.1109466553, propagate_backward_time: 140.0859222412, weight_update_time: 0.1998823732, other_time: 8.5500640869
epoch time: 20.1844463348s, input_fired_time: 0.2475709915, output_fired_time: 0.0000000000, propagate_forward_time: 18.2525596619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6843147278
validation[          , genome  6858] predictions:    9794/  10000 (97.94%), best:    9791/10000 (97.91%), error:       737.85651, best error:       708.23523 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 242.9733581543s, input_fired_time: 2.2709887028, output_fired_time: 1.4863041639, propagate_forward_time: 90.6972427368, propagate_backward_time: 139.9357452393, weight_update_time: 0.2002888471, other_time: 8.5830841064
epoch time: 20.2151393890s, input_fired_time: 0.2430098802, output_fired_time: 0.0000000000, propagate_forward_time: 18.3339939117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6381359100
validation[          , genome  6858] predictions:    9800/  10000 (98.00%), best:    9791/10000 (97.91%), error:       734.86212, best error:       708.23523 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 242.9714050293s, input_fired_time: 2.2821776867, output_fired_time: 1.4810237885, propagate_forward_time: 90.6746978760, propagate_backward_time: 139.8576965332, weight_update_time: 0.2000356466, other_time: 8.6758117676
epoch time: 20.0819721222s, input_fired_time: 0.2437991798, output_fired_time: 0.0000000000, propagate_forward_time: 18.1958389282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6423339844
validation[          , genome  6858] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       772.34216, best error:       708.23523 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 243.4549255371s, input_fired_time: 2.2584357262, output_fired_time: 1.4906586409, propagate_forward_time: 90.8068084717, propagate_backward_time: 140.3196716309, weight_update_time: 0.2007603198, other_time: 8.5793457031
epoch time: 20.2273502350s, input_fired_time: 0.2437421083, output_fired_time: 0.0000000000, propagate_forward_time: 18.3490371704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6345710754
validation[          , genome  6858] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       712.60010, best error:       708.23523 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 243.2335510254s, input_fired_time: 2.2616441250, output_fired_time: 1.4766016006, propagate_forward_time: 90.9844207764, propagate_backward_time: 139.8948669434, weight_update_time: 0.1997623444, other_time: 8.6160125732
epoch time: 20.0671482086s, input_fired_time: 0.2438061535, output_fired_time: 0.0000000000, propagate_forward_time: 18.1827507019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6405906677
validation[          , genome  6858] predictions:    9787/  10000 (97.87%), best:    9791/10000 (97.91%), error:       720.12500, best error:       708.23523 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 243.4758911133s, input_fired_time: 2.2817463875, output_fired_time: 1.4681379795, propagate_forward_time: 91.0726089478, propagate_backward_time: 139.9648895264, weight_update_time: 0.1991140395, other_time: 8.6884918213
epoch time: 20.1275024414s, input_fired_time: 0.2525825799, output_fired_time: 0.0000000000, propagate_forward_time: 18.2389717102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6359481812
validation[          , genome  6858] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       720.86108, best error:       708.23523 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 243.0075378418s, input_fired_time: 2.2804665565, output_fired_time: 1.4824650288, propagate_forward_time: 91.0978164673, propagate_backward_time: 139.5459289551, weight_update_time: 0.2004352659, other_time: 8.6008605957
epoch time: 20.0342140198s, input_fired_time: 0.2428226322, output_fired_time: 0.0000000000, propagate_forward_time: 18.1238479614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6675434113
validation[          , genome  6858] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       685.84003, best error:       685.84003 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 242.9199066162s, input_fired_time: 2.2881424427, output_fired_time: 1.4785279036, propagate_forward_time: 90.6885070801, propagate_backward_time: 139.8651275635, weight_update_time: 0.2004837543, other_time: 8.5995941162
epoch time: 20.1881008148s, input_fired_time: 0.2462208569, output_fired_time: 0.0000000000, propagate_forward_time: 18.2975368500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6443424225
validation[          , genome  6858] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       799.17834, best error:       685.84003 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 242.7624969482s, input_fired_time: 2.2619609833, output_fired_time: 1.4943373203, propagate_forward_time: 90.7702255249, propagate_backward_time: 139.6084442139, weight_update_time: 0.2000104785, other_time: 8.6275177002
epoch time: 20.1706829071s, input_fired_time: 0.2448192984, output_fired_time: 0.0000000000, propagate_forward_time: 18.2770862579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6487770081
validation[          , genome  6858] predictions:    9756/  10000 (97.56%), best:    9810/10000 (98.10%), error:       810.61102, best error:       685.84003 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 243.4062652588s, input_fired_time: 2.2683162689, output_fired_time: 1.4864174128, propagate_forward_time: 91.0502624512, propagate_backward_time: 140.0318756104, weight_update_time: 0.2081037462, other_time: 8.5693969727
epoch time: 20.0503959656s, input_fired_time: 0.2525984645, output_fired_time: 0.0000000000, propagate_forward_time: 18.1170349121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6807632446
validation[          , genome  6858] predictions:    9738/  10000 (97.38%), best:    9810/10000 (98.10%), error:       835.71484, best error:       685.84003 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 242.5038299561s, input_fired_time: 2.2565300465, output_fired_time: 1.5092726946, propagate_forward_time: 90.7452392578, propagate_backward_time: 139.3778076172, weight_update_time: 0.2002416998, other_time: 8.6149749756
epoch time: 20.1527404785s, input_fired_time: 0.2469908297, output_fired_time: 0.0000000000, propagate_forward_time: 18.2197456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6860046387
validation[          , genome  6858] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       787.52582, best error:       685.84003 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 243.2498016357s, input_fired_time: 2.2569272518, output_fired_time: 1.5169937611, propagate_forward_time: 91.1317977905, propagate_backward_time: 139.6908111572, weight_update_time: 0.1999667883, other_time: 8.6532745361
epoch time: 20.1401939392s, input_fired_time: 0.2499109954, output_fired_time: 0.0000000000, propagate_forward_time: 18.2491703033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6411132812
validation[          , genome  6858] predictions:    9800/  10000 (98.00%), best:    9810/10000 (98.10%), error:       706.94501, best error:       685.84003 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 243.6973114014s, input_fired_time: 2.2780811787, output_fired_time: 1.5052772760, propagate_forward_time: 90.8242111206, propagate_backward_time: 140.3296813965, weight_update_time: 0.2017067522, other_time: 8.7600708008
epoch time: 19.9792385101s, input_fired_time: 0.2492143512, output_fired_time: 0.0000000000, propagate_forward_time: 18.0878181458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6422061920
validation[          , genome  6858] predictions:    9787/  10000 (97.87%), best:    9810/10000 (98.10%), error:       715.66547, best error:       685.84003 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 242.3956298828s, input_fired_time: 2.2536835670, output_fired_time: 1.4663980007, propagate_forward_time: 90.5361862183, propagate_backward_time: 139.5219421387, weight_update_time: 0.2038239241, other_time: 8.6174316406
epoch time: 20.3054466248s, input_fired_time: 0.2452299595, output_fired_time: 0.0000000000, propagate_forward_time: 18.3641643524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6960525513
validation[          , genome  6858] predictions:    9798/  10000 (97.98%), best:    9810/10000 (98.10%), error:       705.78607, best error:       685.84003 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 242.5993194580s, input_fired_time: 2.2708408833, output_fired_time: 1.4664924145, propagate_forward_time: 90.5117721558, propagate_backward_time: 139.7274780273, weight_update_time: 0.2010143995, other_time: 8.6227416992
epoch time: 20.2917709351s, input_fired_time: 0.2449904829, output_fired_time: 0.0000000000, propagate_forward_time: 18.3925533295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6542263031
validation[          , genome  6858] predictions:    9767/  10000 (97.67%), best:    9810/10000 (98.10%), error:       820.29657, best error:       685.84003 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 243.5300903320s, input_fired_time: 2.2735652924, output_fired_time: 1.5140088797, propagate_forward_time: 90.9682617188, propagate_backward_time: 140.0805664062, weight_update_time: 0.2001757324, other_time: 8.6936950684
epoch time: 19.9178066254s, input_fired_time: 0.2465839088, output_fired_time: 0.0000000000, propagate_forward_time: 18.0148105621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6564121246
validation[          , genome  6858] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       670.09814, best error:       670.09814 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 241.8769073486s, input_fired_time: 2.2584986687, output_fired_time: 1.4615622759, propagate_forward_time: 90.5173416138, propagate_backward_time: 138.9806823730, weight_update_time: 0.1986059695, other_time: 8.6588134766
epoch time: 20.0340366364s, input_fired_time: 0.2474513650, output_fired_time: 0.0000000000, propagate_forward_time: 18.1392631531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6473217010
validation[          , genome  6858] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       758.91321, best error:       670.09814 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 242.6475982666s, input_fired_time: 2.2924311161, output_fired_time: 1.4758994579, propagate_forward_time: 90.6935729980, propagate_backward_time: 139.5828247070, weight_update_time: 0.1994653046, other_time: 8.6028594971
epoch time: 20.1171360016s, input_fired_time: 0.2433960736, output_fired_time: 0.0000000000, propagate_forward_time: 18.2046852112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6690540314
validation[          , genome  6858] predictions:    9763/  10000 (97.63%), best:    9798/10000 (97.98%), error:       773.11633, best error:       670.09814 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 242.8459472656s, input_fired_time: 2.2865211964, output_fired_time: 1.5824338198, propagate_forward_time: 90.6768264771, propagate_backward_time: 139.6386260986, weight_update_time: 0.2001239657, other_time: 8.6615447998
epoch time: 20.0864868164s, input_fired_time: 0.2497126758, output_fired_time: 0.0000000000, propagate_forward_time: 18.1940364838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6427383423
validation[          , genome  6858] predictions:    9796/  10000 (97.96%), best:    9798/10000 (97.98%), error:       677.20184, best error:       670.09814 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 243.9069061279s, input_fired_time: 2.2780387402, output_fired_time: 1.4769234657, propagate_forward_time: 90.9093475342, propagate_backward_time: 140.5991363525, weight_update_time: 0.2004080117, other_time: 8.6434478760
epoch time: 20.1447143555s, input_fired_time: 0.2489570528, output_fired_time: 0.0000000000, propagate_forward_time: 18.2536392212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6421184540
validation[          , genome  6858] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       703.51843, best error:       670.09814 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 243.7819671631s, input_fired_time: 2.2813227177, output_fired_time: 1.4905612469, propagate_forward_time: 91.0161819458, propagate_backward_time: 140.3397827148, weight_update_time: 0.2045951784, other_time: 8.6541137695
epoch time: 20.2424163818s, input_fired_time: 0.2509861588, output_fired_time: 0.0000000000, propagate_forward_time: 18.3399066925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6515235901
validation[          , genome  6858] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       743.90808, best error:       670.09814 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 243.3552703857s, input_fired_time: 2.3129677773, output_fired_time: 1.4991315603, propagate_forward_time: 90.9439849854, propagate_backward_time: 139.9735565186, weight_update_time: 0.2007566243, other_time: 8.6256256104
epoch time: 20.2283000946s, input_fired_time: 0.2578965425, output_fired_time: 0.0000000000, propagate_forward_time: 18.2996387482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6707649231
validation[          , genome  6858] predictions:    9783/  10000 (97.83%), best:    9798/10000 (97.98%), error:       723.20728, best error:       670.09814 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 242.4950103760s, input_fired_time: 2.2858285904, output_fired_time: 1.4742722511, propagate_forward_time: 90.6593399048, propagate_backward_time: 139.5220794678, weight_update_time: 0.2016480118, other_time: 8.5534820557
epoch time: 20.3046398163s, input_fired_time: 0.2542217672, output_fired_time: 0.0000000000, propagate_forward_time: 18.3810539246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6693649292
validation[          , genome  6858] predictions:    9789/  10000 (97.89%), best:    9798/10000 (97.98%), error:       728.57941, best error:       670.09814 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 243.3486785889s, input_fired_time: 2.3011038303, output_fired_time: 1.5660942793, propagate_forward_time: 90.9957962036, propagate_backward_time: 139.7952423096, weight_update_time: 0.2009137571, other_time: 8.6904449463
epoch time: 19.9923877716s, input_fired_time: 0.2531539202, output_fired_time: 0.0000000000, propagate_forward_time: 18.0636711121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6755619049
validation[          , genome  6858] predictions:    9732/  10000 (97.32%), best:    9798/10000 (97.98%), error:       905.52380, best error:       670.09814 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 243.9676208496s, input_fired_time: 2.2863078117, output_fired_time: 1.4884790182, propagate_forward_time: 90.9572143555, propagate_backward_time: 140.5987701416, weight_update_time: 0.2004061341, other_time: 8.6368560791
epoch time: 20.0325145721s, input_fired_time: 0.2619193196, output_fired_time: 0.0000000000, propagate_forward_time: 18.1188182831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6517772675
validation[          , genome  6858] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       862.51660, best error:       670.09814 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 242.8672332764s, input_fired_time: 2.2904624939, output_fired_time: 1.4802801609, propagate_forward_time: 90.7702331543, propagate_backward_time: 139.7245330811, weight_update_time: 0.2001242191, other_time: 8.6017150879
epoch time: 20.0411834717s, input_fired_time: 0.2508674562, output_fired_time: 0.0000000000, propagate_forward_time: 18.1543331146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6359825134
validation[          , genome  6858] predictions:    9809/  10000 (98.09%), best:    9798/10000 (97.98%), error:       672.17084, best error:       670.09814 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 243.9033050537s, input_fired_time: 2.2971873283, output_fired_time: 1.5549012423, propagate_forward_time: 90.9731521606, propagate_backward_time: 140.3517608643, weight_update_time: 0.2052213550, other_time: 8.7263031006
epoch time: 20.1222629547s, input_fired_time: 0.2437441200, output_fired_time: 0.0000000000, propagate_forward_time: 18.2066268921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6718921661
validation[          , genome  6858] predictions:    9784/  10000 (97.84%), best:    9798/10000 (97.98%), error:       726.28961, best error:       670.09814 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 243.9643707275s, input_fired_time: 2.3477308750, output_fired_time: 1.4747933149, propagate_forward_time: 91.2538299561, propagate_backward_time: 140.3116149902, weight_update_time: 0.2005828917, other_time: 8.5764007568
epoch time: 20.0342216492s, input_fired_time: 0.2544955015, output_fired_time: 0.0000000000, propagate_forward_time: 18.1448554993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6348705292
validation[          , genome  6858] predictions:    9782/  10000 (97.82%), best:    9798/10000 (97.98%), error:       715.48279, best error:       670.09814 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 243.5040740967s, input_fired_time: 2.3403701782, output_fired_time: 1.4904224873, propagate_forward_time: 91.0104827881, propagate_backward_time: 140.0338897705, weight_update_time: 0.2036016583, other_time: 8.6289062500
epoch time: 20.2718486786s, input_fired_time: 0.2739537358, output_fired_time: 0.0000000000, propagate_forward_time: 18.3579540253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6399402618
validation[          , genome  6858] predictions:    9793/  10000 (97.93%), best:    9798/10000 (97.98%), error:       747.62207, best error:       670.09814 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 244.0094909668s, input_fired_time: 2.3049638271, output_fired_time: 1.5061076880, propagate_forward_time: 91.1150283813, propagate_backward_time: 140.4636993408, weight_update_time: 0.2003780603, other_time: 8.6197052002
epoch time: 20.5227394104s, input_fired_time: 0.2664393485, output_fired_time: 0.0000000000, propagate_forward_time: 18.5890808105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6672191620
validation[          , genome  6858] predictions:    9770/  10000 (97.70%), best:    9798/10000 (97.98%), error:       746.12683, best error:       670.09814 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 243.2714080811s, input_fired_time: 2.3001780510, output_fired_time: 1.4796732664, propagate_forward_time: 90.8143081665, propagate_backward_time: 140.0622863770, weight_update_time: 0.1998530030, other_time: 8.6149597168
epoch time: 20.1626644135s, input_fired_time: 0.2588998377, output_fired_time: 0.0000000000, propagate_forward_time: 18.2041816711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6995830536
validation[          , genome  6858] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       774.25702, best error:       670.09814 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 244.9928588867s, input_fired_time: 2.3274159431, output_fired_time: 1.4846962690, propagate_forward_time: 91.7059020996, propagate_backward_time: 140.7529296875, weight_update_time: 0.2004797310, other_time: 8.7219085693
epoch time: 20.3419666290s, input_fired_time: 0.2788026035, output_fired_time: 0.0000000000, propagate_forward_time: 18.3992118835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6639518738
validation[          , genome  6858] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       749.30627, best error:       670.09814 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 243.8907623291s, input_fired_time: 2.4033918381, output_fired_time: 1.5200127363, propagate_forward_time: 91.3175354004, propagate_backward_time: 140.0541229248, weight_update_time: 0.1996158808, other_time: 8.5956878662
epoch time: 20.0727977753s, input_fired_time: 0.2521627843, output_fired_time: 0.0000000000, propagate_forward_time: 18.1675262451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6531085968
validation[          , genome  6858] predictions:    9807/  10000 (98.07%), best:    9798/10000 (97.98%), error:       679.18073, best error:       670.09814 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 244.1228790283s, input_fired_time: 2.3002040386, output_fired_time: 1.4866869450, propagate_forward_time: 91.2675170898, propagate_backward_time: 140.4389495850, weight_update_time: 0.1999276131, other_time: 8.6295166016
epoch time: 20.6206760406s, input_fired_time: 0.2580294311, output_fired_time: 0.0000000000, propagate_forward_time: 18.6807823181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6818637848
validation[          , genome  6858] predictions:    9766/  10000 (97.66%), best:    9798/10000 (97.98%), error:       814.49945, best error:       670.09814 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 243.8704528809s, input_fired_time: 2.3576853275, output_fired_time: 1.4747791290, propagate_forward_time: 91.0801086426, propagate_backward_time: 140.2966156006, weight_update_time: 0.2044484168, other_time: 8.6612701416
epoch time: 20.1742095947s, input_fired_time: 0.2509513497, output_fired_time: 0.0000000000, propagate_forward_time: 18.2630500793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6602077484
validation[          , genome  6858] predictions:    9790/  10000 (97.90%), best:    9798/10000 (97.98%), error:       690.56805, best error:       670.09814 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 243.3965911865s, input_fired_time: 2.3190279007, output_fired_time: 1.4868105650, propagate_forward_time: 90.8432922363, propagate_backward_time: 140.0497589111, weight_update_time: 0.2007079124, other_time: 8.6976928711
epoch time: 20.4347305298s, input_fired_time: 0.2510595918, output_fired_time: 0.0000000000, propagate_forward_time: 18.5143928528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6692771912
validation[          , genome  6858] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       777.59534, best error:       670.09814 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 243.8129882812s, input_fired_time: 2.3384213448, output_fired_time: 1.4812901020, propagate_forward_time: 91.3363800049, propagate_backward_time: 140.0552062988, weight_update_time: 0.2004683912, other_time: 8.6016845703
epoch time: 20.1373519897s, input_fired_time: 0.2515020669, output_fired_time: 0.0000000000, propagate_forward_time: 18.2301235199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6557254791
validation[          , genome  6858] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       773.01935, best error:       670.09814 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 243.2451019287s, input_fired_time: 2.2997817993, output_fired_time: 1.4815832376, propagate_forward_time: 90.8439788818, propagate_backward_time: 139.9308929443, weight_update_time: 0.2002172768, other_time: 8.6888580322
epoch time: 20.1763496399s, input_fired_time: 0.2518819571, output_fired_time: 0.0000000000, propagate_forward_time: 18.2749595642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6495075226
validation[          , genome  6858] predictions:    9789/  10000 (97.89%), best:    9798/10000 (97.98%), error:       734.00824, best error:       670.09814 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 243.9201507568s, input_fired_time: 2.3149247169, output_fired_time: 1.4925869703, propagate_forward_time: 90.7423095703, propagate_backward_time: 140.6966705322, weight_update_time: 0.2001239210, other_time: 8.6736602783
epoch time: 20.0626640320s, input_fired_time: 0.2547306716, output_fired_time: 0.0000000000, propagate_forward_time: 18.1747684479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6331653595
validation[          , genome  6858] predictions:    9799/  10000 (97.99%), best:    9798/10000 (97.98%), error:       725.29260, best error:       670.09814 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 244.4761505127s, input_fired_time: 2.3350434303, output_fired_time: 1.4956135750, propagate_forward_time: 91.6115722656, propagate_backward_time: 140.3888854980, weight_update_time: 0.2087501734, other_time: 8.6450347900
epoch time: 19.9841480255s, input_fired_time: 0.2543199360, output_fired_time: 0.0000000000, propagate_forward_time: 18.0796527863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6501750946
validation[          , genome  6858] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       658.19165, best error:       658.19165 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 244.1108093262s, input_fired_time: 2.3540472984, output_fired_time: 1.4872416258, propagate_forward_time: 91.4464645386, propagate_backward_time: 140.2014160156, weight_update_time: 0.1996808797, other_time: 8.6216430664
epoch time: 20.0703067780s, input_fired_time: 0.2523675859, output_fired_time: 0.0000000000, propagate_forward_time: 18.1702651978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6476745605
validation[          , genome  6858] predictions:    9752/  10000 (97.52%), best:    9806/10000 (98.06%), error:       833.66486, best error:       658.19165 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 243.2420959473s, input_fired_time: 2.3026299477, output_fired_time: 1.4913121462, propagate_forward_time: 91.3302536011, propagate_backward_time: 139.5054626465, weight_update_time: 0.2084637135, other_time: 8.6124267578
epoch time: 20.5402069092s, input_fired_time: 0.2549232543, output_fired_time: 0.0000000000, propagate_forward_time: 18.5870800018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6982040405
validation[          , genome  6858] predictions:    9754/  10000 (97.54%), best:    9806/10000 (98.06%), error:       853.20447, best error:       658.19165 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 243.6900634766s, input_fired_time: 2.3020243645, output_fired_time: 1.4734277725, propagate_forward_time: 90.9511032104, propagate_backward_time: 140.2898712158, weight_update_time: 0.2032155544, other_time: 8.6736297607
epoch time: 20.4100818634s, input_fired_time: 0.2565975487, output_fired_time: 0.0000000000, propagate_forward_time: 18.4194297791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7340545654
validation[          , genome  6858] predictions:    9804/  10000 (98.04%), best:    9806/10000 (98.06%), error:       711.86487, best error:       658.19165 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 243.1894073486s, input_fired_time: 2.3199126720, output_fired_time: 1.4855519533, propagate_forward_time: 90.9158630371, propagate_backward_time: 139.7674560547, weight_update_time: 0.2087366730, other_time: 8.7006225586
epoch time: 20.1150836945s, input_fired_time: 0.2595620155, output_fired_time: 0.0000000000, propagate_forward_time: 18.1942977905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6612243652
validation[          , genome  6858] predictions:    9759/  10000 (97.59%), best:    9806/10000 (98.06%), error:       794.47522, best error:       658.19165 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 244.6242828369s, input_fired_time: 2.2972142696, output_fired_time: 1.4729205370, propagate_forward_time: 91.3705062866, propagate_backward_time: 140.7387695312, weight_update_time: 0.1999939233, other_time: 8.7448730469
epoch time: 19.9965686798s, input_fired_time: 0.2530834079, output_fired_time: 0.0000000000, propagate_forward_time: 18.0994071960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6440773010
validation[          , genome  6858] predictions:    9789/  10000 (97.89%), best:    9806/10000 (98.06%), error:       710.02563, best error:       658.19165 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 245.1165008545s, input_fired_time: 2.3086564541, output_fired_time: 1.5001614094, propagate_forward_time: 91.8454284668, propagate_backward_time: 140.7244415283, weight_update_time: 0.2084579766, other_time: 8.7378082275
epoch time: 20.0540676117s, input_fired_time: 0.2559271753, output_fired_time: 0.0000000000, propagate_forward_time: 18.1446762085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6534633636
validation[          , genome  6858] predictions:    9791/  10000 (97.91%), best:    9806/10000 (98.06%), error:       730.97296, best error:       658.19165 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 243.7174377441s, input_fired_time: 2.3237886429, output_fired_time: 1.4909429550, propagate_forward_time: 90.9094085693, propagate_backward_time: 140.3264770508, weight_update_time: 0.1995721310, other_time: 8.6668243408
epoch time: 20.0173339844s, input_fired_time: 0.2526454031, output_fired_time: 0.0000000000, propagate_forward_time: 18.1181221008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6465663910
validation[          , genome  6858] predictions:    9783/  10000 (97.83%), best:    9806/10000 (98.06%), error:       741.02454, best error:       658.19165 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 243.1949310303s, input_fired_time: 2.3198544979, output_fired_time: 1.4754678011, propagate_forward_time: 90.7843322754, propagate_backward_time: 140.0276336670, weight_update_time: 0.2003089190, other_time: 8.5876464844
epoch time: 20.2493743896s, input_fired_time: 0.2548383474, output_fired_time: 0.0000000000, propagate_forward_time: 18.3382244110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6563110352
validation[          , genome  6858] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       688.65503, best error:       658.19165 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 242.7583923340s, input_fired_time: 2.3324155807, output_fired_time: 1.4955803156, propagate_forward_time: 90.7371597290, propagate_backward_time: 139.5769500732, weight_update_time: 0.2001216710, other_time: 8.6162872314
epoch time: 20.0311985016s, input_fired_time: 0.2546339333, output_fired_time: 0.0000000000, propagate_forward_time: 18.1310462952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6455173492
validation[          , genome  6858] predictions:    9750/  10000 (97.50%), best:    9806/10000 (98.06%), error:       857.33386, best error:       658.19165 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 243.7259521484s, input_fired_time: 2.3371627331, output_fired_time: 1.4794073105, propagate_forward_time: 90.9751739502, propagate_backward_time: 140.2676239014, weight_update_time: 0.1997797787, other_time: 8.6665954590
epoch time: 19.8899803162s, input_fired_time: 0.2553836405, output_fired_time: 0.0000000000, propagate_forward_time: 18.0001411438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6344547272
validation[          , genome  6858] predictions:    9798/  10000 (97.98%), best:    9806/10000 (98.06%), error:       732.04962, best error:       658.19165 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 242.8397369385s, input_fired_time: 2.3129503727, output_fired_time: 1.5780926943, propagate_forward_time: 90.6579895020, propagate_backward_time: 139.6749114990, weight_update_time: 0.2004130781, other_time: 8.6157836914
epoch time: 20.0000514984s, input_fired_time: 0.2533490062, output_fired_time: 0.0000000000, propagate_forward_time: 18.0999317169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6467704773
validation[          , genome  6858] predictions:    9792/  10000 (97.92%), best:    9806/10000 (98.06%), error:       690.91528, best error:       658.19165 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 244.2465515137s, input_fired_time: 2.3197226524, output_fired_time: 1.4803717136, propagate_forward_time: 91.0482482910, propagate_backward_time: 140.7098999023, weight_update_time: 0.2074456811, other_time: 8.6883087158
epoch time: 20.2830829620s, input_fired_time: 0.2627133131, output_fired_time: 0.0000000000, propagate_forward_time: 18.3698253632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6505451202
validation[          , genome  6858] predictions:    9783/  10000 (97.83%), best:    9806/10000 (98.06%), error:       728.53375, best error:       658.19165 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 243.3767547607s, input_fired_time: 2.3277287483, output_fired_time: 1.4792261124, propagate_forward_time: 90.9781723022, propagate_backward_time: 140.0043792725, weight_update_time: 0.2003329694, other_time: 8.5872344971
epoch time: 20.1547393799s, input_fired_time: 0.2577675879, output_fired_time: 0.0000000000, propagate_forward_time: 18.2409420013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6560306549
validation[          , genome  6858] predictions:    9817/  10000 (98.17%), best:    9806/10000 (98.06%), error:       674.79071, best error:       658.19165 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 245.3273162842s, input_fired_time: 2.4147555828, output_fired_time: 1.4906532764, propagate_forward_time: 91.4534759521, propagate_backward_time: 141.2510833740, weight_update_time: 0.1999624372, other_time: 8.7173614502
epoch time: 20.0529479980s, input_fired_time: 0.2659553885, output_fired_time: 0.0000000000, propagate_forward_time: 18.1272354126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6597576141
validation[          , genome  6858] predictions:    9761/  10000 (97.61%), best:    9806/10000 (98.06%), error:       768.63971, best error:       658.19165 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 242.8698272705s, input_fired_time: 2.3172769547, output_fired_time: 1.4789649248, propagate_forward_time: 90.8403396606, propagate_backward_time: 139.6542053223, weight_update_time: 0.1998681575, other_time: 8.5790405273
epoch time: 20.1161842346s, input_fired_time: 0.2560728192, output_fired_time: 0.0000000000, propagate_forward_time: 18.2093048096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6508064270
validation[          , genome  6858] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       709.24017, best error:       658.19165 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 243.9460754395s, input_fired_time: 2.3269746304, output_fired_time: 1.4937763214, propagate_forward_time: 91.0656585693, propagate_backward_time: 140.4566345215, weight_update_time: 0.1999851018, other_time: 8.6030273438
epoch time: 20.4039402008s, input_fired_time: 0.2731677294, output_fired_time: 0.0000000000, propagate_forward_time: 18.4545688629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6762027740
validation[          , genome  6858] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       647.82983, best error:       647.82983 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 244.4708557129s, input_fired_time: 2.3187205791, output_fired_time: 1.4932706356, propagate_forward_time: 91.2070770264, propagate_backward_time: 140.8270416260, weight_update_time: 0.1996969581, other_time: 8.6247406006
epoch time: 20.0593261719s, input_fired_time: 0.2576127648, output_fired_time: 0.0000000000, propagate_forward_time: 18.1599750519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6417388916
validation[          , genome  6858] predictions:    9803/  10000 (98.03%), best:    9817/10000 (98.17%), error:       678.81378, best error:       647.82983 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 242.9371337891s, input_fired_time: 2.3558268547, output_fired_time: 1.4699382782, propagate_forward_time: 90.6835937500, propagate_backward_time: 139.7720184326, weight_update_time: 0.2000705153, other_time: 8.6557617188
epoch time: 20.1445350647s, input_fired_time: 0.2604789138, output_fired_time: 0.0000000000, propagate_forward_time: 18.2356624603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6483936310
validation[          , genome  6858] predictions:    9797/  10000 (97.97%), best:    9817/10000 (98.17%), error:       703.01874, best error:       647.82983 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 243.2420349121s, input_fired_time: 2.3323621750, output_fired_time: 1.4843536615, propagate_forward_time: 91.2324600220, propagate_backward_time: 139.5690155029, weight_update_time: 0.1995625198, other_time: 8.6238250732
epoch time: 20.1578254700s, input_fired_time: 0.2572937608, output_fired_time: 0.0000000000, propagate_forward_time: 18.2336521149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6668796539
validation[          , genome  6858] predictions:    9738/  10000 (97.38%), best:    9817/10000 (98.17%), error:       836.28033, best error:       647.82983 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 243.8814086914s, input_fired_time: 2.3180007935, output_fired_time: 1.4894431829, propagate_forward_time: 91.1452713013, propagate_backward_time: 140.3127899170, weight_update_time: 0.2005113959, other_time: 8.6159210205
epoch time: 20.4470558167s, input_fired_time: 0.2555320859, output_fired_time: 0.0000000000, propagate_forward_time: 18.5008296967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6906948090
validation[          , genome  6858] predictions:    9810/  10000 (98.10%), best:    9817/10000 (98.17%), error:       678.98090, best error:       647.82983 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 243.4333801270s, input_fired_time: 2.3293964863, output_fired_time: 1.4843693972, propagate_forward_time: 90.9046478271, propagate_backward_time: 140.0783081055, weight_update_time: 0.2003115118, other_time: 8.6366577148
epoch time: 20.3497924805s, input_fired_time: 0.2560106814, output_fired_time: 0.0000000000, propagate_forward_time: 18.4450626373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6487197876
validation[          , genome  6858] predictions:    9797/  10000 (97.97%), best:    9817/10000 (98.17%), error:       693.07629, best error:       647.82983 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 244.1451721191s, input_fired_time: 2.3748309612, output_fired_time: 1.4849226475, propagate_forward_time: 91.3555221558, propagate_backward_time: 140.2400970459, weight_update_time: 0.2001825571, other_time: 8.6898040771
epoch time: 20.2294559479s, input_fired_time: 0.2659760118, output_fired_time: 0.0000000000, propagate_forward_time: 18.3022365570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6612434387
validation[          , genome  6858] predictions:    9761/  10000 (97.61%), best:    9817/10000 (98.17%), error:       820.81488, best error:       647.82983 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 243.9422607422s, input_fired_time: 2.3453128338, output_fired_time: 1.4911835194, propagate_forward_time: 91.1881179810, propagate_backward_time: 140.2590789795, weight_update_time: 0.2046050131, other_time: 8.6585845947
epoch time: 20.2172622681s, input_fired_time: 0.2571940422, output_fired_time: 0.0000000000, propagate_forward_time: 18.2442436218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7158241272
validation[          , genome  6858] predictions:    9758/  10000 (97.58%), best:    9817/10000 (98.17%), error:       786.70612, best error:       647.82983 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 243.6825256348s, input_fired_time: 2.3169414997, output_fired_time: 1.5320380926, propagate_forward_time: 90.9326400757, propagate_backward_time: 140.2673797607, weight_update_time: 0.2079354972, other_time: 8.6335296631
epoch time: 19.9267120361s, input_fired_time: 0.2599821389, output_fired_time: 0.0000000000, propagate_forward_time: 18.0303611755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6363677979
validation[          , genome  6858] predictions:    9778/  10000 (97.78%), best:    9817/10000 (98.17%), error:       768.59369, best error:       647.82983 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 244.0267639160s, input_fired_time: 2.3418986797, output_fired_time: 1.4816414118, propagate_forward_time: 91.1425857544, propagate_backward_time: 140.3933715820, weight_update_time: 0.1989533305, other_time: 8.6672668457
epoch time: 20.0744647980s, input_fired_time: 0.2646490633, output_fired_time: 0.0000000000, propagate_forward_time: 18.1356563568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6741600037
validation[          , genome  6858] predictions:    9805/  10000 (98.05%), best:    9817/10000 (98.17%), error:       722.56897, best error:       647.82983 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 243.0005645752s, input_fired_time: 2.3704526424, output_fired_time: 1.4830627441, propagate_forward_time: 90.9641189575, propagate_backward_time: 139.6050567627, weight_update_time: 0.1999932081, other_time: 8.5778656006
epoch time: 20.1425819397s, input_fired_time: 0.2598324120, output_fired_time: 0.0000000000, propagate_forward_time: 18.2105293274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6722202301
validation[          , genome  6858] predictions:    9814/  10000 (98.14%), best:    9817/10000 (98.17%), error:       661.12543, best error:       647.82983 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 244.6680450439s, input_fired_time: 2.3595221043, output_fired_time: 1.5069406033, propagate_forward_time: 91.5519714355, propagate_backward_time: 140.4928131104, weight_update_time: 0.2008991838, other_time: 8.7567901611
epoch time: 20.1567649841s, input_fired_time: 0.2593522966, output_fired_time: 0.0000000000, propagate_forward_time: 18.2261619568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6712512970
validation[          , genome  6858] predictions:    9815/  10000 (98.15%), best:    9817/10000 (98.17%), error:       683.55365, best error:       647.82983 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 243.7805175781s, input_fired_time: 2.3273828030, output_fired_time: 1.4920854568, propagate_forward_time: 91.1745605469, propagate_backward_time: 140.1168365479, weight_update_time: 0.2089522630, other_time: 8.6696624756
epoch time: 20.0123310089s, input_fired_time: 0.2678989470, output_fired_time: 0.0000000000, propagate_forward_time: 18.0886726379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6557598114
validation[          , genome  6858] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       658.13080, best error:       647.82983 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 243.4846496582s, input_fired_time: 2.3497328758, output_fired_time: 1.4804327488, propagate_forward_time: 91.0082778931, propagate_backward_time: 140.0393676758, weight_update_time: 0.1996874660, other_time: 8.6068420410
epoch time: 20.2119007111s, input_fired_time: 0.2663510740, output_fired_time: 0.0000000000, propagate_forward_time: 18.2260437012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7195053101
validation[          , genome  6858] predictions:    9788/  10000 (97.88%), best:    9817/10000 (98.17%), error:       754.29584, best error:       647.82983 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 243.8351135254s, input_fired_time: 2.3634169102, output_fired_time: 1.4745651484, propagate_forward_time: 91.1948852539, propagate_backward_time: 140.0780487061, weight_update_time: 0.2041290849, other_time: 8.7241973877
epoch time: 20.0977802277s, input_fired_time: 0.2562527061, output_fired_time: 0.0000000000, propagate_forward_time: 18.1726684570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6688594818
validation[          , genome  6858] predictions:    9801/  10000 (98.01%), best:    9817/10000 (98.17%), error:       726.99622, best error:       647.82983 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 242.9055023193s, input_fired_time: 2.3371829987, output_fired_time: 1.5283954144, propagate_forward_time: 90.7958526611, propagate_backward_time: 139.5919036865, weight_update_time: 0.1997748762, other_time: 8.6521606445
epoch time: 20.0723342896s, input_fired_time: 0.2624751031, output_fired_time: 0.0000000000, propagate_forward_time: 18.1730499268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6368083954
validation[          , genome  6858] predictions:    9762/  10000 (97.62%), best:    9817/10000 (98.17%), error:       789.00342, best error:       647.82983 on epoch:    85, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 99.9105987549s, input_fired_time: 1.3145704269, output_fired_time: 0.0000000000, propagate_forward_time: 90.3577117920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.2383193970
best training[          , genome  6858] predictions:   49813/  50000 (99.63%), best:    9817/10000 (98.17%), error:       890.10364, best error:       647.82983 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 20.5736541748s, input_fired_time: 0.2585735321, output_fired_time: 0.0000000000, propagate_forward_time: 18.3452816010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9697990417
   testing[          , genome  6858] predictions:    9823/  10000 (98.23%), best:    9817/10000 (98.17%), error:       597.46234, best error:       647.82983 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:46:50 (29178): called boinc_finish(0)

</stderr_txt>
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