Nameexact_genome_1512568488_43_6101_1
Workunit2601767
Created7 Dec 2017, 17:56:43 UTC
Sent7 Dec 2017, 18:02:56 UTC
Report deadline16 Dec 2017, 12:22:01 UTC
Received9 Dec 2017, 11:42:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time5 hours 45 min 24 sec
CPU time5 hours 26 min 56 sec
Validate stateValid
Credit2,190.82
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.25 MB
Peak swap size153.61 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
  1062.65906 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 184.2871704102s, input_fired_time: 2.1260943413, output_fired_time: 2.3539090157, propagate_forward_time: 69.4575805664, propagate_backward_time: 106.8110351563, weight_update_time: 0.2002124786, other_time: 3.5385437012
epoch time: 25.8221817017s, input_fired_time: 0.5757469535, output_fired_time: 0.0000000000, propagate_forward_time: 24.0952453613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1511898041
validation[          , genome  6101] predictions:    9635/  10000 (96.35%), best:    9671/10000 (96.71%), error:      1189.80017, best error:      1062.65906 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 181.0568847656s, input_fired_time: 2.1149220467, output_fired_time: 2.3443224430, propagate_forward_time: 68.3463516235, propagate_backward_time: 104.6896591187, weight_update_time: 0.2014202774, other_time: 3.5616149902
epoch time: 14.7332220078s, input_fired_time: 0.2554043829, output_fired_time: 0.0000000000, propagate_forward_time: 13.8374261856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403913498
validation[          , genome  6101] predictions:    9632/  10000 (96.32%), best:    9671/10000 (96.71%), error:      1198.79028, best error:      1062.65906 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 184.0042877197s, input_fired_time: 2.1338078976, output_fired_time: 2.3430354595, propagate_forward_time: 70.9718704224, propagate_backward_time: 104.9709472656, weight_update_time: 0.2017373145, other_time: 3.5846328735
epoch time: 24.5739727020s, input_fired_time: 0.2604834139, output_fired_time: 0.0000000000, propagate_forward_time: 23.6299877167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835021973
validation[          , genome  6101] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1022.16528, best error:      1022.16528 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 190.3296813965s, input_fired_time: 2.2277138233, output_fired_time: 2.3526396751, propagate_forward_time: 72.3562927246, propagate_backward_time: 109.7663421631, weight_update_time: 0.2029177099, other_time: 3.6266937256
epoch time: 18.6951656342s, input_fired_time: 0.3471287191, output_fired_time: 0.0000000000, propagate_forward_time: 17.6112213135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7368164063
validation[          , genome  6101] predictions:    9666/  10000 (96.66%), best:    9691/10000 (96.91%), error:      1120.16956, best error:      1022.16528 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 195.4010772705s, input_fired_time: 2.2761032581, output_fired_time: 2.5189883709, propagate_forward_time: 73.9237060547, propagate_backward_time: 112.9201049805, weight_update_time: 0.2014964223, other_time: 3.7621765137
epoch time: 14.5298337936s, input_fired_time: 0.2530811429, output_fired_time: 0.0000000000, propagate_forward_time: 13.6305236816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6462287903
validation[          , genome  6101] predictions:    9647/  10000 (96.47%), best:    9691/10000 (96.91%), error:      1131.43762, best error:      1022.16528 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 190.7213134766s, input_fired_time: 2.1706798077, output_fired_time: 2.4639487267, propagate_forward_time: 72.0069198608, propagate_backward_time: 110.3873748779, weight_update_time: 0.2339796871, other_time: 3.6923904419
epoch time: 20.0144767761s, input_fired_time: 0.3592510223, output_fired_time: 0.0000000000, propagate_forward_time: 18.8166561127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8385696411
validation[          , genome  6101] predictions:    9672/  10000 (96.72%), best:    9691/10000 (96.91%), error:      1090.78357, best error:      1022.16528 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 190.1300201416s, input_fired_time: 2.1748914719, output_fired_time: 2.4102163315, propagate_forward_time: 71.8841018677, propagate_backward_time: 109.9785232544, weight_update_time: 0.2341152132, other_time: 3.6822814941
epoch time: 15.9768171310s, input_fired_time: 0.2855432630, output_fired_time: 0.0000000000, propagate_forward_time: 15.0165510178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6747226715
validation[          , genome  6101] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       929.30005, best error:       929.30005 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 182.7634429932s, input_fired_time: 2.0733218193, output_fired_time: 2.3703222275, propagate_forward_time: 69.0413818359, propagate_backward_time: 105.6669387817, weight_update_time: 0.2022381723, other_time: 3.6114883423
epoch time: 35.6763648987s, input_fired_time: 0.3822508752, output_fired_time: 0.0000000000, propagate_forward_time: 34.3303794861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9637336731
validation[          , genome  6101] predictions:    9673/  10000 (96.73%), best:    9730/10000 (97.30%), error:      1067.26782, best error:       929.30005 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 180.2763824463s, input_fired_time: 2.0604012012, output_fired_time: 2.3204958439, propagate_forward_time: 68.2041320801, propagate_backward_time: 104.2206420898, weight_update_time: 0.2016118169, other_time: 3.4707183838
epoch time: 17.1470813751s, input_fired_time: 0.2708319128, output_fired_time: 0.0000000000, propagate_forward_time: 16.1825923920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6936569214
validation[          , genome  6101] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:       942.83966, best error:       929.30005 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 182.1633911133s, input_fired_time: 2.1239259243, output_fired_time: 2.3168468475, propagate_forward_time: 68.6798934937, propagate_backward_time: 105.4765090942, weight_update_time: 0.2010259181, other_time: 3.5662078857
epoch time: 17.3447303772s, input_fired_time: 0.2538830340, output_fired_time: 0.0000000000, propagate_forward_time: 16.4187202454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721267700
validation[          , genome  6101] predictions:    9677/  10000 (96.77%), best:    9730/10000 (97.30%), error:      1076.01172, best error:       929.30005 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 179.3031158447s, input_fired_time: 2.0462939739, output_fired_time: 2.3551247120, propagate_forward_time: 67.7066650391, propagate_backward_time: 103.6263732910, weight_update_time: 0.2011056393, other_time: 3.5686645508
epoch time: 15.7409086227s, input_fired_time: 0.2575292885, output_fired_time: 0.0000000000, propagate_forward_time: 14.8389129639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6444664001
validation[          , genome  6101] predictions:    9707/  10000 (97.07%), best:    9730/10000 (97.30%), error:       953.08972, best error:       929.30005 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 182.2025146484s, input_fired_time: 2.1176204681, output_fired_time: 2.3588023186, propagate_forward_time: 68.9925537109, propagate_backward_time: 105.1386795044, weight_update_time: 0.2053429335, other_time: 3.5948715210
epoch time: 14.5626592636s, input_fired_time: 0.2536108494, output_fired_time: 0.0000000000, propagate_forward_time: 13.6791543961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6298942566
validation[          , genome  6101] predictions:    9641/  10000 (96.41%), best:    9730/10000 (97.30%), error:      1187.13904, best error:       929.30005 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 180.0682067871s, input_fired_time: 2.0760660172, output_fired_time: 2.3365440369, propagate_forward_time: 67.9179229736, propagate_backward_time: 104.2258758545, weight_update_time: 0.2029989660, other_time: 3.5117950439
epoch time: 14.5016393661s, input_fired_time: 0.2533209026, output_fired_time: 0.0000000000, propagate_forward_time: 13.6105813980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377372742
validation[          , genome  6101] predictions:    9625/  10000 (96.25%), best:    9730/10000 (97.30%), error:      1268.24634, best error:       929.30005 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 187.1352996826s, input_fired_time: 2.0855073929, output_fired_time: 2.4210798740, propagate_forward_time: 69.8707962036, propagate_backward_time: 109.2401657104, weight_update_time: 0.2023360431, other_time: 3.5177459717
epoch time: 14.4842004776s, input_fired_time: 0.2520683110, output_fired_time: 0.0000000000, propagate_forward_time: 13.5989437103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331882477
validation[          , genome  6101] predictions:    9681/  10000 (96.81%), best:    9730/10000 (97.30%), error:      1036.94238, best error:       929.30005 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 180.7344055176s, input_fired_time: 2.0899012089, output_fired_time: 2.4316210747, propagate_forward_time: 68.1108703613, propagate_backward_time: 104.5185089111, weight_update_time: 0.2031166404, other_time: 3.5834960938
epoch time: 14.7104568481s, input_fired_time: 0.2548704147, output_fired_time: 0.0000000000, propagate_forward_time: 13.8180618286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6375246048
validation[          , genome  6101] predictions:    9685/  10000 (96.85%), best:    9730/10000 (97.30%), error:       993.63757, best error:       929.30005 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 183.8245544434s, input_fired_time: 2.1101417542, output_fired_time: 2.4173219204, propagate_forward_time: 69.4450454712, propagate_backward_time: 106.2490234375, weight_update_time: 0.2038827240, other_time: 3.6030197144
epoch time: 15.2033348083s, input_fired_time: 0.2557731271, output_fired_time: 0.0000000000, propagate_forward_time: 14.2204580307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7271032333
validation[          , genome  6101] predictions:    9683/  10000 (96.83%), best:    9730/10000 (97.30%), error:      1036.27942, best error:       929.30005 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 183.5391540527s, input_fired_time: 2.1131763458, output_fired_time: 2.3810510635, propagate_forward_time: 69.1676025391, propagate_backward_time: 106.2799835205, weight_update_time: 0.2047443539, other_time: 3.5973358154
epoch time: 19.9641647339s, input_fired_time: 0.4139919877, output_fired_time: 0.0000000000, propagate_forward_time: 18.6706542969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8795185089
validation[          , genome  6101] predictions:    9659/  10000 (96.59%), best:    9730/10000 (97.30%), error:      1079.16321, best error:       929.30005 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 184.6137390137s, input_fired_time: 2.1426649094, output_fired_time: 2.4291801453, propagate_forward_time: 69.6827926636, propagate_backward_time: 106.7367935181, weight_update_time: 0.2020433694, other_time: 3.6222991943
epoch time: 19.3406124115s, input_fired_time: 0.3798247576, output_fired_time: 0.0000000000, propagate_forward_time: 18.1622867584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7985000610
validation[          , genome  6101] predictions:    9683/  10000 (96.83%), best:    9730/10000 (97.30%), error:      1058.94617, best error:       929.30005 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 192.6580352783s, input_fired_time: 2.0986449718, output_fired_time: 2.6445822716, propagate_forward_time: 72.8377761841, propagate_backward_time: 111.3442306519, weight_update_time: 0.2017981857, other_time: 3.7328033447
epoch time: 20.0053195953s, input_fired_time: 0.3809455633, output_fired_time: 0.0000000000, propagate_forward_time: 18.6995658875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9248085022
validation[          , genome  6101] predictions:    9710/  10000 (97.10%), best:    9730/10000 (97.30%), error:       981.52289, best error:       929.30005 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 190.8686065674s, input_fired_time: 2.2010557652, output_fired_time: 2.4339206219, propagate_forward_time: 71.9179306030, propagate_backward_time: 110.5168533325, weight_update_time: 0.2014093399, other_time: 3.7988586426
epoch time: 16.2180500031s, input_fired_time: 0.2851209342, output_fired_time: 0.0000000000, propagate_forward_time: 15.2216348648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7112941742
validation[          , genome  6101] predictions:    9685/  10000 (96.85%), best:    9730/10000 (97.30%), error:      1041.18579, best error:       929.30005 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 199.8837127686s, input_fired_time: 2.1661355495, output_fired_time: 2.5863549709, propagate_forward_time: 75.5874099731, propagate_backward_time: 115.5764923096, weight_update_time: 0.2655494511, other_time: 3.9673233032
epoch time: 15.1930932999s, input_fired_time: 0.2522650361, output_fired_time: 0.0000000000, propagate_forward_time: 14.3042945862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6365337372
validation[          , genome  6101] predictions:    9676/  10000 (96.76%), best:    9730/10000 (97.30%), error:      1046.78271, best error:       929.30005 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 198.6176452637s, input_fired_time: 2.2157623768, output_fired_time: 2.5485570431, propagate_forward_time: 74.9869003296, propagate_backward_time: 114.8289108276, weight_update_time: 0.2026293874, other_time: 4.0375213623
epoch time: 14.6589527130s, input_fired_time: 0.2548830509, output_fired_time: 0.0000000000, propagate_forward_time: 13.7664279938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376419067
validation[          , genome  6101] predictions:    9656/  10000 (96.56%), best:    9730/10000 (97.30%), error:      1161.76782, best error:       929.30005 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 172.2878875732s, input_fired_time: 1.9849799871, output_fired_time: 2.2423002720, propagate_forward_time: 62.5652351379, propagate_backward_time: 101.9373321533, weight_update_time: 0.1965754628, other_time: 3.5580444336
epoch time: 20.4209671021s, input_fired_time: 0.3191394806, output_fired_time: 0.0000000000, propagate_forward_time: 19.1982116699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9036159515
validation[          , genome  6101] predictions:    9710/  10000 (97.10%), best:    9730/10000 (97.30%), error:       944.75616, best error:       929.30005 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 182.4224395752s, input_fired_time: 2.0973122120, output_fired_time: 2.3449740410, propagate_forward_time: 69.0443344116, propagate_backward_time: 105.3658676147, weight_update_time: 0.2106268257, other_time: 3.5699615479
epoch time: 15.7364559174s, input_fired_time: 0.2826387584, output_fired_time: 0.0000000000, propagate_forward_time: 14.7293815613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7244358063
validation[          , genome  6101] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       989.77362, best error:       929.30005 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 191.0487213135s, input_fired_time: 2.1031684875, output_fired_time: 2.3502321243, propagate_forward_time: 69.9200439453, propagate_backward_time: 113.0552673340, weight_update_time: 0.2027171254, other_time: 3.6200103760
epoch time: 14.3648853302s, input_fired_time: 0.2495236993, output_fired_time: 0.0000000000, propagate_forward_time: 13.4868764877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284847260
validation[          , genome  6101] predictions:    9700/  10000 (97.00%), best:    9730/10000 (97.30%), error:      1002.24377, best error:       929.30005 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 183.4114532471s, input_fired_time: 2.0965025425, output_fired_time: 2.3517372608, propagate_forward_time: 68.9279327393, propagate_backward_time: 106.4791259766, weight_update_time: 0.2035354823, other_time: 3.5561676025
epoch time: 16.8578186035s, input_fired_time: 0.2845496833, output_fired_time: 0.0000000000, propagate_forward_time: 15.7759571075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7973117828
validation[          , genome  6101] predictions:    9717/  10000 (97.17%), best:    9730/10000 (97.30%), error:       972.15839, best error:       929.30005 on epoch:    21, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 185.3464508057s, input_fired_time: 2.1110877991, output_fired_time: 2.3906896114, propagate_forward_time: 70.2267608643, propagate_backward_time: 107.0171890259, weight_update_time: 0.2041150033, other_time: 3.6007308960
epoch time: 14.6259002686s, input_fired_time: 0.2526310980, output_fired_time: 0.0000000000, propagate_forward_time: 13.7394104004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6338586807
validation[          , genome  6101] predictions:    9662/  10000 (96.62%), best:    9730/10000 (97.30%), error:      1182.09045, best error:       929.30005 on epoch:    21, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 198.8328399658s, input_fired_time: 2.1793279648, output_fired_time: 2.6346306801, propagate_forward_time: 75.3683853149, propagate_backward_time: 114.8234481812, weight_update_time: 0.2014898360, other_time: 3.8270568848
epoch time: 18.1767139435s, input_fired_time: 0.2506690025, output_fired_time: 0.0000000000, propagate_forward_time: 17.0943527222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8316917419
validation[          , genome  6101] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       838.37067, best error:       838.37067 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 181.7370605469s, input_fired_time: 2.0735392570, output_fired_time: 2.3941893578, propagate_forward_time: 68.8417739868, propagate_backward_time: 104.8664550781, weight_update_time: 0.2018185705, other_time: 3.5611038208
epoch time: 15.8389472961s, input_fired_time: 0.2532408535, output_fired_time: 0.0000000000, propagate_forward_time: 14.8547668457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7309398651
validation[          , genome  6101] predictions:    9716/  10000 (97.16%), best:    9755/10000 (97.55%), error:       964.73163, best error:       838.37067 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 189.8478088379s, input_fired_time: 2.2456569672, output_fired_time: 2.4171795845, propagate_forward_time: 71.9437026978, propagate_backward_time: 109.5112915039, weight_update_time: 0.2040048987, other_time: 3.7299880981
epoch time: 17.9344501495s, input_fired_time: 0.4128648639, output_fired_time: 0.0000000000, propagate_forward_time: 16.7916469574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7299385071
validation[          , genome  6101] predictions:    9654/  10000 (96.54%), best:    9755/10000 (97.55%), error:      1088.01697, best error:       838.37067 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 200.8088989258s, input_fired_time: 2.2531592846, output_fired_time: 2.5300157070, propagate_forward_time: 78.6928558350, propagate_backward_time: 113.5466003418, weight_update_time: 0.2096948624, other_time: 3.7862701416
epoch time: 20.4528045654s, input_fired_time: 0.2864513397, output_fired_time: 0.0000000000, propagate_forward_time: 19.3027896881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8635635376
validation[          , genome  6101] predictions:    9678/  10000 (96.78%), best:    9755/10000 (97.55%), error:      1086.63342, best error:       838.37067 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 183.2078094482s, input_fired_time: 2.1167078018, output_fired_time: 2.3802030087, propagate_forward_time: 68.9954528809, propagate_backward_time: 106.1271209717, weight_update_time: 0.2004158646, other_time: 3.5883178711
epoch time: 19.0828704834s, input_fired_time: 0.3017000854, output_fired_time: 0.0000000000, propagate_forward_time: 18.0014686584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7797012329
validation[          , genome  6101] predictions:    9707/  10000 (97.07%), best:    9755/10000 (97.55%), error:       934.90759, best error:       838.37067 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 190.5203704834s, input_fired_time: 2.1594326496, output_fired_time: 2.5602421761, propagate_forward_time: 72.0178833008, propagate_backward_time: 110.0294418335, weight_update_time: 0.2016616315, other_time: 3.7533645630
epoch time: 15.6487817764s, input_fired_time: 0.3215453327, output_fired_time: 0.0000000000, propagate_forward_time: 14.7012357712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260004044
validation[          , genome  6101] predictions:    9683/  10000 (96.83%), best:    9755/10000 (97.55%), error:      1032.64648, best error:       838.37067 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 174.3436889648s, input_fired_time: 2.0982627869, output_fired_time: 2.2597584724, propagate_forward_time: 64.7816085815, propagate_backward_time: 101.5503005981, weight_update_time: 0.1950431615, other_time: 3.6537475586
epoch time: 24.6686878204s, input_fired_time: 0.2279920429, output_fired_time: 0.0000000000, propagate_forward_time: 23.7962646484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6444320679
validation[          , genome  6101] predictions:    9724/  10000 (97.24%), best:    9755/10000 (97.55%), error:       953.83850, best error:       838.37067 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 180.8680877686s, input_fired_time: 2.0647611618, output_fired_time: 2.3200600147, propagate_forward_time: 68.2677536011, propagate_backward_time: 104.7082061768, weight_update_time: 0.2003442794, other_time: 3.5073165894
epoch time: 19.2159404755s, input_fired_time: 0.3505959511, output_fired_time: 0.0000000000, propagate_forward_time: 18.0643768311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8009681702
validation[          , genome  6101] predictions:    9672/  10000 (96.72%), best:    9755/10000 (97.55%), error:      1117.83191, best error:       838.37067 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 178.7241973877s, input_fired_time: 2.0538308620, output_fired_time: 2.3092896938, propagate_forward_time: 67.1458740234, propagate_backward_time: 103.7467956543, weight_update_time: 0.2009390146, other_time: 3.4683990479
epoch time: 14.5964145660s, input_fired_time: 0.2621510327, output_fired_time: 0.0000000000, propagate_forward_time: 13.6855535507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487102509
validation[          , genome  6101] predictions:    9730/  10000 (97.30%), best:    9755/10000 (97.55%), error:       880.59839, best error:       838.37067 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 182.6587982178s, input_fired_time: 2.1143054962, output_fired_time: 2.3703985214, propagate_forward_time: 69.1748504639, propagate_backward_time: 105.4961395264, weight_update_time: 0.2019533068, other_time: 3.5031127930
epoch time: 17.7599964142s, input_fired_time: 0.2233151942, output_fired_time: 0.0000000000, propagate_forward_time: 16.9047298431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319522858
validation[          , genome  6101] predictions:    9722/  10000 (97.22%), best:    9755/10000 (97.55%), error:       960.64215, best error:       838.37067 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 181.7935791016s, input_fired_time: 2.1082806587, output_fired_time: 2.3336098194, propagate_forward_time: 68.8978500366, propagate_backward_time: 104.9887771606, weight_update_time: 0.2013258338, other_time: 3.4650726318
epoch time: 17.8954162598s, input_fired_time: 0.2871785164, output_fired_time: 0.0000000000, propagate_forward_time: 16.8393344879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7689037323
validation[          , genome  6101] predictions:    9684/  10000 (96.84%), best:    9755/10000 (97.55%), error:      1058.19763, best error:       838.37067 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 179.9339447021s, input_fired_time: 2.0919291973, output_fired_time: 2.3355150223, propagate_forward_time: 67.8793106079, propagate_backward_time: 104.0893402100, weight_update_time: 0.2019006610, other_time: 3.5378494263
epoch time: 15.1448373795s, input_fired_time: 0.3212220371, output_fired_time: 0.0000000000, propagate_forward_time: 14.0866327286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7369823456
validation[          , genome  6101] predictions:    9717/  10000 (97.17%), best:    9755/10000 (97.55%), error:       915.02637, best error:       838.37067 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 180.2238006592s, input_fired_time: 2.1301448345, output_fired_time: 2.3555650711, propagate_forward_time: 67.9670486450, propagate_backward_time: 104.1931152344, weight_update_time: 0.2012863159, other_time: 3.5779342651
epoch time: 14.8638858795s, input_fired_time: 0.2546821535, output_fired_time: 0.0000000000, propagate_forward_time: 13.9635906219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456127167
validation[          , genome  6101] predictions:    9676/  10000 (96.76%), best:    9755/10000 (97.55%), error:      1055.21814, best error:       838.37067 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 187.6406250000s, input_fired_time: 2.1182096004, output_fired_time: 2.5372941494, propagate_forward_time: 71.1340179443, propagate_backward_time: 108.1269302368, weight_update_time: 0.2011529654, other_time: 3.7241744995
epoch time: 16.6802597046s, input_fired_time: 0.2864246070, output_fired_time: 0.0000000000, propagate_forward_time: 15.7253932953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6684417725
validation[          , genome  6101] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       942.12732, best error:       838.37067 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 185.4959716797s, input_fired_time: 2.1586503983, output_fired_time: 2.3798294067, propagate_forward_time: 70.1532897949, propagate_backward_time: 107.2584152222, weight_update_time: 0.2020264566, other_time: 3.5457839966
epoch time: 17.8239307404s, input_fired_time: 0.2543610632, output_fired_time: 0.0000000000, propagate_forward_time: 16.8968067169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6727638245
validation[          , genome  6101] predictions:    9701/  10000 (97.01%), best:    9755/10000 (97.55%), error:       971.65094, best error:       838.37067 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 181.9509277344s, input_fired_time: 2.1307408810, output_fired_time: 2.3578484058, propagate_forward_time: 68.4274902344, propagate_backward_time: 105.4072647095, weight_update_time: 0.1999050379, other_time: 3.6275863647
epoch time: 14.5674695969s, input_fired_time: 0.2575816512, output_fired_time: 0.0000000000, propagate_forward_time: 13.6795530319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303348541
validation[          , genome  6101] predictions:    9682/  10000 (96.82%), best:    9755/10000 (97.55%), error:      1041.26501, best error:       838.37067 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 187.9023895264s, input_fired_time: 2.2235479355, output_fired_time: 2.4531893730, propagate_forward_time: 71.0941848755, propagate_backward_time: 108.4132461548, weight_update_time: 0.2336422950, other_time: 3.7182312012
epoch time: 16.8109245300s, input_fired_time: 0.3472315073, output_fired_time: 0.0000000000, propagate_forward_time: 15.8033514023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6603422165
validation[          , genome  6101] predictions:    9684/  10000 (96.84%), best:    9755/10000 (97.55%), error:      1062.80847, best error:       838.37067 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 187.8182525635s, input_fired_time: 2.2242360115, output_fired_time: 2.4488105774, propagate_forward_time: 70.6255187988, propagate_backward_time: 108.9097747803, weight_update_time: 0.2005371004, other_time: 3.6099090576
epoch time: 19.2772254944s, input_fired_time: 0.2804552019, output_fired_time: 0.0000000000, propagate_forward_time: 18.2645835876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7321872711
validation[          , genome  6101] predictions:    9672/  10000 (96.72%), best:    9755/10000 (97.55%), error:      1067.92151, best error:       838.37067 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 188.7139434814s, input_fired_time: 2.1874763966, output_fired_time: 2.4555735588, propagate_forward_time: 73.0162506104, propagate_backward_time: 107.4130325317, weight_update_time: 0.2043732554, other_time: 3.6416244507
epoch time: 19.5513839722s, input_fired_time: 0.3495641947, output_fired_time: 0.0000000000, propagate_forward_time: 18.4406242371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7611961365
validation[          , genome  6101] predictions:    9722/  10000 (97.22%), best:    9755/10000 (97.55%), error:       933.25385, best error:       838.37067 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.1401519775s, input_fired_time: 2.1902580261, output_fired_time: 2.4062981606, propagate_forward_time: 70.8355789185, propagate_backward_time: 110.1273422241, weight_update_time: 0.2022310346, other_time: 3.5806732178
epoch time: 14.6381921768s, input_fired_time: 0.2575246394, output_fired_time: 0.0000000000, propagate_forward_time: 13.7414627075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392049789
validation[          , genome  6101] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:      1031.72913, best error:       838.37067 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 191.6803436279s, input_fired_time: 2.2647728920, output_fired_time: 2.5430629253, propagate_forward_time: 72.5597915649, propagate_backward_time: 110.7022247314, weight_update_time: 0.2345128208, other_time: 3.6104965210
epoch time: 21.5206470490s, input_fired_time: 0.4152815640, output_fired_time: 0.0000000000, propagate_forward_time: 20.1172847748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9880809784
validation[          , genome  6101] predictions:    9707/  10000 (97.07%), best:    9755/10000 (97.55%), error:       953.37720, best error:       838.37067 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 190.7279968262s, input_fired_time: 2.2432079315, output_fired_time: 2.3929653168, propagate_forward_time: 72.2629318237, propagate_backward_time: 110.1736831665, weight_update_time: 0.2021324784, other_time: 3.6552124023
epoch time: 15.8626308441s, input_fired_time: 0.3183399737, output_fired_time: 0.0000000000, propagate_forward_time: 14.8447647095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995258331
validation[          , genome  6101] predictions:    9692/  10000 (96.92%), best:    9755/10000 (97.55%), error:      1036.12268, best error:       838.37067 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 196.2844543457s, input_fired_time: 2.0921821594, output_fired_time: 2.3749978542, propagate_forward_time: 78.5705184937, propagate_backward_time: 109.4115829468, weight_update_time: 0.2337897867, other_time: 3.8351745605
epoch time: 20.2196521759s, input_fired_time: 0.4143436849, output_fired_time: 0.0000000000, propagate_forward_time: 19.0143241882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7909851074
validation[          , genome  6101] predictions:    9687/  10000 (96.87%), best:    9755/10000 (97.55%), error:      1060.65112, best error:       838.37067 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 182.5704803467s, input_fired_time: 2.1173348427, output_fired_time: 2.3641171455, propagate_forward_time: 69.0676269531, propagate_backward_time: 105.4591140747, weight_update_time: 0.2034581155, other_time: 3.5622787476
epoch time: 15.1374139786s, input_fired_time: 0.2561299801, output_fired_time: 0.0000000000, propagate_forward_time: 14.2136154175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6676683426
validation[          , genome  6101] predictions:    9676/  10000 (96.76%), best:    9755/10000 (97.55%), error:      1058.02710, best error:       838.37067 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 190.9580535889s, input_fired_time: 2.2007505894, output_fired_time: 2.5141708851, propagate_forward_time: 72.4089431763, propagate_backward_time: 110.1722869873, weight_update_time: 0.2339480817, other_time: 3.6619033813
epoch time: 18.0243892670s, input_fired_time: 0.2876740098, output_fired_time: 0.0000000000, propagate_forward_time: 16.9699020386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7668132782
validation[          , genome  6101] predictions:    9710/  10000 (97.10%), best:    9755/10000 (97.55%), error:       913.83368, best error:       838.37067 on epoch:    42, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 182.6690521240s, input_fired_time: 2.0797677040, output_fired_time: 2.3639748096, propagate_forward_time: 68.9861068726, propagate_backward_time: 105.7124252319, weight_update_time: 0.2016096711, other_time: 3.5267791748
epoch time: 14.4808931351s, input_fired_time: 0.2540088892, output_fired_time: 0.0000000000, propagate_forward_time: 13.5918884277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349954605
validation[          , genome  6101] predictions:    9712/  10000 (97.12%), best:    9755/10000 (97.55%), error:       958.35223, best error:       838.37067 on epoch:    42, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 164.2362213135s, input_fired_time: 2.3358223438, output_fired_time: 2.1913087368, propagate_forward_time: 60.3449974060, propagate_backward_time: 95.7696380615, weight_update_time: 0.1929313689, other_time: 3.5944519043
epoch time: 17.9093265533s, input_fired_time: 0.2705207467, output_fired_time: 0.0000000000, propagate_forward_time: 16.8422393799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7965660095
validation[          , genome  6101] predictions:    9683/  10000 (96.83%), best:    9755/10000 (97.55%), error:      1046.35669, best error:       838.37067 on epoch:    42, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 183.5185852051s, input_fired_time: 2.1356916428, output_fired_time: 2.3791496754, propagate_forward_time: 69.2909011841, propagate_backward_time: 106.1242599487, weight_update_time: 0.2047288865, other_time: 3.5885772705
epoch time: 16.0887889862s, input_fired_time: 0.2836707532, output_fired_time: 0.0000000000, propagate_forward_time: 15.1072149277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6979036331
validation[          , genome  6101] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       908.23602, best error:       838.37067 on epoch:    42, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 181.9768371582s, input_fired_time: 2.0823235512, output_fired_time: 2.3300154209, propagate_forward_time: 68.9884185791, propagate_backward_time: 105.0071411133, weight_update_time: 0.2014678717, other_time: 3.5689392090
epoch time: 18.2575969696s, input_fired_time: 0.3517381251, output_fired_time: 0.0000000000, propagate_forward_time: 17.2047443390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7011146545
validation[          , genome  6101] predictions:    9720/  10000 (97.20%), best:    9755/10000 (97.55%), error:       878.23059, best error:       838.37067 on epoch:    42, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 183.9323120117s, input_fired_time: 2.0984587669, output_fired_time: 2.3714046478, propagate_forward_time: 69.7421035767, propagate_backward_time: 106.1922683716, weight_update_time: 0.2012207508, other_time: 3.5280761719
epoch time: 16.0520076752s, input_fired_time: 0.2550932765, output_fired_time: 0.0000000000, propagate_forward_time: 15.1584596634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6384544373
validation[          , genome  6101] predictions:    9666/  10000 (96.66%), best:    9755/10000 (97.55%), error:      1068.71777, best error:       838.37067 on epoch:    42, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 177.7204895020s, input_fired_time: 2.0972540379, output_fired_time: 2.3308465481, propagate_forward_time: 67.0330123901, propagate_backward_time: 102.7549057007, weight_update_time: 0.2005251348, other_time: 3.5044708252
epoch time: 18.1096477509s, input_fired_time: 0.3173347116, output_fired_time: 0.0000000000, propagate_forward_time: 17.1599788666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6323337555
validation[          , genome  6101] predictions:    9718/  10000 (97.18%), best:    9755/10000 (97.55%), error:       969.15881, best error:       838.37067 on epoch:    42, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 192.3172454834s, input_fired_time: 2.3464765549, output_fired_time: 2.4630312920, propagate_forward_time: 72.2771606445, propagate_backward_time: 111.5162582397, weight_update_time: 0.2017254680, other_time: 3.7143173218
epoch time: 22.7309112549s, input_fired_time: 0.3243975043, output_fired_time: 0.0000000000, propagate_forward_time: 21.4483566284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9581565857
validation[          , genome  6101] predictions:    9741/  10000 (97.41%), best:    9755/10000 (97.55%), error:       853.62604, best error:       838.37067 on epoch:    42, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 180.5939331055s, input_fired_time: 2.1640541553, output_fired_time: 2.3963575363, propagate_forward_time: 68.0319366455, propagate_backward_time: 104.4266662598, weight_update_time: 0.1998245269, other_time: 3.5749206543
epoch time: 14.7863340378s, input_fired_time: 0.2600853741, output_fired_time: 0.0000000000, propagate_forward_time: 13.8838214874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424274445
validation[          , genome  6101] predictions:    9675/  10000 (96.75%), best:    9755/10000 (97.55%), error:       980.77588, best error:       838.37067 on epoch:    42, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 181.3046569824s, input_fired_time: 2.1460790634, output_fired_time: 2.4110906124, propagate_forward_time: 68.2401962280, propagate_backward_time: 104.9083404541, weight_update_time: 0.2335158885, other_time: 3.5989608765
epoch time: 14.4811611176s, input_fired_time: 0.2507397830, output_fired_time: 0.0000000000, propagate_forward_time: 13.5820960999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483249664
validation[          , genome  6101] predictions:    9733/  10000 (97.33%), best:    9755/10000 (97.55%), error:       873.09650, best error:       838.37067 on epoch:    42, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 183.0173034668s, input_fired_time: 2.1442379951, output_fired_time: 2.3585534096, propagate_forward_time: 69.1222305298, propagate_backward_time: 105.7967529297, weight_update_time: 0.2033281922, other_time: 3.5955276489
epoch time: 14.5884046555s, input_fired_time: 0.2571635544, output_fired_time: 0.0000000000, propagate_forward_time: 13.6872987747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6439418793
validation[          , genome  6101] predictions:    9752/  10000 (97.52%), best:    9755/10000 (97.55%), error:       867.31195, best error:       838.37067 on epoch:    42, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 180.1349487305s, input_fired_time: 2.0991168022, output_fired_time: 2.3615052700, propagate_forward_time: 67.5665435791, propagate_backward_time: 104.4999313354, weight_update_time: 0.2003946304, other_time: 3.6078414917
epoch time: 14.4589548111s, input_fired_time: 0.2538067997, output_fired_time: 0.0000000000, propagate_forward_time: 13.5789890289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261587143
validation[          , genome  6101] predictions:    9723/  10000 (97.23%), best:    9755/10000 (97.55%), error:       918.36627, best error:       838.37067 on epoch:    42, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 170.9708862305s, input_fired_time: 2.0032951832, output_fired_time: 2.2265062332, propagate_forward_time: 63.3787460327, propagate_backward_time: 99.8664627075, weight_update_time: 0.1980666369, other_time: 3.4958801270
epoch time: 15.4295578003s, input_fired_time: 0.2574573457, output_fired_time: 0.0000000000, propagate_forward_time: 14.4805221558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915779114
validation[          , genome  6101] predictions:    9688/  10000 (96.88%), best:    9755/10000 (97.55%), error:      1023.66571, best error:       838.37067 on epoch:    42, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 180.1345825195s, input_fired_time: 2.0787625313, output_fired_time: 2.3198139668, propagate_forward_time: 68.1464843750, propagate_backward_time: 104.0927963257, weight_update_time: 0.2082126886, other_time: 3.4967269897
epoch time: 15.3456163406s, input_fired_time: 0.2552222610, output_fired_time: 0.0000000000, propagate_forward_time: 14.4239969254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6663970947
validation[          , genome  6101] predictions:    9727/  10000 (97.27%), best:    9755/10000 (97.55%), error:       904.18573, best error:       838.37067 on epoch:    42, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 186.0553436279s, input_fired_time: 2.1163725853, output_fired_time: 2.3829579353, propagate_forward_time: 70.2144851685, propagate_backward_time: 107.6600494385, weight_update_time: 0.2090421021, other_time: 3.6814651489
epoch time: 16.9847507477s, input_fired_time: 0.2692820132, output_fired_time: 0.0000000000, propagate_forward_time: 16.0191230774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963462830
validation[          , genome  6101] predictions:    9695/  10000 (96.95%), best:    9755/10000 (97.55%), error:      1040.76685, best error:       838.37067 on epoch:    42, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 189.6724090576s, input_fired_time: 2.2878243923, output_fired_time: 2.4467878342, propagate_forward_time: 71.6104049683, propagate_backward_time: 109.5431671143, weight_update_time: 0.2017951757, other_time: 3.7842178345
epoch time: 14.3464946747s, input_fired_time: 0.2562319934, output_fired_time: 0.0000000000, propagate_forward_time: 13.4574270248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328353882
validation[          , genome  6101] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       823.51245, best error:       823.51245 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 189.4837646484s, input_fired_time: 2.1079738140, output_fired_time: 2.3256812096, propagate_forward_time: 75.6966552734, propagate_backward_time: 105.7351531982, weight_update_time: 0.2021177411, other_time: 3.6183013916
epoch time: 14.9227504730s, input_fired_time: 0.2584080994, output_fired_time: 0.0000000000, propagate_forward_time: 14.0131864548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6511554718
validation[          , genome  6101] predictions:    9740/  10000 (97.40%), best:    9750/10000 (97.50%), error:       853.07941, best error:       823.51245 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 188.9070739746s, input_fired_time: 2.0919249058, output_fired_time: 2.3684704304, propagate_forward_time: 74.5254898071, propagate_backward_time: 106.4081039429, weight_update_time: 0.2017288506, other_time: 3.5130920410
epoch time: 14.9371604919s, input_fired_time: 0.2900964320, output_fired_time: 0.0000000000, propagate_forward_time: 14.0082015991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6388626099
validation[          , genome  6101] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       897.20667, best error:       823.51245 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 186.4724121094s, input_fired_time: 2.1249511242, output_fired_time: 2.4017117023, propagate_forward_time: 70.5949935913, propagate_backward_time: 107.6922225952, weight_update_time: 0.2014556527, other_time: 3.6585235596
epoch time: 14.5793132782s, input_fired_time: 0.2584289610, output_fired_time: 0.0000000000, propagate_forward_time: 13.6844320297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364526749
validation[          , genome  6101] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       926.58954, best error:       823.51245 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 200.3260955811s, input_fired_time: 2.1118950844, output_fired_time: 2.3561363220, propagate_forward_time: 69.3564529419, propagate_backward_time: 122.9139709473, weight_update_time: 0.2023934126, other_time: 3.5876388550
epoch time: 20.3290309906s, input_fired_time: 0.4161570072, output_fired_time: 0.0000000000, propagate_forward_time: 19.0929737091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8199005127
validation[          , genome  6101] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       892.62231, best error:       823.51245 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 184.3556060791s, input_fired_time: 2.0929009914, output_fired_time: 2.3835165501, propagate_forward_time: 69.7740478516, propagate_backward_time: 106.5559921265, weight_update_time: 0.2028738111, other_time: 3.5491561890
epoch time: 17.6471214294s, input_fired_time: 0.2553491890, output_fired_time: 0.0000000000, propagate_forward_time: 16.7606258392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311454773
validation[          , genome  6101] predictions:    9734/  10000 (97.34%), best:    9750/10000 (97.50%), error:       877.70459, best error:       823.51245 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 192.9394073486s, input_fired_time: 2.3649563789, output_fired_time: 2.5047419071, propagate_forward_time: 73.0565414429, propagate_backward_time: 111.3040542603, weight_update_time: 0.2036677003, other_time: 3.7091064453
epoch time: 15.7395658493s, input_fired_time: 0.2555725574, output_fired_time: 0.0000000000, propagate_forward_time: 14.8129014969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6710920334
validation[          , genome  6101] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       925.69763, best error:       823.51245 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 167.9130249023s, input_fired_time: 2.0208697319, output_fired_time: 2.1851346493, propagate_forward_time: 61.7755508423, propagate_backward_time: 98.2793197632, weight_update_time: 0.2009480745, other_time: 3.6521453857
epoch time: 14.7231521606s, input_fired_time: 0.2620009482, output_fired_time: 0.0000000000, propagate_forward_time: 13.8109817505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6501693726
validation[          , genome  6101] predictions:    9696/  10000 (96.96%), best:    9750/10000 (97.50%), error:       995.99200, best error:       823.51245 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 190.1433410645s, input_fired_time: 2.2079739571, output_fired_time: 2.4425756931, propagate_forward_time: 71.9717102051, propagate_backward_time: 109.7681274414, weight_update_time: 0.2015665174, other_time: 3.7529449463
epoch time: 16.2697601318s, input_fired_time: 0.2614989579, output_fired_time: 0.0000000000, propagate_forward_time: 15.3062381744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7020225525
validation[          , genome  6101] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       897.51190, best error:       823.51245 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 181.8700256348s, input_fired_time: 2.1083602905, output_fired_time: 2.3596558571, propagate_forward_time: 68.7538375854, propagate_backward_time: 105.1598510742, weight_update_time: 0.2018494308, other_time: 3.4883193970
epoch time: 14.4398355484s, input_fired_time: 0.2535369098, output_fired_time: 0.0000000000, propagate_forward_time: 13.5599136353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263847351
validation[          , genome  6101] predictions:    9628/  10000 (96.28%), best:    9750/10000 (97.50%), error:      1162.03784, best error:       823.51245 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 180.7473602295s, input_fired_time: 2.0939087868, output_fired_time: 2.6501300335, propagate_forward_time: 67.6460876465, propagate_backward_time: 104.8425369263, weight_update_time: 0.2013193816, other_time: 3.5147018433
epoch time: 14.6905746460s, input_fired_time: 0.2629621029, output_fired_time: 0.0000000000, propagate_forward_time: 13.7807197571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468925476
validation[          , genome  6101] predictions:    9697/  10000 (96.97%), best:    9750/10000 (97.50%), error:       980.90881, best error:       823.51245 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 192.3611145020s, input_fired_time: 2.2051086426, output_fired_time: 2.3846628666, propagate_forward_time: 73.0569763184, propagate_backward_time: 110.9590682983, weight_update_time: 0.2338602543, other_time: 3.7553024292
epoch time: 15.3073825836s, input_fired_time: 0.2688200772, output_fired_time: 0.0000000000, propagate_forward_time: 14.3705129623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6680498123
validation[          , genome  6101] predictions:    9701/  10000 (97.01%), best:    9750/10000 (97.50%), error:       989.48193, best error:       823.51245 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 194.6154937744s, input_fired_time: 2.1285941601, output_fired_time: 2.4592142105, propagate_forward_time: 74.0691223145, propagate_backward_time: 112.3101501465, weight_update_time: 0.2030889541, other_time: 3.6484069824
epoch time: 14.3968610764s, input_fired_time: 0.2547275424, output_fired_time: 0.0000000000, propagate_forward_time: 13.5070877075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6350460052
validation[          , genome  6101] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       926.02356, best error:       823.51245 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 214.9542846680s, input_fired_time: 2.6029887199, output_fired_time: 2.9136257172, propagate_forward_time: 80.1526031494, propagate_backward_time: 125.1151199341, weight_update_time: 0.2344054133, other_time: 4.1699600220
epoch time: 17.1794090271s, input_fired_time: 0.3043617904, output_fired_time: 0.0000000000, propagate_forward_time: 16.0376396179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8374080658
validation[          , genome  6101] predictions:    9705/  10000 (97.05%), best:    9750/10000 (97.50%), error:       936.46246, best error:       823.51245 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 190.3218536377s, input_fired_time: 2.2876350880, output_fired_time: 2.4790563583, propagate_forward_time: 72.0517959595, propagate_backward_time: 109.8842849731, weight_update_time: 0.2020832449, other_time: 3.6190948486
epoch time: 22.5623416901s, input_fired_time: 0.4292835891, output_fired_time: 0.0000000000, propagate_forward_time: 21.0914821625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0415763855
validation[          , genome  6101] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       942.00757, best error:       823.51245 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 189.9766845703s, input_fired_time: 2.1754903793, output_fired_time: 2.4365067482, propagate_forward_time: 73.6640701294, propagate_backward_time: 108.0481872559, weight_update_time: 0.2024188638, other_time: 3.6524276733
epoch time: 18.6251506805s, input_fired_time: 0.4209342301, output_fired_time: 0.0000000000, propagate_forward_time: 17.3437747955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8604412079
validation[          , genome  6101] predictions:    9653/  10000 (96.53%), best:    9750/10000 (97.50%), error:      1130.33716, best error:       823.51245 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 208.5648345947s, input_fired_time: 2.2537100315, output_fired_time: 2.5145344734, propagate_forward_time: 90.4086456299, propagate_backward_time: 109.6334991455, weight_update_time: 0.2740296125, other_time: 3.7544403076
epoch time: 19.4245643616s, input_fired_time: 0.3514498472, output_fired_time: 0.0000000000, propagate_forward_time: 18.1866436005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8864707947
validation[          , genome  6101] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       978.55841, best error:       823.51245 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 185.0272064209s, input_fired_time: 2.1582508087, output_fired_time: 2.4115290642, propagate_forward_time: 69.9392013550, propagate_backward_time: 106.5498352051, weight_update_time: 0.2034300268, other_time: 3.9683914185
epoch time: 17.1790065765s, input_fired_time: 0.2946854532, output_fired_time: 0.0000000000, propagate_forward_time: 16.1879615784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6963596344
validation[          , genome  6101] predictions:    9715/  10000 (97.15%), best:    9750/10000 (97.50%), error:       928.20972, best error:       823.51245 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 188.1307678223s, input_fired_time: 2.1937162876, output_fired_time: 2.4726865292, propagate_forward_time: 71.5715789795, propagate_backward_time: 108.3112106323, weight_update_time: 0.2025466561, other_time: 3.5815811157
epoch time: 15.8681001663s, input_fired_time: 0.2610408366, output_fired_time: 0.0000000000, propagate_forward_time: 14.8990144730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7080450058
validation[          , genome  6101] predictions:    9733/  10000 (97.33%), best:    9750/10000 (97.50%), error:       882.54449, best error:       823.51245 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 205.0889739990s, input_fired_time: 2.1597805023, output_fired_time: 2.7234253883, propagate_forward_time: 74.7272415161, propagate_backward_time: 121.6018142700, weight_update_time: 0.2032741159, other_time: 3.8767242432
epoch time: 23.0153636932s, input_fired_time: 0.4520747960, output_fired_time: 0.0000000000, propagate_forward_time: 21.7957668304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7675228119
validation[          , genome  6101] predictions:    9709/  10000 (97.09%), best:    9750/10000 (97.50%), error:      1006.68390, best error:       823.51245 on epoch:    81, 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: 73.9968872070s, input_fired_time: 1.4091969728, output_fired_time: 0.0000000000, propagate_forward_time: 69.1952285767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3924636841
best training[          , genome  6101] predictions:   49475/  50000 (98.95%), best:    9750/10000 (97.50%), error:      1918.96912, best error:       823.51245 on epoch:    81, 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: 19.2034301758s, input_fired_time: 0.3192004561, output_fired_time: 0.0000000000, propagate_forward_time: 17.8657588959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0184707642
   testing[          , genome  6101] predictions:    9755/  10000 (97.55%), best:    9750/10000 (97.50%), error:       814.12469, best error:       823.51245 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:42:01 (8160): called boinc_finish(0)

</stderr_txt>
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