Nameexact_genome_1512568488_42_6735_1
Workunit2604932
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:40:42 UTC
Report deadline19 Dec 2017, 13:49:59 UTC
Received8 Dec 2017, 11:13:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time6 hours 52 min 49 sec
CPU time6 hours 39 min 36 sec
Validate stateValid
Credit2,918.28
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.51 MB
Peak swap size162.32 MB
Peak disk usage2.87 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
53.34991 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 219.9206695557s, input_fired_time: 2.3692955971, output_fired_time: 2.3066613674, propagate_forward_time: 84.5166397095, propagate_backward_time: 126.8858718872, weight_update_time: 0.2135827839, other_time: 3.8422164917
epoch time: 18.2387256622s, input_fired_time: 0.2922346592, output_fired_time: 0.0000000000, propagate_forward_time: 17.2532444000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932468414
validation[          , genome  6735] predictions:    9725/  10000 (97.25%), best:    9744/10000 (97.44%), error:       959.02277, best error:       853.34991 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 220.6672058105s, input_fired_time: 2.3980169296, output_fired_time: 2.2827196121, propagate_forward_time: 84.7197113037, propagate_backward_time: 127.4250717163, weight_update_time: 0.2158094943, other_time: 3.8416976929
epoch time: 17.9461078644s, input_fired_time: 0.2967956364, output_fired_time: 0.0000000000, propagate_forward_time: 16.9325942993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7167186737
validation[          , genome  6735] predictions:    9726/  10000 (97.26%), best:    9744/10000 (97.44%), error:       867.96747, best error:       853.34991 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 221.8644256592s, input_fired_time: 2.4246718884, output_fired_time: 2.3680002689, propagate_forward_time: 85.2515945435, propagate_backward_time: 127.9555664063, weight_update_time: 0.2167076319, other_time: 3.8645935059
epoch time: 18.2205772400s, input_fired_time: 0.3080078661, output_fired_time: 0.0000000000, propagate_forward_time: 17.2028522491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097167969
validation[          , genome  6735] predictions:    9718/  10000 (97.18%), best:    9744/10000 (97.44%), error:       946.27551, best error:       853.34991 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 223.0691528320s, input_fired_time: 2.4377374649, output_fired_time: 2.3297996521, propagate_forward_time: 85.8214340210, propagate_backward_time: 128.5949554443, weight_update_time: 0.2185753733, other_time: 3.8852081299
epoch time: 18.1438369751s, input_fired_time: 0.2958023250, output_fired_time: 0.0000000000, propagate_forward_time: 17.1175403595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7304935455
validation[          , genome  6735] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       839.78497, best error:       839.78497 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 222.6838684082s, input_fired_time: 2.4012084007, output_fired_time: 2.3108983040, propagate_forward_time: 85.7098846436, propagate_backward_time: 128.4188079834, weight_update_time: 0.2135192454, other_time: 3.8430633545
epoch time: 17.9486122131s, input_fired_time: 0.2945837379, output_fired_time: 0.0000000000, propagate_forward_time: 16.9448127747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7092151642
validation[          , genome  6735] predictions:    9674/  10000 (96.74%), best:    9745/10000 (97.45%), error:      1006.09387, best error:       839.78497 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 221.6196899414s, input_fired_time: 2.4038088322, output_fired_time: 2.3052723408, propagate_forward_time: 85.1997451782, propagate_backward_time: 127.8436737061, weight_update_time: 0.2146466970, other_time: 3.8672027588
epoch time: 17.9906978607s, input_fired_time: 0.3092893958, output_fired_time: 0.0000000000, propagate_forward_time: 16.9858646393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6955432892
validation[          , genome  6735] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       829.72150, best error:       829.72150 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 220.8886260986s, input_fired_time: 2.3929011822, output_fired_time: 2.2994847298, propagate_forward_time: 84.8798980713, propagate_backward_time: 127.4971008301, weight_update_time: 0.2150057107, other_time: 3.8192443848
epoch time: 17.7197628021s, input_fired_time: 0.2950763404, output_fired_time: 0.0000000000, propagate_forward_time: 16.7121448517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7125415802
validation[          , genome  6735] predictions:    9748/  10000 (97.48%), best:    9759/10000 (97.59%), error:       847.26233, best error:       829.72150 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 224.4579010010s, input_fired_time: 2.4102022648, output_fired_time: 2.3778092861, propagate_forward_time: 85.9799194336, propagate_backward_time: 129.7850494385, weight_update_time: 0.2138500512, other_time: 3.9049224854
epoch time: 18.2624530792s, input_fired_time: 0.2971775234, output_fired_time: 0.0000000000, propagate_forward_time: 17.2606601715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7046146393
validation[          , genome  6735] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       819.66321, best error:       819.66321 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 221.3794097900s, input_fired_time: 2.4388878345, output_fired_time: 2.3137457371, propagate_forward_time: 84.9290161133, propagate_backward_time: 127.8851318359, weight_update_time: 0.2139489502, other_time: 3.8126220703
epoch time: 17.9989147186s, input_fired_time: 0.2932376266, output_fired_time: 0.0000000000, propagate_forward_time: 17.0117778778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6938991547
validation[          , genome  6735] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:       995.37506, best error:       819.66321 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 221.6948699951s, input_fired_time: 2.4230041504, output_fired_time: 2.2969796658, propagate_forward_time: 84.8440933228, propagate_backward_time: 128.2392120361, weight_update_time: 0.2124870867, other_time: 3.8915863037
epoch time: 18.0141448975s, input_fired_time: 0.2948878706, output_fired_time: 0.0000000000, propagate_forward_time: 17.0325737000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866836548
validation[          , genome  6735] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       867.96326, best error:       819.66321 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 223.2667999268s, input_fired_time: 2.4206676483, output_fired_time: 2.3310647011, propagate_forward_time: 85.5158615112, propagate_backward_time: 129.0653076172, weight_update_time: 0.2227022201, other_time: 3.9338989258
epoch time: 17.8501834869s, input_fired_time: 0.2958494723, output_fired_time: 0.0000000000, propagate_forward_time: 16.8686161041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6857185364
validation[          , genome  6735] predictions:    9746/  10000 (97.46%), best:    9736/10000 (97.36%), error:       862.14526, best error:       819.66321 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 222.0090026855s, input_fired_time: 2.4262504578, output_fired_time: 2.3268063068, propagate_forward_time: 85.2491760254, propagate_backward_time: 128.1475372314, weight_update_time: 0.2144952118, other_time: 3.8592224121
epoch time: 18.1800289154s, input_fired_time: 0.3000391126, output_fired_time: 0.0000000000, propagate_forward_time: 17.1632099152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7167797089
validation[          , genome  6735] predictions:    9743/  10000 (97.43%), best:    9736/10000 (97.36%), error:       828.80817, best error:       819.66321 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 222.7110290527s, input_fired_time: 2.4073293209, output_fired_time: 2.2962477207, propagate_forward_time: 85.2823944092, propagate_backward_time: 128.8229980469, weight_update_time: 0.2177684605, other_time: 3.9020538330
epoch time: 17.5732803345s, input_fired_time: 0.2977637947, output_fired_time: 0.0000000000, propagate_forward_time: 16.5817146301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6938018799
validation[          , genome  6735] predictions:    9683/  10000 (96.83%), best:    9736/10000 (97.36%), error:      1019.22626, best error:       819.66321 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 222.3045806885s, input_fired_time: 2.4118461609, output_fired_time: 2.3190472126, propagate_forward_time: 85.1794967651, propagate_backward_time: 128.5052795410, weight_update_time: 0.2162084132, other_time: 3.8889160156
epoch time: 17.8815555573s, input_fired_time: 0.2955918312, output_fired_time: 0.0000000000, propagate_forward_time: 16.8924484253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6935157776
validation[          , genome  6735] predictions:    9756/  10000 (97.56%), best:    9736/10000 (97.36%), error:       830.59528, best error:       819.66321 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 224.0247344971s, input_fired_time: 2.4017307758, output_fired_time: 2.3104915619, propagate_forward_time: 85.7431793213, propagate_backward_time: 129.7395629883, weight_update_time: 0.2132305801, other_time: 3.8297729492
epoch time: 17.9823436737s, input_fired_time: 0.3006217480, output_fired_time: 0.0000000000, propagate_forward_time: 16.9785938263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7031288147
validation[          , genome  6735] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       776.36499, best error:       776.36499 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 223.2121887207s, input_fired_time: 2.4042575359, output_fired_time: 2.3075945377, propagate_forward_time: 85.4899368286, propagate_backward_time: 129.1726837158, weight_update_time: 0.2156021446, other_time: 3.8377227783
epoch time: 18.2329998016s, input_fired_time: 0.2976577580, output_fired_time: 0.0000000000, propagate_forward_time: 17.2399291992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6954135895
validation[          , genome  6735] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       775.07654, best error:       775.07654 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 221.5121765137s, input_fired_time: 2.4087743759, output_fired_time: 2.3021485806, propagate_forward_time: 84.8729095459, propagate_backward_time: 128.0298309326, weight_update_time: 0.2314471900, other_time: 3.8985137939
epoch time: 18.8549003601s, input_fired_time: 0.2952677906, output_fired_time: 0.0000000000, propagate_forward_time: 17.8329429626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7266902924
validation[          , genome  6735] predictions:    9765/  10000 (97.65%), best:    9768/10000 (97.68%), error:       784.69092, best error:       775.07654 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 224.5019226074s, input_fired_time: 2.4456777573, output_fired_time: 2.3626368046, propagate_forward_time: 86.0518646240, propagate_backward_time: 129.7896881104, weight_update_time: 0.2155115455, other_time: 3.8520507813
epoch time: 18.3764648438s, input_fired_time: 0.2954290509, output_fired_time: 0.0000000000, propagate_forward_time: 17.3686428070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7123928070
validation[          , genome  6735] predictions:    9701/  10000 (97.01%), best:    9768/10000 (97.68%), error:       955.23376, best error:       775.07654 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 222.4292602539s, input_fired_time: 2.4167470932, output_fired_time: 2.3191804886, propagate_forward_time: 84.9370574951, propagate_backward_time: 128.8706054688, weight_update_time: 0.2152534276, other_time: 3.8856658936
epoch time: 18.9781436920s, input_fired_time: 0.2967003882, output_fired_time: 0.0000000000, propagate_forward_time: 17.9820804596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993637085
validation[          , genome  6735] predictions:    9746/  10000 (97.46%), best:    9768/10000 (97.68%), error:       830.92450, best error:       775.07654 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 224.0991363525s, input_fired_time: 2.4408001900, output_fired_time: 2.3405640125, propagate_forward_time: 85.7687988281, propagate_backward_time: 129.6556549072, weight_update_time: 0.2292341888, other_time: 3.8933258057
epoch time: 17.6975212097s, input_fired_time: 0.2965949476, output_fired_time: 0.0000000000, propagate_forward_time: 16.7161903381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847362518
validation[          , genome  6735] predictions:    9766/  10000 (97.66%), best:    9768/10000 (97.68%), error:       778.09662, best error:       775.07654 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 223.0189361572s, input_fired_time: 2.3897335529, output_fired_time: 2.2956781387, propagate_forward_time: 85.2430343628, propagate_backward_time: 129.1837463379, weight_update_time: 0.2193187326, other_time: 3.9067382813
epoch time: 17.8431301117s, input_fired_time: 0.2964811921, output_fired_time: 0.0000000000, propagate_forward_time: 16.8359336853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7107143402
validation[          , genome  6735] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       835.82715, best error:       775.07654 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 224.2458648682s, input_fired_time: 2.4401385784, output_fired_time: 2.3260300159, propagate_forward_time: 85.6555786133, propagate_backward_time: 129.9179534912, weight_update_time: 0.2169923037, other_time: 3.9061584473
epoch time: 17.8551616669s, input_fired_time: 0.2989096344, output_fired_time: 0.0000000000, propagate_forward_time: 16.8447132111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7115383148
validation[          , genome  6735] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       770.86072, best error:       770.86072 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 224.3726043701s, input_fired_time: 2.4340243340, output_fired_time: 2.3427500725, propagate_forward_time: 85.3653106689, propagate_backward_time: 130.3193206787, weight_update_time: 0.2157711089, other_time: 3.9112091064
epoch time: 17.8419380188s, input_fired_time: 0.3061207235, output_fired_time: 0.0000000000, propagate_forward_time: 16.8445835114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6912345886
validation[          , genome  6735] predictions:    9621/  10000 (96.21%), best:    9764/10000 (97.64%), error:      1198.90320, best error:       770.86072 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 223.5318603516s, input_fired_time: 2.4035427570, output_fired_time: 2.3447728157, propagate_forward_time: 85.5029602051, propagate_backward_time: 129.3791656494, weight_update_time: 0.2328832448, other_time: 3.9014129639
epoch time: 17.8999366760s, input_fired_time: 0.3012746274, output_fired_time: 0.0000000000, propagate_forward_time: 16.9027786255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6958827972
validation[          , genome  6735] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       889.77802, best error:       770.86072 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 221.3611907959s, input_fired_time: 2.3964145184, output_fired_time: 2.3120322227, propagate_forward_time: 84.4557266235, propagate_backward_time: 128.3442993164, weight_update_time: 0.2193818241, other_time: 3.8527221680
epoch time: 18.5599212646s, input_fired_time: 0.3004369736, output_fired_time: 0.0000000000, propagate_forward_time: 17.5618362427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6976470947
validation[          , genome  6735] predictions:    9725/  10000 (97.25%), best:    9764/10000 (97.64%), error:       839.71484, best error:       770.86072 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 222.5792388916s, input_fired_time: 2.4355294704, output_fired_time: 2.3230218887, propagate_forward_time: 85.1728286743, propagate_backward_time: 128.7884063721, weight_update_time: 0.2147374004, other_time: 3.8594512939
epoch time: 18.1085872650s, input_fired_time: 0.3115698993, output_fired_time: 0.0000000000, propagate_forward_time: 17.0715503693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7254676819
validation[          , genome  6735] predictions:    9775/  10000 (97.75%), best:    9764/10000 (97.64%), error:       800.37701, best error:       770.86072 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 223.9986877441s, input_fired_time: 2.4337265491, output_fired_time: 2.3264811039, propagate_forward_time: 85.4980850220, propagate_backward_time: 129.8835296631, weight_update_time: 0.2154853493, other_time: 3.8568572998
epoch time: 18.2315635681s, input_fired_time: 0.3052395284, output_fired_time: 0.0000000000, propagate_forward_time: 17.1966819763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7296428680
validation[          , genome  6735] predictions:    9733/  10000 (97.33%), best:    9764/10000 (97.64%), error:       893.24243, best error:       770.86072 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 224.4443511963s, input_fired_time: 2.4299848080, output_fired_time: 2.3890728951, propagate_forward_time: 85.7360839844, propagate_backward_time: 129.9666442871, weight_update_time: 0.2193167061, other_time: 3.9225769043
epoch time: 18.3129291534s, input_fired_time: 0.3282764256, output_fired_time: 0.0000000000, propagate_forward_time: 17.2693557739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7152976990
validation[          , genome  6735] predictions:    9746/  10000 (97.46%), best:    9764/10000 (97.64%), error:       864.24738, best error:       770.86072 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 223.1946563721s, input_fired_time: 2.4191713333, output_fired_time: 2.2945444584, propagate_forward_time: 85.2359313965, propagate_backward_time: 129.3596038818, weight_update_time: 0.2158064097, other_time: 3.8854064941
epoch time: 18.5027141571s, input_fired_time: 0.3015141785, output_fired_time: 0.0000000000, propagate_forward_time: 17.4934940338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7077064514
validation[          , genome  6735] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       748.54053, best error:       748.54053 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 224.5327606201s, input_fired_time: 2.4404160976, output_fired_time: 2.3559212685, propagate_forward_time: 85.6114349365, propagate_backward_time: 130.2502288818, weight_update_time: 0.2152119428, other_time: 3.8747558594
epoch time: 18.1140956879s, input_fired_time: 0.3005255163, output_fired_time: 0.0000000000, propagate_forward_time: 17.0833568573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302131653
validation[          , genome  6735] predictions:    9778/  10000 (97.78%), best:    9758/10000 (97.58%), error:       754.22028, best error:       748.54053 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 224.6861267090s, input_fired_time: 2.4262359142, output_fired_time: 2.3226897717, propagate_forward_time: 85.5888824463, propagate_backward_time: 130.4065856934, weight_update_time: 0.2242933214, other_time: 3.9417266846
epoch time: 18.0926227570s, input_fired_time: 0.2991887033, output_fired_time: 0.0000000000, propagate_forward_time: 17.0895290375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7039051056
validation[          , genome  6735] predictions:    9710/  10000 (97.10%), best:    9758/10000 (97.58%), error:       925.67267, best error:       748.54053 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 223.6758728027s, input_fired_time: 2.4140272141, output_fired_time: 2.3054141998, propagate_forward_time: 85.3697357178, propagate_backward_time: 129.6618041992, weight_update_time: 0.2165477425, other_time: 3.9248809814
epoch time: 17.6184902191s, input_fired_time: 0.2952201366, output_fired_time: 0.0000000000, propagate_forward_time: 16.6258316040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974391937
validation[          , genome  6735] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       727.38519, best error:       727.38519 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 222.4461364746s, input_fired_time: 2.4461507797, output_fired_time: 2.3286604881, propagate_forward_time: 84.7679748535, propagate_backward_time: 129.0344238281, weight_update_time: 0.2150015235, other_time: 3.8689270020
epoch time: 17.9424533844s, input_fired_time: 0.2976578474, output_fired_time: 0.0000000000, propagate_forward_time: 16.9438934326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7009029388
validation[          , genome  6735] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       758.68854, best error:       727.38519 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 222.9195251465s, input_fired_time: 2.4316813946, output_fired_time: 2.3003301620, propagate_forward_time: 85.0086288452, propagate_backward_time: 129.3165435791, weight_update_time: 0.2207876444, other_time: 3.8623504639
epoch time: 18.1689720154s, input_fired_time: 0.3106200695, output_fired_time: 0.0000000000, propagate_forward_time: 17.1518707275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7064819336
validation[          , genome  6735] predictions:    9724/  10000 (97.24%), best:    9783/10000 (97.83%), error:       876.11487, best error:       727.38519 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 221.4112091064s, input_fired_time: 2.3899312019, output_fired_time: 2.3026187420, propagate_forward_time: 84.6527938843, propagate_backward_time: 128.2262573242, weight_update_time: 0.2147567570, other_time: 3.8395996094
epoch time: 18.4120635986s, input_fired_time: 0.3502806127, output_fired_time: 0.0000000000, propagate_forward_time: 17.3515090942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7102737427
validation[          , genome  6735] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       809.37555, best error:       727.38519 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 223.1164398193s, input_fired_time: 2.4201395512, output_fired_time: 2.2861082554, propagate_forward_time: 85.3746948242, propagate_backward_time: 129.1817474365, weight_update_time: 0.2154294848, other_time: 3.8537597656
epoch time: 18.0210056305s, input_fired_time: 0.2998419404, output_fired_time: 0.0000000000, propagate_forward_time: 17.0223197937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6988430023
validation[          , genome  6735] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       850.81525, best error:       727.38519 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 223.0628814697s, input_fired_time: 2.4360284805, output_fired_time: 2.3004848957, propagate_forward_time: 85.0583419800, propagate_backward_time: 129.4140014648, weight_update_time: 0.2154197991, other_time: 3.8540039063
epoch time: 18.2625293732s, input_fired_time: 0.2991585135, output_fired_time: 0.0000000000, propagate_forward_time: 17.2613124847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7020587921
validation[          , genome  6735] predictions:    9703/  10000 (97.03%), best:    9783/10000 (97.83%), error:       987.42932, best error:       727.38519 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 224.7586822510s, input_fired_time: 2.5254986286, output_fired_time: 2.3353073597, propagate_forward_time: 85.9036254883, propagate_backward_time: 130.0560760498, weight_update_time: 0.2460692674, other_time: 3.9381713867
epoch time: 18.0464973450s, input_fired_time: 0.2994646132, output_fired_time: 0.0000000000, propagate_forward_time: 17.0030078888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7440242767
validation[          , genome  6735] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       798.57330, best error:       727.38519 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 224.1120910645s, input_fired_time: 2.4365878105, output_fired_time: 2.3726541996, propagate_forward_time: 85.5029525757, propagate_backward_time: 129.9481201172, weight_update_time: 0.2152702659, other_time: 3.8517761230
epoch time: 17.8998146057s, input_fired_time: 0.2968929410, output_fired_time: 0.0000000000, propagate_forward_time: 16.8983592987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7045631409
validation[          , genome  6735] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       829.39545, best error:       727.38519 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 224.2746429443s, input_fired_time: 2.4360570908, output_fired_time: 2.3330690861, propagate_forward_time: 85.5157623291, propagate_backward_time: 130.1356506348, weight_update_time: 0.2196731120, other_time: 3.8541107178
epoch time: 17.8925704956s, input_fired_time: 0.2999377251, output_fired_time: 0.0000000000, propagate_forward_time: 16.8863773346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7062549591
validation[          , genome  6735] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       763.18445, best error:       727.38519 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 221.6270141602s, input_fired_time: 2.3967454433, output_fired_time: 2.3059160709, propagate_forward_time: 84.2428512573, propagate_backward_time: 128.8603820801, weight_update_time: 0.2133958340, other_time: 3.8211059570
epoch time: 18.0205383301s, input_fired_time: 0.3027236164, output_fired_time: 0.0000000000, propagate_forward_time: 17.0197334290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980819702
validation[          , genome  6735] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       718.60559, best error:       718.60559 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 220.6932525635s, input_fired_time: 2.3962943554, output_fired_time: 2.2948608398, propagate_forward_time: 84.1144943237, propagate_backward_time: 128.0660400391, weight_update_time: 0.2138904482, other_time: 3.8215637207
epoch time: 16.8615169525s, input_fired_time: 0.2890782356, output_fired_time: 0.0000000000, propagate_forward_time: 15.8976583481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6747808456
validation[          , genome  6735] predictions:    9723/  10000 (97.23%), best:    9774/10000 (97.74%), error:       930.80072, best error:       718.60559 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 220.9621734619s, input_fired_time: 2.3995001316, output_fired_time: 2.2726755142, propagate_forward_time: 84.4014892578, propagate_backward_time: 128.0175323486, weight_update_time: 0.2268913686, other_time: 3.8709716797
epoch time: 18.3571052551s, input_fired_time: 0.3027988672, output_fired_time: 0.0000000000, propagate_forward_time: 17.3482379913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7060680389
validation[          , genome  6735] predictions:    9729/  10000 (97.29%), best:    9774/10000 (97.74%), error:       929.72504, best error:       718.60559 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 223.8466186523s, input_fired_time: 2.4440617561, output_fired_time: 2.2970426083, propagate_forward_time: 85.3550262451, propagate_backward_time: 129.8084411621, weight_update_time: 0.2164786309, other_time: 3.9420471191
epoch time: 18.0957279205s, input_fired_time: 0.3047751486, output_fired_time: 0.0000000000, propagate_forward_time: 17.0728759766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7180767059
validation[          , genome  6735] predictions:    9718/  10000 (97.18%), best:    9774/10000 (97.74%), error:       886.30090, best error:       718.60559 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 224.9040832520s, input_fired_time: 2.4829053879, output_fired_time: 2.3423795700, propagate_forward_time: 85.5108871460, propagate_backward_time: 130.6850128174, weight_update_time: 0.2172333151, other_time: 3.8828887939
epoch time: 17.8066978455s, input_fired_time: 0.3034792542, output_fired_time: 0.0000000000, propagate_forward_time: 16.8032531738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6999645233
validation[          , genome  6735] predictions:    9781/  10000 (97.81%), best:    9774/10000 (97.74%), error:       766.49268, best error:       718.60559 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 224.7781066895s, input_fired_time: 2.4556632042, output_fired_time: 2.3346014023, propagate_forward_time: 85.5827560425, propagate_backward_time: 130.4896697998, weight_update_time: 0.2173429579, other_time: 3.9154205322
epoch time: 18.0587272644s, input_fired_time: 0.3060070276, output_fired_time: 0.0000000000, propagate_forward_time: 17.0482273102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7044925690
validation[          , genome  6735] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       804.40405, best error:       718.60559 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 224.5756530762s, input_fired_time: 2.4780008793, output_fired_time: 2.3116769791, propagate_forward_time: 85.5037994385, propagate_backward_time: 130.3716125488, weight_update_time: 0.2283053249, other_time: 3.9105682373
epoch time: 18.4286575317s, input_fired_time: 0.3311599195, output_fired_time: 0.0000000000, propagate_forward_time: 17.3767890930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7207088470
validation[          , genome  6735] predictions:    9717/  10000 (97.17%), best:    9774/10000 (97.74%), error:       885.07788, best error:       718.60559 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 224.0260620117s, input_fired_time: 2.4514095783, output_fired_time: 2.3559999466, propagate_forward_time: 85.4578399658, propagate_backward_time: 129.8286743164, weight_update_time: 0.2169139087, other_time: 3.9321289063
epoch time: 18.3915290833s, input_fired_time: 0.3538273275, output_fired_time: 0.0000000000, propagate_forward_time: 17.3115463257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7261562347
validation[          , genome  6735] predictions:    9773/  10000 (97.73%), best:    9774/10000 (97.74%), error:       743.95831, best error:       718.60559 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 223.0184783936s, input_fired_time: 2.4372901917, output_fired_time: 2.2921583652, propagate_forward_time: 85.1469345093, propagate_backward_time: 129.2824707031, weight_update_time: 0.2177980840, other_time: 3.8596191406
epoch time: 18.0029392242s, input_fired_time: 0.3039016724, output_fired_time: 0.0000000000, propagate_forward_time: 16.9981212616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7009162903
validation[          , genome  6735] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       815.64954, best error:       718.60559 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 224.8971099854s, input_fired_time: 2.4371280670, output_fired_time: 2.3567552567, propagate_forward_time: 85.4988708496, propagate_backward_time: 130.6779174805, weight_update_time: 0.2162226290, other_time: 3.9264373779
epoch time: 18.1086101532s, input_fired_time: 0.3066562116, output_fired_time: 0.0000000000, propagate_forward_time: 17.0922527313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097015381
validation[          , genome  6735] predictions:    9727/  10000 (97.27%), best:    9774/10000 (97.74%), error:       957.08551, best error:       718.60559 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 223.0523986816s, input_fired_time: 2.5094308853, output_fired_time: 2.3211977482, propagate_forward_time: 84.9009628296, propagate_backward_time: 129.4521636963, weight_update_time: 0.2172752619, other_time: 3.8686370850
epoch time: 17.9038085938s, input_fired_time: 0.3083048761, output_fired_time: 0.0000000000, propagate_forward_time: 16.8976860046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6978168488
validation[          , genome  6735] predictions:    9756/  10000 (97.56%), best:    9774/10000 (97.74%), error:       832.42645, best error:       718.60559 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 223.5868225098s, input_fired_time: 2.4239439964, output_fired_time: 2.3139848709, propagate_forward_time: 84.9835357666, propagate_backward_time: 129.9764251709, weight_update_time: 0.2146098614, other_time: 3.8889312744
epoch time: 17.9725036621s, input_fired_time: 0.3007554114, output_fired_time: 0.0000000000, propagate_forward_time: 16.9264545441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7452945709
validation[          , genome  6735] predictions:    9738/  10000 (97.38%), best:    9774/10000 (97.74%), error:       855.38617, best error:       718.60559 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 223.0499420166s, input_fired_time: 2.4733681679, output_fired_time: 2.3071069717, propagate_forward_time: 84.9666519165, propagate_backward_time: 129.4203948975, weight_update_time: 0.2206658423, other_time: 3.8824005127
epoch time: 18.0362148285s, input_fired_time: 0.3093570173, output_fired_time: 0.0000000000, propagate_forward_time: 17.0179061890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7089519501
validation[          , genome  6735] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       873.70428, best error:       718.60559 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 224.0729217529s, input_fired_time: 2.4143986702, output_fired_time: 2.3424985409, propagate_forward_time: 85.3896484375, propagate_backward_time: 130.0561981201, weight_update_time: 0.2212688774, other_time: 3.8701782227
epoch time: 18.0424156189s, input_fired_time: 0.3021880686, output_fired_time: 0.0000000000, propagate_forward_time: 17.0304298401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097969055
validation[          , genome  6735] predictions:    9763/  10000 (97.63%), best:    9774/10000 (97.74%), error:       791.50885, best error:       718.60559 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 223.6099090576s, input_fired_time: 2.4286391735, output_fired_time: 2.3150341511, propagate_forward_time: 85.1866073608, propagate_backward_time: 129.8162231445, weight_update_time: 0.2168297917, other_time: 3.8634033203
epoch time: 18.1168041229s, input_fired_time: 0.3125371337, output_fired_time: 0.0000000000, propagate_forward_time: 17.0854625702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7188053131
validation[          , genome  6735] predictions:    9779/  10000 (97.79%), best:    9774/10000 (97.74%), error:       765.28967, best error:       718.60559 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 224.0301971436s, input_fired_time: 2.4728350639, output_fired_time: 2.3103871346, propagate_forward_time: 85.1232833862, propagate_backward_time: 130.2680358887, weight_update_time: 0.2150465548, other_time: 3.8556518555
epoch time: 18.0414009094s, input_fired_time: 0.3269493580, output_fired_time: 0.0000000000, propagate_forward_time: 17.0121955872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7022552490
validation[          , genome  6735] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       748.34326, best error:       718.60559 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 223.7585449219s, input_fired_time: 2.4162526131, output_fired_time: 2.3508698940, propagate_forward_time: 85.1677551270, propagate_backward_time: 129.9380340576, weight_update_time: 0.2209668308, other_time: 3.8856201172
epoch time: 19.1363315582s, input_fired_time: 0.3060822487, output_fired_time: 0.0000000000, propagate_forward_time: 17.9907131195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8395366669
validation[          , genome  6735] predictions:    9752/  10000 (97.52%), best:    9774/10000 (97.74%), error:       777.95020, best error:       718.60559 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 223.4678649902s, input_fired_time: 2.4313328266, output_fired_time: 2.3143246174, propagate_forward_time: 84.9827346802, propagate_backward_time: 129.8853759766, weight_update_time: 0.2178563923, other_time: 3.8540954590
epoch time: 17.4218902588s, input_fired_time: 0.2982389033, output_fired_time: 0.0000000000, propagate_forward_time: 16.4361705780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874809265
validation[          , genome  6735] predictions:    9728/  10000 (97.28%), best:    9774/10000 (97.74%), error:       890.09821, best error:       718.60559 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 223.3733062744s, input_fired_time: 2.4226028919, output_fired_time: 2.3184456825, propagate_forward_time: 84.8169326782, propagate_backward_time: 129.9454956055, weight_update_time: 0.2161134928, other_time: 3.8698120117
epoch time: 17.9407520294s, input_fired_time: 0.3023252487, output_fired_time: 0.0000000000, propagate_forward_time: 16.9388465881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995811462
validation[          , genome  6735] predictions:    9744/  10000 (97.44%), best:    9774/10000 (97.74%), error:       838.30267, best error:       718.60559 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 223.7254791260s, input_fired_time: 2.4264278412, output_fired_time: 2.3069663048, propagate_forward_time: 85.0268859863, propagate_backward_time: 130.0790405273, weight_update_time: 0.2224475294, other_time: 3.8861694336
epoch time: 18.0857830048s, input_fired_time: 0.3088332713, output_fired_time: 0.0000000000, propagate_forward_time: 17.0726814270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7042675018
validation[          , genome  6735] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       706.91119, best error:       706.91119 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 224.6338653564s, input_fired_time: 2.4992840290, output_fired_time: 2.3296730518, propagate_forward_time: 85.6112976074, propagate_backward_time: 130.3473358154, weight_update_time: 0.2157060355, other_time: 3.8462829590
epoch time: 18.0923004150s, input_fired_time: 0.3213962615, output_fired_time: 0.0000000000, propagate_forward_time: 17.0757236481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6951808929
validation[          , genome  6735] predictions:    9776/  10000 (97.76%), best:    9795/10000 (97.95%), error:       740.20105, best error:       706.91119 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 223.9466400146s, input_fired_time: 2.4662032127, output_fired_time: 2.3098721504, propagate_forward_time: 85.2338409424, propagate_backward_time: 130.0061950684, weight_update_time: 0.2158851773, other_time: 3.9305267334
epoch time: 18.5316772461s, input_fired_time: 0.3110139072, output_fired_time: 0.0000000000, propagate_forward_time: 17.4857597351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7349033356
validation[          , genome  6735] predictions:    9790/  10000 (97.90%), best:    9795/10000 (97.95%), error:       726.30292, best error:       706.91119 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 223.9464874268s, input_fired_time: 2.4430179596, output_fired_time: 2.3441541195, propagate_forward_time: 85.3480911255, propagate_backward_time: 129.9472656250, weight_update_time: 0.2209708989, other_time: 3.8639526367
epoch time: 18.1190109253s, input_fired_time: 0.3470499516, output_fired_time: 0.0000000000, propagate_forward_time: 17.0692462921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7027149200
validation[          , genome  6735] predictions:    9743/  10000 (97.43%), best:    9795/10000 (97.95%), error:       868.94312, best error:       706.91119 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 222.8263092041s, input_fired_time: 2.4312148094, output_fired_time: 2.3137457371, propagate_forward_time: 84.9122467041, propagate_backward_time: 129.2831115723, weight_update_time: 0.2151590586, other_time: 3.8859863281
epoch time: 17.8065128326s, input_fired_time: 0.3503468037, output_fired_time: 0.0000000000, propagate_forward_time: 16.7541370392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7020282745
validation[          , genome  6735] predictions:    9787/  10000 (97.87%), best:    9795/10000 (97.95%), error:       734.39978, best error:       706.91119 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 223.2068634033s, input_fired_time: 2.4523468018, output_fired_time: 2.3421919346, propagate_forward_time: 84.8867492676, propagate_backward_time: 129.6627960205, weight_update_time: 0.2203058600, other_time: 3.8627777100
epoch time: 17.9651203156s, input_fired_time: 0.3048216701, output_fired_time: 0.0000000000, propagate_forward_time: 16.9598770142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7004222870
validation[          , genome  6735] predictions:    9761/  10000 (97.61%), best:    9795/10000 (97.95%), error:       790.80792, best error:       706.91119 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 222.9732360840s, input_fired_time: 2.5107333660, output_fired_time: 2.3629801273, propagate_forward_time: 84.7962112427, propagate_backward_time: 129.4468078613, weight_update_time: 0.2175936848, other_time: 3.8565063477
epoch time: 17.8212776184s, input_fired_time: 0.3104394674, output_fired_time: 0.0000000000, propagate_forward_time: 16.8297576904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810798645
validation[          , genome  6735] predictions:    9751/  10000 (97.51%), best:    9795/10000 (97.95%), error:       816.55591, best error:       706.91119 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 222.1212615967s, input_fired_time: 2.4839277267, output_fired_time: 2.3304941654, propagate_forward_time: 84.6166458130, propagate_backward_time: 128.7922058105, weight_update_time: 0.2182090878, other_time: 3.8979797363
epoch time: 18.2411270142s, input_fired_time: 0.3091368675, output_fired_time: 0.0000000000, propagate_forward_time: 17.2219257355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7100639343
validation[          , genome  6735] predictions:    9755/  10000 (97.55%), best:    9795/10000 (97.95%), error:       836.47150, best error:       706.91119 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 224.2541809082s, input_fired_time: 2.4961161613, output_fired_time: 2.3450222015, propagate_forward_time: 85.4108810425, propagate_backward_time: 130.0087280273, weight_update_time: 0.2222713530, other_time: 3.9934387207
epoch time: 18.0243492126s, input_fired_time: 0.3207275271, output_fired_time: 0.0000000000, propagate_forward_time: 17.0013408661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7022800446
validation[          , genome  6735] predictions:    9778/  10000 (97.78%), best:    9795/10000 (97.95%), error:       777.25031, best error:       706.91119 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 224.5485382080s, input_fired_time: 2.4603557587, output_fired_time: 2.3314723969, propagate_forward_time: 85.4081115723, propagate_backward_time: 130.4143676758, weight_update_time: 0.2190108001, other_time: 3.9342346191
epoch time: 17.9809379578s, input_fired_time: 0.3052984476, output_fired_time: 0.0000000000, propagate_forward_time: 16.9679965973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7076435089
validation[          , genome  6735] predictions:    9737/  10000 (97.37%), best:    9795/10000 (97.95%), error:       855.59668, best error:       706.91119 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 225.7420196533s, input_fired_time: 2.4890763760, output_fired_time: 2.3416960239, propagate_forward_time: 85.9328918457, propagate_backward_time: 131.0316925049, weight_update_time: 0.2169336528, other_time: 3.9466705322
epoch time: 18.1699447632s, input_fired_time: 0.3063505292, output_fired_time: 0.0000000000, propagate_forward_time: 17.1518096924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7117843628
validation[          , genome  6735] predictions:    9763/  10000 (97.63%), best:    9795/10000 (97.95%), error:       750.19672, best error:       706.91119 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 224.2145690918s, input_fired_time: 2.4459626675, output_fired_time: 2.3545594215, propagate_forward_time: 85.4549255371, propagate_backward_time: 130.0443878174, weight_update_time: 0.2203691900, other_time: 3.9147338867
epoch time: 18.1635856628s, input_fired_time: 0.3071734011, output_fired_time: 0.0000000000, propagate_forward_time: 17.1436042786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7128086090
validation[          , genome  6735] predictions:    9705/  10000 (97.05%), best:    9795/10000 (97.95%), error:       978.73322, best error:       706.91119 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 224.1602020264s, input_fired_time: 2.4991519451, output_fired_time: 2.3020102978, propagate_forward_time: 85.0686798096, propagate_backward_time: 130.3645324707, weight_update_time: 0.2181603760, other_time: 3.9258270264
epoch time: 17.9015369415s, input_fired_time: 0.3069414496, output_fired_time: 0.0000000000, propagate_forward_time: 16.8898239136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7047710419
validation[          , genome  6735] predictions:    9779/  10000 (97.79%), best:    9795/10000 (97.95%), error:       729.79956, best error:       706.91119 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 224.8682708740s, input_fired_time: 2.5216479301, output_fired_time: 2.3030078411, propagate_forward_time: 85.6957244873, propagate_backward_time: 130.4462432861, weight_update_time: 0.2177646160, other_time: 3.9016418457
epoch time: 18.1515922546s, input_fired_time: 0.3262658417, output_fired_time: 0.0000000000, propagate_forward_time: 17.1146163940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7107105255
validation[          , genome  6735] predictions:    9782/  10000 (97.82%), best:    9795/10000 (97.95%), error:       734.25854, best error:       706.91119 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 223.7621917725s, input_fired_time: 2.4564912319, output_fired_time: 2.3220343590, propagate_forward_time: 85.3250961304, propagate_backward_time: 129.7694091797, weight_update_time: 0.2182422876, other_time: 3.8891601563
epoch time: 18.0957527161s, input_fired_time: 0.3371289074, output_fired_time: 0.0000000000, propagate_forward_time: 17.0497283936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7088947296
validation[          , genome  6735] predictions:    9688/  10000 (96.88%), best:    9795/10000 (97.95%), error:      1091.66870, best error:       706.91119 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 222.8111724854s, input_fired_time: 2.4626924992, output_fired_time: 2.3138794899, propagate_forward_time: 84.8306808472, propagate_backward_time: 129.2839355469, weight_update_time: 0.2172643691, other_time: 3.9199829102
epoch time: 18.4820098877s, input_fired_time: 0.3322412968, output_fired_time: 0.0000000000, propagate_forward_time: 17.4270305634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7227382660
validation[          , genome  6735] predictions:    9781/  10000 (97.81%), best:    9795/10000 (97.95%), error:       765.75562, best error:       706.91119 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 221.8139648438s, input_fired_time: 2.4483036995, output_fired_time: 2.3462309837, propagate_forward_time: 84.1415863037, propagate_backward_time: 128.9919891357, weight_update_time: 0.2157555073, other_time: 3.8858489990
epoch time: 18.2297554016s, input_fired_time: 0.3121955097, output_fired_time: 0.0000000000, propagate_forward_time: 17.1937141418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7238464355
validation[          , genome  6735] predictions:    9706/  10000 (97.06%), best:    9795/10000 (97.95%), error:       962.06610, best error:       706.91119 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 223.2536926270s, input_fired_time: 2.4562580585, output_fired_time: 2.2972679138, propagate_forward_time: 84.9993667603, propagate_backward_time: 129.5844726563, weight_update_time: 0.2219727486, other_time: 3.9163208008
epoch time: 18.1907176971s, input_fired_time: 0.3059082031, output_fired_time: 0.0000000000, propagate_forward_time: 17.1844787598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7003307343
validation[          , genome  6735] predictions:    9735/  10000 (97.35%), best:    9795/10000 (97.95%), error:       894.29449, best error:       706.91119 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 223.3157043457s, input_fired_time: 2.4480342865, output_fired_time: 2.3289010525, propagate_forward_time: 85.1115112305, propagate_backward_time: 129.5245971680, weight_update_time: 0.2173135132, other_time: 3.9026641846
epoch time: 18.2295398712s, input_fired_time: 0.3204546869, output_fired_time: 0.0000000000, propagate_forward_time: 17.1880264282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7210578918
validation[          , genome  6735] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       830.84564, best error:       706.91119 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 222.6487426758s, input_fired_time: 2.4705183506, output_fired_time: 2.3513782024, propagate_forward_time: 84.5719909668, propagate_backward_time: 129.3833312988, weight_update_time: 0.2183329314, other_time: 3.8715209961
epoch time: 18.4041366577s, input_fired_time: 0.3372983932, output_fired_time: 0.0000000000, propagate_forward_time: 17.3620014191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7048358917
validation[          , genome  6735] predictions:    9771/  10000 (97.71%), best:    9795/10000 (97.95%), error:       794.71521, best error:       706.91119 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 224.0402374268s, input_fired_time: 2.4685900211, output_fired_time: 2.3369836807, propagate_forward_time: 85.2227783203, propagate_backward_time: 130.1185607910, weight_update_time: 0.2205791324, other_time: 3.8933105469
epoch time: 18.0414142609s, input_fired_time: 0.3187921941, output_fired_time: 0.0000000000, propagate_forward_time: 17.0270671844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6955547333
validation[          , genome  6735] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       693.71655, best error:       693.71655 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 225.5107727051s, input_fired_time: 2.4667837620, output_fired_time: 2.3465201855, propagate_forward_time: 85.7194671631, propagate_backward_time: 131.1079254150, weight_update_time: 0.2180768549, other_time: 3.8700714111
epoch time: 18.3139286041s, input_fired_time: 0.3105306029, output_fired_time: 0.0000000000, propagate_forward_time: 17.2888355255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145633698
validation[          , genome  6735] predictions:    9763/  10000 (97.63%), best:    9801/10000 (98.01%), error:       807.61829, best error:       693.71655 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 224.4149322510s, input_fired_time: 2.5466055870, output_fired_time: 2.3224487305, propagate_forward_time: 85.1503448486, propagate_backward_time: 130.5097808838, weight_update_time: 0.2258847207, other_time: 3.8857574463
epoch time: 18.0461006165s, input_fired_time: 0.3102295399, output_fired_time: 0.0000000000, propagate_forward_time: 17.0158252716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7200450897
validation[          , genome  6735] predictions:    9768/  10000 (97.68%), best:    9801/10000 (98.01%), error:       767.86383, best error:       693.71655 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 223.1882324219s, input_fired_time: 2.4478824139, output_fired_time: 2.3420107365, propagate_forward_time: 84.6769485474, propagate_backward_time: 129.8195190430, weight_update_time: 0.2202980071, other_time: 3.9018859863
epoch time: 17.8258018494s, input_fired_time: 0.3237590492, output_fired_time: 0.0000000000, propagate_forward_time: 16.8054637909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965789795
validation[          , genome  6735] predictions:    9757/  10000 (97.57%), best:    9801/10000 (98.01%), error:       806.17847, best error:       693.71655 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 224.2077789307s, input_fired_time: 2.4523510933, output_fired_time: 2.3424079418, propagate_forward_time: 85.4008255005, propagate_backward_time: 130.1085510254, weight_update_time: 0.2284355760, other_time: 3.9036560059
epoch time: 18.0080566406s, input_fired_time: 0.3122959137, output_fired_time: 0.0000000000, propagate_forward_time: 16.9779872894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7177734375
validation[          , genome  6735] predictions:    9789/  10000 (97.89%), best:    9801/10000 (98.01%), error:       774.29059, best error:       693.71655 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 223.9894256592s, input_fired_time: 2.4702148438, output_fired_time: 2.3575243950, propagate_forward_time: 85.0853347778, propagate_backward_time: 130.1319122314, weight_update_time: 0.2207172066, other_time: 3.9444427490
epoch time: 17.9975070953s, input_fired_time: 0.3150760531, output_fired_time: 0.0000000000, propagate_forward_time: 16.9501571655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7322731018
validation[          , genome  6735] predictions:    9762/  10000 (97.62%), best:    9801/10000 (98.01%), error:       763.15582, best error:       693.71655 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 224.0542907715s, input_fired_time: 2.4785177708, output_fired_time: 2.3315632343, propagate_forward_time: 85.2089767456, propagate_backward_time: 130.1247100830, weight_update_time: 0.2203834057, other_time: 3.9105377197
epoch time: 18.3662376404s, input_fired_time: 0.3104342520, output_fired_time: 0.0000000000, propagate_forward_time: 17.3230342865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7327690125
validation[          , genome  6735] predictions:    9769/  10000 (97.69%), best:    9801/10000 (98.01%), error:       779.40637, best error:       693.71655 on epoch:    94, 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: 90.0420150757s, input_fired_time: 1.5753989220, output_fired_time: 0.0000000000, propagate_forward_time: 84.8322753906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6343383789
best training[          , genome  6735] predictions:   49811/  50000 (99.62%), best:    9801/10000 (98.01%), error:      1008.20911, best error:       693.71655 on epoch:    94, 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: 17.9436988831s, input_fired_time: 0.3088097274, output_fired_time: 0.0000000000, propagate_forward_time: 16.9308795929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7040100098
   testing[          , genome  6735] predictions:    9803/  10000 (98.03%), best:    9801/10000 (98.01%), error:       630.11133, best error:       693.71655 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:02:55 (11420): called boinc_finish(0)

</stderr_txt>
]]>