Nameexact_genome_1512568488_41_7111_0
Workunit2606823
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline14 Dec 2017, 19:00:44 UTC
Received8 Dec 2017, 9:55:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66845
Run time3 hours 33 min 35 sec
CPU time3 hours 29 min 23 sec
Validate stateValid
Credit1,697.97
Device peak FLOPS2.71 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.55 MB
Peak swap size152.38 MB
Peak disk usage1.22 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ropagate_forward_time: 48.4056663513, propagate_backward_time: 62.7344131470, weight_update_time: 0.1759742796, other_time: 2.8048934937
epoch time: 10.1251764297s, input_fired_time: 0.0938329995, output_fired_time: 0.0000000000, propagate_forward_time: 9.5319252014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994182587
validation[          , genome  7111] predictions:    9631/  10000 (96.31%), best:    9679/10000 (96.79%), error:      1191.85205, best error:      1097.02783 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.7843856812s, input_fired_time: 0.9114669561, output_fired_time: 0.7829632759, propagate_forward_time: 48.4436988831, propagate_backward_time: 62.8323669434, weight_update_time: 0.1761619896, other_time: 2.8138885498
epoch time: 10.6583118439s, input_fired_time: 0.0952204391, output_fired_time: 0.0000000000, propagate_forward_time: 10.0439519882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191392899
validation[          , genome  7111] predictions:    9656/  10000 (96.56%), best:    9679/10000 (96.79%), error:      1099.34277, best error:      1097.02783 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 116.4710006714s, input_fired_time: 0.9141803384, output_fired_time: 0.7752398252, propagate_forward_time: 48.6816215515, propagate_backward_time: 63.2608413696, weight_update_time: 0.1777789891, other_time: 2.8391189575
epoch time: 10.9518604279s, input_fired_time: 0.0955777913, output_fired_time: 0.0000000000, propagate_forward_time: 10.3426809311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136013031
validation[          , genome  7111] predictions:    9482/  10000 (94.82%), best:    9679/10000 (96.79%), error:      1610.42383, best error:      1097.02783 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 115.9885406494s, input_fired_time: 0.9138511419, output_fired_time: 0.7566024661, propagate_forward_time: 48.6545219421, propagate_backward_time: 62.8474655151, weight_update_time: 0.1769126356, other_time: 2.8161087036
epoch time: 10.1610956192s, input_fired_time: 0.0963836238, output_fired_time: 0.0000000000, propagate_forward_time: 9.5669221878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977893829
validation[          , genome  7111] predictions:    9650/  10000 (96.50%), best:    9679/10000 (96.79%), error:      1160.55579, best error:      1097.02783 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 115.0905151367s, input_fired_time: 0.9134684205, output_fired_time: 0.7587188482, propagate_forward_time: 48.2619476318, propagate_backward_time: 62.3646965027, weight_update_time: 0.1756292433, other_time: 2.7916831970
epoch time: 10.1821107864s, input_fired_time: 0.0961461589, output_fired_time: 0.0000000000, propagate_forward_time: 9.5788316727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071325302
validation[          , genome  7111] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:      1038.41357, best error:      1038.41357 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 116.1958923340s, input_fired_time: 0.9042123556, output_fired_time: 0.7714779377, propagate_forward_time: 48.7651214600, propagate_backward_time: 62.9404563904, weight_update_time: 0.1768008322, other_time: 2.8146247864
epoch time: 10.1282358170s, input_fired_time: 0.0947184190, output_fired_time: 0.0000000000, propagate_forward_time: 9.5322885513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012292862
validation[          , genome  7111] predictions:    9638/  10000 (96.38%), best:    9686/10000 (96.86%), error:      1166.75110, best error:      1038.41357 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 115.7643280029s, input_fired_time: 0.9081346989, output_fired_time: 0.7601143122, propagate_forward_time: 48.5644683838, propagate_backward_time: 62.6887054443, weight_update_time: 0.1759180725, other_time: 2.8429031372
epoch time: 10.2240257263s, input_fired_time: 0.0942697749, output_fired_time: 0.0000000000, propagate_forward_time: 9.6382045746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915513992
validation[          , genome  7111] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       996.63672, best error:       996.63672 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 115.8103103638s, input_fired_time: 0.9080862403, output_fired_time: 0.7543439865, propagate_forward_time: 48.6395721436, propagate_backward_time: 62.7180557251, weight_update_time: 0.1759767979, other_time: 2.7902526855
epoch time: 10.4371576309s, input_fired_time: 0.0949977413, output_fired_time: 0.0000000000, propagate_forward_time: 9.8457527161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964075089
validation[          , genome  7111] predictions:    9690/  10000 (96.90%), best:    9707/10000 (97.07%), error:      1143.79504, best error:       996.63672 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 115.2483215332s, input_fired_time: 0.9191339612, output_fired_time: 0.7505058646, propagate_forward_time: 48.2673034668, propagate_backward_time: 62.5318183899, weight_update_time: 0.1770151705, other_time: 2.7795600891
epoch time: 10.2598543167s, input_fired_time: 0.0977698639, output_fired_time: 0.0000000000, propagate_forward_time: 9.6383094788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237751007
validation[          , genome  7111] predictions:    9625/  10000 (96.25%), best:    9707/10000 (97.07%), error:      1219.88562, best error:       996.63672 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.3361740112s, input_fired_time: 0.9034407735, output_fired_time: 0.7610601783, propagate_forward_time: 48.4017982483, propagate_backward_time: 62.4901466370, weight_update_time: 0.1763355285, other_time: 2.7797203064
epoch time: 10.1953573227s, input_fired_time: 0.0952465534, output_fired_time: 0.0000000000, propagate_forward_time: 9.6058406830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942703247
validation[          , genome  7111] predictions:    9677/  10000 (96.77%), best:    9707/10000 (97.07%), error:      1052.64490, best error:       996.63672 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 115.6476821899s, input_fired_time: 0.9256229401, output_fired_time: 0.7570075989, propagate_forward_time: 48.5491256714, propagate_backward_time: 62.6272811890, weight_update_time: 0.1767412275, other_time: 2.7886505127
epoch time: 10.1701622009s, input_fired_time: 0.0956597403, output_fired_time: 0.0000000000, propagate_forward_time: 9.5789909363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955110550
validation[          , genome  7111] predictions:    9701/  10000 (97.01%), best:    9707/10000 (97.07%), error:      1007.00696, best error:       996.63672 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.6734237671s, input_fired_time: 0.9147151709, output_fired_time: 0.7605556846, propagate_forward_time: 48.5329551697, propagate_backward_time: 62.6640777588, weight_update_time: 0.1764520258, other_time: 2.8011169434
epoch time: 10.7729988098s, input_fired_time: 0.0959435031, output_fired_time: 0.0000000000, propagate_forward_time: 10.1484651566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285902023
validation[          , genome  7111] predictions:    9628/  10000 (96.28%), best:    9707/10000 (97.07%), error:      1191.18835, best error:       996.63672 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 115.3786849976s, input_fired_time: 0.9236874580, output_fired_time: 0.7856203914, propagate_forward_time: 48.2547416687, propagate_backward_time: 62.5658073425, weight_update_time: 0.1847467721, other_time: 2.8488197327
epoch time: 10.8000154495s, input_fired_time: 0.1033706442, output_fired_time: 0.0000000000, propagate_forward_time: 10.1655769348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310678482
validation[          , genome  7111] predictions:    9711/  10000 (97.11%), best:    9707/10000 (97.07%), error:      1005.57336, best error:       996.63672 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 115.2346496582s, input_fired_time: 0.9054328203, output_fired_time: 0.7599125504, propagate_forward_time: 48.3115997314, propagate_backward_time: 62.4432525635, weight_update_time: 0.1766515374, other_time: 2.8144531250
epoch time: 10.1208486557s, input_fired_time: 0.0951941237, output_fired_time: 0.0000000000, propagate_forward_time: 9.5329980850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926567078
validation[          , genome  7111] predictions:    9658/  10000 (96.58%), best:    9707/10000 (97.07%), error:      1051.36169, best error:       996.63672 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.6472930908s, input_fired_time: 0.9040853977, output_fired_time: 0.7507897019, propagate_forward_time: 48.0336227417, propagate_backward_time: 62.1841583252, weight_update_time: 0.1764553636, other_time: 2.7746353149
epoch time: 10.1471033096s, input_fired_time: 0.0957158580, output_fired_time: 0.0000000000, propagate_forward_time: 9.5550441742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4963436127
validation[          , genome  7111] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       965.68073, best error:       965.68073 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.7138214111s, input_fired_time: 0.9326071739, output_fired_time: 0.7540389299, propagate_forward_time: 48.5226860046, propagate_backward_time: 62.6741485596, weight_update_time: 0.1770940721, other_time: 2.8303375244
epoch time: 10.4076843262s, input_fired_time: 0.0968610346, output_fired_time: 0.0000000000, propagate_forward_time: 9.8036022186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072212219
validation[          , genome  7111] predictions:    9697/  10000 (96.97%), best:    9722/10000 (97.22%), error:      1018.17645, best error:       965.68073 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 116.2674026489s, input_fired_time: 0.9398339391, output_fired_time: 0.7720147371, propagate_forward_time: 48.6325187683, propagate_backward_time: 63.1153297424, weight_update_time: 0.1896726787, other_time: 2.8077049255
epoch time: 10.1361465454s, input_fired_time: 0.0973094553, output_fired_time: 0.0000000000, propagate_forward_time: 9.5478410721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909963608
validation[          , genome  7111] predictions:    9682/  10000 (96.82%), best:    9722/10000 (97.22%), error:      1081.47327, best error:       965.68073 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 116.4576873779s, input_fired_time: 0.9267941713, output_fired_time: 0.7804912329, propagate_forward_time: 48.8243293762, propagate_backward_time: 63.1065368652, weight_update_time: 0.1762231290, other_time: 2.8195343018
epoch time: 10.3478603363s, input_fired_time: 0.0970108211, output_fired_time: 0.0000000000, propagate_forward_time: 9.7338695526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5169801712
validation[          , genome  7111] predictions:    9687/  10000 (96.87%), best:    9722/10000 (97.22%), error:      1054.05164, best error:       965.68073 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 116.4977798462s, input_fired_time: 0.9226402640, output_fired_time: 0.7597648501, propagate_forward_time: 48.7672462463, propagate_backward_time: 63.2097702026, weight_update_time: 0.1758676022, other_time: 2.8383560181
epoch time: 10.1502237320s, input_fired_time: 0.0965750739, output_fired_time: 0.0000000000, propagate_forward_time: 9.5566835403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969654083
validation[          , genome  7111] predictions:    9693/  10000 (96.93%), best:    9722/10000 (97.22%), error:       982.82971, best error:       965.68073 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.5476226807s, input_fired_time: 0.9138853550, output_fired_time: 0.7730977535, propagate_forward_time: 48.3060417175, propagate_backward_time: 62.7701263428, weight_update_time: 0.1803633422, other_time: 2.7844696045
epoch time: 10.2819337845s, input_fired_time: 0.0966104865, output_fired_time: 0.0000000000, propagate_forward_time: 9.6840867996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012369156
validation[          , genome  7111] predictions:    9709/  10000 (97.09%), best:    9722/10000 (97.22%), error:       983.83252, best error:       965.68073 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.1068344116s, input_fired_time: 0.9100515842, output_fired_time: 0.7656857371, propagate_forward_time: 48.6324462891, propagate_backward_time: 62.9862022400, weight_update_time: 0.1762712449, other_time: 2.8124504089
epoch time: 10.1158409119s, input_fired_time: 0.0963365585, output_fired_time: 0.0000000000, propagate_forward_time: 9.5265359879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929685593
validation[          , genome  7111] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       947.66406, best error:       947.66406 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 116.2857818604s, input_fired_time: 0.9104695320, output_fired_time: 0.7791785002, propagate_forward_time: 48.7405166626, propagate_backward_time: 63.0265159607, weight_update_time: 0.1767135710, other_time: 2.8291053772
epoch time: 10.5968189240s, input_fired_time: 0.0973268002, output_fired_time: 0.0000000000, propagate_forward_time: 9.9977073669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017843246
validation[          , genome  7111] predictions:    9672/  10000 (96.72%), best:    9707/10000 (97.07%), error:      1043.79541, best error:       947.66406 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 117.0286560059s, input_fired_time: 0.9510468841, output_fired_time: 0.7755832076, propagate_forward_time: 49.0312347412, propagate_backward_time: 63.4197883606, weight_update_time: 0.1881217360, other_time: 2.8510017395
epoch time: 10.2484960556s, input_fired_time: 0.0964507982, output_fired_time: 0.0000000000, propagate_forward_time: 9.6555309296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965143204
validation[          , genome  7111] predictions:    9674/  10000 (96.74%), best:    9707/10000 (97.07%), error:      1077.21313, best error:       947.66406 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.7980194092s, input_fired_time: 0.9125710130, output_fired_time: 0.7553198338, propagate_forward_time: 48.4955024719, propagate_backward_time: 62.7860984802, weight_update_time: 0.1772141904, other_time: 2.8485298157
epoch time: 10.1204252243s, input_fired_time: 0.0962333456, output_fired_time: 0.0000000000, propagate_forward_time: 9.5266189575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4975728989
validation[          , genome  7111] predictions:    9658/  10000 (96.58%), best:    9707/10000 (97.07%), error:      1080.73169, best error:       947.66406 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 115.5487518311s, input_fired_time: 0.9140883088, output_fired_time: 0.7509507537, propagate_forward_time: 48.4929962158, propagate_backward_time: 62.6129035950, weight_update_time: 0.1761879176, other_time: 2.7778129578
epoch time: 10.3319654465s, input_fired_time: 0.0981932282, output_fired_time: 0.0000000000, propagate_forward_time: 9.7342319489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995403290
validation[          , genome  7111] predictions:    9674/  10000 (96.74%), best:    9707/10000 (97.07%), error:      1034.54553, best error:       947.66406 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.8908691406s, input_fired_time: 0.9169432521, output_fired_time: 0.7904329896, propagate_forward_time: 48.4777641296, propagate_backward_time: 62.9088516235, weight_update_time: 0.1801923066, other_time: 2.7968673706
epoch time: 10.3079357147s, input_fired_time: 0.0972674116, output_fired_time: 0.0000000000, propagate_forward_time: 9.7107648849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999036789
validation[          , genome  7111] predictions:    9694/  10000 (96.94%), best:    9707/10000 (97.07%), error:       992.53516, best error:       947.66406 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 116.6757049561s, input_fired_time: 0.9388309717, output_fired_time: 0.7557814717, propagate_forward_time: 48.8302001953, propagate_backward_time: 63.3313751221, weight_update_time: 0.1764357239, other_time: 2.8195190430
epoch time: 10.2515983582s, input_fired_time: 0.0964494646, output_fired_time: 0.0000000000, propagate_forward_time: 9.6618013382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933471680
validation[          , genome  7111] predictions:    9650/  10000 (96.50%), best:    9707/10000 (97.07%), error:      1124.83826, best error:       947.66406 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 115.6815109253s, input_fired_time: 0.9266548157, output_fired_time: 0.7571026683, propagate_forward_time: 48.4554748535, propagate_backward_time: 62.7250709534, weight_update_time: 0.1808248013, other_time: 2.8172035217
epoch time: 10.1948575974s, input_fired_time: 0.0972046703, output_fired_time: 0.0000000000, propagate_forward_time: 9.6018447876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958086014
validation[          , genome  7111] predictions:    9693/  10000 (96.93%), best:    9707/10000 (97.07%), error:       999.16669, best error:       947.66406 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.7896804810s, input_fired_time: 0.9340066314, output_fired_time: 0.7712763548, propagate_forward_time: 48.4341392517, propagate_backward_time: 62.8599014282, weight_update_time: 0.1775991172, other_time: 2.7903518677
epoch time: 10.1431436539s, input_fired_time: 0.0970168561, output_fired_time: 0.0000000000, propagate_forward_time: 9.5491313934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969949722
validation[          , genome  7111] predictions:    9673/  10000 (96.73%), best:    9707/10000 (97.07%), error:      1078.54626, best error:       947.66406 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 115.9380874634s, input_fired_time: 0.9251879454, output_fired_time: 0.7627950311, propagate_forward_time: 48.5026664734, propagate_backward_time: 62.9307289124, weight_update_time: 0.1840049475, other_time: 2.8167076111
epoch time: 10.1128292084s, input_fired_time: 0.0971874446, output_fired_time: 0.0000000000, propagate_forward_time: 9.5228595734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927825928
validation[          , genome  7111] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       902.96021, best error:       902.96021 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 116.3553161621s, input_fired_time: 0.9367394447, output_fired_time: 0.7902071476, propagate_forward_time: 48.7591667175, propagate_backward_time: 63.0555763245, weight_update_time: 0.1881716847, other_time: 2.8136253357
epoch time: 10.7355661392s, input_fired_time: 0.1033296734, output_fired_time: 0.0000000000, propagate_forward_time: 10.0948495865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373868942
validation[          , genome  7111] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:       987.81262, best error:       902.96021 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 115.8814849854s, input_fired_time: 0.9326106906, output_fired_time: 0.7567186952, propagate_forward_time: 48.5982551575, propagate_backward_time: 62.8099937439, weight_update_time: 0.1767455786, other_time: 2.7839088440
epoch time: 10.4668884277s, input_fired_time: 0.0975671560, output_fired_time: 0.0000000000, propagate_forward_time: 9.8563556671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129652023
validation[          , genome  7111] predictions:    9643/  10000 (96.43%), best:    9728/10000 (97.28%), error:      1173.88135, best error:       902.96021 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.4781799316s, input_fired_time: 0.9417648911, output_fired_time: 0.7548848987, propagate_forward_time: 48.7912216187, propagate_backward_time: 63.1176147461, weight_update_time: 0.1902803928, other_time: 2.8726959229
epoch time: 10.1248931885s, input_fired_time: 0.0973824486, output_fired_time: 0.0000000000, propagate_forward_time: 9.5337772369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937334061
validation[          , genome  7111] predictions:    9674/  10000 (96.74%), best:    9728/10000 (97.28%), error:      1034.58386, best error:       902.96021 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 115.5026397705s, input_fired_time: 0.9211041331, output_fired_time: 0.7795275450, propagate_forward_time: 48.3947219849, propagate_backward_time: 62.5623054504, weight_update_time: 0.1806163788, other_time: 2.8449821472
epoch time: 10.5541810989s, input_fired_time: 0.0996100903, output_fired_time: 0.0000000000, propagate_forward_time: 9.8554353714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991353989
validation[          , genome  7111] predictions:    9685/  10000 (96.85%), best:    9728/10000 (97.28%), error:       994.04895, best error:       902.96021 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.0615310669s, input_fired_time: 0.9248299003, output_fired_time: 0.7556232214, propagate_forward_time: 48.6156005859, propagate_backward_time: 62.9592247009, weight_update_time: 0.1826844960, other_time: 2.8062553406
epoch time: 10.3758583069s, input_fired_time: 0.0977484137, output_fired_time: 0.0000000000, propagate_forward_time: 9.7792797089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988298416
validation[          , genome  7111] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1041.58447, best error:       902.96021 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 116.7299346924s, input_fired_time: 0.9593427777, output_fired_time: 0.7646017075, propagate_forward_time: 48.9519577026, propagate_backward_time: 63.1911773682, weight_update_time: 0.1886337399, other_time: 2.8628540039
epoch time: 10.5098314285s, input_fired_time: 0.0972628221, output_fired_time: 0.0000000000, propagate_forward_time: 9.8988857269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136833191
validation[          , genome  7111] predictions:    9690/  10000 (96.90%), best:    9728/10000 (97.28%), error:      1037.25049, best error:       902.96021 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.0938720703s, input_fired_time: 0.9373822808, output_fired_time: 0.7672942877, propagate_forward_time: 48.6692619324, propagate_backward_time: 62.9060134888, weight_update_time: 0.1767815202, other_time: 2.8139114380
epoch time: 10.3119840622s, input_fired_time: 0.0975474864, output_fired_time: 0.0000000000, propagate_forward_time: 9.6935949326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208415985
validation[          , genome  7111] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:       958.52789, best error:       902.96021 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 115.9302597046s, input_fired_time: 0.9219944477, output_fired_time: 0.7589188218, propagate_forward_time: 48.5876159668, propagate_backward_time: 62.8571395874, weight_update_time: 0.1768898815, other_time: 2.8045883179
epoch time: 10.1269378662s, input_fired_time: 0.0974832773, output_fired_time: 0.0000000000, propagate_forward_time: 9.5352096558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942445755
validation[          , genome  7111] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1004.98395, best error:       902.96021 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 115.7745971680s, input_fired_time: 0.9215330482, output_fired_time: 0.7496135235, propagate_forward_time: 48.3905944824, propagate_backward_time: 62.8873252869, weight_update_time: 0.1931246370, other_time: 2.8255348206
epoch time: 10.1347684860s, input_fired_time: 0.0980109870, output_fired_time: 0.0000000000, propagate_forward_time: 9.5445022583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922552109
validation[          , genome  7111] predictions:    9705/  10000 (97.05%), best:    9728/10000 (97.28%), error:       980.05768, best error:       902.96021 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 116.7567901611s, input_fired_time: 0.9561662674, output_fired_time: 0.7610806823, propagate_forward_time: 48.8356208801, propagate_backward_time: 63.3660621643, weight_update_time: 0.1782651842, other_time: 2.8378562927
epoch time: 10.8078784943s, input_fired_time: 0.1081072837, output_fired_time: 0.0000000000, propagate_forward_time: 10.1640377045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357332230
validation[          , genome  7111] predictions:    9605/  10000 (96.05%), best:    9728/10000 (97.28%), error:      1350.25342, best error:       902.96021 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 114.8587188721s, input_fired_time: 0.9190042019, output_fired_time: 0.7573366165, propagate_forward_time: 48.1182479858, propagate_backward_time: 62.2720527649, weight_update_time: 0.1819848120, other_time: 2.7920722961
epoch time: 11.0913467407s, input_fired_time: 0.1319172829, output_fired_time: 0.0000000000, propagate_forward_time: 10.3810911179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783386230
validation[          , genome  7111] predictions:    9682/  10000 (96.82%), best:    9728/10000 (97.28%), error:      1004.62030, best error:       902.96021 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 114.9381561279s, input_fired_time: 0.9187623858, output_fired_time: 0.7507865429, propagate_forward_time: 48.0909118652, propagate_backward_time: 62.3576507568, weight_update_time: 0.1795477718, other_time: 2.8200454712
epoch time: 10.9038181305s, input_fired_time: 0.1197387576, output_fired_time: 0.0000000000, propagate_forward_time: 10.2480907440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359888077
validation[          , genome  7111] predictions:    9714/  10000 (97.14%), best:    9728/10000 (97.28%), error:       926.03326, best error:       902.96021 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 115.6814498901s, input_fired_time: 0.9166021347, output_fired_time: 0.7689076662, propagate_forward_time: 48.4855461121, propagate_backward_time: 62.7002143860, weight_update_time: 0.1906157136, other_time: 2.8101768494
epoch time: 10.2018098831s, input_fired_time: 0.0973616317, output_fired_time: 0.0000000000, propagate_forward_time: 9.6092700958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951782227
validation[          , genome  7111] predictions:    9648/  10000 (96.48%), best:    9728/10000 (97.28%), error:      1060.67517, best error:       902.96021 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 115.4742889404s, input_fired_time: 0.9252468944, output_fired_time: 0.7540264726, propagate_forward_time: 48.3827743530, propagate_backward_time: 62.6385154724, weight_update_time: 0.1760314405, other_time: 2.7737236023
epoch time: 10.1302900314s, input_fired_time: 0.0977312922, output_fired_time: 0.0000000000, propagate_forward_time: 9.5392570496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933013916
validation[          , genome  7111] predictions:    9713/  10000 (97.13%), best:    9728/10000 (97.28%), error:       939.42316, best error:       902.96021 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 115.0223693848s, input_fired_time: 0.9166874290, output_fired_time: 0.7540327907, propagate_forward_time: 48.1512489319, propagate_backward_time: 62.4128494263, weight_update_time: 0.1761261821, other_time: 2.7875442505
epoch time: 10.1533041000s, input_fired_time: 0.0977646708, output_fired_time: 0.0000000000, propagate_forward_time: 9.5619621277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935770035
validation[          , genome  7111] predictions:    9666/  10000 (96.66%), best:    9728/10000 (97.28%), error:      1015.44733, best error:       902.96021 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 115.6765823364s, input_fired_time: 0.9335543513, output_fired_time: 0.7936050296, propagate_forward_time: 48.4198455811, propagate_backward_time: 62.7371101379, weight_update_time: 0.1763301343, other_time: 2.7924690247
epoch time: 10.1226215363s, input_fired_time: 0.0997008458, output_fired_time: 0.0000000000, propagate_forward_time: 9.5263242722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965963364
validation[          , genome  7111] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       891.06775, best error:       891.06775 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 115.4210891724s, input_fired_time: 0.9619550705, output_fired_time: 0.7546936870, propagate_forward_time: 48.2976531982, propagate_backward_time: 62.6037025452, weight_update_time: 0.1761508733, other_time: 2.8030891418
epoch time: 10.1111574173s, input_fired_time: 0.0984890759, output_fired_time: 0.0000000000, propagate_forward_time: 9.5201187134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4925498962
validation[          , genome  7111] predictions:    9708/  10000 (97.08%), best:    9733/10000 (97.33%), error:       949.01434, best error:       891.06775 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 117.5674209595s, input_fired_time: 0.9513769746, output_fired_time: 0.7672696114, propagate_forward_time: 49.2397537231, propagate_backward_time: 63.7181816101, weight_update_time: 0.1805741042, other_time: 2.8908348083
epoch time: 10.4588985443s, input_fired_time: 0.0990524814, output_fired_time: 0.0000000000, propagate_forward_time: 9.8519220352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079240799
validation[          , genome  7111] predictions:    9696/  10000 (96.96%), best:    9733/10000 (97.33%), error:       971.07086, best error:       891.06775 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 115.5057678223s, input_fired_time: 0.9469695091, output_fired_time: 0.7590427995, propagate_forward_time: 48.5197372437, propagate_backward_time: 62.5065345764, weight_update_time: 0.1770434678, other_time: 2.7734870911
epoch time: 10.1257858276s, input_fired_time: 0.0980411991, output_fired_time: 0.0000000000, propagate_forward_time: 9.5320568085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956874847
validation[          , genome  7111] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       903.52740, best error:       891.06775 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 115.7445831299s, input_fired_time: 0.9283123016, output_fired_time: 0.7525972724, propagate_forward_time: 48.5192031860, propagate_backward_time: 62.7187271118, weight_update_time: 0.1767762601, other_time: 2.8257446289
epoch time: 10.7227525711s, input_fired_time: 0.1074425951, output_fired_time: 0.0000000000, propagate_forward_time: 10.0900239944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5252857208
validation[          , genome  7111] predictions:    9670/  10000 (96.70%), best:    9733/10000 (97.33%), error:      1099.21106, best error:       891.06775 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 115.0877838135s, input_fired_time: 0.9345406294, output_fired_time: 0.7724608183, propagate_forward_time: 48.1686744690, propagate_backward_time: 62.3919258118, weight_update_time: 0.1758876145, other_time: 2.8201866150
epoch time: 10.7335491180s, input_fired_time: 0.0990650281, output_fired_time: 0.0000000000, propagate_forward_time: 10.1033029556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311813354
validation[          , genome  7111] predictions:    9682/  10000 (96.82%), best:    9733/10000 (97.33%), error:      1043.84424, best error:       891.06775 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 115.7978897095s, input_fired_time: 0.9527927041, output_fired_time: 0.7617154121, propagate_forward_time: 48.5321159363, propagate_backward_time: 62.7302398682, weight_update_time: 0.1847446859, other_time: 2.8210296631
epoch time: 10.3393316269s, input_fired_time: 0.0991666168, output_fired_time: 0.0000000000, propagate_forward_time: 9.7397212982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004434586
validation[          , genome  7111] predictions:    9628/  10000 (96.28%), best:    9733/10000 (97.33%), error:      1209.36926, best error:       891.06775 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 116.5425796509s, input_fired_time: 0.9196276665, output_fired_time: 0.7828939557, propagate_forward_time: 48.7091369629, propagate_backward_time: 63.2537879944, weight_update_time: 0.1771016717, other_time: 2.8771400452
epoch time: 10.1316757202s, input_fired_time: 0.0988997966, output_fired_time: 0.0000000000, propagate_forward_time: 9.5397872925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929885864
validation[          , genome  7111] predictions:    9691/  10000 (96.91%), best:    9733/10000 (97.33%), error:       991.15100, best error:       891.06775 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 115.3866271973s, input_fired_time: 0.9337152839, output_fired_time: 0.7637262344, propagate_forward_time: 48.2326393127, propagate_backward_time: 62.6511535645, weight_update_time: 0.1765709370, other_time: 2.8053894043
epoch time: 10.1184635162s, input_fired_time: 0.0991033241, output_fired_time: 0.0000000000, propagate_forward_time: 9.5262746811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930858612
validation[          , genome  7111] predictions:    9672/  10000 (96.72%), best:    9733/10000 (97.33%), error:      1085.29651, best error:       891.06775 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 115.5684814453s, input_fired_time: 0.9432126880, output_fired_time: 0.7682124376, propagate_forward_time: 48.4036369324, propagate_backward_time: 62.6469688416, weight_update_time: 0.1806650162, other_time: 2.8064460754
epoch time: 10.1254777908s, input_fired_time: 0.0976287574, output_fired_time: 0.0000000000, propagate_forward_time: 9.5361309052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917182922
validation[          , genome  7111] predictions:    9713/  10000 (97.13%), best:    9733/10000 (97.33%), error:       913.95258, best error:       891.06775 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 116.3124160767s, input_fired_time: 0.9228621125, output_fired_time: 0.7790815830, propagate_forward_time: 48.7617759705, propagate_backward_time: 63.0175437927, weight_update_time: 0.1812823415, other_time: 2.8311500549
epoch time: 10.5479755402s, input_fired_time: 0.0994579718, output_fired_time: 0.0000000000, propagate_forward_time: 9.9519662857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965515137
validation[          , genome  7111] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       889.67004, best error:       889.67004 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 115.3050308228s, input_fired_time: 0.9273231030, output_fired_time: 0.7637884021, propagate_forward_time: 48.3036384583, propagate_backward_time: 62.4690628052, weight_update_time: 0.1768005937, other_time: 2.8412246704
epoch time: 10.1337490082s, input_fired_time: 0.0989752263, output_fired_time: 0.0000000000, propagate_forward_time: 9.5410032272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937705994
validation[          , genome  7111] predictions:    9660/  10000 (96.60%), best:    9739/10000 (97.39%), error:      1157.73071, best error:       889.67004 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 115.9777374268s, input_fired_time: 0.9634327292, output_fired_time: 0.7519392967, propagate_forward_time: 48.6179885864, propagate_backward_time: 62.8432655334, weight_update_time: 0.1772463471, other_time: 2.8011131287
epoch time: 10.1830329895s, input_fired_time: 0.0987531766, output_fired_time: 0.0000000000, propagate_forward_time: 9.5871667862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971132278
validation[          , genome  7111] predictions:    9688/  10000 (96.88%), best:    9739/10000 (97.39%), error:      1010.04108, best error:       889.67004 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.8370666504s, input_fired_time: 0.9702844620, output_fired_time: 0.7527899742, propagate_forward_time: 48.8922462463, propagate_backward_time: 63.3900604248, weight_update_time: 0.1806064546, other_time: 2.8316802979
epoch time: 10.1732015610s, input_fired_time: 0.0992468148, output_fired_time: 0.0000000000, propagate_forward_time: 9.5714178085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025367737
validation[          , genome  7111] predictions:    9710/  10000 (97.10%), best:    9739/10000 (97.39%), error:       914.70166, best error:       889.67004 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 115.0458679199s, input_fired_time: 0.9393807650, output_fired_time: 0.7625114918, propagate_forward_time: 48.2366752625, propagate_backward_time: 62.3000907898, weight_update_time: 0.1783987731, other_time: 2.8072090149
epoch time: 10.8022594452s, input_fired_time: 0.1077223793, output_fired_time: 0.0000000000, propagate_forward_time: 10.1658658981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286712646
validation[          , genome  7111] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       929.25073, best error:       889.67004 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 115.3986892700s, input_fired_time: 0.9529461265, output_fired_time: 0.7561747432, propagate_forward_time: 48.3238067627, propagate_backward_time: 62.5687904358, weight_update_time: 0.1770486832, other_time: 2.7969703674
epoch time: 10.9024496078s, input_fired_time: 0.1120905578, output_fired_time: 0.0000000000, propagate_forward_time: 10.2100715637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802879333
validation[          , genome  7111] predictions:    9721/  10000 (97.21%), best:    9739/10000 (97.39%), error:       933.40497, best error:       889.67004 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 116.2803115845s, input_fired_time: 0.9429733753, output_fired_time: 0.7648585439, propagate_forward_time: 48.7176017761, propagate_backward_time: 63.0512237549, weight_update_time: 0.1768674254, other_time: 2.8036499023
epoch time: 10.2399768829s, input_fired_time: 0.0997430533, output_fired_time: 0.0000000000, propagate_forward_time: 9.6402196884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000143051
validation[          , genome  7111] predictions:    9717/  10000 (97.17%), best:    9739/10000 (97.39%), error:       922.85950, best error:       889.67004 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 115.4163665771s, input_fired_time: 0.9290554523, output_fired_time: 0.7630149126, propagate_forward_time: 48.3420715332, propagate_backward_time: 62.5846252441, weight_update_time: 0.1884746253, other_time: 2.7975997925
epoch time: 10.2028865814s, input_fired_time: 0.0995139629, output_fired_time: 0.0000000000, propagate_forward_time: 9.6084613800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4949111938
validation[          , genome  7111] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       853.75671, best error:       853.75671 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 115.5155563354s, input_fired_time: 0.9464159608, output_fired_time: 0.7816285491, propagate_forward_time: 48.4507217407, propagate_backward_time: 62.5319061279, weight_update_time: 0.1755944788, other_time: 2.8048782349
epoch time: 10.4360666275s, input_fired_time: 0.0994710401, output_fired_time: 0.0000000000, propagate_forward_time: 9.8446426392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919528961
validation[          , genome  7111] predictions:    9707/  10000 (97.07%), best:    9750/10000 (97.50%), error:       992.77466, best error:       853.75671 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 115.3373794556s, input_fired_time: 0.9615423679, output_fired_time: 0.7670673132, propagate_forward_time: 48.3049507141, propagate_backward_time: 62.4881401062, weight_update_time: 0.1760177314, other_time: 2.8156776428
epoch time: 10.1976785660s, input_fired_time: 0.0997922793, output_fired_time: 0.0000000000, propagate_forward_time: 9.5995225906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983634949
validation[          , genome  7111] predictions:    9644/  10000 (96.44%), best:    9750/10000 (97.50%), error:      1166.39417, best error:       853.75671 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 115.2403411865s, input_fired_time: 0.9428043962, output_fired_time: 0.7537808418, propagate_forward_time: 48.4017219543, propagate_backward_time: 62.3433837891, weight_update_time: 0.1843900084, other_time: 2.7986450195
epoch time: 10.1180973053s, input_fired_time: 0.0989235193, output_fired_time: 0.0000000000, propagate_forward_time: 9.5247516632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944219589
validation[          , genome  7111] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       935.42163, best error:       853.75671 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 116.5895385742s, input_fired_time: 0.9591853023, output_fired_time: 0.7735766172, propagate_forward_time: 48.7805938721, propagate_backward_time: 63.2661743164, weight_update_time: 0.1890039742, other_time: 2.8100128174
epoch time: 10.1990604401s, input_fired_time: 0.1000844389, output_fired_time: 0.0000000000, propagate_forward_time: 9.5988626480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001134872
validation[          , genome  7111] predictions:    9619/  10000 (96.19%), best:    9750/10000 (97.50%), error:      1145.17346, best error:       853.75671 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 114.8867340088s, input_fired_time: 0.9387112260, output_fired_time: 0.7589136362, propagate_forward_time: 48.1181678772, propagate_backward_time: 62.2717742920, weight_update_time: 0.1805119216, other_time: 2.7991638184
epoch time: 10.1510038376s, input_fired_time: 0.1007893011, output_fired_time: 0.0000000000, propagate_forward_time: 9.5498466492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003681183
validation[          , genome  7111] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:       995.87811, best error:       853.75671 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 117.0113601685s, input_fired_time: 0.9638424516, output_fired_time: 0.7838333845, propagate_forward_time: 49.0486145020, propagate_backward_time: 63.3770408630, weight_update_time: 0.1766279787, other_time: 2.8380241394
epoch time: 10.4026842117s, input_fired_time: 0.0997171849, output_fired_time: 0.0000000000, propagate_forward_time: 9.8049535751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980134964
validation[          , genome  7111] predictions:    9690/  10000 (96.90%), best:    9750/10000 (97.50%), error:       968.73596, best error:       853.75671 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 116.9000473022s, input_fired_time: 0.9567574263, output_fired_time: 0.7671399713, propagate_forward_time: 49.0565109253, propagate_backward_time: 63.3247375488, weight_update_time: 0.1767692566, other_time: 2.7948989868
epoch time: 10.7218885422s, input_fired_time: 0.1247442290, output_fired_time: 0.0000000000, propagate_forward_time: 10.0903358459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068082809
validation[          , genome  7111] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       939.77838, best error:       853.75671 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 115.1742935181s, input_fired_time: 0.9386551380, output_fired_time: 0.7545156479, propagate_forward_time: 48.2942314148, propagate_backward_time: 62.4044532776, weight_update_time: 0.1765611023, other_time: 2.7824363708
epoch time: 11.4443426132s, input_fired_time: 0.1092381775, output_fired_time: 0.0000000000, propagate_forward_time: 10.7884569168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466470718
validation[          , genome  7111] predictions:    9711/  10000 (97.11%), best:    9750/10000 (97.50%), error:       910.36298, best error:       853.75671 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.4892730713s, input_fired_time: 0.9595633149, output_fired_time: 0.7522596121, propagate_forward_time: 48.2783050537, propagate_backward_time: 62.7195472717, weight_update_time: 0.1769121289, other_time: 2.7795982361
epoch time: 10.1856803894s, input_fired_time: 0.1007044017, output_fired_time: 0.0000000000, propagate_forward_time: 9.5814180374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035581589
validation[          , genome  7111] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:      1037.32947, best error:       853.75671 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 115.6970901489s, input_fired_time: 0.9573346376, output_fired_time: 0.7790968418, propagate_forward_time: 48.4525680542, propagate_backward_time: 62.7327003479, weight_update_time: 0.1766085476, other_time: 2.7753868103
epoch time: 10.2899866104s, input_fired_time: 0.0999584422, output_fired_time: 0.0000000000, propagate_forward_time: 9.6610708237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289573669
validation[          , genome  7111] predictions:    9653/  10000 (96.53%), best:    9750/10000 (97.50%), error:      1077.04858, best error:       853.75671 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 117.5074996948s, input_fired_time: 0.9442201257, output_fired_time: 0.8029211760, propagate_forward_time: 49.3060913086, propagate_backward_time: 63.6050262451, weight_update_time: 0.1765339077, other_time: 2.8492431641
epoch time: 10.1382818222s, input_fired_time: 0.0999933630, output_fired_time: 0.0000000000, propagate_forward_time: 9.5408601761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974279404
validation[          , genome  7111] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       932.53613, best error:       853.75671 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 115.0035781860s, input_fired_time: 0.9338176250, output_fired_time: 0.7510595322, propagate_forward_time: 48.1430435181, propagate_backward_time: 62.3834571838, weight_update_time: 0.1760969907, other_time: 2.7922019958
epoch time: 10.1382932663s, input_fired_time: 0.1003145054, output_fired_time: 0.0000000000, propagate_forward_time: 9.5426759720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953031540
validation[          , genome  7111] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       948.40533, best error:       853.75671 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 115.4028244019s, input_fired_time: 0.9720356464, output_fired_time: 0.7527042627, propagate_forward_time: 48.3437614441, propagate_backward_time: 62.5395202637, weight_update_time: 0.1774103045, other_time: 2.7947998047
epoch time: 10.1821136475s, input_fired_time: 0.1012375206, output_fired_time: 0.0000000000, propagate_forward_time: 9.5882501602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4926261902
validation[          , genome  7111] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       861.02893, best error:       853.75671 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 115.8150253296s, input_fired_time: 0.9505158067, output_fired_time: 0.7769829035, propagate_forward_time: 48.4784774780, propagate_backward_time: 62.7859077454, weight_update_time: 0.1881815791, other_time: 2.8231391907
epoch time: 10.3801116943s, input_fired_time: 0.1027999446, output_fired_time: 0.0000000000, propagate_forward_time: 9.7639055252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134057999
validation[          , genome  7111] predictions:    9705/  10000 (97.05%), best:    9750/10000 (97.50%), error:       945.58801, best error:       853.75671 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 116.1572341919s, input_fired_time: 0.9605336785, output_fired_time: 0.7572403550, propagate_forward_time: 48.7803535461, propagate_backward_time: 62.8727416992, weight_update_time: 0.1765621006, other_time: 2.7863616943
epoch time: 10.2594709396s, input_fired_time: 0.1010087803, output_fired_time: 0.0000000000, propagate_forward_time: 9.6583023071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001602173
validation[          , genome  7111] predictions:    9693/  10000 (96.93%), best:    9750/10000 (97.50%), error:       982.42285, best error:       853.75671 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 116.6792373657s, input_fired_time: 0.9723085165, output_fired_time: 0.7547649741, propagate_forward_time: 49.0060386658, propagate_backward_time: 63.1415824890, weight_update_time: 0.1772266775, other_time: 2.8045387268
epoch time: 10.4218177795s, input_fired_time: 0.1011320055, output_fired_time: 0.0000000000, propagate_forward_time: 9.8013868332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192985535
validation[          , genome  7111] predictions:    9727/  10000 (97.27%), best:    9750/10000 (97.50%), error:       928.50909, best error:       853.75671 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 115.4940948486s, input_fired_time: 0.9314914346, output_fired_time: 0.7630439997, propagate_forward_time: 48.3786201477, propagate_backward_time: 62.5931777954, weight_update_time: 0.1798280030, other_time: 2.8277664185
epoch time: 10.6231355667s, input_fired_time: 0.1019743010, output_fired_time: 0.0000000000, propagate_forward_time: 9.9846153259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365457535
validation[          , genome  7111] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       902.56573, best error:       853.75671 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 115.3742980957s, input_fired_time: 0.9378931522, output_fired_time: 0.7691429853, propagate_forward_time: 48.3686943054, propagate_backward_time: 62.4801254272, weight_update_time: 0.1766382307, other_time: 2.8184432983
epoch time: 10.2966060638s, input_fired_time: 0.1195111498, output_fired_time: 0.0000000000, propagate_forward_time: 9.6773881912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997062683
validation[          , genome  7111] predictions:    9698/  10000 (96.98%), best:    9750/10000 (97.50%), error:       979.32471, best error:       853.75671 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.9128875732s, input_fired_time: 0.9562241435, output_fired_time: 0.7679468989, propagate_forward_time: 48.5290222168, propagate_backward_time: 62.8438491821, weight_update_time: 0.1809741855, other_time: 2.8158493042
epoch time: 10.2063350677s, input_fired_time: 0.1029832289, output_fired_time: 0.0000000000, propagate_forward_time: 9.6049098969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984416962
validation[          , genome  7111] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:       984.31903, best error:       853.75671 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.5121917725s, input_fired_time: 0.9441367388, output_fired_time: 0.7848779559, propagate_forward_time: 48.3201217651, propagate_backward_time: 62.6653671265, weight_update_time: 0.1823565364, other_time: 2.7976837158
epoch time: 10.2328386307s, input_fired_time: 0.1004050225, output_fired_time: 0.0000000000, propagate_forward_time: 9.6364717484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959621429
validation[          , genome  7111] predictions:    9685/  10000 (96.85%), best:    9750/10000 (97.50%), error:      1016.09448, best error:       853.75671 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 116.4607162476s, input_fired_time: 0.9613822103, output_fired_time: 0.7635853291, propagate_forward_time: 48.7304878235, propagate_backward_time: 63.2032852173, weight_update_time: 0.1789350659, other_time: 2.8019790649
epoch time: 10.4524288177s, input_fired_time: 0.1005313694, output_fired_time: 0.0000000000, propagate_forward_time: 9.8487796783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031175613
validation[          , genome  7111] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       934.73975, best error:       853.75671 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 114.6720275879s, input_fired_time: 0.9328292608, output_fired_time: 0.7525182962, propagate_forward_time: 48.0880699158, propagate_backward_time: 62.1270141602, weight_update_time: 0.1762729138, other_time: 2.7715911865
epoch time: 10.1194438934s, input_fired_time: 0.1008509994, output_fired_time: 0.0000000000, propagate_forward_time: 9.5252952576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932975769
validation[          , genome  7111] predictions:    9703/  10000 (97.03%), best:    9750/10000 (97.50%), error:       919.82025, best error:       853.75671 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 115.1767044067s, input_fired_time: 0.9420819879, output_fired_time: 0.7723577619, propagate_forward_time: 48.3211479187, propagate_backward_time: 62.3536453247, weight_update_time: 0.1768199801, other_time: 2.7874679565
epoch time: 10.1942558289s, input_fired_time: 0.1007846966, output_fired_time: 0.0000000000, propagate_forward_time: 9.5981407166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953308105
validation[          , genome  7111] predictions:    9712/  10000 (97.12%), best:    9750/10000 (97.50%), error:       932.82727, best error:       853.75671 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 115.0362472534s, input_fired_time: 0.9422214627, output_fired_time: 0.7508803606, propagate_forward_time: 48.1892051697, propagate_backward_time: 62.3646850586, weight_update_time: 0.1770187318, other_time: 2.7892608643
epoch time: 10.1505537033s, input_fired_time: 0.1015012562, output_fired_time: 0.0000000000, propagate_forward_time: 9.5390672684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5099849701
validation[          , genome  7111] predictions:    9708/  10000 (97.08%), best:    9750/10000 (97.50%), error:       943.36890, best error:       853.75671 on epoch:    76, 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: 51.9034652710s, input_fired_time: 0.5049487352, output_fired_time: 0.0000000000, propagate_forward_time: 48.7788581848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6196594238
best training[          , genome  7111] predictions:   49603/  50000 (99.21%), best:    9750/10000 (97.50%), error:      1752.88647, best error:       853.75671 on epoch:    76, 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: 10.3226661682s, input_fired_time: 0.0992846712, output_fired_time: 0.0000000000, propagate_forward_time: 9.7163934708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069875717
   testing[          , genome  7111] predictions:    9759/  10000 (97.59%), best:    9750/10000 (97.50%), error:       841.00885, best error:       853.75671 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:28:52 (32574): called boinc_finish(0)

</stderr_txt>
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