Nameexact_genome_1512568488_45_3104_1
Workunit2586791
Created7 Dec 2017, 3:06:27 UTC
Sent7 Dec 2017, 3:07:12 UTC
Report deadline9 Dec 2017, 6:57:55 UTC
Received7 Dec 2017, 23:43:14 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time55 min 2 sec
CPU time54 min 58 sec
Validate stateValid
Credit540.06
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.98 MB
Peak swap size150.54 MB
Peak disk usage0.97 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 30.1734046936s, input_fired_time: 0.2295668423, output_fired_time: 0.1566604674, propagate_forward_time: 12.0721836090, propagate_backward_time: 16.2376098633, weight_update_time: 0.0699328110, other_time: 1.4773845673
epoch time: 2.7510564327s, input_fired_time: 0.0255906936, output_fired_time: 0.0000000000, propagate_forward_time: 2.4632947445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621710300
validation[          , genome  3104] predictions:    9431/  10000 (94.31%), best:    9445/10000 (94.45%), error:      1848.43774, best error:      1820.63025 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 27.3443813324s, input_fired_time: 0.2157718092, output_fired_time: 0.1449895948, propagate_forward_time: 10.9103174210, propagate_backward_time: 14.7232532501, weight_update_time: 0.0623003766, other_time: 1.3500499725
epoch time: 2.4675350189s, input_fired_time: 0.0229951311, output_fired_time: 0.0000000000, propagate_forward_time: 2.2079429626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365968227
validation[          , genome  3104] predictions:    9443/  10000 (94.43%), best:    9445/10000 (94.45%), error:      1835.50061, best error:      1820.63025 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 32.9104995728s, input_fired_time: 0.2420433462, output_fired_time: 0.1695165336, propagate_forward_time: 13.2333822250, propagate_backward_time: 17.6789817810, weight_update_time: 0.0751342252, other_time: 1.5865745544
epoch time: 2.7440009117s, input_fired_time: 0.0258707143, output_fired_time: 0.0000000000, propagate_forward_time: 2.4560995102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620306015
validation[          , genome  3104] predictions:    9476/  10000 (94.76%), best:    9476/10000 (94.76%), error:      1782.72607, best error:      1782.72607 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 36.7429389954s, input_fired_time: 0.2608299553, output_fired_time: 0.1874403208, propagate_forward_time: 14.8402633667, propagate_backward_time: 19.7034645081, weight_update_time: 0.0840718225, other_time: 1.7509422302
epoch time: 3.4401059151s, input_fired_time: 0.0314995386, output_fired_time: 0.0000000000, propagate_forward_time: 3.0875847340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210215569
validation[          , genome  3104] predictions:    9485/  10000 (94.85%), best:    9485/10000 (94.85%), error:      1712.50378, best error:      1712.50378 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 29.9018974304s, input_fired_time: 0.2279108912, output_fired_time: 0.1562432349, propagate_forward_time: 11.9831762314, propagate_backward_time: 16.0789852142, weight_update_time: 0.0677421242, other_time: 1.4555835724
epoch time: 2.3909783363s, input_fired_time: 0.0235689711, output_fired_time: 0.0000000000, propagate_forward_time: 2.1304020882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2370073795
validation[          , genome  3104] predictions:    9449/  10000 (94.49%), best:    9485/10000 (94.85%), error:      1766.26538, best error:      1712.50378 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 31.0227947235s, input_fired_time: 0.2336293012, output_fired_time: 0.1616317481, propagate_forward_time: 12.4548311234, propagate_backward_time: 16.6730747223, weight_update_time: 0.0702109560, other_time: 1.4996280670
epoch time: 2.3875963688s, input_fired_time: 0.0228383876, output_fired_time: 0.0000000000, propagate_forward_time: 2.1359686852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2287893295
validation[          , genome  3104] predictions:    9439/  10000 (94.39%), best:    9485/10000 (94.85%), error:      1765.23999, best error:      1712.50378 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 33.6131248474s, input_fired_time: 0.2481856942, output_fired_time: 0.1728188992, propagate_forward_time: 13.5506763458, propagate_backward_time: 18.0115184784, weight_update_time: 0.0774896219, other_time: 1.6299285889
epoch time: 3.3245744705s, input_fired_time: 0.0298950877, output_fired_time: 0.0000000000, propagate_forward_time: 2.9849908352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096885681
validation[          , genome  3104] predictions:    9480/  10000 (94.80%), best:    9480/10000 (94.80%), error:      1679.63733, best error:      1679.63733 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 29.8532371521s, input_fired_time: 0.2296829820, output_fired_time: 0.1565931141, propagate_forward_time: 11.9637680054, propagate_backward_time: 16.0419464111, weight_update_time: 0.0681123137, other_time: 1.4612464905
epoch time: 2.3707287312s, input_fired_time: 0.0234837122, output_fired_time: 0.0000000000, propagate_forward_time: 2.1156373024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2316076756
validation[          , genome  3104] predictions:    9476/  10000 (94.76%), best:    9480/10000 (94.80%), error:      1716.88159, best error:      1679.63733 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 29.2436046600s, input_fired_time: 0.2276980728, output_fired_time: 0.1547650993, propagate_forward_time: 11.6995840073, propagate_backward_time: 15.7169733047, weight_update_time: 0.0671684593, other_time: 1.4445867538
epoch time: 3.4515278339s, input_fired_time: 0.0308728032, output_fired_time: 0.0000000000, propagate_forward_time: 3.0988349915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218200207
validation[          , genome  3104] predictions:    9447/  10000 (94.47%), best:    9480/10000 (94.80%), error:      1782.96436, best error:      1679.63733 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 27.3693027496s, input_fired_time: 0.2191008925, output_fired_time: 0.1455087662, propagate_forward_time: 10.9649868011, propagate_backward_time: 14.6712045670, weight_update_time: 0.0631443933, other_time: 1.3685007095
epoch time: 2.9501788616s, input_fired_time: 0.0306759924, output_fired_time: 0.0000000000, propagate_forward_time: 2.6421248913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2773780823
validation[          , genome  3104] predictions:    9482/  10000 (94.82%), best:    9480/10000 (94.80%), error:      1752.83423, best error:      1679.63733 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 31.5602645874s, input_fired_time: 0.2351079583, output_fired_time: 0.1630163938, propagate_forward_time: 12.6648664474, propagate_backward_time: 16.9703140259, weight_update_time: 0.0712398142, other_time: 1.5269584656
epoch time: 3.3708522320s, input_fired_time: 0.0304072015, output_fired_time: 0.0000000000, propagate_forward_time: 3.0250785351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153665066
validation[          , genome  3104] predictions:    9475/  10000 (94.75%), best:    9480/10000 (94.80%), error:      1704.49451, best error:      1679.63733 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 35.1981658936s, input_fired_time: 0.2535754144, output_fired_time: 0.1913282424, propagate_forward_time: 14.1836061478, propagate_backward_time: 18.8646278381, weight_update_time: 0.0800965875, other_time: 1.7050285339
epoch time: 3.4435479641s, input_fired_time: 0.0308826733, output_fired_time: 0.0000000000, propagate_forward_time: 3.0924415588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202238083
validation[          , genome  3104] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1645.25354, best error:      1645.25354 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 34.0796661377s, input_fired_time: 0.2507045269, output_fired_time: 0.1757294834, propagate_forward_time: 13.7232799530, propagate_backward_time: 18.2846679688, weight_update_time: 0.0777272061, other_time: 1.6452846527
epoch time: 3.1691832542s, input_fired_time: 0.0294841751, output_fired_time: 0.0000000000, propagate_forward_time: 2.8411824703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985165119
validation[          , genome  3104] predictions:    9496/  10000 (94.96%), best:    9475/10000 (94.75%), error:      1732.89771, best error:      1645.25354 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 34.0997352600s, input_fired_time: 0.2519994378, output_fired_time: 0.1753409505, propagate_forward_time: 13.7127876282, propagate_backward_time: 18.3057842255, weight_update_time: 0.0773065537, other_time: 1.6538219452
epoch time: 3.0212357044s, input_fired_time: 0.0284708291, output_fired_time: 0.0000000000, propagate_forward_time: 2.7037870884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889778614
validation[          , genome  3104] predictions:    9447/  10000 (94.47%), best:    9475/10000 (94.75%), error:      1764.46912, best error:      1645.25354 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 30.9653263092s, input_fired_time: 0.2369632572, output_fired_time: 0.1622098982, propagate_forward_time: 12.3997220993, propagate_backward_time: 16.6463642120, weight_update_time: 0.0704360008, other_time: 1.5200672150
epoch time: 2.6003997326s, input_fired_time: 0.0250202063, output_fired_time: 0.0000000000, propagate_forward_time: 2.3225834370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527961731
validation[          , genome  3104] predictions:    9370/  10000 (93.70%), best:    9475/10000 (94.75%), error:      2035.03455, best error:      1645.25354 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 30.1831893921s, input_fired_time: 0.2405341864, output_fired_time: 0.1587918997, propagate_forward_time: 12.1195926666, propagate_backward_time: 16.2026500702, weight_update_time: 0.0687506124, other_time: 1.4616203308
epoch time: 2.7688724995s, input_fired_time: 0.0265511554, output_fired_time: 0.0000000000, propagate_forward_time: 2.4768602848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654609680
validation[          , genome  3104] predictions:    9471/  10000 (94.71%), best:    9475/10000 (94.75%), error:      1652.14514, best error:      1645.25354 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 35.2552490234s, input_fired_time: 0.2611652315, output_fired_time: 0.1802450120, propagate_forward_time: 14.2023077011, propagate_backward_time: 18.9351615906, weight_update_time: 0.0792521238, other_time: 1.6763687134
epoch time: 2.9741191864s, input_fired_time: 0.0278548431, output_fired_time: 0.0000000000, propagate_forward_time: 2.6647946835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2814695835
validation[          , genome  3104] predictions:    9485/  10000 (94.85%), best:    9475/10000 (94.75%), error:      1680.06042, best error:      1645.25354 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 34.3575935364s, input_fired_time: 0.2519050837, output_fired_time: 0.1760056317, propagate_forward_time: 13.8432846069, propagate_backward_time: 18.4519042969, weight_update_time: 0.0767778009, other_time: 1.6344947815
epoch time: 3.1209325790s, input_fired_time: 0.0288897995, output_fired_time: 0.0000000000, propagate_forward_time: 2.7990744114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929682732
validation[          , genome  3104] predictions:    9462/  10000 (94.62%), best:    9475/10000 (94.75%), error:      1741.27063, best error:      1645.25354 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 36.3310699463s, input_fired_time: 0.2614282072, output_fired_time: 0.1907312274, propagate_forward_time: 14.6662769318, propagate_backward_time: 19.4879875183, weight_update_time: 0.0811001360, other_time: 1.7246456146
epoch time: 2.9792635441s, input_fired_time: 0.0283019710, output_fired_time: 0.0000000000, propagate_forward_time: 2.6690993309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818622589
validation[          , genome  3104] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1643.03955, best error:      1643.03955 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 30.2338695526s, input_fired_time: 0.2418481559, output_fired_time: 0.1581262052, propagate_forward_time: 12.1871490479, propagate_backward_time: 16.1775455475, weight_update_time: 0.0687770173, other_time: 1.4692001343
epoch time: 2.6772191525s, input_fired_time: 0.0256038960, output_fired_time: 0.0000000000, propagate_forward_time: 2.3974063396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542088032
validation[          , genome  3104] predictions:    9443/  10000 (94.43%), best:    9490/10000 (94.90%), error:      1837.01965, best error:      1643.03955 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 30.1486034393s, input_fired_time: 0.2315880656, output_fired_time: 0.1618483365, propagate_forward_time: 12.0825443268, propagate_backward_time: 16.2203254700, weight_update_time: 0.0677928329, other_time: 1.4522972107
epoch time: 2.9960596561s, input_fired_time: 0.0279754158, output_fired_time: 0.0000000000, propagate_forward_time: 2.6864349842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816493511
validation[          , genome  3104] predictions:    9496/  10000 (94.96%), best:    9490/10000 (94.90%), error:      1672.61707, best error:      1643.03955 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 30.9390335083s, input_fired_time: 0.2345421463, output_fired_time: 0.1669187546, propagate_forward_time: 12.4522562027, propagate_backward_time: 16.6097450256, weight_update_time: 0.0683709756, other_time: 1.4755706787
epoch time: 3.2898015976s, input_fired_time: 0.0305015408, output_fired_time: 0.0000000000, propagate_forward_time: 2.9520947933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072052002
validation[          , genome  3104] predictions:    9473/  10000 (94.73%), best:    9490/10000 (94.90%), error:      1667.73694, best error:      1643.03955 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 35.6459312439s, input_fired_time: 0.2557565570, output_fired_time: 0.1828817576, propagate_forward_time: 14.3801021576, propagate_backward_time: 19.1525096893, weight_update_time: 0.0788126662, other_time: 1.6746826172
epoch time: 3.1532857418s, input_fired_time: 0.0291086901, output_fired_time: 0.0000000000, propagate_forward_time: 2.8296983242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944786549
validation[          , genome  3104] predictions:    9502/  10000 (95.02%), best:    9490/10000 (94.90%), error:      1661.16565, best error:      1643.03955 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 26.2956600189s, input_fired_time: 0.2151453793, output_fired_time: 0.1416975558, propagate_forward_time: 10.4617910385, propagate_backward_time: 14.1836824417, weight_update_time: 0.0588913634, other_time: 1.2933444977
epoch time: 2.4070913792s, input_fired_time: 0.0233818553, output_fired_time: 0.0000000000, propagate_forward_time: 2.1471364498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365729809
validation[          , genome  3104] predictions:    9440/  10000 (94.40%), best:    9490/10000 (94.90%), error:      1809.84888, best error:      1643.03955 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 27.3165206909s, input_fired_time: 0.2188238949, output_fired_time: 0.1458625793, propagate_forward_time: 10.9362792969, propagate_backward_time: 14.6908044815, weight_update_time: 0.0607937537, other_time: 1.3247499466
epoch time: 2.3707833290s, input_fired_time: 0.0231421590, output_fired_time: 0.0000000000, propagate_forward_time: 2.1194369793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2282042503
validation[          , genome  3104] predictions:    9434/  10000 (94.34%), best:    9490/10000 (94.90%), error:      1829.14685, best error:      1643.03955 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 27.5607318878s, input_fired_time: 0.2215656340, output_fired_time: 0.1482761204, propagate_forward_time: 11.0529308319, propagate_backward_time: 14.7813653946, weight_update_time: 0.0612415671, other_time: 1.3565950394
epoch time: 2.4192187786s, input_fired_time: 0.0232823193, output_fired_time: 0.0000000000, propagate_forward_time: 2.1622447968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336916924
validation[          , genome  3104] predictions:    9456/  10000 (94.56%), best:    9490/10000 (94.90%), error:      1763.82690, best error:      1643.03955 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 27.6133022308s, input_fired_time: 0.2203011066, output_fired_time: 0.1466147602, propagate_forward_time: 11.0467214584, propagate_backward_time: 14.8544912338, weight_update_time: 0.0617939942, other_time: 1.3451738358
epoch time: 2.4943699837s, input_fired_time: 0.0241923016, output_fired_time: 0.0000000000, propagate_forward_time: 2.2317404747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2384371758
validation[          , genome  3104] predictions:    9467/  10000 (94.67%), best:    9490/10000 (94.90%), error:      1720.17358, best error:      1643.03955 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 26.4855213165s, input_fired_time: 0.2147312611, output_fired_time: 0.1423823088, propagate_forward_time: 10.5761260986, propagate_backward_time: 14.2633123398, weight_update_time: 0.0592080466, other_time: 1.2889699936
epoch time: 2.3665275574s, input_fired_time: 0.0230665933, output_fired_time: 0.0000000000, propagate_forward_time: 2.1173942089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2260668278
validation[          , genome  3104] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1610.24219, best error:      1610.24219 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 26.8904037476s, input_fired_time: 0.2167526484, output_fired_time: 0.1441747844, propagate_forward_time: 10.7189779282, propagate_backward_time: 14.5088586807, weight_update_time: 0.0598905645, other_time: 1.3016395569
epoch time: 2.3448998928s, input_fired_time: 0.0229531713, output_fired_time: 0.0000000000, propagate_forward_time: 2.0971825123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2247641087
validation[          , genome  3104] predictions:    9474/  10000 (94.74%), best:    9519/10000 (95.19%), error:      1671.62427, best error:      1610.24219 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 27.6586208344s, input_fired_time: 0.2205417156, output_fired_time: 0.1473623812, propagate_forward_time: 11.0611238480, propagate_backward_time: 14.8877286911, weight_update_time: 0.0616795197, other_time: 1.3418664932
epoch time: 2.3491864204s, input_fired_time: 0.0227345861, output_fired_time: 0.0000000000, propagate_forward_time: 2.0987648964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2276868820
validation[          , genome  3104] predictions:    9443/  10000 (94.43%), best:    9519/10000 (95.19%), error:      1824.66492, best error:      1610.24219 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 26.6728229523s, input_fired_time: 0.2160308808, output_fired_time: 0.1436709911, propagate_forward_time: 10.6585397720, propagate_backward_time: 14.3616104126, weight_update_time: 0.0593842715, other_time: 1.2929716110
epoch time: 2.4623360634s, input_fired_time: 0.0239290297, output_fired_time: 0.0000000000, propagate_forward_time: 2.2032122612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2351946831
validation[          , genome  3104] predictions:    9486/  10000 (94.86%), best:    9519/10000 (95.19%), error:      1671.55640, best error:      1610.24219 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 26.7422618866s, input_fired_time: 0.2175978273, output_fired_time: 0.1427820325, propagate_forward_time: 10.7025518417, propagate_backward_time: 14.3669281006, weight_update_time: 0.0602127351, other_time: 1.3124017715
epoch time: 2.3238849640s, input_fired_time: 0.0230520945, output_fired_time: 0.0000000000, propagate_forward_time: 2.0776431561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2231898308
validation[          , genome  3104] predictions:    9471/  10000 (94.71%), best:    9519/10000 (95.19%), error:      1722.93225, best error:      1610.24219 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 26.5314292908s, input_fired_time: 0.2170519382, output_fired_time: 0.1436072290, propagate_forward_time: 10.6200904846, propagate_backward_time: 14.2604579926, weight_update_time: 0.0588520430, other_time: 1.2902202606
epoch time: 2.4489979744s, input_fired_time: 0.0238646977, output_fired_time: 0.0000000000, propagate_forward_time: 2.1879689693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371642590
validation[          , genome  3104] predictions:    9467/  10000 (94.67%), best:    9519/10000 (95.19%), error:      1734.59851, best error:      1610.24219 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 26.6020011902s, input_fired_time: 0.2160611600, output_fired_time: 0.1425826252, propagate_forward_time: 10.5975732803, propagate_backward_time: 14.3479452133, weight_update_time: 0.0593869500, other_time: 1.2978401184
epoch time: 2.4345028400s, input_fired_time: 0.0237017293, output_fired_time: 0.0000000000, propagate_forward_time: 2.1754331589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2353680134
validation[          , genome  3104] predictions:    9462/  10000 (94.62%), best:    9519/10000 (95.19%), error:      1753.52222, best error:      1610.24219 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 26.6059551239s, input_fired_time: 0.2168087810, output_fired_time: 0.1430356503, propagate_forward_time: 10.6126518250, propagate_backward_time: 14.3398857117, weight_update_time: 0.0590398647, other_time: 1.2935733795
epoch time: 2.4953453541s, input_fired_time: 0.0246752594, output_fired_time: 0.0000000000, propagate_forward_time: 2.2296025753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2410674095
validation[          , genome  3104] predictions:    9451/  10000 (94.51%), best:    9519/10000 (95.19%), error:      1787.02502, best error:      1610.24219 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 27.8728904724s, input_fired_time: 0.2225911617, output_fired_time: 0.1482105851, propagate_forward_time: 11.1363430023, propagate_backward_time: 15.0167646408, weight_update_time: 0.0622780547, other_time: 1.3489809036
epoch time: 2.3140599728s, input_fired_time: 0.0233177021, output_fired_time: 0.0000000000, propagate_forward_time: 2.0636212826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2271208763
validation[          , genome  3104] predictions:    9466/  10000 (94.66%), best:    9519/10000 (95.19%), error:      1735.15808, best error:      1610.24219 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 31.2826690674s, input_fired_time: 0.2382534593, output_fired_time: 0.1633483768, propagate_forward_time: 12.5708465576, propagate_backward_time: 16.8143539429, weight_update_time: 0.0697281063, other_time: 1.4958667755
epoch time: 2.3754570484s, input_fired_time: 0.0233942904, output_fired_time: 0.0000000000, propagate_forward_time: 2.1231601238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2289025784
validation[          , genome  3104] predictions:    9501/  10000 (95.01%), best:    9501/10000 (95.01%), error:      1606.25696, best error:      1606.25696 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 26.8187732697s, input_fired_time: 0.2195055038, output_fired_time: 0.1429929286, propagate_forward_time: 10.6946144104, propagate_backward_time: 14.4498844147, weight_update_time: 0.0602881424, other_time: 1.3117771149
epoch time: 3.4439942837s, input_fired_time: 0.0313805193, output_fired_time: 0.0000000000, propagate_forward_time: 3.0939443111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186695576
validation[          , genome  3104] predictions:    9525/  10000 (95.25%), best:    9525/10000 (95.25%), error:      1555.36621, best error:      1555.36621 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 30.1861972809s, input_fired_time: 0.2345434725, output_fired_time: 0.1583498567, propagate_forward_time: 12.0654582977, propagate_backward_time: 16.2694740295, weight_update_time: 0.0679003671, other_time: 1.4583721161
epoch time: 2.3326961994s, input_fired_time: 0.0233975984, output_fired_time: 0.0000000000, propagate_forward_time: 2.0849077702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2243907452
validation[          , genome  3104] predictions:    9501/  10000 (95.01%), best:    9525/10000 (95.25%), error:      1647.55029, best error:      1555.36621 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 26.9887962341s, input_fired_time: 0.2200171351, output_fired_time: 0.1447408795, propagate_forward_time: 10.7587852478, propagate_backward_time: 14.5513477325, weight_update_time: 0.0602151677, other_time: 1.3139057159
epoch time: 2.3740549088s, input_fired_time: 0.0234147254, output_fired_time: 0.0000000000, propagate_forward_time: 2.1200284958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306118011
validation[          , genome  3104] predictions:    9459/  10000 (94.59%), best:    9525/10000 (95.25%), error:      1758.52625, best error:      1555.36621 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 27.0436382294s, input_fired_time: 0.2204661667, output_fired_time: 0.1453234255, propagate_forward_time: 10.8101186752, propagate_backward_time: 14.5560665131, weight_update_time: 0.0601457320, other_time: 1.3116636276
epoch time: 2.4218013287s, input_fired_time: 0.0240826271, output_fired_time: 0.0000000000, propagate_forward_time: 2.1665511131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2311675549
validation[          , genome  3104] predictions:    9450/  10000 (94.50%), best:    9525/10000 (95.25%), error:      1803.63379, best error:      1555.36621 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 26.7745018005s, input_fired_time: 0.2197041512, output_fired_time: 0.1428692639, propagate_forward_time: 10.7073526382, propagate_backward_time: 14.3934888840, weight_update_time: 0.0597941168, other_time: 1.3110866547
epoch time: 2.3113801479s, input_fired_time: 0.0233163722, output_fired_time: 0.0000000000, propagate_forward_time: 2.0647885799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2232751846
validation[          , genome  3104] predictions:    9461/  10000 (94.61%), best:    9525/10000 (95.25%), error:      1749.44287, best error:      1555.36621 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 27.0716381073s, input_fired_time: 0.2205621749, output_fired_time: 0.1445784271, propagate_forward_time: 10.8562211990, propagate_backward_time: 14.5280113220, weight_update_time: 0.0607593171, other_time: 1.3222646713
epoch time: 2.4841456413s, input_fired_time: 0.0245222971, output_fired_time: 0.0000000000, propagate_forward_time: 2.2227661610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2368571758
validation[          , genome  3104] predictions:    9490/  10000 (94.90%), best:    9525/10000 (95.25%), error:      1639.44470, best error:      1555.36621 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 27.1296634674s, input_fired_time: 0.2214840949, output_fired_time: 0.1448021531, propagate_forward_time: 10.8487138748, propagate_backward_time: 14.5942850113, weight_update_time: 0.0606195554, other_time: 1.3203792572
epoch time: 2.4738802910s, input_fired_time: 0.0245149136, output_fired_time: 0.0000000000, propagate_forward_time: 2.2108478546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2385175228
validation[          , genome  3104] predictions:    9474/  10000 (94.74%), best:    9525/10000 (95.25%), error:      1690.36536, best error:      1555.36621 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 34.9897842407s, input_fired_time: 0.2562778294, output_fired_time: 0.1788962036, propagate_forward_time: 14.1283388138, propagate_backward_time: 18.7765026093, weight_update_time: 0.0778180510, other_time: 1.6497669220
epoch time: 3.4110550880s, input_fired_time: 0.0315705761, output_fired_time: 0.0000000000, propagate_forward_time: 3.0629413128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165431023
validation[          , genome  3104] predictions:    9509/  10000 (95.09%), best:    9525/10000 (95.25%), error:      1574.65649, best error:      1555.36621 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 31.4159564972s, input_fired_time: 0.2421616167, output_fired_time: 0.1636909544, propagate_forward_time: 12.6587810516, propagate_backward_time: 16.8567390442, weight_update_time: 0.0699046254, other_time: 1.4945850372
epoch time: 2.3901910782s, input_fired_time: 0.0239912122, output_fired_time: 0.0000000000, propagate_forward_time: 2.1375093460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2286906242
validation[          , genome  3104] predictions:    9495/  10000 (94.95%), best:    9525/10000 (95.25%), error:      1612.66077, best error:      1555.36621 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 26.1864662170s, input_fired_time: 0.2170050442, output_fired_time: 0.1409234107, propagate_forward_time: 10.4107303619, propagate_backward_time: 14.1389989853, weight_update_time: 0.0587138943, other_time: 1.2788095474
epoch time: 2.3956813812s, input_fired_time: 0.0237742905, output_fired_time: 0.0000000000, propagate_forward_time: 2.1412479877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306590080
validation[          , genome  3104] predictions:    9486/  10000 (94.86%), best:    9525/10000 (95.25%), error:      1623.06970, best error:      1555.36621 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 27.6280956268s, input_fired_time: 0.2234107256, output_fired_time: 0.1469710171, propagate_forward_time: 11.0512847900, propagate_backward_time: 14.8598747253, weight_update_time: 0.0621622168, other_time: 1.3465538025
epoch time: 2.4175281525s, input_fired_time: 0.0241722837, output_fired_time: 0.0000000000, propagate_forward_time: 2.1594507694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2339050770
validation[          , genome  3104] predictions:    9503/  10000 (95.03%), best:    9525/10000 (95.25%), error:      1660.43457, best error:      1555.36621 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 28.8349380493s, input_fired_time: 0.2299814075, output_fired_time: 0.1534543335, propagate_forward_time: 11.5636196136, propagate_backward_time: 15.4856595993, weight_update_time: 0.0646147802, other_time: 1.4022245407
epoch time: 3.4536087513s, input_fired_time: 0.0319408514, output_fired_time: 0.0000000000, propagate_forward_time: 3.1012895107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203783035
validation[          , genome  3104] predictions:    9503/  10000 (95.03%), best:    9525/10000 (95.25%), error:      1591.30347, best error:      1555.36621 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 30.5613956451s, input_fired_time: 0.2385882437, output_fired_time: 0.1601124108, propagate_forward_time: 12.2780857086, propagate_backward_time: 16.4120502472, weight_update_time: 0.0678550526, other_time: 1.4725589752
epoch time: 2.3315463066s, input_fired_time: 0.0240419786, output_fired_time: 0.0000000000, propagate_forward_time: 2.0818138123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2256906033
validation[          , genome  3104] predictions:    9481/  10000 (94.81%), best:    9525/10000 (95.25%), error:      1650.90955, best error:      1555.36621 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 28.4028968811s, input_fired_time: 0.2285813093, output_fired_time: 0.1508635283, propagate_forward_time: 11.3815984726, propagate_backward_time: 15.2604913712, weight_update_time: 0.0633478165, other_time: 1.3813619614
epoch time: 2.3389706612s, input_fired_time: 0.0239693895, output_fired_time: 0.0000000000, propagate_forward_time: 2.0874733925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2275278568
validation[          , genome  3104] predictions:    9489/  10000 (94.89%), best:    9525/10000 (95.25%), error:      1629.72839, best error:      1555.36621 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 30.7074356079s, input_fired_time: 0.2387636453, output_fired_time: 0.1605376005, propagate_forward_time: 12.3021726608, propagate_backward_time: 16.5271949768, weight_update_time: 0.0697047263, other_time: 1.4787673950
epoch time: 2.5977904797s, input_fired_time: 0.0256928932, output_fired_time: 0.0000000000, propagate_forward_time: 2.3222260475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2498714924
validation[          , genome  3104] predictions:    9492/  10000 (94.92%), best:    9525/10000 (95.25%), error:      1694.13843, best error:      1555.36621 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 27.5517406464s, input_fired_time: 0.2242727280, output_fired_time: 0.1474060714, propagate_forward_time: 11.0341978073, propagate_backward_time: 14.8114118576, weight_update_time: 0.0620137602, other_time: 1.3344545364
epoch time: 2.3675379753s, input_fired_time: 0.0237052925, output_fired_time: 0.0000000000, propagate_forward_time: 2.1141896248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2296431065
validation[          , genome  3104] predictions:    9434/  10000 (94.34%), best:    9525/10000 (95.25%), error:      1739.49048, best error:      1555.36621 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 28.3151435852s, input_fired_time: 0.2279615104, output_fired_time: 0.1500152647, propagate_forward_time: 11.3259229660, propagate_backward_time: 15.2145566940, weight_update_time: 0.0628919154, other_time: 1.3966875076
epoch time: 2.3007941246s, input_fired_time: 0.0235010646, output_fired_time: 0.0000000000, propagate_forward_time: 2.0552554131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2220375538
validation[          , genome  3104] predictions:    9441/  10000 (94.41%), best:    9525/10000 (95.25%), error:      1826.70105, best error:      1555.36621 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 26.7477188110s, input_fired_time: 0.2211609185, output_fired_time: 0.1435713321, propagate_forward_time: 10.7013015747, propagate_backward_time: 14.3592834473, weight_update_time: 0.0596396364, other_time: 1.3224010468
epoch time: 2.3033010960s, input_fired_time: 0.0238519832, output_fired_time: 0.0000000000, propagate_forward_time: 2.0514986515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2279505730
validation[          , genome  3104] predictions:    9436/  10000 (94.36%), best:    9525/10000 (95.25%), error:      1770.66748, best error:      1555.36621 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 28.8700103760s, input_fired_time: 0.2320224494, output_fired_time: 0.1529676020, propagate_forward_time: 11.5437898636, propagate_backward_time: 15.5004692078, weight_update_time: 0.0642868280, other_time: 1.4407615662
epoch time: 3.4462623596s, input_fired_time: 0.0318102576, output_fired_time: 0.0000000000, propagate_forward_time: 3.0956258774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188261986
validation[          , genome  3104] predictions:    9476/  10000 (94.76%), best:    9525/10000 (95.25%), error:      1729.26233, best error:      1555.36621 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 27.8552303314s, input_fired_time: 0.2277523875, output_fired_time: 0.1487205178, propagate_forward_time: 11.1616535187, propagate_backward_time: 14.9411325455, weight_update_time: 0.0620512143, other_time: 1.3759717941
epoch time: 3.2265915871s, input_fired_time: 0.0306671113, output_fired_time: 0.0000000000, propagate_forward_time: 2.8892397881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066847324
validation[          , genome  3104] predictions:    9458/  10000 (94.58%), best:    9525/10000 (95.25%), error:      1768.67261, best error:      1555.36621 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 27.7585716248s, input_fired_time: 0.2255006731, output_fired_time: 0.1476241797, propagate_forward_time: 11.0773735046, propagate_backward_time: 14.9513950348, weight_update_time: 0.0619922653, other_time: 1.3566780090
epoch time: 2.4736444950s, input_fired_time: 0.0253689662, output_fired_time: 0.0000000000, propagate_forward_time: 2.2013564110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2469191551
validation[          , genome  3104] predictions:    9496/  10000 (94.96%), best:    9525/10000 (95.25%), error:      1648.59705, best error:      1555.36621 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 28.6688556671s, input_fired_time: 0.2302372903, output_fired_time: 0.1529740244, propagate_forward_time: 11.4544992447, propagate_backward_time: 15.4339303970, weight_update_time: 0.0639078245, other_time: 1.3972158432
epoch time: 2.8183481693s, input_fired_time: 0.0285882000, output_fired_time: 0.0000000000, propagate_forward_time: 2.5091614723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805984020
validation[          , genome  3104] predictions:    9479/  10000 (94.79%), best:    9525/10000 (95.25%), error:      1673.79041, best error:      1555.36621 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 29.3776741028s, input_fired_time: 0.2333610505, output_fired_time: 0.1549174190, propagate_forward_time: 11.7483177185, propagate_backward_time: 15.7894372940, weight_update_time: 0.0656579286, other_time: 1.4516420364
epoch time: 3.4407291412s, input_fired_time: 0.0318854116, output_fired_time: 0.0000000000, propagate_forward_time: 3.0885429382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3203008175
validation[          , genome  3104] predictions:    9467/  10000 (94.67%), best:    9525/10000 (95.25%), error:      1648.24524, best error:      1555.36621 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 26.6481075287s, input_fired_time: 0.2261124849, output_fired_time: 0.1436931491, propagate_forward_time: 10.6646461487, propagate_backward_time: 14.2773885727, weight_update_time: 0.0596156418, other_time: 1.3362665176
epoch time: 2.3588135242s, input_fired_time: 0.0248882584, output_fired_time: 0.0000000000, propagate_forward_time: 2.1017467976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2321784496
validation[          , genome  3104] predictions:    9476/  10000 (94.76%), best:    9525/10000 (95.25%), error:      1701.46497, best error:      1555.36621 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 27.4935779572s, input_fired_time: 0.2257225215, output_fired_time: 0.1462512314, propagate_forward_time: 11.0066518784, propagate_backward_time: 14.7722778320, weight_update_time: 0.0618054681, other_time: 1.3426742554
epoch time: 2.3699462414s, input_fired_time: 0.0243371986, output_fired_time: 0.0000000000, propagate_forward_time: 2.1160628796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2295460701
validation[          , genome  3104] predictions:    9413/  10000 (94.13%), best:    9525/10000 (95.25%), error:      1923.15637, best error:      1555.36621 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 28.5807762146s, input_fired_time: 0.2310165614, output_fired_time: 0.1514880061, propagate_forward_time: 11.4509582520, propagate_backward_time: 15.3544073105, weight_update_time: 0.0634798855, other_time: 1.3929071426
epoch time: 3.4633455276s, input_fired_time: 0.0323326178, output_fired_time: 0.0000000000, propagate_forward_time: 3.1052305698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257822990
validation[          , genome  3104] predictions:    9354/  10000 (93.54%), best:    9525/10000 (95.25%), error:      2103.44189, best error:      1555.36621 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 36.4815750122s, input_fired_time: 0.2645643353, output_fired_time: 0.1857509613, propagate_forward_time: 14.7468910217, propagate_backward_time: 19.5727481842, weight_update_time: 0.0806330815, other_time: 1.7116184235
epoch time: 2.3374307156s, input_fired_time: 0.0240246095, output_fired_time: 0.0000000000, propagate_forward_time: 2.0859529972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2274529934
validation[          , genome  3104] predictions:    9469/  10000 (94.69%), best:    9525/10000 (95.25%), error:      1709.46606, best error:      1555.36621 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 27.5655460358s, input_fired_time: 0.2268667519, output_fired_time: 0.1465823948, propagate_forward_time: 11.0388946533, propagate_backward_time: 14.8101778030, weight_update_time: 0.0612678826, other_time: 1.3430242538
epoch time: 2.4459459782s, input_fired_time: 0.0246574096, output_fired_time: 0.0000000000, propagate_forward_time: 2.1812448502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2400436401
validation[          , genome  3104] predictions:    9510/  10000 (95.10%), best:    9525/10000 (95.25%), error:      1624.00256, best error:      1555.36621 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 27.9408836365s, input_fired_time: 0.2276291400, output_fired_time: 0.1483096182, propagate_forward_time: 11.1841268539, propagate_backward_time: 15.0168237686, weight_update_time: 0.0626737848, other_time: 1.3639936447
epoch time: 2.4556417465s, input_fired_time: 0.0248556137, output_fired_time: 0.0000000000, propagate_forward_time: 2.1928660870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2379200459
validation[          , genome  3104] predictions:    9474/  10000 (94.74%), best:    9525/10000 (95.25%), error:      1690.82068, best error:      1555.36621 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 27.2651290894s, input_fired_time: 0.2241918594, output_fired_time: 0.1456332803, propagate_forward_time: 10.9445114136, propagate_backward_time: 14.6108627319, weight_update_time: 0.0612168796, other_time: 1.3399295807
epoch time: 2.3346426487s, input_fired_time: 0.0241617542, output_fired_time: 0.0000000000, propagate_forward_time: 2.0840969086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2263839245
validation[          , genome  3104] predictions:    9497/  10000 (94.97%), best:    9525/10000 (95.25%), error:      1616.22363, best error:      1555.36621 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 26.8730411530s, input_fired_time: 0.2278777361, output_fired_time: 0.1481727809, propagate_forward_time: 10.7572460175, propagate_backward_time: 14.4154357910, weight_update_time: 0.0601408854, other_time: 1.3243083954
epoch time: 2.3891785145s, input_fired_time: 0.0243982039, output_fired_time: 0.0000000000, propagate_forward_time: 2.1348416805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2299387455
validation[          , genome  3104] predictions:    9483/  10000 (94.83%), best:    9525/10000 (95.25%), error:      1680.33984, best error:      1555.36621 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 26.6069145203s, input_fired_time: 0.2221005857, output_fired_time: 0.1429472566, propagate_forward_time: 10.6170320511, propagate_backward_time: 14.3202152252, weight_update_time: 0.0600770712, other_time: 1.3046178818
epoch time: 2.3975951672s, input_fired_time: 0.0244671684, output_fired_time: 0.0000000000, propagate_forward_time: 2.1432614326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2298665047
validation[          , genome  3104] predictions:    9426/  10000 (94.26%), best:    9525/10000 (95.25%), error:      1861.09607, best error:      1555.36621 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 27.2306652069s, input_fired_time: 0.2251417935, output_fired_time: 0.1456018835, propagate_forward_time: 10.9108285904, propagate_backward_time: 14.6258430481, weight_update_time: 0.0610000230, other_time: 1.3232507706
epoch time: 3.3456473351s, input_fired_time: 0.0310374144, output_fired_time: 0.0000000000, propagate_forward_time: 3.0040280819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3105819225
validation[          , genome  3104] predictions:    9402/  10000 (94.02%), best:    9525/10000 (95.25%), error:      1893.50110, best error:      1555.36621 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 30.2456893921s, input_fired_time: 0.2386364788, output_fired_time: 0.1588496566, propagate_forward_time: 12.1638126373, propagate_backward_time: 16.2215023041, weight_update_time: 0.0674407631, other_time: 1.4628887177
epoch time: 2.9898979664s, input_fired_time: 0.0294274390, output_fired_time: 0.0000000000, propagate_forward_time: 2.6767535210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2837169170
validation[          , genome  3104] predictions:    9447/  10000 (94.47%), best:    9525/10000 (95.25%), error:      1734.54517, best error:      1555.36621 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 26.7875823975s, input_fired_time: 0.2238571197, output_fired_time: 0.1447475255, propagate_forward_time: 10.6877613068, propagate_backward_time: 14.4154109955, weight_update_time: 0.0601505861, other_time: 1.3158054352
epoch time: 2.6496403217s, input_fired_time: 0.0267238058, output_fired_time: 0.0000000000, propagate_forward_time: 2.3706281185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2522883415
validation[          , genome  3104] predictions:    9483/  10000 (94.83%), best:    9525/10000 (95.25%), error:      1679.14233, best error:      1555.36621 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 36.4302597046s, input_fired_time: 0.2689291537, output_fired_time: 0.1861125529, propagate_forward_time: 14.7392091751, propagate_backward_time: 19.4811878204, weight_update_time: 0.0809459314, other_time: 1.7548236847
epoch time: 3.4517805576s, input_fired_time: 0.0326439179, output_fired_time: 0.0000000000, propagate_forward_time: 3.0991914272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199450970
validation[          , genome  3104] predictions:    9496/  10000 (94.96%), best:    9525/10000 (95.25%), error:      1662.01746, best error:      1555.36621 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 35.3180694580s, input_fired_time: 0.2633443475, output_fired_time: 0.1820311397, propagate_forward_time: 14.2263736725, propagate_backward_time: 18.9653797150, weight_update_time: 0.0781291202, other_time: 1.6809425354
epoch time: 2.4058773518s, input_fired_time: 0.0253278315, output_fired_time: 0.0000000000, propagate_forward_time: 2.1474092007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2331402302
validation[          , genome  3104] predictions:    9501/  10000 (95.01%), best:    9525/10000 (95.25%), error:      1596.72253, best error:      1555.36621 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 26.4854106903s, input_fired_time: 0.2240439206, output_fired_time: 0.1426895559, propagate_forward_time: 10.5680742264, propagate_backward_time: 14.2391586304, weight_update_time: 0.0595094152, other_time: 1.3114442825
epoch time: 2.4170868397s, input_fired_time: 0.0250292178, output_fired_time: 0.0000000000, propagate_forward_time: 2.1577122211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343454361
validation[          , genome  3104] predictions:    9485/  10000 (94.85%), best:    9525/10000 (95.25%), error:      1658.57849, best error:      1555.36621 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 28.0708961487s, input_fired_time: 0.2330385596, output_fired_time: 0.1495063603, propagate_forward_time: 11.1519155502, propagate_backward_time: 15.1514902115, weight_update_time: 0.0645892322, other_time: 1.3849477768
epoch time: 3.4516849518s, input_fired_time: 0.0331125408, output_fired_time: 0.0000000000, propagate_forward_time: 3.0978474617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207249641
validation[          , genome  3104] predictions:    9488/  10000 (94.88%), best:    9525/10000 (95.25%), error:      1605.57886, best error:      1555.36621 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 30.0769710541s, input_fired_time: 0.2389021665, output_fired_time: 0.1584692895, propagate_forward_time: 12.0720462799, propagate_backward_time: 16.1498527527, weight_update_time: 0.0671807453, other_time: 1.4576988220
epoch time: 2.4114363194s, input_fired_time: 0.0253068954, output_fired_time: 0.0000000000, propagate_forward_time: 2.1539015770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2322278023
validation[          , genome  3104] predictions:    9486/  10000 (94.86%), best:    9525/10000 (95.25%), error:      1596.01550, best error:      1555.36621 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 26.8428058624s, input_fired_time: 0.2254899591, output_fired_time: 0.1452478170, propagate_forward_time: 10.6871767044, propagate_backward_time: 14.4683170319, weight_update_time: 0.0600149520, other_time: 1.3165731430
epoch time: 2.4470477104s, input_fired_time: 0.0250036269, output_fired_time: 0.0000000000, propagate_forward_time: 2.1863682270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2356758118
validation[          , genome  3104] predictions:    9502/  10000 (95.02%), best:    9525/10000 (95.25%), error:      1633.31201, best error:      1555.36621 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 26.3995170593s, input_fired_time: 0.2222468108, output_fired_time: 0.1416023672, propagate_forward_time: 10.5543975830, propagate_backward_time: 14.1890153885, weight_update_time: 0.0589727536, other_time: 1.2922563553
epoch time: 2.3827261925s, input_fired_time: 0.0244396087, output_fired_time: 0.0000000000, propagate_forward_time: 2.1291711330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2291154861
validation[          , genome  3104] predictions:    9494/  10000 (94.94%), best:    9525/10000 (95.25%), error:      1657.80823, best error:      1555.36621 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 27.1596164703s, input_fired_time: 0.2258710414, output_fired_time: 0.1463765800, propagate_forward_time: 10.8370094299, propagate_backward_time: 14.6319856644, weight_update_time: 0.0605531894, other_time: 1.3183755875
epoch time: 2.3279933929s, input_fired_time: 0.0244153850, output_fired_time: 0.0000000000, propagate_forward_time: 2.0761268139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2274510860
validation[          , genome  3104] predictions:    9517/  10000 (95.17%), best:    9525/10000 (95.25%), error:      1589.42981, best error:      1555.36621 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 31.8509311676s, input_fired_time: 0.2494076341, output_fired_time: 0.1650246084, propagate_forward_time: 12.8048925400, propagate_backward_time: 17.1059837341, weight_update_time: 0.0714332610, other_time: 1.5256233215
epoch time: 3.4424264431s, input_fired_time: 0.0330437347, output_fired_time: 0.0000000000, propagate_forward_time: 3.0890831947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202996254
validation[          , genome  3104] predictions:    9451/  10000 (94.51%), best:    9525/10000 (95.25%), error:      1768.07642, best error:      1555.36621 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 34.8020248413s, input_fired_time: 0.2605460286, output_fired_time: 0.1795255542, propagate_forward_time: 14.0291872025, propagate_backward_time: 18.6946048737, weight_update_time: 0.0778286532, other_time: 1.6381587982
epoch time: 2.3970465660s, input_fired_time: 0.0256411247, output_fired_time: 0.0000000000, propagate_forward_time: 2.1395411491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2318642139
validation[          , genome  3104] predictions:    9394/  10000 (93.94%), best:    9525/10000 (95.25%), error:      1926.56470, best error:      1555.36621 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 27.5292663574s, input_fired_time: 0.2275668234, output_fired_time: 0.1466308534, propagate_forward_time: 11.0339040756, propagate_backward_time: 14.7848606110, weight_update_time: 0.0615403913, other_time: 1.3363018036
epoch time: 3.4507334232s, input_fired_time: 0.0328615233, output_fired_time: 0.0000000000, propagate_forward_time: 3.0975852013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202867508
validation[          , genome  3104] predictions:    9445/  10000 (94.45%), best:    9525/10000 (95.25%), error:      1804.17810, best error:      1555.36621 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 28.4543991089s, input_fired_time: 0.2362244278, output_fired_time: 0.1505711973, propagate_forward_time: 11.4316158295, propagate_backward_time: 15.2482614517, weight_update_time: 0.0654107630, other_time: 1.3877248764
epoch time: 3.2460041046s, input_fired_time: 0.0317899138, output_fired_time: 0.0000000000, propagate_forward_time: 2.9108557701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3033583164
validation[          , genome  3104] predictions:    9467/  10000 (94.67%), best:    9525/10000 (95.25%), error:      1680.50916, best error:      1555.36621 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 32.0026130676s, input_fired_time: 0.2494120449, output_fired_time: 0.1660093367, propagate_forward_time: 12.8491125107, propagate_backward_time: 17.2092590332, weight_update_time: 0.0718893856, other_time: 1.5288200378
epoch time: 3.4505479336s, input_fired_time: 0.0326091796, output_fired_time: 0.0000000000, propagate_forward_time: 3.0994808674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184578419
validation[          , genome  3104] predictions:    9417/  10000 (94.17%), best:    9525/10000 (95.25%), error:      1904.03088, best error:      1555.36621 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 29.4881649017s, input_fired_time: 0.2360485345, output_fired_time: 0.1557441652, propagate_forward_time: 11.8474941254, propagate_backward_time: 15.8277282715, weight_update_time: 0.0658072308, other_time: 1.4211502075
epoch time: 2.7371444702s, input_fired_time: 0.0274487957, output_fired_time: 0.0000000000, propagate_forward_time: 2.4506268501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590687275
validation[          , genome  3104] predictions:    9506/  10000 (95.06%), best:    9525/10000 (95.25%), error:      1585.60876, best error:      1555.36621 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 29.3488292694s, input_fired_time: 0.2364667654, output_fired_time: 0.1553613842, propagate_forward_time: 11.7550668716, propagate_backward_time: 15.7906608582, weight_update_time: 0.0656644329, other_time: 1.4112739563
epoch time: 2.6433272362s, input_fired_time: 0.0273092035, output_fired_time: 0.0000000000, propagate_forward_time: 2.3641116619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2519063950
validation[          , genome  3104] predictions:    9474/  10000 (94.74%), best:    9525/10000 (95.25%), error:      1662.40198, best error:      1555.36621 on epoch:    51, 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: 12.8406410217s, input_fired_time: 0.1279504597, output_fired_time: 0.0000000000, propagate_forward_time: 11.4459810257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2667093277
best training[          , genome  3104] predictions:   48263/  50000 (96.53%), best:    9525/10000 (95.25%), error:      5922.77002, best error:      1555.36621 on epoch:    51, 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: 2.6880519390s, input_fired_time: 0.0258691274, output_fired_time: 0.0000000000, propagate_forward_time: 2.3902740479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719087601
   testing[          , genome  3104] predictions:    9571/  10000 (95.71%), best:    9525/10000 (95.25%), error:      1427.89441, best error:      1555.36621 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:43:00 (36351): called boinc_finish(0)

</stderr_txt>
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