Nameexact_genome_1512568488_44_6815_0
Workunit2605383
Created7 Dec 2017, 22:06:16 UTC
Sent7 Dec 2017, 22:15:46 UTC
Report deadline21 Dec 2017, 21:07:12 UTC
Received8 Dec 2017, 3:01:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time2 hours 48 min 23 sec
CPU time2 hours 45 min 40 sec
Validate stateValid
Credit3,488.10
Device peak FLOPS4.30 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.11 MB
Peak swap size162.16 MB
Peak disk usage2.43 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ired_time: 0.1737458110, output_fired_time: 0.0000000000, propagate_forward_time: 6.6371583939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659124374
validation[          , genome  6815] predictions:    9773/  10000 (97.73%), best:    9781/10000 (97.81%), error:       764.43756, best error:       690.90057 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 91.9064178467s, input_fired_time: 1.5137578249, output_fired_time: 1.2224726677, propagate_forward_time: 33.2368850708, propagate_backward_time: 53.9105033875, weight_update_time: 0.0980834141, other_time: 2.0228004456
epoch time: 7.1833066940s, input_fired_time: 0.1727825850, output_fired_time: 0.0000000000, propagate_forward_time: 6.6460003853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645238876
validation[          , genome  6815] predictions:    9758/  10000 (97.58%), best:    9781/10000 (97.81%), error:       786.75311, best error:       690.90057 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 91.9616699219s, input_fired_time: 1.5218577385, output_fired_time: 1.2232341766, propagate_forward_time: 33.2505416870, propagate_backward_time: 53.9477844238, weight_update_time: 0.0977032706, other_time: 2.0182495117
epoch time: 7.2031855583s, input_fired_time: 0.1756682247, output_fired_time: 0.0000000000, propagate_forward_time: 6.6618614197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656558990
validation[          , genome  6815] predictions:    9763/  10000 (97.63%), best:    9781/10000 (97.81%), error:       808.06866, best error:       690.90057 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 91.9718322754s, input_fired_time: 1.5193165541, output_fired_time: 1.2283052206, propagate_forward_time: 33.2617683411, propagate_backward_time: 53.9407768250, weight_update_time: 0.0988456309, other_time: 2.0216674805
epoch time: 7.1854920387s, input_fired_time: 0.1730024219, output_fired_time: 0.0000000000, propagate_forward_time: 6.6504220963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620676994
validation[          , genome  6815] predictions:    9724/  10000 (97.24%), best:    9781/10000 (97.81%), error:       860.36755, best error:       690.90057 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 91.9450073242s, input_fired_time: 1.5205473900, output_fired_time: 1.2314121723, propagate_forward_time: 33.2638206482, propagate_backward_time: 53.9110031128, weight_update_time: 0.0988344848, other_time: 2.0182228088
epoch time: 7.1946148872s, input_fired_time: 0.1745666414, output_fired_time: 0.0000000000, propagate_forward_time: 6.6572103500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628377914
validation[          , genome  6815] predictions:    9786/  10000 (97.86%), best:    9781/10000 (97.81%), error:       702.80988, best error:       690.90057 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 92.2950668335s, input_fired_time: 1.5238655806, output_fired_time: 1.2312308550, propagate_forward_time: 33.3451843262, propagate_backward_time: 54.1766777039, weight_update_time: 0.0980127528, other_time: 2.0181083679
epoch time: 7.2061405182s, input_fired_time: 0.1753876358, output_fired_time: 0.0000000000, propagate_forward_time: 6.6644344330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663182259
validation[          , genome  6815] predictions:    9795/  10000 (97.95%), best:    9781/10000 (97.81%), error:       701.83246, best error:       690.90057 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 91.9743576050s, input_fired_time: 1.5219165087, output_fired_time: 1.2269182205, propagate_forward_time: 33.2641525269, propagate_backward_time: 53.9434051514, weight_update_time: 0.0989952311, other_time: 2.0179595947
epoch time: 7.1910581589s, input_fired_time: 0.1748567671, output_fired_time: 0.0000000000, propagate_forward_time: 6.6535372734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626642227
validation[          , genome  6815] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       672.74390, best error:       672.74390 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.8367614746s, input_fired_time: 1.5229969025, output_fired_time: 1.2208323479, propagate_forward_time: 33.2191619873, propagate_backward_time: 53.8611755371, weight_update_time: 0.0990129635, other_time: 2.0125961304
epoch time: 7.1796879768s, input_fired_time: 0.1741282791, output_fired_time: 0.0000000000, propagate_forward_time: 6.6417717934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637881279
validation[          , genome  6815] predictions:    9726/  10000 (97.26%), best:    9795/10000 (97.95%), error:       866.89557, best error:       672.74390 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 92.0160980225s, input_fired_time: 1.5293341875, output_fired_time: 1.2350144386, propagate_forward_time: 33.2913894653, propagate_backward_time: 53.9393997192, weight_update_time: 0.0987054259, other_time: 2.0209579468
epoch time: 7.1764750481s, input_fired_time: 0.1699224114, output_fired_time: 0.0000000000, propagate_forward_time: 6.6421470642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644056320
validation[          , genome  6815] predictions:    9781/  10000 (97.81%), best:    9795/10000 (97.95%), error:       688.98761, best error:       672.74390 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 92.1658630371s, input_fired_time: 1.5251919031, output_fired_time: 1.2346245050, propagate_forward_time: 33.3151054382, propagate_backward_time: 54.0683059692, weight_update_time: 0.0989408419, other_time: 2.0226325989
epoch time: 7.1867613792s, input_fired_time: 0.1732562929, output_fired_time: 0.0000000000, propagate_forward_time: 6.6535444260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599605560
validation[          , genome  6815] predictions:    9784/  10000 (97.84%), best:    9795/10000 (97.95%), error:       724.12317, best error:       672.74390 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 92.0408096313s, input_fired_time: 1.5263013840, output_fired_time: 1.2344437838, propagate_forward_time: 33.2755012512, propagate_backward_time: 53.9845962524, weight_update_time: 0.0985060185, other_time: 2.0199699402
epoch time: 7.1831932068s, input_fired_time: 0.1737753600, output_fired_time: 0.0000000000, propagate_forward_time: 6.6455426216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638753891
validation[          , genome  6815] predictions:    9720/  10000 (97.20%), best:    9795/10000 (97.95%), error:       854.52008, best error:       672.74390 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 92.3384475708s, input_fired_time: 1.5382409096, output_fired_time: 1.2339950800, propagate_forward_time: 33.3916244507, propagate_backward_time: 54.1496620178, weight_update_time: 0.0986425951, other_time: 2.0249290466
epoch time: 7.1872181892s, input_fired_time: 0.1748748124, output_fired_time: 0.0000000000, propagate_forward_time: 6.6493554115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629879951
validation[          , genome  6815] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       646.80194, best error:       646.80194 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 92.1663894653s, input_fired_time: 1.5314757824, output_fired_time: 1.2389565706, propagate_forward_time: 33.2838592529, propagate_backward_time: 54.0844497681, weight_update_time: 0.0991563722, other_time: 2.0276412964
epoch time: 7.2094974518s, input_fired_time: 0.1735081524, output_fired_time: 0.0000000000, propagate_forward_time: 6.6744761467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615131378
validation[          , genome  6815] predictions:    9783/  10000 (97.83%), best:    9795/10000 (97.95%), error:       743.82007, best error:       646.80194 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 92.1198272705s, input_fired_time: 1.5250676870, output_fired_time: 1.2347779274, propagate_forward_time: 33.2951126099, propagate_backward_time: 54.0463256836, weight_update_time: 0.0993878096, other_time: 2.0185394287
epoch time: 7.2137002945s, input_fired_time: 0.1732297838, output_fired_time: 0.0000000000, propagate_forward_time: 6.6771588326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633117676
validation[          , genome  6815] predictions:    9751/  10000 (97.51%), best:    9795/10000 (97.95%), error:       788.57751, best error:       646.80194 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.0674591064s, input_fired_time: 1.5332071781, output_fired_time: 1.2382622957, propagate_forward_time: 33.2967300415, propagate_backward_time: 53.9819297791, weight_update_time: 0.0993320867, other_time: 2.0173225403
epoch time: 7.1878333092s, input_fired_time: 0.1745404750, output_fired_time: 0.0000000000, propagate_forward_time: 6.6524853706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608074188
validation[          , genome  6815] predictions:    9757/  10000 (97.57%), best:    9795/10000 (97.95%), error:       780.25238, best error:       646.80194 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.9975891113s, input_fired_time: 1.5308283567, output_fired_time: 1.2331343889, propagate_forward_time: 33.2627792358, propagate_backward_time: 53.9512214661, weight_update_time: 0.0986127481, other_time: 2.0196266174
epoch time: 7.1991052628s, input_fired_time: 0.1781716943, output_fired_time: 0.0000000000, propagate_forward_time: 6.6602964401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606371880
validation[          , genome  6815] predictions:    9747/  10000 (97.47%), best:    9795/10000 (97.95%), error:       790.08673, best error:       646.80194 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 92.1388473511s, input_fired_time: 1.5313909054, output_fired_time: 1.2379390001, propagate_forward_time: 33.2852020264, propagate_backward_time: 54.0666313171, weight_update_time: 0.0992717817, other_time: 2.0176887512
epoch time: 7.1966180801s, input_fired_time: 0.1797080934, output_fired_time: 0.0000000000, propagate_forward_time: 6.6555147171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613953590
validation[          , genome  6815] predictions:    9776/  10000 (97.76%), best:    9795/10000 (97.95%), error:       725.77313, best error:       646.80194 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 92.0791473389s, input_fired_time: 1.5365259647, output_fired_time: 1.2374078035, propagate_forward_time: 33.2872352600, propagate_backward_time: 53.9949645996, weight_update_time: 0.0987561569, other_time: 2.0230064392
epoch time: 7.2052679062s, input_fired_time: 0.1771363169, output_fired_time: 0.0000000000, propagate_forward_time: 6.6593756676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687558174
validation[          , genome  6815] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       645.70593, best error:       645.70593 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 92.2222595215s, input_fired_time: 1.5516248941, output_fired_time: 1.2482666969, propagate_forward_time: 33.2985229492, propagate_backward_time: 54.0971603394, weight_update_time: 0.0989716426, other_time: 2.0266799927
epoch time: 7.2098793983s, input_fired_time: 0.1776836663, output_fired_time: 0.0000000000, propagate_forward_time: 6.6648263931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673691750
validation[          , genome  6815] predictions:    9762/  10000 (97.62%), best:    9792/10000 (97.92%), error:       783.35016, best error:       645.70593 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.0922775269s, input_fired_time: 1.5388491154, output_fired_time: 1.2381558418, propagate_forward_time: 33.2845649719, propagate_backward_time: 54.0035171509, weight_update_time: 0.0981089100, other_time: 2.0271873474
epoch time: 7.1885566711s, input_fired_time: 0.1774410754, output_fired_time: 0.0000000000, propagate_forward_time: 6.6493954659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617200851
validation[          , genome  6815] predictions:    9765/  10000 (97.65%), best:    9792/10000 (97.92%), error:       782.47101, best error:       645.70593 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 92.1460189819s, input_fired_time: 1.5356177092, output_fired_time: 1.2369136810, propagate_forward_time: 33.3064422607, propagate_backward_time: 54.0437507629, weight_update_time: 0.0982967690, other_time: 2.0232963562
epoch time: 7.2094416618s, input_fired_time: 0.1807979047, output_fired_time: 0.0000000000, propagate_forward_time: 6.6653723717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632712364
validation[          , genome  6815] predictions:    9778/  10000 (97.78%), best:    9792/10000 (97.92%), error:       759.54498, best error:       645.70593 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.2809906006s, input_fired_time: 1.5422238111, output_fired_time: 1.2403329611, propagate_forward_time: 33.3436393738, propagate_backward_time: 54.1342048645, weight_update_time: 0.0991156697, other_time: 2.0205917358
epoch time: 7.2162432671s, input_fired_time: 0.1766532511, output_fired_time: 0.0000000000, propagate_forward_time: 6.6782112122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613786697
validation[          , genome  6815] predictions:    9793/  10000 (97.93%), best:    9792/10000 (97.92%), error:       675.54584, best error:       645.70593 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 92.0733261108s, input_fired_time: 1.5437901020, output_fired_time: 1.2516418695, propagate_forward_time: 33.2686080933, propagate_backward_time: 53.9845314026, weight_update_time: 0.0978989601, other_time: 2.0247535706
epoch time: 7.1972198486s, input_fired_time: 0.1769082695, output_fired_time: 0.0000000000, propagate_forward_time: 6.6509795189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693318367
validation[          , genome  6815] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       680.46912, best error:       645.70593 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.0414962769s, input_fired_time: 1.5343397856, output_fired_time: 1.2350711823, propagate_forward_time: 33.2432174683, propagate_backward_time: 54.0084953308, weight_update_time: 0.0991762802, other_time: 2.0203742981
epoch time: 7.1897187233s, input_fired_time: 0.1754729152, output_fired_time: 0.0000000000, propagate_forward_time: 6.6509170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633289337
validation[          , genome  6815] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       792.14008, best error:       645.70593 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.9106292725s, input_fired_time: 1.5367138386, output_fired_time: 1.2273691893, propagate_forward_time: 33.1980323792, propagate_backward_time: 53.9339714050, weight_update_time: 0.0975593328, other_time: 2.0145416260
epoch time: 7.1786241531s, input_fired_time: 0.1771179885, output_fired_time: 0.0000000000, propagate_forward_time: 6.6394896507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620166779
validation[          , genome  6815] predictions:    9778/  10000 (97.78%), best:    9792/10000 (97.92%), error:       713.35602, best error:       645.70593 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 92.0510711670s, input_fired_time: 1.5414323807, output_fired_time: 1.2432193756, propagate_forward_time: 33.2628364563, propagate_backward_time: 53.9886474609, weight_update_time: 0.0995731950, other_time: 2.0149345398
epoch time: 7.1824102402s, input_fired_time: 0.1761718094, output_fired_time: 0.0000000000, propagate_forward_time: 6.6441092491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621292114
validation[          , genome  6815] predictions:    9773/  10000 (97.73%), best:    9792/10000 (97.92%), error:       729.05066, best error:       645.70593 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 92.1499862671s, input_fired_time: 1.5442252159, output_fired_time: 1.2414777279, propagate_forward_time: 33.3102226257, propagate_backward_time: 54.0435028076, weight_update_time: 0.0980417132, other_time: 2.0105552673
epoch time: 7.1971154213s, input_fired_time: 0.1782577634, output_fired_time: 0.0000000000, propagate_forward_time: 6.6574330330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614244461
validation[          , genome  6815] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       688.62305, best error:       645.70593 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 91.9154891968s, input_fired_time: 1.5440684557, output_fired_time: 1.2354691029, propagate_forward_time: 33.1807098389, propagate_backward_time: 53.9337959290, weight_update_time: 0.0978156179, other_time: 2.0214500427
epoch time: 7.1948976517s, input_fired_time: 0.1802078784, output_fired_time: 0.0000000000, propagate_forward_time: 6.6532368660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614530563
validation[          , genome  6815] predictions:    9782/  10000 (97.82%), best:    9792/10000 (97.92%), error:       723.12958, best error:       645.70593 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 92.5523452759s, input_fired_time: 1.5669809580, output_fired_time: 1.2487837076, propagate_forward_time: 33.3832626343, propagate_backward_time: 54.3226089478, weight_update_time: 0.0996736139, other_time: 2.0307083130
epoch time: 7.1771068573s, input_fired_time: 0.1776158214, output_fired_time: 0.0000000000, propagate_forward_time: 6.6354651451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640260696
validation[          , genome  6815] predictions:    9790/  10000 (97.90%), best:    9792/10000 (97.92%), error:       687.21021, best error:       645.70593 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 92.1276092529s, input_fired_time: 1.5469870567, output_fired_time: 1.2406767607, propagate_forward_time: 33.2857513428, propagate_backward_time: 54.0149879456, weight_update_time: 0.0989172608, other_time: 2.0392036438
epoch time: 7.2036085129s, input_fired_time: 0.1794947386, output_fired_time: 0.0000000000, propagate_forward_time: 6.6597123146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644013405
validation[          , genome  6815] predictions:    9798/  10000 (97.98%), best:    9792/10000 (97.92%), error:       713.25726, best error:       645.70593 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.2902832031s, input_fired_time: 1.5459530354, output_fired_time: 1.2467342615, propagate_forward_time: 33.3490905762, propagate_backward_time: 54.1191596985, weight_update_time: 0.0988553390, other_time: 2.0293464661
epoch time: 7.2138166428s, input_fired_time: 0.1764432937, output_fired_time: 0.0000000000, propagate_forward_time: 6.6714673042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659062386
validation[          , genome  6815] predictions:    9780/  10000 (97.80%), best:    9792/10000 (97.92%), error:       718.24506, best error:       645.70593 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 92.0620727539s, input_fired_time: 1.5385012627, output_fired_time: 1.2397542000, propagate_forward_time: 33.2715606689, propagate_backward_time: 53.9965438843, weight_update_time: 0.0982435718, other_time: 2.0157165527
epoch time: 7.1727919579s, input_fired_time: 0.1804685593, output_fired_time: 0.0000000000, propagate_forward_time: 6.6341481209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581752777
validation[          , genome  6815] predictions:    9787/  10000 (97.87%), best:    9792/10000 (97.92%), error:       658.74615, best error:       645.70593 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 91.9437942505s, input_fired_time: 1.5419342518, output_fired_time: 1.2325537205, propagate_forward_time: 33.2226600647, propagate_backward_time: 53.9280586243, weight_update_time: 0.0984534919, other_time: 2.0185928345
epoch time: 7.1872453690s, input_fired_time: 0.1758256406, output_fired_time: 0.0000000000, propagate_forward_time: 6.6414065361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700132370
validation[          , genome  6815] predictions:    9786/  10000 (97.86%), best:    9792/10000 (97.92%), error:       694.77289, best error:       645.70593 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.8313217163s, input_fired_time: 1.5408053398, output_fired_time: 1.2278091908, propagate_forward_time: 33.1577644348, propagate_backward_time: 53.8602104187, weight_update_time: 0.0980556607, other_time: 2.0447387695
epoch time: 7.1983866692s, input_fired_time: 0.1793379784, output_fired_time: 0.0000000000, propagate_forward_time: 6.6483669281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706817627
validation[          , genome  6815] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       553.18707, best error:       553.18707 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 91.9085464478s, input_fired_time: 1.5412750244, output_fired_time: 1.2301223278, propagate_forward_time: 33.1909332275, propagate_backward_time: 53.9026947021, weight_update_time: 0.0977738798, other_time: 2.0435180664
epoch time: 7.2007822990s, input_fired_time: 0.1755699515, output_fired_time: 0.0000000000, propagate_forward_time: 6.6491122246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761000633
validation[          , genome  6815] predictions:    9782/  10000 (97.82%), best:    9831/10000 (98.31%), error:       716.24988, best error:       553.18707 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 91.8875961304s, input_fired_time: 1.5431195498, output_fired_time: 1.2283172607, propagate_forward_time: 33.2115783691, propagate_backward_time: 53.8642501831, weight_update_time: 0.0985194072, other_time: 2.0403289795
epoch time: 7.1693854332s, input_fired_time: 0.1754334420, output_fired_time: 0.0000000000, propagate_forward_time: 6.6216301918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723216057
validation[          , genome  6815] predictions:    9798/  10000 (97.98%), best:    9831/10000 (98.31%), error:       642.56470, best error:       553.18707 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 91.9486312866s, input_fired_time: 1.5465794802, output_fired_time: 1.2345579863, propagate_forward_time: 33.1997795105, propagate_backward_time: 53.9276504517, weight_update_time: 0.0979496315, other_time: 2.0400657654
epoch time: 7.1945085526s, input_fired_time: 0.1781156808, output_fired_time: 0.0000000000, propagate_forward_time: 6.6453366280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710560799
validation[          , genome  6815] predictions:    9812/  10000 (98.12%), best:    9831/10000 (98.31%), error:       635.74933, best error:       553.18707 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 91.9597549438s, input_fired_time: 1.5470852852, output_fired_time: 1.2328296900, propagate_forward_time: 33.2392501831, propagate_backward_time: 53.8961830139, weight_update_time: 0.0978510529, other_time: 2.0444068909
epoch time: 7.1986937523s, input_fired_time: 0.1777761132, output_fired_time: 0.0000000000, propagate_forward_time: 6.6550555229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658618927
validation[          , genome  6815] predictions:    9792/  10000 (97.92%), best:    9831/10000 (98.31%), error:       723.19525, best error:       553.18707 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 91.8821029663s, input_fired_time: 1.5539444685, output_fired_time: 1.2296535969, propagate_forward_time: 33.1955375671, propagate_backward_time: 53.8636398315, weight_update_time: 0.0984562859, other_time: 2.0393257141
epoch time: 7.1967692375s, input_fired_time: 0.1790487021, output_fired_time: 0.0000000000, propagate_forward_time: 6.6433434486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743772507
validation[          , genome  6815] predictions:    9778/  10000 (97.78%), best:    9831/10000 (98.31%), error:       671.95007, best error:       553.18707 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.9582290649s, input_fired_time: 1.5536881685, output_fired_time: 1.2296144962, propagate_forward_time: 33.2129364014, propagate_backward_time: 53.9118881226, weight_update_time: 0.0977760404, other_time: 2.0501022339
epoch time: 7.2331748009s, input_fired_time: 0.1789360791, output_fired_time: 0.0000000000, propagate_forward_time: 6.6835103035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707284927
validation[          , genome  6815] predictions:    9744/  10000 (97.44%), best:    9831/10000 (98.31%), error:       832.81879, best error:       553.18707 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 91.9270629883s, input_fired_time: 1.5476144552, output_fired_time: 1.2301353216, propagate_forward_time: 33.2051734924, propagate_backward_time: 53.8984680176, weight_update_time: 0.0984105319, other_time: 2.0456733704
epoch time: 7.1995463371s, input_fired_time: 0.1780379415, output_fired_time: 0.0000000000, propagate_forward_time: 6.6566061974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649020195
validation[          , genome  6815] predictions:    9790/  10000 (97.90%), best:    9831/10000 (98.31%), error:       691.59515, best error:       553.18707 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 91.9722824097s, input_fired_time: 1.5584716797, output_fired_time: 1.2255918980, propagate_forward_time: 33.2498245239, propagate_backward_time: 53.9105339050, weight_update_time: 0.0986146107, other_time: 2.0278587341
epoch time: 7.1883220673s, input_fired_time: 0.1803357303, output_fired_time: 0.0000000000, propagate_forward_time: 6.6425943375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653922081
validation[          , genome  6815] predictions:    9781/  10000 (97.81%), best:    9831/10000 (98.31%), error:       733.36279, best error:       553.18707 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 92.2440032959s, input_fired_time: 1.5652815104, output_fired_time: 1.2454974651, propagate_forward_time: 33.2742271423, propagate_backward_time: 54.1164169312, weight_update_time: 0.0986385643, other_time: 2.0425758362
epoch time: 7.1899847984s, input_fired_time: 0.1786612123, output_fired_time: 0.0000000000, propagate_forward_time: 6.6450591087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662643433
validation[          , genome  6815] predictions:    9712/  10000 (97.12%), best:    9831/10000 (98.31%), error:       843.48883, best error:       553.18707 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 92.2687911987s, input_fired_time: 1.5573825836, output_fired_time: 1.2456952333, propagate_forward_time: 33.2757415771, propagate_backward_time: 54.1463928223, weight_update_time: 0.0998639837, other_time: 2.0435791016
epoch time: 7.2109241486s, input_fired_time: 0.1787290275, output_fired_time: 0.0000000000, propagate_forward_time: 6.6662731171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659219742
validation[          , genome  6815] predictions:    9801/  10000 (98.01%), best:    9831/10000 (98.31%), error:       628.35541, best error:       553.18707 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 92.2129364014s, input_fired_time: 1.5559020042, output_fired_time: 1.2414178848, propagate_forward_time: 33.2914009094, propagate_backward_time: 54.0823936462, weight_update_time: 0.0985651687, other_time: 2.0418243408
epoch time: 7.1993885040s, input_fired_time: 0.1815207452, output_fired_time: 0.0000000000, propagate_forward_time: 6.6531419754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647255898
validation[          , genome  6815] predictions:    9801/  10000 (98.01%), best:    9831/10000 (98.31%), error:       655.57489, best error:       553.18707 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 92.2382125854s, input_fired_time: 1.5595706701, output_fired_time: 1.2443709373, propagate_forward_time: 33.2875976563, propagate_backward_time: 54.1161422729, weight_update_time: 0.0983925611, other_time: 2.0305328369
epoch time: 7.2033915520s, input_fired_time: 0.1812050641, output_fired_time: 0.0000000000, propagate_forward_time: 6.6543827057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678035736
validation[          , genome  6815] predictions:    9776/  10000 (97.76%), best:    9831/10000 (98.31%), error:       767.37628, best error:       553.18707 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.1546783447s, input_fired_time: 1.5604728460, output_fired_time: 1.2359501123, propagate_forward_time: 33.2845954895, propagate_backward_time: 54.0344238281, weight_update_time: 0.0979397073, other_time: 2.0392417908
epoch time: 7.2098188400s, input_fired_time: 0.1815835685, output_fired_time: 0.0000000000, propagate_forward_time: 6.6587829590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694524765
validation[          , genome  6815] predictions:    9800/  10000 (98.00%), best:    9831/10000 (98.31%), error:       643.75446, best error:       553.18707 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 92.2326812744s, input_fired_time: 1.5602054596, output_fired_time: 1.2377371788, propagate_forward_time: 33.2833480835, propagate_backward_time: 54.1253967285, weight_update_time: 0.0995952785, other_time: 2.0259933472
epoch time: 7.1826620102s, input_fired_time: 0.1777343303, output_fired_time: 0.0000000000, propagate_forward_time: 6.6402645111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646631241
validation[          , genome  6815] predictions:    9812/  10000 (98.12%), best:    9831/10000 (98.31%), error:       606.70245, best error:       553.18707 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 91.9770812988s, input_fired_time: 1.5515595675, output_fired_time: 1.2258857489, propagate_forward_time: 33.2137641907, propagate_backward_time: 53.9369239807, weight_update_time: 0.0990882665, other_time: 2.0489501953
epoch time: 7.2496228218s, input_fired_time: 0.1831113100, output_fired_time: 0.0000000000, propagate_forward_time: 6.6993074417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672041893
validation[          , genome  6815] predictions:    9779/  10000 (97.79%), best:    9831/10000 (98.31%), error:       709.91919, best error:       553.18707 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 92.1335678101s, input_fired_time: 1.5630987883, output_fired_time: 1.2374888659, propagate_forward_time: 33.2558708191, propagate_backward_time: 54.0357398987, weight_update_time: 0.0981508717, other_time: 2.0413742065
epoch time: 7.2001914978s, input_fired_time: 0.1813144982, output_fired_time: 0.0000000000, propagate_forward_time: 6.6511020660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677749634
validation[          , genome  6815] predictions:    9719/  10000 (97.19%), best:    9831/10000 (98.31%), error:       903.44122, best error:       553.18707 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 91.9538879395s, input_fired_time: 1.5602893829, output_fired_time: 1.2383244038, propagate_forward_time: 33.2199554443, propagate_backward_time: 53.8942298889, weight_update_time: 0.0986672193, other_time: 2.0410881042
epoch time: 7.1906719208s, input_fired_time: 0.1817592382, output_fired_time: 0.0000000000, propagate_forward_time: 6.6409564018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679561615
validation[          , genome  6815] predictions:    9783/  10000 (97.83%), best:    9831/10000 (98.31%), error:       719.32391, best error:       553.18707 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 92.0213470459s, input_fired_time: 1.5622440577, output_fired_time: 1.2361925840, propagate_forward_time: 33.2213973999, propagate_backward_time: 53.9760093689, weight_update_time: 0.0984064639, other_time: 2.0255088806
epoch time: 7.1991124153s, input_fired_time: 0.1810788214, output_fired_time: 0.0000000000, propagate_forward_time: 6.6523895264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656439781
validation[          , genome  6815] predictions:    9791/  10000 (97.91%), best:    9831/10000 (98.31%), error:       668.13757, best error:       553.18707 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 92.1011581421s, input_fired_time: 1.5606575012, output_fired_time: 1.2338408232, propagate_forward_time: 33.2556991577, propagate_backward_time: 54.0147743225, weight_update_time: 0.0987386778, other_time: 2.0361824036
epoch time: 7.2047429085s, input_fired_time: 0.1836994737, output_fired_time: 0.0000000000, propagate_forward_time: 6.6521072388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689360619
validation[          , genome  6815] predictions:    9809/  10000 (98.09%), best:    9831/10000 (98.31%), error:       661.10431, best error:       553.18707 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 92.1434097290s, input_fired_time: 1.5641901493, output_fired_time: 1.2302492857, propagate_forward_time: 33.2794685364, propagate_backward_time: 54.0326499939, weight_update_time: 0.0979549512, other_time: 2.0368499756
epoch time: 7.2139353752s, input_fired_time: 0.1920211315, output_fired_time: 0.0000000000, propagate_forward_time: 6.6586036682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633108139
validation[          , genome  6815] predictions:    9806/  10000 (98.06%), best:    9831/10000 (98.31%), error:       667.57605, best error:       553.18707 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 92.1262969971s, input_fired_time: 1.5618580580, output_fired_time: 1.2365630865, propagate_forward_time: 33.2827682495, propagate_backward_time: 54.0182571411, weight_update_time: 0.0999892652, other_time: 2.0268478394
epoch time: 7.2097120285s, input_fired_time: 0.1818065792, output_fired_time: 0.0000000000, propagate_forward_time: 6.6625547409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653507233
validation[          , genome  6815] predictions:    9805/  10000 (98.05%), best:    9831/10000 (98.31%), error:       643.70966, best error:       553.18707 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 92.0933837891s, input_fired_time: 1.5699144602, output_fired_time: 1.2381163836, propagate_forward_time: 33.2363128662, propagate_backward_time: 54.0132675171, weight_update_time: 0.0982298553, other_time: 2.0357742310
epoch time: 7.1974611282s, input_fired_time: 0.1802918315, output_fired_time: 0.0000000000, propagate_forward_time: 6.6515936852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655757904
validation[          , genome  6815] predictions:    9784/  10000 (97.84%), best:    9831/10000 (98.31%), error:       691.84747, best error:       553.18707 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 92.1643218994s, input_fired_time: 1.5708981752, output_fired_time: 1.2363121510, propagate_forward_time: 33.2832832336, propagate_backward_time: 54.0324974060, weight_update_time: 0.0984183401, other_time: 2.0413284302
epoch time: 7.1935067177s, input_fired_time: 0.1814768612, output_fired_time: 0.0000000000, propagate_forward_time: 6.6436600685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683695793
validation[          , genome  6815] predictions:    9756/  10000 (97.56%), best:    9831/10000 (98.31%), error:       761.68231, best error:       553.18707 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 92.2057113647s, input_fired_time: 1.5723792315, output_fired_time: 1.2407799959, propagate_forward_time: 33.3029212952, propagate_backward_time: 54.0588760376, weight_update_time: 0.0993700475, other_time: 2.0307502747
epoch time: 7.2260122299s, input_fired_time: 0.1828929484, output_fired_time: 0.0000000000, propagate_forward_time: 6.6784157753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647036552
validation[          , genome  6815] predictions:    9807/  10000 (98.07%), best:    9831/10000 (98.31%), error:       639.96466, best error:       553.18707 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 92.3951339722s, input_fired_time: 1.5678482056, output_fired_time: 1.2481753826, propagate_forward_time: 33.3271369934, propagate_backward_time: 54.2157936096, weight_update_time: 0.1000409871, other_time: 2.0361785889
epoch time: 7.2566084862s, input_fired_time: 0.1813232750, output_fired_time: 0.0000000000, propagate_forward_time: 6.7077054977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675799370
validation[          , genome  6815] predictions:    9748/  10000 (97.48%), best:    9831/10000 (98.31%), error:       776.53351, best error:       553.18707 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 92.2316131592s, input_fired_time: 1.5671153069, output_fired_time: 1.2382383347, propagate_forward_time: 33.2454986572, propagate_backward_time: 54.1414604187, weight_update_time: 0.0988148898, other_time: 2.0393028259
epoch time: 7.2104878426s, input_fired_time: 0.1833053827, output_fired_time: 0.0000000000, propagate_forward_time: 6.6615200043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656625748
validation[          , genome  6815] predictions:    9817/  10000 (98.17%), best:    9831/10000 (98.31%), error:       606.31293, best error:       553.18707 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 92.0876464844s, input_fired_time: 1.5689132214, output_fired_time: 1.2315976620, propagate_forward_time: 33.2627220154, propagate_backward_time: 53.9906463623, weight_update_time: 0.0991831198, other_time: 2.0337638855
epoch time: 7.2670030594s, input_fired_time: 0.1833825558, output_fired_time: 0.0000000000, propagate_forward_time: 6.7194762230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641443253
validation[          , genome  6815] predictions:    9823/  10000 (98.23%), best:    9831/10000 (98.31%), error:       578.85687, best error:       553.18707 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 97.7307891846s, input_fired_time: 1.7026889324, output_fired_time: 1.3071732521, propagate_forward_time: 35.2641372681, propagate_backward_time: 57.2503662109, weight_update_time: 0.0995140597, other_time: 2.2064208984
epoch time: 7.2101936340s, input_fired_time: 0.1814405173, output_fired_time: 0.0000000000, propagate_forward_time: 6.6645517349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642015457
validation[          , genome  6815] predictions:    9805/  10000 (98.05%), best:    9831/10000 (98.31%), error:       655.42041, best error:       553.18707 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 116.4879074097s, input_fired_time: 1.5694161654, output_fired_time: 1.2536997795, propagate_forward_time: 33.4797286987, propagate_backward_time: 59.7559661865, weight_update_time: 0.0987871662, other_time: 20.4290924072
epoch time: 7.1960334778s, input_fired_time: 0.1818382591, output_fired_time: 0.0000000000, propagate_forward_time: 6.6389718056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752236366
validation[          , genome  6815] predictions:    9813/  10000 (98.13%), best:    9831/10000 (98.31%), error:       616.25403, best error:       553.18707 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 96.1101226807s, input_fired_time: 1.6438194513, output_fired_time: 1.2679681778, propagate_forward_time: 34.7747001648, propagate_backward_time: 56.2890853882, weight_update_time: 0.1027897149, other_time: 2.1345481873
epoch time: 7.2055273056s, input_fired_time: 0.1829072535, output_fired_time: 0.0000000000, propagate_forward_time: 6.6571545601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654656410
validation[          , genome  6815] predictions:    9814/  10000 (98.14%), best:    9831/10000 (98.31%), error:       625.34656, best error:       553.18707 on epoch:    47, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.0258560181s, input_fired_time: 1.5667090416, output_fired_time: 1.2317622900, propagate_forward_time: 33.2142219543, propagate_backward_time: 53.9668235779, weight_update_time: 0.0989225060, other_time: 2.0463333130
epoch time: 7.1982178688s, input_fired_time: 0.1813085675, output_fired_time: 0.0000000000, propagate_forward_time: 6.6467518806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701572418
validation[          , genome  6815] predictions:    9826/  10000 (98.26%), best:    9831/10000 (98.31%), error:       601.43292, best error:       553.18707 on epoch:    47, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 92.2655334473s, input_fired_time: 1.5699721575, output_fired_time: 1.2363332510, propagate_forward_time: 33.2710800171, propagate_backward_time: 54.1519241333, weight_update_time: 0.0982018337, other_time: 2.0362243652
epoch time: 7.2162070274s, input_fired_time: 0.1830664724, output_fired_time: 0.0000000000, propagate_forward_time: 6.6634020805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697385788
validation[          , genome  6815] predictions:    9817/  10000 (98.17%), best:    9831/10000 (98.31%), error:       620.22522, best error:       553.18707 on epoch:    47, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 92.0821075439s, input_fired_time: 1.5681294203, output_fired_time: 1.2307727337, propagate_forward_time: 33.2616844177, propagate_backward_time: 53.9814033508, weight_update_time: 0.0978115126, other_time: 2.0401153564
epoch time: 7.1999220848s, input_fired_time: 0.1839292496, output_fired_time: 0.0000000000, propagate_forward_time: 6.6514258385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645668030
validation[          , genome  6815] predictions:    9764/  10000 (97.64%), best:    9831/10000 (98.31%), error:       749.66077, best error:       553.18707 on epoch:    47, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 92.2134704590s, input_fired_time: 1.5757167339, output_fired_time: 1.2422542572, propagate_forward_time: 33.2637138367, propagate_backward_time: 54.1057014465, weight_update_time: 0.0994795784, other_time: 2.0260848999
epoch time: 7.2114191055s, input_fired_time: 0.1834940761, output_fired_time: 0.0000000000, propagate_forward_time: 6.6604881287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674368858
validation[          , genome  6815] predictions:    9767/  10000 (97.67%), best:    9831/10000 (98.31%), error:       752.28918, best error:       553.18707 on epoch:    47, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 92.1447830200s, input_fired_time: 1.5741297007, output_fired_time: 1.2433046103, propagate_forward_time: 33.2695617676, propagate_backward_time: 54.0181159973, weight_update_time: 0.0981595963, other_time: 2.0396766663
epoch time: 7.2204966545s, input_fired_time: 0.1833019555, output_fired_time: 0.0000000000, propagate_forward_time: 6.6686611176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685336113
validation[          , genome  6815] predictions:    9813/  10000 (98.13%), best:    9831/10000 (98.31%), error:       612.15259, best error:       553.18707 on epoch:    47, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 92.1012725830s, input_fired_time: 1.5659587383, output_fired_time: 1.2371689081, propagate_forward_time: 33.2527084351, propagate_backward_time: 54.0086708069, weight_update_time: 0.1050135493, other_time: 2.0367698669
epoch time: 7.1915020943s, input_fired_time: 0.1830935776, output_fired_time: 0.0000000000, propagate_forward_time: 6.6425924301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658161163
validation[          , genome  6815] predictions:    9814/  10000 (98.14%), best:    9831/10000 (98.31%), error:       588.64459, best error:       553.18707 on epoch:    47, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.9968719482s, input_fired_time: 1.5759503841, output_fired_time: 1.2250018120, propagate_forward_time: 33.2255744934, propagate_backward_time: 53.9314422607, weight_update_time: 0.0987222269, other_time: 2.0389060974
epoch time: 7.2029132843s, input_fired_time: 0.1836130172, output_fired_time: 0.0000000000, propagate_forward_time: 6.6464743614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728260994
validation[          , genome  6815] predictions:    9813/  10000 (98.13%), best:    9831/10000 (98.31%), error:       620.89172, best error:       553.18707 on epoch:    47, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 92.0789947510s, input_fired_time: 1.5669885874, output_fired_time: 1.2264457941, propagate_forward_time: 33.2372703552, propagate_backward_time: 53.9907188416, weight_update_time: 0.0989362150, other_time: 2.0575714111
epoch time: 7.2114186287s, input_fired_time: 0.1847154945, output_fired_time: 0.0000000000, propagate_forward_time: 6.6537222862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729810715
validation[          , genome  6815] predictions:    9806/  10000 (98.06%), best:    9831/10000 (98.31%), error:       621.81055, best error:       553.18707 on epoch:    47, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 92.0653152466s, input_fired_time: 1.5636401176, output_fired_time: 1.2249337435, propagate_forward_time: 33.2546882629, propagate_backward_time: 53.9782028198, weight_update_time: 0.0998129100, other_time: 2.0438499451
epoch time: 7.1915822029s, input_fired_time: 0.1832931936, output_fired_time: 0.0000000000, propagate_forward_time: 6.6428880692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654007912
validation[          , genome  6815] predictions:    9819/  10000 (98.19%), best:    9831/10000 (98.31%), error:       576.52924, best error:       553.18707 on epoch:    47, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 92.0244293213s, input_fired_time: 1.5706307888, output_fired_time: 1.2287797928, propagate_forward_time: 33.2435760498, propagate_backward_time: 53.9519462585, weight_update_time: 0.0979440734, other_time: 2.0294914246
epoch time: 7.2090082169s, input_fired_time: 0.1819266230, output_fired_time: 0.0000000000, propagate_forward_time: 6.6608438492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662376404
validation[          , genome  6815] predictions:    9811/  10000 (98.11%), best:    9831/10000 (98.31%), error:       616.72595, best error:       553.18707 on epoch:    47, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 92.0637359619s, input_fired_time: 1.5711733103, output_fired_time: 1.2363502979, propagate_forward_time: 33.2315139771, propagate_backward_time: 53.9933547974, weight_update_time: 0.0988192558, other_time: 2.0313415527
epoch time: 7.1883311272s, input_fired_time: 0.1821620613, output_fired_time: 0.0000000000, propagate_forward_time: 6.6383109093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678579330
validation[          , genome  6815] predictions:    9815/  10000 (98.15%), best:    9831/10000 (98.31%), error:       601.10687, best error:       553.18707 on epoch:    47, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 91.9444656372s, input_fired_time: 1.5701262951, output_fired_time: 1.2239710093, propagate_forward_time: 33.2487335205, propagate_backward_time: 53.8600158691, weight_update_time: 0.0979953632, other_time: 2.0416183472
epoch time: 7.1795287132s, input_fired_time: 0.1812529564, output_fired_time: 0.0000000000, propagate_forward_time: 6.6296043396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686714172
validation[          , genome  6815] predictions:    9828/  10000 (98.28%), best:    9831/10000 (98.31%), error:       616.25568, best error:       553.18707 on epoch:    47, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 92.8170623779s, input_fired_time: 1.5780715942, output_fired_time: 1.2513605356, propagate_forward_time: 33.5624198914, propagate_backward_time: 54.3747215271, weight_update_time: 0.0984926596, other_time: 2.0504913330
epoch time: 7.2059097290s, input_fired_time: 0.1836055070, output_fired_time: 0.0000000000, propagate_forward_time: 6.6592369080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630671501
validation[          , genome  6815] predictions:    9805/  10000 (98.05%), best:    9831/10000 (98.31%), error:       617.16748, best error:       553.18707 on epoch:    47, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 91.8957443237s, input_fired_time: 1.5687246323, output_fired_time: 1.2220538855, propagate_forward_time: 33.1843261719, propagate_backward_time: 53.8984069824, weight_update_time: 0.0978488177, other_time: 2.0222320557
epoch time: 7.2059903145s, input_fired_time: 0.1851636916, output_fired_time: 0.0000000000, propagate_forward_time: 6.6573028564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635239601
validation[          , genome  6815] predictions:    9818/  10000 (98.18%), best:    9831/10000 (98.31%), error:       634.11206, best error:       553.18707 on epoch:    47, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 91.9414062500s, input_fired_time: 1.5756360292, output_fired_time: 1.2212960720, propagate_forward_time: 33.1879425049, propagate_backward_time: 53.9170837402, weight_update_time: 0.0978802741, other_time: 2.0394439697
epoch time: 7.1907429695s, input_fired_time: 0.1833990067, output_fired_time: 0.0000000000, propagate_forward_time: 6.6440443993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632993698
validation[          , genome  6815] predictions:    9809/  10000 (98.09%), best:    9831/10000 (98.31%), error:       600.93262, best error:       553.18707 on epoch:    47, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 91.8370590210s, input_fired_time: 1.5710791349, output_fired_time: 1.2227364779, propagate_forward_time: 33.1836204529, propagate_backward_time: 53.8412437439, weight_update_time: 0.0978892669, other_time: 2.0183792114
epoch time: 7.1911973953s, input_fired_time: 0.1825029552, output_fired_time: 0.0000000000, propagate_forward_time: 6.6417512894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669433594
validation[          , genome  6815] predictions:    9791/  10000 (97.91%), best:    9831/10000 (98.31%), error:       664.97906, best error:       553.18707 on epoch:    47, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 105.0442199707s, input_fired_time: 1.5974236727, output_fired_time: 1.2539587021, propagate_forward_time: 34.3671264648, propagate_backward_time: 65.7793884277, weight_update_time: 0.0992726684, other_time: 2.0463180542
epoch time: 7.2206501961s, input_fired_time: 0.1863879263, output_fired_time: 0.0000000000, propagate_forward_time: 6.6641473770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701148033
validation[          , genome  6815] predictions:    9810/  10000 (98.10%), best:    9831/10000 (98.31%), error:       614.25183, best error:       553.18707 on epoch:    47, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 91.9341583252s, input_fired_time: 1.5670970678, output_fired_time: 1.2236795425, propagate_forward_time: 33.2076568604, propagate_backward_time: 53.9066848755, weight_update_time: 0.0981772244, other_time: 2.0290374756
epoch time: 7.1941995621s, input_fired_time: 0.1817692816, output_fired_time: 0.0000000000, propagate_forward_time: 6.6451931000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672370911
validation[          , genome  6815] predictions:    9824/  10000 (98.24%), best:    9831/10000 (98.31%), error:       613.78522, best error:       553.18707 on epoch:    47, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 91.9734649658s, input_fired_time: 1.5766309500, output_fired_time: 1.2243241072, propagate_forward_time: 33.2327651978, propagate_backward_time: 53.9140357971, weight_update_time: 0.0979350135, other_time: 2.0257072449
epoch time: 7.1986870766s, input_fired_time: 0.1838624626, output_fired_time: 0.0000000000, propagate_forward_time: 6.6433615685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714628220
validation[          , genome  6815] predictions:    9815/  10000 (98.15%), best:    9831/10000 (98.31%), error:       620.36761, best error:       553.18707 on epoch:    47, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.9207000732s, input_fired_time: 1.5701749325, output_fired_time: 1.2267253399, propagate_forward_time: 33.2284545898, propagate_backward_time: 53.8605308533, weight_update_time: 0.0982880220, other_time: 2.0348167419
epoch time: 7.1802444458s, input_fired_time: 0.1862041354, output_fired_time: 0.0000000000, propagate_forward_time: 6.6298937798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641467094
validation[          , genome  6815] predictions:    9742/  10000 (97.42%), best:    9831/10000 (98.31%), error:       846.25317, best error:       553.18707 on epoch:    47, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 91.9038162231s, input_fired_time: 1.5657808781, output_fired_time: 1.2328479290, propagate_forward_time: 33.1818237305, propagate_backward_time: 53.8852157593, weight_update_time: 0.1062131748, other_time: 2.0381469727
epoch time: 7.2014303207s, input_fired_time: 0.1853700280, output_fired_time: 0.0000000000, propagate_forward_time: 6.6513776779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646826744
validation[          , genome  6815] predictions:    9823/  10000 (98.23%), best:    9831/10000 (98.31%), error:       571.36359, best error:       553.18707 on epoch:    47, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 91.7812500000s, input_fired_time: 1.5680360794, output_fired_time: 1.2172456980, propagate_forward_time: 33.1624984741, propagate_backward_time: 53.8042373657, weight_update_time: 0.0978528932, other_time: 2.0292282104
epoch time: 7.1830849648s, input_fired_time: 0.1863960177, output_fired_time: 0.0000000000, propagate_forward_time: 6.6298847198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668041229
validation[          , genome  6815] predictions:    9813/  10000 (98.13%), best:    9831/10000 (98.31%), error:       593.06732, best error:       553.18707 on epoch:    47, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 91.8170928955s, input_fired_time: 1.5743248463, output_fired_time: 1.2201776505, propagate_forward_time: 33.1783638000, propagate_backward_time: 53.8147087097, weight_update_time: 0.0992549136, other_time: 2.0295181274
epoch time: 7.2094359398s, input_fired_time: 0.1865340769, output_fired_time: 0.0000000000, propagate_forward_time: 6.6550354958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678665161
validation[          , genome  6815] predictions:    9797/  10000 (97.97%), best:    9831/10000 (98.31%), error:       637.54779, best error:       553.18707 on epoch:    47, 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: 35.9694442749s, input_fired_time: 0.8843300343, output_fired_time: 0.0000000000, propagate_forward_time: 33.1868553162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8982582092
best training[          , genome  6815] predictions:   49740/  50000 (99.48%), best:    9831/10000 (98.31%), error:      1123.16907, best error:       553.18707 on epoch:    47, 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: 7.1696329117s, input_fired_time: 0.1750175655, output_fired_time: 0.0000000000, propagate_forward_time: 6.6274595261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671560287
   testing[          , genome  6815] predictions:    9843/  10000 (98.43%), best:    9831/10000 (98.31%), error:       558.03180, best error:       553.18707 on epoch:    47, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:01:01 (6996): called boinc_finish(0)

</stderr_txt>
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