Nameexact_genome_1512568488_45_5148_1
Workunit2596995
Created7 Dec 2017, 13:27:28 UTC
Sent7 Dec 2017, 13:29:01 UTC
Report deadline12 Dec 2017, 16:54:17 UTC
Received9 Dec 2017, 3:20:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 56 min 39 sec
CPU time2 hours 53 min
Validate stateValid
Credit1,285.64
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.20 MB
Peak swap size157.87 MB
Peak disk usage2.10 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0974486470, output_fired_time: 0.0000000000, propagate_forward_time: 6.8707857132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4913120270
validation[          , genome  5148] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1122.04907, best error:      1122.04907 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 94.0553207397s, input_fired_time: 0.7713526487, output_fired_time: 0.7837371826, propagate_forward_time: 35.1566734314, propagate_backward_time: 54.6746788025, weight_update_time: 0.1769656986, other_time: 2.6688766479
epoch time: 7.8597121239s, input_fired_time: 0.0969773382, output_fired_time: 0.0000000000, propagate_forward_time: 7.2917165756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4710183144
validation[          , genome  5148] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1097.32690, best error:      1097.32690 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 95.8730850220s, input_fired_time: 0.7789093256, output_fired_time: 0.7981697321, propagate_forward_time: 35.9290466309, propagate_backward_time: 55.6569328308, weight_update_time: 0.1815877706, other_time: 2.7100257874
epoch time: 7.5459151268s, input_fired_time: 0.0970867053, output_fired_time: 0.0000000000, propagate_forward_time: 6.9676952362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811329842
validation[          , genome  5148] predictions:    9593/  10000 (95.93%), best:    9665/10000 (96.65%), error:      1286.08984, best error:      1097.32690 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 95.5071868896s, input_fired_time: 0.7857197523, output_fired_time: 0.7960734367, propagate_forward_time: 35.7114524841, propagate_backward_time: 55.5248718262, weight_update_time: 0.1792228967, other_time: 2.6890678406
epoch time: 7.7577319145s, input_fired_time: 0.0998722985, output_fired_time: 0.0000000000, propagate_forward_time: 7.1786026955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792571068
validation[          , genome  5148] predictions:    9622/  10000 (96.22%), best:    9665/10000 (96.65%), error:      1254.54480, best error:      1097.32690 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 93.9723052979s, input_fired_time: 0.7757840157, output_fired_time: 0.7851793170, propagate_forward_time: 35.0434150696, propagate_backward_time: 54.6468696594, weight_update_time: 0.1775391698, other_time: 2.7210540771
epoch time: 6.7062172890s, input_fired_time: 0.0928041413, output_fired_time: 0.0000000000, propagate_forward_time: 6.1129283905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004849434
validation[          , genome  5148] predictions:    9605/  10000 (96.05%), best:    9665/10000 (96.65%), error:      1247.98352, best error:      1097.32690 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 93.2434158325s, input_fired_time: 0.7734282017, output_fired_time: 0.7816849351, propagate_forward_time: 34.6900901794, propagate_backward_time: 54.3083953857, weight_update_time: 0.1773232520, other_time: 2.6898155212
epoch time: 7.4543266296s, input_fired_time: 0.0956482142, output_fired_time: 0.0000000000, propagate_forward_time: 6.8793115616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793667793
validation[          , genome  5148] predictions:    9640/  10000 (96.40%), best:    9665/10000 (96.65%), error:      1162.10852, best error:      1097.32690 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 95.4466552734s, input_fired_time: 0.7813295722, output_fired_time: 0.7966929078, propagate_forward_time: 35.6407814026, propagate_backward_time: 55.5422019958, weight_update_time: 0.1786479652, other_time: 2.6856536865
epoch time: 7.3568124771s, input_fired_time: 0.0951353237, output_fired_time: 0.0000000000, propagate_forward_time: 6.7847533226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769239426
validation[          , genome  5148] predictions:    9659/  10000 (96.59%), best:    9665/10000 (96.65%), error:      1152.25647, best error:      1097.32690 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 95.5743637085s, input_fired_time: 0.7832025290, output_fired_time: 0.7906648517, propagate_forward_time: 35.8481521606, propagate_backward_time: 55.4888267517, weight_update_time: 0.1790145934, other_time: 2.6635169983
epoch time: 7.8351373672s, input_fired_time: 0.1027176157, output_fired_time: 0.0000000000, propagate_forward_time: 7.2300801277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023398399
validation[          , genome  5148] predictions:    9626/  10000 (96.26%), best:    9665/10000 (96.65%), error:      1261.32104, best error:      1097.32690 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 94.8227996826s, input_fired_time: 0.7786793113, output_fired_time: 0.7869330645, propagate_forward_time: 35.5257682800, propagate_backward_time: 55.0552749634, weight_update_time: 0.1773502827, other_time: 2.6761436462
epoch time: 7.9815673828s, input_fired_time: 0.1009465829, output_fired_time: 0.0000000000, propagate_forward_time: 7.3838191032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968018532
validation[          , genome  5148] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1072.59595, best error:      1072.59595 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 95.7215881348s, input_fired_time: 0.7909862399, output_fired_time: 0.8008828759, propagate_forward_time: 35.7890319824, propagate_backward_time: 55.6058502197, weight_update_time: 0.1824757159, other_time: 2.7348403931
epoch time: 7.6808176041s, input_fired_time: 0.0994875133, output_fired_time: 0.0000000000, propagate_forward_time: 7.0912036896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901266098
validation[          , genome  5148] predictions:    9662/  10000 (96.62%), best:    9683/10000 (96.83%), error:      1087.06653, best error:      1072.59595 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 93.9281234741s, input_fired_time: 0.7676162124, output_fired_time: 0.7851305008, propagate_forward_time: 35.0051116943, propagate_backward_time: 54.7353744507, weight_update_time: 0.1759295315, other_time: 2.6348876953
epoch time: 7.4444198608s, input_fired_time: 0.1005426422, output_fired_time: 0.0000000000, propagate_forward_time: 6.8340530396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098242760
validation[          , genome  5148] predictions:    9674/  10000 (96.74%), best:    9683/10000 (96.83%), error:      1078.13855, best error:      1072.59595 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.3593673706s, input_fired_time: 0.7822620273, output_fired_time: 0.7928636074, propagate_forward_time: 35.7399635315, propagate_backward_time: 55.3681449890, weight_update_time: 0.1789269447, other_time: 2.6761322021
epoch time: 7.6917810440s, input_fired_time: 0.0963694379, output_fired_time: 0.0000000000, propagate_forward_time: 7.1306004524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648113251
validation[          , genome  5148] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1060.65894, best error:      1060.65894 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 93.6878585815s, input_fired_time: 0.7767280340, output_fired_time: 0.7909420729, propagate_forward_time: 34.7051963806, propagate_backward_time: 54.7371902466, weight_update_time: 0.1776307523, other_time: 2.6778068542
epoch time: 7.4607419968s, input_fired_time: 0.0992844403, output_fired_time: 0.0000000000, propagate_forward_time: 6.8516168594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5098404884
validation[          , genome  5148] predictions:    9665/  10000 (96.65%), best:    9674/10000 (96.74%), error:      1074.78088, best error:      1060.65894 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 95.8103179932s, input_fired_time: 0.7756219506, output_fired_time: 0.7899186611, propagate_forward_time: 35.9507141113, propagate_backward_time: 55.6712036133, weight_update_time: 0.1788279563, other_time: 2.6228637695
epoch time: 7.5255231857s, input_fired_time: 0.0982645974, output_fired_time: 0.0000000000, propagate_forward_time: 6.9342336655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930248260
validation[          , genome  5148] predictions:    9627/  10000 (96.27%), best:    9674/10000 (96.74%), error:      1161.95105, best error:      1060.65894 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 95.8667297363s, input_fired_time: 0.7958588004, output_fired_time: 0.7963922620, propagate_forward_time: 35.8421707153, propagate_backward_time: 55.7135429382, weight_update_time: 0.1792426407, other_time: 2.7187614441
epoch time: 7.7613644600s, input_fired_time: 0.0996075645, output_fired_time: 0.0000000000, propagate_forward_time: 7.1793794632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823775291
validation[          , genome  5148] predictions:    9639/  10000 (96.39%), best:    9674/10000 (96.74%), error:      1140.86462, best error:      1060.65894 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 94.6180419922s, input_fired_time: 0.7848632932, output_fired_time: 0.7890763879, propagate_forward_time: 35.2586669922, propagate_backward_time: 55.0919609070, weight_update_time: 0.1787381768, other_time: 2.6934700012
epoch time: 7.4977879524s, input_fired_time: 0.0975763500, output_fired_time: 0.0000000000, propagate_forward_time: 6.9086165428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915952682
validation[          , genome  5148] predictions:    9624/  10000 (96.24%), best:    9674/10000 (96.74%), error:      1133.34167, best error:      1060.65894 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 93.7802734375s, input_fired_time: 0.7679441571, output_fired_time: 0.7808766365, propagate_forward_time: 34.9235076904, propagate_backward_time: 54.7063636780, weight_update_time: 0.1747926474, other_time: 2.6015815735
epoch time: 7.7272224426s, input_fired_time: 0.0976111293, output_fired_time: 0.0000000000, propagate_forward_time: 7.1661686897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634428024
validation[          , genome  5148] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1035.02148, best error:      1035.02148 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 95.2943191528s, input_fired_time: 0.7799783945, output_fired_time: 0.7884799838, propagate_forward_time: 35.7263793945, propagate_backward_time: 55.3570518494, weight_update_time: 0.1759236157, other_time: 2.6424293518
epoch time: 7.8745450974s, input_fired_time: 0.1050483659, output_fired_time: 0.0000000000, propagate_forward_time: 7.2736053467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958915710
validation[          , genome  5148] predictions:    9658/  10000 (96.58%), best:    9669/10000 (96.69%), error:      1067.74524, best error:      1035.02148 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 94.7990570068s, input_fired_time: 0.7809645534, output_fired_time: 0.7886504531, propagate_forward_time: 35.4135513306, propagate_backward_time: 55.1219558716, weight_update_time: 0.1781101972, other_time: 2.6939315796
epoch time: 7.8713922501s, input_fired_time: 0.1038258448, output_fired_time: 0.0000000000, propagate_forward_time: 7.2862677574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4812984467
validation[          , genome  5148] predictions:    9680/  10000 (96.80%), best:    9669/10000 (96.69%), error:      1035.40808, best error:      1035.02148 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 94.7281036377s, input_fired_time: 0.7829376459, output_fired_time: 0.7863718271, propagate_forward_time: 35.4292182922, propagate_backward_time: 55.0457191467, weight_update_time: 0.1783847213, other_time: 2.6838607788
epoch time: 7.7008914948s, input_fired_time: 0.0981458351, output_fired_time: 0.0000000000, propagate_forward_time: 7.1326308250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701147079
validation[          , genome  5148] predictions:    9671/  10000 (96.71%), best:    9669/10000 (96.69%), error:      1100.38025, best error:      1035.02148 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 95.6327972412s, input_fired_time: 0.7902324200, output_fired_time: 0.7967265844, propagate_forward_time: 35.7850532532, propagate_backward_time: 55.5355606079, weight_update_time: 0.1819816381, other_time: 2.7252235413
epoch time: 7.6953368187s, input_fired_time: 0.0984310359, output_fired_time: 0.0000000000, propagate_forward_time: 7.1257195473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711861610
validation[          , genome  5148] predictions:    9618/  10000 (96.18%), best:    9669/10000 (96.69%), error:      1221.02234, best error:      1035.02148 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 95.0530395508s, input_fired_time: 0.7863746285, output_fired_time: 0.7971327901, propagate_forward_time: 35.3920707703, propagate_backward_time: 55.3446731567, weight_update_time: 0.1798954308, other_time: 2.7327842712
epoch time: 7.6992654800s, input_fired_time: 0.0986256748, output_fired_time: 0.0000000000, propagate_forward_time: 7.1369462013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636936188
validation[          , genome  5148] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       967.06213, best error:       967.06213 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 95.6501541138s, input_fired_time: 0.7795132399, output_fired_time: 0.7929132581, propagate_forward_time: 35.8258476257, propagate_backward_time: 55.5819358826, weight_update_time: 0.1774379164, other_time: 2.6699447632
epoch time: 7.1107497215s, input_fired_time: 0.0981163755, output_fired_time: 0.0000000000, propagate_forward_time: 6.5217165947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4909167290
validation[          , genome  5148] predictions:    9687/  10000 (96.87%), best:    9716/10000 (97.16%), error:      1032.13696, best error:       967.06213 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 94.9923324585s, input_fired_time: 0.7837187052, output_fired_time: 0.7917876244, propagate_forward_time: 35.4369583130, propagate_backward_time: 55.3230438232, weight_update_time: 0.1775839478, other_time: 2.6568222046
epoch time: 7.5817036629s, input_fired_time: 0.1019026414, output_fired_time: 0.0000000000, propagate_forward_time: 6.9846987724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951024055
validation[          , genome  5148] predictions:    9673/  10000 (96.73%), best:    9716/10000 (97.16%), error:      1062.67505, best error:       967.06213 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 95.0761337280s, input_fired_time: 0.7838213444, output_fired_time: 0.7947543859, propagate_forward_time: 35.4541282654, propagate_backward_time: 55.3655624390, weight_update_time: 0.1786761284, other_time: 2.6778678894
epoch time: 7.7741446495s, input_fired_time: 0.0994451270, output_fired_time: 0.0000000000, propagate_forward_time: 7.1986742020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760251045
validation[          , genome  5148] predictions:    9548/  10000 (95.48%), best:    9716/10000 (97.16%), error:      1378.82397, best error:       967.06213 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 95.6903152466s, input_fired_time: 0.7752969861, output_fired_time: 0.7889677286, propagate_forward_time: 35.8810348511, propagate_backward_time: 55.6071586609, weight_update_time: 0.1783681363, other_time: 2.6378517151
epoch time: 7.9705667496s, input_fired_time: 0.1049506068, output_fired_time: 0.0000000000, propagate_forward_time: 7.3699512482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956650734
validation[          , genome  5148] predictions:    9677/  10000 (96.77%), best:    9716/10000 (97.16%), error:      1012.93262, best error:       967.06213 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 95.2314147949s, input_fired_time: 0.7794378996, output_fired_time: 0.7891388535, propagate_forward_time: 35.6067657471, propagate_backward_time: 55.3921241760, weight_update_time: 0.1793091148, other_time: 2.6639518738
epoch time: 7.9232053757s, input_fired_time: 0.1016424373, output_fired_time: 0.0000000000, propagate_forward_time: 7.3260326385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955301285
validation[          , genome  5148] predictions:    9679/  10000 (96.79%), best:    9716/10000 (97.16%), error:      1095.16956, best error:       967.06213 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 93.8615188599s, input_fired_time: 0.7816018462, output_fired_time: 0.7935767770, propagate_forward_time: 34.6986732483, propagate_backward_time: 54.8796424866, weight_update_time: 0.1801650077, other_time: 2.7080230713
epoch time: 7.7402796745s, input_fired_time: 0.0973393098, output_fired_time: 0.0000000000, propagate_forward_time: 7.1770601273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4658803940
validation[          , genome  5148] predictions:    9616/  10000 (96.16%), best:    9716/10000 (97.16%), error:      1191.72144, best error:       967.06213 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 94.9128723145s, input_fired_time: 0.7824957371, output_fired_time: 0.7932677269, propagate_forward_time: 35.2593765259, propagate_backward_time: 55.3689422607, weight_update_time: 0.1798307598, other_time: 2.7087936401
epoch time: 7.1526002884s, input_fired_time: 0.0968122035, output_fired_time: 0.0000000000, propagate_forward_time: 6.5765604973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792275429
validation[          , genome  5148] predictions:    9663/  10000 (96.63%), best:    9716/10000 (97.16%), error:      1076.25281, best error:       967.06213 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 95.7781906128s, input_fired_time: 0.7918142676, output_fired_time: 0.7991428375, propagate_forward_time: 35.8796157837, propagate_backward_time: 55.5901679993, weight_update_time: 0.1814599484, other_time: 2.7174491882
epoch time: 7.7588095665s, input_fired_time: 0.0980637223, output_fired_time: 0.0000000000, propagate_forward_time: 7.1828613281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778842926
validation[          , genome  5148] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       953.79419, best error:       953.79419 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 95.0507812500s, input_fired_time: 0.7974969149, output_fired_time: 0.7944514751, propagate_forward_time: 35.4018096924, propagate_backward_time: 55.3483772278, weight_update_time: 0.1796651781, other_time: 2.7086448669
epoch time: 7.8521966934s, input_fired_time: 0.1012888700, output_fired_time: 0.0000000000, propagate_forward_time: 7.2628226280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880852699
validation[          , genome  5148] predictions:    9686/  10000 (96.86%), best:    9701/10000 (97.01%), error:      1006.36829, best error:       953.79419 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 94.0236053467s, input_fired_time: 0.7870202065, output_fired_time: 0.7824575901, propagate_forward_time: 35.0013694763, propagate_backward_time: 54.7520980835, weight_update_time: 0.1793947369, other_time: 2.7006645203
epoch time: 7.6428537369s, input_fired_time: 0.0984783843, output_fired_time: 0.0000000000, propagate_forward_time: 7.0692200661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751553535
validation[          , genome  5148] predictions:    9705/  10000 (97.05%), best:    9701/10000 (97.01%), error:       996.16974, best error:       953.79419 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 96.2194290161s, input_fired_time: 0.7880136371, output_fired_time: 0.8020499349, propagate_forward_time: 36.1008453369, propagate_backward_time: 55.8955574036, weight_update_time: 0.1786690354, other_time: 2.6329612732
epoch time: 7.4085702896s, input_fired_time: 0.0974968597, output_fired_time: 0.0000000000, propagate_forward_time: 6.8294782639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815950394
validation[          , genome  5148] predictions:    9641/  10000 (96.41%), best:    9701/10000 (97.01%), error:      1104.04089, best error:       953.79419 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 94.5938568115s, input_fired_time: 0.7807934284, output_fired_time: 0.7879582047, propagate_forward_time: 35.2822647095, propagate_backward_time: 55.0513305664, weight_update_time: 0.1803122461, other_time: 2.6915130615
epoch time: 7.6629328728s, input_fired_time: 0.0993451104, output_fired_time: 0.0000000000, propagate_forward_time: 7.0932917595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702959061
validation[          , genome  5148] predictions:    9623/  10000 (96.23%), best:    9701/10000 (97.01%), error:      1207.29858, best error:       953.79419 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 95.2906646729s, input_fired_time: 0.7904499173, output_fired_time: 0.7976001501, propagate_forward_time: 35.4833526611, propagate_backward_time: 55.5164451599, weight_update_time: 0.1793233305, other_time: 2.7028160095
epoch time: 6.6812000275s, input_fired_time: 0.0958083794, output_fired_time: 0.0000000000, propagate_forward_time: 6.0980257988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873657227
validation[          , genome  5148] predictions:    9677/  10000 (96.77%), best:    9701/10000 (97.01%), error:      1087.44226, best error:       953.79419 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 95.8777084351s, input_fired_time: 0.7965952158, output_fired_time: 0.8021845222, propagate_forward_time: 35.8103828430, propagate_backward_time: 55.7593078613, weight_update_time: 0.1821449399, other_time: 2.7092399597
epoch time: 7.7582917213s, input_fired_time: 0.0989233553, output_fired_time: 0.0000000000, propagate_forward_time: 7.1831221581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762463570
validation[          , genome  5148] predictions:    9694/  10000 (96.94%), best:    9701/10000 (97.01%), error:       966.74365, best error:       953.79419 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 95.7517547607s, input_fired_time: 0.7992246151, output_fired_time: 0.7979957461, propagate_forward_time: 35.7470245361, propagate_backward_time: 55.6623687744, weight_update_time: 0.1840273440, other_time: 2.7451400757
epoch time: 7.7684745789s, input_fired_time: 0.1011934206, output_fired_time: 0.0000000000, propagate_forward_time: 7.2028417587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644393921
validation[          , genome  5148] predictions:    9688/  10000 (96.88%), best:    9701/10000 (97.01%), error:      1025.01611, best error:       953.79419 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 94.1220550537s, input_fired_time: 0.7851922512, output_fired_time: 0.7825086713, propagate_forward_time: 35.0825309753, propagate_backward_time: 54.7263946533, weight_update_time: 0.1801962554, other_time: 2.7454261780
epoch time: 7.7895998955s, input_fired_time: 0.0987970531, output_fired_time: 0.0000000000, propagate_forward_time: 7.2271447182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636583328
validation[          , genome  5148] predictions:    9666/  10000 (96.66%), best:    9701/10000 (97.01%), error:      1055.70276, best error:       953.79419 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 95.6105957031s, input_fired_time: 0.7896873951, output_fired_time: 0.7924289107, propagate_forward_time: 35.8189849854, propagate_backward_time: 55.5171279907, weight_update_time: 0.1797495186, other_time: 2.6923675537
epoch time: 7.7444868088s, input_fired_time: 0.0991853476, output_fired_time: 0.0000000000, propagate_forward_time: 7.1815567017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637446404
validation[          , genome  5148] predictions:    9673/  10000 (96.73%), best:    9701/10000 (97.01%), error:      1136.85510, best error:       953.79419 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 95.4094924927s, input_fired_time: 0.7914083004, output_fired_time: 0.7950081825, propagate_forward_time: 35.6410942078, propagate_backward_time: 55.5052146912, weight_update_time: 0.1785997301, other_time: 2.6767730713
epoch time: 7.4855127335s, input_fired_time: 0.0988207161, output_fired_time: 0.0000000000, propagate_forward_time: 6.9059138298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807782173
validation[          , genome  5148] predictions:    9702/  10000 (97.02%), best:    9701/10000 (97.01%), error:       981.98688, best error:       953.79419 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 95.0404586792s, input_fired_time: 0.7907748222, output_fired_time: 0.7921415567, propagate_forward_time: 35.4817733765, propagate_backward_time: 55.2787017822, weight_update_time: 0.1795862317, other_time: 2.6970672607
epoch time: 7.6830806732s, input_fired_time: 0.0997067243, output_fired_time: 0.0000000000, propagate_forward_time: 7.1067929268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4765810966
validation[          , genome  5148] predictions:    9700/  10000 (97.00%), best:    9701/10000 (97.01%), error:      1002.11694, best error:       953.79419 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 94.0473098755s, input_fired_time: 0.7778335810, output_fired_time: 0.7801339030, propagate_forward_time: 35.0974998474, propagate_backward_time: 54.7526016235, weight_update_time: 0.1782864630, other_time: 2.6392402649
epoch time: 6.8359203339s, input_fired_time: 0.0976973251, output_fired_time: 0.0000000000, propagate_forward_time: 6.2034325600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347905159
validation[          , genome  5148] predictions:    9689/  10000 (96.89%), best:    9701/10000 (97.01%), error:       995.52368, best error:       953.79419 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 96.5295410156s, input_fired_time: 0.7991016507, output_fired_time: 0.8010324240, propagate_forward_time: 36.1241798401, propagate_backward_time: 56.1015052795, weight_update_time: 0.1817383915, other_time: 2.7037200928
epoch time: 7.9199671745s, input_fired_time: 0.1019075215, output_fired_time: 0.0000000000, propagate_forward_time: 7.3259735107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920859337
validation[          , genome  5148] predictions:    9664/  10000 (96.64%), best:    9701/10000 (97.01%), error:      1077.64697, best error:       953.79419 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 96.0232467651s, input_fired_time: 0.7980626822, output_fired_time: 0.7973527908, propagate_forward_time: 35.9150543213, propagate_backward_time: 55.7764320374, weight_update_time: 0.1838848591, other_time: 2.7363395691
epoch time: 7.7890768051s, input_fired_time: 0.0998454690, output_fired_time: 0.0000000000, propagate_forward_time: 7.2128119469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4764194489
validation[          , genome  5148] predictions:    9692/  10000 (96.92%), best:    9701/10000 (97.01%), error:      1014.10229, best error:       953.79419 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 94.8473587036s, input_fired_time: 0.7916395664, output_fired_time: 0.7923622131, propagate_forward_time: 35.4683990479, propagate_backward_time: 55.1140403748, weight_update_time: 0.1780526489, other_time: 2.6809120178
epoch time: 7.7890233994s, input_fired_time: 0.1003895253, output_fired_time: 0.0000000000, propagate_forward_time: 7.2070450783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815888405
validation[          , genome  5148] predictions:    9703/  10000 (97.03%), best:    9701/10000 (97.01%), error:       986.30804, best error:       953.79419 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 95.2195205688s, input_fired_time: 0.7874333262, output_fired_time: 0.7850183249, propagate_forward_time: 35.7083930969, propagate_backward_time: 55.2638549805, weight_update_time: 0.1786686033, other_time: 2.6748237610
epoch time: 7.8587307930s, input_fired_time: 0.1001235545, output_fired_time: 0.0000000000, propagate_forward_time: 7.2859721184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726352692
validation[          , genome  5148] predictions:    9674/  10000 (96.74%), best:    9701/10000 (97.01%), error:      1038.16589, best error:       953.79419 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 93.4741363525s, input_fired_time: 0.7815380096, output_fired_time: 0.7807438374, propagate_forward_time: 34.7743949890, propagate_backward_time: 54.4414176941, weight_update_time: 0.1782107055, other_time: 2.6960372925
epoch time: 7.5756535530s, input_fired_time: 0.0959583372, output_fired_time: 0.0000000000, propagate_forward_time: 7.0192255974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604697227
validation[          , genome  5148] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       917.34698, best error:       917.34698 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 93.2451400757s, input_fired_time: 0.7811923623, output_fired_time: 0.7792793512, propagate_forward_time: 34.6757469177, propagate_backward_time: 54.3606452942, weight_update_time: 0.1739659756, other_time: 2.6482772827
epoch time: 7.7139487267s, input_fired_time: 0.1001802459, output_fired_time: 0.0000000000, propagate_forward_time: 7.1431155205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706530571
validation[          , genome  5148] predictions:    9702/  10000 (97.02%), best:    9719/10000 (97.19%), error:       978.12823, best error:       917.34698 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 95.4981765747s, input_fired_time: 0.7878121138, output_fired_time: 0.7924113870, propagate_forward_time: 35.7120590210, propagate_backward_time: 55.5406036377, weight_update_time: 0.1790506095, other_time: 2.6652908325
epoch time: 7.5248088837s, input_fired_time: 0.1001177579, output_fired_time: 0.0000000000, propagate_forward_time: 6.9398179054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4848732948
validation[          , genome  5148] predictions:    9709/  10000 (97.09%), best:    9719/10000 (97.19%), error:       950.90179, best error:       917.34698 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 94.9695129395s, input_fired_time: 0.7864801884, output_fired_time: 0.7921921611, propagate_forward_time: 35.4169273376, propagate_backward_time: 55.2780151367, weight_update_time: 0.1800784022, other_time: 2.6958961487
epoch time: 7.8540410995s, input_fired_time: 0.1038892344, output_fired_time: 0.0000000000, propagate_forward_time: 7.2593855858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4907660484
validation[          , genome  5148] predictions:    9711/  10000 (97.11%), best:    9719/10000 (97.19%), error:       978.61572, best error:       917.34698 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 93.5736007690s, input_fired_time: 0.7818368673, output_fired_time: 0.7825704813, propagate_forward_time: 34.7051200867, propagate_backward_time: 54.6193008423, weight_update_time: 0.1763146222, other_time: 2.6847724915
epoch time: 7.8162398338s, input_fired_time: 0.1009653434, output_fired_time: 0.0000000000, propagate_forward_time: 7.2360134125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4792609215
validation[          , genome  5148] predictions:    9673/  10000 (96.73%), best:    9719/10000 (97.19%), error:      1053.97388, best error:       917.34698 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 95.1684722900s, input_fired_time: 0.7874206901, output_fired_time: 0.7942182422, propagate_forward_time: 35.5335731506, propagate_backward_time: 55.3692893982, weight_update_time: 0.1785672009, other_time: 2.6839675903
epoch time: 7.2180643082s, input_fired_time: 0.0978512168, output_fired_time: 0.0000000000, propagate_forward_time: 6.6435875893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766254425
validation[          , genome  5148] predictions:    9693/  10000 (96.93%), best:    9719/10000 (97.19%), error:      1038.69348, best error:       917.34698 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 94.6035232544s, input_fired_time: 0.7899127007, output_fired_time: 0.7909376621, propagate_forward_time: 35.2117004395, propagate_backward_time: 55.0842247009, weight_update_time: 0.1793197989, other_time: 2.7267494202
epoch time: 7.8587913513s, input_fired_time: 0.0993268415, output_fired_time: 0.0000000000, propagate_forward_time: 7.2988805771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605841637
validation[          , genome  5148] predictions:    9645/  10000 (96.45%), best:    9719/10000 (97.19%), error:      1140.48059, best error:       917.34698 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 95.6997146606s, input_fired_time: 0.8000670671, output_fired_time: 0.7989607453, propagate_forward_time: 35.8195953369, propagate_backward_time: 55.5821533203, weight_update_time: 0.1805360466, other_time: 2.6989440918
epoch time: 7.8152804375s, input_fired_time: 0.1012192816, output_fired_time: 0.0000000000, propagate_forward_time: 7.2307219505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833393097
validation[          , genome  5148] predictions:    9699/  10000 (96.99%), best:    9719/10000 (97.19%), error:       962.62292, best error:       917.34698 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 94.8828506470s, input_fired_time: 0.7900363803, output_fired_time: 0.8088989258, propagate_forward_time: 35.4458007813, propagate_backward_time: 55.1526489258, weight_update_time: 0.1795232892, other_time: 2.6854629517
epoch time: 7.7242493629s, input_fired_time: 0.0992652625, output_fired_time: 0.0000000000, propagate_forward_time: 7.1567168236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682674408
validation[          , genome  5148] predictions:    9616/  10000 (96.16%), best:    9719/10000 (97.19%), error:      1198.36682, best error:       917.34698 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 94.3187789917s, input_fired_time: 0.7780547738, output_fired_time: 0.7856606245, propagate_forward_time: 35.1312980652, propagate_backward_time: 54.9992866516, weight_update_time: 0.1768992692, other_time: 2.6244812012
epoch time: 7.6289515495s, input_fired_time: 0.0976593271, output_fired_time: 0.0000000000, propagate_forward_time: 7.0648908615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664015770
validation[          , genome  5148] predictions:    9682/  10000 (96.82%), best:    9719/10000 (97.19%), error:      1038.28223, best error:       917.34698 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 94.1416931152s, input_fired_time: 0.7828649879, output_fired_time: 0.7865199447, propagate_forward_time: 35.1327323914, propagate_backward_time: 54.7589073181, weight_update_time: 0.1768078208, other_time: 2.6806640625
epoch time: 7.4094886780s, input_fired_time: 0.0981079265, output_fired_time: 0.0000000000, propagate_forward_time: 6.8431749344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682059288
validation[          , genome  5148] predictions:    9680/  10000 (96.80%), best:    9719/10000 (97.19%), error:       997.73401, best error:       917.34698 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 95.3897857666s, input_fired_time: 0.7894455194, output_fired_time: 0.7903438210, propagate_forward_time: 35.7336082458, propagate_backward_time: 55.3903617859, weight_update_time: 0.1799454540, other_time: 2.6860275269
epoch time: 7.7743692398s, input_fired_time: 0.1003913730, output_fired_time: 0.0000000000, propagate_forward_time: 7.1900005341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4839773178
validation[          , genome  5148] predictions:    9703/  10000 (97.03%), best:    9719/10000 (97.19%), error:       992.42841, best error:       917.34698 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 94.6151809692s, input_fired_time: 0.7819013596, output_fired_time: 0.7941161990, propagate_forward_time: 35.3641548157, propagate_backward_time: 55.0430564880, weight_update_time: 0.1800753772, other_time: 2.6319580078
epoch time: 7.6989531517s, input_fired_time: 0.0988698229, output_fired_time: 0.0000000000, propagate_forward_time: 7.1300711632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700121880
validation[          , genome  5148] predictions:    9678/  10000 (96.78%), best:    9719/10000 (97.19%), error:      1026.45251, best error:       917.34698 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 94.8789978027s, input_fired_time: 0.7897040844, output_fired_time: 0.7935488224, propagate_forward_time: 35.4552879333, propagate_backward_time: 55.1693992615, weight_update_time: 0.1791692823, other_time: 2.6710586548
epoch time: 7.6098785400s, input_fired_time: 0.0984435156, output_fired_time: 0.0000000000, propagate_forward_time: 7.0441541672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672808647
validation[          , genome  5148] predictions:    9681/  10000 (96.81%), best:    9719/10000 (97.19%), error:      1002.42218, best error:       917.34698 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 95.4972839355s, input_fired_time: 0.7928477526, output_fired_time: 0.7981064916, propagate_forward_time: 35.6942825317, propagate_backward_time: 55.5334396362, weight_update_time: 0.1795281470, other_time: 2.6786117554
epoch time: 7.8539056778s, input_fired_time: 0.1077093929, output_fired_time: 0.0000000000, propagate_forward_time: 7.2336926460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125036240
validation[          , genome  5148] predictions:    9694/  10000 (96.94%), best:    9719/10000 (97.19%), error:       987.58490, best error:       917.34698 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 94.8064651489s, input_fired_time: 0.7905588150, output_fired_time: 0.7891715765, propagate_forward_time: 35.3066329956, propagate_backward_time: 55.2150573730, weight_update_time: 0.1793184280, other_time: 2.7050476074
epoch time: 7.7371339798s, input_fired_time: 0.0982154608, output_fired_time: 0.0000000000, propagate_forward_time: 7.1823425293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565758705
validation[          , genome  5148] predictions:    9689/  10000 (96.89%), best:    9719/10000 (97.19%), error:      1048.33997, best error:       917.34698 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 94.5264282227s, input_fired_time: 0.7900359035, output_fired_time: 0.7863941193, propagate_forward_time: 35.1875114441, propagate_backward_time: 55.0648841858, weight_update_time: 0.1800258756, other_time: 2.6976013184
epoch time: 8.1142139435s, input_fired_time: 0.1074952483, output_fired_time: 0.0000000000, propagate_forward_time: 7.5138096809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929089546
validation[          , genome  5148] predictions:    9674/  10000 (96.74%), best:    9719/10000 (97.19%), error:       995.38934, best error:       917.34698 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 96.0200119019s, input_fired_time: 0.7934663296, output_fired_time: 0.7975996137, propagate_forward_time: 35.9107322693, propagate_backward_time: 55.8609657288, weight_update_time: 0.1792362183, other_time: 2.6572494507
epoch time: 7.6617684364s, input_fired_time: 0.0990327075, output_fired_time: 0.0000000000, propagate_forward_time: 7.1045341492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582014084
validation[          , genome  5148] predictions:    9672/  10000 (96.72%), best:    9719/10000 (97.19%), error:      1044.94873, best error:       917.34698 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 94.7280349731s, input_fired_time: 0.7875693440, output_fired_time: 0.7878841162, propagate_forward_time: 35.3426246643, propagate_backward_time: 55.1474571228, weight_update_time: 0.1784159392, other_time: 2.6624984741
epoch time: 7.8028674126s, input_fired_time: 0.1010697335, output_fired_time: 0.0000000000, propagate_forward_time: 7.2199878693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818096161
validation[          , genome  5148] predictions:    9699/  10000 (96.99%), best:    9719/10000 (97.19%), error:       987.45587, best error:       917.34698 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 95.4400863647s, input_fired_time: 0.7959842086, output_fired_time: 0.7927007675, propagate_forward_time: 35.5794334412, propagate_backward_time: 55.5372276306, weight_update_time: 0.1798357069, other_time: 2.7347412109
epoch time: 7.6891498566s, input_fired_time: 0.0996513069, output_fired_time: 0.0000000000, propagate_forward_time: 7.1297874451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597110748
validation[          , genome  5148] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       889.62341, best error:       889.62341 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 94.6978912354s, input_fired_time: 0.7915193439, output_fired_time: 0.7879729271, propagate_forward_time: 35.4040260315, propagate_backward_time: 55.0507621765, weight_update_time: 0.1775639057, other_time: 2.6636123657
epoch time: 7.4307107925s, input_fired_time: 0.0986676291, output_fired_time: 0.0000000000, propagate_forward_time: 6.8714995384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605436325
validation[          , genome  5148] predictions:    9652/  10000 (96.52%), best:    9723/10000 (97.23%), error:      1130.96924, best error:       889.62341 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 95.2261657715s, input_fired_time: 0.7934890985, output_fired_time: 0.7956334352, propagate_forward_time: 35.5339202881, propagate_backward_time: 55.3878173828, weight_update_time: 0.1782547534, other_time: 2.7153091431
epoch time: 7.5546174049s, input_fired_time: 0.1003556326, output_fired_time: 0.0000000000, propagate_forward_time: 6.9723377228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819240570
validation[          , genome  5148] predictions:    9681/  10000 (96.81%), best:    9723/10000 (97.23%), error:      1022.85504, best error:       889.62341 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 94.0106887817s, input_fired_time: 0.7818850875, output_fired_time: 0.7851639390, propagate_forward_time: 35.0265312195, propagate_backward_time: 54.8010597229, weight_update_time: 0.1748920977, other_time: 2.6160507202
epoch time: 7.7861981392s, input_fired_time: 0.0987300649, output_fired_time: 0.0000000000, propagate_forward_time: 7.2295117378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579563141
validation[          , genome  5148] predictions:    9577/  10000 (95.77%), best:    9723/10000 (97.23%), error:      1323.73767, best error:       889.62341 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 95.2207260132s, input_fired_time: 0.7840240002, output_fired_time: 0.7907112837, propagate_forward_time: 35.5630149841, propagate_backward_time: 55.4100112915, weight_update_time: 0.1790411770, other_time: 2.6729621887
epoch time: 7.7560348511s, input_fired_time: 0.1014941931, output_fired_time: 0.0000000000, propagate_forward_time: 7.1762928963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4782476425
validation[          , genome  5148] predictions:    9680/  10000 (96.80%), best:    9723/10000 (97.23%), error:      1004.81348, best error:       889.62341 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 94.8945617676s, input_fired_time: 0.7882817388, output_fired_time: 0.7888195515, propagate_forward_time: 35.5183525085, propagate_backward_time: 55.1209640503, weight_update_time: 0.1784114540, other_time: 2.6781425476
epoch time: 7.4962573051s, input_fired_time: 0.0982784107, output_fired_time: 0.0000000000, propagate_forward_time: 6.9297223091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682564735
validation[          , genome  5148] predictions:    9582/  10000 (95.82%), best:    9723/10000 (97.23%), error:      1266.55029, best error:       889.62341 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 95.0804061890s, input_fired_time: 0.7985821366, output_fired_time: 0.7914649844, propagate_forward_time: 35.5220718384, propagate_backward_time: 55.2791442871, weight_update_time: 0.1800446212, other_time: 2.6891403198
epoch time: 7.7781667709s, input_fired_time: 0.1012157500, output_fired_time: 0.0000000000, propagate_forward_time: 7.2003464699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766044617
validation[          , genome  5148] predictions:    9704/  10000 (97.04%), best:    9723/10000 (97.23%), error:       994.63617, best error:       889.62341 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 93.4966049194s, input_fired_time: 0.7871859074, output_fired_time: 0.7783007026, propagate_forward_time: 34.6687507629, propagate_backward_time: 54.5999450684, weight_update_time: 0.1767641008, other_time: 2.6624259949
epoch time: 7.7619566917s, input_fired_time: 0.0997490436, output_fired_time: 0.0000000000, propagate_forward_time: 7.1898036003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724040031
validation[          , genome  5148] predictions:    9696/  10000 (96.96%), best:    9723/10000 (97.23%), error:       985.59174, best error:       889.62341 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 94.4424819946s, input_fired_time: 0.7899058461, output_fired_time: 0.7859282494, propagate_forward_time: 35.1618957520, propagate_backward_time: 55.0333747864, weight_update_time: 0.1789270043, other_time: 2.6713752747
epoch time: 7.7114624977s, input_fired_time: 0.0999811888, output_fired_time: 0.0000000000, propagate_forward_time: 7.1463532448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651279449
validation[          , genome  5148] predictions:    9693/  10000 (96.93%), best:    9723/10000 (97.23%), error:      1007.42389, best error:       889.62341 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 94.1599807739s, input_fired_time: 0.7834417224, output_fired_time: 0.7827974558, propagate_forward_time: 35.1905288696, propagate_backward_time: 54.7402954102, weight_update_time: 0.1778865606, other_time: 2.6629180908
epoch time: 7.5398449898s, input_fired_time: 0.1000146419, output_fired_time: 0.0000000000, propagate_forward_time: 6.9732942581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665360451
validation[          , genome  5148] predictions:    9684/  10000 (96.84%), best:    9723/10000 (97.23%), error:      1039.33569, best error:       889.62341 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 95.0515213013s, input_fired_time: 0.7941999435, output_fired_time: 0.7871928215, propagate_forward_time: 35.5899085999, propagate_backward_time: 55.2138175964, weight_update_time: 0.1774474084, other_time: 2.6664047241
epoch time: 7.4845428467s, input_fired_time: 0.1001963019, output_fired_time: 0.0000000000, propagate_forward_time: 6.9175543785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667921066
validation[          , genome  5148] predictions:    9683/  10000 (96.83%), best:    9723/10000 (97.23%), error:      1000.77808, best error:       889.62341 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 94.0609283447s, input_fired_time: 0.7914001346, output_fired_time: 0.7858042121, propagate_forward_time: 35.1183166504, propagate_backward_time: 54.6708869934, weight_update_time: 0.1781071424, other_time: 2.6945228577
epoch time: 7.7733178139s, input_fired_time: 0.0996968001, output_fired_time: 0.0000000000, propagate_forward_time: 7.2092437744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4643774033
validation[          , genome  5148] predictions:    9613/  10000 (96.13%), best:    9723/10000 (97.23%), error:      1241.73206, best error:       889.62341 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 95.5861740112s, input_fired_time: 0.7973607183, output_fired_time: 0.7991273403, propagate_forward_time: 35.5724487305, propagate_backward_time: 55.7394447327, weight_update_time: 0.1785109788, other_time: 2.6777915955
epoch time: 7.7730107307s, input_fired_time: 0.1041342467, output_fired_time: 0.0000000000, propagate_forward_time: 7.1855673790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833092690
validation[          , genome  5148] predictions:    9696/  10000 (96.96%), best:    9723/10000 (97.23%), error:       960.33801, best error:       889.62341 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.7209548950s, input_fired_time: 0.7943885326, output_fired_time: 0.7833491564, propagate_forward_time: 35.4742279053, propagate_backward_time: 54.9920883179, weight_update_time: 0.1781833470, other_time: 2.6769027710
epoch time: 7.7516274452s, input_fired_time: 0.1003841907, output_fired_time: 0.0000000000, propagate_forward_time: 7.1884856224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4627575874
validation[          , genome  5148] predictions:    9682/  10000 (96.82%), best:    9723/10000 (97.23%), error:      1023.85242, best error:       889.62341 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 94.8817443848s, input_fired_time: 0.7972906232, output_fired_time: 0.7926595807, propagate_forward_time: 35.4649963379, propagate_backward_time: 55.1083106995, weight_update_time: 0.1802294552, other_time: 2.7184944153
epoch time: 7.6078729630s, input_fired_time: 0.1044650450, output_fired_time: 0.0000000000, propagate_forward_time: 6.9939780235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094299316
validation[          , genome  5148] predictions:    9672/  10000 (96.72%), best:    9723/10000 (97.23%), error:      1055.25220, best error:       889.62341 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 96.2344284058s, input_fired_time: 0.7962021828, output_fired_time: 0.7944328189, propagate_forward_time: 36.0897254944, propagate_backward_time: 55.8949890137, weight_update_time: 0.1795027256, other_time: 2.6590766907
epoch time: 7.8036465645s, input_fired_time: 0.1011827216, output_fired_time: 0.0000000000, propagate_forward_time: 7.2364263535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660372734
validation[          , genome  5148] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:      1050.21301, best error:       889.62341 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 93.4735183716s, input_fired_time: 0.7817952037, output_fired_time: 0.7872853875, propagate_forward_time: 34.6158065796, propagate_backward_time: 54.6680107117, weight_update_time: 0.1747515202, other_time: 2.6206245422
epoch time: 7.8141117096s, input_fired_time: 0.1028814390, output_fired_time: 0.0000000000, propagate_forward_time: 7.2342748642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769554138
validation[          , genome  5148] predictions:    9715/  10000 (97.15%), best:    9723/10000 (97.23%), error:       961.60577, best error:       889.62341 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 94.3994598389s, input_fired_time: 0.7894095182, output_fired_time: 0.7840026617, propagate_forward_time: 35.2446861267, propagate_backward_time: 54.9122543335, weight_update_time: 0.1783829182, other_time: 2.6691093445
epoch time: 7.7146000862s, input_fired_time: 0.1002574414, output_fired_time: 0.0000000000, propagate_forward_time: 7.1464195251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679231644
validation[          , genome  5148] predictions:    9687/  10000 (96.87%), best:    9723/10000 (97.23%), error:       998.92139, best error:       889.62341 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 94.5634765625s, input_fired_time: 0.7900062203, output_fired_time: 0.7896826267, propagate_forward_time: 35.1979446411, propagate_backward_time: 55.1141433716, weight_update_time: 0.1796616167, other_time: 2.6716995239
epoch time: 7.8487567902s, input_fired_time: 0.1059481725, output_fired_time: 0.0000000000, propagate_forward_time: 7.2511830330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916257858
validation[          , genome  5148] predictions:    9708/  10000 (97.08%), best:    9723/10000 (97.23%), error:       959.43823, best error:       889.62341 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 94.9423675537s, input_fired_time: 0.7987226248, output_fired_time: 0.7876495719, propagate_forward_time: 35.4569206238, propagate_backward_time: 55.2305183411, weight_update_time: 0.1774496287, other_time: 2.6685562134
epoch time: 7.7983613014s, input_fired_time: 0.1020798311, output_fired_time: 0.0000000000, propagate_forward_time: 7.2222599983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740214348
validation[          , genome  5148] predictions:    9590/  10000 (95.90%), best:    9723/10000 (97.23%), error:      1197.64417, best error:       889.62341 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 95.5432205200s, input_fired_time: 0.7961457968, output_fired_time: 0.7904198170, propagate_forward_time: 35.7828216553, propagate_backward_time: 55.4890556335, weight_update_time: 0.1807867736, other_time: 2.6847801208
epoch time: 7.6958742142s, input_fired_time: 0.1011420563, output_fired_time: 0.0000000000, propagate_forward_time: 7.1269650459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677672386
validation[          , genome  5148] predictions:    9699/  10000 (96.99%), best:    9723/10000 (97.23%), error:       978.32782, best error:       889.62341 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 94.9750366211s, input_fired_time: 0.7905254364, output_fired_time: 0.7859464884, propagate_forward_time: 35.4760017395, propagate_backward_time: 55.2567825317, weight_update_time: 0.1773575544, other_time: 2.6657752991
epoch time: 7.7146167755s, input_fired_time: 0.1004002988, output_fired_time: 0.0000000000, propagate_forward_time: 7.1479158401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663004875
validation[          , genome  5148] predictions:    9680/  10000 (96.80%), best:    9723/10000 (97.23%), error:      1057.90442, best error:       889.62341 on epoch:    79, 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: 37.2895240784s, input_fired_time: 0.4939948022, output_fired_time: 0.0000000000, propagate_forward_time: 34.3683738708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4271545410
best training[          , genome  5148] predictions:   49491/  50000 (98.98%), best:    9723/10000 (97.23%), error:      2035.22205, best error:       889.62341 on epoch:    79, 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: 7.5973734856s, input_fired_time: 0.0987876803, output_fired_time: 0.0000000000, propagate_forward_time: 7.0286889076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698967934
   testing[          , genome  5148] predictions:    9738/  10000 (97.38%), best:    9723/10000 (97.23%), error:       853.65759, best error:       889.62341 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:20:05 (5088): called boinc_finish(0)

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