Nameexact_genome_1512568488_45_1072_0
Workunit2576599
Created6 Dec 2017, 18:02:24 UTC
Sent6 Dec 2017, 18:04:21 UTC
Report deadline8 Dec 2017, 21:20:09 UTC
Received6 Dec 2017, 19:18:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 14 min 4 sec
CPU time1 hours 14 min 1 sec
Validate stateValid
Credit534.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.88 MB
Peak swap size150.51 MB
Peak disk usage0.96 MB

Stderr output

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

epoch time: 40.2896842957s, input_fired_time: 0.2774196863, output_fired_time: 0.1988401711, propagate_forward_time: 16.0591373444, propagate_backward_time: 21.8026752472, weight_update_time: 0.0911469758, other_time: 1.9516105652
epoch time: 3.6007578373s, input_fired_time: 0.0300412774, output_fired_time: 0.0000000000, propagate_forward_time: 3.2138886452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568279743
validation[          , genome  1072] predictions:    9420/  10000 (94.20%), best:    9420/10000 (94.20%), error:      1909.61694, best error:      1909.61694 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 40.2205581665s, input_fired_time: 0.2759917676, output_fired_time: 0.1982958317, propagate_forward_time: 16.0453090668, propagate_backward_time: 21.7701282501, weight_update_time: 0.0906019509, other_time: 1.9308319092
epoch time: 3.5978617668s, input_fired_time: 0.0303113982, output_fired_time: 0.0000000000, propagate_forward_time: 3.2124807835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550696373
validation[          , genome  1072] predictions:    9404/  10000 (94.04%), best:    9420/10000 (94.20%), error:      1924.17114, best error:      1909.61694 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 40.2001190186s, input_fired_time: 0.2753118277, output_fired_time: 0.2014363855, propagate_forward_time: 16.0653572083, propagate_backward_time: 21.7439708710, weight_update_time: 0.0910544023, other_time: 1.9140453339
epoch time: 3.6032931805s, input_fired_time: 0.0303111561, output_fired_time: 0.0000000000, propagate_forward_time: 3.2180120945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549699783
validation[          , genome  1072] predictions:    9405/  10000 (94.05%), best:    9405/10000 (94.05%), error:      1878.28052, best error:      1878.28052 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 40.1640014648s, input_fired_time: 0.2736488581, output_fired_time: 0.1992226541, propagate_forward_time: 16.0167179108, propagate_backward_time: 21.7355251312, weight_update_time: 0.0905881450, other_time: 1.9388885498
epoch time: 3.5784461498s, input_fired_time: 0.0301323608, output_fired_time: 0.0000000000, propagate_forward_time: 3.1997482777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485655785
validation[          , genome  1072] predictions:    9410/  10000 (94.10%), best:    9410/10000 (94.10%), error:      1871.45764, best error:      1871.45764 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 40.1141967773s, input_fired_time: 0.2739638090, output_fired_time: 0.1978597343, propagate_forward_time: 15.9956130981, propagate_backward_time: 21.7137641907, weight_update_time: 0.0904172733, other_time: 1.9329948425
epoch time: 3.6140029430s, input_fired_time: 0.0302692801, output_fired_time: 0.0000000000, propagate_forward_time: 3.2271614075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565721512
validation[          , genome  1072] predictions:    9419/  10000 (94.19%), best:    9410/10000 (94.10%), error:      1938.39148, best error:      1871.45764 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 40.3456535339s, input_fired_time: 0.2767088413, output_fired_time: 0.2007340491, propagate_forward_time: 16.1098785400, propagate_backward_time: 21.8020477295, weight_update_time: 0.0909386501, other_time: 1.9562835693
epoch time: 3.6090793610s, input_fired_time: 0.0300586727, output_fired_time: 0.0000000000, propagate_forward_time: 3.2237479687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552727699
validation[          , genome  1072] predictions:    9409/  10000 (94.09%), best:    9409/10000 (94.09%), error:      1865.98547, best error:      1865.98547 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 40.3485679626s, input_fired_time: 0.2754388154, output_fired_time: 0.2010079473, propagate_forward_time: 16.0965499878, propagate_backward_time: 21.8171653748, weight_update_time: 0.0908733308, other_time: 1.9584045410
epoch time: 3.6034262180s, input_fired_time: 0.0303036850, output_fired_time: 0.0000000000, propagate_forward_time: 3.2183213234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548011780
validation[          , genome  1072] predictions:    9409/  10000 (94.09%), best:    9409/10000 (94.09%), error:      1883.06372, best error:      1865.98547 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 40.2650184631s, input_fired_time: 0.2762972414, output_fired_time: 0.1998315454, propagate_forward_time: 16.0919704437, propagate_backward_time: 21.7794132233, weight_update_time: 0.0905270055, other_time: 1.9175033569
epoch time: 3.5968194008s, input_fired_time: 0.0299054310, output_fired_time: 0.0000000000, propagate_forward_time: 3.2182271481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486869335
validation[          , genome  1072] predictions:    9365/  10000 (93.65%), best:    9409/10000 (94.09%), error:      2029.61609, best error:      1865.98547 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 40.2856674194s, input_fired_time: 0.2751780152, output_fired_time: 0.1997436285, propagate_forward_time: 16.0914707184, propagate_backward_time: 21.7823047638, weight_update_time: 0.0905941576, other_time: 1.9369697571
epoch time: 3.6028943062s, input_fired_time: 0.0304712299, output_fired_time: 0.0000000000, propagate_forward_time: 3.2172565460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551664352
validation[          , genome  1072] predictions:    9319/  10000 (93.19%), best:    9409/10000 (94.09%), error:      2230.71851, best error:      1865.98547 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 40.0082168579s, input_fired_time: 0.2753207386, output_fired_time: 0.1992953122, propagate_forward_time: 15.9573249817, propagate_backward_time: 21.6292572021, weight_update_time: 0.0903265178, other_time: 1.9470176697
epoch time: 3.6111307144s, input_fired_time: 0.0306704063, output_fired_time: 0.0000000000, propagate_forward_time: 3.2248485088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556118011
validation[          , genome  1072] predictions:    9361/  10000 (93.61%), best:    9409/10000 (94.09%), error:      2115.08325, best error:      1865.98547 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 40.3479232788s, input_fired_time: 0.2773655355, output_fired_time: 0.2014633566, propagate_forward_time: 16.1116008759, propagate_backward_time: 21.8093967438, weight_update_time: 0.0908347443, other_time: 1.9480972290
epoch time: 3.6094822884s, input_fired_time: 0.0308564659, output_fired_time: 0.0000000000, propagate_forward_time: 3.2291686535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494572639
validation[          , genome  1072] predictions:    9409/  10000 (94.09%), best:    9409/10000 (94.09%), error:      1938.36658, best error:      1865.98547 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.1936874390s, input_fired_time: 0.2740343511, output_fired_time: 0.1962940544, propagate_forward_time: 16.1191616058, propagate_backward_time: 21.6853675842, weight_update_time: 0.0904843211, other_time: 1.9188327789
epoch time: 3.6054215431s, input_fired_time: 0.0305582061, output_fired_time: 0.0000000000, propagate_forward_time: 3.2244963646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503670692
validation[          , genome  1072] predictions:    9373/  10000 (93.73%), best:    9409/10000 (94.09%), error:      2039.97266, best error:      1865.98547 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 40.3651351929s, input_fired_time: 0.2779745162, output_fired_time: 0.2021909654, propagate_forward_time: 16.1195430756, propagate_backward_time: 21.8285369873, weight_update_time: 0.0908177793, other_time: 1.9368915558
epoch time: 3.5893216133s, input_fired_time: 0.0307187606, output_fired_time: 0.0000000000, propagate_forward_time: 3.2012310028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573718071
validation[          , genome  1072] predictions:    9462/  10000 (94.62%), best:    9462/10000 (94.62%), error:      1756.22192, best error:      1756.22192 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 40.2517547607s, input_fired_time: 0.2763225436, output_fired_time: 0.1984039992, propagate_forward_time: 16.0420780182, propagate_backward_time: 21.7687911987, weight_update_time: 0.0906679258, other_time: 1.9661617279
epoch time: 3.6244411469s, input_fired_time: 0.0310447961, output_fired_time: 0.0000000000, propagate_forward_time: 3.2330989838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602974415
validation[          , genome  1072] predictions:    9443/  10000 (94.43%), best:    9462/10000 (94.62%), error:      1822.70569, best error:      1756.22192 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.9609909058s, input_fired_time: 0.2769644856, output_fired_time: 0.1991740167, propagate_forward_time: 15.9417028427, propagate_backward_time: 21.5992908478, weight_update_time: 0.0900126919, other_time: 1.9438571930
epoch time: 3.6061787605s, input_fired_time: 0.0306700505, output_fired_time: 0.0000000000, propagate_forward_time: 3.2186200619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568885326
validation[          , genome  1072] predictions:    9417/  10000 (94.17%), best:    9462/10000 (94.62%), error:      1892.16711, best error:      1756.22192 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 40.3026428223s, input_fired_time: 0.2777005732, output_fired_time: 0.1964969188, propagate_forward_time: 16.0842475891, propagate_backward_time: 21.8233661652, weight_update_time: 0.0910657570, other_time: 1.9208316803
epoch time: 3.5771698952s, input_fired_time: 0.0309203919, output_fired_time: 0.0000000000, propagate_forward_time: 3.2008197308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454296589
validation[          , genome  1072] predictions:    9429/  10000 (94.29%), best:    9462/10000 (94.62%), error:      1859.44055, best error:      1756.22192 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 40.0297431946s, input_fired_time: 0.2757878602, output_fired_time: 0.1978190541, propagate_forward_time: 16.0246162415, propagate_backward_time: 21.6133747101, weight_update_time: 0.0899298489, other_time: 1.9181461334
epoch time: 3.6060702801s, input_fired_time: 0.0306296181, output_fired_time: 0.0000000000, propagate_forward_time: 3.2265651226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488755226
validation[          , genome  1072] predictions:    9427/  10000 (94.27%), best:    9462/10000 (94.62%), error:      1816.50977, best error:      1756.22192 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 40.2822608948s, input_fired_time: 0.2778297365, output_fired_time: 0.2006468475, propagate_forward_time: 16.1318130493, propagate_backward_time: 21.7771949768, weight_update_time: 0.0910185203, other_time: 1.8947792053
epoch time: 3.6117386818s, input_fired_time: 0.0310348235, output_fired_time: 0.0000000000, propagate_forward_time: 3.2322225571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484814167
validation[          , genome  1072] predictions:    9407/  10000 (94.07%), best:    9462/10000 (94.62%), error:      1919.77893, best error:      1756.22192 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 37.3773307800s, input_fired_time: 0.2674076557, output_fired_time: 0.1878181696, propagate_forward_time: 14.8796129227, propagate_backward_time: 20.1996994019, weight_update_time: 0.0864400864, other_time: 1.8427963257
epoch time: 3.3156704903s, input_fired_time: 0.0284625757, output_fired_time: 0.0000000000, propagate_forward_time: 2.9388186932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483891487
validation[          , genome  1072] predictions:    9431/  10000 (94.31%), best:    9462/10000 (94.62%), error:      1842.45178, best error:      1756.22192 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 40.0230979919s, input_fired_time: 0.2781932354, output_fired_time: 0.2001508772, propagate_forward_time: 15.9905881882, propagate_backward_time: 21.6260528564, weight_update_time: 0.0899915472, other_time: 1.9281120300
epoch time: 3.5986235142s, input_fired_time: 0.0310765505, output_fired_time: 0.0000000000, propagate_forward_time: 3.2195408344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480060101
validation[          , genome  1072] predictions:    9436/  10000 (94.36%), best:    9462/10000 (94.62%), error:      1837.03149, best error:      1756.22192 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 40.3163757324s, input_fired_time: 0.2787961662, output_fired_time: 0.2016578615, propagate_forward_time: 16.1057300568, propagate_backward_time: 21.7994556427, weight_update_time: 0.0908540264, other_time: 1.9307365417
epoch time: 3.6062796116s, input_fired_time: 0.0305328444, output_fired_time: 0.0000000000, propagate_forward_time: 3.2216591835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540875912
validation[          , genome  1072] predictions:    9433/  10000 (94.33%), best:    9462/10000 (94.62%), error:      1854.10498, best error:      1756.22192 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 40.3039169312s, input_fired_time: 0.2790030241, output_fired_time: 0.2013222277, propagate_forward_time: 16.0996055603, propagate_backward_time: 21.8053550720, weight_update_time: 0.0906972215, other_time: 1.9186325073
epoch time: 3.6070246696s, input_fired_time: 0.0312760323, output_fired_time: 0.0000000000, propagate_forward_time: 3.2207403183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550083637
validation[          , genome  1072] predictions:    9386/  10000 (93.86%), best:    9462/10000 (94.62%), error:      2024.77661, best error:      1756.22192 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 40.3046722412s, input_fired_time: 0.2799689770, output_fired_time: 0.2018267810, propagate_forward_time: 16.1040229797, propagate_backward_time: 21.8016376495, weight_update_time: 0.0908966735, other_time: 1.9172153473
epoch time: 3.6022031307s, input_fired_time: 0.0309532732, output_fired_time: 0.0000000000, propagate_forward_time: 3.2232711315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479788303
validation[          , genome  1072] predictions:    9410/  10000 (94.10%), best:    9462/10000 (94.62%), error:      1889.79553, best error:      1756.22192 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.6634788513s, input_fired_time: 0.2761687934, output_fired_time: 0.1979253590, propagate_forward_time: 15.8284940720, propagate_backward_time: 21.4367904663, weight_update_time: 0.0892449766, other_time: 1.9240989685
epoch time: 3.5888607502s, input_fired_time: 0.0307097714, output_fired_time: 0.0000000000, propagate_forward_time: 3.2016291618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565218449
validation[          , genome  1072] predictions:    9401/  10000 (94.01%), best:    9462/10000 (94.62%), error:      1943.65283, best error:      1756.22192 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 40.1743202209s, input_fired_time: 0.2768924832, output_fired_time: 0.1975200027, propagate_forward_time: 16.0018615723, propagate_backward_time: 21.7551555634, weight_update_time: 0.0903423280, other_time: 1.9428882599
epoch time: 3.6144669056s, input_fired_time: 0.0309239570, output_fired_time: 0.0000000000, propagate_forward_time: 3.2086017132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749413490
validation[          , genome  1072] predictions:    9401/  10000 (94.01%), best:    9462/10000 (94.62%), error:      1873.10034, best error:      1756.22192 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 40.2503166199s, input_fired_time: 0.2786174119, output_fired_time: 0.2006561011, propagate_forward_time: 16.0558071136, propagate_backward_time: 21.8006114960, weight_update_time: 0.0907577723, other_time: 1.9146232605
epoch time: 3.5751786232s, input_fired_time: 0.0308393035, output_fired_time: 0.0000000000, propagate_forward_time: 3.2030115128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413279057
validation[          , genome  1072] predictions:    9395/  10000 (93.95%), best:    9462/10000 (94.62%), error:      1957.62793, best error:      1756.22192 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 40.3115768433s, input_fired_time: 0.2795183361, output_fired_time: 0.2018568963, propagate_forward_time: 16.0910758972, propagate_backward_time: 21.8045768738, weight_update_time: 0.0905431211, other_time: 1.9345474243
epoch time: 3.6174793243s, input_fired_time: 0.0309568699, output_fired_time: 0.0000000000, propagate_forward_time: 3.2321083546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544139862
validation[          , genome  1072] predictions:    9438/  10000 (94.38%), best:    9462/10000 (94.62%), error:      1781.16809, best error:      1756.22192 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 40.4477233887s, input_fired_time: 0.2817355096, output_fired_time: 0.2024622858, propagate_forward_time: 16.1667251587, propagate_backward_time: 21.8619327545, weight_update_time: 0.0908322707, other_time: 1.9348697662
epoch time: 3.6213848591s, input_fired_time: 0.0311768427, output_fired_time: 0.0000000000, propagate_forward_time: 3.2343351841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558728695
validation[          , genome  1072] predictions:    9423/  10000 (94.23%), best:    9462/10000 (94.62%), error:      1823.60059, best error:      1756.22192 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 40.4286727905s, input_fired_time: 0.2820495367, output_fired_time: 0.2019616663, propagate_forward_time: 16.1634120941, propagate_backward_time: 21.8624973297, weight_update_time: 0.0906813666, other_time: 1.9187507629
epoch time: 3.6168515682s, input_fired_time: 0.0313321166, output_fired_time: 0.0000000000, propagate_forward_time: 3.2296860218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558335304
validation[          , genome  1072] predictions:    9331/  10000 (93.31%), best:    9462/10000 (94.62%), error:      2084.44263, best error:      1756.22192 on epoch:    26, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 40.3310279846s, input_fired_time: 0.2790305614, output_fired_time: 0.1992310882, propagate_forward_time: 16.1527290344, propagate_backward_time: 21.7758293152, weight_update_time: 0.0905501395, other_time: 1.9242095947
epoch time: 3.6029107571s, input_fired_time: 0.0311002247, output_fired_time: 0.0000000000, propagate_forward_time: 3.2289309502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428795338
validation[          , genome  1072] predictions:    9420/  10000 (94.20%), best:    9462/10000 (94.62%), error:      1858.81335, best error:      1756.22192 on epoch:    26, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 40.3671875000s, input_fired_time: 0.2792151570, output_fired_time: 0.2003153563, propagate_forward_time: 16.1491184235, propagate_backward_time: 21.8097209930, weight_update_time: 0.0910416469, other_time: 1.9288177490
epoch time: 3.6185741425s, input_fired_time: 0.0311441794, output_fired_time: 0.0000000000, propagate_forward_time: 3.2328636646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545663357
validation[          , genome  1072] predictions:    9424/  10000 (94.24%), best:    9462/10000 (94.62%), error:      1864.84839, best error:      1756.22192 on epoch:    26, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 40.4248809814s, input_fired_time: 0.2815826535, output_fired_time: 0.2022581398, propagate_forward_time: 16.1554107666, propagate_backward_time: 21.8610229492, weight_update_time: 0.0909285098, other_time: 1.9246063232
epoch time: 3.6174013615s, input_fired_time: 0.0315081924, output_fired_time: 0.0000000000, propagate_forward_time: 3.2303001881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555929661
validation[          , genome  1072] predictions:    9454/  10000 (94.54%), best:    9462/10000 (94.62%), error:      1781.84741, best error:      1756.22192 on epoch:    26, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 40.4213867188s, input_fired_time: 0.2815357149, output_fired_time: 0.2025407851, propagate_forward_time: 16.1539497375, propagate_backward_time: 21.8572177887, weight_update_time: 0.0906528011, other_time: 1.9261417389
epoch time: 3.6111927032s, input_fired_time: 0.0311501510, output_fired_time: 0.0000000000, propagate_forward_time: 3.2317018509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483407497
validation[          , genome  1072] predictions:    9427/  10000 (94.27%), best:    9462/10000 (94.62%), error:      1891.58130, best error:      1756.22192 on epoch:    26, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 40.4589614868s, input_fired_time: 0.2817695439, output_fired_time: 0.2025508136, propagate_forward_time: 16.1631889343, propagate_backward_time: 21.8736343384, weight_update_time: 0.0909071267, other_time: 1.9378204346
epoch time: 3.6230301857s, input_fired_time: 0.0311202016, output_fired_time: 0.0000000000, propagate_forward_time: 3.2353937626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565161228
validation[          , genome  1072] predictions:    9422/  10000 (94.22%), best:    9462/10000 (94.62%), error:      1853.07202, best error:      1756.22192 on epoch:    26, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 40.2693786621s, input_fired_time: 0.2820088565, output_fired_time: 0.2020960897, propagate_forward_time: 16.0660552979, propagate_backward_time: 21.7829399109, weight_update_time: 0.0910440981, other_time: 1.9362792969
epoch time: 3.6233654022s, input_fired_time: 0.0314694755, output_fired_time: 0.0000000000, propagate_forward_time: 3.2351515293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567442894
validation[          , genome  1072] predictions:    9454/  10000 (94.54%), best:    9454/10000 (94.54%), error:      1748.40515, best error:      1748.40515 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 40.3189086914s, input_fired_time: 0.2795541883, output_fired_time: 0.1976054162, propagate_forward_time: 16.1664257050, propagate_backward_time: 21.7709751129, weight_update_time: 0.0911806375, other_time: 1.9043502808
epoch time: 3.6145250797s, input_fired_time: 0.0309622064, output_fired_time: 0.0000000000, propagate_forward_time: 3.2391519547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444108963
validation[          , genome  1072] predictions:    9434/  10000 (94.34%), best:    9454/10000 (94.54%), error:      1844.12170, best error:      1748.40515 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 40.4616279602s, input_fired_time: 0.2812891304, output_fired_time: 0.2012166381, propagate_forward_time: 16.1702289581, propagate_backward_time: 21.8721981049, weight_update_time: 0.0915481821, other_time: 1.9366950989
epoch time: 3.6223716736s, input_fired_time: 0.0312287509, output_fired_time: 0.0000000000, propagate_forward_time: 3.2359011173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552417755
validation[          , genome  1072] predictions:    9453/  10000 (94.53%), best:    9454/10000 (94.54%), error:      1778.17322, best error:      1748.40515 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 40.5321922302s, input_fired_time: 0.2825553119, output_fired_time: 0.2042440325, propagate_forward_time: 16.1750736237, propagate_backward_time: 21.9338321686, weight_update_time: 0.0915354267, other_time: 1.9364891052
epoch time: 3.6254036427s, input_fired_time: 0.0314432047, output_fired_time: 0.0000000000, propagate_forward_time: 3.2384405136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555200100
validation[          , genome  1072] predictions:    9436/  10000 (94.36%), best:    9454/10000 (94.54%), error:      1806.52930, best error:      1748.40515 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 40.5094757080s, input_fired_time: 0.2832356393, output_fired_time: 0.2038078159, propagate_forward_time: 16.1697425842, propagate_backward_time: 21.9294090271, weight_update_time: 0.0914031491, other_time: 1.9232788086
epoch time: 3.6204795837s, input_fired_time: 0.0314140841, output_fired_time: 0.0000000000, propagate_forward_time: 3.2324309349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566346169
validation[          , genome  1072] predictions:    9456/  10000 (94.56%), best:    9454/10000 (94.54%), error:      1762.62988, best error:      1748.40515 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 40.5352554321s, input_fired_time: 0.2839827240, output_fired_time: 0.2038160861, propagate_forward_time: 16.1690330505, propagate_backward_time: 21.9357223511, weight_update_time: 0.0918343663, other_time: 1.9427032471
epoch time: 3.6174497604s, input_fired_time: 0.0314778835, output_fired_time: 0.0000000000, propagate_forward_time: 3.2365303040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494415283
validation[          , genome  1072] predictions:    9392/  10000 (93.92%), best:    9454/10000 (94.54%), error:      1948.48340, best error:      1748.40515 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 40.5320358276s, input_fired_time: 0.2826266289, output_fired_time: 0.2035450637, propagate_forward_time: 16.1730690002, propagate_backward_time: 21.9334793091, weight_update_time: 0.0915911645, other_time: 1.9393157959
epoch time: 3.6248731613s, input_fired_time: 0.0318235047, output_fired_time: 0.0000000000, propagate_forward_time: 3.2374238968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556258678
validation[          , genome  1072] predictions:    9478/  10000 (94.78%), best:    9454/10000 (94.54%), error:      1773.13794, best error:      1748.40515 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 40.4876861572s, input_fired_time: 0.2831399143, output_fired_time: 0.2039906681, propagate_forward_time: 16.1621322632, propagate_backward_time: 21.9137382507, weight_update_time: 0.0919134319, other_time: 1.9246864319
epoch time: 3.6220722198s, input_fired_time: 0.0314580314, output_fired_time: 0.0000000000, propagate_forward_time: 3.2343068123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563072681
validation[          , genome  1072] predictions:    9445/  10000 (94.45%), best:    9445/10000 (94.45%), error:      1746.30652, best error:      1746.30652 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 40.5282173157s, input_fired_time: 0.2838101089, output_fired_time: 0.2041952759, propagate_forward_time: 16.1658630371, propagate_backward_time: 21.9424571991, weight_update_time: 0.0914259255, other_time: 1.9318904877
epoch time: 3.6135699749s, input_fired_time: 0.0315913185, output_fired_time: 0.0000000000, propagate_forward_time: 3.2329626083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490159512
validation[          , genome  1072] predictions:    9405/  10000 (94.05%), best:    9445/10000 (94.45%), error:      1878.39014, best error:      1746.30652 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 40.4167022705s, input_fired_time: 0.2839611769, output_fired_time: 0.2018320560, propagate_forward_time: 16.1358833313, propagate_backward_time: 21.8885269165, weight_update_time: 0.0914783105, other_time: 1.9064979553
epoch time: 3.5825004578s, input_fired_time: 0.0313204862, output_fired_time: 0.0000000000, propagate_forward_time: 3.2022821903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488976955
validation[          , genome  1072] predictions:    9398/  10000 (93.98%), best:    9445/10000 (94.45%), error:      1902.82288, best error:      1746.30652 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 40.1192665100s, input_fired_time: 0.2812737226, output_fired_time: 0.1972331405, propagate_forward_time: 15.9485712051, propagate_backward_time: 21.7615470886, weight_update_time: 0.0910371765, other_time: 1.9306449890
epoch time: 3.5940651894s, input_fired_time: 0.0313505195, output_fired_time: 0.0000000000, propagate_forward_time: 3.2132284641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494861126
validation[          , genome  1072] predictions:    9459/  10000 (94.59%), best:    9459/10000 (94.59%), error:      1706.79187, best error:      1706.79187 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 40.2712059021s, input_fired_time: 0.2822695673, output_fired_time: 0.1990651041, propagate_forward_time: 16.0980358124, propagate_backward_time: 21.7846488953, weight_update_time: 0.0906533226, other_time: 1.9071865082
epoch time: 3.5990128517s, input_fired_time: 0.0316464901, output_fired_time: 0.0000000000, propagate_forward_time: 3.2199511528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474152088
validation[          , genome  1072] predictions:    9430/  10000 (94.30%), best:    9459/10000 (94.59%), error:      1865.89587, best error:      1706.79187 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 40.2365837097s, input_fired_time: 0.2816649079, output_fired_time: 0.1984243393, propagate_forward_time: 16.0955467224, propagate_backward_time: 21.7645034790, weight_update_time: 0.0906764716, other_time: 1.8964424133
epoch time: 3.6004762650s, input_fired_time: 0.0316145681, output_fired_time: 0.0000000000, propagate_forward_time: 3.2213215828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475401402
validation[          , genome  1072] predictions:    9421/  10000 (94.21%), best:    9459/10000 (94.59%), error:      1826.19226, best error:      1706.79187 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 40.2829551697s, input_fired_time: 0.2819717824, output_fired_time: 0.1996871382, propagate_forward_time: 16.0942535400, propagate_backward_time: 21.7738456726, weight_update_time: 0.0905962214, other_time: 1.9331970215
epoch time: 3.6098306179s, input_fired_time: 0.0316416509, output_fired_time: 0.0000000000, propagate_forward_time: 3.2225244045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556644917
validation[          , genome  1072] predictions:    9452/  10000 (94.52%), best:    9459/10000 (94.59%), error:      1764.16711, best error:      1706.79187 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 40.1348762512s, input_fired_time: 0.2820736170, output_fired_time: 0.1990741938, propagate_forward_time: 16.0405082703, propagate_backward_time: 21.7134132385, weight_update_time: 0.0903691500, other_time: 1.8998069763
epoch time: 3.6002974510s, input_fired_time: 0.0318336971, output_fired_time: 0.0000000000, propagate_forward_time: 3.2200109959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484528065
validation[          , genome  1072] predictions:    9430/  10000 (94.30%), best:    9459/10000 (94.59%), error:      1850.34009, best error:      1706.79187 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 40.3048477173s, input_fired_time: 0.2829706371, output_fired_time: 0.2010627240, propagate_forward_time: 16.0992259979, propagate_backward_time: 21.8151588440, weight_update_time: 0.0908654854, other_time: 1.9064311981
epoch time: 3.6061098576s, input_fired_time: 0.0311872438, output_fired_time: 0.0000000000, propagate_forward_time: 3.2238793373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510432243
validation[          , genome  1072] predictions:    9404/  10000 (94.04%), best:    9459/10000 (94.59%), error:      1920.58374, best error:      1706.79187 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 40.2808074951s, input_fired_time: 0.2814936340, output_fired_time: 0.2000391036, propagate_forward_time: 16.0899772644, propagate_backward_time: 21.7771377563, weight_update_time: 0.0909751207, other_time: 1.9321594238
epoch time: 3.6022891998s, input_fired_time: 0.0317016169, output_fired_time: 0.0000000000, propagate_forward_time: 3.2167980671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537895679
validation[          , genome  1072] predictions:    9405/  10000 (94.05%), best:    9459/10000 (94.59%), error:      1917.27856, best error:      1706.79187 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 40.5714759827s, input_fired_time: 0.2829179764, output_fired_time: 0.2022426724, propagate_forward_time: 16.1916294098, propagate_backward_time: 21.9295463562, weight_update_time: 0.0913948417, other_time: 1.9651393890
epoch time: 3.6186263561s, input_fired_time: 0.0320311598, output_fired_time: 0.0000000000, propagate_forward_time: 3.2310507298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555445671
validation[          , genome  1072] predictions:    9437/  10000 (94.37%), best:    9459/10000 (94.59%), error:      1811.89941, best error:      1706.79187 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 40.4266586304s, input_fired_time: 0.2839742005, output_fired_time: 0.2017961442, propagate_forward_time: 16.1488780975, propagate_backward_time: 21.8643627167, weight_update_time: 0.0908363760, other_time: 1.9276466370
epoch time: 3.6200225353s, input_fired_time: 0.0319917090, output_fired_time: 0.0000000000, propagate_forward_time: 3.2326421738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553886414
validation[          , genome  1072] predictions:    9406/  10000 (94.06%), best:    9459/10000 (94.59%), error:      1903.23120, best error:      1706.79187 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 39.6801338196s, input_fired_time: 0.2775001526, output_fired_time: 0.1933504045, propagate_forward_time: 15.7826251984, propagate_backward_time: 21.5098228455, weight_update_time: 0.0895257220, other_time: 1.9168338776
epoch time: 3.3559291363s, input_fired_time: 0.0300978962, output_fired_time: 0.0000000000, propagate_forward_time: 2.9931914806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326396942
validation[          , genome  1072] predictions:    9444/  10000 (94.44%), best:    9459/10000 (94.59%), error:      1794.12659, best error:      1706.79187 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 38.9657516479s, input_fired_time: 0.2763616443, output_fired_time: 0.1944559216, propagate_forward_time: 15.5247125626, propagate_backward_time: 21.0756855011, weight_update_time: 0.0883001462, other_time: 1.8945369720
epoch time: 3.6105246544s, input_fired_time: 0.0321882218, output_fired_time: 0.0000000000, propagate_forward_time: 3.2140164375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643200397
validation[          , genome  1072] predictions:    9444/  10000 (94.44%), best:    9459/10000 (94.59%), error:      1760.44446, best error:      1706.79187 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.3826828003s, input_fired_time: 0.2794013023, output_fired_time: 0.1977629364, propagate_forward_time: 15.7269229889, propagate_backward_time: 21.2796173096, weight_update_time: 0.0889283046, other_time: 1.8989810944
epoch time: 3.6057269573s, input_fired_time: 0.0315742306, output_fired_time: 0.0000000000, propagate_forward_time: 3.2199027538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542499542
validation[          , genome  1072] predictions:    9455/  10000 (94.55%), best:    9459/10000 (94.59%), error:      1717.68372, best error:      1706.79187 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.3135719299s, input_fired_time: 0.2841527462, output_fired_time: 0.2028587759, propagate_forward_time: 16.0854625702, propagate_backward_time: 21.8300819397, weight_update_time: 0.0912276283, other_time: 1.9110164642
epoch time: 3.6024537086s, input_fired_time: 0.0312503874, output_fired_time: 0.0000000000, propagate_forward_time: 3.2166450024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545582294
validation[          , genome  1072] predictions:    9389/  10000 (93.89%), best:    9459/10000 (94.59%), error:      1963.59851, best error:      1706.79187 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 37.3056831360s, input_fired_time: 0.2777706087, output_fired_time: 0.1870918870, propagate_forward_time: 14.8706226349, propagate_backward_time: 20.1350536346, weight_update_time: 0.0845546946, other_time: 1.8351440430
epoch time: 3.5309197903s, input_fired_time: 0.0312805921, output_fired_time: 0.0000000000, propagate_forward_time: 3.1523716450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472676277
validation[          , genome  1072] predictions:    9450/  10000 (94.50%), best:    9450/10000 (94.50%), error:      1699.11694, best error:      1699.11694 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 40.0232009888s, input_fired_time: 0.2802897096, output_fired_time: 0.1955293119, propagate_forward_time: 15.9415693283, propagate_backward_time: 21.6705818176, weight_update_time: 0.0907404274, other_time: 1.9352302551
epoch time: 3.6248908043s, input_fired_time: 0.0318015963, output_fired_time: 0.0000000000, propagate_forward_time: 3.2347931862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582959175
validation[          , genome  1072] predictions:    9444/  10000 (94.44%), best:    9450/10000 (94.50%), error:      1832.46680, best error:      1699.11694 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 39.9348335266s, input_fired_time: 0.2786687315, output_fired_time: 0.1937853694, propagate_forward_time: 16.0135421753, propagate_backward_time: 21.5578346252, weight_update_time: 0.0903289914, other_time: 1.8910026550
epoch time: 3.6105952263s, input_fired_time: 0.0317322761, output_fired_time: 0.0000000000, propagate_forward_time: 3.2312288284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476340771
validation[          , genome  1072] predictions:    9377/  10000 (93.77%), best:    9450/10000 (94.50%), error:      2031.22205, best error:      1699.11694 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 40.1284255981s, input_fired_time: 0.2826547921, output_fired_time: 0.2006418556, propagate_forward_time: 16.0302658081, propagate_backward_time: 21.7108001709, weight_update_time: 0.0908720866, other_time: 1.9040641785
epoch time: 3.5851976871s, input_fired_time: 0.0316557474, output_fired_time: 0.0000000000, propagate_forward_time: 3.2072458267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462960720
validation[          , genome  1072] predictions:    9426/  10000 (94.26%), best:    9450/10000 (94.50%), error:      1841.46936, best error:      1699.11694 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 40.1614074707s, input_fired_time: 0.2829892635, output_fired_time: 0.2021226883, propagate_forward_time: 16.0213947296, propagate_backward_time: 21.7316417694, weight_update_time: 0.0908711627, other_time: 1.9232597351
epoch time: 3.5900201797s, input_fired_time: 0.0316116400, output_fired_time: 0.0000000000, propagate_forward_time: 3.2054994106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529090881
validation[          , genome  1072] predictions:    9426/  10000 (94.26%), best:    9450/10000 (94.50%), error:      1844.85181, best error:      1699.11694 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 40.1529579163s, input_fired_time: 0.2832007110, output_fired_time: 0.2018415034, propagate_forward_time: 16.0188541412, propagate_backward_time: 21.7331256866, weight_update_time: 0.0907432139, other_time: 1.9159355164
epoch time: 3.5865080357s, input_fired_time: 0.0318658315, output_fired_time: 0.0000000000, propagate_forward_time: 3.2030684948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515737057
validation[          , genome  1072] predictions:    9412/  10000 (94.12%), best:    9450/10000 (94.50%), error:      1855.89587, best error:      1699.11694 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 40.1488952637s, input_fired_time: 0.2826551497, output_fired_time: 0.2018249333, propagate_forward_time: 16.0201587677, propagate_backward_time: 21.7391109467, weight_update_time: 0.0910610259, other_time: 1.9051475525
epoch time: 3.5877397060s, input_fired_time: 0.0314743705, output_fired_time: 0.0000000000, propagate_forward_time: 3.2040541172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522112370
validation[          , genome  1072] predictions:    9430/  10000 (94.30%), best:    9450/10000 (94.50%), error:      1822.45715, best error:      1699.11694 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 40.6103019714s, input_fired_time: 0.2883611917, output_fired_time: 0.2026799023, propagate_forward_time: 16.2079772949, propagate_backward_time: 21.9820175171, weight_update_time: 0.0914437175, other_time: 1.9292678833
epoch time: 3.6042497158s, input_fired_time: 0.0318747982, output_fired_time: 0.0000000000, propagate_forward_time: 3.2231838703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491909504
validation[          , genome  1072] predictions:    9449/  10000 (94.49%), best:    9450/10000 (94.50%), error:      1802.53833, best error:      1699.11694 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 40.4084129333s, input_fired_time: 0.2856907547, output_fired_time: 0.2035276443, propagate_forward_time: 16.1174850464, propagate_backward_time: 21.8628959656, weight_update_time: 0.0913525745, other_time: 1.9388122559
epoch time: 3.6084270477s, input_fired_time: 0.0322119705, output_fired_time: 0.0000000000, propagate_forward_time: 3.2218477726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543672562
validation[          , genome  1072] predictions:    9475/  10000 (94.75%), best:    9450/10000 (94.50%), error:      1728.91431, best error:      1699.11694 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 40.3860206604s, input_fired_time: 0.2857366502, output_fired_time: 0.2028360814, propagate_forward_time: 16.1165924072, propagate_backward_time: 21.8551406860, weight_update_time: 0.0914784297, other_time: 1.9257164001
epoch time: 3.6126158237s, input_fired_time: 0.0319696255, output_fired_time: 0.0000000000, propagate_forward_time: 3.2258408070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548054695
validation[          , genome  1072] predictions:    9471/  10000 (94.71%), best:    9471/10000 (94.71%), error:      1680.72522, best error:      1680.72522 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 40.0178680420s, input_fired_time: 0.2822320461, output_fired_time: 0.1988929510, propagate_forward_time: 15.9390382767, propagate_backward_time: 21.6927165985, weight_update_time: 0.0906545967, other_time: 1.9049892426
epoch time: 3.5964336395s, input_fired_time: 0.0322128572, output_fired_time: 0.0000000000, propagate_forward_time: 3.2090239525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551967144
validation[          , genome  1072] predictions:    9414/  10000 (94.14%), best:    9471/10000 (94.71%), error:      1847.40210, best error:      1680.72522 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 40.2809066772s, input_fired_time: 0.2830478251, output_fired_time: 0.1996131241, propagate_forward_time: 16.0210113525, propagate_backward_time: 21.8414440155, weight_update_time: 0.0910332799, other_time: 1.9357929230
epoch time: 3.5861997604s, input_fired_time: 0.0316988155, output_fired_time: 0.0000000000, propagate_forward_time: 3.2064702511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480308056
validation[          , genome  1072] predictions:    9346/  10000 (93.46%), best:    9471/10000 (94.71%), error:      2094.71118, best error:      1680.72522 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 40.2656135559s, input_fired_time: 0.2829696238, output_fired_time: 0.1996679604, propagate_forward_time: 16.0298461914, propagate_backward_time: 21.8192977905, weight_update_time: 0.0908739120, other_time: 1.9338302612
epoch time: 3.5975584984s, input_fired_time: 0.0318582989, output_fired_time: 0.0000000000, propagate_forward_time: 3.2118639946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538362980
validation[          , genome  1072] predictions:    9467/  10000 (94.67%), best:    9471/10000 (94.71%), error:      1730.29541, best error:      1680.72522 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 40.4528160095s, input_fired_time: 0.2866775393, output_fired_time: 0.2020181417, propagate_forward_time: 16.1228179932, propagate_backward_time: 21.9055595398, weight_update_time: 0.0916340575, other_time: 1.9357414246
epoch time: 3.6344835758s, input_fired_time: 0.0322034173, output_fired_time: 0.0000000000, propagate_forward_time: 3.2403316498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619484901
validation[          , genome  1072] predictions:    9423/  10000 (94.23%), best:    9471/10000 (94.71%), error:      1847.98499, best error:      1680.72522 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 40.4776535034s, input_fired_time: 0.2848549187, output_fired_time: 0.2014912963, propagate_forward_time: 16.1213855743, propagate_backward_time: 21.9121589661, weight_update_time: 0.0911944881, other_time: 1.9577617645
epoch time: 3.5560085773s, input_fired_time: 0.0316347852, output_fired_time: 0.0000000000, propagate_forward_time: 3.1711101532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532636166
validation[          , genome  1072] predictions:    9444/  10000 (94.44%), best:    9471/10000 (94.71%), error:      1784.85803, best error:      1680.72522 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 40.3322868347s, input_fired_time: 0.2857214808, output_fired_time: 0.2038553059, propagate_forward_time: 16.0704708099, propagate_backward_time: 21.8403015137, weight_update_time: 0.0913260281, other_time: 1.9319400787
epoch time: 3.5978500843s, input_fired_time: 0.0318531431, output_fired_time: 0.0000000000, propagate_forward_time: 3.2095606327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564362526
validation[          , genome  1072] predictions:    9455/  10000 (94.55%), best:    9471/10000 (94.71%), error:      1721.06458, best error:      1680.72522 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 39.9026412964s, input_fired_time: 0.2805572152, output_fired_time: 0.1942083240, propagate_forward_time: 15.9802408218, propagate_backward_time: 21.5526161194, weight_update_time: 0.0901649147, other_time: 1.8950195312
epoch time: 3.5476174355s, input_fired_time: 0.0315366648, output_fired_time: 0.0000000000, propagate_forward_time: 3.1713018417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447790146
validation[          , genome  1072] predictions:    9467/  10000 (94.67%), best:    9471/10000 (94.71%), error:      1709.26306, best error:      1680.72522 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 39.9473228455s, input_fired_time: 0.2830721438, output_fired_time: 0.2003376782, propagate_forward_time: 15.9256410599, propagate_backward_time: 21.6171340942, weight_update_time: 0.0905601457, other_time: 1.9211387634
epoch time: 3.6038615704s, input_fired_time: 0.0319639370, output_fired_time: 0.0000000000, propagate_forward_time: 3.2180240154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538737297
validation[          , genome  1072] predictions:    9425/  10000 (94.25%), best:    9471/10000 (94.71%), error:      1859.30603, best error:      1680.72522 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 40.3585014343s, input_fired_time: 0.2861770988, output_fired_time: 0.2033391595, propagate_forward_time: 16.1014728546, propagate_backward_time: 21.8317832947, weight_update_time: 0.0914410204, other_time: 1.9357280731
epoch time: 3.6049621105s, input_fired_time: 0.0316808075, output_fired_time: 0.0000000000, propagate_forward_time: 3.2191138268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541674614
validation[          , genome  1072] predictions:    9348/  10000 (93.48%), best:    9471/10000 (94.71%), error:      2069.78467, best error:      1680.72522 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.3651008606s, input_fired_time: 0.2864043713, output_fired_time: 0.2031256258, propagate_forward_time: 16.0953540802, propagate_backward_time: 21.8359432220, weight_update_time: 0.0913341418, other_time: 1.9442749023
epoch time: 3.6048133373s, input_fired_time: 0.0318950750, output_fired_time: 0.0000000000, propagate_forward_time: 3.2188942432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540239334
validation[          , genome  1072] predictions:    9438/  10000 (94.38%), best:    9471/10000 (94.71%), error:      1812.93665, best error:      1680.72522 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 40.3326568604s, input_fired_time: 0.2854027748, output_fired_time: 0.2035689205, propagate_forward_time: 16.0924186707, propagate_backward_time: 21.8271656036, weight_update_time: 0.0917041004, other_time: 1.9241008759
epoch time: 3.5968580246s, input_fired_time: 0.0315115452, output_fired_time: 0.0000000000, propagate_forward_time: 3.2179126740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474338055
validation[          , genome  1072] predictions:    9423/  10000 (94.23%), best:    9471/10000 (94.71%), error:      1834.91980, best error:      1680.72522 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 40.3607292175s, input_fired_time: 0.2856613994, output_fired_time: 0.2030268610, propagate_forward_time: 16.1052913666, propagate_backward_time: 21.8386249542, weight_update_time: 0.0914577171, other_time: 1.9281272888
epoch time: 3.6063268185s, input_fired_time: 0.0322204381, output_fired_time: 0.0000000000, propagate_forward_time: 3.2224411964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516652584
validation[          , genome  1072] predictions:    9451/  10000 (94.51%), best:    9471/10000 (94.71%), error:      1773.96106, best error:      1680.72522 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 40.1918563843s, input_fired_time: 0.2825845778, output_fired_time: 0.1957436502, propagate_forward_time: 16.1352977753, propagate_backward_time: 21.7008533478, weight_update_time: 0.0908150896, other_time: 1.8773765564
epoch time: 3.5989165306s, input_fired_time: 0.0322128534, output_fired_time: 0.0000000000, propagate_forward_time: 3.2194113731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472924232
validation[          , genome  1072] predictions:    9463/  10000 (94.63%), best:    9471/10000 (94.71%), error:      1738.11780, best error:      1680.72522 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 39.6910781860s, input_fired_time: 0.2822287679, output_fired_time: 0.1963635981, propagate_forward_time: 15.8416852951, propagate_backward_time: 21.4872074127, weight_update_time: 0.0898624808, other_time: 1.8835887909
epoch time: 3.5688848495s, input_fired_time: 0.0320332237, output_fired_time: 0.0000000000, propagate_forward_time: 3.1861438751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507077694
validation[          , genome  1072] predictions:    9442/  10000 (94.42%), best:    9471/10000 (94.71%), error:      1790.43677, best error:      1680.72522 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 39.9216156006s, input_fired_time: 0.2828300893, output_fired_time: 0.1950203031, propagate_forward_time: 15.8982868195, propagate_backward_time: 21.6112098694, weight_update_time: 0.0902683511, other_time: 1.9342708588
epoch time: 3.5671906471s, input_fired_time: 0.0322275385, output_fired_time: 0.0000000000, propagate_forward_time: 3.1833064556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516566753
validation[          , genome  1072] predictions:    9426/  10000 (94.26%), best:    9471/10000 (94.71%), error:      1852.03381, best error:      1680.72522 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 40.1564216614s, input_fired_time: 0.2843886912, output_fired_time: 0.1993238628, propagate_forward_time: 16.0356559753, propagate_backward_time: 21.7452087402, weight_update_time: 0.0908736587, other_time: 1.8918418884
epoch time: 3.5691270828s, input_fired_time: 0.0319325253, output_fired_time: 0.0000000000, propagate_forward_time: 3.1895115376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476829529
validation[          , genome  1072] predictions:    9447/  10000 (94.47%), best:    9471/10000 (94.71%), error:      1745.59631, best error:      1680.72522 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 39.9773826599s, input_fired_time: 0.2832902074, output_fired_time: 0.1967892796, propagate_forward_time: 15.9007816315, propagate_backward_time: 21.6834640503, weight_update_time: 0.0905790925, other_time: 1.9130573273
epoch time: 3.5677449703s, input_fired_time: 0.0319541022, output_fired_time: 0.0000000000, propagate_forward_time: 3.1823034286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534874916
validation[          , genome  1072] predictions:    9450/  10000 (94.50%), best:    9471/10000 (94.71%), error:      1772.84534, best error:      1680.72522 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 39.5237197876s, input_fired_time: 0.2814703882, output_fired_time: 0.1976633221, propagate_forward_time: 15.7566108704, propagate_backward_time: 21.3982124329, weight_update_time: 0.0893117711, other_time: 1.8897628784
epoch time: 3.5757155418s, input_fired_time: 0.0321368724, output_fired_time: 0.0000000000, propagate_forward_time: 3.1976165771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459620476
validation[          , genome  1072] predictions:    9457/  10000 (94.57%), best:    9471/10000 (94.71%), error:      1696.63562, best error:      1680.72522 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 39.1417999268s, input_fired_time: 0.2818375528, output_fired_time: 0.1953936517, propagate_forward_time: 15.6168260574, propagate_backward_time: 21.1888122559, weight_update_time: 0.0884505138, other_time: 1.8589324951
epoch time: 3.5690734386s, input_fired_time: 0.0316163674, output_fired_time: 0.0000000000, propagate_forward_time: 3.1915590763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458979130
validation[          , genome  1072] predictions:    9434/  10000 (94.34%), best:    9471/10000 (94.71%), error:      1801.64136, best error:      1680.72522 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 39.8404808044s, input_fired_time: 0.2834814489, output_fired_time: 0.1982533038, propagate_forward_time: 15.8945169449, propagate_backward_time: 21.5832061768, weight_update_time: 0.0899998844, other_time: 1.8810234070
epoch time: 3.5813996792s, input_fired_time: 0.0318964906, output_fired_time: 0.0000000000, propagate_forward_time: 3.2015426159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479604721
validation[          , genome  1072] predictions:    9432/  10000 (94.32%), best:    9471/10000 (94.71%), error:      1763.68689, best error:      1680.72522 on epoch:    80, 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: 17.5266532898s, input_fired_time: 0.1588011831, output_fired_time: 0.0000000000, propagate_forward_time: 15.6276035309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7402477264
best training[          , genome  1072] predictions:   48241/  50000 (96.48%), best:    9471/10000 (94.71%), error:      6053.79346, best error:      1680.72522 on epoch:    80, 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: 3.5766701698s, input_fired_time: 0.0314173214, output_fired_time: 0.0000000000, propagate_forward_time: 3.1983456612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469071388
   testing[          , genome  1072] predictions:    9566/  10000 (95.66%), best:    9471/10000 (94.71%), error:      1468.41736, best error:      1680.72522 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:18:30 (68583): called boinc_finish(0)

</stderr_txt>
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