Nameexact_genome_1512568488_41_7110_0
Workunit2606822
Created7 Dec 2017, 23:55:19 UTC
Sent8 Dec 2017, 0:00:27 UTC
Report deadline20 Dec 2017, 23:47:04 UTC
Received8 Dec 2017, 19:18:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time6 hours 44 min 8 sec
CPU time6 hours 43 min 5 sec
Validate stateValid
Credit3,247.68
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.40 MB
Peak swap size159.69 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
914.09680 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 220.9015350342s, input_fired_time: 2.3676326275, output_fired_time: 2.1052896976, propagate_forward_time: 83.3733978271, propagate_backward_time: 129.2297058105, weight_update_time: 0.1884111166, other_time: 3.8255157471
epoch time: 17.6252956390s, input_fired_time: 0.2999276221, output_fired_time: 0.0000000000, propagate_forward_time: 16.6443309784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810379028
validation[          , genome  7110] predictions:    9711/  10000 (97.11%), best:    9739/10000 (97.39%), error:      1010.37982, best error:       914.09680 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 220.3066864014s, input_fired_time: 2.3267288208, output_fired_time: 2.0946075916, propagate_forward_time: 83.2277450562, propagate_backward_time: 128.8736419678, weight_update_time: 0.2025038898, other_time: 3.7839508057
epoch time: 17.4782905579s, input_fired_time: 0.2986392081, output_fired_time: 0.0000000000, propagate_forward_time: 16.4840984344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6955528259
validation[          , genome  7110] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       890.36450, best error:       890.36450 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 220.4508056641s, input_fired_time: 2.3999862671, output_fired_time: 2.1027293205, propagate_forward_time: 83.2605209351, propagate_backward_time: 128.7758483887, weight_update_time: 0.1949144453, other_time: 3.9117126465
epoch time: 17.5903148651s, input_fired_time: 0.2927422523, output_fired_time: 0.0000000000, propagate_forward_time: 16.6130218506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6845512390
validation[          , genome  7110] predictions:    9723/  10000 (97.23%), best:    9722/10000 (97.22%), error:       963.00122, best error:       890.36450 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 219.5390930176s, input_fired_time: 2.3780844212, output_fired_time: 2.1133873463, propagate_forward_time: 82.8511199951, propagate_backward_time: 128.3838653564, weight_update_time: 0.1873198599, other_time: 3.8126373291
epoch time: 17.4428329468s, input_fired_time: 0.2998180091, output_fired_time: 0.0000000000, propagate_forward_time: 16.4579467773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850681305
validation[          , genome  7110] predictions:    9698/  10000 (96.98%), best:    9722/10000 (97.22%), error:      1010.11499, best error:       890.36450 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 220.3907165527s, input_fired_time: 2.4224007130, output_fired_time: 2.0978369713, propagate_forward_time: 83.0920791626, propagate_backward_time: 128.8747863770, weight_update_time: 0.1888141781, other_time: 3.9036254883
epoch time: 17.8123340607s, input_fired_time: 0.2977353632, output_fired_time: 0.0000000000, propagate_forward_time: 16.8304080963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841907501
validation[          , genome  7110] predictions:    9689/  10000 (96.89%), best:    9722/10000 (97.22%), error:      1068.93005, best error:       890.36450 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 220.6605682373s, input_fired_time: 2.3657803535, output_fired_time: 2.0995519161, propagate_forward_time: 83.4197311401, propagate_backward_time: 128.9456939697, weight_update_time: 0.1904328912, other_time: 3.8298187256
epoch time: 17.5917320251s, input_fired_time: 0.2940137386, output_fired_time: 0.0000000000, propagate_forward_time: 16.6063232422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6913948059
validation[          , genome  7110] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1023.63214, best error:       890.36450 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 219.4156341553s, input_fired_time: 2.3784925938, output_fired_time: 2.0906693935, propagate_forward_time: 82.8881759644, propagate_backward_time: 128.2068786621, weight_update_time: 0.1870035082, other_time: 3.8514099121
epoch time: 17.6033649445s, input_fired_time: 0.2946936786, output_fired_time: 0.0000000000, propagate_forward_time: 16.6312904358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773815155
validation[          , genome  7110] predictions:    9735/  10000 (97.35%), best:    9722/10000 (97.22%), error:       917.86981, best error:       890.36450 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 219.7987213135s, input_fired_time: 2.4003777504, output_fired_time: 2.0863828659, propagate_forward_time: 82.9776306152, propagate_backward_time: 128.4606170654, weight_update_time: 0.1886415333, other_time: 3.8737182617
epoch time: 18.0540485382s, input_fired_time: 0.3069010377, output_fired_time: 0.0000000000, propagate_forward_time: 17.0414218903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7057247162
validation[          , genome  7110] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       855.80609, best error:       855.80609 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 221.5388641357s, input_fired_time: 2.3961670399, output_fired_time: 2.1121857166, propagate_forward_time: 83.7222061157, propagate_backward_time: 129.4849395752, weight_update_time: 0.1912672967, other_time: 3.8233795166
epoch time: 17.6285438538s, input_fired_time: 0.2977616191, output_fired_time: 0.0000000000, propagate_forward_time: 16.6408348083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6899471283
validation[          , genome  7110] predictions:    9724/  10000 (97.24%), best:    9751/10000 (97.51%), error:       946.81201, best error:       855.80609 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 220.2219238281s, input_fired_time: 2.3735575676, output_fired_time: 2.0984239578, propagate_forward_time: 83.1785430908, propagate_backward_time: 128.6922454834, weight_update_time: 0.1925257593, other_time: 3.8791656494
epoch time: 17.9287490845s, input_fired_time: 0.3006984293, output_fired_time: 0.0000000000, propagate_forward_time: 16.8924465179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7356033325
validation[          , genome  7110] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       829.77496, best error:       829.77496 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 219.2759857178s, input_fired_time: 2.3962662220, output_fired_time: 2.0817475319, propagate_forward_time: 82.8029251099, propagate_backward_time: 128.1389617920, weight_update_time: 0.1879768968, other_time: 3.8560943604
epoch time: 17.8131809235s, input_fired_time: 0.2940610051, output_fired_time: 0.0000000000, propagate_forward_time: 16.8228759766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6962432861
validation[          , genome  7110] predictions:    9749/  10000 (97.49%), best:    9746/10000 (97.46%), error:       894.07745, best error:       829.77496 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 220.5673980713s, input_fired_time: 2.3882794380, output_fired_time: 2.1103267670, propagate_forward_time: 83.3352050781, propagate_backward_time: 128.8890380859, weight_update_time: 0.1880622804, other_time: 3.8445587158
epoch time: 17.5314826965s, input_fired_time: 0.2977108359, output_fired_time: 0.0000000000, propagate_forward_time: 16.5490779877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6846942902
validation[          , genome  7110] predictions:    9740/  10000 (97.40%), best:    9746/10000 (97.46%), error:       881.62585, best error:       829.77496 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 219.6639404297s, input_fired_time: 2.4395532608, output_fired_time: 2.0711286068, propagate_forward_time: 82.9026794434, propagate_backward_time: 128.3768615723, weight_update_time: 0.1881495565, other_time: 3.8737182617
epoch time: 17.5395984650s, input_fired_time: 0.3183699548, output_fired_time: 0.0000000000, propagate_forward_time: 16.5285091400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6927185059
validation[          , genome  7110] predictions:    9660/  10000 (96.60%), best:    9746/10000 (97.46%), error:      1096.16724, best error:       829.77496 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 220.2847747803s, input_fired_time: 2.4182214737, output_fired_time: 2.0881180763, propagate_forward_time: 83.3392410278, propagate_backward_time: 128.5769195557, weight_update_time: 0.1942253858, other_time: 3.8622589111
epoch time: 17.9102153778s, input_fired_time: 0.3070267737, output_fired_time: 0.0000000000, propagate_forward_time: 16.9197540283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6834354401
validation[          , genome  7110] predictions:    9700/  10000 (97.00%), best:    9746/10000 (97.46%), error:      1002.81616, best error:       829.77496 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 220.9164581299s, input_fired_time: 2.4326796532, output_fired_time: 2.1166441441, propagate_forward_time: 83.4054489136, propagate_backward_time: 129.0770263672, weight_update_time: 0.1896047294, other_time: 3.8846740723
epoch time: 18.2023868561s, input_fired_time: 0.3130412996, output_fired_time: 0.0000000000, propagate_forward_time: 17.1687126160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7206325531
validation[          , genome  7110] predictions:    9750/  10000 (97.50%), best:    9746/10000 (97.46%), error:       859.65936, best error:       829.77496 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 220.1352539063s, input_fired_time: 2.3647453785, output_fired_time: 2.0964121819, propagate_forward_time: 83.1626663208, propagate_backward_time: 128.7044982910, weight_update_time: 0.1872591674, other_time: 3.8069458008
epoch time: 17.5221614838s, input_fired_time: 0.3046595454, output_fired_time: 0.0000000000, propagate_forward_time: 16.5321979523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853046417
validation[          , genome  7110] predictions:    9747/  10000 (97.47%), best:    9746/10000 (97.46%), error:       841.80829, best error:       829.77496 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 220.0713195801s, input_fired_time: 2.3962147236, output_fired_time: 2.1137831211, propagate_forward_time: 83.1125411987, propagate_backward_time: 128.6248931885, weight_update_time: 0.1888533384, other_time: 3.8238983154
epoch time: 17.7279434204s, input_fired_time: 0.2986245453, output_fired_time: 0.0000000000, propagate_forward_time: 16.7497730255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795463562
validation[          , genome  7110] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       920.47284, best error:       829.77496 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 219.8079071045s, input_fired_time: 2.4062922001, output_fired_time: 2.0835609436, propagate_forward_time: 83.0730667114, propagate_backward_time: 128.3592681885, weight_update_time: 0.1930026412, other_time: 3.8857269287
epoch time: 17.4953918457s, input_fired_time: 0.3026039004, output_fired_time: 0.0000000000, propagate_forward_time: 16.5091171265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836700439
validation[          , genome  7110] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       784.21936, best error:       784.21936 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 219.5698089600s, input_fired_time: 2.3979425430, output_fired_time: 2.0772335529, propagate_forward_time: 83.0428009033, propagate_backward_time: 128.2422637939, weight_update_time: 0.1863991022, other_time: 3.8095550537
epoch time: 17.7219333649s, input_fired_time: 0.3032536805, output_fired_time: 0.0000000000, propagate_forward_time: 16.7348556519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6838245392
validation[          , genome  7110] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       874.16449, best error:       784.21936 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 219.4223327637s, input_fired_time: 2.4164767265, output_fired_time: 2.0931394100, propagate_forward_time: 82.8138656616, propagate_backward_time: 128.2440338135, weight_update_time: 0.1882902384, other_time: 3.8548126221
epoch time: 17.8316497803s, input_fired_time: 0.3166301548, output_fired_time: 0.0000000000, propagate_forward_time: 16.8120498657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7029705048
validation[          , genome  7110] predictions:    9714/  10000 (97.14%), best:    9764/10000 (97.64%), error:       935.32300, best error:       784.21936 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 220.1118927002s, input_fired_time: 2.4180457592, output_fired_time: 2.0950074196, propagate_forward_time: 83.1659011841, propagate_backward_time: 128.5705108643, weight_update_time: 0.1898236126, other_time: 3.8624420166
epoch time: 17.5499114990s, input_fired_time: 0.3001711369, output_fired_time: 0.0000000000, propagate_forward_time: 16.5728511810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6768894196
validation[          , genome  7110] predictions:    9761/  10000 (97.61%), best:    9764/10000 (97.64%), error:       793.97632, best error:       784.21936 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 220.4675445557s, input_fired_time: 2.3986914158, output_fired_time: 2.1301696301, propagate_forward_time: 83.3535842896, propagate_backward_time: 128.7328186035, weight_update_time: 0.1890222281, other_time: 3.8522644043
epoch time: 17.8650798798s, input_fired_time: 0.2989070117, output_fired_time: 0.0000000000, propagate_forward_time: 16.8810920715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850814819
validation[          , genome  7110] predictions:    9717/  10000 (97.17%), best:    9764/10000 (97.64%), error:       911.44928, best error:       784.21936 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 221.0125274658s, input_fired_time: 2.4246058464, output_fired_time: 2.1116273403, propagate_forward_time: 83.5250015259, propagate_backward_time: 129.0495452881, weight_update_time: 0.1882987320, other_time: 3.9017486572
epoch time: 17.9051342010s, input_fired_time: 0.3093110323, output_fired_time: 0.0000000000, propagate_forward_time: 16.9053268433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6904964447
validation[          , genome  7110] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       769.95020, best error:       769.95020 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 219.7777709961s, input_fired_time: 2.4214920998, output_fired_time: 2.1069378853, propagate_forward_time: 83.0049438477, propagate_backward_time: 128.3714599609, weight_update_time: 0.1891475469, other_time: 3.8729400635
epoch time: 17.6877326965s, input_fired_time: 0.3000423312, output_fired_time: 0.0000000000, propagate_forward_time: 16.7020778656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856117249
validation[          , genome  7110] predictions:    9747/  10000 (97.47%), best:    9771/10000 (97.71%), error:       866.97717, best error:       769.95020 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 222.5660095215s, input_fired_time: 2.4303131104, output_fired_time: 2.1454603672, propagate_forward_time: 84.1943054199, propagate_backward_time: 129.9008941650, weight_update_time: 0.1922005415, other_time: 3.8950347900
epoch time: 18.2058982849s, input_fired_time: 0.3003687263, output_fired_time: 0.0000000000, propagate_forward_time: 17.2081375122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6973915100
validation[          , genome  7110] predictions:    9765/  10000 (97.65%), best:    9771/10000 (97.71%), error:       824.76874, best error:       769.95020 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 220.3697204590s, input_fired_time: 2.4496505260, output_fired_time: 2.1045963764, propagate_forward_time: 83.1723480225, propagate_backward_time: 128.7298583984, weight_update_time: 0.1904961616, other_time: 3.9132690430
epoch time: 17.9835357666s, input_fired_time: 0.3175669014, output_fired_time: 0.0000000000, propagate_forward_time: 16.9756946564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902732849
validation[          , genome  7110] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       850.35431, best error:       769.95020 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 220.2280426025s, input_fired_time: 2.4201133251, output_fired_time: 2.0817036629, propagate_forward_time: 83.1726760864, propagate_backward_time: 128.6975860596, weight_update_time: 0.2026850432, other_time: 3.8559417725
epoch time: 17.8076419830s, input_fired_time: 0.2982462347, output_fired_time: 0.0000000000, propagate_forward_time: 16.8244705200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6849250793
validation[          , genome  7110] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       875.44281, best error:       769.95020 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 219.3242034912s, input_fired_time: 2.4186055660, output_fired_time: 2.0912208557, propagate_forward_time: 82.8030319214, propagate_backward_time: 128.1116638184, weight_update_time: 0.1892022192, other_time: 3.8996887207
epoch time: 17.6142311096s, input_fired_time: 0.3033232093, output_fired_time: 0.0000000000, propagate_forward_time: 16.6315593719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793479919
validation[          , genome  7110] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       938.95709, best error:       769.95020 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 218.3737182617s, input_fired_time: 2.4377727509, output_fired_time: 2.0815110207, propagate_forward_time: 82.4583663940, propagate_backward_time: 127.5175170898, weight_update_time: 0.1895952225, other_time: 3.8785400391
epoch time: 17.5864505768s, input_fired_time: 0.3007387221, output_fired_time: 0.0000000000, propagate_forward_time: 16.5954284668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6902828217
validation[          , genome  7110] predictions:    9774/  10000 (97.74%), best:    9771/10000 (97.71%), error:       781.79346, best error:       769.95020 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 220.2097778320s, input_fired_time: 2.4160811901, output_fired_time: 2.1019914150, propagate_forward_time: 83.0492858887, propagate_backward_time: 128.7456359863, weight_update_time: 0.1885947138, other_time: 3.8967895508
epoch time: 17.9827289581s, input_fired_time: 0.3137183487, output_fired_time: 0.0000000000, propagate_forward_time: 16.9369773865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7320327759
validation[          , genome  7110] predictions:    9782/  10000 (97.82%), best:    9771/10000 (97.71%), error:       776.66650, best error:       769.95020 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 221.4524536133s, input_fired_time: 2.4479193687, output_fired_time: 2.1178426743, propagate_forward_time: 83.6825866699, propagate_backward_time: 129.3467712402, weight_update_time: 0.1884607375, other_time: 3.8573303223
epoch time: 17.6258296967s, input_fired_time: 0.3032728732, output_fired_time: 0.0000000000, propagate_forward_time: 16.6350669861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874904633
validation[          , genome  7110] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       696.08667, best error:       696.08667 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 219.0195159912s, input_fired_time: 2.4213168621, output_fired_time: 2.0784361362, propagate_forward_time: 82.6782531738, propagate_backward_time: 127.9561462402, weight_update_time: 0.1950859725, other_time: 3.8853759766
epoch time: 17.5895900726s, input_fired_time: 0.3053954542, output_fired_time: 0.0000000000, propagate_forward_time: 16.6097221375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6744728088
validation[          , genome  7110] predictions:    9683/  10000 (96.83%), best:    9795/10000 (97.95%), error:       975.73425, best error:       696.08667 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 221.2066497803s, input_fired_time: 2.4058597088, output_fired_time: 2.1068871021, propagate_forward_time: 83.5717239380, propagate_backward_time: 129.1829071045, weight_update_time: 0.1877107471, other_time: 3.9392852783
epoch time: 17.3957500458s, input_fired_time: 0.3042798638, output_fired_time: 0.0000000000, propagate_forward_time: 16.4031391144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6883316040
validation[          , genome  7110] predictions:    9761/  10000 (97.61%), best:    9795/10000 (97.95%), error:       783.55823, best error:       696.08667 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 221.2753753662s, input_fired_time: 2.4248435497, output_fired_time: 2.1358816624, propagate_forward_time: 83.5963058472, propagate_backward_time: 129.2625122070, weight_update_time: 0.1933020949, other_time: 3.8558349609
epoch time: 17.9044437408s, input_fired_time: 0.3099180758, output_fired_time: 0.0000000000, propagate_forward_time: 16.9109554291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835708618
validation[          , genome  7110] predictions:    9736/  10000 (97.36%), best:    9795/10000 (97.95%), error:       907.13770, best error:       696.08667 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 221.7630920410s, input_fired_time: 2.4234850407, output_fired_time: 2.0980100632, propagate_forward_time: 83.7147903442, propagate_backward_time: 129.6907196045, weight_update_time: 0.1879935563, other_time: 3.8360748291
epoch time: 18.0031833649s, input_fired_time: 0.3073591292, output_fired_time: 0.0000000000, propagate_forward_time: 16.9975299835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6982936859
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9795/10000 (97.95%), error:       746.06976, best error:       696.08667 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 220.5043029785s, input_fired_time: 2.4268484116, output_fired_time: 2.1293334961, propagate_forward_time: 83.2599945068, propagate_backward_time: 128.8043823242, weight_update_time: 0.1890707314, other_time: 3.8837432861
epoch time: 17.6237030029s, input_fired_time: 0.3038831055, output_fired_time: 0.0000000000, propagate_forward_time: 16.6467952728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6730251312
validation[          , genome  7110] predictions:    9757/  10000 (97.57%), best:    9795/10000 (97.95%), error:       759.08691, best error:       696.08667 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 219.4591979980s, input_fired_time: 2.4360263348, output_fired_time: 2.0798146725, propagate_forward_time: 82.9159774780, propagate_backward_time: 128.1634674072, weight_update_time: 0.1916452199, other_time: 3.8639068604
epoch time: 17.6216716766s, input_fired_time: 0.3067176342, output_fired_time: 0.0000000000, propagate_forward_time: 16.6351623535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6797924042
validation[          , genome  7110] predictions:    9764/  10000 (97.64%), best:    9795/10000 (97.95%), error:       773.42975, best error:       696.08667 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 221.8813781738s, input_fired_time: 2.4475736618, output_fired_time: 2.1386034489, propagate_forward_time: 83.8460083008, propagate_backward_time: 129.5480346680, weight_update_time: 0.1943275481, other_time: 3.9011535645
epoch time: 17.8195323944s, input_fired_time: 0.3183742464, output_fired_time: 0.0000000000, propagate_forward_time: 16.7842578888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7168998718
validation[          , genome  7110] predictions:    9721/  10000 (97.21%), best:    9795/10000 (97.95%), error:       889.75500, best error:       696.08667 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 220.6014404297s, input_fired_time: 2.4417986870, output_fired_time: 2.0957238674, propagate_forward_time: 83.3776779175, propagate_backward_time: 128.8009643555, weight_update_time: 0.1897095293, other_time: 3.8852844238
epoch time: 17.4995250702s, input_fired_time: 0.3088804781, output_fired_time: 0.0000000000, propagate_forward_time: 16.5043869019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6862583160
validation[          , genome  7110] predictions:    9750/  10000 (97.50%), best:    9795/10000 (97.95%), error:       820.29999, best error:       696.08667 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 220.2395172119s, input_fired_time: 2.4256813526, output_fired_time: 2.1173541546, propagate_forward_time: 83.2220916748, propagate_backward_time: 128.6076812744, weight_update_time: 0.1896186024, other_time: 3.8667144775
epoch time: 17.9528923035s, input_fired_time: 0.3041694462, output_fired_time: 0.0000000000, propagate_forward_time: 16.9351062775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7136173248
validation[          , genome  7110] predictions:    9797/  10000 (97.97%), best:    9795/10000 (97.95%), error:       700.10175, best error:       696.08667 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 219.8804931641s, input_fired_time: 2.4351644516, output_fired_time: 2.1048166752, propagate_forward_time: 83.0597457886, propagate_backward_time: 128.4061584473, weight_update_time: 0.1889636815, other_time: 3.8746032715
epoch time: 17.5550823212s, input_fired_time: 0.3096384704, output_fired_time: 0.0000000000, propagate_forward_time: 16.5672378540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6782054901
validation[          , genome  7110] predictions:    9738/  10000 (97.38%), best:    9795/10000 (97.95%), error:       901.85651, best error:       696.08667 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 221.0810241699s, input_fired_time: 2.4612312317, output_fired_time: 2.0895545483, propagate_forward_time: 83.3906250000, propagate_backward_time: 129.2845916748, weight_update_time: 0.1994326115, other_time: 3.8550262451
epoch time: 17.5403881073s, input_fired_time: 0.3119482696, output_fired_time: 0.0000000000, propagate_forward_time: 16.5488300323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796092987
validation[          , genome  7110] predictions:    9765/  10000 (97.65%), best:    9795/10000 (97.95%), error:       767.50476, best error:       696.08667 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 221.8916625977s, input_fired_time: 2.4436593056, output_fired_time: 2.1256654263, propagate_forward_time: 83.6963882446, propagate_backward_time: 129.7543182373, weight_update_time: 0.1878695339, other_time: 3.8716278076
epoch time: 17.4636821747s, input_fired_time: 0.3012940884, output_fired_time: 0.0000000000, propagate_forward_time: 16.4735851288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888027191
validation[          , genome  7110] predictions:    9760/  10000 (97.60%), best:    9795/10000 (97.95%), error:       783.00946, best error:       696.08667 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 220.0397796631s, input_fired_time: 2.4364731312, output_fired_time: 2.1060760021, propagate_forward_time: 83.0424575806, propagate_backward_time: 128.5980834961, weight_update_time: 0.1882724315, other_time: 3.8566894531
epoch time: 17.8357048035s, input_fired_time: 0.3108270764, output_fired_time: 0.0000000000, propagate_forward_time: 16.8460063934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6788711548
validation[          , genome  7110] predictions:    9755/  10000 (97.55%), best:    9795/10000 (97.95%), error:       795.28784, best error:       696.08667 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 219.4326629639s, input_fired_time: 2.4511675835, output_fired_time: 2.0871124268, propagate_forward_time: 82.9233093262, propagate_backward_time: 128.1194915771, weight_update_time: 0.1898122430, other_time: 3.8515777588
epoch time: 18.0040588379s, input_fired_time: 0.3073950410, output_fired_time: 0.0000000000, propagate_forward_time: 17.0023021698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6943607330
validation[          , genome  7110] predictions:    9726/  10000 (97.26%), best:    9795/10000 (97.95%), error:       899.54962, best error:       696.08667 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 223.5873565674s, input_fired_time: 2.4607639313, output_fired_time: 2.1235322952, propagate_forward_time: 84.4970779419, propagate_backward_time: 130.6222076416, weight_update_time: 0.1867882460, other_time: 3.8837738037
epoch time: 17.7480010986s, input_fired_time: 0.3094283342, output_fired_time: 0.0000000000, propagate_forward_time: 16.7642364502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6743354797
validation[          , genome  7110] predictions:    9797/  10000 (97.97%), best:    9795/10000 (97.95%), error:       732.78497, best error:       696.08667 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 219.5238494873s, input_fired_time: 2.4471426010, output_fired_time: 2.0969376564, propagate_forward_time: 82.8953323364, propagate_backward_time: 128.1996917725, weight_update_time: 0.1902648509, other_time: 3.8847503662
epoch time: 17.5660362244s, input_fired_time: 0.3014999926, output_fired_time: 0.0000000000, propagate_forward_time: 16.5850181580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795177460
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9795/10000 (97.95%), error:       734.13501, best error:       696.08667 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 220.3657836914s, input_fired_time: 2.4764921665, output_fired_time: 2.0886826515, propagate_forward_time: 83.1909179688, propagate_backward_time: 128.6995086670, weight_update_time: 0.1894998550, other_time: 3.9101867676
epoch time: 17.4733963013s, input_fired_time: 0.3081854582, output_fired_time: 0.0000000000, propagate_forward_time: 16.4834213257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6817893982
validation[          , genome  7110] predictions:    9788/  10000 (97.88%), best:    9795/10000 (97.95%), error:       721.30811, best error:       696.08667 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 220.8425292969s, input_fired_time: 2.4448151588, output_fired_time: 2.1004281044, propagate_forward_time: 83.4880523682, propagate_backward_time: 128.9088287354, weight_update_time: 0.1914623231, other_time: 3.9004058838
epoch time: 17.6750144958s, input_fired_time: 0.3126140833, output_fired_time: 0.0000000000, propagate_forward_time: 16.6786136627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837863922
validation[          , genome  7110] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       694.76801, best error:       694.76801 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 218.9936218262s, input_fired_time: 2.4311468601, output_fired_time: 2.0858621597, propagate_forward_time: 82.6643066406, propagate_backward_time: 127.9505615234, weight_update_time: 0.1889063865, other_time: 3.8617401123
epoch time: 18.0821876526s, input_fired_time: 0.3169351816, output_fired_time: 0.0000000000, propagate_forward_time: 17.0452041626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7200489044
validation[          , genome  7110] predictions:    9739/  10000 (97.39%), best:    9805/10000 (98.05%), error:       825.23499, best error:       694.76801 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 220.1712646484s, input_fired_time: 2.4422070980, output_fired_time: 2.0822751522, propagate_forward_time: 83.1609878540, propagate_backward_time: 128.6065979004, weight_update_time: 0.1934534758, other_time: 3.8792114258
epoch time: 17.9650707245s, input_fired_time: 0.3053549230, output_fired_time: 0.0000000000, propagate_forward_time: 16.9702358246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894798279
validation[          , genome  7110] predictions:    9790/  10000 (97.90%), best:    9805/10000 (98.05%), error:       747.88257, best error:       694.76801 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 218.2106781006s, input_fired_time: 2.4529135227, output_fired_time: 2.0722546577, propagate_forward_time: 82.4291992188, propagate_backward_time: 127.3676605225, weight_update_time: 0.1902604699, other_time: 3.8886566162
epoch time: 17.6151962280s, input_fired_time: 0.3118036389, output_fired_time: 0.0000000000, propagate_forward_time: 16.6245689392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6788234711
validation[          , genome  7110] predictions:    9804/  10000 (98.04%), best:    9805/10000 (98.05%), error:       717.98590, best error:       694.76801 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 218.7059478760s, input_fired_time: 2.4228773117, output_fired_time: 2.0909252167, propagate_forward_time: 82.6202850342, propagate_backward_time: 127.7031097412, weight_update_time: 0.1887667179, other_time: 3.8687438965
epoch time: 17.8368778229s, input_fired_time: 0.3053681254, output_fired_time: 0.0000000000, propagate_forward_time: 16.8423690796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891403198
validation[          , genome  7110] predictions:    9792/  10000 (97.92%), best:    9805/10000 (98.05%), error:       712.30072, best error:       694.76801 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 220.9963989258s, input_fired_time: 2.4228491783, output_fired_time: 2.1176302433, propagate_forward_time: 83.4917755127, propagate_backward_time: 129.1298522949, weight_update_time: 0.1919021755, other_time: 3.8342895508
epoch time: 17.6846027374s, input_fired_time: 0.3058813810, output_fired_time: 0.0000000000, propagate_forward_time: 16.6959934235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6827278137
validation[          , genome  7110] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       721.70111, best error:       694.76801 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 220.6645812988s, input_fired_time: 2.4540851116, output_fired_time: 2.1303563118, propagate_forward_time: 83.1205291748, propagate_backward_time: 129.0387268066, weight_update_time: 0.1994529665, other_time: 3.9208831787
epoch time: 18.3138160706s, input_fired_time: 0.3091292679, output_fired_time: 0.0000000000, propagate_forward_time: 17.2818241119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7228622437
validation[          , genome  7110] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       758.83905, best error:       694.76801 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 220.4467926025s, input_fired_time: 2.4491879940, output_fired_time: 2.0821039677, propagate_forward_time: 83.3163909912, propagate_backward_time: 128.6766510010, weight_update_time: 0.1942362040, other_time: 3.9224548340
epoch time: 17.5241260529s, input_fired_time: 0.3130876422, output_fired_time: 0.0000000000, propagate_forward_time: 16.5190639496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6919746399
validation[          , genome  7110] predictions:    9794/  10000 (97.94%), best:    9805/10000 (98.05%), error:       701.01929, best error:       694.76801 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 221.7567138672s, input_fired_time: 2.4297978878, output_fired_time: 2.1097736359, propagate_forward_time: 83.8831939697, propagate_backward_time: 129.5007171631, weight_update_time: 0.1920322329, other_time: 3.8332366943
epoch time: 17.5713901520s, input_fired_time: 0.3087916374, output_fired_time: 0.0000000000, propagate_forward_time: 16.5766658783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6859321594
validation[          , genome  7110] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       698.70721, best error:       694.76801 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 223.6546325684s, input_fired_time: 2.4386553764, output_fired_time: 2.1163866520, propagate_forward_time: 84.4500427246, propagate_backward_time: 130.7500762939, weight_update_time: 0.1935117245, other_time: 3.8994598389
epoch time: 17.6224651337s, input_fired_time: 0.3096159995, output_fired_time: 0.0000000000, propagate_forward_time: 16.6230640411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6897850037
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       728.55469, best error:       694.76801 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 219.7057952881s, input_fired_time: 2.4563438892, output_fired_time: 2.0831339359, propagate_forward_time: 82.9180526733, propagate_backward_time: 128.3316345215, weight_update_time: 0.1899524480, other_time: 3.9166259766
epoch time: 17.7705631256s, input_fired_time: 0.3149151206, output_fired_time: 0.0000000000, propagate_forward_time: 16.7685909271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870574951
validation[          , genome  7110] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       732.53448, best error:       694.76801 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 220.6472625732s, input_fired_time: 2.4636888504, output_fired_time: 2.0905528069, propagate_forward_time: 83.4069137573, propagate_backward_time: 128.8403167725, weight_update_time: 0.1905969679, other_time: 3.8458099365
epoch time: 17.9171733856s, input_fired_time: 0.3084678352, output_fired_time: 0.0000000000, propagate_forward_time: 16.8873710632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7213344574
validation[          , genome  7110] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       754.78442, best error:       694.76801 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 222.1800994873s, input_fired_time: 2.4309289455, output_fired_time: 2.1288144588, propagate_forward_time: 83.9429855347, propagate_backward_time: 129.7918090820, weight_update_time: 0.1901691556, other_time: 3.8855590820
epoch time: 17.8491382599s, input_fired_time: 0.3079527617, output_fired_time: 0.0000000000, propagate_forward_time: 16.8398895264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7012958527
validation[          , genome  7110] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       726.78943, best error:       694.76801 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 220.0503540039s, input_fired_time: 2.4093554020, output_fired_time: 2.0955843925, propagate_forward_time: 83.0919647217, propagate_backward_time: 128.6215972900, weight_update_time: 0.1877896041, other_time: 3.8318481445
epoch time: 17.5796737671s, input_fired_time: 0.3124711514, output_fired_time: 0.0000000000, propagate_forward_time: 16.5932674408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739349365
validation[          , genome  7110] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       682.39734, best error:       682.39734 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 219.8686523438s, input_fired_time: 2.4500164986, output_fired_time: 2.0898623466, propagate_forward_time: 83.0015869141, propagate_backward_time: 128.4409484863, weight_update_time: 0.1895646006, other_time: 3.8862457275
epoch time: 17.4961605072s, input_fired_time: 0.3111076653, output_fired_time: 0.0000000000, propagate_forward_time: 16.4990081787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860446930
validation[          , genome  7110] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       675.69293, best error:       675.69293 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 220.9086456299s, input_fired_time: 2.4585952759, output_fired_time: 2.1201198101, propagate_forward_time: 83.5461044312, propagate_backward_time: 128.9464111328, weight_update_time: 0.1881411672, other_time: 3.8374023438
epoch time: 17.7669620514s, input_fired_time: 0.3170331717, output_fired_time: 0.0000000000, propagate_forward_time: 16.7594280243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6905002594
validation[          , genome  7110] predictions:    9805/  10000 (98.05%), best:    9799/10000 (97.99%), error:       692.01605, best error:       675.69293 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 219.2801361084s, input_fired_time: 2.4494681358, output_fired_time: 2.0803244114, propagate_forward_time: 82.8172531128, propagate_backward_time: 128.0750579834, weight_update_time: 0.1882759035, other_time: 3.8580474854
epoch time: 17.9482765198s, input_fired_time: 0.3187649846, output_fired_time: 0.0000000000, propagate_forward_time: 16.9186935425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7108173370
validation[          , genome  7110] predictions:    9802/  10000 (98.02%), best:    9799/10000 (97.99%), error:       678.66321, best error:       675.69293 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 221.8589019775s, input_fired_time: 2.4468805790, output_fired_time: 2.1066358089, propagate_forward_time: 83.8849105835, propagate_backward_time: 129.5941772461, weight_update_time: 0.1913349330, other_time: 3.8262939453
epoch time: 17.6279354095s, input_fired_time: 0.3074174225, output_fired_time: 0.0000000000, propagate_forward_time: 16.6430664063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6774520874
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       714.16705, best error:       675.69293 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 220.3074645996s, input_fired_time: 2.4292783737, output_fired_time: 2.0854167938, propagate_forward_time: 83.1878967285, propagate_backward_time: 128.7610931396, weight_update_time: 0.1890592426, other_time: 3.8437805176
epoch time: 17.5035247803s, input_fired_time: 0.3023564517, output_fired_time: 0.0000000000, propagate_forward_time: 16.5220832825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790847778
validation[          , genome  7110] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       744.56891, best error:       675.69293 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 220.2310485840s, input_fired_time: 2.4847373962, output_fired_time: 2.1061320305, propagate_forward_time: 83.2144088745, propagate_backward_time: 128.4591979980, weight_update_time: 0.1888246238, other_time: 3.9665832520
epoch time: 18.0215892792s, input_fired_time: 0.3232863843, output_fired_time: 0.0000000000, propagate_forward_time: 17.0036926270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6946105957
validation[          , genome  7110] predictions:    9821/  10000 (98.21%), best:    9799/10000 (97.99%), error:       684.78558, best error:       675.69293 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 222.1612548828s, input_fired_time: 2.4279112816, output_fired_time: 2.1064879894, propagate_forward_time: 83.8752365112, propagate_backward_time: 129.9300842285, weight_update_time: 0.1922117472, other_time: 3.8215332031
epoch time: 18.3762340546s, input_fired_time: 0.3193657398, output_fired_time: 0.0000000000, propagate_forward_time: 17.3540287018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7028388977
validation[          , genome  7110] predictions:    9816/  10000 (98.16%), best:    9799/10000 (97.99%), error:       676.58020, best error:       675.69293 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 220.9891662598s, input_fired_time: 2.4033446312, output_fired_time: 2.0998973846, propagate_forward_time: 83.5576248169, propagate_backward_time: 129.1090850830, weight_update_time: 0.1909908652, other_time: 3.8191986084
epoch time: 18.0744018555s, input_fired_time: 0.3268727064, output_fired_time: 0.0000000000, propagate_forward_time: 17.0215702057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7259597778
validation[          , genome  7110] predictions:    9790/  10000 (97.90%), best:    9799/10000 (97.99%), error:       730.66101, best error:       675.69293 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 219.2871856689s, input_fired_time: 2.4811284542, output_fired_time: 2.0852375031, propagate_forward_time: 82.8384628296, propagate_backward_time: 127.9733505249, weight_update_time: 0.1908272356, other_time: 3.9090042114
epoch time: 17.4731235504s, input_fired_time: 0.3091560304, output_fired_time: 0.0000000000, propagate_forward_time: 16.4745540619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894130707
validation[          , genome  7110] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       726.34515, best error:       675.69293 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 223.0674438477s, input_fired_time: 2.4512770176, output_fired_time: 2.1233184338, propagate_forward_time: 84.2477569580, propagate_backward_time: 130.3516540527, weight_update_time: 0.1861140132, other_time: 3.8934326172
epoch time: 17.6164035797s, input_fired_time: 0.3182953894, output_fired_time: 0.0000000000, propagate_forward_time: 16.6063404083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6917686462
validation[          , genome  7110] predictions:    9785/  10000 (97.85%), best:    9799/10000 (97.99%), error:       760.25006, best error:       675.69293 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 220.1163635254s, input_fired_time: 2.4623639584, output_fired_time: 2.1103928089, propagate_forward_time: 83.1356048584, propagate_backward_time: 128.4922943115, weight_update_time: 0.1897934079, other_time: 3.9157104492
epoch time: 17.6675415039s, input_fired_time: 0.3081823587, output_fired_time: 0.0000000000, propagate_forward_time: 16.6804275513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789321899
validation[          , genome  7110] predictions:    9806/  10000 (98.06%), best:    9799/10000 (97.99%), error:       702.79089, best error:       675.69293 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 220.9349365234s, input_fired_time: 2.4646036625, output_fired_time: 2.1069304943, propagate_forward_time: 83.4303970337, propagate_backward_time: 129.0617980957, weight_update_time: 0.1890239120, other_time: 3.8712158203
epoch time: 17.5693740845s, input_fired_time: 0.3043993115, output_fired_time: 0.0000000000, propagate_forward_time: 16.5867290497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6782455444
validation[          , genome  7110] predictions:    9791/  10000 (97.91%), best:    9799/10000 (97.99%), error:       716.57440, best error:       675.69293 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 220.5682983398s, input_fired_time: 2.4428079128, output_fired_time: 2.0897510052, propagate_forward_time: 83.3597412109, propagate_backward_time: 128.8659667969, weight_update_time: 0.1868774593, other_time: 3.8100280762
epoch time: 17.6038990021s, input_fired_time: 0.3143356442, output_fired_time: 0.0000000000, propagate_forward_time: 16.6008815765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6886825562
validation[          , genome  7110] predictions:    9809/  10000 (98.09%), best:    9799/10000 (97.99%), error:       678.00854, best error:       675.69293 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 220.8712158203s, input_fired_time: 2.4924948215, output_fired_time: 2.0990223885, propagate_forward_time: 83.3308486938, propagate_backward_time: 129.0954895020, weight_update_time: 0.1894996762, other_time: 3.8533630371
epoch time: 17.6416530609s, input_fired_time: 0.3074335754, output_fired_time: 0.0000000000, propagate_forward_time: 16.6453018188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6889171600
validation[          , genome  7110] predictions:    9766/  10000 (97.66%), best:    9799/10000 (97.99%), error:       775.60413, best error:       675.69293 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 222.0944061279s, input_fired_time: 2.4621832371, output_fired_time: 2.1199553013, propagate_forward_time: 83.9311294556, propagate_backward_time: 129.7467041016, weight_update_time: 0.1871691346, other_time: 3.8344421387
epoch time: 17.5249500275s, input_fired_time: 0.3145683110, output_fired_time: 0.0000000000, propagate_forward_time: 16.5230598450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6873226166
validation[          , genome  7110] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       712.39105, best error:       675.69293 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 223.3368530273s, input_fired_time: 2.4311323166, output_fired_time: 2.1262521744, propagate_forward_time: 84.2500000000, propagate_backward_time: 130.7038726807, weight_update_time: 0.1906845123, other_time: 3.8255920410
epoch time: 17.7928752899s, input_fired_time: 0.3138248324, output_fired_time: 0.0000000000, propagate_forward_time: 16.8080635071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709861755
validation[          , genome  7110] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       655.69232, best error:       655.69232 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 220.0498352051s, input_fired_time: 2.4451196194, output_fired_time: 2.1050794125, propagate_forward_time: 83.0959701538, propagate_backward_time: 128.5479278564, weight_update_time: 0.1930653304, other_time: 3.8557586670
epoch time: 17.6219005585s, input_fired_time: 0.3179461658, output_fired_time: 0.0000000000, propagate_forward_time: 16.6146926880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6892623901
validation[          , genome  7110] predictions:    9789/  10000 (97.89%), best:    9809/10000 (98.09%), error:       701.34735, best error:       655.69232 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 220.0472717285s, input_fired_time: 2.4624154568, output_fired_time: 2.0855824947, propagate_forward_time: 83.0482101440, propagate_backward_time: 128.5444641113, weight_update_time: 0.1894614846, other_time: 3.9065856934
epoch time: 18.3328056335s, input_fired_time: 0.3126789331, output_fired_time: 0.0000000000, propagate_forward_time: 17.2713050842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7488212585
validation[          , genome  7110] predictions:    9787/  10000 (97.87%), best:    9809/10000 (98.09%), error:       732.76019, best error:       655.69232 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 220.0790557861s, input_fired_time: 2.4599597454, output_fired_time: 2.1114978790, propagate_forward_time: 83.0913467407, propagate_backward_time: 128.5152282715, weight_update_time: 0.1896670163, other_time: 3.9010314941
epoch time: 17.9891300201s, input_fired_time: 0.3224111199, output_fired_time: 0.0000000000, propagate_forward_time: 16.9806270599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860923767
validation[          , genome  7110] predictions:    9803/  10000 (98.03%), best:    9809/10000 (98.09%), error:       671.78796, best error:       655.69232 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 221.5257720947s, input_fired_time: 2.4961063862, output_fired_time: 2.1061148643, propagate_forward_time: 83.6047134399, propagate_backward_time: 129.4261016846, weight_update_time: 0.2016568780, other_time: 3.8927459717
epoch time: 17.3558616638s, input_fired_time: 0.3057130873, output_fired_time: 0.0000000000, propagate_forward_time: 16.3785285950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6716194153
validation[          , genome  7110] predictions:    9796/  10000 (97.96%), best:    9809/10000 (98.09%), error:       679.35901, best error:       655.69232 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 222.8269042969s, input_fired_time: 2.4967610836, output_fired_time: 2.1432046890, propagate_forward_time: 84.2043991089, propagate_backward_time: 130.0677032471, weight_update_time: 0.1925767958, other_time: 3.9148406982
epoch time: 17.7811145782s, input_fired_time: 0.3124688864, output_fired_time: 0.0000000000, propagate_forward_time: 16.7853755951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6832695007
validation[          , genome  7110] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       669.22406, best error:       655.69232 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 218.8731842041s, input_fired_time: 2.4671144485, output_fired_time: 2.0798525810, propagate_forward_time: 82.6955032349, propagate_backward_time: 127.7731781006, weight_update_time: 0.1895878762, other_time: 3.8575286865
epoch time: 17.8334426880s, input_fired_time: 0.3124881089, output_fired_time: 0.0000000000, propagate_forward_time: 16.8327713013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881828308
validation[          , genome  7110] predictions:    9778/  10000 (97.78%), best:    9809/10000 (98.09%), error:       705.67627, best error:       655.69232 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 220.2140197754s, input_fired_time: 2.4147460461, output_fired_time: 2.0870428085, propagate_forward_time: 83.1973724365, propagate_backward_time: 128.7538909912, weight_update_time: 0.1855420321, other_time: 3.7609710693
epoch time: 17.3909168243s, input_fired_time: 0.3137544990, output_fired_time: 0.0000000000, propagate_forward_time: 16.3909931183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6861686707
validation[          , genome  7110] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       729.93268, best error:       655.69232 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 220.3917694092s, input_fired_time: 2.4982509613, output_fired_time: 2.1036584377, propagate_forward_time: 83.1908111572, propagate_backward_time: 128.7112426758, weight_update_time: 0.1946780235, other_time: 3.8878173828
epoch time: 17.7546863556s, input_fired_time: 0.3292814195, output_fired_time: 0.0000000000, propagate_forward_time: 16.7379493713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6874561310
validation[          , genome  7110] predictions:    9785/  10000 (97.85%), best:    9809/10000 (98.09%), error:       730.84161, best error:       655.69232 on epoch:    92, 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: 88.1500244141s, input_fired_time: 1.5738010406, output_fired_time: 0.0000000000, propagate_forward_time: 82.9682159424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6080093384
best training[          , genome  7110] predictions:   49774/  50000 (99.55%), best:    9809/10000 (98.09%), error:      1146.33960, best error:       655.69232 on epoch:    92, 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: 17.7059555054s, input_fired_time: 0.3077470362, output_fired_time: 0.0000000000, propagate_forward_time: 16.7269973755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6712112427
   testing[          , genome  7110] predictions:    9802/  10000 (98.02%), best:    9809/10000 (98.09%), error:       667.45551, best error:       655.69232 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:22:20 (2484): called boinc_finish(0)

</stderr_txt>
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