Nameexact_genome_1512568300_45_159_3
Workunit2572086
Created7 Dec 2017, 22:16:33 UTC
Sent7 Dec 2017, 22:24:21 UTC
Report deadline9 Dec 2017, 4:30:15 UTC
Received8 Dec 2017, 10:47:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time1 hours 2 min 58 sec
CPU time1 hours 1 min 56 sec
Validate stateValid
Credit313.53
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.16 MB
Peak swap size149.58 MB
Peak disk usage0.81 MB

Stderr output

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

epoch time: 33.2832679749s, input_fired_time: 0.1737905741, output_fired_time: 0.1079138443, propagate_forward_time: 11.6343803406, propagate_backward_time: 14.5006284714, weight_update_time: 0.0955662727, other_time: 6.8665552139
epoch time: 3.6585190296s, input_fired_time: 0.0180681720, output_fired_time: 0.0000000000, propagate_forward_time: 2.3268704414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3135805130
validation[          , genome   159] predictions:    9177/  10000 (91.77%), best:    9177/10000 (91.77%), error:      2793.29761, best error:      2793.29761 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 33.4947967529s, input_fired_time: 0.1694041640, output_fired_time: 0.1080022678, propagate_forward_time: 11.7345991135, propagate_backward_time: 14.6137132645, weight_update_time: 0.0832729340, other_time: 6.8690786362
epoch time: 3.6918201447s, input_fired_time: 0.0180101432, output_fired_time: 0.0000000000, propagate_forward_time: 2.3447301388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3290798664
validation[          , genome   159] predictions:    9142/  10000 (91.42%), best:    9177/10000 (91.77%), error:      2922.32935, best error:      2793.29761 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 33.3624458313s, input_fired_time: 0.1682714522, output_fired_time: 0.1072896197, propagate_forward_time: 11.5881967545, propagate_backward_time: 14.6476240158, weight_update_time: 0.0828022584, other_time: 6.8510675430
epoch time: 3.6620995998s, input_fired_time: 0.0173366982, output_fired_time: 0.0000000000, propagate_forward_time: 2.3476068974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2971560955
validation[          , genome   159] predictions:    9203/  10000 (92.03%), best:    9203/10000 (92.03%), error:      2741.97681, best error:      2741.97681 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 33.5630149841s, input_fired_time: 0.1680168509, output_fired_time: 0.1079579592, propagate_forward_time: 11.6767482758, propagate_backward_time: 14.6843957901, weight_update_time: 0.0828623027, other_time: 6.9258928299
epoch time: 3.6828522682s, input_fired_time: 0.0181542449, output_fired_time: 0.0000000000, propagate_forward_time: 2.3093667030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3553314209
validation[          , genome   159] predictions:    9182/  10000 (91.82%), best:    9203/10000 (92.03%), error:      2822.78198, best error:      2741.97681 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 33.3149871826s, input_fired_time: 0.1676394194, output_fired_time: 0.1164322942, propagate_forward_time: 11.5554761887, propagate_backward_time: 14.6695184708, weight_update_time: 0.0831574053, other_time: 6.8059186935
epoch time: 3.7221217155s, input_fired_time: 0.0176204350, output_fired_time: 0.0000000000, propagate_forward_time: 2.4041101933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3003911972
validation[          , genome   159] predictions:    9156/  10000 (91.56%), best:    9203/10000 (92.03%), error:      2840.37207, best error:      2741.97681 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 33.5740547180s, input_fired_time: 0.1670406312, output_fired_time: 0.1072980836, propagate_forward_time: 11.6923694611, propagate_backward_time: 14.4704294205, weight_update_time: 0.0827759877, other_time: 7.1369142532
epoch time: 3.6890444756s, input_fired_time: 0.0175600182, output_fired_time: 0.0000000000, propagate_forward_time: 2.3411211967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3303632736
validation[          , genome   159] predictions:    9220/  10000 (92.20%), best:    9220/10000 (92.20%), error:      2739.75757, best error:      2739.75757 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 33.5981483459s, input_fired_time: 0.1672871262, output_fired_time: 0.1153500453, propagate_forward_time: 11.6778926849, propagate_backward_time: 14.6358289719, weight_update_time: 0.0829567239, other_time: 7.0017919540
epoch time: 3.6328101158s, input_fired_time: 0.0177048612, output_fired_time: 0.0000000000, propagate_forward_time: 2.3073544502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3077507019
validation[          , genome   159] predictions:    9224/  10000 (92.24%), best:    9224/10000 (92.24%), error:      2694.48340, best error:      2694.48340 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 33.2255783081s, input_fired_time: 0.1664874554, output_fired_time: 0.1057207584, propagate_forward_time: 11.5674695969, propagate_backward_time: 14.5941181183, weight_update_time: 0.0816546455, other_time: 6.7917804718
epoch time: 3.6679513454s, input_fired_time: 0.0180715565, output_fired_time: 0.0000000000, propagate_forward_time: 2.3400449753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3098347187
validation[          , genome   159] predictions:    9196/  10000 (91.96%), best:    9224/10000 (92.24%), error:      2762.37085, best error:      2694.48340 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 33.8655738831s, input_fired_time: 0.1715732068, output_fired_time: 0.1083233953, propagate_forward_time: 11.8098077774, propagate_backward_time: 14.8264303207, weight_update_time: 0.0832933635, other_time: 6.9494409561
epoch time: 3.6701600552s, input_fired_time: 0.0178603977, output_fired_time: 0.0000000000, propagate_forward_time: 2.3283066750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3239929676
validation[          , genome   159] predictions:    9197/  10000 (91.97%), best:    9224/10000 (92.24%), error:      2770.53394, best error:      2694.48340 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 33.8094711304s, input_fired_time: 0.1682835221, output_fired_time: 0.1083465219, propagate_forward_time: 11.7953891754, propagate_backward_time: 14.8042345047, weight_update_time: 0.0833079144, other_time: 6.9332170486
epoch time: 3.7372045517s, input_fired_time: 0.0174388587, output_fired_time: 0.0000000000, propagate_forward_time: 2.3876266479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3321390152
validation[          , genome   159] predictions:    9214/  10000 (92.14%), best:    9224/10000 (92.24%), error:      2720.62061, best error:      2694.48340 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 33.5809402466s, input_fired_time: 0.1665351242, output_fired_time: 0.1064448655, propagate_forward_time: 11.7499246597, propagate_backward_time: 14.7111272812, weight_update_time: 0.0825609192, other_time: 6.8469095230
epoch time: 3.6768732071s, input_fired_time: 0.0175508000, output_fired_time: 0.0000000000, propagate_forward_time: 2.3073146343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3520078659
validation[          , genome   159] predictions:    9206/  10000 (92.06%), best:    9224/10000 (92.24%), error:      2752.84424, best error:      2694.48340 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 33.6037025452s, input_fired_time: 0.1711584032, output_fired_time: 0.1080532223, propagate_forward_time: 11.8767557144, propagate_backward_time: 14.5882453918, weight_update_time: 0.0830036178, other_time: 6.8594894409
epoch time: 3.6830132008s, input_fired_time: 0.0179165583, output_fired_time: 0.0000000000, propagate_forward_time: 2.3347356319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3303611279
validation[          , genome   159] predictions:    9212/  10000 (92.12%), best:    9224/10000 (92.24%), error:      2717.04761, best error:      2694.48340 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 33.5715293884s, input_fired_time: 0.1672049910, output_fired_time: 0.1078045219, propagate_forward_time: 11.7642412186, propagate_backward_time: 14.6239318848, weight_update_time: 0.0826042295, other_time: 6.9083480835
epoch time: 3.6322569847s, input_fired_time: 0.0173059851, output_fired_time: 0.0000000000, propagate_forward_time: 2.3021793365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3127715588
validation[          , genome   159] predictions:    9169/  10000 (91.69%), best:    9224/10000 (92.24%), error:      2864.22632, best error:      2694.48340 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 33.4239044189s, input_fired_time: 0.1680930257, output_fired_time: 0.1085411161, propagate_forward_time: 11.5039415359, propagate_backward_time: 14.7315168381, weight_update_time: 0.0838229060, other_time: 6.9118127823
epoch time: 3.6264481544s, input_fired_time: 0.0174720734, output_fired_time: 0.0000000000, propagate_forward_time: 2.3082432747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3007328510
validation[          , genome   159] predictions:    9179/  10000 (91.79%), best:    9224/10000 (92.24%), error:      2786.93921, best error:      2694.48340 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 33.6152763367s, input_fired_time: 0.1688103229, output_fired_time: 0.1081817299, propagate_forward_time: 11.7996807098, propagate_backward_time: 14.6632089615, weight_update_time: 0.0832343996, other_time: 6.8753938675
epoch time: 3.6584417820s, input_fired_time: 0.0178202651, output_fired_time: 0.0000000000, propagate_forward_time: 2.3308548927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3097665310
validation[          , genome   159] predictions:    9202/  10000 (92.02%), best:    9224/10000 (92.24%), error:      2722.14185, best error:      2694.48340 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 33.5205383301s, input_fired_time: 0.1705718637, output_fired_time: 0.1062423363, propagate_forward_time: 11.5724086761, propagate_backward_time: 14.6316242218, weight_update_time: 0.0818518326, other_time: 7.0396919250
epoch time: 3.7497277260s, input_fired_time: 0.0177775435, output_fired_time: 0.0000000000, propagate_forward_time: 2.4066684246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3252818584
validation[          , genome   159] predictions:    9213/  10000 (92.13%), best:    9213/10000 (92.13%), error:      2679.17896, best error:      2679.17896 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 33.5468940735s, input_fired_time: 0.1677526087, output_fired_time: 0.1145881787, propagate_forward_time: 11.7682104111, propagate_backward_time: 14.6144962311, weight_update_time: 0.0833214745, other_time: 6.8818454742
epoch time: 3.6934313774s, input_fired_time: 0.0177025460, output_fired_time: 0.0000000000, propagate_forward_time: 2.3641858101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3115429878
validation[          , genome   159] predictions:    9198/  10000 (91.98%), best:    9213/10000 (92.13%), error:      2765.02222, best error:      2679.17896 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 33.2965316772s, input_fired_time: 0.1676365733, output_fired_time: 0.1083882526, propagate_forward_time: 11.6649007797, propagate_backward_time: 14.5264501572, weight_update_time: 0.0829683989, other_time: 6.8291559219
epoch time: 3.6374444962s, input_fired_time: 0.0178850926, output_fired_time: 0.0000000000, propagate_forward_time: 2.3126986027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3068606853
validation[          , genome   159] predictions:    9222/  10000 (92.22%), best:    9222/10000 (92.22%), error:      2667.30933, best error:      2667.30933 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 33.2721862793s, input_fired_time: 0.1672367752, output_fired_time: 0.1064945906, propagate_forward_time: 11.5167703629, propagate_backward_time: 14.6506614685, weight_update_time: 0.0817271546, other_time: 6.8310241699
epoch time: 3.6438190937s, input_fired_time: 0.0177137684, output_fired_time: 0.0000000000, propagate_forward_time: 2.3183970451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3077082634
validation[          , genome   159] predictions:    9212/  10000 (92.12%), best:    9222/10000 (92.22%), error:      2731.45898, best error:      2667.30933 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 33.2353248596s, input_fired_time: 0.1670944691, output_fired_time: 0.1079916358, propagate_forward_time: 11.6313495636, propagate_backward_time: 14.5414066315, weight_update_time: 0.0826738775, other_time: 6.7874832153
epoch time: 3.7138454914s, input_fired_time: 0.0178310983, output_fired_time: 0.0000000000, propagate_forward_time: 2.3771851063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3188292980
validation[          , genome   159] predictions:    9241/  10000 (92.41%), best:    9241/10000 (92.41%), error:      2621.69458, best error:      2621.69458 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 33.4720687866s, input_fired_time: 0.1679987460, output_fired_time: 0.1088711992, propagate_forward_time: 11.6988945007, propagate_backward_time: 14.5653724670, weight_update_time: 0.0830175728, other_time: 6.9309310913
epoch time: 3.6557657719s, input_fired_time: 0.0178042240, output_fired_time: 0.0000000000, propagate_forward_time: 2.3373155594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3006460667
validation[          , genome   159] predictions:    9249/  10000 (92.49%), best:    9241/10000 (92.41%), error:      2623.81689, best error:      2621.69458 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 33.5230674744s, input_fired_time: 0.1681000441, output_fired_time: 0.1085940599, propagate_forward_time: 11.6976928711, propagate_backward_time: 14.6609468460, weight_update_time: 0.0833266079, other_time: 6.8877363205
epoch time: 3.7413234711s, input_fired_time: 0.0177829899, output_fired_time: 0.0000000000, propagate_forward_time: 2.3953635693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3281769753
validation[          , genome   159] predictions:    9232/  10000 (92.32%), best:    9241/10000 (92.41%), error:      2655.98926, best error:      2621.69458 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 33.1254119873s, input_fired_time: 0.2019603997, output_fired_time: 0.1055229902, propagate_forward_time: 11.6638565063, propagate_backward_time: 14.4299163818, weight_update_time: 0.0819426104, other_time: 6.7241554260
epoch time: 3.6587212086s, input_fired_time: 0.0178196151, output_fired_time: 0.0000000000, propagate_forward_time: 2.3324270248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3084745407
validation[          , genome   159] predictions:    9206/  10000 (92.06%), best:    9241/10000 (92.41%), error:      2648.74023, best error:      2621.69458 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 33.1622886658s, input_fired_time: 0.1677947789, output_fired_time: 0.1069439277, propagate_forward_time: 11.5456895828, propagate_backward_time: 14.5096397400, weight_update_time: 0.0824003816, other_time: 6.8322219849
epoch time: 3.7027540207s, input_fired_time: 0.0176069830, output_fired_time: 0.0000000000, propagate_forward_time: 2.3578166962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3273303509
validation[          , genome   159] predictions:    9233/  10000 (92.33%), best:    9241/10000 (92.41%), error:      2656.21021, best error:      2621.69458 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 33.3081016541s, input_fired_time: 0.1679528803, output_fired_time: 0.1087665632, propagate_forward_time: 11.5959768295, propagate_backward_time: 14.5733833313, weight_update_time: 0.0833507180, other_time: 6.8620185852
epoch time: 3.6318457127s, input_fired_time: 0.0180686638, output_fired_time: 0.0000000000, propagate_forward_time: 2.3110272884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3027498722
validation[          , genome   159] predictions:    9213/  10000 (92.13%), best:    9241/10000 (92.41%), error:      2705.77563, best error:      2621.69458 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 33.3221321106s, input_fired_time: 0.1682515889, output_fired_time: 0.1081883833, propagate_forward_time: 11.6401672363, propagate_backward_time: 14.5391407013, weight_update_time: 0.0873853043, other_time: 6.8663845062
epoch time: 3.6994423866s, input_fired_time: 0.0178788342, output_fired_time: 0.0000000000, propagate_forward_time: 2.3228898048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3586738110
validation[          , genome   159] predictions:    9219/  10000 (92.19%), best:    9241/10000 (92.41%), error:      2656.52441, best error:      2621.69458 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 33.4997749329s, input_fired_time: 0.1672067195, output_fired_time: 0.1065942720, propagate_forward_time: 11.6474456787, propagate_backward_time: 14.6430654526, weight_update_time: 0.0821290016, other_time: 6.9354639053
epoch time: 3.7344756126s, input_fired_time: 0.0176109392, output_fired_time: 0.0000000000, propagate_forward_time: 2.3828785419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3339860439
validation[          , genome   159] predictions:    9145/  10000 (91.45%), best:    9241/10000 (92.41%), error:      2876.26270, best error:      2621.69458 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 33.1786460876s, input_fired_time: 0.1679904610, output_fired_time: 0.1077288389, propagate_forward_time: 11.5640144348, propagate_backward_time: 14.5591230392, weight_update_time: 0.0828306749, other_time: 6.7797899246
epoch time: 3.6714620590s, input_fired_time: 0.0180835780, output_fired_time: 0.0000000000, propagate_forward_time: 2.3248746395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3285038471
validation[          , genome   159] predictions:    9229/  10000 (92.29%), best:    9241/10000 (92.41%), error:      2645.86401, best error:      2621.69458 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 33.4427833557s, input_fired_time: 0.1679406166, output_fired_time: 0.1077053696, propagate_forward_time: 11.6495361328, propagate_backward_time: 14.6627902985, weight_update_time: 0.0829650313, other_time: 6.8548107147
epoch time: 3.6833353043s, input_fired_time: 0.0177781247, output_fired_time: 0.0000000000, propagate_forward_time: 2.3582756519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3072814941
validation[          , genome   159] predictions:    9222/  10000 (92.22%), best:    9241/10000 (92.41%), error:      2662.96387, best error:      2621.69458 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 33.7908821106s, input_fired_time: 0.1691722274, output_fired_time: 0.1077550128, propagate_forward_time: 11.8060855865, propagate_backward_time: 14.7820119858, weight_update_time: 0.0832676291, other_time: 6.9258604050
epoch time: 3.6806507111s, input_fired_time: 0.0179319363, output_fired_time: 0.0000000000, propagate_forward_time: 2.3154656887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3472530842
validation[          , genome   159] predictions:    9218/  10000 (92.18%), best:    9241/10000 (92.41%), error:      2652.67432, best error:      2621.69458 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 33.2794342041s, input_fired_time: 0.1684741974, output_fired_time: 0.1087137610, propagate_forward_time: 11.6094856262, propagate_backward_time: 14.5614290237, weight_update_time: 0.0831602812, other_time: 6.8313322067
epoch time: 3.7663233280s, input_fired_time: 0.0180048458, output_fired_time: 0.0000000000, propagate_forward_time: 2.4159233570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3323950768
validation[          , genome   159] predictions:    9243/  10000 (92.43%), best:    9241/10000 (92.41%), error:      2630.49219, best error:      2621.69458 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 33.5091934204s, input_fired_time: 0.1751858741, output_fired_time: 0.1472159624, propagate_forward_time: 11.5749874115, propagate_backward_time: 14.7050447464, weight_update_time: 0.0818703026, other_time: 6.9067583084
epoch time: 3.6270852089s, input_fired_time: 0.0180002004, output_fired_time: 0.0000000000, propagate_forward_time: 2.3022980690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3067870140
validation[          , genome   159] predictions:    9214/  10000 (92.14%), best:    9241/10000 (92.41%), error:      2738.26562, best error:      2621.69458 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 33.4000205994s, input_fired_time: 0.1756315231, output_fired_time: 0.1072084755, propagate_forward_time: 11.6444892883, propagate_backward_time: 14.6437511444, weight_update_time: 0.0823737979, other_time: 6.8289394379
epoch time: 3.7449107170s, input_fired_time: 0.0182345919, output_fired_time: 0.0000000000, propagate_forward_time: 2.3493809700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3772952557
validation[          , genome   159] predictions:    9221/  10000 (92.21%), best:    9241/10000 (92.41%), error:      2636.77856, best error:      2621.69458 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 33.5808258057s, input_fired_time: 0.1688826084, output_fired_time: 0.1367958188, propagate_forward_time: 11.6499757767, propagate_backward_time: 14.6092586517, weight_update_time: 0.0941649601, other_time: 7.0159130096
epoch time: 3.7633347511s, input_fired_time: 0.0179199409, output_fired_time: 0.0000000000, propagate_forward_time: 2.4487318993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2966828346
validation[          , genome   159] predictions:    9250/  10000 (92.50%), best:    9250/10000 (92.50%), error:      2606.00610, best error:      2606.00610 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 33.4084930420s, input_fired_time: 0.1690952182, output_fired_time: 0.1078617945, propagate_forward_time: 11.6895914078, propagate_backward_time: 14.5881557465, weight_update_time: 0.0866167471, other_time: 6.8537921906
epoch time: 3.7150764465s, input_fired_time: 0.0178649183, output_fired_time: 0.0000000000, propagate_forward_time: 2.3790233135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3181881905
validation[          , genome   159] predictions:    9242/  10000 (92.42%), best:    9250/10000 (92.50%), error:      2651.35645, best error:      2606.00610 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 33.4875259399s, input_fired_time: 0.1671983451, output_fired_time: 0.1062675491, propagate_forward_time: 11.6836500168, propagate_backward_time: 14.7014150620, weight_update_time: 0.0816089734, other_time: 6.8289957047
epoch time: 3.6992387772s, input_fired_time: 0.0177991241, output_fired_time: 0.0000000000, propagate_forward_time: 2.3228611946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3585784435
validation[          , genome   159] predictions:    9230/  10000 (92.30%), best:    9250/10000 (92.50%), error:      2630.81665, best error:      2606.00610 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 33.3249092102s, input_fired_time: 0.1761468053, output_fired_time: 0.1071854234, propagate_forward_time: 11.6296386719, propagate_backward_time: 14.5949468613, weight_update_time: 0.0826709047, other_time: 6.8169908524
epoch time: 3.6321568489s, input_fired_time: 0.0180253778, output_fired_time: 0.0000000000, propagate_forward_time: 2.3121581078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3019733429
validation[          , genome   159] predictions:    9247/  10000 (92.47%), best:    9250/10000 (92.50%), error:      2607.92383, best error:      2606.00610 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 33.3563995361s, input_fired_time: 0.1695559621, output_fired_time: 0.1076313406, propagate_forward_time: 11.6434679031, propagate_backward_time: 14.6047191620, weight_update_time: 0.0829298422, other_time: 6.8310260773
epoch time: 3.6854467392s, input_fired_time: 0.0181761105, output_fired_time: 0.0000000000, propagate_forward_time: 2.3639736176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3032970428
validation[          , genome   159] predictions:    9252/  10000 (92.52%), best:    9250/10000 (92.50%), error:      2614.54614, best error:      2606.00610 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 33.3570327759s, input_fired_time: 0.1694379449, output_fired_time: 0.1078182161, propagate_forward_time: 11.6485319138, propagate_backward_time: 14.5767841339, weight_update_time: 0.0832001865, other_time: 6.8544597626
epoch time: 3.7107255459s, input_fired_time: 0.0220840778, output_fired_time: 0.0000000000, propagate_forward_time: 2.3622763157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3263652325
validation[          , genome   159] predictions:    9235/  10000 (92.35%), best:    9250/10000 (92.50%), error:      2614.40137, best error:      2606.00610 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 33.2600708008s, input_fired_time: 0.1690931171, output_fired_time: 0.1078191847, propagate_forward_time: 11.6554250717, propagate_backward_time: 14.5251827240, weight_update_time: 0.0832395032, other_time: 6.8025493622
epoch time: 3.6388144493s, input_fired_time: 0.0179180950, output_fired_time: 0.0000000000, propagate_forward_time: 2.3169355392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3039608002
validation[          , genome   159] predictions:    9222/  10000 (92.22%), best:    9250/10000 (92.50%), error:      2634.83691, best error:      2606.00610 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 33.3350601196s, input_fired_time: 0.1732241809, output_fired_time: 0.1079946607, propagate_forward_time: 11.6187477112, propagate_backward_time: 14.6413879395, weight_update_time: 0.0906498134, other_time: 6.7937049866
epoch time: 3.8277490139s, input_fired_time: 0.0177469384, output_fired_time: 0.0000000000, propagate_forward_time: 2.4343829155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3756191730
validation[          , genome   159] predictions:    9220/  10000 (92.20%), best:    9250/10000 (92.50%), error:      2628.92847, best error:      2606.00610 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 33.3395576477s, input_fired_time: 0.1688222885, output_fired_time: 0.1079779491, propagate_forward_time: 11.5621538162, propagate_backward_time: 14.7495641708, weight_update_time: 0.0830903277, other_time: 6.7510385513
epoch time: 3.6229128838s, input_fired_time: 0.0182906501, output_fired_time: 0.0000000000, propagate_forward_time: 2.3075370789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2970850468
validation[          , genome   159] predictions:    9247/  10000 (92.47%), best:    9247/10000 (92.47%), error:      2595.76172, best error:      2595.76172 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 33.5724639893s, input_fired_time: 0.1694903225, output_fired_time: 0.1079088598, propagate_forward_time: 11.7094678879, propagate_backward_time: 14.7825222015, weight_update_time: 0.0828645676, other_time: 6.8030719757
epoch time: 3.6720051765s, input_fired_time: 0.0181765389, output_fired_time: 0.0000000000, propagate_forward_time: 2.3498592377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3039693832
validation[          , genome   159] predictions:    9206/  10000 (92.06%), best:    9247/10000 (92.47%), error:      2737.13501, best error:      2595.76172 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 33.1512031555s, input_fired_time: 0.1682772189, output_fired_time: 0.1058102846, propagate_forward_time: 11.5195970535, propagate_backward_time: 14.5605030060, weight_update_time: 0.0817035884, other_time: 6.7970142365
epoch time: 3.6323380470s, input_fired_time: 0.0175868981, output_fired_time: 0.0000000000, propagate_forward_time: 2.2978980541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3168530464
validation[          , genome   159] predictions:    9248/  10000 (92.48%), best:    9248/10000 (92.48%), error:      2590.82031, best error:      2590.82031 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 33.5259628296s, input_fired_time: 0.1695616245, output_fired_time: 0.1083240062, propagate_forward_time: 11.7391490936, propagate_backward_time: 14.6342344284, weight_update_time: 0.0833130181, other_time: 6.8746938705
epoch time: 3.5800602436s, input_fired_time: 0.0177485943, output_fired_time: 0.0000000000, propagate_forward_time: 2.2691931725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2931184769
validation[          , genome   159] predictions:    9203/  10000 (92.03%), best:    9248/10000 (92.48%), error:      2755.44897, best error:      2590.82031 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 33.5169334412s, input_fired_time: 0.1699447781, output_fired_time: 0.1076244116, propagate_forward_time: 11.6829404831, propagate_backward_time: 14.6300277710, weight_update_time: 0.0828634053, other_time: 6.9263954163
epoch time: 3.6993391514s, input_fired_time: 0.0182731040, output_fired_time: 0.0000000000, propagate_forward_time: 2.3513617516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3297042847
validation[          , genome   159] predictions:    9270/  10000 (92.70%), best:    9248/10000 (92.48%), error:      2591.45630, best error:      2590.82031 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 33.4517021179s, input_fired_time: 0.2139015794, output_fired_time: 0.1081671044, propagate_forward_time: 11.7378711700, propagate_backward_time: 14.6140327454, weight_update_time: 0.0830424130, other_time: 6.7777309418
epoch time: 3.6862909794s, input_fired_time: 0.0181011762, output_fired_time: 0.0000000000, propagate_forward_time: 2.3155796528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3526101112
validation[          , genome   159] predictions:    9226/  10000 (92.26%), best:    9248/10000 (92.48%), error:      2612.53345, best error:      2590.82031 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 33.7261199951s, input_fired_time: 0.1776058972, output_fired_time: 0.1075403169, propagate_forward_time: 11.8752756119, propagate_backward_time: 14.7152643204, weight_update_time: 0.0826527923, other_time: 6.8504362106
epoch time: 3.6535534859s, input_fired_time: 0.0181043390, output_fired_time: 0.0000000000, propagate_forward_time: 2.3153824806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3200666904
validation[          , genome   159] predictions:    9230/  10000 (92.30%), best:    9248/10000 (92.48%), error:      2596.93481, best error:      2590.82031 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 33.5451736450s, input_fired_time: 0.1700542271, output_fired_time: 0.1097060218, propagate_forward_time: 11.7251386642, propagate_backward_time: 14.6772403717, weight_update_time: 0.0831695125, other_time: 6.8630313873
epoch time: 3.6580100060s, input_fired_time: 0.0183272548, output_fired_time: 0.0000000000, propagate_forward_time: 2.3285052776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3111774921
validation[          , genome   159] predictions:    9232/  10000 (92.32%), best:    9248/10000 (92.48%), error:      2596.68701, best error:      2590.82031 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 33.5659942627s, input_fired_time: 0.1727782935, output_fired_time: 0.1083959267, propagate_forward_time: 11.7811136246, propagate_backward_time: 14.6489686966, weight_update_time: 0.0830858499, other_time: 6.8547391891
epoch time: 3.6751480103s, input_fired_time: 0.0183242634, output_fired_time: 0.0000000000, propagate_forward_time: 2.3381938934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3186297417
validation[          , genome   159] predictions:    9238/  10000 (92.38%), best:    9248/10000 (92.48%), error:      2622.46338, best error:      2590.82031 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 33.2758293152s, input_fired_time: 0.1707244515, output_fired_time: 0.1093741506, propagate_forward_time: 11.5686731339, propagate_backward_time: 14.6462497711, weight_update_time: 0.0834626183, other_time: 6.7808094025
epoch time: 3.6922531128s, input_fired_time: 0.0349091552, output_fired_time: 0.0000000000, propagate_forward_time: 2.3278198242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3295240402
validation[          , genome   159] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2564.91406, best error:      2564.91406 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 33.6106643677s, input_fired_time: 0.1957094520, output_fired_time: 0.1070289239, propagate_forward_time: 11.7728624344, propagate_backward_time: 14.7137451172, weight_update_time: 0.0823143944, other_time: 6.8213195801
epoch time: 3.6520097256s, input_fired_time: 0.0175856687, output_fired_time: 0.0000000000, propagate_forward_time: 2.3415060043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2929179668
validation[          , genome   159] predictions:    9217/  10000 (92.17%), best:    9264/10000 (92.64%), error:      2676.96973, best error:      2564.91406 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 33.4441032410s, input_fired_time: 0.1779134572, output_fired_time: 0.1077197716, propagate_forward_time: 11.6859350204, propagate_backward_time: 14.5856323242, weight_update_time: 0.0823271796, other_time: 6.8869018555
epoch time: 3.7511324883s, input_fired_time: 0.0184418522, output_fired_time: 0.0000000000, propagate_forward_time: 2.4024300575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3302605152
validation[          , genome   159] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2569.75024, best error:      2564.91406 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 33.2605628967s, input_fired_time: 0.1697090119, output_fired_time: 0.1082408503, propagate_forward_time: 11.6727848053, propagate_backward_time: 14.5037784576, weight_update_time: 0.0909296498, other_time: 6.8060493469
epoch time: 3.6391258240s, input_fired_time: 0.0180834103, output_fired_time: 0.0000000000, propagate_forward_time: 2.3164081573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3046343327
validation[          , genome   159] predictions:    9261/  10000 (92.61%), best:    9264/10000 (92.64%), error:      2581.94922, best error:      2564.91406 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 33.6307029724s, input_fired_time: 0.1702138931, output_fired_time: 0.1081071422, propagate_forward_time: 11.8356714249, propagate_backward_time: 14.6379518509, weight_update_time: 0.0830917582, other_time: 6.8787565231
epoch time: 3.6272470951s, input_fired_time: 0.0184687227, output_fired_time: 0.0000000000, propagate_forward_time: 2.3046309948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3041474819
validation[          , genome   159] predictions:    9237/  10000 (92.37%), best:    9264/10000 (92.64%), error:      2596.37939, best error:      2564.91406 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 33.3625793457s, input_fired_time: 0.1742969006, output_fired_time: 0.1076692715, propagate_forward_time: 11.5918369293, propagate_backward_time: 14.7134828568, weight_update_time: 0.0829072893, other_time: 6.7752923965
epoch time: 3.6695563793s, input_fired_time: 0.0184153616, output_fired_time: 0.0000000000, propagate_forward_time: 2.3492977619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3018431664
validation[          , genome   159] predictions:    9255/  10000 (92.55%), best:    9255/10000 (92.55%), error:      2558.44922, best error:      2558.44922 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 33.3606185913s, input_fired_time: 0.1788128465, output_fired_time: 0.1081772968, propagate_forward_time: 11.5888824463, propagate_backward_time: 14.5911874771, weight_update_time: 0.0828854218, other_time: 6.8935575485
epoch time: 3.6468403339s, input_fired_time: 0.0186717100, output_fired_time: 0.0000000000, propagate_forward_time: 2.3272552490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3009133339
validation[          , genome   159] predictions:    9252/  10000 (92.52%), best:    9255/10000 (92.55%), error:      2580.61475, best error:      2558.44922 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 33.3240127563s, input_fired_time: 0.1724837273, output_fired_time: 0.1085228324, propagate_forward_time: 11.6758079529, propagate_backward_time: 14.5862302780, weight_update_time: 0.0832742676, other_time: 6.7809648514
epoch time: 3.7385718822s, input_fired_time: 0.0183613375, output_fired_time: 0.0000000000, propagate_forward_time: 2.3791446686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3410658836
validation[          , genome   159] predictions:    9253/  10000 (92.53%), best:    9255/10000 (92.55%), error:      2595.90503, best error:      2558.44922 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 33.3723945618s, input_fired_time: 0.1703147143, output_fired_time: 0.1073222458, propagate_forward_time: 11.6731719971, propagate_backward_time: 14.6571893692, weight_update_time: 0.0830020458, other_time: 6.7643957138
epoch time: 3.6519930363s, input_fired_time: 0.0184532385, output_fired_time: 0.0000000000, propagate_forward_time: 2.3335702419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2999696732
validation[          , genome   159] predictions:    9231/  10000 (92.31%), best:    9255/10000 (92.55%), error:      2607.61890, best error:      2558.44922 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 33.2776870728s, input_fired_time: 0.1711478531, output_fired_time: 0.1083032191, propagate_forward_time: 11.6367731094, propagate_backward_time: 14.5659246445, weight_update_time: 0.0833123997, other_time: 6.7955408096
epoch time: 3.6315889359s, input_fired_time: 0.0181909986, output_fired_time: 0.0000000000, propagate_forward_time: 2.3182251453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2951726913
validation[          , genome   159] predictions:    9262/  10000 (92.62%), best:    9262/10000 (92.62%), error:      2550.51440, best error:      2550.51440 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 33.3688507080s, input_fired_time: 0.1705088913, output_fired_time: 0.1082610413, propagate_forward_time: 11.6509313583, propagate_backward_time: 14.5231552124, weight_update_time: 0.0831828564, other_time: 6.9159927368
epoch time: 3.6228542328s, input_fired_time: 0.0187393297, output_fired_time: 0.0000000000, propagate_forward_time: 2.3061463833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2979686260
validation[          , genome   159] predictions:    9258/  10000 (92.58%), best:    9262/10000 (92.62%), error:      2557.97339, best error:      2550.51440 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 33.4999809265s, input_fired_time: 0.1710056514, output_fired_time: 0.1122197658, propagate_forward_time: 11.7701473236, propagate_backward_time: 14.5124416351, weight_update_time: 0.0835177675, other_time: 6.9341659546
epoch time: 3.7336270809s, input_fired_time: 0.0184514914, output_fired_time: 0.0000000000, propagate_forward_time: 2.3572697639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3579058647
validation[          , genome   159] predictions:    9266/  10000 (92.66%), best:    9262/10000 (92.62%), error:      2551.73291, best error:      2550.51440 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 33.6384544373s, input_fired_time: 0.1710953414, output_fired_time: 0.1123092994, propagate_forward_time: 11.7359495163, propagate_backward_time: 14.7147693634, weight_update_time: 0.0879555643, other_time: 6.9043292999
epoch time: 3.7008261681s, input_fired_time: 0.0183153488, output_fired_time: 0.0000000000, propagate_forward_time: 2.3618338108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3206770420
validation[          , genome   159] predictions:    9242/  10000 (92.42%), best:    9262/10000 (92.62%), error:      2583.17163, best error:      2550.51440 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 33.6336860657s, input_fired_time: 0.1699093133, output_fired_time: 0.1067908257, propagate_forward_time: 11.8749055862, propagate_backward_time: 14.6782627106, weight_update_time: 0.0823361352, other_time: 6.8038158417
epoch time: 3.6633322239s, input_fired_time: 0.0188588928, output_fired_time: 0.0000000000, propagate_forward_time: 2.3396294117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3048439026
validation[          , genome   159] predictions:    9234/  10000 (92.34%), best:    9262/10000 (92.62%), error:      2642.03516, best error:      2550.51440 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 33.3979148865s, input_fired_time: 0.1739700288, output_fired_time: 0.1117843986, propagate_forward_time: 11.6488494873, propagate_backward_time: 14.6465463638, weight_update_time: 0.0829114392, other_time: 6.8167638779
epoch time: 3.7338130474s, input_fired_time: 0.0182366166, output_fired_time: 0.0000000000, propagate_forward_time: 2.4120860100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3034904003
validation[          , genome   159] predictions:    9254/  10000 (92.54%), best:    9262/10000 (92.62%), error:      2570.26782, best error:      2550.51440 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 33.3687095642s, input_fired_time: 0.1713698953, output_fired_time: 0.1080203950, propagate_forward_time: 11.6958761215, propagate_backward_time: 14.6057052612, weight_update_time: 0.0829897076, other_time: 6.7877349854
epoch time: 3.6672005653s, input_fired_time: 0.0184892677, output_fired_time: 0.0000000000, propagate_forward_time: 2.3397276402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3089835644
validation[          , genome   159] predictions:    9249/  10000 (92.49%), best:    9262/10000 (92.62%), error:      2570.34375, best error:      2550.51440 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 33.3087501526s, input_fired_time: 0.1713854074, output_fired_time: 0.1060242057, propagate_forward_time: 11.5978231430, propagate_backward_time: 14.5866775513, weight_update_time: 0.0815952495, other_time: 6.8468360901
epoch time: 3.6238219738s, input_fired_time: 0.0187257491, output_fired_time: 0.0000000000, propagate_forward_time: 2.3057799339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2993164062
validation[          , genome   159] predictions:    9257/  10000 (92.57%), best:    9262/10000 (92.62%), error:      2559.05884, best error:      2550.51440 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 33.6277122498s, input_fired_time: 0.1710660905, output_fired_time: 0.1155420467, propagate_forward_time: 11.8552036285, propagate_backward_time: 14.6843605042, weight_update_time: 0.0831905231, other_time: 6.8015384674
epoch time: 3.6989798546s, input_fired_time: 0.0187221840, output_fired_time: 0.0000000000, propagate_forward_time: 2.3291521072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3511054516
validation[          , genome   159] predictions:    9254/  10000 (92.54%), best:    9262/10000 (92.62%), error:      2568.43481, best error:      2550.51440 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 33.2026443481s, input_fired_time: 0.1703999639, output_fired_time: 0.1063942835, propagate_forward_time: 11.6203308105, propagate_backward_time: 14.4909839630, weight_update_time: 0.0821528509, other_time: 6.8145351410
epoch time: 3.7032673359s, input_fired_time: 0.0186236035, output_fired_time: 0.0000000000, propagate_forward_time: 2.3778538704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3067898750
validation[          , genome   159] predictions:    9261/  10000 (92.61%), best:    9262/10000 (92.62%), error:      2561.41870, best error:      2550.51440 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 33.4151802063s, input_fired_time: 0.1719671190, output_fired_time: 0.1111553833, propagate_forward_time: 11.5963325500, propagate_backward_time: 14.6514663696, weight_update_time: 0.0832778215, other_time: 6.8842582703
epoch time: 3.6268348694s, input_fired_time: 0.0184890088, output_fired_time: 0.0000000000, propagate_forward_time: 2.3039619923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3043837547
validation[          , genome   159] predictions:    9252/  10000 (92.52%), best:    9262/10000 (92.62%), error:      2569.55371, best error:      2550.51440 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 33.3411254883s, input_fired_time: 0.1930332035, output_fired_time: 0.1160894781, propagate_forward_time: 11.7097749710, propagate_backward_time: 14.5478839874, weight_update_time: 0.0831556022, other_time: 6.7743473053
epoch time: 3.6374464035s, input_fired_time: 0.0185345244, output_fired_time: 0.0000000000, propagate_forward_time: 2.3170297146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3018822670
validation[          , genome   159] predictions:    9248/  10000 (92.48%), best:    9262/10000 (92.62%), error:      2553.78882, best error:      2550.51440 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 33.4256324768s, input_fired_time: 0.1714841872, output_fired_time: 0.1074238792, propagate_forward_time: 11.7333669662, propagate_backward_time: 14.5885200500, weight_update_time: 0.0825244412, other_time: 6.8248329163
epoch time: 3.6571767330s, input_fired_time: 0.0187254176, output_fired_time: 0.0000000000, propagate_forward_time: 2.3424408436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2960104942
validation[          , genome   159] predictions:    9243/  10000 (92.43%), best:    9262/10000 (92.62%), error:      2582.33032, best error:      2550.51440 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 33.5621566772s, input_fired_time: 0.1719120890, output_fired_time: 0.1083035991, propagate_forward_time: 11.7041301727, propagate_backward_time: 14.7229175568, weight_update_time: 0.0832582414, other_time: 6.8548927307
epoch time: 3.6658916473s, input_fired_time: 0.0185880549, output_fired_time: 0.0000000000, propagate_forward_time: 2.3087234497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3385801315
validation[          , genome   159] predictions:    9251/  10000 (92.51%), best:    9262/10000 (92.62%), error:      2578.56348, best error:      2550.51440 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 33.3521842957s, input_fired_time: 0.1719821244, output_fired_time: 0.1080449745, propagate_forward_time: 11.7065935135, propagate_backward_time: 14.5381507874, weight_update_time: 0.0829007775, other_time: 6.8274154663
epoch time: 3.7006642818s, input_fired_time: 0.0187988076, output_fired_time: 0.0000000000, propagate_forward_time: 2.3675088882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3143565655
validation[          , genome   159] predictions:    9251/  10000 (92.51%), best:    9262/10000 (92.62%), error:      2569.22095, best error:      2550.51440 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 33.4381980896s, input_fired_time: 0.1716936231, output_fired_time: 0.1078811511, propagate_forward_time: 11.7780532837, propagate_backward_time: 14.6037616730, weight_update_time: 0.0830041394, other_time: 6.7768115997
epoch time: 3.6859645844s, input_fired_time: 0.0188994613, output_fired_time: 0.0000000000, propagate_forward_time: 2.3383221626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3287429810
validation[          , genome   159] predictions:    9230/  10000 (92.30%), best:    9262/10000 (92.62%), error:      2637.11426, best error:      2550.51440 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 33.1792678833s, input_fired_time: 0.1723714769, output_fired_time: 0.1081385165, propagate_forward_time: 11.5908489227, propagate_backward_time: 14.5230197906, weight_update_time: 0.0831574351, other_time: 6.7848892212
epoch time: 3.6851160526s, input_fired_time: 0.0187268090, output_fired_time: 0.0000000000, propagate_forward_time: 2.3589346409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3074545860
validation[          , genome   159] predictions:    9259/  10000 (92.59%), best:    9262/10000 (92.62%), error:      2557.34473, best error:      2550.51440 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 33.3471069336s, input_fired_time: 0.1711112857, output_fired_time: 0.1071057022, propagate_forward_time: 11.6301469803, propagate_backward_time: 14.6400108337, weight_update_time: 0.0822879300, other_time: 6.7987327576
epoch time: 3.8529791832s, input_fired_time: 0.0187994353, output_fired_time: 0.0000000000, propagate_forward_time: 2.3720297813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4621498585
validation[          , genome   159] predictions:    9279/  10000 (92.79%), best:    9279/10000 (92.79%), error:      2543.59741, best error:      2543.59741 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 33.4524421692s, input_fired_time: 0.1817251444, output_fired_time: 0.1087454259, propagate_forward_time: 11.7063570023, propagate_backward_time: 14.6676111221, weight_update_time: 0.0832846090, other_time: 6.7880048752
epoch time: 3.6635105610s, input_fired_time: 0.0189298466, output_fired_time: 0.0000000000, propagate_forward_time: 2.3054690361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3391115665
validation[          , genome   159] predictions:    9267/  10000 (92.67%), best:    9279/10000 (92.79%), error:      2564.92944, best error:      2543.59741 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 33.4207839966s, input_fired_time: 0.1727305055, output_fired_time: 0.1085115671, propagate_forward_time: 11.6741075516, propagate_backward_time: 14.6788711548, weight_update_time: 0.0871943459, other_time: 6.7865638733
epoch time: 3.7317492962s, input_fired_time: 0.0189093389, output_fired_time: 0.0000000000, propagate_forward_time: 2.4130892754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2997505665
validation[          , genome   159] predictions:    9257/  10000 (92.57%), best:    9279/10000 (92.79%), error:      2564.98145, best error:      2543.59741 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 33.5267028809s, input_fired_time: 0.1727139950, output_fired_time: 0.1121187061, propagate_forward_time: 11.7176933289, propagate_backward_time: 14.7329978943, weight_update_time: 0.0830634013, other_time: 6.7911796570
epoch time: 3.6361393929s, input_fired_time: 0.0190436281, output_fired_time: 0.0000000000, propagate_forward_time: 2.3178122044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2992835045
validation[          , genome   159] predictions:    9254/  10000 (92.54%), best:    9279/10000 (92.79%), error:      2558.19458, best error:      2543.59741 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 33.4238433838s, input_fired_time: 0.1717912555, output_fired_time: 0.1071009189, propagate_forward_time: 11.5830860138, propagate_backward_time: 14.7765159607, weight_update_time: 0.0823865980, other_time: 6.7853488922
epoch time: 3.7098622322s, input_fired_time: 0.0188499186, output_fired_time: 0.0000000000, propagate_forward_time: 2.3406951427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3503172398
validation[          , genome   159] predictions:    9266/  10000 (92.66%), best:    9279/10000 (92.79%), error:      2553.82739, best error:      2543.59741 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 33.3565673828s, input_fired_time: 0.1728852242, output_fired_time: 0.1101747900, propagate_forward_time: 11.8081016541, propagate_backward_time: 14.5205755234, weight_update_time: 0.0830501392, other_time: 6.7448282242
epoch time: 3.6654298306s, input_fired_time: 0.0185877439, output_fired_time: 0.0000000000, propagate_forward_time: 2.3419442177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3048977852
validation[          , genome   159] predictions:    9250/  10000 (92.50%), best:    9279/10000 (92.79%), error:      2588.19897, best error:      2543.59741 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 33.5020904541s, input_fired_time: 0.1725361943, output_fired_time: 0.1122120023, propagate_forward_time: 11.6920709610, propagate_backward_time: 14.7716693878, weight_update_time: 0.0830989555, other_time: 6.7536029816
epoch time: 3.7304019928s, input_fired_time: 0.0187184364, output_fired_time: 0.0000000000, propagate_forward_time: 2.3362205029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3754630089
validation[          , genome   159] predictions:    9255/  10000 (92.55%), best:    9279/10000 (92.79%), error:      2550.90186, best error:      2543.59741 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 33.2745437622s, input_fired_time: 0.1726792306, output_fired_time: 0.1126491055, propagate_forward_time: 11.6766443253, propagate_backward_time: 14.5240058899, weight_update_time: 0.0830220133, other_time: 6.7885665894
epoch time: 3.6267495155s, input_fired_time: 0.0187203791, output_fired_time: 0.0000000000, propagate_forward_time: 2.3109624386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2970666885
validation[          , genome   159] predictions:    9262/  10000 (92.62%), best:    9279/10000 (92.79%), error:      2558.99170, best error:      2543.59741 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 33.5091743469s, input_fired_time: 0.1728834212, output_fired_time: 0.1088645607, propagate_forward_time: 11.7894401550, propagate_backward_time: 14.6711292267, weight_update_time: 0.0833194777, other_time: 6.7668590546
epoch time: 3.7426080704s, input_fired_time: 0.0229791738, output_fired_time: 0.0000000000, propagate_forward_time: 2.3868277073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3328011036
validation[          , genome   159] predictions:    9259/  10000 (92.59%), best:    9279/10000 (92.79%), error:      2548.21362, best error:      2543.59741 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 33.4856872559s, input_fired_time: 0.1733057648, output_fired_time: 0.1080092117, propagate_forward_time: 11.7304382324, propagate_backward_time: 14.6422376633, weight_update_time: 0.0830980390, other_time: 6.8316965103
epoch time: 3.6164517403s, input_fired_time: 0.0188770704, output_fired_time: 0.0000000000, propagate_forward_time: 2.3046519756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2929227352
validation[          , genome   159] predictions:    9255/  10000 (92.55%), best:    9279/10000 (92.79%), error:      2553.55933, best error:      2543.59741 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 33.3380470276s, input_fired_time: 0.1731499732, output_fired_time: 0.1087168232, propagate_forward_time: 11.7755231857, propagate_backward_time: 14.5123291016, weight_update_time: 0.0830545425, other_time: 6.7683296204
epoch time: 3.6254053116s, input_fired_time: 0.0182556733, output_fired_time: 0.0000000000, propagate_forward_time: 2.2719354630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3352141380
validation[          , genome   159] predictions:    9262/  10000 (92.62%), best:    9279/10000 (92.79%), error:      2587.28955, best error:      2543.59741 on epoch:    90, 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: 18.4219989777s, input_fired_time: 0.0951033235, output_fired_time: 0.0000000000, propagate_forward_time: 11.7331514359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5937433243
best training[          , genome   159] predictions:   47053/  50000 (94.11%), best:    9279/10000 (92.79%), error:     10733.67090, best error:      2543.59741 on epoch:    90, 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: 3.6579451561s, input_fired_time: 0.0184673555, output_fired_time: 0.0000000000, propagate_forward_time: 2.3241953850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3152823448
   testing[          , genome   159] predictions:    9347/  10000 (93.47%), best:    9279/10000 (92.79%), error:      2288.59790, best error:      2543.59741 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:47:13 (6750): called boinc_finish(0)

</stderr_txt>
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