Nameexact_genome_1512568488_42_6628_0
Workunit2604345
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline14 Dec 2017, 6:45:32 UTC
Received8 Dec 2017, 1:15:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time1 hours 52 min 58 sec
CPU time1 hours 52 min 33 sec
Validate stateValid
Credit1,601.51
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 61.4507675171s, input_fired_time: 0.7868918180, output_fired_time: 0.5269379616, propagate_forward_time: 25.1144924164, propagate_backward_time: 33.3689193726, weight_update_time: 0.0769571140, other_time: 1.6535263062
epoch time: 5.3764386177s, input_fired_time: 0.0835935697, output_fired_time: 0.0000000000, propagate_forward_time: 4.9989790916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938661575
validation[          , genome  6628] predictions:    9656/  10000 (96.56%), best:    9651/10000 (96.51%), error:      1131.13049, best error:      1104.42542 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 61.1071243286s, input_fired_time: 0.7823796868, output_fired_time: 0.5230795741, propagate_forward_time: 25.0222625732, propagate_backward_time: 33.1389579773, weight_update_time: 0.0766290128, other_time: 1.6404457092
epoch time: 5.3965516090s, input_fired_time: 0.0854947492, output_fired_time: 0.0000000000, propagate_forward_time: 5.0156011581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954559326
validation[          , genome  6628] predictions:    9662/  10000 (96.62%), best:    9651/10000 (96.51%), error:      1160.82397, best error:      1104.42542 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 61.0198593140s, input_fired_time: 0.7788334489, output_fired_time: 0.5243276358, propagate_forward_time: 24.9719810486, propagate_backward_time: 33.1103858948, weight_update_time: 0.0761436820, other_time: 1.6343307495
epoch time: 5.3887939453s, input_fired_time: 0.0840337798, output_fired_time: 0.0000000000, propagate_forward_time: 5.0107235909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940363884
validation[          , genome  6628] predictions:    9652/  10000 (96.52%), best:    9652/10000 (96.52%), error:      1096.47729, best error:      1096.47729 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 61.1076698303s, input_fired_time: 0.7865466475, output_fired_time: 0.5248498321, propagate_forward_time: 25.0132083893, propagate_backward_time: 33.1296958923, weight_update_time: 0.0765051022, other_time: 1.6533699036
epoch time: 5.3798885345s, input_fired_time: 0.0848113820, output_fired_time: 0.0000000000, propagate_forward_time: 5.0030097961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920675278
validation[          , genome  6628] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1092.44434, best error:      1092.44434 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 61.0704040527s, input_fired_time: 0.7870756388, output_fired_time: 0.5238380432, propagate_forward_time: 25.0283641815, propagate_backward_time: 33.0900840759, weight_update_time: 0.0763737410, other_time: 1.6410408020
epoch time: 5.3734211922s, input_fired_time: 0.0841983631, output_fired_time: 0.0000000000, propagate_forward_time: 4.9986634254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905592918
validation[          , genome  6628] predictions:    9582/  10000 (95.82%), best:    9661/10000 (96.61%), error:      1346.88245, best error:      1092.44434 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 61.1115150452s, input_fired_time: 0.7998984456, output_fired_time: 0.5259157419, propagate_forward_time: 24.9942493439, propagate_backward_time: 33.1178665161, weight_update_time: 0.0777738020, other_time: 1.6735839844
epoch time: 5.3622226715s, input_fired_time: 0.0896097943, output_fired_time: 0.0000000000, propagate_forward_time: 4.9734516144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991614342
validation[          , genome  6628] predictions:    9628/  10000 (96.28%), best:    9661/10000 (96.61%), error:      1151.69287, best error:      1092.44434 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 61.2592926025s, input_fired_time: 0.8204250336, output_fired_time: 0.5281602740, propagate_forward_time: 25.0193996429, propagate_backward_time: 33.1833534241, weight_update_time: 0.0804206505, other_time: 1.7079505920
epoch time: 5.3702263832s, input_fired_time: 0.0892847404, output_fired_time: 0.0000000000, propagate_forward_time: 4.9826450348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982964516
validation[          , genome  6628] predictions:    9674/  10000 (96.74%), best:    9661/10000 (96.61%), error:      1099.63208, best error:      1092.44434 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 61.8779373169s, input_fired_time: 0.8060440421, output_fired_time: 0.5282789469, propagate_forward_time: 25.2747631073, propagate_backward_time: 33.5776481628, weight_update_time: 0.0781299025, other_time: 1.6912040710
epoch time: 5.8751583099s, input_fired_time: 0.0936008021, output_fired_time: 0.0000000000, propagate_forward_time: 5.4555711746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259863853
validation[          , genome  6628] predictions:    9622/  10000 (96.22%), best:    9661/10000 (96.61%), error:      1264.38550, best error:      1092.44434 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.4669380188s, input_fired_time: 0.8247436881, output_fired_time: 0.5341047645, propagate_forward_time: 25.0467262268, propagate_backward_time: 33.3169898987, weight_update_time: 0.0809212625, other_time: 1.7443733215
epoch time: 5.3470015526s, input_fired_time: 0.0847831517, output_fired_time: 0.0000000000, propagate_forward_time: 4.9707894325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914290428
validation[          , genome  6628] predictions:    9658/  10000 (96.58%), best:    9661/10000 (96.61%), error:      1148.12598, best error:      1092.44434 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 61.1728897095s, input_fired_time: 0.8129298687, output_fired_time: 0.5246217847, propagate_forward_time: 24.9746551514, propagate_backward_time: 33.1619262695, weight_update_time: 0.0790457278, other_time: 1.6987571716
epoch time: 5.3539891243s, input_fired_time: 0.0885420144, output_fired_time: 0.0000000000, propagate_forward_time: 4.9677534103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976937294
validation[          , genome  6628] predictions:    9680/  10000 (96.80%), best:    9661/10000 (96.61%), error:      1123.63782, best error:      1092.44434 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.3163070679s, input_fired_time: 0.8139699101, output_fired_time: 0.5264378786, propagate_forward_time: 25.0773563385, propagate_backward_time: 33.1905937195, weight_update_time: 0.0794795826, other_time: 1.7079505920
epoch time: 5.4942274094s, input_fired_time: 0.0908448473, output_fired_time: 0.0000000000, propagate_forward_time: 5.0959258080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074569702
validation[          , genome  6628] predictions:    9655/  10000 (96.55%), best:    9661/10000 (96.61%), error:      1101.99414, best error:      1092.44434 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 61.1709594727s, input_fired_time: 0.7922465205, output_fired_time: 0.5234789848, propagate_forward_time: 25.0352191925, propagate_backward_time: 33.1673049927, weight_update_time: 0.0770353004, other_time: 1.6527099609
epoch time: 5.3642086983s, input_fired_time: 0.0887785181, output_fired_time: 0.0000000000, propagate_forward_time: 4.9766478539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987823486
validation[          , genome  6628] predictions:    9641/  10000 (96.41%), best:    9661/10000 (96.61%), error:      1167.44238, best error:      1092.44434 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 61.1695213318s, input_fired_time: 0.7984232903, output_fired_time: 0.5254068375, propagate_forward_time: 25.0173244476, propagate_backward_time: 33.1706085205, weight_update_time: 0.0772405043, other_time: 1.6577606201
epoch time: 5.4226183891s, input_fired_time: 0.0902843028, output_fired_time: 0.0000000000, propagate_forward_time: 5.0342025757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981314659
validation[          , genome  6628] predictions:    9638/  10000 (96.38%), best:    9661/10000 (96.61%), error:      1180.49927, best error:      1092.44434 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 61.5013008118s, input_fired_time: 0.8075666428, output_fired_time: 0.5237723589, propagate_forward_time: 25.1153373718, propagate_backward_time: 33.3565177917, weight_update_time: 0.0865914896, other_time: 1.6981048584
epoch time: 5.3757553101s, input_fired_time: 0.0851003379, output_fired_time: 0.0000000000, propagate_forward_time: 5.0006127357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900424004
validation[          , genome  6628] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1007.45520, best error:      1007.45520 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 61.3870849609s, input_fired_time: 0.8228543997, output_fired_time: 0.5355193019, propagate_forward_time: 25.0879783630, propagate_backward_time: 33.2223587036, weight_update_time: 0.0804293379, other_time: 1.7183761597
epoch time: 5.4035773277s, input_fired_time: 0.0909679830, output_fired_time: 0.0000000000, propagate_forward_time: 5.0038800240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087291718
validation[          , genome  6628] predictions:    9670/  10000 (96.70%), best:    9696/10000 (96.96%), error:      1093.49719, best error:      1007.45520 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 61.3560943604s, input_fired_time: 0.8317752481, output_fired_time: 0.5317450166, propagate_forward_time: 25.0518684387, propagate_backward_time: 33.1999282837, weight_update_time: 0.0817385614, other_time: 1.7407760620
epoch time: 5.3699793816s, input_fired_time: 0.0911854431, output_fired_time: 0.0000000000, propagate_forward_time: 4.9763350487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3024587631
validation[          , genome  6628] predictions:    9659/  10000 (96.59%), best:    9696/10000 (96.96%), error:      1094.19116, best error:      1007.45520 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 60.9364318848s, input_fired_time: 0.7900638580, output_fired_time: 0.5226626992, propagate_forward_time: 24.9653167725, propagate_backward_time: 33.0073547363, weight_update_time: 0.0770488679, other_time: 1.6510353088
epoch time: 5.4429359436s, input_fired_time: 0.0863878503, output_fired_time: 0.0000000000, propagate_forward_time: 5.0521564484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043918610
validation[          , genome  6628] predictions:    9675/  10000 (96.75%), best:    9696/10000 (96.96%), error:      1049.16443, best error:      1007.45520 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.0838546753s, input_fired_time: 0.8059880137, output_fired_time: 0.5245935917, propagate_forward_time: 24.9812278748, propagate_backward_time: 33.0790519714, weight_update_time: 0.0786733776, other_time: 1.6929931641
epoch time: 5.3411540985s, input_fired_time: 0.0841119885, output_fired_time: 0.0000000000, propagate_forward_time: 4.9675679207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894740105
validation[          , genome  6628] predictions:    9656/  10000 (96.56%), best:    9696/10000 (96.96%), error:      1093.16687, best error:      1007.45520 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.1346626282s, input_fired_time: 0.7900253534, output_fired_time: 0.5232858658, propagate_forward_time: 25.0266265869, propagate_backward_time: 33.1387977600, weight_update_time: 0.0763288885, other_time: 1.6559295654
epoch time: 5.3537464142s, input_fired_time: 0.0851111859, output_fired_time: 0.0000000000, propagate_forward_time: 4.9792075157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894277573
validation[          , genome  6628] predictions:    9631/  10000 (96.31%), best:    9696/10000 (96.96%), error:      1131.84607, best error:      1007.45520 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 61.1036949158s, input_fired_time: 0.8094041348, output_fired_time: 0.5240532756, propagate_forward_time: 24.9702682495, propagate_backward_time: 33.1182136536, weight_update_time: 0.0775830448, other_time: 1.6817588806
epoch time: 5.4613161087s, input_fired_time: 0.0912742540, output_fired_time: 0.0000000000, propagate_forward_time: 5.0689945221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010473251
validation[          , genome  6628] predictions:    9669/  10000 (96.69%), best:    9696/10000 (96.96%), error:      1064.80322, best error:      1007.45520 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.2476310730s, input_fired_time: 0.8359230161, output_fired_time: 0.5291266441, propagate_forward_time: 25.0673599243, propagate_backward_time: 33.0714874268, weight_update_time: 0.0817868710, other_time: 1.7437362671
epoch time: 5.4507765770s, input_fired_time: 0.0947000682, output_fired_time: 0.0000000000, propagate_forward_time: 5.0437107086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123660088
validation[          , genome  6628] predictions:    9639/  10000 (96.39%), best:    9696/10000 (96.96%), error:      1147.55664, best error:      1007.45520 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.5631217957s, input_fired_time: 0.8362655044, output_fired_time: 0.5288744569, propagate_forward_time: 25.1843185425, propagate_backward_time: 33.2630424500, weight_update_time: 0.0811202005, other_time: 1.7506217957
epoch time: 5.5224452019s, input_fired_time: 0.0850352272, output_fired_time: 0.0000000000, propagate_forward_time: 5.1499280930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874817848
validation[          , genome  6628] predictions:    9708/  10000 (97.08%), best:    9696/10000 (96.96%), error:      1021.45184, best error:      1007.45520 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.4468116760s, input_fired_time: 0.8371580839, output_fired_time: 0.5326671600, propagate_forward_time: 25.1118488312, propagate_backward_time: 33.2320098877, weight_update_time: 0.0810740590, other_time: 1.7331314087
epoch time: 5.5204491615s, input_fired_time: 0.0897142142, output_fired_time: 0.0000000000, propagate_forward_time: 5.1345682144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961668968
validation[          , genome  6628] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:       986.48126, best error:       986.48126 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 61.1520309448s, input_fired_time: 0.7984379530, output_fired_time: 0.5234522223, propagate_forward_time: 25.0493545532, propagate_backward_time: 33.1320610046, weight_update_time: 0.0767737031, other_time: 1.6487236023
epoch time: 5.4018855095s, input_fired_time: 0.0858181864, output_fired_time: 0.0000000000, propagate_forward_time: 5.0248651505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912020683
validation[          , genome  6628] predictions:    9661/  10000 (96.61%), best:    9686/10000 (96.86%), error:      1081.53369, best error:       986.48126 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.2380599976s, input_fired_time: 0.8169984818, output_fired_time: 0.5253297687, propagate_forward_time: 25.0029621124, propagate_backward_time: 33.1763992310, weight_update_time: 0.0794897974, other_time: 1.7163696289
epoch time: 5.3726439476s, input_fired_time: 0.0922621638, output_fired_time: 0.0000000000, propagate_forward_time: 4.9784898758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018918037
validation[          , genome  6628] predictions:    9661/  10000 (96.61%), best:    9686/10000 (96.86%), error:      1009.35315, best error:       986.48126 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.0293235779s, input_fired_time: 0.8156424165, output_fired_time: 0.5241204500, propagate_forward_time: 24.9368362427, propagate_backward_time: 33.0668754578, weight_update_time: 0.0865598395, other_time: 1.6858482361
epoch time: 5.4348440170s, input_fired_time: 0.0867169648, output_fired_time: 0.0000000000, propagate_forward_time: 5.0561809540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919459343
validation[          , genome  6628] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       971.48932, best error:       971.48932 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.4042587280s, input_fired_time: 0.8242300153, output_fired_time: 0.5255910754, propagate_forward_time: 25.0833320618, propagate_backward_time: 33.2685050964, weight_update_time: 0.0798593760, other_time: 1.7025985718
epoch time: 5.3802976608s, input_fired_time: 0.0867139548, output_fired_time: 0.0000000000, propagate_forward_time: 5.0020327568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915511131
validation[          , genome  6628] predictions:    9697/  10000 (96.97%), best:    9698/10000 (96.98%), error:      1024.68396, best error:       971.48932 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.4217567444s, input_fired_time: 0.8066621423, output_fired_time: 0.5254908800, propagate_forward_time: 25.1176719666, propagate_backward_time: 33.2953147888, weight_update_time: 0.0777714178, other_time: 1.6766166687
epoch time: 5.4857773781s, input_fired_time: 0.0927343443, output_fired_time: 0.0000000000, propagate_forward_time: 5.0884075165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046355247
validation[          , genome  6628] predictions:    9646/  10000 (96.46%), best:    9698/10000 (96.98%), error:      1144.18518, best error:       971.48932 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.2314605713s, input_fired_time: 0.8070437908, output_fired_time: 0.5254551768, propagate_forward_time: 25.0556507111, propagate_backward_time: 33.1846847534, weight_update_time: 0.0772418678, other_time: 1.6586227417
epoch time: 5.3931612968s, input_fired_time: 0.0882140547, output_fired_time: 0.0000000000, propagate_forward_time: 5.0116667747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932806015
validation[          , genome  6628] predictions:    9649/  10000 (96.49%), best:    9698/10000 (96.98%), error:      1179.80176, best error:       971.48932 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.2030792236s, input_fired_time: 0.8406858444, output_fired_time: 0.5257213712, propagate_forward_time: 25.0155487061, propagate_backward_time: 33.1293182373, weight_update_time: 0.0799045563, other_time: 1.6918029785
epoch time: 5.4071159363s, input_fired_time: 0.0876528397, output_fired_time: 0.0000000000, propagate_forward_time: 5.0242328644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952303886
validation[          , genome  6628] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       948.18951, best error:       948.18951 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.4436492920s, input_fired_time: 0.8010080457, output_fired_time: 0.5304362774, propagate_forward_time: 25.1840496063, propagate_backward_time: 33.2503395081, weight_update_time: 0.0771312937, other_time: 1.6778144836
epoch time: 5.3429975510s, input_fired_time: 0.0857184604, output_fired_time: 0.0000000000, propagate_forward_time: 4.9702038765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870750427
validation[          , genome  6628] predictions:    9393/  10000 (93.93%), best:    9698/10000 (96.98%), error:      1958.96082, best error:       948.18951 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.1256675720s, input_fired_time: 0.8039180636, output_fired_time: 0.5237662196, propagate_forward_time: 25.0142326355, propagate_backward_time: 33.1280899048, weight_update_time: 0.0774929598, other_time: 1.6556625366
epoch time: 5.3808736801s, input_fired_time: 0.0926916078, output_fired_time: 0.0000000000, propagate_forward_time: 4.9893264771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988557816
validation[          , genome  6628] predictions:    9679/  10000 (96.79%), best:    9698/10000 (96.98%), error:      1082.71411, best error:       948.18951 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.0407600403s, input_fired_time: 0.8332832456, output_fired_time: 0.5267629623, propagate_forward_time: 24.9377670288, propagate_backward_time: 33.0258483887, weight_update_time: 0.0812094361, other_time: 1.7170982361
epoch time: 5.3767018318s, input_fired_time: 0.0935227126, output_fired_time: 0.0000000000, propagate_forward_time: 4.9820256233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011536598
validation[          , genome  6628] predictions:    9679/  10000 (96.79%), best:    9698/10000 (96.98%), error:      1029.39941, best error:       948.18951 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.5881385803s, input_fired_time: 0.8350380659, output_fired_time: 0.5265506506, propagate_forward_time: 25.0993843079, propagate_backward_time: 33.4255447388, weight_update_time: 0.0893339962, other_time: 1.7016220093
epoch time: 5.4031710625s, input_fired_time: 0.0883975103, output_fired_time: 0.0000000000, propagate_forward_time: 5.0228261948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919473648
validation[          , genome  6628] predictions:    9644/  10000 (96.44%), best:    9698/10000 (96.98%), error:      1109.52185, best error:       948.18951 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.4334526062s, input_fired_time: 0.8203465343, output_fired_time: 0.5250735879, propagate_forward_time: 25.1061954498, propagate_backward_time: 33.2859649658, weight_update_time: 0.0787083805, other_time: 1.6958694458
epoch time: 5.3846960068s, input_fired_time: 0.0937619358, output_fired_time: 0.0000000000, propagate_forward_time: 4.9800786972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108553886
validation[          , genome  6628] predictions:    9697/  10000 (96.97%), best:    9698/10000 (96.98%), error:       998.43201, best error:       948.18951 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.0278282166s, input_fired_time: 0.8088732362, output_fired_time: 0.5241740346, propagate_forward_time: 24.9803066254, propagate_backward_time: 33.0542106628, weight_update_time: 0.0776831806, other_time: 1.6602668762
epoch time: 5.3892388344s, input_fired_time: 0.0876292363, output_fired_time: 0.0000000000, propagate_forward_time: 5.0105652809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910442352
validation[          , genome  6628] predictions:    9654/  10000 (96.54%), best:    9698/10000 (96.98%), error:      1057.73572, best error:       948.18951 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.0270881653s, input_fired_time: 0.8408660293, output_fired_time: 0.5242436528, propagate_forward_time: 24.9290637970, propagate_backward_time: 33.0600204468, weight_update_time: 0.0785295591, other_time: 1.6728973389
epoch time: 5.3590683937s, input_fired_time: 0.0928870365, output_fired_time: 0.0000000000, propagate_forward_time: 4.9688587189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973227501
validation[          , genome  6628] predictions:    9661/  10000 (96.61%), best:    9698/10000 (96.98%), error:      1079.09509, best error:       948.18951 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.8307418823s, input_fired_time: 0.8257991672, output_fired_time: 0.5305844545, propagate_forward_time: 25.2258949280, propagate_backward_time: 33.5418930054, weight_update_time: 0.0794219375, other_time: 1.7065696716
epoch time: 5.3688473701s, input_fired_time: 0.0866283029, output_fired_time: 0.0000000000, propagate_forward_time: 4.9932122231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890067101
validation[          , genome  6628] predictions:    9695/  10000 (96.95%), best:    9698/10000 (96.98%), error:       960.72925, best error:       948.18951 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.3622322083s, input_fired_time: 0.8213231564, output_fired_time: 0.5281661153, propagate_forward_time: 25.1100292206, propagate_backward_time: 33.2030715942, weight_update_time: 0.0791894719, other_time: 1.6996383667
epoch time: 5.3829851151s, input_fired_time: 0.0927194953, output_fired_time: 0.0000000000, propagate_forward_time: 4.9905090332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997565269
validation[          , genome  6628] predictions:    9667/  10000 (96.67%), best:    9698/10000 (96.98%), error:      1039.05005, best error:       948.18951 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.0842475891s, input_fired_time: 0.8380576372, output_fired_time: 0.5271259546, propagate_forward_time: 24.9704208374, propagate_backward_time: 33.0280494690, weight_update_time: 0.0813140869, other_time: 1.7205924988
epoch time: 5.4175143242s, input_fired_time: 0.0941495001, output_fired_time: 0.0000000000, propagate_forward_time: 5.0154142380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079504967
validation[          , genome  6628] predictions:    9675/  10000 (96.75%), best:    9698/10000 (96.98%), error:      1052.74353, best error:       948.18951 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 61.7026100159s, input_fired_time: 0.8573250175, output_fired_time: 0.5423235893, propagate_forward_time: 25.1579189301, propagate_backward_time: 33.4020614624, weight_update_time: 0.0815045387, other_time: 1.7429809570
epoch time: 5.4702696800s, input_fired_time: 0.0956862569, output_fired_time: 0.0000000000, propagate_forward_time: 5.0666451454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079380989
validation[          , genome  6628] predictions:    9693/  10000 (96.93%), best:    9698/10000 (96.98%), error:       978.52051, best error:       948.18951 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.0035705566s, input_fired_time: 0.8299809694, output_fired_time: 0.5255836248, propagate_forward_time: 24.9439105988, propagate_backward_time: 32.9877548218, weight_update_time: 0.0825862363, other_time: 1.7163391113
epoch time: 5.3615050316s, input_fired_time: 0.0927142352, output_fired_time: 0.0000000000, propagate_forward_time: 4.9705376625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982530594
validation[          , genome  6628] predictions:    9667/  10000 (96.67%), best:    9698/10000 (96.98%), error:      1061.26709, best error:       948.18951 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 61.4965515137s, input_fired_time: 0.8416814804, output_fired_time: 0.5275249481, propagate_forward_time: 25.1683254242, propagate_backward_time: 33.2213401794, weight_update_time: 0.0814940706, other_time: 1.7376747131
epoch time: 5.4230608940s, input_fired_time: 0.0961682945, output_fired_time: 0.0000000000, propagate_forward_time: 5.0236406326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032517433
validation[          , genome  6628] predictions:    9666/  10000 (96.66%), best:    9698/10000 (96.98%), error:      1110.60254, best error:       948.18951 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 61.1983566284s, input_fired_time: 0.8362555504, output_fired_time: 0.5305551887, propagate_forward_time: 25.0001029968, propagate_backward_time: 33.1053390503, weight_update_time: 0.0812978223, other_time: 1.7261047363
epoch time: 5.4034724236s, input_fired_time: 0.0939864218, output_fired_time: 0.0000000000, propagate_forward_time: 5.0076928139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017930984
validation[          , genome  6628] predictions:    9699/  10000 (96.99%), best:    9698/10000 (96.98%), error:       958.62054, best error:       948.18951 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.2408905029s, input_fired_time: 0.8293311596, output_fired_time: 0.5288439393, propagate_forward_time: 25.0632495880, propagate_backward_time: 33.1148757935, weight_update_time: 0.0797937959, other_time: 1.7045898438
epoch time: 5.3705530167s, input_fired_time: 0.0880168602, output_fired_time: 0.0000000000, propagate_forward_time: 4.9895539284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929821014
validation[          , genome  6628] predictions:    9694/  10000 (96.94%), best:    9698/10000 (96.98%), error:       965.01447, best error:       948.18951 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 61.4248123169s, input_fired_time: 0.8300914764, output_fired_time: 0.5264263153, propagate_forward_time: 25.0813579559, propagate_backward_time: 33.2843246460, weight_update_time: 0.0797518194, other_time: 1.7026062012
epoch time: 5.3693685532s, input_fired_time: 0.0940968841, output_fired_time: 0.0000000000, propagate_forward_time: 4.9769353867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983365059
validation[          , genome  6628] predictions:    9632/  10000 (96.32%), best:    9698/10000 (96.98%), error:      1176.78381, best error:       948.18951 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 61.0091819763s, input_fired_time: 0.8466223478, output_fired_time: 0.5267286301, propagate_forward_time: 24.9172077179, propagate_backward_time: 33.0029487610, weight_update_time: 0.0811736807, other_time: 1.7156715393
epoch time: 5.3751945496s, input_fired_time: 0.0947458073, output_fired_time: 0.0000000000, propagate_forward_time: 4.9809117317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995371819
validation[          , genome  6628] predictions:    9689/  10000 (96.89%), best:    9698/10000 (96.98%), error:      1006.72034, best error:       948.18951 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 61.0045166016s, input_fired_time: 0.8425643444, output_fired_time: 0.5264673829, propagate_forward_time: 24.9376735687, propagate_backward_time: 32.9871444702, weight_update_time: 0.0809880644, other_time: 1.7106704712
epoch time: 5.5191707611s, input_fired_time: 0.0943100676, output_fired_time: 0.0000000000, propagate_forward_time: 5.1261515617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987089157
validation[          , genome  6628] predictions:    9653/  10000 (96.53%), best:    9698/10000 (96.98%), error:      1061.97424, best error:       948.18951 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.2858657837s, input_fired_time: 0.8215465546, output_fired_time: 0.5295758843, propagate_forward_time: 25.0511894226, propagate_backward_time: 33.2086677551, weight_update_time: 0.0781675205, other_time: 1.6748847961
epoch time: 5.4739804268s, input_fired_time: 0.0904021934, output_fired_time: 0.0000000000, propagate_forward_time: 5.0908308029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927474976
validation[          , genome  6628] predictions:    9650/  10000 (96.50%), best:    9698/10000 (96.98%), error:      1106.09326, best error:       948.18951 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.0830383301s, input_fired_time: 0.8435404897, output_fired_time: 0.5260519981, propagate_forward_time: 24.9384746552, propagate_backward_time: 33.0579643250, weight_update_time: 0.0811807215, other_time: 1.7170066833
epoch time: 5.4623799324s, input_fired_time: 0.0968357250, output_fired_time: 0.0000000000, propagate_forward_time: 5.0462164879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193278313
validation[          , genome  6628] predictions:    9642/  10000 (96.42%), best:    9698/10000 (96.98%), error:      1207.17847, best error:       948.18951 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.3347358704s, input_fired_time: 0.8200403452, output_fired_time: 0.5253153443, propagate_forward_time: 25.0735607147, propagate_backward_time: 33.2177886963, weight_update_time: 0.0780294612, other_time: 1.6980285645
epoch time: 5.6119704247s, input_fired_time: 0.0943520889, output_fired_time: 0.0000000000, propagate_forward_time: 5.2044148445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132033348
validation[          , genome  6628] predictions:    9696/  10000 (96.96%), best:    9698/10000 (96.98%), error:       991.48273, best error:       948.18951 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.0455780029s, input_fired_time: 0.8235232830, output_fired_time: 0.5248711705, propagate_forward_time: 24.9289207458, propagate_backward_time: 33.0869750977, weight_update_time: 0.0791396052, other_time: 1.6812858582
epoch time: 5.3718180656s, input_fired_time: 0.0885057673, output_fired_time: 0.0000000000, propagate_forward_time: 4.9931278229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901844978
validation[          , genome  6628] predictions:    9689/  10000 (96.89%), best:    9698/10000 (96.98%), error:       992.93195, best error:       948.18951 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 61.3592414856s, input_fired_time: 0.8151276112, output_fired_time: 0.5260647535, propagate_forward_time: 25.1005077362, propagate_backward_time: 33.2646675110, weight_update_time: 0.0772029608, other_time: 1.6528739929
epoch time: 5.3831329346s, input_fired_time: 0.0961314738, output_fired_time: 0.0000000000, propagate_forward_time: 4.9843673706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3026342392
validation[          , genome  6628] predictions:    9680/  10000 (96.80%), best:    9698/10000 (96.98%), error:      1035.40320, best error:       948.18951 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.3309593201s, input_fired_time: 0.8351737857, output_fired_time: 0.5264091492, propagate_forward_time: 25.0301666260, propagate_backward_time: 33.2014160156, weight_update_time: 0.0801894590, other_time: 1.7377929688
epoch time: 5.3708529472s, input_fired_time: 0.0884525031, output_fired_time: 0.0000000000, propagate_forward_time: 4.9917197227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906808853
validation[          , genome  6628] predictions:    9669/  10000 (96.69%), best:    9698/10000 (96.98%), error:      1114.16748, best error:       948.18951 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.1614723206s, input_fired_time: 0.8624033332, output_fired_time: 0.5237910151, propagate_forward_time: 24.9663486481, propagate_backward_time: 33.1069030762, weight_update_time: 0.0803543404, other_time: 1.7020263672
epoch time: 5.3859739304s, input_fired_time: 0.0933520645, output_fired_time: 0.0000000000, propagate_forward_time: 4.9943208694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983012199
validation[          , genome  6628] predictions:    9677/  10000 (96.77%), best:    9698/10000 (96.98%), error:      1010.77472, best error:       948.18951 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 62.2248916626s, input_fired_time: 0.8238446712, output_fired_time: 0.5300657749, propagate_forward_time: 25.3837566376, propagate_backward_time: 33.8017158508, weight_update_time: 0.0783074275, other_time: 1.6855049133
epoch time: 5.4853534698s, input_fired_time: 0.0898376554, output_fired_time: 0.0000000000, propagate_forward_time: 5.0980858803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974300385
validation[          , genome  6628] predictions:    9671/  10000 (96.71%), best:    9698/10000 (96.98%), error:      1059.76331, best error:       948.18951 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 61.6592216492s, input_fired_time: 0.8349752426, output_fired_time: 0.5262570381, propagate_forward_time: 25.2190399170, propagate_backward_time: 33.3186035156, weight_update_time: 0.0792053193, other_time: 1.7603454590
epoch time: 5.3717412949s, input_fired_time: 0.0942735076, output_fired_time: 0.0000000000, propagate_forward_time: 4.9755721092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018956184
validation[          , genome  6628] predictions:    9679/  10000 (96.79%), best:    9698/10000 (96.98%), error:      1017.62030, best error:       948.18951 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 60.9604377747s, input_fired_time: 0.8432046175, output_fired_time: 0.5242128372, propagate_forward_time: 24.9355564117, propagate_backward_time: 32.9387321472, weight_update_time: 0.0813445374, other_time: 1.7187309265
epoch time: 5.3731160164s, input_fired_time: 0.0947243050, output_fired_time: 0.0000000000, propagate_forward_time: 4.9813780785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970137596
validation[          , genome  6628] predictions:    9680/  10000 (96.80%), best:    9698/10000 (96.98%), error:      1027.00684, best error:       948.18951 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.1254577637s, input_fired_time: 0.8176127076, output_fired_time: 0.5251088142, propagate_forward_time: 25.0058155060, propagate_backward_time: 33.1235466003, weight_update_time: 0.0771982297, other_time: 1.6533775330
epoch time: 5.3625059128s, input_fired_time: 0.0892834291, output_fired_time: 0.0000000000, propagate_forward_time: 4.9841408730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890815735
validation[          , genome  6628] predictions:    9669/  10000 (96.69%), best:    9698/10000 (96.98%), error:      1056.19727, best error:       948.18951 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.4316673279s, input_fired_time: 0.8356869817, output_fired_time: 0.5246449709, propagate_forward_time: 25.0791072845, propagate_backward_time: 33.2917289734, weight_update_time: 0.0794075131, other_time: 1.7004966736
epoch time: 5.3834552765s, input_fired_time: 0.0904065222, output_fired_time: 0.0000000000, propagate_forward_time: 5.0001077652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929410934
validation[          , genome  6628] predictions:    9690/  10000 (96.90%), best:    9698/10000 (96.98%), error:      1014.94836, best error:       948.18951 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 61.6298255920s, input_fired_time: 0.8346626759, output_fired_time: 0.5448466539, propagate_forward_time: 25.1889934540, propagate_backward_time: 33.3978195190, weight_update_time: 0.0777095556, other_time: 1.6635055542
epoch time: 5.4223041534s, input_fired_time: 0.0905253068, output_fired_time: 0.0000000000, propagate_forward_time: 5.0398697853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919092178
validation[          , genome  6628] predictions:    9596/  10000 (95.96%), best:    9698/10000 (96.98%), error:      1313.85669, best error:       948.18951 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 61.3057708740s, input_fired_time: 0.8201179504, output_fired_time: 0.5259273648, propagate_forward_time: 25.0770854950, propagate_backward_time: 33.2202262878, weight_update_time: 0.0774556175, other_time: 1.6624107361
epoch time: 5.3873691559s, input_fired_time: 0.0904575363, output_fired_time: 0.0000000000, propagate_forward_time: 5.0046257973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922859192
validation[          , genome  6628] predictions:    9688/  10000 (96.88%), best:    9698/10000 (96.98%), error:       995.16156, best error:       948.18951 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 61.4375953674s, input_fired_time: 0.8287209868, output_fired_time: 0.5262785554, propagate_forward_time: 25.1625919342, propagate_backward_time: 33.2366905212, weight_update_time: 0.0782877281, other_time: 1.6833152771
epoch time: 5.3859066963s, input_fired_time: 0.0907650217, output_fired_time: 0.0000000000, propagate_forward_time: 5.0021829605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929587364
validation[          , genome  6628] predictions:    9658/  10000 (96.58%), best:    9698/10000 (96.98%), error:      1084.44287, best error:       948.18951 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 61.3181648254s, input_fired_time: 0.8278828859, output_fired_time: 0.5258552432, propagate_forward_time: 25.0916576385, propagate_backward_time: 33.2011642456, weight_update_time: 0.0779404417, other_time: 1.6716003418
epoch time: 5.4164547920s, input_fired_time: 0.0905057192, output_fired_time: 0.0000000000, propagate_forward_time: 5.0340957642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918534279
validation[          , genome  6628] predictions:    9611/  10000 (96.11%), best:    9698/10000 (96.98%), error:      1211.65747, best error:       948.18951 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.7384757996s, input_fired_time: 0.8253253102, output_fired_time: 0.5286234617, propagate_forward_time: 25.2906551361, propagate_backward_time: 33.4131011963, weight_update_time: 0.0771927685, other_time: 1.6807708740
epoch time: 5.6560521126s, input_fired_time: 0.1216986179, output_fired_time: 0.0000000000, propagate_forward_time: 5.2326550484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016982079
validation[          , genome  6628] predictions:    9672/  10000 (96.72%), best:    9698/10000 (96.98%), error:      1069.18286, best error:       948.18951 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.3271217346s, input_fired_time: 0.8375470638, output_fired_time: 0.5254009962, propagate_forward_time: 25.0634460449, propagate_backward_time: 33.1987648010, weight_update_time: 0.0797093585, other_time: 1.7019615173
epoch time: 5.3707528114s, input_fired_time: 0.0954829305, output_fired_time: 0.0000000000, propagate_forward_time: 4.9765272141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987427711
validation[          , genome  6628] predictions:    9683/  10000 (96.83%), best:    9698/10000 (96.98%), error:       997.82214, best error:       948.18951 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.5705604553s, input_fired_time: 0.8541152477, output_fired_time: 0.5260093212, propagate_forward_time: 25.1031341553, propagate_backward_time: 33.3491058350, weight_update_time: 0.0816735923, other_time: 1.7381973267
epoch time: 5.3528656960s, input_fired_time: 0.0951091945, output_fired_time: 0.0000000000, propagate_forward_time: 4.9607276917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970290184
validation[          , genome  6628] predictions:    9658/  10000 (96.58%), best:    9698/10000 (96.98%), error:      1131.22314, best error:       948.18951 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.2061538696s, input_fired_time: 0.8550766110, output_fired_time: 0.5347903371, propagate_forward_time: 25.0708198547, propagate_backward_time: 33.0301933289, weight_update_time: 0.0814065859, other_time: 1.7152748108
epoch time: 5.3653602600s, input_fired_time: 0.0956598669, output_fired_time: 0.0000000000, propagate_forward_time: 4.9716053009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980952263
validation[          , genome  6628] predictions:    9673/  10000 (96.73%), best:    9698/10000 (96.98%), error:      1073.81445, best error:       948.18951 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.4337387085s, input_fired_time: 0.8467351198, output_fired_time: 0.5349936485, propagate_forward_time: 25.1144580841, propagate_backward_time: 33.2375831604, weight_update_time: 0.0802952275, other_time: 1.6999702454
epoch time: 5.4262437820s, input_fired_time: 0.1007113680, output_fired_time: 0.0000000000, propagate_forward_time: 5.0306348801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2948975563
validation[          , genome  6628] predictions:    9691/  10000 (96.91%), best:    9698/10000 (96.98%), error:      1032.97668, best error:       948.18951 on epoch:    43, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 61.7375297546s, input_fired_time: 0.8668679595, output_fired_time: 0.5581784844, propagate_forward_time: 25.1394500732, propagate_backward_time: 33.4353675842, weight_update_time: 0.0816585496, other_time: 1.7376670837
epoch time: 5.3642387390s, input_fired_time: 0.0906935483, output_fired_time: 0.0000000000, propagate_forward_time: 4.9823756218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911696434
validation[          , genome  6628] predictions:    9693/  10000 (96.93%), best:    9698/10000 (96.98%), error:       984.79089, best error:       948.18951 on epoch:    43, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 61.2269172668s, input_fired_time: 0.8250670433, output_fired_time: 0.5247938633, propagate_forward_time: 25.0609397888, propagate_backward_time: 33.1360702515, weight_update_time: 0.0783518180, other_time: 1.6800460815
epoch time: 5.3681774139s, input_fired_time: 0.0965393782, output_fired_time: 0.0000000000, propagate_forward_time: 4.9719948769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996430397
validation[          , genome  6628] predictions:    9709/  10000 (97.09%), best:    9698/10000 (96.98%), error:       962.16943, best error:       948.18951 on epoch:    43, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.6151962280s, input_fired_time: 0.8395093083, output_fired_time: 0.5247094035, propagate_forward_time: 25.1745147705, propagate_backward_time: 33.3708915710, weight_update_time: 0.0805919170, other_time: 1.7055740356
epoch time: 5.3992080688s, input_fired_time: 0.0952134207, output_fired_time: 0.0000000000, propagate_forward_time: 5.0052952766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986993790
validation[          , genome  6628] predictions:    9673/  10000 (96.73%), best:    9698/10000 (96.98%), error:      1028.53870, best error:       948.18951 on epoch:    43, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 61.4337615967s, input_fired_time: 0.8810337782, output_fired_time: 0.5291911364, propagate_forward_time: 25.0352706909, propagate_backward_time: 33.2527847290, weight_update_time: 0.0818078741, other_time: 1.7354812622
epoch time: 5.5217523575s, input_fired_time: 0.0979531407, output_fired_time: 0.0000000000, propagate_forward_time: 5.1149978638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088011742
validation[          , genome  6628] predictions:    9696/  10000 (96.96%), best:    9698/10000 (96.98%), error:      1000.27655, best error:       948.18951 on epoch:    43, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.4970207214s, input_fired_time: 0.8373193741, output_fired_time: 0.5261701941, propagate_forward_time: 25.1560916901, propagate_backward_time: 33.2740554810, weight_update_time: 0.0784190223, other_time: 1.7033843994
epoch time: 5.4132447243s, input_fired_time: 0.0924436152, output_fired_time: 0.0000000000, propagate_forward_time: 5.0266008377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942004204
validation[          , genome  6628] predictions:    9701/  10000 (97.01%), best:    9698/10000 (96.98%), error:       978.15216, best error:       948.18951 on epoch:    43, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.4912681580s, input_fired_time: 0.8307629228, output_fired_time: 0.5262855291, propagate_forward_time: 25.1174068451, propagate_backward_time: 33.3336563110, weight_update_time: 0.0782145858, other_time: 1.6831512451
epoch time: 5.4311084747s, input_fired_time: 0.0981279612, output_fired_time: 0.0000000000, propagate_forward_time: 5.0324921608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004884720
validation[          , genome  6628] predictions:    9672/  10000 (96.72%), best:    9698/10000 (96.98%), error:      1090.80872, best error:       948.18951 on epoch:    43, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 60.9607315063s, input_fired_time: 0.8452934027, output_fired_time: 0.5290772319, propagate_forward_time: 24.8595523834, propagate_backward_time: 33.0038032532, weight_update_time: 0.0810348466, other_time: 1.7230033875
epoch time: 5.4281506538s, input_fired_time: 0.0969337821, output_fired_time: 0.0000000000, propagate_forward_time: 5.0314860344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997307777
validation[          , genome  6628] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1067.02478, best error:       948.18951 on epoch:    43, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 61.2166671753s, input_fired_time: 0.8566852212, output_fired_time: 0.5261388421, propagate_forward_time: 24.9888362885, propagate_backward_time: 33.1427040100, weight_update_time: 0.0801956654, other_time: 1.7023048401
epoch time: 5.3639388084s, input_fired_time: 0.0973211005, output_fired_time: 0.0000000000, propagate_forward_time: 4.9680166245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986011505
validation[          , genome  6628] predictions:    9659/  10000 (96.59%), best:    9698/10000 (96.98%), error:      1106.93823, best error:       948.18951 on epoch:    43, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 61.2737541199s, input_fired_time: 0.8423629999, output_fired_time: 0.5265935063, propagate_forward_time: 25.0132980347, propagate_backward_time: 33.1674079895, weight_update_time: 0.0814137757, other_time: 1.7240943909
epoch time: 5.4333677292s, input_fired_time: 0.0921903774, output_fired_time: 0.0000000000, propagate_forward_time: 5.0447430611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964344025
validation[          , genome  6628] predictions:    9682/  10000 (96.82%), best:    9698/10000 (96.98%), error:      1020.05774, best error:       948.18951 on epoch:    43, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 61.9367103577s, input_fired_time: 0.8391932249, output_fired_time: 0.5282396078, propagate_forward_time: 25.3142471313, propagate_backward_time: 33.5585060120, weight_update_time: 0.0787204728, other_time: 1.6965255737
epoch time: 5.3952593803s, input_fired_time: 0.0973233059, output_fired_time: 0.0000000000, propagate_forward_time: 4.9942479134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036880493
validation[          , genome  6628] predictions:    9663/  10000 (96.63%), best:    9698/10000 (96.98%), error:      1102.95044, best error:       948.18951 on epoch:    43, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.4135589600s, input_fired_time: 0.8448051214, output_fired_time: 0.5385563374, propagate_forward_time: 25.0726051331, propagate_backward_time: 33.2535095215, weight_update_time: 0.0798980445, other_time: 1.7040824890
epoch time: 5.3945569992s, input_fired_time: 0.0919985920, output_fired_time: 0.0000000000, propagate_forward_time: 5.0081305504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2944278717
validation[          , genome  6628] predictions:    9668/  10000 (96.68%), best:    9698/10000 (96.98%), error:      1096.79614, best error:       948.18951 on epoch:    43, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.4697303772s, input_fired_time: 0.8330553174, output_fired_time: 0.5296483040, propagate_forward_time: 25.1476764679, propagate_backward_time: 33.2886085510, weight_update_time: 0.0770798698, other_time: 1.6707420349
epoch time: 5.3700728416s, input_fired_time: 0.0920336545, output_fired_time: 0.0000000000, propagate_forward_time: 4.9875664711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904725075
validation[          , genome  6628] predictions:    9694/  10000 (96.94%), best:    9698/10000 (96.98%), error:       998.84613, best error:       948.18951 on epoch:    43, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 61.3394241333s, input_fired_time: 0.8534588218, output_fired_time: 0.5362690687, propagate_forward_time: 25.0674915314, propagate_backward_time: 33.2007217407, weight_update_time: 0.0784755647, other_time: 1.6814804077
epoch time: 5.3966631889s, input_fired_time: 0.0919009000, output_fired_time: 0.0000000000, propagate_forward_time: 5.0107111931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940511703
validation[          , genome  6628] predictions:    9694/  10000 (96.94%), best:    9698/10000 (96.98%), error:       995.52625, best error:       948.18951 on epoch:    43, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 61.0284576416s, input_fired_time: 0.8382147551, output_fired_time: 0.5272564888, propagate_forward_time: 24.9673347473, propagate_backward_time: 33.0148429871, weight_update_time: 0.0794550925, other_time: 1.6808090210
epoch time: 5.3590617180s, input_fired_time: 0.0906324685, output_fired_time: 0.0000000000, propagate_forward_time: 4.9787139893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897152901
validation[          , genome  6628] predictions:    9694/  10000 (96.94%), best:    9698/10000 (96.98%), error:       992.02502, best error:       948.18951 on epoch:    43, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.6511154175s, input_fired_time: 0.8429813385, output_fired_time: 0.5279963017, propagate_forward_time: 25.2120800018, propagate_backward_time: 33.3578338623, weight_update_time: 0.0806119516, other_time: 1.7102279663
epoch time: 5.3757295609s, input_fired_time: 0.0925234780, output_fired_time: 0.0000000000, propagate_forward_time: 4.9922337532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909722328
validation[          , genome  6628] predictions:    9654/  10000 (96.54%), best:    9698/10000 (96.98%), error:      1152.78259, best error:       948.18951 on epoch:    43, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 61.8697013855s, input_fired_time: 0.8767498136, output_fired_time: 0.5283946395, propagate_forward_time: 25.2089767456, propagate_backward_time: 33.5252532959, weight_update_time: 0.0801924840, other_time: 1.7303276062
epoch time: 5.3823509216s, input_fired_time: 0.0915857330, output_fired_time: 0.0000000000, propagate_forward_time: 4.9984731674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922921181
validation[          , genome  6628] predictions:    9577/  10000 (95.77%), best:    9698/10000 (96.98%), error:      1346.67212, best error:       948.18951 on epoch:    43, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.6011199951s, input_fired_time: 0.8942736387, output_fired_time: 0.5329425335, propagate_forward_time: 25.1871852875, propagate_backward_time: 33.2619514465, weight_update_time: 0.0807610974, other_time: 1.7247657776
epoch time: 5.4091944695s, input_fired_time: 0.0991692692, output_fired_time: 0.0000000000, propagate_forward_time: 5.0028882027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071370125
validation[          , genome  6628] predictions:    9679/  10000 (96.79%), best:    9698/10000 (96.98%), error:      1010.80798, best error:       948.18951 on epoch:    43, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 61.7960586548s, input_fired_time: 0.8479847908, output_fired_time: 0.5306568742, propagate_forward_time: 25.2459182739, propagate_backward_time: 33.4315071106, weight_update_time: 0.0813671127, other_time: 1.7399902344
epoch time: 5.6185154915s, input_fired_time: 0.0970804021, output_fired_time: 0.0000000000, propagate_forward_time: 5.2161555290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052797318
validation[          , genome  6628] predictions:    9688/  10000 (96.88%), best:    9698/10000 (96.98%), error:      1008.41174, best error:       948.18951 on epoch:    43, 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: 27.9509601593s, input_fired_time: 0.4612821639, output_fired_time: 0.0000000000, propagate_forward_time: 25.9098014832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5798759460
best training[          , genome  6628] predictions:   49296/  50000 (98.59%), best:    9698/10000 (96.98%), error:      2614.85864, best error:       948.18951 on epoch:    43, 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: 5.5205769539s, input_fired_time: 0.0890959948, output_fired_time: 0.0000000000, propagate_forward_time: 5.1216621399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098187447
   testing[          , genome  6628] predictions:    9770/  10000 (97.70%), best:    9698/10000 (96.98%), error:       766.70349, best error:       948.18951 on epoch:    43, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:27:54 (15043): called boinc_finish(0)

</stderr_txt>
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