Nameexact_genome_1512568488_42_6134_1
Workunit2601931
Created7 Dec 2017, 18:10:40 UTC
Sent7 Dec 2017, 18:15:20 UTC
Report deadline13 Dec 2017, 11:45:15 UTC
Received8 Dec 2017, 4:05:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID68410
Run time1 hours 49 min 29 sec
CPU time1 hours 44 min 15 sec
Validate stateValid
Credit1,432.28
Device peak FLOPS3.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
    9593/  10000 (95.93%), best:    9623/10000 (96.23%), error:      1369.84375, best error:      1261.87476 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 151.5893554688s, input_fired_time: 2.6681063175, output_fired_time: 0.6075427532, propagate_forward_time: 52.7983169556, propagate_backward_time: 92.9521331787, weight_update_time: 0.0818317011, other_time: 2.5632553101
epoch time: 10.6862335205s, input_fired_time: 0.0782968253, output_fired_time: 0.0000000000, propagate_forward_time: 10.3252162933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2827205658
validation[          , genome  6134] predictions:    9553/  10000 (95.53%), best:    9623/10000 (96.23%), error:      1474.32617, best error:      1261.87476 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 144.8484191895s, input_fired_time: 0.6409278512, output_fired_time: 0.5799171925, propagate_forward_time: 59.4263610840, propagate_backward_time: 80.5304794312, weight_update_time: 0.0810468420, other_time: 3.6707382202
epoch time: 10.9199981689s, input_fired_time: 0.0792715549, output_fired_time: 0.0000000000, propagate_forward_time: 10.5575828552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831439972
validation[          , genome  6134] predictions:    9581/  10000 (95.81%), best:    9623/10000 (96.23%), error:      1372.40991, best error:      1261.87476 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 144.0902404785s, input_fired_time: 3.7163665295, output_fired_time: 1.6912570000, propagate_forward_time: 44.0922470093, propagate_backward_time: 86.9388046265, weight_update_time: 2.0629966259, other_time: 7.6515655518
epoch time: 10.8927583694s, input_fired_time: 0.0803151205, output_fired_time: 0.0000000000, propagate_forward_time: 10.5279340744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845087051
validation[          , genome  6134] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1250.97876, best error:      1250.97876 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 149.4876098633s, input_fired_time: 0.6509712934, output_fired_time: 1.6376935244, propagate_forward_time: 55.4961471558, propagate_backward_time: 87.0608062744, weight_update_time: 0.0818254277, other_time: 4.6419906616
epoch time: 12.1848745346s, input_fired_time: 2.2478227615, output_fired_time: 0.0000000000, propagate_forward_time: 9.6520462036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850055695
validation[          , genome  6134] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1240.21765, best error:      1240.21765 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 144.6409149170s, input_fired_time: 2.7622070313, output_fired_time: 2.5640223026, propagate_forward_time: 61.3729286194, propagate_backward_time: 73.2251968384, weight_update_time: 0.0808245242, other_time: 4.7165603638
epoch time: 10.8549318314s, input_fired_time: 0.0806851685, output_fired_time: 0.0000000000, propagate_forward_time: 10.4893131256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849330902
validation[          , genome  6134] predictions:    9604/  10000 (96.04%), best:    9605/10000 (96.05%), error:      1342.41455, best error:      1240.21765 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 146.9324798584s, input_fired_time: 3.6941325665, output_fired_time: 0.5764185786, propagate_forward_time: 53.8944320679, propagate_backward_time: 85.2330245972, weight_update_time: 0.0810855553, other_time: 3.5344696045
epoch time: 13.1397666931s, input_fired_time: 0.0790134668, output_fired_time: 0.0000000000, propagate_forward_time: 11.7818498611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2789030075
validation[          , genome  6134] predictions:    9631/  10000 (96.31%), best:    9631/10000 (96.31%), error:      1227.77478, best error:      1227.77478 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 147.1534729004s, input_fired_time: 0.6734020114, output_fired_time: 0.5848488212, propagate_forward_time: 50.5675773621, propagate_backward_time: 87.6107177734, weight_update_time: 0.0803284496, other_time: 7.7169189453
epoch time: 13.1024913788s, input_fired_time: 0.0800020769, output_fired_time: 0.0000000000, propagate_forward_time: 10.7723751068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2501144409
validation[          , genome  6134] predictions:    9640/  10000 (96.40%), best:    9640/10000 (96.40%), error:      1208.99670, best error:      1208.99670 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 149.6790924072s, input_fired_time: 2.7686638832, output_fired_time: 0.5882759094, propagate_forward_time: 58.7576370239, propagate_backward_time: 84.0248641968, weight_update_time: 0.0814245492, other_time: 3.5396575928
epoch time: 11.8985042572s, input_fired_time: 0.0798457116, output_fired_time: 0.0000000000, propagate_forward_time: 11.5350313187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836275101
validation[          , genome  6134] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1156.81433, best error:      1156.81433 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 151.5217590332s, input_fired_time: 2.6150598526, output_fired_time: 1.7303211689, propagate_forward_time: 54.3114356995, propagate_backward_time: 86.0576171875, weight_update_time: 0.0811560899, other_time: 6.8073272705
epoch time: 12.1563196182s, input_fired_time: 0.0815481916, output_fired_time: 0.0000000000, propagate_forward_time: 11.7878122330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869596481
validation[          , genome  6134] predictions:    9653/  10000 (96.53%), best:    9638/10000 (96.38%), error:      1162.74902, best error:      1156.81433 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 146.6533966064s, input_fired_time: 0.6420983672, output_fired_time: 1.5994050503, propagate_forward_time: 56.2419853210, propagate_backward_time: 83.4706039429, weight_update_time: 0.0804525092, other_time: 4.6992874146
epoch time: 12.8490476608s, input_fired_time: 0.0831609815, output_fired_time: 0.0000000000, propagate_forward_time: 12.4704227448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954635620
validation[          , genome  6134] predictions:    9616/  10000 (96.16%), best:    9638/10000 (96.38%), error:      1290.96411, best error:      1156.81433 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 147.5658416748s, input_fired_time: 0.6435853839, output_fired_time: 0.6136901379, propagate_forward_time: 60.2405624390, propagate_backward_time: 82.5025558472, weight_update_time: 0.0809762850, other_time: 3.5654449463
epoch time: 12.7124109268s, input_fired_time: 2.0746443272, output_fired_time: 0.0000000000, propagate_forward_time: 10.3626413345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751255035
validation[          , genome  6134] predictions:    9670/  10000 (96.70%), best:    9670/10000 (96.70%), error:      1113.45825, best error:      1113.45825 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 150.1875457764s, input_fired_time: 2.7619071007, output_fired_time: 0.5996695161, propagate_forward_time: 51.2063026428, propagate_backward_time: 93.0486831665, weight_update_time: 0.0823472887, other_time: 2.5709915161
epoch time: 11.8998594284s, input_fired_time: 0.0817383677, output_fired_time: 0.0000000000, propagate_forward_time: 11.5321235657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859973907
validation[          , genome  6134] predictions:    9634/  10000 (96.34%), best:    9670/10000 (96.70%), error:      1214.92834, best error:      1113.45825 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 147.4453582764s, input_fired_time: 0.6969078183, output_fired_time: 2.6611120701, propagate_forward_time: 59.8095855713, propagate_backward_time: 82.5423126221, weight_update_time: 0.1283208132, other_time: 1.7354278564
epoch time: 12.1377830505s, input_fired_time: 0.0837734640, output_fired_time: 0.0000000000, propagate_forward_time: 9.7929086685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2611007690
validation[          , genome  6134] predictions:    9653/  10000 (96.53%), best:    9653/10000 (96.53%), error:      1090.50049, best error:      1090.50049 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 148.8619384766s, input_fired_time: 0.6522216201, output_fired_time: 0.5915499330, propagate_forward_time: 58.1031799316, propagate_backward_time: 85.8265991211, weight_update_time: 0.0820528045, other_time: 3.6883850098
epoch time: 13.0303010941s, input_fired_time: 0.0788335875, output_fired_time: 0.0000000000, propagate_forward_time: 10.5685758591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3828916550
validation[          , genome  6134] predictions:    9662/  10000 (96.62%), best:    9653/10000 (96.53%), error:      1190.69080, best error:      1090.50049 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 147.4936828613s, input_fired_time: 0.6476551890, output_fired_time: 0.6052002907, propagate_forward_time: 54.5905075073, propagate_backward_time: 86.9940719604, weight_update_time: 0.0813252330, other_time: 4.6562500000
epoch time: 10.7895212173s, input_fired_time: 0.0807905197, output_fired_time: 0.0000000000, propagate_forward_time: 10.4235124588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852182388
validation[          , genome  6134] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1029.43677, best error:      1029.43677 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 149.9125823975s, input_fired_time: 0.6474195719, output_fired_time: 2.5875473022, propagate_forward_time: 66.1048507690, propagate_backward_time: 77.9564895630, weight_update_time: 0.0810716599, other_time: 2.6162719727
epoch time: 12.2677583694s, input_fired_time: 0.0811449215, output_fired_time: 0.0000000000, propagate_forward_time: 11.9056768417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809362411
validation[          , genome  6134] predictions:    9576/  10000 (95.76%), best:    9693/10000 (96.93%), error:      1434.12256, best error:      1029.43677 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 148.4588623047s, input_fired_time: 0.6429789066, output_fired_time: 4.6828794479, propagate_forward_time: 55.4809112549, propagate_backward_time: 79.8629379272, weight_update_time: 0.0809798390, other_time: 7.7891616821
epoch time: 12.9934558868s, input_fired_time: 0.0814409927, output_fired_time: 0.0000000000, propagate_forward_time: 12.6272916794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847232819
validation[          , genome  6134] predictions:    9674/  10000 (96.74%), best:    9693/10000 (96.93%), error:      1084.03455, best error:      1029.43677 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 150.0500793457s, input_fired_time: 1.7674225569, output_fired_time: 0.6366568804, propagate_forward_time: 48.6157150269, propagate_backward_time: 95.3612594604, weight_update_time: 0.0804709494, other_time: 3.6690216064
epoch time: 10.5889301300s, input_fired_time: 0.0757525116, output_fired_time: 0.0000000000, propagate_forward_time: 9.2288055420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2843723297
validation[          , genome  6134] predictions:    9664/  10000 (96.64%), best:    9693/10000 (96.93%), error:      1117.15015, best error:      1029.43677 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 149.0260925293s, input_fired_time: 0.6452577710, output_fired_time: 0.5887433290, propagate_forward_time: 64.1733093262, propagate_backward_time: 82.0503921509, weight_update_time: 0.0811980665, other_time: 1.5683822632
epoch time: 13.1614847183s, input_fired_time: 0.0803214461, output_fired_time: 0.0000000000, propagate_forward_time: 12.8002853394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808780670
validation[          , genome  6134] predictions:    9666/  10000 (96.66%), best:    9693/10000 (96.93%), error:      1144.52869, best error:      1029.43677 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 150.3037872314s, input_fired_time: 0.6803271174, output_fired_time: 0.5866129994, propagate_forward_time: 57.9820480347, propagate_backward_time: 89.4455184937, weight_update_time: 0.0818326771, other_time: 1.6092834473
epoch time: 11.9325599670s, input_fired_time: 0.1127927452, output_fired_time: 0.0000000000, propagate_forward_time: 11.4863891602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333778381
validation[          , genome  6134] predictions:    9659/  10000 (96.59%), best:    9693/10000 (96.93%), error:      1166.74609, best error:      1029.43677 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 149.5827636719s, input_fired_time: 0.6542348266, output_fired_time: 2.5561470985, propagate_forward_time: 58.6588211060, propagate_backward_time: 82.9992370605, weight_update_time: 0.0816174746, other_time: 4.7143173218
epoch time: 10.6662807465s, input_fired_time: 0.0796286464, output_fired_time: 0.0000000000, propagate_forward_time: 10.3021841049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2844676971
validation[          , genome  6134] predictions:    9664/  10000 (96.64%), best:    9693/10000 (96.93%), error:      1113.75293, best error:      1029.43677 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 149.7511901855s, input_fired_time: 1.6608260870, output_fired_time: 0.5838456154, propagate_forward_time: 63.8101844788, propagate_backward_time: 81.1351699829, weight_update_time: 0.0808199570, other_time: 2.5611648560
epoch time: 11.9761857986s, input_fired_time: 0.0816411227, output_fired_time: 0.0000000000, propagate_forward_time: 11.6086902618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858543396
validation[          , genome  6134] predictions:    9656/  10000 (96.56%), best:    9693/10000 (96.93%), error:      1139.93250, best error:      1029.43677 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 149.1214447021s, input_fired_time: 1.7704217434, output_fired_time: 1.7521829605, propagate_forward_time: 46.9392852783, propagate_backward_time: 97.0805892944, weight_update_time: 0.0818401724, other_time: 1.5789718628
epoch time: 12.7728729248s, input_fired_time: 1.1090711355, output_fired_time: 0.0000000000, propagate_forward_time: 11.3838701248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799320221
validation[          , genome  6134] predictions:    9650/  10000 (96.50%), best:    9693/10000 (96.93%), error:      1115.89905, best error:      1029.43677 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 149.0246124268s, input_fired_time: 2.7983610630, output_fired_time: 0.5806286335, propagate_forward_time: 51.7216796875, propagate_backward_time: 90.1933670044, weight_update_time: 2.1876716614, other_time: 3.7305831909
epoch time: 10.8654956818s, input_fired_time: 0.0808940604, output_fired_time: 0.0000000000, propagate_forward_time: 8.5376129150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2469882965
validation[          , genome  6134] predictions:    9667/  10000 (96.67%), best:    9693/10000 (96.93%), error:      1112.59973, best error:      1029.43677 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 149.6736907959s, input_fired_time: 2.7881369591, output_fired_time: 0.5823962092, propagate_forward_time: 52.8580398560, propagate_backward_time: 88.8344497681, weight_update_time: 0.0820708498, other_time: 4.6106719971
epoch time: 12.0077857971s, input_fired_time: 0.0812979713, output_fired_time: 0.0000000000, propagate_forward_time: 11.6457109451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807769775
validation[          , genome  6134] predictions:    9652/  10000 (96.52%), best:    9693/10000 (96.93%), error:      1162.32251, best error:      1029.43677 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 149.6778106689s, input_fired_time: 0.7078057528, output_fired_time: 1.6105219126, propagate_forward_time: 57.2189903259, propagate_backward_time: 80.1784896851, weight_update_time: 0.0821336657, other_time: 9.9619979858
epoch time: 10.9214515686s, input_fired_time: 0.0843346342, output_fired_time: 0.0000000000, propagate_forward_time: 10.5427474976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943696976
validation[          , genome  6134] predictions:    9689/  10000 (96.89%), best:    9693/10000 (96.93%), error:      1039.57397, best error:      1029.43677 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 151.5388031006s, input_fired_time: 3.7822332382, output_fired_time: 1.7106610537, propagate_forward_time: 61.4448432922, propagate_backward_time: 83.0126724243, weight_update_time: 0.0822289810, other_time: 1.5884017944
epoch time: 12.8996906281s, input_fired_time: 0.0790847242, output_fired_time: 0.0000000000, propagate_forward_time: 12.5159320831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046741486
validation[          , genome  6134] predictions:    9681/  10000 (96.81%), best:    9693/10000 (96.93%), error:      1047.88379, best error:      1029.43677 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 148.2886047363s, input_fired_time: 0.6453469396, output_fired_time: 1.6432502270, propagate_forward_time: 57.6134757996, propagate_backward_time: 84.7237472534, weight_update_time: 0.0805976614, other_time: 3.6627883911
epoch time: 13.0041713715s, input_fired_time: 0.0833433568, output_fired_time: 0.0000000000, propagate_forward_time: 12.6321935654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886343002
validation[          , genome  6134] predictions:    9677/  10000 (96.77%), best:    9693/10000 (96.93%), error:      1060.66675, best error:      1029.43677 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 147.4112396240s, input_fired_time: 0.6506735682, output_fired_time: 3.5753643513, propagate_forward_time: 55.4069709778, propagate_backward_time: 82.1394042969, weight_update_time: 0.0810834244, other_time: 5.6388244629
epoch time: 13.0279932022s, input_fired_time: 0.0821806267, output_fired_time: 0.0000000000, propagate_forward_time: 12.6637516022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820606232
validation[          , genome  6134] predictions:    9688/  10000 (96.88%), best:    9693/10000 (96.93%), error:      1059.43494, best error:      1029.43677 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 146.9494323730s, input_fired_time: 2.7620613575, output_fired_time: 0.5872562528, propagate_forward_time: 60.0333824158, propagate_backward_time: 78.8945465088, weight_update_time: 1.2048963308, other_time: 4.6721954346
epoch time: 12.9549083710s, input_fired_time: 0.0776861832, output_fired_time: 0.0000000000, propagate_forward_time: 12.5619640350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152580261
validation[          , genome  6134] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:      1019.29907, best error:      1019.29907 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 147.2474670410s, input_fired_time: 0.7016228437, output_fired_time: 0.5836914778, propagate_forward_time: 41.2343635559, propagate_backward_time: 103.1204605103, weight_update_time: 0.1128759682, other_time: 1.6073226929
epoch time: 10.8529157639s, input_fired_time: 0.0832147449, output_fired_time: 0.0000000000, propagate_forward_time: 9.4936227798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2760782242
validation[          , genome  6134] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       978.43530, best error:       978.43530 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 147.0713806152s, input_fired_time: 2.6269540787, output_fired_time: 0.6438046694, propagate_forward_time: 46.5189056396, propagate_backward_time: 91.5766754150, weight_update_time: 0.0819086358, other_time: 5.7050476074
epoch time: 10.9160337448s, input_fired_time: 0.0855867937, output_fired_time: 0.0000000000, propagate_forward_time: 10.5031490326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272981644
validation[          , genome  6134] predictions:    9684/  10000 (96.84%), best:    9700/10000 (97.00%), error:      1041.17737, best error:       978.43530 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 144.8721160889s, input_fired_time: 4.8388485909, output_fired_time: 2.5483615398, propagate_forward_time: 52.3474578857, propagate_backward_time: 81.4900054932, weight_update_time: 0.0820636153, other_time: 3.6474456787
epoch time: 11.6172170639s, input_fired_time: 0.0795553774, output_fired_time: 0.0000000000, propagate_forward_time: 10.1727743149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3648872375
validation[          , genome  6134] predictions:    9683/  10000 (96.83%), best:    9700/10000 (97.00%), error:      1056.79761, best error:       978.43530 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 149.6509246826s, input_fired_time: 0.6687206030, output_fired_time: 0.6015585065, propagate_forward_time: 56.6892471313, propagate_backward_time: 86.0006637573, weight_update_time: 0.0832881853, other_time: 5.6907348633
epoch time: 11.6166734695s, input_fired_time: 0.0787535757, output_fired_time: 0.0000000000, propagate_forward_time: 11.2660598755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718601227
validation[          , genome  6134] predictions:    9694/  10000 (96.94%), best:    9700/10000 (97.00%), error:      1057.79138, best error:       978.43530 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 146.6592864990s, input_fired_time: 2.7416329384, output_fired_time: 0.6442411542, propagate_forward_time: 63.3388175964, propagate_backward_time: 78.3532180786, weight_update_time: 0.0819001570, other_time: 1.5813674927
epoch time: 11.8670635223s, input_fired_time: 0.0833557695, output_fired_time: 0.0000000000, propagate_forward_time: 10.5160160065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2676916122
validation[          , genome  6134] predictions:    9681/  10000 (96.81%), best:    9700/10000 (97.00%), error:      1030.63330, best error:       978.43530 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 144.0008850098s, input_fired_time: 0.6618415117, output_fired_time: 1.5742828846, propagate_forward_time: 51.3627891541, propagate_backward_time: 87.6638107300, weight_update_time: 0.0831759796, other_time: 2.7381668091
epoch time: 10.9028921127s, input_fired_time: 0.0843545943, output_fired_time: 0.0000000000, propagate_forward_time: 8.5647668839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2537708282
validation[          , genome  6134] predictions:    9651/  10000 (96.51%), best:    9700/10000 (97.00%), error:      1136.39368, best error:       978.43530 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 147.0207672119s, input_fired_time: 3.7271528244, output_fired_time: 0.6012789607, propagate_forward_time: 60.3664588928, propagate_backward_time: 78.6510925293, weight_update_time: 0.0820263475, other_time: 3.6747894287
epoch time: 13.0641155243s, input_fired_time: 0.0870516896, output_fired_time: 0.0000000000, propagate_forward_time: 11.6915559769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2855081558
validation[          , genome  6134] predictions:    9677/  10000 (96.77%), best:    9700/10000 (97.00%), error:      1074.57568, best error:       978.43530 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 145.7874603271s, input_fired_time: 1.6483038664, output_fired_time: 1.5820811987, propagate_forward_time: 46.5067329407, propagate_backward_time: 89.4451217651, weight_update_time: 1.1734536886, other_time: 6.6052322388
epoch time: 13.1768474579s, input_fired_time: 0.0857371166, output_fired_time: 0.0000000000, propagate_forward_time: 12.7959270477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951831818
validation[          , genome  6134] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       932.36279, best error:       932.36279 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 146.5939788818s, input_fired_time: 0.6551110148, output_fired_time: 0.6094691753, propagate_forward_time: 55.1507606506, propagate_backward_time: 85.5310745239, weight_update_time: 0.0823497549, other_time: 4.6475753784
epoch time: 11.6159706116s, input_fired_time: 0.0823076665, output_fired_time: 0.0000000000, propagate_forward_time: 11.2526988983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809638977
validation[          , genome  6134] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       974.46625, best error:       932.36279 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 146.5320281982s, input_fired_time: 0.6647632718, output_fired_time: 0.5888667703, propagate_forward_time: 55.4237594604, propagate_backward_time: 87.2364807129, weight_update_time: 0.0822352022, other_time: 2.6181564331
epoch time: 13.0086555481s, input_fired_time: 0.0840375721, output_fired_time: 0.0000000000, propagate_forward_time: 11.5143070221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4103107452
validation[          , genome  6134] predictions:    9700/  10000 (97.00%), best:    9703/10000 (97.03%), error:      1008.58337, best error:       932.36279 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 145.4958953857s, input_fired_time: 2.6302704811, output_fired_time: 2.7151613235, propagate_forward_time: 52.1956748962, propagate_backward_time: 82.3257217407, weight_update_time: 0.0822956339, other_time: 5.6290664673
epoch time: 10.9701395035s, input_fired_time: 0.0859381184, output_fired_time: 0.0000000000, propagate_forward_time: 10.5909233093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932777405
validation[          , genome  6134] predictions:    9640/  10000 (96.40%), best:    9703/10000 (97.03%), error:      1252.87231, best error:       932.36279 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 148.5055694580s, input_fired_time: 4.6046152115, output_fired_time: 0.6016614437, propagate_forward_time: 65.1976089478, propagate_backward_time: 72.3979721069, weight_update_time: 0.0831058919, other_time: 5.7037200928
epoch time: 12.8619089127s, input_fired_time: 0.0824042410, output_fired_time: 0.0000000000, propagate_forward_time: 10.4150581360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3644466400
validation[          , genome  6134] predictions:    9693/  10000 (96.93%), best:    9703/10000 (97.03%), error:      1009.17072, best error:       932.36279 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 147.1515808105s, input_fired_time: 0.6684285402, output_fired_time: 0.5955762267, propagate_forward_time: 51.8283920288, propagate_backward_time: 91.4674530029, weight_update_time: 0.0836476684, other_time: 2.5917282104
epoch time: 12.9595479965s, input_fired_time: 0.0819979459, output_fired_time: 0.0000000000, propagate_forward_time: 10.6286993027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2488508224
validation[          , genome  6134] predictions:    9675/  10000 (96.75%), best:    9703/10000 (97.03%), error:      1074.85791, best error:       932.36279 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 146.6945190430s, input_fired_time: 0.6714190245, output_fired_time: 1.5791562796, propagate_forward_time: 52.5112380981, propagate_backward_time: 87.0884780884, weight_update_time: 0.0840794295, other_time: 4.8442230225
epoch time: 11.9332160950s, input_fired_time: 0.0849673599, output_fired_time: 0.0000000000, propagate_forward_time: 11.5591363907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2891120911
validation[          , genome  6134] predictions:    9715/  10000 (97.15%), best:    9703/10000 (97.03%), error:       988.58881, best error:       932.36279 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 146.5278930664s, input_fired_time: 0.6683155298, output_fired_time: 1.5778270960, propagate_forward_time: 52.9950828552, propagate_backward_time: 88.7059555054, weight_update_time: 0.0827811733, other_time: 2.5807113647
epoch time: 10.3478326797s, input_fired_time: 0.0772799253, output_fired_time: 0.0000000000, propagate_forward_time: 8.9153919220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3551607132
validation[          , genome  6134] predictions:    9687/  10000 (96.87%), best:    9703/10000 (97.03%), error:      1064.73401, best error:       932.36279 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 139.9574737549s, input_fired_time: 0.6621154547, output_fired_time: 0.5803152323, propagate_forward_time: 56.8830986023, propagate_backward_time: 77.2041854858, weight_update_time: 0.0809276178, other_time: 4.6277542114
epoch time: 12.0281772614s, input_fired_time: 0.0829883739, output_fired_time: 0.0000000000, propagate_forward_time: 11.6575393677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876491547
validation[          , genome  6134] predictions:    9690/  10000 (96.90%), best:    9703/10000 (97.03%), error:      1024.75000, best error:       932.36279 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 144.2702636719s, input_fired_time: 0.6626780033, output_fired_time: 0.5933476686, propagate_forward_time: 55.2330627441, propagate_backward_time: 82.9582824707, weight_update_time: 0.0826927349, other_time: 4.8228912354
epoch time: 10.3664760590s, input_fired_time: 0.0787852407, output_fired_time: 0.0000000000, propagate_forward_time: 10.0139064789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737846375
validation[          , genome  6134] predictions:    9696/  10000 (96.96%), best:    9703/10000 (97.03%), error:      1021.57837, best error:       932.36279 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 143.5212707520s, input_fired_time: 0.6480150819, output_fired_time: 1.5516316891, propagate_forward_time: 50.4285659790, propagate_backward_time: 86.3268737793, weight_update_time: 0.0792665705, other_time: 4.5661849976
epoch time: 13.1886024475s, input_fired_time: 0.0833149329, output_fired_time: 0.0000000000, propagate_forward_time: 11.8360071182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2692804337
validation[          , genome  6134] predictions:    9699/  10000 (96.99%), best:    9703/10000 (97.03%), error:      1010.52875, best error:       932.36279 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 144.7243041992s, input_fired_time: 1.6327520609, output_fired_time: 0.5835457444, propagate_forward_time: 60.4903831482, propagate_backward_time: 77.5261535645, weight_update_time: 0.0794932023, other_time: 4.4914703369
epoch time: 11.8514003754s, input_fired_time: 0.0821621791, output_fired_time: 0.0000000000, propagate_forward_time: 11.4856252670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836132050
validation[          , genome  6134] predictions:    9672/  10000 (96.72%), best:    9703/10000 (97.03%), error:      1070.90918, best error:       932.36279 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 149.2303314209s, input_fired_time: 0.6529538631, output_fired_time: 2.6683702469, propagate_forward_time: 50.9501228333, propagate_backward_time: 93.3905410767, weight_update_time: 0.0814972669, other_time: 1.5683517456
epoch time: 12.0919485092s, input_fired_time: 2.0653367043, output_fired_time: 0.0000000000, propagate_forward_time: 9.7387418747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2878694534
validation[          , genome  6134] predictions:    9676/  10000 (96.76%), best:    9703/10000 (97.03%), error:      1075.70837, best error:       932.36279 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 142.7181091309s, input_fired_time: 1.6436578035, output_fired_time: 0.6013947725, propagate_forward_time: 46.9588546753, propagate_backward_time: 90.9259338379, weight_update_time: 0.1264512390, other_time: 2.5882644653
epoch time: 10.8209514618s, input_fired_time: 0.0838836432, output_fired_time: 0.0000000000, propagate_forward_time: 10.4047460556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323221207
validation[          , genome  6134] predictions:    9721/  10000 (97.21%), best:    9703/10000 (97.03%), error:       983.89124, best error:       932.36279 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 144.9917907715s, input_fired_time: 2.7765665054, output_fired_time: 1.6902458668, propagate_forward_time: 58.8690567017, propagate_backward_time: 77.1596069336, weight_update_time: 0.0796935931, other_time: 4.4963150024
epoch time: 11.8838052750s, input_fired_time: 0.0829497427, output_fired_time: 0.0000000000, propagate_forward_time: 11.5164947510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843608856
validation[          , genome  6134] predictions:    9701/  10000 (97.01%), best:    9703/10000 (97.03%), error:       972.07477, best error:       932.36279 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 144.9491577148s, input_fired_time: 0.6595068574, output_fired_time: 2.7209393978, propagate_forward_time: 54.2549591064, propagate_backward_time: 79.4579315186, weight_update_time: 0.0800492838, other_time: 7.8558349609
epoch time: 12.0425252914s, input_fired_time: 0.0845172405, output_fired_time: 0.0000000000, propagate_forward_time: 9.7001323700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2578754425
validation[          , genome  6134] predictions:    9672/  10000 (96.72%), best:    9703/10000 (97.03%), error:      1109.24219, best error:       932.36279 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 144.2988739014s, input_fired_time: 2.7780044079, output_fired_time: 2.6609458923, propagate_forward_time: 51.9433288574, propagate_backward_time: 81.4283218384, weight_update_time: 0.0807899460, other_time: 5.4882736206
epoch time: 10.7978172302s, input_fired_time: 2.2031927109, output_fired_time: 0.0000000000, propagate_forward_time: 8.3178415298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2767829895
validation[          , genome  6134] predictions:    9634/  10000 (96.34%), best:    9703/10000 (97.03%), error:      1165.93921, best error:       932.36279 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 144.8287963867s, input_fired_time: 3.7203547955, output_fired_time: 2.6954405308, propagate_forward_time: 57.6810302734, propagate_backward_time: 76.0427703857, weight_update_time: 0.0810112059, other_time: 4.6892089844
epoch time: 10.1826162338s, input_fired_time: 0.0761005431, output_fired_time: 0.0000000000, propagate_forward_time: 8.8656425476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2408733368
validation[          , genome  6134] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:      1011.93878, best error:       932.36279 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 146.7094421387s, input_fired_time: 0.6687761545, output_fired_time: 0.5888672471, propagate_forward_time: 51.3767395020, propagate_backward_time: 90.3610610962, weight_update_time: 0.0826914087, other_time: 3.7139968872
epoch time: 10.5287399292s, input_fired_time: 0.0791568607, output_fired_time: 0.0000000000, propagate_forward_time: 8.1984815598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2511014938
validation[          , genome  6134] predictions:    9694/  10000 (96.94%), best:    9703/10000 (97.03%), error:      1046.06506, best error:       932.36279 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 143.9766693115s, input_fired_time: 2.7816886902, output_fired_time: 0.5854502916, propagate_forward_time: 50.1228103638, propagate_backward_time: 83.7421569824, weight_update_time: 0.0810741112, other_time: 6.7445602417
epoch time: 10.5093011856s, input_fired_time: 0.0807476193, output_fired_time: 0.0000000000, propagate_forward_time: 10.1543369293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2742166519
validation[          , genome  6134] predictions:    9643/  10000 (96.43%), best:    9703/10000 (97.03%), error:      1169.82056, best error:       932.36279 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 147.0834808350s, input_fired_time: 3.6126232147, output_fired_time: 2.6662263870, propagate_forward_time: 55.6836280823, propagate_backward_time: 81.4764022827, weight_update_time: 0.0814127102, other_time: 3.6445999146
epoch time: 12.9457674026s, input_fired_time: 2.1585128307, output_fired_time: 0.0000000000, propagate_forward_time: 10.5051946640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820596695
validation[          , genome  6134] predictions:    9702/  10000 (97.02%), best:    9703/10000 (97.03%), error:      1011.06244, best error:       932.36279 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 146.1940917969s, input_fired_time: 2.7364563942, output_fired_time: 0.5841516256, propagate_forward_time: 54.4444274902, propagate_backward_time: 82.8153076172, weight_update_time: 1.0636055470, other_time: 5.6137542725
epoch time: 10.8055858612s, input_fired_time: 0.0845640525, output_fired_time: 0.0000000000, propagate_forward_time: 10.4373273849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836942673
validation[          , genome  6134] predictions:    9686/  10000 (96.86%), best:    9703/10000 (97.03%), error:      1041.00964, best error:       932.36279 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 144.4457092285s, input_fired_time: 2.7496297359, output_fired_time: 0.5797498822, propagate_forward_time: 55.7497901917, propagate_backward_time: 82.6975250244, weight_update_time: 0.0808900073, other_time: 2.6690216064
epoch time: 11.8340406418s, input_fired_time: 0.0836563781, output_fired_time: 0.0000000000, propagate_forward_time: 11.4671268463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832574844
validation[          , genome  6134] predictions:    9677/  10000 (96.77%), best:    9703/10000 (97.03%), error:      1068.99585, best error:       932.36279 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 145.0249633789s, input_fired_time: 0.6903191805, output_fired_time: 0.5796430707, propagate_forward_time: 44.5085182190, propagate_backward_time: 97.6783676147, weight_update_time: 0.0801189840, other_time: 1.5681228638
epoch time: 10.8206768036s, input_fired_time: 0.0845175609, output_fired_time: 0.0000000000, propagate_forward_time: 10.4526224136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2835369110
validation[          , genome  6134] predictions:    9682/  10000 (96.82%), best:    9703/10000 (97.03%), error:      1031.92200, best error:       932.36279 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 136.8164672852s, input_fired_time: 0.6864706874, output_fired_time: 0.5702245235, propagate_forward_time: 53.0502853394, propagate_backward_time: 79.0005035400, weight_update_time: 0.0794685632, other_time: 3.5089797974
epoch time: 12.1039314270s, input_fired_time: 0.0867117792, output_fired_time: 0.0000000000, propagate_forward_time: 11.7285881042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886314392
validation[          , genome  6134] predictions:    9718/  10000 (97.18%), best:    9703/10000 (97.03%), error:      1001.05731, best error:       932.36279 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 146.5473022461s, input_fired_time: 1.6436901093, output_fired_time: 0.5821786523, propagate_forward_time: 49.2126388550, propagate_backward_time: 90.3743286133, weight_update_time: 0.0819977820, other_time: 4.7344589233
epoch time: 10.5519905090s, input_fired_time: 0.0806700513, output_fired_time: 0.0000000000, propagate_forward_time: 10.2001266479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711935043
validation[          , genome  6134] predictions:    9707/  10000 (97.07%), best:    9703/10000 (97.03%), error:       989.94360, best error:       932.36279 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 145.0122528076s, input_fired_time: 1.6435092688, output_fired_time: 0.5799998641, propagate_forward_time: 51.7524833679, propagate_backward_time: 87.4722824097, weight_update_time: 0.0798922479, other_time: 3.5639724731
epoch time: 11.9389677048s, input_fired_time: 0.0838860944, output_fired_time: 0.0000000000, propagate_forward_time: 11.5246105194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304710388
validation[          , genome  6134] predictions:    9694/  10000 (96.94%), best:    9703/10000 (97.03%), error:       973.85394, best error:       932.36279 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 146.6330718994s, input_fired_time: 3.6762683392, output_fired_time: 0.5833597183, propagate_forward_time: 63.5237312317, propagate_backward_time: 68.9510040283, weight_update_time: 0.0802710950, other_time: 9.8987121582
epoch time: 11.9452371597s, input_fired_time: 0.0850316882, output_fired_time: 0.0000000000, propagate_forward_time: 11.5718774796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883281708
validation[          , genome  6134] predictions:    9706/  10000 (97.06%), best:    9703/10000 (97.03%), error:       975.72510, best error:       932.36279 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 149.5198822021s, input_fired_time: 0.6851820350, output_fired_time: 0.5892757773, propagate_forward_time: 49.4432449341, propagate_backward_time: 92.9473419189, weight_update_time: 2.2336931229, other_time: 5.8548355103
epoch time: 12.1219272614s, input_fired_time: 0.0831368566, output_fired_time: 0.0000000000, propagate_forward_time: 11.7585592270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2802314758
validation[          , genome  6134] predictions:    9649/  10000 (96.49%), best:    9703/10000 (97.03%), error:      1129.50769, best error:       932.36279 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 146.7642669678s, input_fired_time: 1.6946630478, output_fired_time: 0.5846444368, propagate_forward_time: 57.6830825806, propagate_backward_time: 83.1290664673, weight_update_time: 0.0812757686, other_time: 3.6728210449
epoch time: 10.8476276398s, input_fired_time: 0.0845601112, output_fired_time: 0.0000000000, propagate_forward_time: 10.4279289246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351383209
validation[          , genome  6134] predictions:    9699/  10000 (96.99%), best:    9703/10000 (97.03%), error:       980.50372, best error:       932.36279 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 145.0068054199s, input_fired_time: 3.7347233295, output_fired_time: 1.6102398634, propagate_forward_time: 65.4192428589, propagate_backward_time: 69.5361862183, weight_update_time: 0.0804619119, other_time: 4.7064056396
epoch time: 12.8453598022s, input_fired_time: 2.0482459068, output_fired_time: 0.0000000000, propagate_forward_time: 10.5211153030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2759981155
validation[          , genome  6134] predictions:    9710/  10000 (97.10%), best:    9703/10000 (97.03%), error:       936.05902, best error:       932.36279 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 141.4680633545s, input_fired_time: 1.6708751917, output_fired_time: 0.5717022419, propagate_forward_time: 57.2177734375, propagate_backward_time: 77.1566238403, weight_update_time: 1.2342536449, other_time: 4.8510971069
epoch time: 11.9443483353s, input_fired_time: 0.0845794603, output_fired_time: 0.0000000000, propagate_forward_time: 11.5727920532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869768143
validation[          , genome  6134] predictions:    9714/  10000 (97.14%), best:    9703/10000 (97.03%), error:       942.32745, best error:       932.36279 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 150.1177978516s, input_fired_time: 2.8358335495, output_fired_time: 1.5762166977, propagate_forward_time: 60.7610435486, propagate_backward_time: 77.9323120117, weight_update_time: 0.0810804069, other_time: 7.0123901367
epoch time: 13.2431392670s, input_fired_time: 0.0864373818, output_fired_time: 0.0000000000, propagate_forward_time: 12.8212451935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354568481
validation[          , genome  6134] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       920.04816, best error:       920.04816 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 150.0109252930s, input_fired_time: 3.8022789955, output_fired_time: 0.6076167226, propagate_forward_time: 53.4251976013, propagate_backward_time: 86.4840698242, weight_update_time: 0.0813843980, other_time: 5.6917572021
epoch time: 11.7808732986s, input_fired_time: 0.0846226141, output_fired_time: 0.0000000000, propagate_forward_time: 11.4100265503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2862243652
validation[          , genome  6134] predictions:    9719/  10000 (97.19%), best:    9733/10000 (97.33%), error:       971.46484, best error:       920.04816 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 149.2771148682s, input_fired_time: 4.7841191292, output_fired_time: 1.7368962765, propagate_forward_time: 62.1199645996, propagate_backward_time: 76.9844818115, weight_update_time: 2.1714076996, other_time: 3.6516571045
epoch time: 11.9877510071s, input_fired_time: 0.0846489072, output_fired_time: 0.0000000000, propagate_forward_time: 11.5713500977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317518234
validation[          , genome  6134] predictions:    9715/  10000 (97.15%), best:    9733/10000 (97.33%), error:       982.81848, best error:       920.04816 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 148.8930816650s, input_fired_time: 0.6668185592, output_fired_time: 0.5893416405, propagate_forward_time: 50.5697555542, propagate_backward_time: 94.4978637695, weight_update_time: 0.0825541392, other_time: 2.5692977905
epoch time: 13.2037830353s, input_fired_time: 0.0866526514, output_fired_time: 0.0000000000, propagate_forward_time: 10.7386751175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3784551620
validation[          , genome  6134] predictions:    9690/  10000 (96.90%), best:    9733/10000 (97.33%), error:      1017.54657, best error:       920.04816 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 145.3225708008s, input_fired_time: 1.7717379332, output_fired_time: 0.5852407217, propagate_forward_time: 64.5783157349, propagate_backward_time: 75.8159255981, weight_update_time: 0.0794905275, other_time: 2.5713500977
epoch time: 11.9303159714s, input_fired_time: 0.0844547600, output_fired_time: 0.0000000000, propagate_forward_time: 8.2677698135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5780916214
validation[          , genome  6134] predictions:    9716/  10000 (97.16%), best:    9733/10000 (97.33%), error:       950.22888, best error:       920.04816 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 147.4050750732s, input_fired_time: 2.8212389946, output_fired_time: 2.5669636726, propagate_forward_time: 50.7939414978, propagate_backward_time: 84.3714981079, weight_update_time: 0.0815603733, other_time: 6.8514175415
epoch time: 11.5916261673s, input_fired_time: 0.0817057937, output_fired_time: 0.0000000000, propagate_forward_time: 10.1113796234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3985404968
validation[          , genome  6134] predictions:    9688/  10000 (96.88%), best:    9733/10000 (97.33%), error:      1052.13965, best error:       920.04816 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 146.5887908936s, input_fired_time: 2.6289210320, output_fired_time: 1.6564813852, propagate_forward_time: 58.1292152405, propagate_backward_time: 78.5321731567, weight_update_time: 0.0800827816, other_time: 5.6420059204
epoch time: 11.9085712433s, input_fired_time: 0.0850479677, output_fired_time: 0.0000000000, propagate_forward_time: 11.5232048035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003187180
validation[          , genome  6134] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       903.80029, best error:       903.80029 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 146.3061218262s, input_fired_time: 1.6795669794, output_fired_time: 0.5845295787, propagate_forward_time: 63.2704620361, propagate_backward_time: 75.9709396362, weight_update_time: 0.0804444253, other_time: 4.8006210327
epoch time: 10.7231998444s, input_fired_time: 0.0827978849, output_fired_time: 0.0000000000, propagate_forward_time: 10.3654956818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749061584
validation[          , genome  6134] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       979.96832, best error:       903.80029 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 146.9214782715s, input_fired_time: 0.6668374538, output_fired_time: 3.5468895435, propagate_forward_time: 57.4132652283, propagate_backward_time: 82.5987930298, weight_update_time: 0.0805943385, other_time: 2.6956863403
epoch time: 11.7393684387s, input_fired_time: 0.0832651556, output_fired_time: 0.0000000000, propagate_forward_time: 11.3744325638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816705704
validation[          , genome  6134] predictions:    9710/  10000 (97.10%), best:    9748/10000 (97.48%), error:       978.88080, best error:       903.80029 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 144.2830047607s, input_fired_time: 3.9096262455, output_fired_time: 0.6234035492, propagate_forward_time: 52.3570137024, propagate_backward_time: 78.5792541504, weight_update_time: 2.0463356972, other_time: 8.8137207031
epoch time: 10.9234094620s, input_fired_time: 0.0832971632, output_fired_time: 0.0000000000, propagate_forward_time: 10.5619850159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2781276703
validation[          , genome  6134] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       935.99554, best error:       903.80029 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 146.2752227783s, input_fired_time: 2.7583353519, output_fired_time: 0.5778044462, propagate_forward_time: 55.7675361633, propagate_backward_time: 80.3813323975, weight_update_time: 0.0807381719, other_time: 6.7902221680
epoch time: 10.8075666428s, input_fired_time: 0.0855915770, output_fired_time: 0.0000000000, propagate_forward_time: 10.4361524582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858228683
validation[          , genome  6134] predictions:    9676/  10000 (96.76%), best:    9748/10000 (97.48%), error:      1070.68579, best error:       903.80029 on epoch:    90, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 143.9518127441s, input_fired_time: 0.6595507860, output_fired_time: 0.5773797631, propagate_forward_time: 49.8971900940, propagate_backward_time: 90.0491027832, weight_update_time: 0.0798944086, other_time: 2.7686004639
epoch time: 10.7214241028s, input_fired_time: 0.0809680149, output_fired_time: 0.0000000000, propagate_forward_time: 10.3655157089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749404907
validation[          , genome  6134] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       921.25555, best error:       903.80029 on epoch:    90, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 147.2001800537s, input_fired_time: 0.6725977659, output_fired_time: 2.6738359928, propagate_forward_time: 57.4045257568, propagate_backward_time: 81.9256134033, weight_update_time: 0.0805682167, other_time: 4.5236053467
epoch time: 11.8790254593s, input_fired_time: 0.0864074826, output_fired_time: 0.0000000000, propagate_forward_time: 11.5058183670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867994308
validation[          , genome  6134] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:       992.04999, best error:       903.80029 on epoch:    90, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 146.3127288818s, input_fired_time: 2.6310336590, output_fired_time: 2.5478515625, propagate_forward_time: 53.4868736267, propagate_backward_time: 81.8329925537, weight_update_time: 0.0812491551, other_time: 5.8139801025
epoch time: 12.7344188690s, input_fired_time: 0.0817371532, output_fired_time: 0.0000000000, propagate_forward_time: 12.3813133240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713680267
validation[          , genome  6134] predictions:    9716/  10000 (97.16%), best:    9748/10000 (97.48%), error:       941.00323, best error:       903.80029 on epoch:    90, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 151.3196716309s, input_fired_time: 0.6771457791, output_fired_time: 1.5837169886, propagate_forward_time: 53.6957855225, propagate_backward_time: 90.7891082764, weight_update_time: 0.0826129466, other_time: 4.5739288330
epoch time: 10.1441535950s, input_fired_time: 0.0785347223, output_fired_time: 0.0000000000, propagate_forward_time: 9.8025455475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2630729675
validation[          , genome  6134] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1010.42480, best error:       903.80029 on epoch:    90, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 145.5706787109s, input_fired_time: 0.6700292826, output_fired_time: 0.5821942091, propagate_forward_time: 60.2301139832, propagate_backward_time: 81.5277252197, weight_update_time: 0.0820497274, other_time: 2.5606079102
epoch time: 10.7193441391s, input_fired_time: 0.1289520860, output_fired_time: 0.0000000000, propagate_forward_time: 10.3151664734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752256393
validation[          , genome  6134] predictions:    9709/  10000 (97.09%), best:    9748/10000 (97.48%), error:       969.54266, best error:       903.80029 on epoch:    90, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 146.4757843018s, input_fired_time: 0.6647902131, output_fired_time: 5.4906029701, propagate_forward_time: 60.7084960938, propagate_backward_time: 70.7951049805, weight_update_time: 0.0809575617, other_time: 8.8167877197
epoch time: 12.1013870239s, input_fired_time: 0.0882591307, output_fired_time: 0.0000000000, propagate_forward_time: 11.7264795303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866487503
validation[          , genome  6134] predictions:    9687/  10000 (96.87%), best:    9748/10000 (97.48%), error:      1002.76685, best error:       903.80029 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: 58.3489532471s, input_fired_time: 2.5740485191, output_fired_time: 0.0000000000, propagate_forward_time: 54.3285408020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4463653564
best training[          , genome  6134] predictions:   49389/  50000 (98.78%), best:    9748/10000 (97.48%), error:      2407.56128, best error:       903.80029 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: 12.0399026871s, input_fired_time: 0.0847521350, output_fired_time: 0.0000000000, propagate_forward_time: 11.6660547256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890958786
   testing[          , genome  6134] predictions:    9751/  10000 (97.51%), best:    9748/10000 (97.48%), error:       842.56134, best error:       903.80029 on epoch:    90, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:07:10 (4452): called boinc_finish(0)

</stderr_txt>
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