Nameexact_genome_1512568488_43_6658_1
Workunit2604564
Created7 Dec 2017, 21:07:50 UTC
Sent7 Dec 2017, 21:14:07 UTC
Report deadline17 Dec 2017, 4:49:13 UTC
Received8 Dec 2017, 3:33:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53788
Run time2 hours 45 min 18 sec
CPU time2 hours 43 min 5 sec
Validate stateValid
Credit2,329.01
Device peak FLOPS3.80 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: 90.8048171997s, input_fired_time: 1.1083921194, output_fired_time: 0.7215414047, propagate_forward_time: 35.6152420044, propagate_backward_time: 51.0647773743, weight_update_time: 0.1167790592, other_time: 2.2948646545
epoch time: 7.8351030350s, input_fired_time: 0.1194917038, output_fired_time: 0.0000000000, propagate_forward_time: 7.3155431747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4000682831
validation[          , genome  6658] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       829.70618, best error:       829.70618 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 90.9376907349s, input_fired_time: 1.1109625101, output_fired_time: 0.7186341286, propagate_forward_time: 35.7549018860, propagate_backward_time: 51.0877647400, weight_update_time: 0.1123766825, other_time: 2.2654266357
epoch time: 7.6164255142s, input_fired_time: 0.1127924174, output_fired_time: 0.0000000000, propagate_forward_time: 7.1048378944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987951279
validation[          , genome  6658] predictions:    9715/  10000 (97.15%), best:    9760/10000 (97.60%), error:       944.44788, best error:       829.70618 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 89.8140792847s, input_fired_time: 1.0801727772, output_fired_time: 0.7069778442, propagate_forward_time: 35.1039886475, propagate_backward_time: 50.6646919250, weight_update_time: 0.1119258702, other_time: 2.2582511902
epoch time: 7.6410188675s, input_fired_time: 0.1186455488, output_fired_time: 0.0000000000, propagate_forward_time: 7.1254682541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969049454
validation[          , genome  6658] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       819.11914, best error:       819.11914 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 90.4268646240s, input_fired_time: 1.1035735607, output_fired_time: 0.7321157455, propagate_forward_time: 35.4035873413, propagate_backward_time: 50.9205741882, weight_update_time: 0.1130796820, other_time: 2.2670097351
epoch time: 7.6727991104s, input_fired_time: 0.1141282022, output_fired_time: 0.0000000000, propagate_forward_time: 7.1679120064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907589912
validation[          , genome  6658] predictions:    9738/  10000 (97.38%), best:    9761/10000 (97.61%), error:       891.47284, best error:       819.11914 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 90.3655853271s, input_fired_time: 1.0970832109, output_fired_time: 0.7053521276, propagate_forward_time: 35.3734779358, propagate_backward_time: 50.9137306213, weight_update_time: 0.1116526499, other_time: 2.2759399414
epoch time: 7.5573306084s, input_fired_time: 0.1136541069, output_fired_time: 0.0000000000, propagate_forward_time: 7.0606465340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830299377
validation[          , genome  6658] predictions:    9682/  10000 (96.82%), best:    9761/10000 (97.61%), error:       991.92798, best error:       819.11914 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 90.8397216797s, input_fired_time: 1.0976383686, output_fired_time: 0.7085033655, propagate_forward_time: 35.4784584045, propagate_backward_time: 51.2662506104, weight_update_time: 0.1127729192, other_time: 2.2888679504
epoch time: 7.5502228737s, input_fired_time: 0.1137719378, output_fired_time: 0.0000000000, propagate_forward_time: 7.0501427650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3863081932
validation[          , genome  6658] predictions:    9577/  10000 (95.77%), best:    9761/10000 (97.61%), error:      1280.58557, best error:       819.11914 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 90.7075881958s, input_fired_time: 1.1089842319, output_fired_time: 0.7130941749, propagate_forward_time: 35.5228309631, propagate_backward_time: 51.0696258545, weight_update_time: 0.1137263924, other_time: 2.2930488586
epoch time: 7.6593065262s, input_fired_time: 0.1207032353, output_fired_time: 0.0000000000, propagate_forward_time: 7.1374549866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011483192
validation[          , genome  6658] predictions:    9703/  10000 (97.03%), best:    9761/10000 (97.61%), error:       945.37262, best error:       819.11914 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 91.4456405640s, input_fired_time: 1.1233963966, output_fired_time: 0.7070584297, propagate_forward_time: 35.8024444580, propagate_backward_time: 51.4551620483, weight_update_time: 0.1134525314, other_time: 2.3575744629
epoch time: 7.5379147530s, input_fired_time: 0.1169367805, output_fired_time: 0.0000000000, propagate_forward_time: 7.0329608917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880171776
validation[          , genome  6658] predictions:    9725/  10000 (97.25%), best:    9761/10000 (97.61%), error:       887.90985, best error:       819.11914 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 90.4263153076s, input_fired_time: 1.1044025421, output_fired_time: 0.7020987272, propagate_forward_time: 35.4034271240, propagate_backward_time: 50.9313049316, weight_update_time: 0.1132550314, other_time: 2.2850875854
epoch time: 7.5136632919s, input_fired_time: 0.1125249714, output_fired_time: 0.0000000000, propagate_forward_time: 7.0217428207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793954849
validation[          , genome  6658] predictions:    9719/  10000 (97.19%), best:    9761/10000 (97.61%), error:       901.13806, best error:       819.11914 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 90.0966415405s, input_fired_time: 1.1070464849, output_fired_time: 0.6985730529, propagate_forward_time: 35.2985382080, propagate_backward_time: 50.7382240295, weight_update_time: 0.1117113605, other_time: 2.2542610168
epoch time: 7.4456996918s, input_fired_time: 0.1112485453, output_fired_time: 0.0000000000, propagate_forward_time: 6.9566426277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778085709
validation[          , genome  6658] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       844.41821, best error:       819.11914 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.8591232300s, input_fired_time: 1.0970512629, output_fired_time: 0.7041395903, propagate_forward_time: 35.2686958313, propagate_backward_time: 50.5475158691, weight_update_time: 0.1117996424, other_time: 2.2417182922
epoch time: 7.7994294167s, input_fired_time: 0.1138642877, output_fired_time: 0.0000000000, propagate_forward_time: 7.2911853790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943796158
validation[          , genome  6658] predictions:    9745/  10000 (97.45%), best:    9761/10000 (97.61%), error:       852.45483, best error:       819.11914 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 90.0164260864s, input_fired_time: 1.0792355537, output_fired_time: 0.7138308883, propagate_forward_time: 35.1967582703, propagate_backward_time: 50.7807273865, weight_update_time: 0.1115709245, other_time: 2.2458724976
epoch time: 7.5231099129s, input_fired_time: 0.1106126979, output_fired_time: 0.0000000000, propagate_forward_time: 7.0164494514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960475922
validation[          , genome  6658] predictions:    9712/  10000 (97.12%), best:    9761/10000 (97.61%), error:       923.56525, best error:       819.11914 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.6595916748s, input_fired_time: 1.0852226019, output_fired_time: 0.6979131103, propagate_forward_time: 35.0916481018, propagate_backward_time: 50.5404510498, weight_update_time: 0.1113146693, other_time: 2.2443580627
epoch time: 7.4240107536s, input_fired_time: 0.1084887013, output_fired_time: 0.0000000000, propagate_forward_time: 6.9401388168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753833771
validation[          , genome  6658] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       867.58081, best error:       819.11914 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 89.8671188354s, input_fired_time: 1.0856856108, output_fired_time: 0.6993424892, propagate_forward_time: 35.1425666809, propagate_backward_time: 50.6952934265, weight_update_time: 0.1187790707, other_time: 2.2442321777
epoch time: 7.6556754112s, input_fired_time: 0.1399424970, output_fired_time: 0.0000000000, propagate_forward_time: 7.1086378098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070949554
validation[          , genome  6658] predictions:    9741/  10000 (97.41%), best:    9761/10000 (97.61%), error:       873.03302, best error:       819.11914 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 89.7215881348s, input_fired_time: 1.1098471880, output_fired_time: 0.6998147368, propagate_forward_time: 35.0363388062, propagate_backward_time: 50.6162719727, weight_update_time: 0.1125451475, other_time: 2.2593154907
epoch time: 7.6352763176s, input_fired_time: 0.1110422313, output_fired_time: 0.0000000000, propagate_forward_time: 7.1476836205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765506744
validation[          , genome  6658] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       817.89154, best error:       817.89154 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.3429718018s, input_fired_time: 1.1158308983, output_fired_time: 0.7230457664, propagate_forward_time: 35.7889747620, propagate_backward_time: 51.4078216553, weight_update_time: 0.1128086895, other_time: 2.3073005676
epoch time: 7.4074578285s, input_fired_time: 0.1112032160, output_fired_time: 0.0000000000, propagate_forward_time: 6.9207396507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755149841
validation[          , genome  6658] predictions:    9721/  10000 (97.21%), best:    9757/10000 (97.57%), error:       916.18610, best error:       817.89154 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 90.9600982666s, input_fired_time: 1.1178044081, output_fired_time: 0.7105199099, propagate_forward_time: 35.5842704773, propagate_backward_time: 51.2458343506, weight_update_time: 0.1143237725, other_time: 2.3016700745
epoch time: 7.3880653381s, input_fired_time: 0.1082563922, output_fired_time: 0.0000000000, propagate_forward_time: 6.9063062668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735027313
validation[          , genome  6658] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       817.02911, best error:       817.02911 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 90.0281982422s, input_fired_time: 1.1067074537, output_fired_time: 0.7088190317, propagate_forward_time: 35.1883888245, propagate_backward_time: 50.7431030273, weight_update_time: 0.1205336079, other_time: 2.2811851501
epoch time: 7.9509277344s, input_fired_time: 0.1240053847, output_fired_time: 0.0000000000, propagate_forward_time: 7.3987340927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281883240
validation[          , genome  6658] predictions:    9710/  10000 (97.10%), best:    9753/10000 (97.53%), error:       952.98969, best error:       817.02911 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 90.8704299927s, input_fired_time: 1.1310443878, output_fired_time: 0.7027845383, propagate_forward_time: 35.6629562378, propagate_backward_time: 51.1007843018, weight_update_time: 0.1133771390, other_time: 2.2728652954
epoch time: 7.8096151352s, input_fired_time: 0.1188745499, output_fired_time: 0.0000000000, propagate_forward_time: 7.2825026512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082379341
validation[          , genome  6658] predictions:    9711/  10000 (97.11%), best:    9753/10000 (97.53%), error:       896.93652, best error:       817.02911 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 90.8676452637s, input_fired_time: 1.1186265945, output_fired_time: 0.7227820158, propagate_forward_time: 35.4762573242, propagate_backward_time: 51.2011909485, weight_update_time: 0.1146237031, other_time: 2.3487892151
epoch time: 7.7545704842s, input_fired_time: 0.1147799343, output_fired_time: 0.0000000000, propagate_forward_time: 7.2381105423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016799927
validation[          , genome  6658] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       792.15741, best error:       792.15741 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 90.9647369385s, input_fired_time: 1.1190230846, output_fired_time: 0.7171018720, propagate_forward_time: 35.7347908020, propagate_backward_time: 51.1117858887, weight_update_time: 0.1131047234, other_time: 2.2820320129
epoch time: 7.7864975929s, input_fired_time: 0.1189528182, output_fired_time: 0.0000000000, propagate_forward_time: 7.2587766647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087681770
validation[          , genome  6658] predictions:    9764/  10000 (97.64%), best:    9749/10000 (97.49%), error:       827.84991, best error:       792.15741 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 92.9329833984s, input_fired_time: 1.1496846676, output_fired_time: 0.7333392501, propagate_forward_time: 36.1760215759, propagate_backward_time: 52.4990768433, weight_update_time: 0.1161429957, other_time: 2.3748664856
epoch time: 7.5184025764s, input_fired_time: 0.1126254126, output_fired_time: 0.0000000000, propagate_forward_time: 7.0255379677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802390099
validation[          , genome  6658] predictions:    9722/  10000 (97.22%), best:    9749/10000 (97.49%), error:       928.73132, best error:       792.15741 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 90.7825164795s, input_fired_time: 1.1276563406, output_fired_time: 0.7020447254, propagate_forward_time: 35.4130706787, propagate_backward_time: 51.2454757690, weight_update_time: 0.1250171810, other_time: 2.2942733765
epoch time: 7.8098349571s, input_fired_time: 0.1226191074, output_fired_time: 0.0000000000, propagate_forward_time: 7.2624197006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247961044
validation[          , genome  6658] predictions:    9732/  10000 (97.32%), best:    9749/10000 (97.49%), error:       851.92682, best error:       792.15741 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 92.5733489990s, input_fired_time: 1.1678094864, output_fired_time: 0.7320800424, propagate_forward_time: 36.1791648865, propagate_backward_time: 52.1212081909, weight_update_time: 0.1148529947, other_time: 2.3730888367
epoch time: 7.6640553474s, input_fired_time: 0.1204700321, output_fired_time: 0.0000000000, propagate_forward_time: 7.1499814987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936038017
validation[          , genome  6658] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       770.70306, best error:       770.70306 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 91.6829528809s, input_fired_time: 1.1302566528, output_fired_time: 0.7352635860, propagate_forward_time: 35.8792114258, propagate_backward_time: 51.6344833374, weight_update_time: 0.1179155409, other_time: 2.3037414551
epoch time: 7.5200977325s, input_fired_time: 0.1165651381, output_fired_time: 0.0000000000, propagate_forward_time: 7.0182614326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852710724
validation[          , genome  6658] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       788.07574, best error:       770.70306 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.9553222656s, input_fired_time: 1.1189532280, output_fired_time: 0.7079865932, propagate_forward_time: 35.1833267212, propagate_backward_time: 50.6844329834, weight_update_time: 0.1120132878, other_time: 2.2606277466
epoch time: 7.6484646797s, input_fired_time: 0.1132963598, output_fired_time: 0.0000000000, propagate_forward_time: 7.1434731483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916950226
validation[          , genome  6658] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       809.03186, best error:       770.70306 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 89.7966308594s, input_fired_time: 1.0924179554, output_fired_time: 0.7152071595, propagate_forward_time: 35.4027862549, propagate_backward_time: 50.3613395691, weight_update_time: 0.1121796370, other_time: 2.2248802185
epoch time: 7.6097640991s, input_fired_time: 0.1233595237, output_fired_time: 0.0000000000, propagate_forward_time: 7.0986161232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877882957
validation[          , genome  6658] predictions:    9575/  10000 (95.75%), best:    9761/10000 (97.61%), error:      1319.26172, best error:       770.70306 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 90.4759979248s, input_fired_time: 1.1246217489, output_fired_time: 0.7030248046, propagate_forward_time: 35.4250984192, propagate_backward_time: 50.9525947571, weight_update_time: 0.1125881225, other_time: 2.2706604004
epoch time: 7.6789507866s, input_fired_time: 0.1209416315, output_fired_time: 0.0000000000, propagate_forward_time: 7.1668925285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911166191
validation[          , genome  6658] predictions:    9756/  10000 (97.56%), best:    9761/10000 (97.61%), error:       796.26819, best error:       770.70306 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.1337203979s, input_fired_time: 1.1012697220, output_fired_time: 0.6952754855, propagate_forward_time: 35.3931045532, propagate_backward_time: 50.6936302185, weight_update_time: 0.1115628034, other_time: 2.2504386902
epoch time: 7.4756784439s, input_fired_time: 0.1121126190, output_fired_time: 0.0000000000, propagate_forward_time: 6.9781870842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853788376
validation[          , genome  6658] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       959.50323, best error:       770.70306 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 89.6742095947s, input_fired_time: 1.0972384214, output_fired_time: 0.7025698423, propagate_forward_time: 35.0906333923, propagate_backward_time: 50.5647315979, weight_update_time: 0.1124512032, other_time: 2.2190399170
epoch time: 7.8087048531s, input_fired_time: 0.1134759635, output_fired_time: 0.0000000000, propagate_forward_time: 7.3029737473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922553062
validation[          , genome  6658] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       943.41718, best error:       770.70306 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 89.5615844727s, input_fired_time: 1.0940366983, output_fired_time: 0.6993330121, propagate_forward_time: 35.1030883789, propagate_backward_time: 50.4160232544, weight_update_time: 0.1313402057, other_time: 2.2490997314
epoch time: 7.4942178726s, input_fired_time: 0.1135608628, output_fired_time: 0.0000000000, propagate_forward_time: 7.0035061836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771510124
validation[          , genome  6658] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       878.87640, best error:       770.70306 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 90.2660903931s, input_fired_time: 1.1059514284, output_fired_time: 0.7135444880, propagate_forward_time: 35.4007339478, propagate_backward_time: 50.7476196289, weight_update_time: 0.1359694004, other_time: 2.2982406616
epoch time: 7.4712104797s, input_fired_time: 0.1145689040, output_fired_time: 0.0000000000, propagate_forward_time: 6.9768037796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798379898
validation[          , genome  6658] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       729.98871, best error:       729.98871 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 89.6090469360s, input_fired_time: 1.1237050295, output_fired_time: 0.6928600669, propagate_forward_time: 35.1371307373, propagate_backward_time: 50.4244804382, weight_update_time: 0.1114132777, other_time: 2.2308692932
epoch time: 7.4817008972s, input_fired_time: 0.1167799681, output_fired_time: 0.0000000000, propagate_forward_time: 6.9855713844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793497086
validation[          , genome  6658] predictions:    9774/  10000 (97.74%), best:    9775/10000 (97.75%), error:       763.29205, best error:       729.98871 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.1974792480s, input_fired_time: 1.0996687412, output_fired_time: 0.7054222226, propagate_forward_time: 35.3156318665, propagate_backward_time: 50.8232879639, weight_update_time: 0.1125148013, other_time: 2.2534675598
epoch time: 7.7940192223s, input_fired_time: 0.1269280910, output_fired_time: 0.0000000000, propagate_forward_time: 7.2657003403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013910294
validation[          , genome  6658] predictions:    9764/  10000 (97.64%), best:    9775/10000 (97.75%), error:       794.65509, best error:       729.98871 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 89.9826812744s, input_fired_time: 1.1114830971, output_fired_time: 0.6943960190, propagate_forward_time: 35.2278327942, propagate_backward_time: 50.7136230469, weight_update_time: 0.1111578643, other_time: 2.2353477478
epoch time: 7.6917157173s, input_fired_time: 0.1145693213, output_fired_time: 0.0000000000, propagate_forward_time: 7.1996793747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774671555
validation[          , genome  6658] predictions:    9751/  10000 (97.51%), best:    9775/10000 (97.75%), error:       836.27509, best error:       729.98871 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 89.8590774536s, input_fired_time: 1.1013525724, output_fired_time: 0.6983905435, propagate_forward_time: 35.0812110901, propagate_backward_time: 50.7135734558, weight_update_time: 0.1124547794, other_time: 2.2645568848
epoch time: 7.4242863655s, input_fired_time: 0.1145197377, output_fired_time: 0.0000000000, propagate_forward_time: 6.9309334755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788332939
validation[          , genome  6658] predictions:    9736/  10000 (97.36%), best:    9775/10000 (97.75%), error:       898.72772, best error:       729.98871 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 89.7391281128s, input_fired_time: 1.1011742353, output_fired_time: 0.7427731752, propagate_forward_time: 35.2135734558, propagate_backward_time: 50.4264717102, weight_update_time: 0.1120000407, other_time: 2.2551345825
epoch time: 7.5056281090s, input_fired_time: 0.1158737391, output_fired_time: 0.0000000000, propagate_forward_time: 7.0088267326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809275627
validation[          , genome  6658] predictions:    9720/  10000 (97.20%), best:    9775/10000 (97.75%), error:       937.09747, best error:       729.98871 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 89.9246826172s, input_fired_time: 1.1074827909, output_fired_time: 0.6935423613, propagate_forward_time: 35.1287117004, propagate_backward_time: 50.7526054382, weight_update_time: 0.1114552468, other_time: 2.2423400879
epoch time: 7.4444961548s, input_fired_time: 0.1133949906, output_fired_time: 0.0000000000, propagate_forward_time: 6.9554367065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756642342
validation[          , genome  6658] predictions:    9697/  10000 (96.97%), best:    9775/10000 (97.75%), error:       955.76825, best error:       729.98871 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.7313919067s, input_fired_time: 1.1131169796, output_fired_time: 0.7059327960, propagate_forward_time: 35.4626007080, propagate_backward_time: 51.1589813232, weight_update_time: 0.1129071862, other_time: 2.2907638550
epoch time: 7.5641241074s, input_fired_time: 0.1228075251, output_fired_time: 0.0000000000, propagate_forward_time: 7.0624518394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788647652
validation[          , genome  6658] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       857.56067, best error:       729.98871 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 89.1057434082s, input_fired_time: 1.1134783030, output_fired_time: 0.7109466791, propagate_forward_time: 34.9794311523, propagate_backward_time: 50.1000289917, weight_update_time: 0.1113195568, other_time: 2.2018585205
epoch time: 7.4466872215s, input_fired_time: 0.1140205711, output_fired_time: 0.0000000000, propagate_forward_time: 6.9586381912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740286827
validation[          , genome  6658] predictions:    9729/  10000 (97.29%), best:    9775/10000 (97.75%), error:       845.20715, best error:       729.98871 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 90.1862335205s, input_fired_time: 1.1177930832, output_fired_time: 0.6943762302, propagate_forward_time: 35.3410987854, propagate_backward_time: 50.7491645813, weight_update_time: 0.1124843583, other_time: 2.2838058472
epoch time: 7.5522370338s, input_fired_time: 0.1155076250, output_fired_time: 0.0000000000, propagate_forward_time: 7.0557341576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809952736
validation[          , genome  6658] predictions:    9715/  10000 (97.15%), best:    9775/10000 (97.75%), error:       928.46350, best error:       729.98871 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 89.2288284302s, input_fired_time: 1.0910522938, output_fired_time: 0.7110474706, propagate_forward_time: 34.8997764587, propagate_backward_time: 50.2624435425, weight_update_time: 0.1133126616, other_time: 2.2645149231
epoch time: 7.5382013321s, input_fired_time: 0.1145754904, output_fired_time: 0.0000000000, propagate_forward_time: 7.0470433235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765826225
validation[          , genome  6658] predictions:    9724/  10000 (97.24%), best:    9775/10000 (97.75%), error:       923.43774, best error:       729.98871 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 90.5702667236s, input_fired_time: 1.1208698750, output_fired_time: 0.7300040722, propagate_forward_time: 35.5502853394, propagate_backward_time: 50.8843193054, weight_update_time: 0.1121330783, other_time: 2.2847862244
epoch time: 7.6087789536s, input_fired_time: 0.1171392575, output_fired_time: 0.0000000000, propagate_forward_time: 7.1030001640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886394501
validation[          , genome  6658] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       814.54456, best error:       729.98871 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 89.6358032227s, input_fired_time: 1.1017704010, output_fired_time: 0.6942152977, propagate_forward_time: 35.1648483276, propagate_backward_time: 50.4485397339, weight_update_time: 0.1114116907, other_time: 2.2264328003
epoch time: 7.4952211380s, input_fired_time: 0.1149858087, output_fired_time: 0.0000000000, propagate_forward_time: 7.0041170120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761181831
validation[          , genome  6658] predictions:    9745/  10000 (97.45%), best:    9775/10000 (97.75%), error:       861.30420, best error:       729.98871 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 90.3695831299s, input_fired_time: 1.1118395329, output_fired_time: 0.7008984089, propagate_forward_time: 35.3202514648, propagate_backward_time: 50.9582862854, weight_update_time: 0.1128417030, other_time: 2.2783088684
epoch time: 7.4472374916s, input_fired_time: 0.1145779118, output_fired_time: 0.0000000000, propagate_forward_time: 6.9579429626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747167587
validation[          , genome  6658] predictions:    9716/  10000 (97.16%), best:    9775/10000 (97.75%), error:       924.59375, best error:       729.98871 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 90.3036117554s, input_fired_time: 1.1204336882, output_fired_time: 0.7038415670, propagate_forward_time: 35.4753189087, propagate_backward_time: 50.7623176575, weight_update_time: 0.1118628830, other_time: 2.2417030334
epoch time: 7.4977378845s, input_fired_time: 0.1163039953, output_fired_time: 0.0000000000, propagate_forward_time: 7.0029025078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785314560
validation[          , genome  6658] predictions:    9766/  10000 (97.66%), best:    9775/10000 (97.75%), error:       808.31128, best error:       729.98871 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 90.1864242554s, input_fired_time: 1.1102391481, output_fired_time: 0.7074549198, propagate_forward_time: 35.2918701172, propagate_backward_time: 50.8223342896, weight_update_time: 0.1122419164, other_time: 2.2545242310
epoch time: 7.5026626587s, input_fired_time: 0.1172415614, output_fired_time: 0.0000000000, propagate_forward_time: 7.0053648949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800563812
validation[          , genome  6658] predictions:    9754/  10000 (97.54%), best:    9775/10000 (97.75%), error:       814.52448, best error:       729.98871 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 89.9711227417s, input_fired_time: 1.1252095699, output_fired_time: 0.7051797509, propagate_forward_time: 35.2001724243, propagate_backward_time: 50.6771392822, weight_update_time: 0.1119142771, other_time: 2.2634277344
epoch time: 7.6140284538s, input_fired_time: 0.1165268868, output_fired_time: 0.0000000000, propagate_forward_time: 7.1179771423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795242310
validation[          , genome  6658] predictions:    9736/  10000 (97.36%), best:    9775/10000 (97.75%), error:       843.23871, best error:       729.98871 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 90.5811538696s, input_fired_time: 1.1471892595, output_fired_time: 0.7052578330, propagate_forward_time: 35.4576034546, propagate_backward_time: 51.0258941650, weight_update_time: 0.1113459542, other_time: 2.2452087402
epoch time: 7.4463014603s, input_fired_time: 0.1164813787, output_fired_time: 0.0000000000, propagate_forward_time: 6.9528121948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770079613
validation[          , genome  6658] predictions:    9753/  10000 (97.53%), best:    9775/10000 (97.75%), error:       806.24597, best error:       729.98871 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 89.4108810425s, input_fired_time: 1.1154383421, output_fired_time: 0.6981421113, propagate_forward_time: 35.0429534912, propagate_backward_time: 50.3126182556, weight_update_time: 0.1112991795, other_time: 2.2417259216
epoch time: 7.5819101334s, input_fired_time: 0.1310653389, output_fired_time: 0.0000000000, propagate_forward_time: 7.0654897690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3853549957
validation[          , genome  6658] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       801.42505, best error:       729.98871 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 89.2254333496s, input_fired_time: 1.1367225647, output_fired_time: 0.7123644352, propagate_forward_time: 35.0205688477, propagate_backward_time: 50.1470375061, weight_update_time: 0.1151376292, other_time: 2.2087440491
epoch time: 7.5964107513s, input_fired_time: 0.1176251620, output_fired_time: 0.0000000000, propagate_forward_time: 7.0902786255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885068893
validation[          , genome  6658] predictions:    9780/  10000 (97.80%), best:    9775/10000 (97.75%), error:       766.40521, best error:       729.98871 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 89.7520370483s, input_fired_time: 1.1023635864, output_fired_time: 0.6930086017, propagate_forward_time: 35.2175216675, propagate_backward_time: 50.4838562012, weight_update_time: 0.1111455113, other_time: 2.2552871704
epoch time: 7.5920934677s, input_fired_time: 0.1158774793, output_fired_time: 0.0000000000, propagate_forward_time: 7.0906085968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856072426
validation[          , genome  6658] predictions:    9699/  10000 (96.99%), best:    9775/10000 (97.75%), error:      1041.38440, best error:       729.98871 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 90.3294143677s, input_fired_time: 1.1315107346, output_fired_time: 0.7058225870, propagate_forward_time: 35.3460693359, propagate_backward_time: 50.8935356140, weight_update_time: 0.1140206158, other_time: 2.2524757385
epoch time: 7.6094183922s, input_fired_time: 0.1180805638, output_fired_time: 0.0000000000, propagate_forward_time: 7.1007566452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905811310
validation[          , genome  6658] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       838.39771, best error:       729.98871 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 90.5631637573s, input_fired_time: 1.1073805094, output_fired_time: 0.7041140795, propagate_forward_time: 35.5720252991, propagate_backward_time: 50.9503746033, weight_update_time: 0.1112942472, other_time: 2.2292633057
epoch time: 7.5874514580s, input_fired_time: 0.1156880558, output_fired_time: 0.0000000000, propagate_forward_time: 7.0893473625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824162483
validation[          , genome  6658] predictions:    9743/  10000 (97.43%), best:    9775/10000 (97.75%), error:       868.79071, best error:       729.98871 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 89.5356597900s, input_fired_time: 1.1016337872, output_fired_time: 0.6940264702, propagate_forward_time: 35.0837936401, propagate_backward_time: 50.4156570435, weight_update_time: 0.1113597974, other_time: 2.2405548096
epoch time: 7.6088252068s, input_fired_time: 0.1203077957, output_fired_time: 0.0000000000, propagate_forward_time: 7.1011128426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874044418
validation[          , genome  6658] predictions:    9753/  10000 (97.53%), best:    9775/10000 (97.75%), error:       764.98950, best error:       729.98871 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 89.1969604492s, input_fired_time: 1.1026046276, output_fired_time: 0.6933287978, propagate_forward_time: 34.8541450500, propagate_backward_time: 50.3177795410, weight_update_time: 0.1114697605, other_time: 2.2290992737
epoch time: 7.4783778191s, input_fired_time: 0.1162048504, output_fired_time: 0.0000000000, propagate_forward_time: 6.9813570976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808159828
validation[          , genome  6658] predictions:    9642/  10000 (96.42%), best:    9775/10000 (97.75%), error:      1166.19263, best error:       729.98871 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 90.0334854126s, input_fired_time: 1.1093925238, output_fired_time: 0.7026148438, propagate_forward_time: 35.2891654968, propagate_backward_time: 50.6843261719, weight_update_time: 0.1119543388, other_time: 2.2479896545
epoch time: 7.5737023354s, input_fired_time: 0.1193630546, output_fired_time: 0.0000000000, propagate_forward_time: 7.0745491982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797903061
validation[          , genome  6658] predictions:    9742/  10000 (97.42%), best:    9775/10000 (97.75%), error:       853.89825, best error:       729.98871 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 89.9940719604s, input_fired_time: 1.1020346880, output_fired_time: 0.6971832514, propagate_forward_time: 35.2544479370, propagate_backward_time: 50.6869392395, weight_update_time: 0.1121516898, other_time: 2.2534675598
epoch time: 7.4160208702s, input_fired_time: 0.1166801229, output_fired_time: 0.0000000000, propagate_forward_time: 6.9213390350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780016899
validation[          , genome  6658] predictions:    9780/  10000 (97.80%), best:    9775/10000 (97.75%), error:       774.36475, best error:       729.98871 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 89.6789855957s, input_fired_time: 1.1199593544, output_fired_time: 0.6989508867, propagate_forward_time: 35.0819091797, propagate_backward_time: 50.5501670837, weight_update_time: 0.1117049903, other_time: 2.2280006409
epoch time: 7.4363675117s, input_fired_time: 0.1149885654, output_fired_time: 0.0000000000, propagate_forward_time: 6.9475913048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737874031
validation[          , genome  6658] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       806.82935, best error:       729.98871 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 89.7267837524s, input_fired_time: 1.1032767296, output_fired_time: 0.6962062120, propagate_forward_time: 35.1295928955, propagate_backward_time: 50.5700111389, weight_update_time: 0.1108915433, other_time: 2.2276954651
epoch time: 7.4938449860s, input_fired_time: 0.1156683043, output_fired_time: 0.0000000000, propagate_forward_time: 7.0013823509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767943382
validation[          , genome  6658] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       847.95593, best error:       729.98871 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.6274490356s, input_fired_time: 1.1141599417, output_fired_time: 0.6973776221, propagate_forward_time: 35.0387496948, propagate_backward_time: 50.5703048706, weight_update_time: 0.1110136360, other_time: 2.2068557739
epoch time: 7.3972883224s, input_fired_time: 0.1174875870, output_fired_time: 0.0000000000, propagate_forward_time: 6.9054751396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743257523
validation[          , genome  6658] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       799.49921, best error:       729.98871 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 89.4402847290s, input_fired_time: 1.1375851631, output_fired_time: 0.7231184840, propagate_forward_time: 35.1119232178, propagate_backward_time: 50.2675666809, weight_update_time: 0.1111966223, other_time: 2.2000846863
epoch time: 8.0676136017s, input_fired_time: 0.1200488433, output_fired_time: 0.0000000000, propagate_forward_time: 7.5456438065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019207954
validation[          , genome  6658] predictions:    9747/  10000 (97.47%), best:    9775/10000 (97.75%), error:       868.57727, best error:       729.98871 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 90.3106994629s, input_fired_time: 1.1215966940, output_fired_time: 0.7035275698, propagate_forward_time: 35.3894348145, propagate_backward_time: 50.8505516052, weight_update_time: 0.1161927357, other_time: 2.2455863953
epoch time: 7.4545822144s, input_fired_time: 0.1164463833, output_fired_time: 0.0000000000, propagate_forward_time: 6.9624567032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756790161
validation[          , genome  6658] predictions:    9748/  10000 (97.48%), best:    9775/10000 (97.75%), error:       810.28040, best error:       729.98871 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 88.9266433716s, input_fired_time: 1.1144701242, output_fired_time: 0.7030555606, propagate_forward_time: 34.8867454529, propagate_backward_time: 50.0374336243, weight_update_time: 0.1111586392, other_time: 2.1849365234
epoch time: 7.6506791115s, input_fired_time: 0.1161768362, output_fired_time: 0.0000000000, propagate_forward_time: 7.1577749252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767275810
validation[          , genome  6658] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       820.36884, best error:       729.98871 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 90.0924987793s, input_fired_time: 1.1273564100, output_fired_time: 0.6989892125, propagate_forward_time: 35.2883491516, propagate_backward_time: 50.7421531677, weight_update_time: 0.1117972061, other_time: 2.2356491089
epoch time: 7.4681210518s, input_fired_time: 0.1171469167, output_fired_time: 0.0000000000, propagate_forward_time: 6.9639687538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870053291
validation[          , genome  6658] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       861.42114, best error:       729.98871 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 89.5043640137s, input_fired_time: 1.1064643860, output_fired_time: 0.7019537687, propagate_forward_time: 35.0095214844, propagate_backward_time: 50.4583435059, weight_update_time: 0.1116217971, other_time: 2.2280883789
epoch time: 7.4498033524s, input_fired_time: 0.1183154881, output_fired_time: 0.0000000000, propagate_forward_time: 6.9546561241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768315315
validation[          , genome  6658] predictions:    9744/  10000 (97.44%), best:    9775/10000 (97.75%), error:       841.23840, best error:       729.98871 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 89.6900024414s, input_fired_time: 1.1084023714, output_fired_time: 0.6927169561, propagate_forward_time: 35.1782493591, propagate_backward_time: 50.4891777039, weight_update_time: 0.1110192090, other_time: 2.2214508057
epoch time: 7.5309271812s, input_fired_time: 0.1199628040, output_fired_time: 0.0000000000, propagate_forward_time: 7.0313382149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3796262741
validation[          , genome  6658] predictions:    9747/  10000 (97.47%), best:    9775/10000 (97.75%), error:       809.81842, best error:       729.98871 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 89.7191696167s, input_fired_time: 1.1103669405, output_fired_time: 0.6935719848, propagate_forward_time: 35.0577011108, propagate_backward_time: 50.6538543701, weight_update_time: 0.1113596261, other_time: 2.2036743164
epoch time: 7.4391031265s, input_fired_time: 0.1193130091, output_fired_time: 0.0000000000, propagate_forward_time: 6.9397325516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800573349
validation[          , genome  6658] predictions:    9738/  10000 (97.38%), best:    9775/10000 (97.75%), error:       869.59332, best error:       729.98871 on epoch:    45, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 89.6581954956s, input_fired_time: 1.1011278629, output_fired_time: 0.6918140054, propagate_forward_time: 35.0878906250, propagate_backward_time: 50.5595169067, weight_update_time: 0.1111651734, other_time: 2.2178497314
epoch time: 7.4847559929s, input_fired_time: 0.1182980016, output_fired_time: 0.0000000000, propagate_forward_time: 6.9863271713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801307678
validation[          , genome  6658] predictions:    9733/  10000 (97.33%), best:    9775/10000 (97.75%), error:       909.44427, best error:       729.98871 on epoch:    45, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 89.2373886108s, input_fired_time: 1.1095268726, output_fired_time: 0.6934775710, propagate_forward_time: 34.9256668091, propagate_backward_time: 50.2873229980, weight_update_time: 0.1113117710, other_time: 2.2213973999
epoch time: 7.5653929710s, input_fired_time: 0.1223254129, output_fired_time: 0.0000000000, propagate_forward_time: 7.0578522682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852152824
validation[          , genome  6658] predictions:    9760/  10000 (97.60%), best:    9775/10000 (97.75%), error:       808.51416, best error:       729.98871 on epoch:    45, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 90.1419677734s, input_fired_time: 1.1090587378, output_fired_time: 0.7063715458, propagate_forward_time: 35.3097572327, propagate_backward_time: 50.7395553589, weight_update_time: 0.1109776869, other_time: 2.2772178650
epoch time: 7.4442806244s, input_fired_time: 0.1130488664, output_fired_time: 0.0000000000, propagate_forward_time: 6.9569272995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743042946
validation[          , genome  6658] predictions:    9619/  10000 (96.19%), best:    9775/10000 (97.75%), error:      1202.94165, best error:       729.98871 on epoch:    45, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 89.3948974609s, input_fired_time: 1.1092803478, output_fired_time: 0.7007683516, propagate_forward_time: 35.0414505005, propagate_backward_time: 50.3350601196, weight_update_time: 0.1117078364, other_time: 2.2083358765
epoch time: 7.4954371452s, input_fired_time: 0.1351032853, output_fired_time: 0.0000000000, propagate_forward_time: 6.9880175591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723163605
validation[          , genome  6658] predictions:    9694/  10000 (96.94%), best:    9775/10000 (97.75%), error:      1007.28552, best error:       729.98871 on epoch:    45, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.7989730835s, input_fired_time: 1.1257965565, output_fired_time: 0.6930059791, propagate_forward_time: 35.1157493591, propagate_backward_time: 50.5982475281, weight_update_time: 0.1116726249, other_time: 2.2661743164
epoch time: 7.5766210556s, input_fired_time: 0.1188684702, output_fired_time: 0.0000000000, propagate_forward_time: 7.0849623680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3727903366
validation[          , genome  6658] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       817.16583, best error:       729.98871 on epoch:    45, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.9781951904s, input_fired_time: 1.1181042194, output_fired_time: 0.6938447952, propagate_forward_time: 35.1677932739, propagate_backward_time: 50.7087974548, weight_update_time: 0.1154120415, other_time: 2.2896537781
epoch time: 7.5219240189s, input_fired_time: 0.1273397356, output_fired_time: 0.0000000000, propagate_forward_time: 7.0160617828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785223961
validation[          , genome  6658] predictions:    9630/  10000 (96.30%), best:    9775/10000 (97.75%), error:      1170.12146, best error:       729.98871 on epoch:    45, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 89.5327606201s, input_fired_time: 1.1204802990, output_fired_time: 0.7418618798, propagate_forward_time: 35.0967826843, propagate_backward_time: 50.3069343567, weight_update_time: 0.1119027436, other_time: 2.2667007446
epoch time: 7.5065865517s, input_fired_time: 0.1193367988, output_fired_time: 0.0000000000, propagate_forward_time: 7.0099167824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773331642
validation[          , genome  6658] predictions:    9749/  10000 (97.49%), best:    9775/10000 (97.75%), error:       852.00745, best error:       729.98871 on epoch:    45, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 89.5916900635s, input_fired_time: 1.1103485823, output_fired_time: 0.6963769197, propagate_forward_time: 35.0950813293, propagate_backward_time: 50.4427185059, weight_update_time: 0.1124337018, other_time: 2.2471580505
epoch time: 7.5610265732s, input_fired_time: 0.1204506904, output_fired_time: 0.0000000000, propagate_forward_time: 7.0614461899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791298866
validation[          , genome  6658] predictions:    9704/  10000 (97.04%), best:    9775/10000 (97.75%), error:       976.46759, best error:       729.98871 on epoch:    45, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 89.4994277954s, input_fired_time: 1.1449794769, output_fired_time: 0.6960821748, propagate_forward_time: 34.9057731628, propagate_backward_time: 50.5298614502, weight_update_time: 0.1120526567, other_time: 2.2227287292
epoch time: 7.7651262283s, input_fired_time: 0.1230180413, output_fired_time: 0.0000000000, propagate_forward_time: 7.2356648445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064431190
validation[          , genome  6658] predictions:    9739/  10000 (97.39%), best:    9775/10000 (97.75%), error:       880.63226, best error:       729.98871 on epoch:    45, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 89.6706314087s, input_fired_time: 1.1266367435, output_fired_time: 0.7010647058, propagate_forward_time: 34.9952812195, propagate_backward_time: 50.6020812988, weight_update_time: 0.1119094193, other_time: 2.2455635071
epoch time: 7.4706058502s, input_fired_time: 0.1182107180, output_fired_time: 0.0000000000, propagate_forward_time: 6.9794569016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729381561
validation[          , genome  6658] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       786.87531, best error:       729.98871 on epoch:    45, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 89.9622497559s, input_fired_time: 1.1155219078, output_fired_time: 0.7103000879, propagate_forward_time: 35.2241935730, propagate_backward_time: 50.6605987549, weight_update_time: 0.1133091450, other_time: 2.2516365051
epoch time: 7.4365825653s, input_fired_time: 0.1186506152, output_fired_time: 0.0000000000, propagate_forward_time: 6.9439101219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740220070
validation[          , genome  6658] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       799.02643, best error:       729.98871 on epoch:    45, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 90.5211791992s, input_fired_time: 1.1276233196, output_fired_time: 0.6984595656, propagate_forward_time: 35.4146614075, propagate_backward_time: 51.0293960571, weight_update_time: 0.1160241514, other_time: 2.2510414124
epoch time: 7.4991102219s, input_fired_time: 0.1230476573, output_fired_time: 0.0000000000, propagate_forward_time: 6.9875230789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885393143
validation[          , genome  6658] predictions:    9767/  10000 (97.67%), best:    9775/10000 (97.75%), error:       792.63922, best error:       729.98871 on epoch:    45, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 90.3924636841s, input_fired_time: 1.1351379156, output_fired_time: 0.7085574865, propagate_forward_time: 35.4460601807, propagate_backward_time: 50.8566703796, weight_update_time: 0.1114762425, other_time: 2.2460365295
epoch time: 7.6566600800s, input_fired_time: 0.1186913624, output_fired_time: 0.0000000000, propagate_forward_time: 7.1545410156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834276199
validation[          , genome  6658] predictions:    9666/  10000 (96.66%), best:    9775/10000 (97.75%), error:      1087.44934, best error:       729.98871 on epoch:    45, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 89.5055007935s, input_fired_time: 1.1144951582, output_fired_time: 0.7080406547, propagate_forward_time: 35.0221519470, propagate_backward_time: 50.4215202332, weight_update_time: 0.1111450940, other_time: 2.2392959595
epoch time: 7.5045423508s, input_fired_time: 0.1191490367, output_fired_time: 0.0000000000, propagate_forward_time: 6.9933114052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920817375
validation[          , genome  6658] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       779.41650, best error:       729.98871 on epoch:    45, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 89.9826660156s, input_fired_time: 1.1499594450, output_fired_time: 0.6996993423, propagate_forward_time: 35.3320770264, propagate_backward_time: 50.5544967651, weight_update_time: 0.1108144373, other_time: 2.2464370728
epoch time: 7.4254736900s, input_fired_time: 0.1191025898, output_fired_time: 0.0000000000, propagate_forward_time: 6.9349169731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714542389
validation[          , genome  6658] predictions:    9750/  10000 (97.50%), best:    9775/10000 (97.75%), error:       853.17194, best error:       729.98871 on epoch:    45, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 89.8121032715s, input_fired_time: 1.1295305490, output_fired_time: 0.7147245407, propagate_forward_time: 35.1494674683, propagate_backward_time: 50.5847702026, weight_update_time: 0.1116503477, other_time: 2.2336120605
epoch time: 7.7622866631s, input_fired_time: 0.1254856288, output_fired_time: 0.0000000000, propagate_forward_time: 7.2372188568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995823860
validation[          , genome  6658] predictions:    9702/  10000 (97.02%), best:    9775/10000 (97.75%), error:       947.28326, best error:       729.98871 on epoch:    45, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 89.1180114746s, input_fired_time: 1.1157468557, output_fired_time: 0.7034928799, propagate_forward_time: 34.9347343445, propagate_backward_time: 50.1448287964, weight_update_time: 0.1114649251, other_time: 2.2192115784
epoch time: 7.5891127586s, input_fired_time: 0.1219034940, output_fired_time: 0.0000000000, propagate_forward_time: 7.0824036598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848056793
validation[          , genome  6658] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       844.71698, best error:       729.98871 on epoch:    45, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 89.9177169800s, input_fired_time: 1.1253211498, output_fired_time: 0.7081037760, propagate_forward_time: 35.3301315308, propagate_backward_time: 50.5138854980, weight_update_time: 0.1123969331, other_time: 2.2402725220
epoch time: 7.4754934311s, input_fired_time: 0.1254414767, output_fired_time: 0.0000000000, propagate_forward_time: 6.9739241600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761277199
validation[          , genome  6658] predictions:    9741/  10000 (97.41%), best:    9775/10000 (97.75%), error:       816.14740, best error:       729.98871 on epoch:    45, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.1404571533s, input_fired_time: 1.1251685619, output_fired_time: 0.7247442007, propagate_forward_time: 35.2396507263, propagate_backward_time: 50.7847366333, weight_update_time: 0.1112624183, other_time: 2.2661552429
epoch time: 7.4270792007s, input_fired_time: 0.1194652319, output_fired_time: 0.0000000000, propagate_forward_time: 6.9307579994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768558502
validation[          , genome  6658] predictions:    9764/  10000 (97.64%), best:    9775/10000 (97.75%), error:       790.82605, best error:       729.98871 on epoch:    45, 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: 37.4678497314s, input_fired_time: 0.5728352666, output_fired_time: 0.0000000000, propagate_forward_time: 34.9748229980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9201927185
best training[          , genome  6658] predictions:   49554/  50000 (99.11%), best:    9775/10000 (97.75%), error:      1737.28369, best error:       729.98871 on epoch:    45, 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: 7.4707560539s, input_fired_time: 0.1109033749, output_fired_time: 0.0000000000, propagate_forward_time: 6.9822206497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776321411
   testing[          , genome  6658] predictions:    9800/  10000 (98.00%), best:    9775/10000 (97.75%), error:       689.83807, best error:       729.98871 on epoch:    45, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:33:35 (17045): called boinc_finish(0)

</stderr_txt>
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