Nameexact_genome_1512568488_42_5717_0
Workunit2599834
Created7 Dec 2017, 16:06:40 UTC
Sent7 Dec 2017, 16:08:39 UTC
Report deadline14 Dec 2017, 12:15:22 UTC
Received7 Dec 2017, 23:32:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 59 min 14 sec
CPU time1 hours 59 min 10 sec
Validate stateValid
Credit1,709.50
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.23 MB
Peak swap size153.57 MB
Peak disk usage1.14 MB

Stderr output

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

epoch time: 67.2217102051s, input_fired_time: 1.0649175644, output_fired_time: 0.6781222820, propagate_forward_time: 26.9217681885, propagate_backward_time: 36.6847000122, weight_update_time: 0.0696732849, other_time: 1.8722000122
epoch time: 5.5290422440s, input_fired_time: 0.1071671322, output_fired_time: 0.0000000000, propagate_forward_time: 5.1083641052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135108948
validation[          , genome  5717] predictions:    9571/  10000 (95.71%), best:    9649/10000 (96.49%), error:      1448.34119, best error:      1214.89246 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.0728683472s, input_fired_time: 1.0322858095, output_fired_time: 0.6526290774, propagate_forward_time: 25.5621948242, propagate_backward_time: 35.0380630493, weight_update_time: 0.0663401112, other_time: 1.7876930237
epoch time: 5.5264444351s, input_fired_time: 0.1061332449, output_fired_time: 0.0000000000, propagate_forward_time: 5.1090283394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112826347
validation[          , genome  5717] predictions:    9585/  10000 (95.85%), best:    9649/10000 (96.49%), error:      1438.64905, best error:      1214.89246 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.0689468384s, input_fired_time: 1.0347096920, output_fired_time: 0.6509220600, propagate_forward_time: 25.6261901855, propagate_backward_time: 34.9745941162, weight_update_time: 0.0663132071, other_time: 1.7825317383
epoch time: 5.5308227539s, input_fired_time: 0.1081315726, output_fired_time: 0.0000000000, propagate_forward_time: 5.1095499992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131413460
validation[          , genome  5717] predictions:    9629/  10000 (96.29%), best:    9649/10000 (96.49%), error:      1227.46448, best error:      1214.89246 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 63.9418334961s, input_fired_time: 1.0326972008, output_fired_time: 0.6493405104, propagate_forward_time: 25.5457553864, propagate_backward_time: 34.9409484863, weight_update_time: 0.0658367053, other_time: 1.7730941772
epoch time: 5.5353288651s, input_fired_time: 0.1083505824, output_fired_time: 0.0000000000, propagate_forward_time: 5.1123304367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146476746
validation[          , genome  5717] predictions:    9566/  10000 (95.66%), best:    9649/10000 (96.49%), error:      1397.51538, best error:      1214.89246 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 67.2609558105s, input_fired_time: 1.0684628487, output_fired_time: 0.6777639985, propagate_forward_time: 26.9421501160, propagate_backward_time: 36.6590690613, weight_update_time: 0.0694874302, other_time: 1.9135055542
epoch time: 6.1034765244s, input_fired_time: 0.1195389181, output_fired_time: 0.0000000000, propagate_forward_time: 5.6347823143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491554260
validation[          , genome  5717] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1134.73035, best error:      1134.73035 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.6195526123s, input_fired_time: 1.0672647953, output_fired_time: 0.6795814037, propagate_forward_time: 27.0717315674, propagate_backward_time: 36.8567199707, weight_update_time: 0.0696129799, other_time: 1.9442520142
epoch time: 6.0310230255s, input_fired_time: 0.1174609810, output_fired_time: 0.0000000000, propagate_forward_time: 5.5680375099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455243111
validation[          , genome  5717] predictions:    9645/  10000 (96.45%), best:    9638/10000 (96.38%), error:      1194.86743, best error:      1134.73035 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.2713012695s, input_fired_time: 1.0675433874, output_fired_time: 0.6770572066, propagate_forward_time: 26.9024677277, propagate_backward_time: 36.6879158020, weight_update_time: 0.0690656230, other_time: 1.9363212585
epoch time: 5.9312386513s, input_fired_time: 0.1150466278, output_fired_time: 0.0000000000, propagate_forward_time: 5.4834737778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327183723
validation[          , genome  5717] predictions:    9636/  10000 (96.36%), best:    9638/10000 (96.38%), error:      1208.53284, best error:      1134.73035 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.8684997559s, input_fired_time: 1.0524787903, output_fired_time: 0.6644886136, propagate_forward_time: 26.3468799591, propagate_backward_time: 35.9816360474, weight_update_time: 0.0689232126, other_time: 1.8230209351
epoch time: 5.5252733231s, input_fired_time: 0.1069243774, output_fired_time: 0.0000000000, propagate_forward_time: 5.1099658012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083829880
validation[          , genome  5717] predictions:    9631/  10000 (96.31%), best:    9638/10000 (96.38%), error:      1200.53735, best error:      1134.73035 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.4147415161s, input_fired_time: 1.0322558880, output_fired_time: 0.6506526470, propagate_forward_time: 25.7608718872, propagate_backward_time: 35.2076568604, weight_update_time: 0.0707846284, other_time: 1.7633018494
epoch time: 5.5201625824s, input_fired_time: 0.1072027832, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040353775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089241982
validation[          , genome  5717] predictions:    9653/  10000 (96.53%), best:    9638/10000 (96.38%), error:      1143.37000, best error:      1134.73035 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 63.9063835144s, input_fired_time: 1.0205936432, output_fired_time: 0.6468799114, propagate_forward_time: 25.5194454193, propagate_backward_time: 34.9725494385, weight_update_time: 0.0708187968, other_time: 1.7469100952
epoch time: 5.5227093697s, input_fired_time: 0.1055218577, output_fired_time: 0.0000000000, propagate_forward_time: 5.1078209877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093667030
validation[          , genome  5717] predictions:    9679/  10000 (96.79%), best:    9679/10000 (96.79%), error:      1060.12769, best error:      1060.12769 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 64.2304611206s, input_fired_time: 1.0250345469, output_fired_time: 0.6514267325, propagate_forward_time: 25.6194381714, propagate_backward_time: 35.1707038879, weight_update_time: 0.0710579827, other_time: 1.7638549805
epoch time: 5.5985155106s, input_fired_time: 0.1088325009, output_fired_time: 0.0000000000, propagate_forward_time: 5.1730618477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166213036
validation[          , genome  5717] predictions:    9565/  10000 (95.65%), best:    9679/10000 (96.79%), error:      1438.40747, best error:      1060.12769 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.6230239868s, input_fired_time: 1.0317754745, output_fired_time: 0.6540390849, propagate_forward_time: 25.7831249237, propagate_backward_time: 35.3884429932, weight_update_time: 0.0712368712, other_time: 1.7656402588
epoch time: 5.5232448578s, input_fired_time: 0.1090935469, output_fired_time: 0.0000000000, propagate_forward_time: 5.1042604446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098907471
validation[          , genome  5717] predictions:    9685/  10000 (96.85%), best:    9679/10000 (96.79%), error:      1062.00134, best error:      1060.12769 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.3432312012s, input_fired_time: 1.0311932564, output_fired_time: 0.6515395641, propagate_forward_time: 25.6967430115, propagate_backward_time: 35.1918563843, weight_update_time: 0.0712042898, other_time: 1.7719001770
epoch time: 5.5299630165s, input_fired_time: 0.1065607071, output_fired_time: 0.0000000000, propagate_forward_time: 5.1069378853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164644241
validation[          , genome  5717] predictions:    9619/  10000 (96.19%), best:    9679/10000 (96.79%), error:      1263.78040, best error:      1060.12769 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.1008911133s, input_fired_time: 1.0373467207, output_fired_time: 0.6558868885, propagate_forward_time: 26.0364856720, propagate_backward_time: 35.5804443359, weight_update_time: 0.0712786764, other_time: 1.7907257080
epoch time: 5.7795319557s, input_fired_time: 0.1092510819, output_fired_time: 0.0000000000, propagate_forward_time: 5.3511738777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191070557
validation[          , genome  5717] predictions:    9643/  10000 (96.43%), best:    9679/10000 (96.79%), error:      1121.53186, best error:      1060.12769 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.4752655029s, input_fired_time: 1.0323977470, output_fired_time: 0.6521174908, propagate_forward_time: 25.7792091370, propagate_backward_time: 35.2350692749, weight_update_time: 0.0712317675, other_time: 1.7764701843
epoch time: 5.5339970589s, input_fired_time: 0.1093056053, output_fired_time: 0.0000000000, propagate_forward_time: 5.1153922081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092994690
validation[          , genome  5717] predictions:    9655/  10000 (96.55%), best:    9679/10000 (96.79%), error:      1154.72437, best error:      1060.12769 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.0266036987s, input_fired_time: 1.0359948874, output_fired_time: 0.6486039162, propagate_forward_time: 25.5595912933, propagate_backward_time: 35.0200157166, weight_update_time: 0.0709386319, other_time: 1.7623939514
epoch time: 5.5403017998s, input_fired_time: 0.1110547855, output_fired_time: 0.0000000000, propagate_forward_time: 5.1119704247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172764778
validation[          , genome  5717] predictions:    9442/  10000 (94.42%), best:    9679/10000 (96.79%), error:      1765.49475, best error:      1060.12769 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 65.1527557373s, input_fired_time: 1.0482358932, output_fired_time: 0.6576666832, propagate_forward_time: 26.0324401855, propagate_backward_time: 35.6312065125, weight_update_time: 0.0713360831, other_time: 1.7832107544
epoch time: 5.5261931419s, input_fired_time: 0.1104845405, output_fired_time: 0.0000000000, propagate_forward_time: 5.1056723595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100361824
validation[          , genome  5717] predictions:    9610/  10000 (96.10%), best:    9679/10000 (96.79%), error:      1248.75366, best error:      1060.12769 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.2036972046s, input_fired_time: 1.0375281572, output_fired_time: 0.6505339146, propagate_forward_time: 25.6350574493, propagate_backward_time: 35.1252212524, weight_update_time: 0.0704746544, other_time: 1.7553558350
epoch time: 5.5263061523s, input_fired_time: 0.1095527485, output_fired_time: 0.0000000000, propagate_forward_time: 5.1083259583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084273338
validation[          , genome  5717] predictions:    9661/  10000 (96.61%), best:    9679/10000 (96.79%), error:      1135.25232, best error:      1060.12769 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 66.9807891846s, input_fired_time: 1.0601465702, output_fired_time: 0.6756753922, propagate_forward_time: 26.8879871368, propagate_backward_time: 36.5385322571, weight_update_time: 0.0723008439, other_time: 1.8184471130
epoch time: 5.8701543808s, input_fired_time: 0.1176308244, output_fired_time: 0.0000000000, propagate_forward_time: 5.4246354103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278880119
validation[          , genome  5717] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1052.96436, best error:      1052.96436 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.1661071777s, input_fired_time: 1.0580545664, output_fired_time: 0.6731269956, propagate_forward_time: 26.4522781372, propagate_backward_time: 36.1489906311, weight_update_time: 0.0699115768, other_time: 1.8336601257
epoch time: 5.5396661758s, input_fired_time: 0.1125604138, output_fired_time: 0.0000000000, propagate_forward_time: 5.1056008339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215050697
validation[          , genome  5717] predictions:    9641/  10000 (96.41%), best:    9678/10000 (96.78%), error:      1164.95081, best error:      1052.96436 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.7571716309s, input_fired_time: 1.0436284542, output_fired_time: 0.6557226181, propagate_forward_time: 25.8917007446, propagate_backward_time: 35.3790245056, weight_update_time: 0.0696382597, other_time: 1.7870941162
epoch time: 5.5212721825s, input_fired_time: 0.1060031950, output_fired_time: 0.0000000000, propagate_forward_time: 5.1057028770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095660210
validation[          , genome  5717] predictions:    9643/  10000 (96.43%), best:    9678/10000 (96.78%), error:      1195.99072, best error:      1052.96436 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.0371398926s, input_fired_time: 1.0275651217, output_fired_time: 0.6467273831, propagate_forward_time: 25.5895938873, propagate_backward_time: 35.0295486450, weight_update_time: 0.0702880025, other_time: 1.7437057495
epoch time: 5.5336565971s, input_fired_time: 0.1123515368, output_fired_time: 0.0000000000, propagate_forward_time: 5.1073079109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3139972687
validation[          , genome  5717] predictions:    9629/  10000 (96.29%), best:    9678/10000 (96.78%), error:      1246.40100, best error:      1052.96436 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 68.4038925171s, input_fired_time: 1.0702154636, output_fired_time: 0.6821798682, propagate_forward_time: 27.4834136963, propagate_backward_time: 37.2984085083, weight_update_time: 0.0714666620, other_time: 1.8696746826
epoch time: 8.4291496277s, input_fired_time: 0.1470157653, output_fired_time: 0.0000000000, propagate_forward_time: 7.8451704979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369635582
validation[          , genome  5717] predictions:    9654/  10000 (96.54%), best:    9678/10000 (96.78%), error:      1126.11292, best error:      1052.96436 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.7295684814s, input_fired_time: 1.0331877470, output_fired_time: 0.6533482075, propagate_forward_time: 25.8758411407, propagate_backward_time: 35.4222793579, weight_update_time: 0.0659138188, other_time: 1.7449111938
epoch time: 5.7111086845s, input_fired_time: 0.1102915928, output_fired_time: 0.0000000000, propagate_forward_time: 5.2812910080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195261955
validation[          , genome  5717] predictions:    9671/  10000 (96.71%), best:    9678/10000 (96.78%), error:      1092.97253, best error:      1052.96436 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 65.2921752930s, input_fired_time: 1.0384323597, output_fired_time: 0.6587622762, propagate_forward_time: 26.1574211121, propagate_backward_time: 35.6773071289, weight_update_time: 0.0665094107, other_time: 1.7602539062
epoch time: 5.6270198822s, input_fired_time: 0.1088514477, output_fired_time: 0.0000000000, propagate_forward_time: 5.2027988434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153696060
validation[          , genome  5717] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1034.07825, best error:      1034.07825 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.2778625488s, input_fired_time: 1.0559140444, output_fired_time: 0.6777334809, propagate_forward_time: 26.9928379059, propagate_backward_time: 36.7463417053, weight_update_time: 0.0684328154, other_time: 1.8050346375
epoch time: 6.2861514091s, input_fired_time: 0.1201706603, output_fired_time: 0.0000000000, propagate_forward_time: 5.8193039894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466768265
validation[          , genome  5717] predictions:    9593/  10000 (95.93%), best:    9672/10000 (96.72%), error:      1292.02551, best error:      1034.07825 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 66.3408737183s, input_fired_time: 1.0531511307, output_fired_time: 0.6680072546, propagate_forward_time: 26.5484809875, propagate_backward_time: 36.2777175903, weight_update_time: 0.0686075464, other_time: 1.7935142517
epoch time: 5.5223369598s, input_fired_time: 0.1075650156, output_fired_time: 0.0000000000, propagate_forward_time: 5.1052799225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094921112
validation[          , genome  5717] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:      1013.94366, best error:      1013.94366 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 65.1380233765s, input_fired_time: 1.0406556129, output_fired_time: 0.6561473012, propagate_forward_time: 26.0646648407, propagate_backward_time: 35.6293792725, weight_update_time: 0.0666998923, other_time: 1.7471771240
epoch time: 5.5239286423s, input_fired_time: 0.1074658707, output_fired_time: 0.0000000000, propagate_forward_time: 5.1091747284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072881699
validation[          , genome  5717] predictions:    9645/  10000 (96.45%), best:    9713/10000 (97.13%), error:      1173.27173, best error:      1013.94366 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 63.9277076721s, input_fired_time: 1.0264625549, output_fired_time: 0.6465522051, propagate_forward_time: 25.5503292084, propagate_backward_time: 34.9832496643, weight_update_time: 0.0655166283, other_time: 1.7211112976
epoch time: 5.5186295509s, input_fired_time: 0.1050685570, output_fired_time: 0.0000000000, propagate_forward_time: 5.1061935425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073673248
validation[          , genome  5717] predictions:    9692/  10000 (96.92%), best:    9713/10000 (97.13%), error:      1041.03113, best error:      1013.94366 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.0742340088s, input_fired_time: 1.0310057402, output_fired_time: 0.6488630176, propagate_forward_time: 25.6117858887, propagate_backward_time: 35.0580673218, weight_update_time: 0.0654591173, other_time: 1.7245101929
epoch time: 5.5428137779s, input_fired_time: 0.1104559898, output_fired_time: 0.0000000000, propagate_forward_time: 5.1209301949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114275932
validation[          , genome  5717] predictions:    9678/  10000 (96.78%), best:    9713/10000 (97.13%), error:      1057.56238, best error:      1013.94366 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 66.7366256714s, input_fired_time: 1.0702924728, output_fired_time: 0.6751530766, propagate_forward_time: 26.7585144043, propagate_backward_time: 36.3875350952, weight_update_time: 0.0702415258, other_time: 1.8451309204
epoch time: 5.5303311348s, input_fired_time: 0.1085335985, output_fired_time: 0.0000000000, propagate_forward_time: 5.1119327545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098649979
validation[          , genome  5717] predictions:    9686/  10000 (96.86%), best:    9686/10000 (96.86%), error:       996.13177, best error:       996.13177 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 67.8467025757s, input_fired_time: 1.0716435909, output_fired_time: 0.6806098223, propagate_forward_time: 27.2329425812, propagate_backward_time: 37.0196914673, weight_update_time: 0.0692355633, other_time: 1.8418197632
epoch time: 5.7837867737s, input_fired_time: 0.1159677878, output_fired_time: 0.0000000000, propagate_forward_time: 5.3314747810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363442421
validation[          , genome  5717] predictions:    9671/  10000 (96.71%), best:    9686/10000 (96.86%), error:      1091.48303, best error:       996.13177 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.4877319336s, input_fired_time: 1.0533720255, output_fired_time: 0.6644065380, propagate_forward_time: 26.2024650574, propagate_backward_time: 35.7865486145, weight_update_time: 0.0666293278, other_time: 1.7809371948
epoch time: 5.5256648064s, input_fired_time: 0.1070472598, output_fired_time: 0.0000000000, propagate_forward_time: 5.1095461845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090715408
validation[          , genome  5717] predictions:    9624/  10000 (96.24%), best:    9686/10000 (96.86%), error:      1250.41077, best error:       996.13177 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.3760147095s, input_fired_time: 1.0389723778, output_fired_time: 0.6515371203, propagate_forward_time: 25.7407226562, propagate_backward_time: 35.1962203979, weight_update_time: 0.0658533424, other_time: 1.7485618591
epoch time: 5.5196847916s, input_fired_time: 0.1058167219, output_fired_time: 0.0000000000, propagate_forward_time: 5.1049690247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088989258
validation[          , genome  5717] predictions:    9679/  10000 (96.79%), best:    9686/10000 (96.86%), error:      1062.42444, best error:       996.13177 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.1371841431s, input_fired_time: 1.0314301252, output_fired_time: 0.6505889297, propagate_forward_time: 25.6385746002, propagate_backward_time: 35.0809059143, weight_update_time: 0.0658235848, other_time: 1.7356834412
epoch time: 5.6156964302s, input_fired_time: 0.1130880564, output_fired_time: 0.0000000000, propagate_forward_time: 5.1829066277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197016716
validation[          , genome  5717] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       994.31781, best error:       994.31781 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.8826103210s, input_fired_time: 1.0263341665, output_fired_time: 0.6460317373, propagate_forward_time: 25.5325832367, propagate_backward_time: 34.9566268921, weight_update_time: 0.0652972236, other_time: 1.7210388184
epoch time: 5.5196270943s, input_fired_time: 0.1087496802, output_fired_time: 0.0000000000, propagate_forward_time: 5.1042900085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065872192
validation[          , genome  5717] predictions:    9649/  10000 (96.49%), best:    9699/10000 (96.99%), error:      1172.30066, best error:       994.31781 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 63.8808441162s, input_fired_time: 1.0289503336, output_fired_time: 0.6457455754, propagate_forward_time: 25.5424957275, propagate_backward_time: 34.9486961365, weight_update_time: 0.0652944371, other_time: 1.7149581909
epoch time: 5.5184521675s, input_fired_time: 0.1076284945, output_fired_time: 0.0000000000, propagate_forward_time: 5.1048998833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059239388
validation[          , genome  5717] predictions:    9707/  10000 (97.07%), best:    9699/10000 (96.99%), error:      1002.21484, best error:       994.31781 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.8916397095s, input_fired_time: 1.0264430046, output_fired_time: 0.6472919583, propagate_forward_time: 25.5316047668, propagate_backward_time: 34.9642906189, weight_update_time: 0.0653774813, other_time: 1.7220077515
epoch time: 5.6124405861s, input_fired_time: 0.1120765805, output_fired_time: 0.0000000000, propagate_forward_time: 5.1843943596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159694672
validation[          , genome  5717] predictions:    9673/  10000 (96.73%), best:    9699/10000 (96.99%), error:      1043.66992, best error:       994.31781 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.2530670166s, input_fired_time: 1.0341068506, output_fired_time: 0.6519279480, propagate_forward_time: 25.6691703796, propagate_backward_time: 35.1521339417, weight_update_time: 0.0660557523, other_time: 1.7457275391
epoch time: 5.5258607864s, input_fired_time: 0.1103193834, output_fired_time: 0.0000000000, propagate_forward_time: 5.1072173119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083238602
validation[          , genome  5717] predictions:    9659/  10000 (96.59%), best:    9699/10000 (96.99%), error:      1129.67065, best error:       994.31781 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.9608535767s, input_fired_time: 1.0333772898, output_fired_time: 0.6484978199, propagate_forward_time: 25.5513763428, propagate_backward_time: 34.9952316284, weight_update_time: 0.0654305667, other_time: 1.7323684692
epoch time: 5.5222191811s, input_fired_time: 0.1063380390, output_fired_time: 0.0000000000, propagate_forward_time: 5.1081018448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077793121
validation[          , genome  5717] predictions:    9673/  10000 (96.73%), best:    9699/10000 (96.99%), error:      1114.44849, best error:       994.31781 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 67.2744674683s, input_fired_time: 1.0669925213, output_fired_time: 0.6766190529, propagate_forward_time: 26.9637870789, propagate_backward_time: 36.7302093506, weight_update_time: 0.0692884102, other_time: 1.8368568420
epoch time: 5.8229575157s, input_fired_time: 0.1170203611, output_fired_time: 0.0000000000, propagate_forward_time: 5.3712368011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347005844
validation[          , genome  5717] predictions:    9687/  10000 (96.87%), best:    9699/10000 (96.99%), error:      1057.89612, best error:       994.31781 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.0156326294s, input_fired_time: 1.0286554098, output_fired_time: 0.6482858658, propagate_forward_time: 25.5813674927, propagate_backward_time: 35.0011253357, weight_update_time: 0.0657645911, other_time: 1.7561988831
epoch time: 5.5238122940s, input_fired_time: 0.1079271212, output_fired_time: 0.0000000000, propagate_forward_time: 5.1062455177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096394539
validation[          , genome  5717] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       965.31616, best error:       965.31616 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.9540596008s, input_fired_time: 1.0324754715, output_fired_time: 0.6479524970, propagate_forward_time: 25.5492248535, propagate_backward_time: 34.9877395630, weight_update_time: 0.0654472560, other_time: 1.7366676331
epoch time: 5.8412361145s, input_fired_time: 0.1119889393, output_fired_time: 0.0000000000, propagate_forward_time: 5.4065933228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226537704
validation[          , genome  5717] predictions:    9712/  10000 (97.12%), best:    9708/10000 (97.08%), error:       999.62061, best error:       965.31616 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.4029388428s, input_fired_time: 1.0430976152, output_fired_time: 0.6676626205, propagate_forward_time: 26.1875228882, propagate_backward_time: 35.7526245117, weight_update_time: 0.0667838156, other_time: 1.7520294189
epoch time: 6.5276870728s, input_fired_time: 0.1250597686, output_fired_time: 0.0000000000, propagate_forward_time: 6.0414924622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611350060
validation[          , genome  5717] predictions:    9665/  10000 (96.65%), best:    9708/10000 (97.08%), error:      1109.92297, best error:       965.31616 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.1529006958s, input_fired_time: 1.0284857750, output_fired_time: 0.6474932432, propagate_forward_time: 25.6537857056, propagate_backward_time: 35.1119232178, weight_update_time: 0.0656076074, other_time: 1.7112159729
epoch time: 5.5121259689s, input_fired_time: 0.1046795025, output_fired_time: 0.0000000000, propagate_forward_time: 5.1027212143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047251701
validation[          , genome  5717] predictions:    9664/  10000 (96.64%), best:    9708/10000 (97.08%), error:      1130.14441, best error:       965.31616 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.1181182861s, input_fired_time: 1.0296487808, output_fired_time: 0.6466238499, propagate_forward_time: 25.6403713226, propagate_backward_time: 35.0892715454, weight_update_time: 0.0654407367, other_time: 1.7122039795
epoch time: 5.5235714912s, input_fired_time: 0.1047034487, output_fired_time: 0.0000000000, propagate_forward_time: 5.1151356697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037323952
validation[          , genome  5717] predictions:    9699/  10000 (96.99%), best:    9708/10000 (97.08%), error:      1046.86938, best error:       965.31616 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.3644104004s, input_fired_time: 1.0283973217, output_fired_time: 0.6504672766, propagate_forward_time: 25.7269878387, propagate_backward_time: 35.2402839661, weight_update_time: 0.0657839328, other_time: 1.7182731628
epoch time: 5.5445895195s, input_fired_time: 0.1131665707, output_fired_time: 0.0000000000, propagate_forward_time: 5.1195869446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118362427
validation[          , genome  5717] predictions:    9676/  10000 (96.76%), best:    9708/10000 (97.08%), error:      1053.35901, best error:       965.31616 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 63.8978843689s, input_fired_time: 1.0332446098, output_fired_time: 0.6480323076, propagate_forward_time: 25.5363845825, propagate_backward_time: 34.9576644897, weight_update_time: 0.0653256178, other_time: 1.7225570679
epoch time: 5.5204076767s, input_fired_time: 0.1079505607, output_fired_time: 0.0000000000, propagate_forward_time: 5.1054735184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069834709
validation[          , genome  5717] predictions:    9699/  10000 (96.99%), best:    9708/10000 (97.08%), error:      1037.50586, best error:       965.31616 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.9270362854s, input_fired_time: 1.0325400829, output_fired_time: 0.6473924518, propagate_forward_time: 25.5378761292, propagate_backward_time: 34.9878120422, weight_update_time: 0.0653058663, other_time: 1.7214164734
epoch time: 5.5222244263s, input_fired_time: 0.1087319776, output_fired_time: 0.0000000000, propagate_forward_time: 5.1058020592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076906204
validation[          , genome  5717] predictions:    9692/  10000 (96.92%), best:    9708/10000 (97.08%), error:      1053.52661, best error:       965.31616 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 63.8776741028s, input_fired_time: 1.0356129408, output_fired_time: 0.6467810869, propagate_forward_time: 25.5247936249, propagate_backward_time: 34.9494667053, weight_update_time: 0.0652900338, other_time: 1.7210197449
epoch time: 5.5391664505s, input_fired_time: 0.1115857810, output_fired_time: 0.0000000000, propagate_forward_time: 5.1083998680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191809654
validation[          , genome  5717] predictions:    9631/  10000 (96.31%), best:    9708/10000 (97.08%), error:      1252.74597, best error:       965.31616 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 66.9640808105s, input_fired_time: 1.0686976910, output_fired_time: 0.6734149456, propagate_forward_time: 26.8615798950, propagate_backward_time: 36.5322456360, weight_update_time: 0.0683091953, other_time: 1.8281440735
epoch time: 5.5241312981s, input_fired_time: 0.1080641747, output_fired_time: 0.0000000000, propagate_forward_time: 5.1066021919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094649315
validation[          , genome  5717] predictions:    9662/  10000 (96.62%), best:    9708/10000 (97.08%), error:      1086.97058, best error:       965.31616 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.9203643799s, input_fired_time: 1.0387886763, output_fired_time: 0.6473973393, propagate_forward_time: 25.5494060516, propagate_backward_time: 34.9460830688, weight_update_time: 0.0652779192, other_time: 1.7386932373
epoch time: 5.5256400108s, input_fired_time: 0.1088319123, output_fired_time: 0.0000000000, propagate_forward_time: 5.1078162193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089919090
validation[          , genome  5717] predictions:    9647/  10000 (96.47%), best:    9708/10000 (97.08%), error:      1120.88672, best error:       965.31616 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.9358520508s, input_fired_time: 1.0395652056, output_fired_time: 0.6480256915, propagate_forward_time: 25.5450992584, propagate_backward_time: 34.9659385681, weight_update_time: 0.0652776361, other_time: 1.7372245789
epoch time: 5.5397620201s, input_fired_time: 0.1128039062, output_fired_time: 0.0000000000, propagate_forward_time: 5.1110849380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3158731461
validation[          , genome  5717] predictions:    9705/  10000 (97.05%), best:    9708/10000 (97.08%), error:       999.95844, best error:       965.31616 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 63.9627227783s, input_fired_time: 1.0374861956, output_fired_time: 0.6482979655, propagate_forward_time: 25.5718078613, propagate_backward_time: 34.9770469666, weight_update_time: 0.0652973950, other_time: 1.7280845642
epoch time: 5.5191216469s, input_fired_time: 0.1088833436, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040945053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3061437607
validation[          , genome  5717] predictions:    9679/  10000 (96.79%), best:    9708/10000 (97.08%), error:      1087.34705, best error:       965.31616 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.8780860901s, input_fired_time: 1.0294204950, output_fired_time: 0.6449047923, propagate_forward_time: 25.5494003296, propagate_backward_time: 34.9508666992, weight_update_time: 0.0652297810, other_time: 1.7034950256
epoch time: 5.5164351463s, input_fired_time: 0.1077502891, output_fired_time: 0.0000000000, propagate_forward_time: 5.1023912430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062934875
validation[          , genome  5717] predictions:    9683/  10000 (96.83%), best:    9708/10000 (97.08%), error:       990.44757, best error:       965.31616 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 63.8686523438s, input_fired_time: 1.0271749496, output_fired_time: 0.6448583603, propagate_forward_time: 25.5231533051, propagate_backward_time: 34.9707069397, weight_update_time: 0.0652385354, other_time: 1.7027549744
epoch time: 5.5311260223s, input_fired_time: 0.1135270968, output_fired_time: 0.0000000000, propagate_forward_time: 5.1066484451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3109502792
validation[          , genome  5717] predictions:    9703/  10000 (97.03%), best:    9708/10000 (97.08%), error:      1019.23206, best error:       965.31616 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.0631713867s, input_fired_time: 1.0307552814, output_fired_time: 0.6464375854, propagate_forward_time: 25.6140804291, propagate_backward_time: 35.0668640137, weight_update_time: 0.0654785559, other_time: 1.7050323486
epoch time: 5.5153188705s, input_fired_time: 0.1077499986, output_fired_time: 0.0000000000, propagate_forward_time: 5.1025838852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3049850464
validation[          , genome  5717] predictions:    9699/  10000 (96.99%), best:    9708/10000 (97.08%), error:      1035.81140, best error:       965.31616 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.8857498169s, input_fired_time: 1.0346894264, output_fired_time: 0.6448951960, propagate_forward_time: 25.5304031372, propagate_backward_time: 34.9743003845, weight_update_time: 0.0652859882, other_time: 1.7014617920
epoch time: 5.5150756836s, input_fired_time: 0.1081051826, output_fired_time: 0.0000000000, propagate_forward_time: 5.1025261879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044443130
validation[          , genome  5717] predictions:    9696/  10000 (96.96%), best:    9708/10000 (97.08%), error:      1054.63684, best error:       965.31616 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 63.9049072266s, input_fired_time: 1.0278182030, output_fired_time: 0.6456429362, propagate_forward_time: 25.5317726135, propagate_backward_time: 34.9975700378, weight_update_time: 0.0653227121, other_time: 1.7021064758
epoch time: 5.6752262115s, input_fired_time: 0.1140541583, output_fired_time: 0.0000000000, propagate_forward_time: 5.2439026833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172693253
validation[          , genome  5717] predictions:    9672/  10000 (96.72%), best:    9708/10000 (97.08%), error:      1076.33752, best error:       965.31616 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.0846633911s, input_fired_time: 1.0288817883, output_fired_time: 0.6481513381, propagate_forward_time: 25.5994510651, propagate_backward_time: 35.0744285583, weight_update_time: 0.0653642714, other_time: 1.7337532043
epoch time: 5.8665904999s, input_fired_time: 0.1117387637, output_fired_time: 0.0000000000, propagate_forward_time: 5.4265499115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283019066
validation[          , genome  5717] predictions:    9694/  10000 (96.94%), best:    9708/10000 (97.08%), error:      1064.53235, best error:       965.31616 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.3605422974s, input_fired_time: 1.0406450033, output_fired_time: 0.6498890519, propagate_forward_time: 25.7303504944, propagate_backward_time: 35.1917991638, weight_update_time: 0.0658163354, other_time: 1.7478561401
epoch time: 5.5260210037s, input_fired_time: 0.1089608446, output_fired_time: 0.0000000000, propagate_forward_time: 5.1083993912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086609840
validation[          , genome  5717] predictions:    9660/  10000 (96.60%), best:    9708/10000 (97.08%), error:      1125.38623, best error:       965.31616 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.8661041260s, input_fired_time: 1.0330743790, output_fired_time: 0.6449618936, propagate_forward_time: 25.5298919678, propagate_backward_time: 34.9471054077, weight_update_time: 0.0653339401, other_time: 1.7110710144
epoch time: 5.5279488564s, input_fired_time: 0.1109027863, output_fired_time: 0.0000000000, propagate_forward_time: 5.1070055962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100404739
validation[          , genome  5717] predictions:    9652/  10000 (96.52%), best:    9708/10000 (97.08%), error:      1180.07678, best error:       965.31616 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 63.8589210510s, input_fired_time: 1.0322051048, output_fired_time: 0.6447339058, propagate_forward_time: 25.5384750366, propagate_backward_time: 34.9269752502, weight_update_time: 0.0653123632, other_time: 1.7165336609
epoch time: 5.5199341774s, input_fired_time: 0.1080309302, output_fired_time: 0.0000000000, propagate_forward_time: 5.1047978401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071055412
validation[          , genome  5717] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:      1030.60876, best error:       965.31616 on epoch:    55, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.8455047607s, input_fired_time: 1.0367994308, output_fired_time: 0.6443805099, propagate_forward_time: 25.5313224792, propagate_backward_time: 34.9281311035, weight_update_time: 0.0652996004, other_time: 1.7048721313
epoch time: 5.5156645775s, input_fired_time: 0.1063334867, output_fired_time: 0.0000000000, propagate_forward_time: 5.1042976379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050336838
validation[          , genome  5717] predictions:    9610/  10000 (96.10%), best:    9708/10000 (97.08%), error:      1205.13892, best error:       965.31616 on epoch:    55, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 63.8242835999s, input_fired_time: 1.0326758623, output_fired_time: 0.6441388726, propagate_forward_time: 25.5212268829, propagate_backward_time: 34.9224548340, weight_update_time: 0.0651677251, other_time: 1.7037887573
epoch time: 5.5255575180s, input_fired_time: 0.1128881201, output_fired_time: 0.0000000000, propagate_forward_time: 5.1048111916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078579903
validation[          , genome  5717] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       949.69214, best error:       949.69214 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 63.8317413330s, input_fired_time: 1.0343134403, output_fired_time: 0.6448273063, propagate_forward_time: 25.5212497711, propagate_backward_time: 34.9255523682, weight_update_time: 0.0650238767, other_time: 1.7057952881
epoch time: 5.5215220451s, input_fired_time: 0.1093569770, output_fired_time: 0.0000000000, propagate_forward_time: 5.1043815613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077836037
validation[          , genome  5717] predictions:    9710/  10000 (97.10%), best:    9712/10000 (97.12%), error:      1005.74054, best error:       949.69214 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 63.8401718140s, input_fired_time: 1.0326842070, output_fired_time: 0.6459466815, propagate_forward_time: 25.5224533081, propagate_backward_time: 34.9310340881, weight_update_time: 0.0650314838, other_time: 1.7080535889
epoch time: 5.5142006874s, input_fired_time: 0.1095482931, output_fired_time: 0.0000000000, propagate_forward_time: 5.1008749008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037776947
validation[          , genome  5717] predictions:    9698/  10000 (96.98%), best:    9712/10000 (97.12%), error:      1024.87402, best error:       949.69214 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.9469032288s, input_fired_time: 1.0390728712, output_fired_time: 0.6469702125, propagate_forward_time: 25.5538730621, propagate_backward_time: 34.9907875061, weight_update_time: 0.0651099682, other_time: 1.7161979675
epoch time: 5.5179014206s, input_fired_time: 0.1081562266, output_fired_time: 0.0000000000, propagate_forward_time: 5.1033892632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063559532
validation[          , genome  5717] predictions:    9700/  10000 (97.00%), best:    9712/10000 (97.12%), error:      1036.05762, best error:       949.69214 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.4974594116s, input_fired_time: 1.0393644571, output_fired_time: 0.6506089568, propagate_forward_time: 25.7681598663, propagate_backward_time: 35.3059158325, weight_update_time: 0.0660162792, other_time: 1.7334136963
epoch time: 5.5251474380s, input_fired_time: 0.1124697551, output_fired_time: 0.0000000000, propagate_forward_time: 5.1036200523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090577126
validation[          , genome  5717] predictions:    9697/  10000 (96.97%), best:    9712/10000 (97.12%), error:      1011.78027, best error:       949.69214 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.9166564941s, input_fired_time: 1.0512189865, output_fired_time: 0.6562396884, propagate_forward_time: 25.9509830475, propagate_backward_time: 35.4923553467, weight_update_time: 0.0661138222, other_time: 1.7658615112
epoch time: 5.5368728638s, input_fired_time: 0.1098312438, output_fired_time: 0.0000000000, propagate_forward_time: 5.1054797173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215618134
validation[          , genome  5717] predictions:    9683/  10000 (96.83%), best:    9712/10000 (97.12%), error:      1080.49731, best error:       949.69214 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 63.9674682617s, input_fired_time: 1.0400228500, output_fired_time: 0.6487879753, propagate_forward_time: 25.5600452423, propagate_backward_time: 34.9850883484, weight_update_time: 0.0652072057, other_time: 1.7335243225
epoch time: 5.5313248634s, input_fired_time: 0.1116364449, output_fired_time: 0.0000000000, propagate_forward_time: 5.1102213860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094668388
validation[          , genome  5717] predictions:    9718/  10000 (97.18%), best:    9712/10000 (97.12%), error:       958.83069, best error:       949.69214 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.5467300415s, input_fired_time: 1.0480078459, output_fired_time: 0.6559965014, propagate_forward_time: 25.7782325745, propagate_backward_time: 35.3105506897, weight_update_time: 0.0657595173, other_time: 1.7539405823
epoch time: 5.5314469337s, input_fired_time: 0.1108180210, output_fired_time: 0.0000000000, propagate_forward_time: 5.1098995209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107295036
validation[          , genome  5717] predictions:    9716/  10000 (97.16%), best:    9712/10000 (97.12%), error:       982.84979, best error:       949.69214 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.2671203613s, input_fired_time: 1.0419433117, output_fired_time: 0.6551449299, propagate_forward_time: 25.6545696259, propagate_backward_time: 35.1771469116, weight_update_time: 0.0654027686, other_time: 1.7383193970
epoch time: 5.5250382423s, input_fired_time: 0.1088763624, output_fired_time: 0.0000000000, propagate_forward_time: 5.1070742607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090877533
validation[          , genome  5717] predictions:    9718/  10000 (97.18%), best:    9712/10000 (97.12%), error:       971.81702, best error:       949.69214 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.1169204712s, input_fired_time: 1.0441426039, output_fired_time: 0.6530306339, propagate_forward_time: 25.5407543182, propagate_backward_time: 35.1536331177, weight_update_time: 0.0651156604, other_time: 1.7253570557
epoch time: 5.5304780006s, input_fired_time: 0.1106163636, output_fired_time: 0.0000000000, propagate_forward_time: 5.1094732285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103885651
validation[          , genome  5717] predictions:    9696/  10000 (96.96%), best:    9712/10000 (97.12%), error:      1092.92688, best error:       949.69214 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.1414031982s, input_fired_time: 1.0607912540, output_fired_time: 0.6608612537, propagate_forward_time: 25.9708557129, propagate_backward_time: 35.6845436096, weight_update_time: 0.0661740005, other_time: 1.7643508911
epoch time: 5.5794153214s, input_fired_time: 0.1123369709, output_fired_time: 0.0000000000, propagate_forward_time: 5.1533789635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136992455
validation[          , genome  5717] predictions:    9643/  10000 (96.43%), best:    9712/10000 (97.12%), error:      1205.96875, best error:       949.69214 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.0420227051s, input_fired_time: 1.0415316820, output_fired_time: 0.6494680047, propagate_forward_time: 25.5903530121, propagate_backward_time: 35.0297622681, weight_update_time: 0.0651387125, other_time: 1.7309112549
epoch time: 5.5302562714s, input_fired_time: 0.1100384369, output_fired_time: 0.0000000000, propagate_forward_time: 5.1124920845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077259064
validation[          , genome  5717] predictions:    9719/  10000 (97.19%), best:    9712/10000 (97.12%), error:       992.03809, best error:       949.69214 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.5807495117s, input_fired_time: 1.0533624887, output_fired_time: 0.6553564072, propagate_forward_time: 25.8215980530, propagate_backward_time: 35.3077011108, weight_update_time: 0.0656161830, other_time: 1.7427291870
epoch time: 5.5430288315s, input_fired_time: 0.1098287478, output_fired_time: 0.0000000000, propagate_forward_time: 5.1207914352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3124084473
validation[          , genome  5717] predictions:    9675/  10000 (96.75%), best:    9712/10000 (97.12%), error:      1119.44165, best error:       949.69214 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.3437347412s, input_fired_time: 1.0874515772, output_fired_time: 0.6761308908, propagate_forward_time: 26.8761997223, propagate_backward_time: 36.8535537720, weight_update_time: 0.0702988729, other_time: 1.8504028320
epoch time: 5.5246701241s, input_fired_time: 0.1108170971, output_fired_time: 0.0000000000, propagate_forward_time: 5.1051754951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086776733
validation[          , genome  5717] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:      1023.13727, best error:       949.69214 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.2475662231s, input_fired_time: 1.0445370674, output_fired_time: 0.6502827406, propagate_forward_time: 25.6778450012, propagate_backward_time: 35.1280059814, weight_update_time: 0.0653779358, other_time: 1.7468948364
epoch time: 5.5310273170s, input_fired_time: 0.1115728915, output_fired_time: 0.0000000000, propagate_forward_time: 5.1057453156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137092590
validation[          , genome  5717] predictions:    9705/  10000 (97.05%), best:    9712/10000 (97.12%), error:       981.57941, best error:       949.69214 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 63.9436912537s, input_fired_time: 1.0464112759, output_fired_time: 0.6474356055, propagate_forward_time: 25.5404396057, propagate_backward_time: 34.9764671326, weight_update_time: 0.0652141348, other_time: 1.7329406738
epoch time: 5.5332913399s, input_fired_time: 0.1136312187, output_fired_time: 0.0000000000, propagate_forward_time: 5.1089243889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107357025
validation[          , genome  5717] predictions:    9688/  10000 (96.88%), best:    9712/10000 (97.12%), error:      1048.93762, best error:       949.69214 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.9381980896s, input_fired_time: 1.0456629992, output_fired_time: 0.6475475430, propagate_forward_time: 25.5358791351, propagate_backward_time: 34.9749450684, weight_update_time: 0.0651712045, other_time: 1.7341613770
epoch time: 5.6644940376s, input_fired_time: 0.1125148982, output_fired_time: 0.0000000000, propagate_forward_time: 5.2335810661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183979988
validation[          , genome  5717] predictions:    9728/  10000 (97.28%), best:    9712/10000 (97.12%), error:       960.84192, best error:       949.69214 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.0526123047s, input_fired_time: 1.0383715630, output_fired_time: 0.6466977596, propagate_forward_time: 25.5907135010, propagate_backward_time: 35.0653381348, weight_update_time: 0.0654724836, other_time: 1.7114906311
epoch time: 5.5273504257s, input_fired_time: 0.1128284633, output_fired_time: 0.0000000000, propagate_forward_time: 5.1075043678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070178032
validation[          , genome  5717] predictions:    9704/  10000 (97.04%), best:    9712/10000 (97.12%), error:       980.75232, best error:       949.69214 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 63.8895988464s, input_fired_time: 1.0381947756, output_fired_time: 0.6456379294, propagate_forward_time: 25.5268287659, propagate_backward_time: 34.9774932861, weight_update_time: 0.0652036965, other_time: 1.7014427185
epoch time: 5.5244193077s, input_fired_time: 0.1129091531, output_fired_time: 0.0000000000, propagate_forward_time: 5.1048808098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066291809
validation[          , genome  5717] predictions:    9724/  10000 (97.24%), best:    9712/10000 (97.12%), error:       959.94818, best error:       949.69214 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 63.9563827515s, input_fired_time: 1.0396043062, output_fired_time: 0.6463460326, propagate_forward_time: 25.5428161621, propagate_backward_time: 35.0172195435, weight_update_time: 0.0654027537, other_time: 1.7103958130
epoch time: 5.5225167274s, input_fired_time: 0.1102820262, output_fired_time: 0.0000000000, propagate_forward_time: 5.1056900024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065447807
validation[          , genome  5717] predictions:    9709/  10000 (97.09%), best:    9712/10000 (97.12%), error:      1041.60608, best error:       949.69214 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 63.8798522949s, input_fired_time: 1.0405212641, output_fired_time: 0.6450752020, propagate_forward_time: 25.5252513885, propagate_backward_time: 34.9637641907, weight_update_time: 0.0653310344, other_time: 1.7052421570
epoch time: 5.5204734802s, input_fired_time: 0.1108525395, output_fired_time: 0.0000000000, propagate_forward_time: 5.1040587425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055620193
validation[          , genome  5717] predictions:    9729/  10000 (97.29%), best:    9712/10000 (97.12%), error:       954.60718, best error:       949.69214 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.0345993042s, input_fired_time: 1.0391916037, output_fired_time: 0.6484500766, propagate_forward_time: 25.5533180237, propagate_backward_time: 35.0943374634, weight_update_time: 0.0652644262, other_time: 1.6993026733
epoch time: 5.5278253555s, input_fired_time: 0.1091035232, output_fired_time: 0.0000000000, propagate_forward_time: 5.1148195267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039021492
validation[          , genome  5717] predictions:    9724/  10000 (97.24%), best:    9712/10000 (97.12%), error:       960.21393, best error:       949.69214 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.1136703491s, input_fired_time: 1.0418308973, output_fired_time: 0.6535729170, propagate_forward_time: 25.5938358307, propagate_backward_time: 35.1144943237, weight_update_time: 0.0652718619, other_time: 1.7099380493
epoch time: 5.5532965660s, input_fired_time: 0.1102977544, output_fired_time: 0.0000000000, propagate_forward_time: 5.1336030960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093957901
validation[          , genome  5717] predictions:    9687/  10000 (96.87%), best:    9712/10000 (97.12%), error:      1087.29614, best error:       949.69214 on epoch:    78, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 27.7248229980s, input_fired_time: 0.5706440806, output_fired_time: 0.0000000000, propagate_forward_time: 25.5820751190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5721035004
best training[          , genome  5717] predictions:   49374/  50000 (98.75%), best:    9712/10000 (97.12%), error:      2464.16528, best error:       949.69214 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.5426120758s, input_fired_time: 0.1107942313, output_fired_time: 0.0000000000, propagate_forward_time: 5.1140818596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177361488
   testing[          , genome  5717] predictions:    9728/  10000 (97.28%), best:    9712/10000 (97.12%), error:       907.30444, best error:       949.69214 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:32:34 (5562): called boinc_finish(0)

</stderr_txt>
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