Nameexact_genome_1512568488_44_6262_1
Workunit2602590
Created7 Dec 2017, 18:51:24 UTC
Sent7 Dec 2017, 18:59:05 UTC
Report deadline11 Dec 2017, 16:19:47 UTC
Received8 Dec 2017, 2:12:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID63056
Run time1 hours 53 min 30 sec
CPU time1 hours 53 min 7 sec
Validate stateValid
Credit972.35
Device peak FLOPS3.43 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.16 MB
Peak swap size151.82 MB
Peak disk usage1.08 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 61.0231437683s, input_fired_time: 0.5116589069, output_fired_time: 0.4056687951, propagate_forward_time: 22.9323749542, propagate_backward_time: 35.1352119446, weight_update_time: 0.1204569563, other_time: 2.0382270813
epoch time: 5.0099091530s, input_fired_time: 0.0590208285, output_fired_time: 0.0000000000, propagate_forward_time: 4.5903916359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604965210
validation[          , genome  6262] predictions:    9604/  10000 (96.04%), best:    9630/10000 (96.30%), error:      1251.94678, best error:      1135.58948 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 61.0355529785s, input_fired_time: 0.5097593069, output_fired_time: 0.4033824503, propagate_forward_time: 22.9730796814, propagate_backward_time: 35.1219024658, weight_update_time: 0.1197662130, other_time: 2.0274314880
epoch time: 5.0075106621s, input_fired_time: 0.0599298850, output_fired_time: 0.0000000000, propagate_forward_time: 4.5851969719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623838425
validation[          , genome  6262] predictions:    9637/  10000 (96.37%), best:    9630/10000 (96.30%), error:      1188.94275, best error:      1135.58948 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 60.9850654602s, input_fired_time: 0.5182514787, output_fired_time: 0.4012815058, propagate_forward_time: 22.9480438232, propagate_backward_time: 35.0923004150, weight_update_time: 0.1201126799, other_time: 2.0251846313
epoch time: 5.0614991188s, input_fired_time: 0.0591237433, output_fired_time: 0.0000000000, propagate_forward_time: 4.6325840950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697915077
validation[          , genome  6262] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1069.91431, best error:      1069.91431 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 62.1751823425s, input_fired_time: 0.5151858926, output_fired_time: 0.4130957425, propagate_forward_time: 23.4749832153, propagate_backward_time: 35.7293739319, weight_update_time: 0.1225487664, other_time: 2.0425415039
epoch time: 5.0942735672s, input_fired_time: 0.0596370995, output_fired_time: 0.0000000000, propagate_forward_time: 4.6677289009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669075966
validation[          , genome  6262] predictions:    9603/  10000 (96.03%), best:    9672/10000 (96.72%), error:      1203.04419, best error:      1069.91431 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.1952857971s, input_fired_time: 0.5160339475, output_fired_time: 0.4074887633, propagate_forward_time: 23.4912319183, propagate_backward_time: 35.7372932434, weight_update_time: 0.1231865659, other_time: 2.0432395935
epoch time: 5.0960340500s, input_fired_time: 0.0614337623, output_fired_time: 0.0000000000, propagate_forward_time: 4.6606373787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739628792
validation[          , genome  6262] predictions:    9609/  10000 (96.09%), best:    9672/10000 (96.72%), error:      1159.82483, best error:      1069.91431 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.2059211731s, input_fired_time: 0.5170231462, output_fired_time: 0.4065313339, propagate_forward_time: 23.4773826599, propagate_backward_time: 35.7636909485, weight_update_time: 0.1236242577, other_time: 2.0412902832
epoch time: 5.0956053734s, input_fired_time: 0.0601344146, output_fired_time: 0.0000000000, propagate_forward_time: 4.6670522690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684186935
validation[          , genome  6262] predictions:    9653/  10000 (96.53%), best:    9672/10000 (96.72%), error:      1102.91602, best error:      1069.91431 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 62.0887832642s, input_fired_time: 0.5164327621, output_fired_time: 0.4061585665, propagate_forward_time: 23.4734783173, propagate_backward_time: 35.6582145691, weight_update_time: 0.1230487674, other_time: 2.0344963074
epoch time: 5.1362228394s, input_fired_time: 0.0591106154, output_fired_time: 0.0000000000, propagate_forward_time: 4.7121920586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649201393
validation[          , genome  6262] predictions:    9635/  10000 (96.35%), best:    9672/10000 (96.72%), error:      1175.94617, best error:      1069.91431 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 62.6353721619s, input_fired_time: 0.5154566765, output_fired_time: 0.4326366782, propagate_forward_time: 23.6956310272, propagate_backward_time: 35.9377136230, weight_update_time: 0.1255675703, other_time: 2.0539321899
epoch time: 5.1688451767s, input_fired_time: 0.0591692142, output_fired_time: 0.0000000000, propagate_forward_time: 4.7416796684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679962158
validation[          , genome  6262] predictions:    9653/  10000 (96.53%), best:    9672/10000 (96.72%), error:      1171.97839, best error:      1069.91431 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 61.6690521240s, input_fired_time: 0.5147588253, output_fired_time: 0.4041509926, propagate_forward_time: 23.3123188019, propagate_backward_time: 35.4132423401, weight_update_time: 0.1199273989, other_time: 2.0245780945
epoch time: 5.0684976578s, input_fired_time: 0.0611633286, output_fired_time: 0.0000000000, propagate_forward_time: 4.6414384842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658957481
validation[          , genome  6262] predictions:    9604/  10000 (96.04%), best:    9672/10000 (96.72%), error:      1252.13586, best error:      1069.91431 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.1614875793s, input_fired_time: 0.5171848536, output_fired_time: 0.4091527760, propagate_forward_time: 23.4438247681, propagate_backward_time: 35.7460136414, weight_update_time: 0.1241433546, other_time: 2.0453109741
epoch time: 5.0932068825s, input_fired_time: 0.0610075817, output_fired_time: 0.0000000000, propagate_forward_time: 4.6616835594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705158234
validation[          , genome  6262] predictions:    9656/  10000 (96.56%), best:    9672/10000 (96.72%), error:      1124.86267, best error:      1069.91431 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 61.5773620605s, input_fired_time: 0.5147425532, output_fired_time: 0.4024394751, propagate_forward_time: 23.2076301575, propagate_backward_time: 35.4336242676, weight_update_time: 0.1213499159, other_time: 2.0189247131
epoch time: 5.0157899857s, input_fired_time: 0.0609948672, output_fired_time: 0.0000000000, propagate_forward_time: 4.5946316719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601632118
validation[          , genome  6262] predictions:    9656/  10000 (96.56%), best:    9672/10000 (96.72%), error:      1143.22290, best error:      1069.91431 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 61.0367774963s, input_fired_time: 0.5079022646, output_fired_time: 0.3983470500, propagate_forward_time: 22.9954948425, propagate_backward_time: 35.1243362427, weight_update_time: 0.1189204380, other_time: 2.0106964111
epoch time: 5.0206599236s, input_fired_time: 0.0591371059, output_fired_time: 0.0000000000, propagate_forward_time: 4.5973134041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642096519
validation[          , genome  6262] predictions:    9607/  10000 (96.07%), best:    9672/10000 (96.72%), error:      1223.09082, best error:      1069.91431 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.1801834106s, input_fired_time: 0.5095331669, output_fired_time: 0.3919821382, propagate_forward_time: 23.6780090332, propagate_backward_time: 35.6077804565, weight_update_time: 0.1178399324, other_time: 1.9928779602
epoch time: 5.2119979858s, input_fired_time: 0.0612251461, output_fired_time: 0.0000000000, propagate_forward_time: 4.7986197472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521533012
validation[          , genome  6262] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1065.53186, best error:      1065.53186 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.0765686035s, input_fired_time: 0.4995431900, output_fired_time: 0.3804449439, propagate_forward_time: 23.8112945557, propagate_backward_time: 35.4688186646, weight_update_time: 0.1152613014, other_time: 1.9164695740
epoch time: 5.2081818581s, input_fired_time: 0.0607439764, output_fired_time: 0.0000000000, propagate_forward_time: 4.8015723228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458657265
validation[          , genome  6262] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1062.84131, best error:      1062.84131 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.4952316284s, input_fired_time: 0.5033427477, output_fired_time: 0.3848176003, propagate_forward_time: 23.9593830109, propagate_backward_time: 35.7134628296, weight_update_time: 0.1161152497, other_time: 1.9342269897
epoch time: 5.1819934845s, input_fired_time: 0.0596319325, output_fired_time: 0.0000000000, propagate_forward_time: 4.7782635689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440980911
validation[          , genome  6262] predictions:    9647/  10000 (96.47%), best:    9665/10000 (96.65%), error:      1143.09802, best error:      1062.84131 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 61.1530876160s, input_fired_time: 0.5085868835, output_fired_time: 0.3979515731, propagate_forward_time: 23.0213565826, propagate_backward_time: 35.2135429382, weight_update_time: 0.1190088242, other_time: 2.0116462708
epoch time: 5.0329403877s, input_fired_time: 0.0632484332, output_fired_time: 0.0000000000, propagate_forward_time: 4.6140856743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556060791
validation[          , genome  6262] predictions:    9653/  10000 (96.53%), best:    9665/10000 (96.65%), error:      1121.04736, best error:      1062.84131 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 61.7820167542s, input_fired_time: 0.5215935707, output_fired_time: 0.3989010453, propagate_forward_time: 23.3232650757, propagate_backward_time: 35.5062522888, weight_update_time: 0.1214695573, other_time: 2.0320014954
epoch time: 5.0564970970s, input_fired_time: 0.0597999394, output_fired_time: 0.0000000000, propagate_forward_time: 4.6402134895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564834595
validation[          , genome  6262] predictions:    9681/  10000 (96.81%), best:    9665/10000 (96.65%), error:      1079.20227, best error:      1062.84131 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 61.1357765198s, input_fired_time: 0.5134012699, output_fired_time: 0.4000061750, propagate_forward_time: 23.0425167084, propagate_backward_time: 35.1219100952, weight_update_time: 0.1180086285, other_time: 2.0579452515
epoch time: 5.0239429474s, input_fired_time: 0.0610662885, output_fired_time: 0.0000000000, propagate_forward_time: 4.6015686989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613080978
validation[          , genome  6262] predictions:    9635/  10000 (96.35%), best:    9665/10000 (96.65%), error:      1163.75427, best error:      1062.84131 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 61.0840492249s, input_fired_time: 0.5113917589, output_fired_time: 0.4002016485, propagate_forward_time: 23.0663185120, propagate_backward_time: 35.0996475220, weight_update_time: 0.1193419769, other_time: 2.0064926147
epoch time: 5.1376681328s, input_fired_time: 0.0599707663, output_fired_time: 0.0000000000, propagate_forward_time: 4.7349457741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427515030
validation[          , genome  6262] predictions:    9656/  10000 (96.56%), best:    9665/10000 (96.65%), error:      1095.51465, best error:      1062.84131 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 62.3808059692s, input_fired_time: 0.5136529803, output_fired_time: 0.3912516236, propagate_forward_time: 23.8067550659, propagate_backward_time: 35.6906318665, weight_update_time: 0.1175054386, other_time: 1.9785156250
epoch time: 5.0832839012s, input_fired_time: 0.0612207763, output_fired_time: 0.0000000000, propagate_forward_time: 4.6502594948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3718037605
validation[          , genome  6262] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1007.85046, best error:      1007.85046 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 61.9770355225s, input_fired_time: 0.5197596550, output_fired_time: 0.4083399773, propagate_forward_time: 23.4276504517, propagate_backward_time: 35.6022567749, weight_update_time: 0.1210360080, other_time: 2.0190277100
epoch time: 5.0930404663s, input_fired_time: 0.0607456826, output_fired_time: 0.0000000000, propagate_forward_time: 4.6621694565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701252937
validation[          , genome  6262] predictions:    9646/  10000 (96.46%), best:    9690/10000 (96.90%), error:      1148.23181, best error:      1007.85046 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.4851264954s, input_fired_time: 0.5106639266, output_fired_time: 0.4003644288, propagate_forward_time: 23.1737098694, propagate_backward_time: 35.3549652100, weight_update_time: 0.1225015745, other_time: 2.0454254150
epoch time: 5.0854444504s, input_fired_time: 0.0612851493, output_fired_time: 0.0000000000, propagate_forward_time: 4.6488018036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753576279
validation[          , genome  6262] predictions:    9668/  10000 (96.68%), best:    9690/10000 (96.90%), error:      1049.18384, best error:      1007.85046 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.7267684937s, input_fired_time: 0.5154136419, output_fired_time: 0.4075919986, propagate_forward_time: 23.2757549286, propagate_backward_time: 35.4915428162, weight_update_time: 0.1213767901, other_time: 2.0364646912
epoch time: 5.0940380096s, input_fired_time: 0.0603660904, output_fired_time: 0.0000000000, propagate_forward_time: 4.6636729240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699989319
validation[          , genome  6262] predictions:    9664/  10000 (96.64%), best:    9690/10000 (96.90%), error:      1082.20239, best error:      1007.85046 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 61.5341949463s, input_fired_time: 0.5146331787, output_fired_time: 0.4006677270, propagate_forward_time: 23.2383575439, propagate_backward_time: 35.3434028625, weight_update_time: 0.1213786751, other_time: 2.0371322632
epoch time: 5.0482463837s, input_fired_time: 0.0604799688, output_fired_time: 0.0000000000, propagate_forward_time: 4.6214919090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662743568
validation[          , genome  6262] predictions:    9687/  10000 (96.87%), best:    9687/10000 (96.87%), error:      1001.32898, best error:      1001.32898 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 61.6000938416s, input_fired_time: 0.5171469450, output_fired_time: 0.4051706195, propagate_forward_time: 23.3520946503, propagate_backward_time: 35.3165473938, weight_update_time: 0.1212478355, other_time: 2.0091362000
epoch time: 5.0393943787s, input_fired_time: 0.0610224456, output_fired_time: 0.0000000000, propagate_forward_time: 4.6087403297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696317673
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       985.36743, best error:       985.36743 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 61.5090293884s, input_fired_time: 0.5142989755, output_fired_time: 0.4047134519, propagate_forward_time: 23.2622737885, propagate_backward_time: 35.3158149719, weight_update_time: 0.1199684590, other_time: 2.0119285583
epoch time: 5.0790977478s, input_fired_time: 0.0607709028, output_fired_time: 0.0000000000, propagate_forward_time: 4.6527609825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655657768
validation[          , genome  6262] predictions:    9656/  10000 (96.56%), best:    9698/10000 (96.98%), error:      1067.78772, best error:       985.36743 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 61.5677604675s, input_fired_time: 0.5159435868, output_fired_time: 0.4068538249, propagate_forward_time: 23.2555713654, propagate_backward_time: 35.3657798767, weight_update_time: 0.1205547675, other_time: 2.0236091614
epoch time: 5.0848817825s, input_fired_time: 0.0597090162, output_fired_time: 0.0000000000, propagate_forward_time: 4.6570987701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680739403
validation[          , genome  6262] predictions:    9666/  10000 (96.66%), best:    9698/10000 (96.98%), error:      1012.32263, best error:       985.36743 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 61.5270690918s, input_fired_time: 0.5202763081, output_fired_time: 0.4129320979, propagate_forward_time: 23.2365436554, propagate_backward_time: 35.3324241638, weight_update_time: 0.1209225580, other_time: 2.0248908997
epoch time: 5.0747885704s, input_fired_time: 0.0614274926, output_fired_time: 0.0000000000, propagate_forward_time: 4.6449518204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684091568
validation[          , genome  6262] predictions:    9647/  10000 (96.47%), best:    9698/10000 (96.98%), error:      1142.25012, best error:       985.36743 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.5617561340s, input_fired_time: 0.5182608962, output_fired_time: 0.4015173912, propagate_forward_time: 23.2634162903, propagate_backward_time: 35.3499374390, weight_update_time: 0.1200389788, other_time: 2.0286254883
epoch time: 5.0622529984s, input_fired_time: 0.0610882156, output_fired_time: 0.0000000000, propagate_forward_time: 4.6318359375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693289757
validation[          , genome  6262] predictions:    9679/  10000 (96.79%), best:    9698/10000 (96.98%), error:      1022.31415, best error:       985.36743 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 61.5274887085s, input_fired_time: 0.5180587769, output_fired_time: 0.4037760496, propagate_forward_time: 23.2295818329, propagate_backward_time: 35.3556976318, weight_update_time: 0.1206277385, other_time: 2.0203781128
epoch time: 5.0597825050s, input_fired_time: 0.0610691272, output_fired_time: 0.0000000000, propagate_forward_time: 4.6333470345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653664589
validation[          , genome  6262] predictions:    9597/  10000 (95.97%), best:    9698/10000 (96.98%), error:      1284.70728, best error:       985.36743 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 61.7539405823s, input_fired_time: 0.5101403594, output_fired_time: 0.3903862238, propagate_forward_time: 23.5268726349, propagate_backward_time: 35.3771972656, weight_update_time: 0.1162988096, other_time: 1.9493484497
epoch time: 5.1243295670s, input_fired_time: 0.0596666932, output_fired_time: 0.0000000000, propagate_forward_time: 4.7219009399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427619934
validation[          , genome  6262] predictions:    9686/  10000 (96.86%), best:    9698/10000 (96.98%), error:      1015.70697, best error:       985.36743 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.6107101440s, input_fired_time: 0.5026779771, output_fired_time: 0.3809178472, propagate_forward_time: 23.6278476715, propagate_backward_time: 35.1842956543, weight_update_time: 0.1142669171, other_time: 1.9149703979
epoch time: 5.1205511093s, input_fired_time: 0.0600634366, output_fired_time: 0.0000000000, propagate_forward_time: 4.7189826965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415050507
validation[          , genome  6262] predictions:    9659/  10000 (96.59%), best:    9698/10000 (96.98%), error:      1089.15881, best error:       985.36743 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 62.2711296082s, input_fired_time: 0.5059725642, output_fired_time: 0.3832217753, propagate_forward_time: 23.8829841614, propagate_backward_time: 35.5699310303, weight_update_time: 0.1164284125, other_time: 1.9290199280
epoch time: 5.2025332451s, input_fired_time: 0.0619216450, output_fired_time: 0.0000000000, propagate_forward_time: 4.7921552658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484563828
validation[          , genome  6262] predictions:    9643/  10000 (96.43%), best:    9698/10000 (96.98%), error:      1151.49280, best error:       985.36743 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 63.0493049622s, input_fired_time: 0.5083615780, output_fired_time: 0.3855875134, propagate_forward_time: 24.1605186462, propagate_backward_time: 36.0343742371, weight_update_time: 0.1158434674, other_time: 1.9604644775
epoch time: 5.1499562263s, input_fired_time: 0.0607106984, output_fired_time: 0.0000000000, propagate_forward_time: 4.7442269325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450183868
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       992.35522, best error:       985.36743 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.8695144653s, input_fired_time: 0.5070388913, output_fired_time: 0.3816776872, propagate_forward_time: 23.7553825378, propagate_backward_time: 35.3089942932, weight_update_time: 0.1146596447, other_time: 1.9164199829
epoch time: 5.1506834030s, input_fired_time: 0.0614378005, output_fired_time: 0.0000000000, propagate_forward_time: 4.7422041893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470416069
validation[          , genome  6262] predictions:    9708/  10000 (97.08%), best:    9698/10000 (96.98%), error:      1004.17816, best error:       985.36743 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 61.8543853760s, input_fired_time: 0.5054465532, output_fired_time: 0.3834239244, propagate_forward_time: 23.7136478424, propagate_backward_time: 35.3324089050, weight_update_time: 0.1148828343, other_time: 1.9194602966
epoch time: 5.1500415802s, input_fired_time: 0.0610553101, output_fired_time: 0.0000000000, propagate_forward_time: 4.7415647507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474216461
validation[          , genome  6262] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       949.74597, best error:       949.74597 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.8406410217s, input_fired_time: 0.5049579740, output_fired_time: 0.3808704615, propagate_forward_time: 23.7242221832, propagate_backward_time: 35.3156623840, weight_update_time: 0.1160303578, other_time: 1.9149284363
epoch time: 5.1344161034s, input_fired_time: 0.0608645231, output_fired_time: 0.0000000000, propagate_forward_time: 4.7306342125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429174423
validation[          , genome  6262] predictions:    9692/  10000 (96.92%), best:    9706/10000 (97.06%), error:      1035.93982, best error:       949.74597 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 61.7854080200s, input_fired_time: 0.5059658885, output_fired_time: 0.3819839358, propagate_forward_time: 23.7090988159, propagate_backward_time: 35.2774085999, weight_update_time: 0.1144359633, other_time: 1.9109497070
epoch time: 5.1493453979s, input_fired_time: 0.0620702803, output_fired_time: 0.0000000000, propagate_forward_time: 4.7367615700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505134583
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9698/10000 (96.98%), error:       947.05310, best error:       947.05310 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.8264465332s, input_fired_time: 0.5045108199, output_fired_time: 0.3814411759, propagate_forward_time: 23.7333793640, propagate_backward_time: 35.2965431213, weight_update_time: 0.1143375486, other_time: 1.9105720520
epoch time: 5.1328377724s, input_fired_time: 0.0597843453, output_fired_time: 0.0000000000, propagate_forward_time: 4.7308421135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422112465
validation[          , genome  6262] predictions:    9655/  10000 (96.55%), best:    9698/10000 (96.98%), error:      1107.41528, best error:       947.05310 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 61.6935005188s, input_fired_time: 0.4996331930, output_fired_time: 0.3795916438, propagate_forward_time: 23.6699657440, propagate_backward_time: 35.2564086914, weight_update_time: 0.1130648479, other_time: 1.8879013062
epoch time: 5.1767406464s, input_fired_time: 0.0600561500, output_fired_time: 0.0000000000, propagate_forward_time: 4.7741289139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425555229
validation[          , genome  6262] predictions:    9659/  10000 (96.59%), best:    9698/10000 (96.98%), error:      1120.63733, best error:       947.05310 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 62.2355918884s, input_fired_time: 0.5064038038, output_fired_time: 0.3819865584, propagate_forward_time: 23.9146957397, propagate_backward_time: 35.5216903687, weight_update_time: 0.1153680459, other_time: 1.9108161926
epoch time: 5.1899189949s, input_fired_time: 0.0621946752, output_fired_time: 0.0000000000, propagate_forward_time: 4.7773766518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503475189
validation[          , genome  6262] predictions:    9693/  10000 (96.93%), best:    9698/10000 (96.98%), error:       970.83228, best error:       947.05310 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 62.2458534241s, input_fired_time: 0.5103468299, output_fired_time: 0.3842480183, propagate_forward_time: 23.8902168274, propagate_backward_time: 35.5430107117, weight_update_time: 0.1161690950, other_time: 1.9180335999
epoch time: 5.1822514534s, input_fired_time: 0.0614566728, output_fired_time: 0.0000000000, propagate_forward_time: 4.7768874168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439073563
validation[          , genome  6262] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       933.52155, best error:       933.52155 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 62.3020248413s, input_fired_time: 0.5100802183, output_fired_time: 0.3832923174, propagate_forward_time: 23.9319190979, propagate_backward_time: 35.5466041565, weight_update_time: 0.1168481186, other_time: 1.9301300049
epoch time: 5.1913599968s, input_fired_time: 0.0623925366, output_fired_time: 0.0000000000, propagate_forward_time: 4.7785019875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504652977
validation[          , genome  6262] predictions:    9712/  10000 (97.12%), best:    9707/10000 (97.07%), error:       988.53235, best error:       933.52155 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 62.2283515930s, input_fired_time: 0.5092760921, output_fired_time: 0.3834829330, propagate_forward_time: 23.8930816650, propagate_backward_time: 35.5315895081, weight_update_time: 0.1154351905, other_time: 1.9109191895
epoch time: 5.1752176285s, input_fired_time: 0.0606393404, output_fired_time: 0.0000000000, propagate_forward_time: 4.7735791206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409991264
validation[          , genome  6262] predictions:    9712/  10000 (97.12%), best:    9707/10000 (97.07%), error:       942.28973, best error:       933.52155 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.2962760925s, input_fired_time: 0.5101643801, output_fired_time: 0.3847281933, propagate_forward_time: 23.9228496552, propagate_backward_time: 35.5574150085, weight_update_time: 0.1159001216, other_time: 1.9211158752
epoch time: 5.1767716408s, input_fired_time: 0.0608394146, output_fired_time: 0.0000000000, propagate_forward_time: 4.7732305527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427019119
validation[          , genome  6262] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       932.13080, best error:       932.13080 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 62.2754249573s, input_fired_time: 0.5103533864, output_fired_time: 0.3849044144, propagate_forward_time: 23.9041175842, propagate_backward_time: 35.5435371399, weight_update_time: 0.1166933030, other_time: 1.9325141907
epoch time: 5.1797442436s, input_fired_time: 0.0608248189, output_fired_time: 0.0000000000, propagate_forward_time: 4.7754435539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434758186
validation[          , genome  6262] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:       997.71692, best error:       932.13080 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 62.2884407043s, input_fired_time: 0.5093460679, output_fired_time: 0.3828539848, propagate_forward_time: 23.9236087799, propagate_backward_time: 35.5418968201, weight_update_time: 0.1165934354, other_time: 1.9307365417
epoch time: 5.1918244362s, input_fired_time: 0.0619816519, output_fired_time: 0.0000000000, propagate_forward_time: 4.7800450325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497977257
validation[          , genome  6262] predictions:    9692/  10000 (96.92%), best:    9715/10000 (97.15%), error:       969.41443, best error:       932.13080 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 62.2472419739s, input_fired_time: 0.5109912157, output_fired_time: 0.3834140301, propagate_forward_time: 23.8969459534, propagate_backward_time: 35.5382232666, weight_update_time: 0.1159083247, other_time: 1.9176673889
epoch time: 5.1921153069s, input_fired_time: 0.0625034943, output_fired_time: 0.0000000000, propagate_forward_time: 4.7814579010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481540680
validation[          , genome  6262] predictions:    9703/  10000 (97.03%), best:    9715/10000 (97.15%), error:       953.95227, best error:       932.13080 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 61.7260398865s, input_fired_time: 0.5068331957, output_fired_time: 0.3833115995, propagate_forward_time: 23.6727027893, propagate_backward_time: 35.2468070984, weight_update_time: 0.1147598475, other_time: 1.9163856506
epoch time: 5.1414818764s, input_fired_time: 0.0623844601, output_fired_time: 0.0000000000, propagate_forward_time: 4.7317700386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473272324
validation[          , genome  6262] predictions:    9684/  10000 (96.84%), best:    9715/10000 (97.15%), error:      1014.16077, best error:       932.13080 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 61.7382202148s, input_fired_time: 0.5076051354, output_fired_time: 0.3826265633, propagate_forward_time: 23.6640148163, propagate_backward_time: 35.2646217346, weight_update_time: 0.1152554005, other_time: 1.9193534851
epoch time: 5.1315684319s, input_fired_time: 0.0617600977, output_fired_time: 0.0000000000, propagate_forward_time: 4.7260951996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437132835
validation[          , genome  6262] predictions:    9676/  10000 (96.76%), best:    9715/10000 (97.15%), error:      1046.36743, best error:       932.13080 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 61.7719535828s, input_fired_time: 0.5089305639, output_fired_time: 0.3833304048, propagate_forward_time: 23.6480026245, propagate_backward_time: 35.3119697571, weight_update_time: 0.1156188995, other_time: 1.9197196960
epoch time: 5.1280031204s, input_fired_time: 0.0612201057, output_fired_time: 0.0000000000, propagate_forward_time: 4.7238192558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429636955
validation[          , genome  6262] predictions:    9682/  10000 (96.82%), best:    9715/10000 (97.15%), error:       983.14270, best error:       932.13080 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 61.6873817444s, input_fired_time: 0.5070187449, output_fired_time: 0.3813022375, propagate_forward_time: 23.6429862976, propagate_backward_time: 35.2447280884, weight_update_time: 0.1147861779, other_time: 1.9113464355
epoch time: 5.1721005440s, input_fired_time: 0.0609116778, output_fired_time: 0.0000000000, propagate_forward_time: 4.7632470131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479418755
validation[          , genome  6262] predictions:    9721/  10000 (97.21%), best:    9715/10000 (97.15%), error:       935.46515, best error:       932.13080 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 61.6687889099s, input_fired_time: 0.5071117878, output_fired_time: 0.3803227246, propagate_forward_time: 23.6417465210, propagate_backward_time: 35.2307014465, weight_update_time: 0.1145445630, other_time: 1.9089088440
epoch time: 5.1287779808s, input_fired_time: 0.0610774830, output_fired_time: 0.0000000000, propagate_forward_time: 4.7241902351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435101509
validation[          , genome  6262] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       922.67328, best error:       922.67328 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.6716613770s, input_fired_time: 0.5076056123, output_fired_time: 0.3814520836, propagate_forward_time: 23.6286716461, propagate_backward_time: 35.2594184875, weight_update_time: 0.1136657447, other_time: 1.8945121765
epoch time: 5.1254425049s, input_fired_time: 0.0610926449, output_fired_time: 0.0000000000, propagate_forward_time: 4.7202363014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441133499
validation[          , genome  6262] predictions:    9622/  10000 (96.22%), best:    9712/10000 (97.12%), error:      1160.08191, best error:       922.67328 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 61.7126197815s, input_fired_time: 0.5071018338, output_fired_time: 0.3815579712, propagate_forward_time: 23.6477909088, propagate_backward_time: 35.2632217407, weight_update_time: 0.1144929379, other_time: 1.9129486084
epoch time: 5.1329770088s, input_fired_time: 0.0618261322, output_fired_time: 0.0000000000, propagate_forward_time: 4.7252240181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459267616
validation[          , genome  6262] predictions:    9693/  10000 (96.93%), best:    9712/10000 (97.12%), error:       997.68030, best error:       922.67328 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 62.0405616760s, input_fired_time: 0.5116625428, output_fired_time: 0.3922873735, propagate_forward_time: 23.7459335327, propagate_backward_time: 35.4664268494, weight_update_time: 0.1148257330, other_time: 1.9242515564
epoch time: 5.2297534943s, input_fired_time: 0.0633310080, output_fired_time: 0.0000000000, propagate_forward_time: 4.8161549568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502674103
validation[          , genome  6262] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:       932.14154, best error:       922.67328 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 62.9929656982s, input_fired_time: 0.5196560025, output_fired_time: 0.3847492933, propagate_forward_time: 24.1799716949, propagate_backward_time: 35.9282913208, weight_update_time: 0.1164563224, other_time: 1.9802932739
epoch time: 5.2177052498s, input_fired_time: 0.0615687855, output_fired_time: 0.0000000000, propagate_forward_time: 4.8072719574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488645554
validation[          , genome  6262] predictions:    9629/  10000 (96.29%), best:    9712/10000 (97.12%), error:      1155.68665, best error:       922.67328 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.1401214600s, input_fired_time: 0.5110787749, output_fired_time: 0.3825807571, propagate_forward_time: 23.8031921387, propagate_backward_time: 35.5293083191, weight_update_time: 0.1148739010, other_time: 1.9139633179
epoch time: 5.1294169426s, input_fired_time: 0.0625980049, output_fired_time: 0.0000000000, propagate_forward_time: 4.7192807198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475379944
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9712/10000 (97.12%), error:       965.21124, best error:       922.67328 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.6963768005s, input_fired_time: 0.5085207820, output_fired_time: 0.3802543283, propagate_forward_time: 23.6584186554, propagate_backward_time: 35.2218017578, weight_update_time: 0.1156001836, other_time: 1.9273834229
epoch time: 5.1251578331s, input_fired_time: 0.0616720766, output_fired_time: 0.0000000000, propagate_forward_time: 4.7177190781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457665443
validation[          , genome  6262] predictions:    9692/  10000 (96.92%), best:    9712/10000 (97.12%), error:      1005.60822, best error:       922.67328 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 61.6884307861s, input_fired_time: 0.5096558928, output_fired_time: 0.3829484582, propagate_forward_time: 23.6201305389, propagate_backward_time: 35.2548294067, weight_update_time: 0.1152960584, other_time: 1.9208679199
epoch time: 5.1261100769s, input_fired_time: 0.0620203391, output_fired_time: 0.0000000000, propagate_forward_time: 4.7196669579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444228172
validation[          , genome  6262] predictions:    9699/  10000 (96.99%), best:    9712/10000 (97.12%), error:       984.09766, best error:       922.67328 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 62.8566551208s, input_fired_time: 0.5190058351, output_fired_time: 0.3865375519, propagate_forward_time: 24.0525550842, propagate_backward_time: 35.9126548767, weight_update_time: 0.1304828227, other_time: 1.9859008789
epoch time: 5.2777109146s, input_fired_time: 0.0620653555, output_fired_time: 0.0000000000, propagate_forward_time: 4.8707656860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448801041
validation[          , genome  6262] predictions:    9612/  10000 (96.12%), best:    9712/10000 (97.12%), error:      1157.92004, best error:       922.67328 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 63.7481193542s, input_fired_time: 0.5315482020, output_fired_time: 0.3866454959, propagate_forward_time: 24.4964599609, propagate_backward_time: 36.3754539490, weight_update_time: 0.1172518507, other_time: 1.9580116272
epoch time: 5.4620566368s, input_fired_time: 0.0626220033, output_fired_time: 0.0000000000, propagate_forward_time: 5.0424022675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570322990
validation[          , genome  6262] predictions:    9695/  10000 (96.95%), best:    9712/10000 (97.12%), error:       952.97211, best error:       922.67328 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.5976257324s, input_fired_time: 0.5269650817, output_fired_time: 0.4014064372, propagate_forward_time: 23.7136287689, propagate_backward_time: 35.9278793335, weight_update_time: 0.1220355108, other_time: 2.0277481079
epoch time: 5.1205978394s, input_fired_time: 0.0638884753, output_fired_time: 0.0000000000, propagate_forward_time: 4.6896543503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670549393
validation[          , genome  6262] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       910.13525, best error:       910.13525 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 62.0367584229s, input_fired_time: 0.5282745361, output_fired_time: 0.4076353312, propagate_forward_time: 23.4530086517, propagate_backward_time: 35.6385116577, weight_update_time: 0.1202181876, other_time: 2.0093307495
epoch time: 5.0779771805s, input_fired_time: 0.0628848448, output_fired_time: 0.0000000000, propagate_forward_time: 4.6521492004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629431725
validation[          , genome  6262] predictions:    9711/  10000 (97.11%), best:    9722/10000 (97.22%), error:       936.15997, best error:       910.13525 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 61.6239700317s, input_fired_time: 0.5214053988, output_fired_time: 0.3982072175, propagate_forward_time: 23.3621616364, propagate_backward_time: 35.3602638245, weight_update_time: 0.1175130978, other_time: 1.9819297791
epoch time: 5.0596394539s, input_fired_time: 0.0630115271, output_fired_time: 0.0000000000, propagate_forward_time: 4.6294660568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671617508
validation[          , genome  6262] predictions:    9672/  10000 (96.72%), best:    9722/10000 (97.22%), error:      1031.36584, best error:       910.13525 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 61.7449226379s, input_fired_time: 0.5228678584, output_fired_time: 0.3977197111, propagate_forward_time: 23.3517112732, propagate_backward_time: 35.4652709961, weight_update_time: 0.1197262183, other_time: 2.0073509216
epoch time: 5.0664453506s, input_fired_time: 0.0641605109, output_fired_time: 0.0000000000, propagate_forward_time: 4.6335225105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687624931
validation[          , genome  6262] predictions:    9692/  10000 (96.92%), best:    9722/10000 (97.22%), error:      1000.22595, best error:       910.13525 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 61.7430419922s, input_fired_time: 0.5161243081, output_fired_time: 0.3943122625, propagate_forward_time: 23.4338130951, propagate_backward_time: 35.4196853638, weight_update_time: 0.1183278486, other_time: 1.9791030884
epoch time: 5.1410169601s, input_fired_time: 0.0621917248, output_fired_time: 0.0000000000, propagate_forward_time: 4.7326540947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461709023
validation[          , genome  6262] predictions:    9698/  10000 (96.98%), best:    9722/10000 (97.22%), error:       989.21692, best error:       910.13525 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 61.8196487427s, input_fired_time: 0.5127066374, output_fired_time: 0.3860250115, propagate_forward_time: 23.6762523651, propagate_backward_time: 35.3324699402, weight_update_time: 0.1146813482, other_time: 1.9121971130
epoch time: 5.1504621506s, input_fired_time: 0.0635853484, output_fired_time: 0.0000000000, propagate_forward_time: 4.7380261421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488507271
validation[          , genome  6262] predictions:    9669/  10000 (96.69%), best:    9722/10000 (97.22%), error:      1066.37708, best error:       910.13525 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.9001541138s, input_fired_time: 0.5126418471, output_fired_time: 0.3848592043, propagate_forward_time: 23.7044982910, propagate_backward_time: 35.3726539612, weight_update_time: 0.1148555055, other_time: 1.9254989624
epoch time: 5.1476616859s, input_fired_time: 0.0633890480, output_fired_time: 0.0000000000, propagate_forward_time: 4.7371640205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471088409
validation[          , genome  6262] predictions:    9685/  10000 (96.85%), best:    9722/10000 (97.22%), error:      1035.48022, best error:       910.13525 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 62.1887168884s, input_fired_time: 0.5155425668, output_fired_time: 0.3838026524, propagate_forward_time: 23.8227806091, propagate_backward_time: 35.5394020081, weight_update_time: 0.1159123778, other_time: 1.9271888733
epoch time: 5.1907906532s, input_fired_time: 0.0638864487, output_fired_time: 0.0000000000, propagate_forward_time: 4.7768735886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3500304222
validation[          , genome  6262] predictions:    9593/  10000 (95.93%), best:    9722/10000 (97.22%), error:      1258.30652, best error:       910.13525 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 62.3378028870s, input_fired_time: 0.5171242356, output_fired_time: 0.3841600716, propagate_forward_time: 23.9155635834, propagate_backward_time: 35.5960121155, weight_update_time: 0.1159556955, other_time: 1.9249458313
epoch time: 5.1744480133s, input_fired_time: 0.0627837554, output_fired_time: 0.0000000000, propagate_forward_time: 4.7651219368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465423584
validation[          , genome  6262] predictions:    9526/  10000 (95.26%), best:    9722/10000 (97.22%), error:      1493.24182, best error:       910.13525 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.9216918945s, input_fired_time: 0.5176076293, output_fired_time: 0.3830243349, propagate_forward_time: 23.7501773834, propagate_backward_time: 35.3492851257, weight_update_time: 0.1150374264, other_time: 1.9215965271
epoch time: 5.1414537430s, input_fired_time: 0.0630910769, output_fired_time: 0.0000000000, propagate_forward_time: 4.7259321213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524303436
validation[          , genome  6262] predictions:    9717/  10000 (97.17%), best:    9722/10000 (97.22%), error:       944.95630, best error:       910.13525 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 62.2807197571s, input_fired_time: 0.5339728594, output_fired_time: 0.4044393301, propagate_forward_time: 23.4964046478, propagate_backward_time: 35.8294830322, weight_update_time: 0.1184118390, other_time: 2.0164184570
epoch time: 5.0855765343s, input_fired_time: 0.0628370717, output_fired_time: 0.0000000000, propagate_forward_time: 4.6601572037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625822067
validation[          , genome  6262] predictions:    9678/  10000 (96.78%), best:    9722/10000 (97.22%), error:      1069.93091, best error:       910.13525 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 61.1493530273s, input_fired_time: 0.5214740038, output_fired_time: 0.3981156349, propagate_forward_time: 23.1004695892, propagate_backward_time: 35.1472053528, weight_update_time: 0.1174472868, other_time: 1.9820899963
epoch time: 5.1451740265s, input_fired_time: 0.0636148974, output_fired_time: 0.0000000000, propagate_forward_time: 4.7357983589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457608223
validation[          , genome  6262] predictions:    9716/  10000 (97.16%), best:    9722/10000 (97.22%), error:       943.41473, best error:       910.13525 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.6589088440s, input_fired_time: 0.5135089159, output_fired_time: 0.3809853792, propagate_forward_time: 23.6637248993, propagate_backward_time: 35.1862487793, weight_update_time: 0.1145954356, other_time: 1.9144439697
epoch time: 5.1432733536s, input_fired_time: 0.0637700558, output_fired_time: 0.0000000000, propagate_forward_time: 4.7272958755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522071838
validation[          , genome  6262] predictions:    9688/  10000 (96.88%), best:    9722/10000 (97.22%), error:      1031.38855, best error:       910.13525 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 61.7123794556s, input_fired_time: 0.5138722062, output_fired_time: 0.3818863332, propagate_forward_time: 23.6078014374, propagate_backward_time: 35.2857513428, weight_update_time: 0.1151183099, other_time: 1.9230651855
epoch time: 5.1300902367s, input_fired_time: 0.0631175265, output_fired_time: 0.0000000000, propagate_forward_time: 4.7242388725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427338600
validation[          , genome  6262] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:       986.30585, best error:       910.13525 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 61.9814605713s, input_fired_time: 0.5154474974, output_fired_time: 0.3810005188, propagate_forward_time: 23.7989044189, propagate_backward_time: 35.3624763489, weight_update_time: 0.1154774874, other_time: 1.9236335754
epoch time: 5.1904850006s, input_fired_time: 0.0625242591, output_fired_time: 0.0000000000, propagate_forward_time: 4.7836780548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442826271
validation[          , genome  6262] predictions:    9714/  10000 (97.14%), best:    9722/10000 (97.22%), error:       948.98572, best error:       910.13525 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 62.2034111023s, input_fired_time: 0.5178507566, output_fired_time: 0.3845694065, propagate_forward_time: 23.8544921875, propagate_backward_time: 35.5044403076, weight_update_time: 0.1154672056, other_time: 1.9420585632
epoch time: 5.1199541092s, input_fired_time: 0.0621574484, output_fired_time: 0.0000000000, propagate_forward_time: 4.7179131508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398833275
validation[          , genome  6262] predictions:    9715/  10000 (97.15%), best:    9722/10000 (97.22%), error:       937.45258, best error:       910.13525 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 61.7361984253s, input_fired_time: 0.5149887204, output_fired_time: 0.3822568357, propagate_forward_time: 23.6513843536, propagate_backward_time: 35.2715606689, weight_update_time: 0.1151514053, other_time: 1.9160079956
epoch time: 5.1325545311s, input_fired_time: 0.0635823682, output_fired_time: 0.0000000000, propagate_forward_time: 4.7236189842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453531265
validation[          , genome  6262] predictions:    9702/  10000 (97.02%), best:    9722/10000 (97.22%), error:      1022.63446, best error:       910.13525 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.8824272156s, input_fired_time: 0.5174033642, output_fired_time: 0.3842688203, propagate_forward_time: 23.6874904633, propagate_backward_time: 35.3660774231, weight_update_time: 0.1151178181, other_time: 1.9271888733
epoch time: 5.1197476387s, input_fired_time: 0.0616623126, output_fired_time: 0.0000000000, propagate_forward_time: 4.7203516960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377337456
validation[          , genome  6262] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       902.41852, best error:       902.41852 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 61.7940177917s, input_fired_time: 0.5155761838, output_fired_time: 0.3826746345, propagate_forward_time: 23.6600742340, propagate_backward_time: 35.3322525024, weight_update_time: 0.1144624725, other_time: 1.9034423828
epoch time: 5.1325407028s, input_fired_time: 0.0632762685, output_fired_time: 0.0000000000, propagate_forward_time: 4.7247409821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445234299
validation[          , genome  6262] predictions:    9703/  10000 (97.03%), best:    9732/10000 (97.32%), error:       956.50940, best error:       902.41852 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 61.8134040833s, input_fired_time: 0.5135090947, output_fired_time: 0.3817811608, propagate_forward_time: 23.6773834229, propagate_backward_time: 35.3314819336, weight_update_time: 0.1140044481, other_time: 1.9092483521
epoch time: 5.1310253143s, input_fired_time: 0.0632992238, output_fired_time: 0.0000000000, propagate_forward_time: 4.7243733406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433527946
validation[          , genome  6262] predictions:    9688/  10000 (96.88%), best:    9732/10000 (97.32%), error:      1028.50842, best error:       902.41852 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 61.6811714172s, input_fired_time: 0.5128160119, output_fired_time: 0.3804285526, propagate_forward_time: 23.6289386749, propagate_backward_time: 35.2646827698, weight_update_time: 0.1137210652, other_time: 1.8943061829
epoch time: 5.1418399811s, input_fired_time: 0.0631205589, output_fired_time: 0.0000000000, propagate_forward_time: 4.7326502800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460693359
validation[          , genome  6262] predictions:    9592/  10000 (95.92%), best:    9732/10000 (97.32%), error:      1340.49011, best error:       902.41852 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.6960334778s, input_fired_time: 0.5155056119, output_fired_time: 0.3806280196, propagate_forward_time: 23.6482028961, propagate_backward_time: 35.2448844910, weight_update_time: 0.1143787503, other_time: 1.9068107605
epoch time: 5.1390581131s, input_fired_time: 0.0647456050, output_fired_time: 0.0000000000, propagate_forward_time: 4.7250304222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492822647
validation[          , genome  6262] predictions:    9689/  10000 (96.89%), best:    9732/10000 (97.32%), error:      1068.18604, best error:       902.41852 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 61.7063713074s, input_fired_time: 0.5165611506, output_fired_time: 0.3815252781, propagate_forward_time: 23.6485843658, propagate_backward_time: 35.2548294067, weight_update_time: 0.1141747385, other_time: 1.9048690796
epoch time: 5.1319823265s, input_fired_time: 0.0630983189, output_fired_time: 0.0000000000, propagate_forward_time: 4.7253513336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435325623
validation[          , genome  6262] predictions:    9631/  10000 (96.31%), best:    9732/10000 (97.32%), error:      1136.95471, best error:       902.41852 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.7914733887s, input_fired_time: 0.5146648288, output_fired_time: 0.3840366602, propagate_forward_time: 23.6433429718, propagate_backward_time: 35.3493080139, weight_update_time: 0.1141402125, other_time: 1.9001197815
epoch time: 5.1284193993s, input_fired_time: 0.0627558082, output_fired_time: 0.0000000000, propagate_forward_time: 4.7209119797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447518349
validation[          , genome  6262] predictions:    9651/  10000 (96.51%), best:    9732/10000 (97.32%), error:      1132.90320, best error:       902.41852 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.0258331299s, input_fired_time: 0.5149890184, output_fired_time: 0.3848603070, propagate_forward_time: 23.7816410065, propagate_backward_time: 35.4204292297, weight_update_time: 0.1148514301, other_time: 1.9239158630
epoch time: 5.3795566559s, input_fired_time: 0.0639668256, output_fired_time: 0.0000000000, propagate_forward_time: 4.9562458992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593440056
validation[          , genome  6262] predictions:    9709/  10000 (97.09%), best:    9732/10000 (97.32%), error:       960.16962, best error:       902.41852 on epoch:    93, 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: 26.1210327148s, input_fired_time: 0.3227698505, output_fired_time: 0.0000000000, propagate_forward_time: 23.9547786713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8434848785
best training[          , genome  6262] predictions:   49440/  50000 (98.88%), best:    9732/10000 (97.32%), error:      2215.65723, best error:       902.41852 on epoch:    93, 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: 5.2059092522s, input_fired_time: 0.0630745441, output_fired_time: 0.0000000000, propagate_forward_time: 4.7830557823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597788811
   testing[          , genome  6262] predictions:    9743/  10000 (97.43%), best:    9732/10000 (97.32%), error:       844.92200, best error:       902.41852 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:11:30 (28034): called boinc_finish(0)

</stderr_txt>
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