Nameexact_genome_1512568488_42_7002_0
Workunit2606239
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:15:55 UTC
Report deadline12 Dec 2017, 10:54:05 UTC
Received8 Dec 2017, 11:13:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time2 hours 22 min 34 sec
CPU time2 hours 20 min 38 sec
Validate stateValid
Credit1,121.21
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.07 MB
Peak swap size153.37 MB
Peak disk usage1.37 MB

Stderr output

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

epoch time: 76.3954162598s, input_fired_time: 0.6292821765, output_fired_time: 0.4508209825, propagate_forward_time: 30.8136348724, propagate_backward_time: 41.5411262512, weight_update_time: 0.1646974087, other_time: 2.9605522156
epoch time: 6.8136639595s, input_fired_time: 0.0711853579, output_fired_time: 0.0000000000, propagate_forward_time: 6.2041587830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383195877
validation[          , genome  7002] predictions:    9595/  10000 (95.95%), best:    9627/10000 (96.27%), error:      1318.98389, best error:      1176.98853 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 76.4526062012s, input_fired_time: 0.6337485909, output_fired_time: 0.4696409702, propagate_forward_time: 30.8407421112, propagate_backward_time: 41.5518379211, weight_update_time: 0.1633374840, other_time: 2.9566307068
epoch time: 6.8892550468s, input_fired_time: 0.0914892033, output_fired_time: 0.0000000000, propagate_forward_time: 6.2661314011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316343307
validation[          , genome  7002] predictions:    9503/  10000 (95.03%), best:    9627/10000 (96.27%), error:      1643.87000, best error:      1176.98853 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 76.5157165527s, input_fired_time: 0.6273403168, output_fired_time: 0.4547677636, propagate_forward_time: 30.8917655945, propagate_backward_time: 41.6129188538, weight_update_time: 0.1629652679, other_time: 2.9289245605
epoch time: 6.9306282997s, input_fired_time: 0.0755039752, output_fired_time: 0.0000000000, propagate_forward_time: 6.2859497070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691747665
validation[          , genome  7002] predictions:    9585/  10000 (95.85%), best:    9627/10000 (96.27%), error:      1463.76904, best error:      1176.98853 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 76.8157577515s, input_fired_time: 0.6297830939, output_fired_time: 0.4507025778, propagate_forward_time: 31.1279659271, propagate_backward_time: 41.6540222168, weight_update_time: 0.1657181531, other_time: 2.9532852173
epoch time: 6.7730426788s, input_fired_time: 0.0716284961, output_fired_time: 0.0000000000, propagate_forward_time: 6.1739230156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274910927
validation[          , genome  7002] predictions:    9570/  10000 (95.70%), best:    9627/10000 (96.27%), error:      1382.50903, best error:      1176.98853 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 76.6675720215s, input_fired_time: 0.6707648635, output_fired_time: 0.4537768960, propagate_forward_time: 31.0603199005, propagate_backward_time: 41.5920715332, weight_update_time: 0.1595386267, other_time: 2.8906478882
epoch time: 6.8336367607s, input_fired_time: 0.0791706070, output_fired_time: 0.0000000000, propagate_forward_time: 6.2261905670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282754898
validation[          , genome  7002] predictions:    9596/  10000 (95.96%), best:    9627/10000 (96.27%), error:      1304.68213, best error:      1176.98853 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 76.4201507568s, input_fired_time: 0.6270214319, output_fired_time: 0.4416565001, propagate_forward_time: 30.7769451141, propagate_backward_time: 41.7214317322, weight_update_time: 0.1608363539, other_time: 2.8530921936
epoch time: 6.7724575996s, input_fired_time: 0.0699311644, output_fired_time: 0.0000000000, propagate_forward_time: 6.1828165054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5197100639
validation[          , genome  7002] predictions:    9623/  10000 (96.23%), best:    9627/10000 (96.27%), error:      1298.82532, best error:      1176.98853 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 76.7146301270s, input_fired_time: 0.6352670193, output_fired_time: 0.4837127626, propagate_forward_time: 30.9478950500, propagate_backward_time: 41.7448348999, weight_update_time: 0.1612673551, other_time: 2.9029197693
epoch time: 6.9711103439s, input_fired_time: 0.0756992474, output_fired_time: 0.0000000000, propagate_forward_time: 6.3622894287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331215858
validation[          , genome  7002] predictions:    9637/  10000 (96.37%), best:    9627/10000 (96.27%), error:      1190.08716, best error:      1176.98853 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 77.0598754883s, input_fired_time: 0.6276318431, output_fired_time: 0.4444481730, propagate_forward_time: 31.1248741150, propagate_backward_time: 41.9601593018, weight_update_time: 0.1593707502, other_time: 2.9027595520
epoch time: 6.7943878174s, input_fired_time: 0.0698678866, output_fired_time: 0.0000000000, propagate_forward_time: 6.1997761726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247435570
validation[          , genome  7002] predictions:    9641/  10000 (96.41%), best:    9627/10000 (96.27%), error:      1248.58704, best error:      1176.98853 on epoch:     9, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.8679504395s, input_fired_time: 0.6336793303, output_fired_time: 0.4796833098, propagate_forward_time: 31.0640163422, propagate_backward_time: 41.8061408997, weight_update_time: 0.1584453136, other_time: 2.8844261169
epoch time: 6.8311901093s, input_fired_time: 0.0709333345, output_fired_time: 0.0000000000, propagate_forward_time: 6.2414937019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187630653
validation[          , genome  7002] predictions:    9643/  10000 (96.43%), best:    9627/10000 (96.27%), error:      1221.87366, best error:      1176.98853 on epoch:     9, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 76.5858459473s, input_fired_time: 0.6284912229, output_fired_time: 0.4418815374, propagate_forward_time: 30.8984413147, propagate_backward_time: 41.7718582153, weight_update_time: 0.1584211588, other_time: 2.8451728821
epoch time: 6.7831978798s, input_fired_time: 0.0708866119, output_fired_time: 0.0000000000, propagate_forward_time: 6.1877498627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245614052
validation[          , genome  7002] predictions:    9568/  10000 (95.68%), best:    9627/10000 (96.27%), error:      1393.84241, best error:      1176.98853 on epoch:     9, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 76.7090835571s, input_fired_time: 0.6415008307, output_fired_time: 0.4477844834, propagate_forward_time: 30.9554710388, propagate_backward_time: 41.7878189087, weight_update_time: 0.1608354896, other_time: 2.8765068054
epoch time: 6.7651367188s, input_fired_time: 0.0699450001, output_fired_time: 0.0000000000, propagate_forward_time: 6.1506557465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445361137
validation[          , genome  7002] predictions:    9616/  10000 (96.16%), best:    9627/10000 (96.27%), error:      1243.55713, best error:      1176.98853 on epoch:     9, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 76.7482452393s, input_fired_time: 0.6311296821, output_fired_time: 0.5127567053, propagate_forward_time: 31.0035476685, propagate_backward_time: 41.7425003052, weight_update_time: 0.1593501866, other_time: 2.8583145142
epoch time: 6.9727935791s, input_fired_time: 0.0735340789, output_fired_time: 0.0000000000, propagate_forward_time: 6.3771662712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220932961
validation[          , genome  7002] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1106.94812, best error:      1106.94812 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 76.7846374512s, input_fired_time: 0.6332686543, output_fired_time: 0.4426455200, propagate_forward_time: 30.9591884613, propagate_backward_time: 41.8864707947, weight_update_time: 0.1593333036, other_time: 2.8630638123
epoch time: 6.8467135429s, input_fired_time: 0.0708348081, output_fired_time: 0.0000000000, propagate_forward_time: 6.2421164513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337624550
validation[          , genome  7002] predictions:    9636/  10000 (96.36%), best:    9677/10000 (96.77%), error:      1146.35632, best error:      1106.94812 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 76.9017105103s, input_fired_time: 0.6509279609, output_fired_time: 0.4429352283, propagate_forward_time: 30.9757404327, propagate_backward_time: 41.9692611694, weight_update_time: 0.1610968113, other_time: 2.8628540039
epoch time: 6.7895665169s, input_fired_time: 0.0718736425, output_fired_time: 0.0000000000, propagate_forward_time: 6.1962442398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214486122
validation[          , genome  7002] predictions:    9644/  10000 (96.44%), best:    9677/10000 (96.77%), error:      1136.11816, best error:      1106.94812 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 76.9009552002s, input_fired_time: 0.6455492377, output_fired_time: 0.4657721221, propagate_forward_time: 30.8836936951, propagate_backward_time: 42.0180854797, weight_update_time: 0.1609719545, other_time: 2.8878555298
epoch time: 6.9521131516s, input_fired_time: 0.0718625188, output_fired_time: 0.0000000000, propagate_forward_time: 6.3127632141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674872398
validation[          , genome  7002] predictions:    9642/  10000 (96.42%), best:    9677/10000 (96.77%), error:      1215.34412, best error:      1106.94812 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.8332214355s, input_fired_time: 0.7120544314, output_fired_time: 0.4454655349, propagate_forward_time: 30.8378829956, propagate_backward_time: 41.9402694702, weight_update_time: 0.1592199355, other_time: 2.8975524902
epoch time: 6.7786474228s, input_fired_time: 0.0711167678, output_fired_time: 0.0000000000, propagate_forward_time: 6.1824331284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250973701
validation[          , genome  7002] predictions:    9644/  10000 (96.44%), best:    9677/10000 (96.77%), error:      1202.57898, best error:      1106.94812 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 77.1728210449s, input_fired_time: 0.6301882863, output_fired_time: 0.4471569359, propagate_forward_time: 31.0753307343, propagate_backward_time: 42.1523056030, weight_update_time: 0.1599589884, other_time: 2.8678359985
epoch time: 6.7689638138s, input_fired_time: 0.0713161081, output_fired_time: 0.0000000000, propagate_forward_time: 6.1775183678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5201292038
validation[          , genome  7002] predictions:    9631/  10000 (96.31%), best:    9677/10000 (96.77%), error:      1187.41418, best error:      1106.94812 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 77.2616424561s, input_fired_time: 0.6300792098, output_fired_time: 0.4504964352, propagate_forward_time: 31.1444206238, propagate_backward_time: 42.1673164368, weight_update_time: 0.1619622111, other_time: 2.8693313599
epoch time: 6.8050985336s, input_fired_time: 0.0701120272, output_fired_time: 0.0000000000, propagate_forward_time: 6.2065563202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284299850
validation[          , genome  7002] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1068.75977, best error:      1068.75977 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 77.0935592651s, input_fired_time: 0.6382844448, output_fired_time: 0.4633021057, propagate_forward_time: 31.0166320801, propagate_backward_time: 42.0425491333, weight_update_time: 0.1633314341, other_time: 2.9327926636
epoch time: 6.8209304810s, input_fired_time: 0.0741405115, output_fired_time: 0.0000000000, propagate_forward_time: 6.2254948616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212950706
validation[          , genome  7002] predictions:    9653/  10000 (96.53%), best:    9685/10000 (96.85%), error:      1123.11792, best error:      1068.75977 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 76.8427963257s, input_fired_time: 0.6253764033, output_fired_time: 0.4473501444, propagate_forward_time: 30.7955799103, propagate_backward_time: 42.1156082153, weight_update_time: 0.1588040143, other_time: 2.8588867188
epoch time: 6.8368358612s, input_fired_time: 0.0714119151, output_fired_time: 0.0000000000, propagate_forward_time: 6.2493157387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161080360
validation[          , genome  7002] predictions:    9591/  10000 (95.91%), best:    9685/10000 (96.85%), error:      1355.36646, best error:      1068.75977 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 77.0530014038s, input_fired_time: 0.6629573107, output_fired_time: 0.4593810737, propagate_forward_time: 30.9576053619, propagate_backward_time: 42.0981216431, weight_update_time: 0.1593705416, other_time: 2.8749389648
epoch time: 6.8172512054s, input_fired_time: 0.0698608011, output_fired_time: 0.0000000000, propagate_forward_time: 6.2288103104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185799599
validation[          , genome  7002] predictions:    9638/  10000 (96.38%), best:    9685/10000 (96.85%), error:      1188.06274, best error:      1068.75977 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 76.9046096802s, input_fired_time: 0.6315847039, output_fired_time: 0.4412054121, propagate_forward_time: 30.7573699951, propagate_backward_time: 42.2042694092, weight_update_time: 0.1597261876, other_time: 2.8701782227
epoch time: 6.7339272499s, input_fired_time: 0.0704634935, output_fired_time: 0.0000000000, propagate_forward_time: 6.1424689293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209946632
validation[          , genome  7002] predictions:    9644/  10000 (96.44%), best:    9685/10000 (96.85%), error:      1132.04822, best error:      1068.75977 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 77.1500396729s, input_fired_time: 0.6755790710, output_fired_time: 0.4478758574, propagate_forward_time: 30.9750595093, propagate_backward_time: 42.1444091797, weight_update_time: 0.1594422907, other_time: 2.9071121216
epoch time: 6.7343096733s, input_fired_time: 0.0710066929, output_fired_time: 0.0000000000, propagate_forward_time: 6.1345744133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287284851
validation[          , genome  7002] predictions:    9654/  10000 (96.54%), best:    9685/10000 (96.85%), error:      1153.09619, best error:      1068.75977 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 76.8956909180s, input_fired_time: 0.6348336935, output_fired_time: 0.4833766818, propagate_forward_time: 30.6853733063, propagate_backward_time: 42.2091674805, weight_update_time: 0.1612193286, other_time: 2.8829421997
epoch time: 6.8055667877s, input_fired_time: 0.0726871341, output_fired_time: 0.0000000000, propagate_forward_time: 6.1994543076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334253311
validation[          , genome  7002] predictions:    9601/  10000 (96.01%), best:    9685/10000 (96.85%), error:      1238.79150, best error:      1068.75977 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 77.3396224976s, input_fired_time: 0.6317254305, output_fired_time: 0.5270943642, propagate_forward_time: 30.9623947144, propagate_backward_time: 42.3021430969, weight_update_time: 0.1601751298, other_time: 2.9162635803
epoch time: 6.8170318604s, input_fired_time: 0.0741480589, output_fired_time: 0.0000000000, propagate_forward_time: 6.2208685875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220150948
validation[          , genome  7002] predictions:    9667/  10000 (96.67%), best:    9667/10000 (96.67%), error:      1061.45166, best error:      1061.45166 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 77.3037567139s, input_fired_time: 0.6314659715, output_fired_time: 0.4458043277, propagate_forward_time: 31.0996017456, propagate_backward_time: 42.2470626831, weight_update_time: 0.1603882462, other_time: 2.8798217773
epoch time: 6.8766999245s, input_fired_time: 0.0715007782, output_fired_time: 0.0000000000, propagate_forward_time: 6.2694988251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357003212
validation[          , genome  7002] predictions:    9643/  10000 (96.43%), best:    9667/10000 (96.67%), error:      1115.52197, best error:      1061.45166 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 77.3519821167s, input_fired_time: 0.6458512545, output_fired_time: 0.4481869340, propagate_forward_time: 30.7869701385, propagate_backward_time: 42.5558128357, weight_update_time: 0.1598699689, other_time: 2.9151573181
epoch time: 6.7905735970s, input_fired_time: 0.0718896911, output_fired_time: 0.0000000000, propagate_forward_time: 6.1845488548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341348648
validation[          , genome  7002] predictions:    9680/  10000 (96.80%), best:    9667/10000 (96.67%), error:      1082.76331, best error:      1061.45166 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 77.3449935913s, input_fired_time: 0.6316257119, output_fired_time: 0.4510706961, propagate_forward_time: 30.8987655640, propagate_backward_time: 42.4752426147, weight_update_time: 0.1589714438, other_time: 2.8882904053
epoch time: 6.9135069847s, input_fired_time: 0.0718760341, output_fired_time: 0.0000000000, propagate_forward_time: 6.3164892197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5251417160
validation[          , genome  7002] predictions:    9649/  10000 (96.49%), best:    9667/10000 (96.67%), error:      1180.78699, best error:      1061.45166 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 77.1763839722s, input_fired_time: 0.6401809454, output_fired_time: 0.4559469521, propagate_forward_time: 30.8618736267, propagate_backward_time: 42.2554016113, weight_update_time: 0.1595594883, other_time: 2.9629783630
epoch time: 6.7641634941s, input_fired_time: 0.0711127892, output_fired_time: 0.0000000000, propagate_forward_time: 6.1717276573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213232040
validation[          , genome  7002] predictions:    9588/  10000 (95.88%), best:    9667/10000 (96.67%), error:      1398.53918, best error:      1061.45166 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 77.7055816650s, input_fired_time: 0.6411958337, output_fired_time: 0.4575645030, propagate_forward_time: 30.9565048218, propagate_backward_time: 42.7437973022, weight_update_time: 0.1617786288, other_time: 2.9065170288
epoch time: 6.7333831787s, input_fired_time: 0.0713195130, output_fired_time: 0.0000000000, propagate_forward_time: 6.1359333992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5261301994
validation[          , genome  7002] predictions:    9664/  10000 (96.64%), best:    9667/10000 (96.67%), error:      1070.32434, best error:      1061.45166 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 77.3558807373s, input_fired_time: 0.6448785663, output_fired_time: 0.4455969334, propagate_forward_time: 30.9077415466, propagate_backward_time: 42.4165191650, weight_update_time: 0.1776466072, other_time: 2.9411430359
epoch time: 6.7503161430s, input_fired_time: 0.0713475421, output_fired_time: 0.0000000000, propagate_forward_time: 6.1495442390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294241905
validation[          , genome  7002] predictions:    9675/  10000 (96.75%), best:    9667/10000 (96.67%), error:      1090.15698, best error:      1061.45166 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 77.0606460571s, input_fired_time: 0.6383875012, output_fired_time: 0.4477972984, propagate_forward_time: 30.7937393188, propagate_backward_time: 42.2851295471, weight_update_time: 0.1596618742, other_time: 2.8955879211
epoch time: 7.0112748146s, input_fired_time: 0.0708555505, output_fired_time: 0.0000000000, propagate_forward_time: 6.4045052528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359139442
validation[          , genome  7002] predictions:    9657/  10000 (96.57%), best:    9667/10000 (96.67%), error:      1180.01111, best error:      1061.45166 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 77.6338729858s, input_fired_time: 0.6387119293, output_fired_time: 0.4477886856, propagate_forward_time: 30.8274784088, propagate_backward_time: 42.7522354126, weight_update_time: 0.1594968140, other_time: 2.9676589966
epoch time: 6.9713106155s, input_fired_time: 0.0735726058, output_fired_time: 0.0000000000, propagate_forward_time: 6.2657413483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319966316
validation[          , genome  7002] predictions:    9617/  10000 (96.17%), best:    9667/10000 (96.67%), error:      1270.80164, best error:      1061.45166 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 77.6420440674s, input_fired_time: 0.6915409565, output_fired_time: 0.4468287528, propagate_forward_time: 31.0320796967, propagate_backward_time: 42.5676841736, weight_update_time: 0.1599020809, other_time: 2.9039039612
epoch time: 6.8762407303s, input_fired_time: 0.0719336346, output_fired_time: 0.0000000000, propagate_forward_time: 6.2776598930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266470909
validation[          , genome  7002] predictions:    9624/  10000 (96.24%), best:    9667/10000 (96.67%), error:      1197.16907, best error:      1061.45166 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 77.6753768921s, input_fired_time: 0.6388314962, output_fired_time: 0.4569950104, propagate_forward_time: 30.9632968903, propagate_backward_time: 42.7140388489, weight_update_time: 0.1594442725, other_time: 2.9022178650
epoch time: 6.8069605827s, input_fired_time: 0.0717065930, output_fired_time: 0.0000000000, propagate_forward_time: 6.2104835510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247702599
validation[          , genome  7002] predictions:    9625/  10000 (96.25%), best:    9667/10000 (96.67%), error:      1217.04028, best error:      1061.45166 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 77.7752838135s, input_fired_time: 0.6520690918, output_fired_time: 0.4419569373, propagate_forward_time: 30.9533672333, propagate_backward_time: 42.8403167725, weight_update_time: 0.1630585939, other_time: 2.8875732422
epoch time: 6.8662838936s, input_fired_time: 0.0988700315, output_fired_time: 0.0000000000, propagate_forward_time: 6.2329998016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344142914
validation[          , genome  7002] predictions:    9650/  10000 (96.50%), best:    9667/10000 (96.67%), error:      1138.81250, best error:      1061.45166 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 77.5562438965s, input_fired_time: 0.6774852872, output_fired_time: 0.4575721622, propagate_forward_time: 30.8551635742, propagate_backward_time: 42.6815948486, weight_update_time: 0.1586994082, other_time: 2.8844299316
epoch time: 6.7632441521s, input_fired_time: 0.0723268390, output_fired_time: 0.0000000000, propagate_forward_time: 6.1585059166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324115753
validation[          , genome  7002] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1060.99060, best error:      1060.99060 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 77.4096145630s, input_fired_time: 0.6442145705, output_fired_time: 0.4555272758, propagate_forward_time: 30.6834259033, propagate_backward_time: 42.6877098083, weight_update_time: 0.1634066999, other_time: 2.9387397766
epoch time: 6.8812241554s, input_fired_time: 0.0733083710, output_fired_time: 0.0000000000, propagate_forward_time: 6.2442512512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5636644363
validation[          , genome  7002] predictions:    9639/  10000 (96.39%), best:    9685/10000 (96.85%), error:      1180.62634, best error:      1060.99060 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 77.1861953735s, input_fired_time: 0.6435063481, output_fired_time: 0.4545614123, propagate_forward_time: 30.6835575104, propagate_backward_time: 42.4807701111, weight_update_time: 0.1631680131, other_time: 2.9238014221
epoch time: 6.8418483734s, input_fired_time: 0.0721491948, output_fired_time: 0.0000000000, propagate_forward_time: 6.2379875183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317115784
validation[          , genome  7002] predictions:    9600/  10000 (96.00%), best:    9685/10000 (96.85%), error:      1276.26648, best error:      1060.99060 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 77.4093856812s, input_fired_time: 0.6474539042, output_fired_time: 0.4422419965, propagate_forward_time: 30.7842273712, propagate_backward_time: 42.6604766846, weight_update_time: 0.1633895189, other_time: 2.8749847412
epoch time: 6.7635769844s, input_fired_time: 0.0722302422, output_fired_time: 0.0000000000, propagate_forward_time: 6.1691145897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222320557
validation[          , genome  7002] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1055.02124, best error:      1055.02124 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 79.6386642456s, input_fired_time: 0.6710105538, output_fired_time: 0.4631481171, propagate_forward_time: 31.8080806732, propagate_backward_time: 43.7343597412, weight_update_time: 0.1644732505, other_time: 2.9620590210
epoch time: 6.7542047501s, input_fired_time: 0.0718595609, output_fired_time: 0.0000000000, propagate_forward_time: 6.1541948318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281505585
validation[          , genome  7002] predictions:    9642/  10000 (96.42%), best:    9680/10000 (96.80%), error:      1196.54883, best error:      1055.02124 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 77.5035552979s, input_fired_time: 0.6409179568, output_fired_time: 0.4458304942, propagate_forward_time: 30.9619655609, propagate_backward_time: 42.5448188782, weight_update_time: 0.1595778167, other_time: 2.9100227356
epoch time: 6.7435526848s, input_fired_time: 0.0718745291, output_fired_time: 0.0000000000, propagate_forward_time: 6.1483259201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233521461
validation[          , genome  7002] predictions:    9681/  10000 (96.81%), best:    9680/10000 (96.80%), error:      1094.84607, best error:      1055.02124 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 77.5855178833s, input_fired_time: 0.6419212818, output_fired_time: 0.4488197267, propagate_forward_time: 30.8167285919, propagate_backward_time: 42.7773323059, weight_update_time: 0.1598823816, other_time: 2.9007148743
epoch time: 6.7787799835s, input_fired_time: 0.0734998658, output_fired_time: 0.0000000000, propagate_forward_time: 6.1765408516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287394524
validation[          , genome  7002] predictions:    9658/  10000 (96.58%), best:    9680/10000 (96.80%), error:      1115.79175, best error:      1055.02124 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 77.7514877319s, input_fired_time: 0.6892525554, output_fired_time: 0.4540539682, propagate_forward_time: 30.9114074707, propagate_backward_time: 42.7594985962, weight_update_time: 0.1603279710, other_time: 2.9372711182
epoch time: 6.7385683060s, input_fired_time: 0.0747918710, output_fired_time: 0.0000000000, propagate_forward_time: 6.1459364891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178399086
validation[          , genome  7002] predictions:    9675/  10000 (96.75%), best:    9680/10000 (96.80%), error:      1144.01831, best error:      1055.02124 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 77.5685424805s, input_fired_time: 0.6352434158, output_fired_time: 0.4443366230, propagate_forward_time: 30.9805965424, propagate_backward_time: 42.6348991394, weight_update_time: 0.1609078050, other_time: 2.8734626770
epoch time: 6.7656955719s, input_fired_time: 0.0752192736, output_fired_time: 0.0000000000, propagate_forward_time: 6.1609025002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5295739174
validation[          , genome  7002] predictions:    9664/  10000 (96.64%), best:    9680/10000 (96.80%), error:      1090.12720, best error:      1055.02124 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 77.5897064209s, input_fired_time: 0.6332150698, output_fired_time: 0.4521558285, propagate_forward_time: 30.9433326721, propagate_backward_time: 42.6599731445, weight_update_time: 0.1641313583, other_time: 2.9010276794
epoch time: 6.9020748138s, input_fired_time: 0.0739677027, output_fired_time: 0.0000000000, propagate_forward_time: 6.2908205986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372862816
validation[          , genome  7002] predictions:    9700/  10000 (97.00%), best:    9680/10000 (96.80%), error:      1058.26819, best error:      1055.02124 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 77.9724578857s, input_fired_time: 0.6404953599, output_fired_time: 0.4516728818, propagate_forward_time: 31.0878620148, propagate_backward_time: 42.8414573669, weight_update_time: 0.1610085070, other_time: 2.9509696960
epoch time: 6.7376523018s, input_fired_time: 0.0727898180, output_fired_time: 0.0000000000, propagate_forward_time: 6.1380033493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268592834
validation[          , genome  7002] predictions:    9671/  10000 (96.71%), best:    9680/10000 (96.80%), error:      1076.02454, best error:      1055.02124 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 77.5594940186s, input_fired_time: 0.6422249675, output_fired_time: 0.4476606846, propagate_forward_time: 30.8675880432, propagate_backward_time: 42.7266578674, weight_update_time: 0.1594413370, other_time: 2.8753585815
epoch time: 6.9092841148s, input_fired_time: 0.0741982833, output_fired_time: 0.0000000000, propagate_forward_time: 6.3127017021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223841667
validation[          , genome  7002] predictions:    9660/  10000 (96.60%), best:    9680/10000 (96.80%), error:      1186.08215, best error:      1055.02124 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 77.7224197388s, input_fired_time: 0.6362153292, output_fired_time: 0.4488600492, propagate_forward_time: 30.9794673920, propagate_backward_time: 42.7268371582, weight_update_time: 0.1624503434, other_time: 2.9310379028
epoch time: 6.7936973572s, input_fired_time: 0.0828899518, output_fired_time: 0.0000000000, propagate_forward_time: 6.1776156425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331916809
validation[          , genome  7002] predictions:    9671/  10000 (96.71%), best:    9680/10000 (96.80%), error:      1106.78125, best error:      1055.02124 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 77.6969451904s, input_fired_time: 0.6571089625, output_fired_time: 0.4470256865, propagate_forward_time: 30.7393589020, propagate_backward_time: 42.9332885742, weight_update_time: 0.1897834390, other_time: 2.9201583862
epoch time: 6.7863898277s, input_fired_time: 0.0729073212, output_fired_time: 0.0000000000, propagate_forward_time: 6.1941051483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193772316
validation[          , genome  7002] predictions:    9685/  10000 (96.85%), best:    9680/10000 (96.80%), error:      1065.31079, best error:      1055.02124 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 77.9011459351s, input_fired_time: 0.6580213308, output_fired_time: 0.4454285204, propagate_forward_time: 30.9534912109, propagate_backward_time: 42.9356384277, weight_update_time: 0.1600104868, other_time: 2.9085693359
epoch time: 6.7729015350s, input_fired_time: 0.0748562142, output_fired_time: 0.0000000000, propagate_forward_time: 6.1718120575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262331963
validation[          , genome  7002] predictions:    9672/  10000 (96.72%), best:    9680/10000 (96.80%), error:      1081.51880, best error:      1055.02124 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 77.6272430420s, input_fired_time: 0.6401336789, output_fired_time: 0.4491441250, propagate_forward_time: 30.8133754730, propagate_backward_time: 42.8428649902, weight_update_time: 0.1677376926, other_time: 2.8817214966
epoch time: 6.7698035240s, input_fired_time: 0.0745091513, output_fired_time: 0.0000000000, propagate_forward_time: 6.1661014557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291929245
validation[          , genome  7002] predictions:    9681/  10000 (96.81%), best:    9680/10000 (96.80%), error:      1059.45618, best error:      1055.02124 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 78.1765060425s, input_fired_time: 0.6429107785, output_fired_time: 0.4724116921, propagate_forward_time: 31.0601596832, propagate_backward_time: 43.0680847168, weight_update_time: 0.1934905052, other_time: 2.9329376221
epoch time: 6.8329448700s, input_fired_time: 0.0735884681, output_fired_time: 0.0000000000, propagate_forward_time: 6.2303762436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289802551
validation[          , genome  7002] predictions:    9615/  10000 (96.15%), best:    9680/10000 (96.80%), error:      1272.86047, best error:      1055.02124 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 77.5325546265s, input_fired_time: 0.6404116154, output_fired_time: 0.4448023140, propagate_forward_time: 30.9389076233, propagate_backward_time: 42.6505699158, weight_update_time: 0.1602870375, other_time: 2.8578643799
epoch time: 6.8168592453s, input_fired_time: 0.0740657002, output_fired_time: 0.0000000000, propagate_forward_time: 6.2144041061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5283894539
validation[          , genome  7002] predictions:    9699/  10000 (96.99%), best:    9680/10000 (96.80%), error:      1061.36914, best error:      1055.02124 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 77.5677947998s, input_fired_time: 0.6493389606, output_fired_time: 0.4506389797, propagate_forward_time: 30.9154930115, propagate_backward_time: 42.6521759033, weight_update_time: 0.1606201380, other_time: 2.9001502991
epoch time: 6.8014783859s, input_fired_time: 0.0731949210, output_fired_time: 0.0000000000, propagate_forward_time: 6.1959648132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323185921
validation[          , genome  7002] predictions:    9666/  10000 (96.66%), best:    9680/10000 (96.80%), error:      1080.50098, best error:      1055.02124 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 77.5976257324s, input_fired_time: 0.6478980780, output_fired_time: 0.4488507807, propagate_forward_time: 30.7584209442, propagate_backward_time: 42.8497924805, weight_update_time: 0.1606723666, other_time: 2.8926620483
epoch time: 6.8096380234s, input_fired_time: 0.0709842891, output_fired_time: 0.0000000000, propagate_forward_time: 6.2183442116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5203094482
validation[          , genome  7002] predictions:    9671/  10000 (96.71%), best:    9680/10000 (96.80%), error:      1108.74036, best error:      1055.02124 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 77.6118087769s, input_fired_time: 0.6414545774, output_fired_time: 0.4442583919, propagate_forward_time: 30.7098503113, propagate_backward_time: 42.9232215881, weight_update_time: 0.1601961255, other_time: 2.8930206299
epoch time: 6.7937850952s, input_fired_time: 0.0730078444, output_fired_time: 0.0000000000, propagate_forward_time: 6.1860108376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347661972
validation[          , genome  7002] predictions:    9659/  10000 (96.59%), best:    9680/10000 (96.80%), error:      1104.63867, best error:      1055.02124 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 77.9860000610s, input_fired_time: 0.6403457522, output_fired_time: 0.4517849386, propagate_forward_time: 30.9388065338, propagate_backward_time: 43.0516242981, weight_update_time: 0.1599164158, other_time: 2.9034461975
epoch time: 6.8044180870s, input_fired_time: 0.0766524002, output_fired_time: 0.0000000000, propagate_forward_time: 6.1906118393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371537209
validation[          , genome  7002] predictions:    9649/  10000 (96.49%), best:    9680/10000 (96.80%), error:      1172.28394, best error:      1055.02124 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 77.4880981445s, input_fired_time: 0.6572423577, output_fired_time: 0.4428143501, propagate_forward_time: 30.9776897430, propagate_backward_time: 42.5174179077, weight_update_time: 0.1605559140, other_time: 2.8929290771
epoch time: 6.7697973251s, input_fired_time: 0.0766670108, output_fired_time: 0.0000000000, propagate_forward_time: 6.1637067795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294237137
validation[          , genome  7002] predictions:    9673/  10000 (96.73%), best:    9680/10000 (96.80%), error:      1105.91016, best error:      1055.02124 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 77.9246139526s, input_fired_time: 0.6846288443, output_fired_time: 0.4531295300, propagate_forward_time: 30.9060192108, propagate_backward_time: 43.0050354004, weight_update_time: 0.1640840024, other_time: 2.8757934570
epoch time: 6.8391990662s, input_fired_time: 0.0734164789, output_fired_time: 0.0000000000, propagate_forward_time: 6.2267184258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390639305
validation[          , genome  7002] predictions:    9655/  10000 (96.55%), best:    9680/10000 (96.80%), error:      1145.57788, best error:      1055.02124 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 77.8243026733s, input_fired_time: 0.6594374180, output_fired_time: 0.4572555721, propagate_forward_time: 30.8699798584, propagate_backward_time: 42.9260101318, weight_update_time: 0.1606915146, other_time: 2.9116210938
epoch time: 6.7818536758s, input_fired_time: 0.0789035410, output_fired_time: 0.0000000000, propagate_forward_time: 6.1737751961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291748047
validation[          , genome  7002] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1052.27258, best error:      1052.27258 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 77.6613311768s, input_fired_time: 0.6447649598, output_fired_time: 0.4502763152, propagate_forward_time: 30.9337520599, propagate_backward_time: 42.7487907410, weight_update_time: 0.1643373817, other_time: 2.8837394714
epoch time: 7.0570015907s, input_fired_time: 0.0734696314, output_fired_time: 0.0000000000, propagate_forward_time: 6.4594106674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241212845
validation[          , genome  7002] predictions:    9590/  10000 (95.90%), best:    9704/10000 (97.04%), error:      1310.72839, best error:      1052.27258 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 77.8664321899s, input_fired_time: 0.6510095000, output_fired_time: 0.4524175823, propagate_forward_time: 30.8568134308, propagate_backward_time: 42.9474792480, weight_update_time: 0.1618870199, other_time: 2.9587173462
epoch time: 6.8516268730s, input_fired_time: 0.0728987157, output_fired_time: 0.0000000000, propagate_forward_time: 6.1820220947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5967059135
validation[          , genome  7002] predictions:    9686/  10000 (96.86%), best:    9704/10000 (97.04%), error:      1066.81152, best error:      1052.27258 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 77.4958496094s, input_fired_time: 0.6416218877, output_fired_time: 0.4523593187, propagate_forward_time: 30.7154369354, propagate_backward_time: 42.7754135132, weight_update_time: 0.1616042256, other_time: 2.9110107422
epoch time: 6.7747159004s, input_fired_time: 0.0750194788, output_fired_time: 0.0000000000, propagate_forward_time: 6.1547093391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449872017
validation[          , genome  7002] predictions:    9688/  10000 (96.88%), best:    9704/10000 (97.04%), error:      1086.70740, best error:      1052.27258 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 78.0182952881s, input_fired_time: 0.6679486632, output_fired_time: 0.5327408314, propagate_forward_time: 30.8975620270, propagate_backward_time: 43.0254554749, weight_update_time: 0.1645502150, other_time: 2.8945960999
epoch time: 6.8223319054s, input_fired_time: 0.0739454404, output_fired_time: 0.0000000000, propagate_forward_time: 6.2156958580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326905251
validation[          , genome  7002] predictions:    9642/  10000 (96.42%), best:    9704/10000 (97.04%), error:      1197.73413, best error:      1052.27258 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 78.2376327515s, input_fired_time: 0.6449526548, output_fired_time: 0.4502614439, propagate_forward_time: 31.2078418732, propagate_backward_time: 43.0202598572, weight_update_time: 0.1638953388, other_time: 2.9143180847
epoch time: 6.8636126518s, input_fired_time: 0.0730370209, output_fired_time: 0.0000000000, propagate_forward_time: 6.2630929947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5274825096
validation[          , genome  7002] predictions:    9679/  10000 (96.79%), best:    9704/10000 (97.04%), error:      1081.96704, best error:      1052.27258 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 77.9726409912s, input_fired_time: 0.6486995220, output_fired_time: 0.4466989338, propagate_forward_time: 30.8816165924, propagate_backward_time: 43.1004066467, weight_update_time: 0.1692603976, other_time: 2.8952217102
epoch time: 6.8170552254s, input_fired_time: 0.0735856891, output_fired_time: 0.0000000000, propagate_forward_time: 6.2161560059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273137093
validation[          , genome  7002] predictions:    9668/  10000 (96.68%), best:    9704/10000 (97.04%), error:      1109.56421, best error:      1052.27258 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 77.7311553955s, input_fired_time: 0.6755686998, output_fired_time: 0.4679178894, propagate_forward_time: 30.9160861969, propagate_backward_time: 42.7352142334, weight_update_time: 0.1626601368, other_time: 2.9363708496
epoch time: 6.7600712776s, input_fired_time: 0.0729071274, output_fired_time: 0.0000000000, propagate_forward_time: 6.1622734070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248908997
validation[          , genome  7002] predictions:    9681/  10000 (96.81%), best:    9704/10000 (97.04%), error:      1064.97180, best error:      1052.27258 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 78.0814819336s, input_fired_time: 0.6824256778, output_fired_time: 0.4498719275, propagate_forward_time: 30.9336032867, propagate_backward_time: 43.0825080872, weight_update_time: 0.1610943824, other_time: 2.9330711365
epoch time: 6.7396020889s, input_fired_time: 0.0792222694, output_fired_time: 0.0000000000, propagate_forward_time: 6.1404266357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5199532509
validation[          , genome  7002] predictions:    9660/  10000 (96.60%), best:    9704/10000 (97.04%), error:      1161.43774, best error:      1052.27258 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 77.6775665283s, input_fired_time: 0.6440362334, output_fired_time: 0.4593752921, propagate_forward_time: 30.8417167664, propagate_backward_time: 42.7956962585, weight_update_time: 0.1672194004, other_time: 2.9367446899
epoch time: 6.8547344208s, input_fired_time: 0.0743981302, output_fired_time: 0.0000000000, propagate_forward_time: 6.2452344894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351018906
validation[          , genome  7002] predictions:    9672/  10000 (96.72%), best:    9704/10000 (97.04%), error:      1092.77051, best error:      1052.27258 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 78.1029510498s, input_fired_time: 0.6526989341, output_fired_time: 0.4715376496, propagate_forward_time: 30.9884223938, propagate_backward_time: 43.0929183960, weight_update_time: 0.1626516879, other_time: 2.8973731995
epoch time: 6.7234430313s, input_fired_time: 0.0743135437, output_fired_time: 0.0000000000, propagate_forward_time: 6.1273608208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217685699
validation[          , genome  7002] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1100.21838, best error:      1052.27258 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 77.9114608765s, input_fired_time: 0.6468089819, output_fired_time: 0.4541130662, propagate_forward_time: 30.9422836304, propagate_backward_time: 42.9301910400, weight_update_time: 0.1618431509, other_time: 2.9380569458
epoch time: 6.8002576828s, input_fired_time: 0.0749007910, output_fired_time: 0.0000000000, propagate_forward_time: 6.1935949326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317621231
validation[          , genome  7002] predictions:    9661/  10000 (96.61%), best:    9704/10000 (97.04%), error:      1099.43982, best error:      1052.27258 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.0405883789s, input_fired_time: 0.6639533043, output_fired_time: 0.4911802411, propagate_forward_time: 30.8405799866, propagate_backward_time: 43.1408843994, weight_update_time: 0.1649004519, other_time: 2.9039878845
epoch time: 6.7837553024s, input_fired_time: 0.0754239485, output_fired_time: 0.0000000000, propagate_forward_time: 6.1790914536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292401314
validation[          , genome  7002] predictions:    9661/  10000 (96.61%), best:    9704/10000 (97.04%), error:      1093.63684, best error:      1052.27258 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 77.8149871826s, input_fired_time: 0.6524462700, output_fired_time: 0.4507979751, propagate_forward_time: 30.9356956482, propagate_backward_time: 42.8808822632, weight_update_time: 0.1608185321, other_time: 2.8951683044
epoch time: 6.7680625916s, input_fired_time: 0.0741401315, output_fired_time: 0.0000000000, propagate_forward_time: 6.1713066101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5226159096
validation[          , genome  7002] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1043.63818, best error:      1043.63818 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 77.5910720825s, input_fired_time: 0.6491338611, output_fired_time: 0.4501183629, propagate_forward_time: 30.8566703796, propagate_backward_time: 42.7219238281, weight_update_time: 0.1610958278, other_time: 2.9132270813
epoch time: 6.8003501892s, input_fired_time: 0.0744515583, output_fired_time: 0.0000000000, propagate_forward_time: 6.1990599632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268387794
validation[          , genome  7002] predictions:    9669/  10000 (96.69%), best:    9693/10000 (96.93%), error:      1071.89722, best error:      1043.63818 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.3190383911s, input_fired_time: 0.6690422297, output_fired_time: 0.4507955015, propagate_forward_time: 31.0254020691, propagate_backward_time: 43.2428550720, weight_update_time: 0.1620096415, other_time: 2.9309387207
epoch time: 6.8014564514s, input_fired_time: 0.0742313340, output_fired_time: 0.0000000000, propagate_forward_time: 6.2001829147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5270423889
validation[          , genome  7002] predictions:    9675/  10000 (96.75%), best:    9693/10000 (96.93%), error:      1064.96057, best error:      1043.63818 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.1409454346s, input_fired_time: 0.6449297071, output_fired_time: 0.4649811089, propagate_forward_time: 30.8863906860, propagate_backward_time: 43.2023544312, weight_update_time: 0.1621284634, other_time: 2.9422912598
epoch time: 6.7578597069s, input_fired_time: 0.0739054605, output_fired_time: 0.0000000000, propagate_forward_time: 6.1657547951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181994438
validation[          , genome  7002] predictions:    9664/  10000 (96.64%), best:    9693/10000 (96.93%), error:      1105.44458, best error:      1043.63818 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 77.9766311646s, input_fired_time: 0.6489428878, output_fired_time: 0.4494860470, propagate_forward_time: 30.8875217438, propagate_backward_time: 43.0877647400, weight_update_time: 0.1692057848, other_time: 2.9029197693
epoch time: 6.9257349968s, input_fired_time: 0.0741711631, output_fired_time: 0.0000000000, propagate_forward_time: 6.3105072975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410566330
validation[          , genome  7002] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1014.46222, best error:      1014.46222 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 77.8823089600s, input_fired_time: 0.6545990109, output_fired_time: 0.4533435106, propagate_forward_time: 31.0092220306, propagate_backward_time: 42.8251609802, weight_update_time: 0.1668264568, other_time: 2.9399757385
epoch time: 6.8441610336s, input_fired_time: 0.0743275955, output_fired_time: 0.0000000000, propagate_forward_time: 6.2407507896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5290827751
validation[          , genome  7002] predictions:    9629/  10000 (96.29%), best:    9696/10000 (96.96%), error:      1246.27527, best error:      1014.46222 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 78.0306091309s, input_fired_time: 0.6614277959, output_fired_time: 0.4541169405, propagate_forward_time: 30.9087638855, propagate_backward_time: 43.0485725403, weight_update_time: 0.1670536995, other_time: 2.9577255249
epoch time: 6.8845405579s, input_fired_time: 0.0766365752, output_fired_time: 0.0000000000, propagate_forward_time: 6.2793335915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285701752
validation[          , genome  7002] predictions:    9690/  10000 (96.90%), best:    9696/10000 (96.96%), error:      1056.52710, best error:      1014.46222 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 77.8185653687s, input_fired_time: 0.6458916068, output_fired_time: 0.4503118992, propagate_forward_time: 30.8643989563, propagate_backward_time: 42.9785690308, weight_update_time: 0.1614324898, other_time: 2.8793983459
epoch time: 6.8957157135s, input_fired_time: 0.0743055567, output_fired_time: 0.0000000000, propagate_forward_time: 6.2620844841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593256950
validation[          , genome  7002] predictions:    9681/  10000 (96.81%), best:    9696/10000 (96.96%), error:      1091.03955, best error:      1014.46222 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 78.1948547363s, input_fired_time: 0.6666682363, output_fired_time: 0.4519116282, propagate_forward_time: 30.9228172302, propagate_backward_time: 43.1707077026, weight_update_time: 0.1636249721, other_time: 2.9827461243
epoch time: 6.7935242653s, input_fired_time: 0.0752856284, output_fired_time: 0.0000000000, propagate_forward_time: 6.1864099503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318288803
validation[          , genome  7002] predictions:    9685/  10000 (96.85%), best:    9696/10000 (96.96%), error:      1062.64209, best error:      1014.46222 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.0759429932s, input_fired_time: 0.7009344697, output_fired_time: 0.4555811882, propagate_forward_time: 30.9406299591, propagate_backward_time: 42.9976501465, weight_update_time: 0.1621269733, other_time: 2.9811477661
epoch time: 6.8086514473s, input_fired_time: 0.0749541596, output_fired_time: 0.0000000000, propagate_forward_time: 6.1956419945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380554199
validation[          , genome  7002] predictions:    9663/  10000 (96.63%), best:    9696/10000 (96.96%), error:      1144.15149, best error:      1014.46222 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 78.3509750366s, input_fired_time: 0.6556643248, output_fired_time: 0.4529209435, propagate_forward_time: 31.0712299347, propagate_backward_time: 43.2449264526, weight_update_time: 0.1634988338, other_time: 2.9262390137
epoch time: 6.8668904305s, input_fired_time: 0.0755748972, output_fired_time: 0.0000000000, propagate_forward_time: 6.2672138214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241017342
validation[          , genome  7002] predictions:    9671/  10000 (96.71%), best:    9696/10000 (96.96%), error:      1096.90723, best error:      1014.46222 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 77.9616394043s, input_fired_time: 0.6611424685, output_fired_time: 0.4541859031, propagate_forward_time: 30.7415580750, propagate_backward_time: 43.1970901489, weight_update_time: 0.1688246280, other_time: 2.9076652527
epoch time: 6.7653369904s, input_fired_time: 0.0755366534, output_fired_time: 0.0000000000, propagate_forward_time: 6.1661076546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236926079
validation[          , genome  7002] predictions:    9689/  10000 (96.89%), best:    9696/10000 (96.96%), error:      1056.49316, best error:      1014.46222 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 78.0277481079s, input_fired_time: 0.6524214149, output_fired_time: 0.4504947662, propagate_forward_time: 30.8797149658, propagate_backward_time: 43.0993194580, weight_update_time: 0.1656382233, other_time: 2.9458007812
epoch time: 6.8436841965s, input_fired_time: 0.0742791668, output_fired_time: 0.0000000000, propagate_forward_time: 6.2177586555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516462326
validation[          , genome  7002] predictions:    9689/  10000 (96.89%), best:    9696/10000 (96.96%), error:      1051.69958, best error:      1014.46222 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 78.2309036255s, input_fired_time: 0.6624473929, output_fired_time: 0.4501340389, propagate_forward_time: 30.8732318878, propagate_backward_time: 43.2734832764, weight_update_time: 0.1638685614, other_time: 2.9716110229
epoch time: 6.8603224754s, input_fired_time: 0.0739441216, output_fired_time: 0.0000000000, propagate_forward_time: 6.2642507553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5221276283
validation[          , genome  7002] predictions:    9652/  10000 (96.52%), best:    9696/10000 (96.96%), error:      1159.32959, best error:      1014.46222 on epoch:    91, 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: 34.4984169006s, input_fired_time: 0.3932829201, output_fired_time: 0.0000000000, propagate_forward_time: 31.4274139404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6777191162
best training[          , genome  7002] predictions:   49444/  50000 (98.89%), best:    9696/10000 (96.96%), error:      2200.95068, best error:      1014.46222 on epoch:    91, 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: 6.8055696487s, input_fired_time: 0.0739984810, output_fired_time: 0.0000000000, propagate_forward_time: 6.2101769447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213942528
   testing[          , genome  7002] predictions:    9758/  10000 (97.58%), best:    9696/10000 (96.96%), error:       836.22333, best error:      1014.46222 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:57:49 (21791): called boinc_finish(0)

</stderr_txt>
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