Nameexact_genome_1512568488_45_6780_1
Workunit2605107
Created7 Dec 2017, 21:50:52 UTC
Sent7 Dec 2017, 21:55:22 UTC
Report deadline16 Dec 2017, 13:25:53 UTC
Received8 Dec 2017, 0:58:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 20 min 36 sec
CPU time2 hours 20 min 8 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 76.5385818481s, input_fired_time: 0.9708231688, output_fired_time: 0.6248818040, propagate_forward_time: 29.5194435120, propagate_backward_time: 43.4770355225, weight_update_time: 0.0863325521, other_time: 1.9463920593
epoch time: 6.3608436584s, input_fired_time: 0.1051929146, output_fired_time: 0.0000000000, propagate_forward_time: 5.9183721542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372783661
validation[          , genome  6780] predictions:    9709/  10000 (97.09%), best:    9743/10000 (97.43%), error:       965.46063, best error:       897.57941 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 76.7396850586s, input_fired_time: 0.9741911292, output_fired_time: 0.6274166107, propagate_forward_time: 29.5477695465, propagate_backward_time: 43.6372299194, weight_update_time: 0.0874115229, other_time: 1.9530792236
epoch time: 6.3715276718s, input_fired_time: 0.1074348763, output_fired_time: 0.0000000000, propagate_forward_time: 5.9236593246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404335976
validation[          , genome  6780] predictions:    9712/  10000 (97.12%), best:    9743/10000 (97.43%), error:      1004.16388, best error:       897.57941 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 77.2315521240s, input_fired_time: 0.9936916828, output_fired_time: 0.6287178397, propagate_forward_time: 29.7014122009, propagate_backward_time: 43.9147377014, weight_update_time: 0.0869268775, other_time: 1.9929962158
epoch time: 6.4001994133s, input_fired_time: 0.1086234078, output_fired_time: 0.0000000000, propagate_forward_time: 5.9477977753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437781334
validation[          , genome  6780] predictions:    9719/  10000 (97.19%), best:    9743/10000 (97.43%), error:       944.73285, best error:       897.57941 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 77.2332077026s, input_fired_time: 0.9924984574, output_fired_time: 0.6284034252, propagate_forward_time: 29.6822261810, propagate_backward_time: 43.9530029297, weight_update_time: 0.0875944793, other_time: 1.9770736694
epoch time: 6.2694129944s, input_fired_time: 0.0993735641, output_fired_time: 0.0000000000, propagate_forward_time: 5.8441777229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258619308
validation[          , genome  6780] predictions:    9749/  10000 (97.49%), best:    9743/10000 (97.43%), error:       904.41699, best error:       897.57941 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 76.3756790161s, input_fired_time: 0.9622131586, output_fired_time: 0.6205400825, propagate_forward_time: 29.4122104645, propagate_backward_time: 43.4626884460, weight_update_time: 0.0868083835, other_time: 1.9180335999
epoch time: 6.3167834282s, input_fired_time: 0.1020804197, output_fired_time: 0.0000000000, propagate_forward_time: 5.8822779655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324251175
validation[          , genome  6780] predictions:    9691/  10000 (96.91%), best:    9743/10000 (97.43%), error:      1047.25439, best error:       897.57941 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 77.1404495239s, input_fired_time: 0.9770997167, output_fired_time: 0.6336683035, propagate_forward_time: 29.7284069061, propagate_backward_time: 43.8431854248, weight_update_time: 0.0913907215, other_time: 1.9580917358
epoch time: 6.3320174217s, input_fired_time: 0.1036636531, output_fired_time: 0.0000000000, propagate_forward_time: 5.8937673569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345866203
validation[          , genome  6780] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       895.99060, best error:       895.99060 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 76.6380081177s, input_fired_time: 0.9810130000, output_fired_time: 0.6256459951, propagate_forward_time: 29.5449562073, propagate_backward_time: 43.5428352356, weight_update_time: 0.0861438215, other_time: 1.9435577393
epoch time: 6.3561882973s, input_fired_time: 0.1086622253, output_fired_time: 0.0000000000, propagate_forward_time: 5.9096713066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378548622
validation[          , genome  6780] predictions:    9728/  10000 (97.28%), best:    9734/10000 (97.34%), error:       902.71863, best error:       895.99060 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 76.6010131836s, input_fired_time: 0.9731413126, output_fired_time: 0.6261786222, propagate_forward_time: 29.5780811310, propagate_backward_time: 43.4882888794, weight_update_time: 0.0863653049, other_time: 1.9353256226
epoch time: 6.3201766014s, input_fired_time: 0.1023137569, output_fired_time: 0.0000000000, propagate_forward_time: 5.8896136284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282494545
validation[          , genome  6780] predictions:    9717/  10000 (97.17%), best:    9734/10000 (97.34%), error:       990.93030, best error:       895.99060 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 77.2267150879s, input_fired_time: 0.9866390824, output_fired_time: 0.6296041012, propagate_forward_time: 29.6749572754, propagate_backward_time: 43.9753456116, weight_update_time: 0.0866786018, other_time: 1.9601707458
epoch time: 6.3610968590s, input_fired_time: 0.1082324162, output_fired_time: 0.0000000000, propagate_forward_time: 5.9136891365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391752243
validation[          , genome  6780] predictions:    9729/  10000 (97.29%), best:    9734/10000 (97.34%), error:       920.60614, best error:       895.99060 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 76.9445343018s, input_fired_time: 0.9919120669, output_fired_time: 0.6295445561, propagate_forward_time: 29.6292114258, propagate_backward_time: 43.7290611267, weight_update_time: 0.0864384696, other_time: 1.9648017883
epoch time: 6.2984972000s, input_fired_time: 0.1063444763, output_fired_time: 0.0000000000, propagate_forward_time: 5.8597598076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323926926
validation[          , genome  6780] predictions:    9720/  10000 (97.20%), best:    9734/10000 (97.34%), error:       921.38019, best error:       895.99060 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 76.2705688477s, input_fired_time: 0.9737253189, output_fired_time: 0.6214303374, propagate_forward_time: 29.4272403717, propagate_backward_time: 43.3217315674, weight_update_time: 0.0852251947, other_time: 1.9264450073
epoch time: 6.2955689430s, input_fired_time: 0.1067854762, output_fired_time: 0.0000000000, propagate_forward_time: 5.8566608429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321228027
validation[          , genome  6780] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       819.22260, best error:       819.22260 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 76.4059371948s, input_fired_time: 0.9860727787, output_fired_time: 0.6219111681, propagate_forward_time: 29.4613761902, propagate_backward_time: 43.4026107788, weight_update_time: 0.0859156698, other_time: 1.9339637756
epoch time: 6.5151696205s, input_fired_time: 0.1060472354, output_fired_time: 0.0000000000, propagate_forward_time: 6.0596642494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494582176
validation[          , genome  6780] predictions:    9763/  10000 (97.63%), best:    9762/10000 (97.62%), error:       828.73236, best error:       819.22260 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 76.4773178101s, input_fired_time: 0.9780651927, output_fired_time: 0.6219938993, propagate_forward_time: 29.4772529602, propagate_backward_time: 43.4544219971, weight_update_time: 0.0856398419, other_time: 1.9455833435
epoch time: 6.2927374840s, input_fired_time: 0.1067856997, output_fired_time: 0.0000000000, propagate_forward_time: 5.8513684273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345832825
validation[          , genome  6780] predictions:    9723/  10000 (97.23%), best:    9762/10000 (97.62%), error:       939.00000, best error:       819.22260 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 76.6848297119s, input_fired_time: 0.9791789055, output_fired_time: 0.6252028942, propagate_forward_time: 29.5721664429, propagate_backward_time: 43.5646896362, weight_update_time: 0.0862946361, other_time: 1.9435882568
epoch time: 6.3244519234s, input_fired_time: 0.1059716344, output_fired_time: 0.0000000000, propagate_forward_time: 5.8868064880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316736221
validation[          , genome  6780] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       840.00385, best error:       819.22260 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 76.2847595215s, input_fired_time: 0.9763411283, output_fired_time: 0.6214495897, propagate_forward_time: 29.4292545319, propagate_backward_time: 43.3201560974, weight_update_time: 0.0862063095, other_time: 1.9375572205
epoch time: 6.3244876862s, input_fired_time: 0.1058844775, output_fired_time: 0.0000000000, propagate_forward_time: 5.8852648735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3333382607
validation[          , genome  6780] predictions:    9709/  10000 (97.09%), best:    9762/10000 (97.62%), error:       975.07550, best error:       819.22260 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 76.3857650757s, input_fired_time: 0.9767169356, output_fired_time: 0.6246737242, propagate_forward_time: 29.4359531403, propagate_backward_time: 43.4157485962, weight_update_time: 0.0864640027, other_time: 1.9326782227
epoch time: 6.3184852600s, input_fired_time: 0.1060357168, output_fired_time: 0.0000000000, propagate_forward_time: 5.8808073997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316421509
validation[          , genome  6780] predictions:    9777/  10000 (97.77%), best:    9762/10000 (97.62%), error:       831.15155, best error:       819.22260 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 77.1041946411s, input_fired_time: 0.9829687476, output_fired_time: 0.6274045706, propagate_forward_time: 29.7351417542, propagate_backward_time: 43.8027000427, weight_update_time: 0.0865588859, other_time: 1.9559783936
epoch time: 6.4181990623s, input_fired_time: 0.1089472622, output_fired_time: 0.0000000000, propagate_forward_time: 5.9706974030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385543823
validation[          , genome  6780] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       786.29120, best error:       786.29120 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 76.8045883179s, input_fired_time: 0.9847957492, output_fired_time: 0.6247439384, propagate_forward_time: 29.6178150177, propagate_backward_time: 43.5934944153, weight_update_time: 0.0862786695, other_time: 1.9837455750
epoch time: 6.4128689766s, input_fired_time: 0.1082565039, output_fired_time: 0.0000000000, propagate_forward_time: 5.9577746391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468379974
validation[          , genome  6780] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       922.30426, best error:       786.29120 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 77.0000381470s, input_fired_time: 0.9939204454, output_fired_time: 0.6270520091, propagate_forward_time: 29.7306098938, propagate_backward_time: 43.6927070618, weight_update_time: 0.0864036307, other_time: 1.9557495117
epoch time: 6.3984184265s, input_fired_time: 0.1079705581, output_fired_time: 0.0000000000, propagate_forward_time: 5.9383702278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520774841
validation[          , genome  6780] predictions:    9691/  10000 (96.91%), best:    9770/10000 (97.70%), error:      1022.90436, best error:       786.29120 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 77.4748687744s, input_fired_time: 0.9890741110, output_fired_time: 0.6623474956, propagate_forward_time: 29.8037376404, propagate_backward_time: 44.0316505432, weight_update_time: 0.0870361030, other_time: 1.9880599976
epoch time: 6.3251786232s, input_fired_time: 0.1064076275, output_fired_time: 0.0000000000, propagate_forward_time: 5.8836441040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351268768
validation[          , genome  6780] predictions:    9735/  10000 (97.35%), best:    9770/10000 (97.70%), error:       893.49030, best error:       786.29120 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 76.6450424194s, input_fired_time: 0.9933373332, output_fired_time: 0.6247056723, propagate_forward_time: 29.5326004028, propagate_backward_time: 43.5346832275, weight_update_time: 0.0860167891, other_time: 1.9597167969
epoch time: 6.3152484894s, input_fired_time: 0.1060139537, output_fired_time: 0.0000000000, propagate_forward_time: 5.8756184578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336162567
validation[          , genome  6780] predictions:    9734/  10000 (97.34%), best:    9770/10000 (97.70%), error:       893.40350, best error:       786.29120 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 76.7885360718s, input_fired_time: 0.9877697825, output_fired_time: 0.6280172467, propagate_forward_time: 29.6263084412, propagate_backward_time: 43.5769081116, weight_update_time: 0.0870399997, other_time: 1.9695358276
epoch time: 6.3859162331s, input_fired_time: 0.1065642834, output_fired_time: 0.0000000000, propagate_forward_time: 5.9428219795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365302086
validation[          , genome  6780] predictions:    9739/  10000 (97.39%), best:    9770/10000 (97.70%), error:       849.97198, best error:       786.29120 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 76.6097793579s, input_fired_time: 0.9835740328, output_fired_time: 0.6251716018, propagate_forward_time: 29.5941066742, propagate_backward_time: 43.4578475952, weight_update_time: 0.0864677206, other_time: 1.9490814209
epoch time: 6.3528871536s, input_fired_time: 0.1076384038, output_fired_time: 0.0000000000, propagate_forward_time: 5.9080390930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372097015
validation[          , genome  6780] predictions:    9696/  10000 (96.96%), best:    9770/10000 (97.70%), error:      1000.20117, best error:       786.29120 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 76.6416702271s, input_fired_time: 0.9991005659, output_fired_time: 0.6349259019, propagate_forward_time: 29.5570983887, propagate_backward_time: 43.5151176453, weight_update_time: 0.0865297690, other_time: 1.9354286194
epoch time: 6.3360013962s, input_fired_time: 0.1082381979, output_fired_time: 0.0000000000, propagate_forward_time: 5.8930926323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346705437
validation[          , genome  6780] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       820.68231, best error:       786.29120 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 76.5956268311s, input_fired_time: 0.9737213850, output_fired_time: 0.6251502037, propagate_forward_time: 29.6061496735, propagate_backward_time: 43.4856796265, weight_update_time: 0.0856466964, other_time: 1.9049224854
epoch time: 6.3049044609s, input_fired_time: 0.1016942859, output_fired_time: 0.0000000000, propagate_forward_time: 5.8822693825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209409714
validation[          , genome  6780] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       893.42627, best error:       786.29120 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 76.4271697998s, input_fired_time: 0.9752174616, output_fired_time: 0.6187517643, propagate_forward_time: 29.4637699127, propagate_backward_time: 43.4717941284, weight_update_time: 0.0840506405, other_time: 1.8976364136
epoch time: 6.3622965813s, input_fired_time: 0.1076457873, output_fired_time: 0.0000000000, propagate_forward_time: 5.9102067947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444437981
validation[          , genome  6780] predictions:    9689/  10000 (96.89%), best:    9770/10000 (97.70%), error:       993.40643, best error:       786.29120 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 77.1290588379s, input_fired_time: 0.9997736812, output_fired_time: 0.6322434545, propagate_forward_time: 29.7053489685, propagate_backward_time: 43.8393592834, weight_update_time: 0.0858331770, other_time: 1.9523391724
epoch time: 6.3243112564s, input_fired_time: 0.1023889706, output_fired_time: 0.0000000000, propagate_forward_time: 5.8969459534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249764442
validation[          , genome  6780] predictions:    9749/  10000 (97.49%), best:    9770/10000 (97.70%), error:       827.60120, best error:       786.29120 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 76.8309555054s, input_fired_time: 0.9985066652, output_fired_time: 0.6553838253, propagate_forward_time: 29.6250419617, propagate_backward_time: 43.6026000977, weight_update_time: 0.0863015205, other_time: 1.9494285583
epoch time: 6.3429985046s, input_fired_time: 0.1086172462, output_fired_time: 0.0000000000, propagate_forward_time: 5.8951659203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392152786
validation[          , genome  6780] predictions:    9701/  10000 (97.01%), best:    9770/10000 (97.70%), error:      1019.29761, best error:       786.29120 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 76.8960266113s, input_fired_time: 1.0138590336, output_fired_time: 0.6288302541, propagate_forward_time: 29.6221542358, propagate_backward_time: 43.6438293457, weight_update_time: 0.0876581892, other_time: 1.9873504639
epoch time: 6.3644366264s, input_fired_time: 0.1077651232, output_fired_time: 0.0000000000, propagate_forward_time: 5.9172101021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394613266
validation[          , genome  6780] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       754.68634, best error:       754.68634 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 77.0117034912s, input_fired_time: 1.0006972551, output_fired_time: 0.6243157983, propagate_forward_time: 29.6780414581, propagate_backward_time: 43.7262382507, weight_update_time: 0.0873680115, other_time: 1.9824180603
epoch time: 6.3346672058s, input_fired_time: 0.1063876897, output_fired_time: 0.0000000000, propagate_forward_time: 5.8913078308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369717598
validation[          , genome  6780] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       837.86365, best error:       754.68634 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 77.1014404297s, input_fired_time: 1.0022727251, output_fired_time: 0.6266477108, propagate_forward_time: 29.6119499207, propagate_backward_time: 43.8643913269, weight_update_time: 0.0870827213, other_time: 1.9961776733
epoch time: 6.4311156273s, input_fired_time: 0.1055840254, output_fired_time: 0.0000000000, propagate_forward_time: 5.9910554886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344759941
validation[          , genome  6780] predictions:    9747/  10000 (97.47%), best:    9777/10000 (97.77%), error:       822.63550, best error:       754.68634 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 76.5575180054s, input_fired_time: 0.9966789484, output_fired_time: 0.6303685308, propagate_forward_time: 29.4626674652, propagate_backward_time: 43.5190315247, weight_update_time: 0.0870975032, other_time: 1.9487648010
epoch time: 6.3110041618s, input_fired_time: 0.1079576686, output_fired_time: 0.0000000000, propagate_forward_time: 5.8690872192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339591026
validation[          , genome  6780] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       905.01630, best error:       754.68634 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 76.2425689697s, input_fired_time: 0.9775663614, output_fired_time: 0.6185584068, propagate_forward_time: 29.4100627899, propagate_backward_time: 43.3561973572, weight_update_time: 0.0840222761, other_time: 1.8801765442
epoch time: 6.3188004494s, input_fired_time: 0.1081918851, output_fired_time: 0.0000000000, propagate_forward_time: 5.8767676353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338408470
validation[          , genome  6780] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       774.57733, best error:       754.68634 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 76.7957611084s, input_fired_time: 0.9876563549, output_fired_time: 0.6220911145, propagate_forward_time: 29.5568485260, propagate_backward_time: 43.7052192688, weight_update_time: 0.0850499272, other_time: 1.9239463806
epoch time: 6.2962861061s, input_fired_time: 0.1025478542, output_fired_time: 0.0000000000, propagate_forward_time: 5.8714861870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222522736
validation[          , genome  6780] predictions:    9716/  10000 (97.16%), best:    9777/10000 (97.77%), error:       919.22815, best error:       754.68634 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 76.8554077148s, input_fired_time: 1.0025053024, output_fired_time: 0.6249501705, propagate_forward_time: 29.6046962738, propagate_backward_time: 43.6805114746, weight_update_time: 0.0853116736, other_time: 1.9427490234
epoch time: 6.3063187599s, input_fired_time: 0.1071048826, output_fired_time: 0.0000000000, propagate_forward_time: 5.8688702583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303437233
validation[          , genome  6780] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       835.93317, best error:       754.68634 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 76.4210891724s, input_fired_time: 0.9974301457, output_fired_time: 0.6250404716, propagate_forward_time: 29.4595718384, propagate_backward_time: 43.3972244263, weight_update_time: 0.0870579183, other_time: 1.9418258667
epoch time: 6.3452715874s, input_fired_time: 0.1086004153, output_fired_time: 0.0000000000, propagate_forward_time: 5.9003248215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363461494
validation[          , genome  6780] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       879.18890, best error:       754.68634 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 76.0111541748s, input_fired_time: 0.9696440101, output_fired_time: 0.6161652207, propagate_forward_time: 29.3650608063, propagate_backward_time: 43.2110977173, weight_update_time: 0.0819711089, other_time: 1.8491897583
epoch time: 6.3178544044s, input_fired_time: 0.1035023704, output_fired_time: 0.0000000000, propagate_forward_time: 5.8886079788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257441521
validation[          , genome  6780] predictions:    9774/  10000 (97.74%), best:    9777/10000 (97.77%), error:       784.09711, best error:       754.68634 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 76.4532775879s, input_fired_time: 0.9835221171, output_fired_time: 0.6230297089, propagate_forward_time: 29.5389442444, propagate_backward_time: 43.4137611389, weight_update_time: 0.0837774575, other_time: 1.8940200806
epoch time: 6.3334903717s, input_fired_time: 0.1033919379, output_fired_time: 0.0000000000, propagate_forward_time: 5.9064078331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236904144
validation[          , genome  6780] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       875.25232, best error:       754.68634 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 76.6645965576s, input_fired_time: 0.9820833206, output_fired_time: 0.6208840013, propagate_forward_time: 29.5635757446, propagate_backward_time: 43.5877189636, weight_update_time: 0.0848563761, other_time: 1.9103279114
epoch time: 6.3458194733s, input_fired_time: 0.1087162197, output_fired_time: 0.0000000000, propagate_forward_time: 5.9012322426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358712196
validation[          , genome  6780] predictions:    9647/  10000 (96.47%), best:    9777/10000 (97.77%), error:      1187.64050, best error:       754.68634 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 76.5563049316s, input_fired_time: 0.9962005019, output_fired_time: 0.6309438348, propagate_forward_time: 29.5172595978, propagate_backward_time: 43.4738693237, weight_update_time: 0.0863623396, other_time: 1.9380340576
epoch time: 6.3439712524s, input_fired_time: 0.1087199971, output_fired_time: 0.0000000000, propagate_forward_time: 5.8985390663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367123604
validation[          , genome  6780] predictions:    9756/  10000 (97.56%), best:    9777/10000 (97.77%), error:       771.79413, best error:       754.68634 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 76.8046875000s, input_fired_time: 0.9922257066, output_fired_time: 0.6252727509, propagate_forward_time: 29.5676078796, propagate_backward_time: 43.6723213196, weight_update_time: 0.0861108154, other_time: 1.9472579956
epoch time: 6.3124189377s, input_fired_time: 0.1029197574, output_fired_time: 0.0000000000, propagate_forward_time: 5.8856444359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238549232
validation[          , genome  6780] predictions:    9720/  10000 (97.20%), best:    9777/10000 (97.77%), error:       931.82837, best error:       754.68634 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 76.8177108765s, input_fired_time: 1.0014598370, output_fired_time: 0.6244499683, propagate_forward_time: 29.6150264740, propagate_backward_time: 43.6310653687, weight_update_time: 0.0868562460, other_time: 1.9457092285
epoch time: 6.4089708328s, input_fired_time: 0.1083522290, output_fired_time: 0.0000000000, propagate_forward_time: 5.9337315559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668870926
validation[          , genome  6780] predictions:    9698/  10000 (96.98%), best:    9777/10000 (97.77%), error:       998.32104, best error:       754.68634 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 76.8999404907s, input_fired_time: 0.9718605280, output_fired_time: 0.6219346523, propagate_forward_time: 29.6610851288, propagate_backward_time: 43.7523689270, weight_update_time: 0.0828375295, other_time: 1.8926887512
epoch time: 6.3397240639s, input_fired_time: 0.1051186174, output_fired_time: 0.0000000000, propagate_forward_time: 5.9072451591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273601532
validation[          , genome  6780] predictions:    9681/  10000 (96.81%), best:    9777/10000 (97.77%), error:      1067.47021, best error:       754.68634 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 76.7882232666s, input_fired_time: 0.9716653824, output_fired_time: 0.6194735169, propagate_forward_time: 29.6416397095, propagate_backward_time: 43.6757125854, weight_update_time: 0.0824503824, other_time: 1.8797302246
epoch time: 6.4582691193s, input_fired_time: 0.1053462699, output_fired_time: 0.0000000000, propagate_forward_time: 6.0258808136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270421028
validation[          , genome  6780] predictions:    9781/  10000 (97.81%), best:    9777/10000 (97.77%), error:       809.94794, best error:       754.68634 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 76.8577117920s, input_fired_time: 1.0207488537, output_fired_time: 0.6281855106, propagate_forward_time: 29.5904216766, propagate_backward_time: 43.6487960815, weight_update_time: 0.0877302811, other_time: 1.9695510864
epoch time: 6.3735203743s, input_fired_time: 0.1079795510, output_fired_time: 0.0000000000, propagate_forward_time: 5.9289636612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365769386
validation[          , genome  6780] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       801.73608, best error:       754.68634 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 76.5854797363s, input_fired_time: 0.9788792133, output_fired_time: 0.6190509796, propagate_forward_time: 29.5574665070, propagate_backward_time: 43.5428962708, weight_update_time: 0.0845142677, other_time: 1.8871879578
epoch time: 6.3159275055s, input_fired_time: 0.1092097834, output_fired_time: 0.0000000000, propagate_forward_time: 5.8734245300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3332929611
validation[          , genome  6780] predictions:    9746/  10000 (97.46%), best:    9777/10000 (97.77%), error:       833.21210, best error:       754.68634 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 76.3782043457s, input_fired_time: 0.9835993648, output_fired_time: 0.6193315983, propagate_forward_time: 29.5035686493, propagate_backward_time: 43.3806953430, weight_update_time: 0.0847090930, other_time: 1.8910102844
epoch time: 6.3512444496s, input_fired_time: 0.1042756662, output_fired_time: 0.0000000000, propagate_forward_time: 5.9188513756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281173706
validation[          , genome  6780] predictions:    9774/  10000 (97.74%), best:    9777/10000 (97.77%), error:       759.69617, best error:       754.68634 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 76.7949066162s, input_fired_time: 0.9994368553, output_fired_time: 0.6225522757, propagate_forward_time: 29.5759429932, propagate_backward_time: 43.6802101135, weight_update_time: 0.0842353553, other_time: 1.9167671204
epoch time: 6.3281869888s, input_fired_time: 0.1037274525, output_fired_time: 0.0000000000, propagate_forward_time: 5.9035325050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209271431
validation[          , genome  6780] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       765.71844, best error:       754.68634 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 76.3957214355s, input_fired_time: 0.9897961617, output_fired_time: 0.6222323775, propagate_forward_time: 29.4354095459, propagate_backward_time: 43.4457359314, weight_update_time: 0.0851566121, other_time: 1.9025459290
epoch time: 6.4020977020s, input_fired_time: 0.1110448018, output_fired_time: 0.0000000000, propagate_forward_time: 5.9480919838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429608345
validation[          , genome  6780] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       749.25720, best error:       749.25720 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 76.8090972900s, input_fired_time: 1.0189964771, output_fired_time: 0.6264382005, propagate_forward_time: 29.5835266113, propagate_backward_time: 43.6041603088, weight_update_time: 0.0874659792, other_time: 1.9759712219
epoch time: 6.3465709686s, input_fired_time: 0.1102585047, output_fired_time: 0.0000000000, propagate_forward_time: 5.8975529671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387594223
validation[          , genome  6780] predictions:    9722/  10000 (97.22%), best:    9776/10000 (97.76%), error:       899.02893, best error:       749.25720 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 76.9180145264s, input_fired_time: 1.0017272234, output_fired_time: 0.6329764128, propagate_forward_time: 29.6429233551, propagate_backward_time: 43.7013206482, weight_update_time: 0.0859968215, other_time: 1.9390754700
epoch time: 6.5003948212s, input_fired_time: 0.1140477061, output_fired_time: 0.0000000000, propagate_forward_time: 6.0265688896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597784042
validation[          , genome  6780] predictions:    9762/  10000 (97.62%), best:    9776/10000 (97.76%), error:       810.37396, best error:       749.25720 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 76.7999038696s, input_fired_time: 0.9951691628, output_fired_time: 0.6312253475, propagate_forward_time: 29.5675888062, propagate_backward_time: 43.6771621704, weight_update_time: 0.0853651986, other_time: 1.9287567139
epoch time: 6.3833823204s, input_fired_time: 0.1065483019, output_fired_time: 0.0000000000, propagate_forward_time: 5.9492392540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275947571
validation[          , genome  6780] predictions:    9701/  10000 (97.01%), best:    9776/10000 (97.76%), error:       997.11945, best error:       749.25720 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 76.0650863647s, input_fired_time: 0.9660654068, output_fired_time: 0.6150541902, propagate_forward_time: 29.3877124786, propagate_backward_time: 43.2539138794, weight_update_time: 0.0817930847, other_time: 1.8423461914
epoch time: 6.3043475151s, input_fired_time: 0.1028189510, output_fired_time: 0.0000000000, propagate_forward_time: 5.8796100616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219184875
validation[          , genome  6780] predictions:    9740/  10000 (97.40%), best:    9776/10000 (97.76%), error:       857.07062, best error:       749.25720 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 76.7262420654s, input_fired_time: 0.9900846481, output_fired_time: 0.6194362640, propagate_forward_time: 29.5526371002, propagate_backward_time: 43.6254539490, weight_update_time: 0.0841993317, other_time: 1.9386329651
epoch time: 6.4148683548s, input_fired_time: 0.1131243929, output_fired_time: 0.0000000000, propagate_forward_time: 5.9501695633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515744209
validation[          , genome  6780] predictions:    9750/  10000 (97.50%), best:    9776/10000 (97.76%), error:       834.16620, best error:       749.25720 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 76.8984527588s, input_fired_time: 1.0166659355, output_fired_time: 0.6298268437, propagate_forward_time: 29.5852565765, propagate_backward_time: 43.6726493835, weight_update_time: 0.0882670209, other_time: 1.9940528870
epoch time: 6.3590078354s, input_fired_time: 0.1125513464, output_fired_time: 0.0000000000, propagate_forward_time: 5.9079117775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385448456
validation[          , genome  6780] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       834.77319, best error:       749.25720 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 77.1465530396s, input_fired_time: 1.0380133390, output_fired_time: 0.6297423244, propagate_forward_time: 29.6433696747, propagate_backward_time: 43.8522987366, weight_update_time: 0.0876776427, other_time: 1.9831275940
epoch time: 6.3458137512s, input_fired_time: 0.1058795303, output_fired_time: 0.0000000000, propagate_forward_time: 5.9145879745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253464699
validation[          , genome  6780] predictions:    9722/  10000 (97.22%), best:    9776/10000 (97.76%), error:       929.05353, best error:       749.25720 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 76.8585205078s, input_fired_time: 1.0193793774, output_fired_time: 0.6334777474, propagate_forward_time: 29.6142978668, propagate_backward_time: 43.6371955872, weight_update_time: 0.0871946886, other_time: 1.9541740417
epoch time: 6.4422354698s, input_fired_time: 0.1062464565, output_fired_time: 0.0000000000, propagate_forward_time: 6.0090374947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269515038
validation[          , genome  6780] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       803.24054, best error:       749.25720 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 76.7831726074s, input_fired_time: 0.9966592193, output_fired_time: 0.6483672857, propagate_forward_time: 29.5846290588, propagate_backward_time: 43.6699829102, weight_update_time: 0.0838525146, other_time: 1.8835334778
epoch time: 6.3137216568s, input_fired_time: 0.1094971821, output_fired_time: 0.0000000000, propagate_forward_time: 5.8726291656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315954208
validation[          , genome  6780] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       794.96088, best error:       749.25720 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 76.7209396362s, input_fired_time: 0.9984564185, output_fired_time: 0.6212733984, propagate_forward_time: 29.5944461823, propagate_backward_time: 43.5712966919, weight_update_time: 0.0855052546, other_time: 1.9354629517
epoch time: 6.5244917870s, input_fired_time: 0.1264120936, output_fired_time: 0.0000000000, propagate_forward_time: 6.0411725044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569073677
validation[          , genome  6780] predictions:    9679/  10000 (96.79%), best:    9776/10000 (97.76%), error:      1057.97058, best error:       749.25720 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 76.4953384399s, input_fired_time: 1.0139800310, output_fired_time: 0.6191769838, propagate_forward_time: 29.5192775726, propagate_backward_time: 43.4323844910, weight_update_time: 0.0835253596, other_time: 1.9105186462
epoch time: 6.3571619987s, input_fired_time: 0.1081687286, output_fired_time: 0.0000000000, propagate_forward_time: 5.9163088799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326845169
validation[          , genome  6780] predictions:    9764/  10000 (97.64%), best:    9776/10000 (97.76%), error:       828.91870, best error:       749.25720 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 76.9927215576s, input_fired_time: 1.0156910419, output_fired_time: 0.6268161535, propagate_forward_time: 29.7001914978, propagate_backward_time: 43.6745376587, weight_update_time: 0.0873038322, other_time: 1.9754829407
epoch time: 6.3376350403s, input_fired_time: 0.1048725471, output_fired_time: 0.0000000000, propagate_forward_time: 5.9069790840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257832527
validation[          , genome  6780] predictions:    9732/  10000 (97.32%), best:    9776/10000 (97.76%), error:       896.88013, best error:       749.25720 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 76.9393005371s, input_fired_time: 1.0145448446, output_fired_time: 0.6274163127, propagate_forward_time: 29.6369819641, propagate_backward_time: 43.6946334839, weight_update_time: 0.0868738368, other_time: 1.9657249451
epoch time: 6.3620557785s, input_fired_time: 0.1047616079, output_fired_time: 0.0000000000, propagate_forward_time: 5.9342579842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230361938
validation[          , genome  6780] predictions:    9741/  10000 (97.41%), best:    9776/10000 (97.76%), error:       817.50439, best error:       749.25720 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 77.0702896118s, input_fired_time: 1.0164406300, output_fired_time: 0.6220933199, propagate_forward_time: 29.6787128448, propagate_backward_time: 43.8178253174, weight_update_time: 0.0842001140, other_time: 1.9352188110
epoch time: 6.3170080185s, input_fired_time: 0.1061753780, output_fired_time: 0.0000000000, propagate_forward_time: 5.8839507103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268818855
validation[          , genome  6780] predictions:    9760/  10000 (97.60%), best:    9776/10000 (97.76%), error:       782.42249, best error:       749.25720 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 76.9811401367s, input_fired_time: 1.0180516243, output_fired_time: 0.6208576560, propagate_forward_time: 29.7027683258, propagate_backward_time: 43.7417144775, weight_update_time: 0.0832440183, other_time: 1.8977508545
epoch time: 6.4333071709s, input_fired_time: 0.1112891287, output_fired_time: 0.0000000000, propagate_forward_time: 5.9846482277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373699188
validation[          , genome  6780] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       741.02856, best error:       741.02856 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 76.9209899902s, input_fired_time: 1.0003311634, output_fired_time: 0.6326507926, propagate_forward_time: 29.6168956757, propagate_backward_time: 43.7497482300, weight_update_time: 0.0852401778, other_time: 1.9213638306
epoch time: 6.3470864296s, input_fired_time: 0.1114461496, output_fired_time: 0.0000000000, propagate_forward_time: 5.8973779678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382620811
validation[          , genome  6780] predictions:    9769/  10000 (97.69%), best:    9774/10000 (97.74%), error:       781.94604, best error:       741.02856 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 76.6413574219s, input_fired_time: 0.9952261448, output_fired_time: 0.6210002303, propagate_forward_time: 29.5760326385, propagate_backward_time: 43.5552253723, weight_update_time: 0.0841232166, other_time: 1.8938713074
epoch time: 6.3113226891s, input_fired_time: 0.1048295572, output_fired_time: 0.0000000000, propagate_forward_time: 5.8861975670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202953339
validation[          , genome  6780] predictions:    9742/  10000 (97.42%), best:    9774/10000 (97.74%), error:       854.60028, best error:       741.02856 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 75.9336929321s, input_fired_time: 0.9715328813, output_fired_time: 0.6140235066, propagate_forward_time: 29.3524608612, propagate_backward_time: 43.1675224304, weight_update_time: 0.0818344280, other_time: 1.8281517029
epoch time: 6.3186750412s, input_fired_time: 0.1063598022, output_fired_time: 0.0000000000, propagate_forward_time: 5.8901820183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221330643
validation[          , genome  6780] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       771.17944, best error:       741.02856 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 76.5467910767s, input_fired_time: 0.9940698743, output_fired_time: 0.6198624372, propagate_forward_time: 29.5042514801, propagate_backward_time: 43.5527114868, weight_update_time: 0.0840304196, other_time: 1.8758926392
epoch time: 6.3726701736s, input_fired_time: 0.1116032004, output_fired_time: 0.0000000000, propagate_forward_time: 5.9187684059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3422985077
validation[          , genome  6780] predictions:    9756/  10000 (97.56%), best:    9774/10000 (97.74%), error:       855.12671, best error:       741.02856 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 76.7982330322s, input_fired_time: 1.0046436787, output_fired_time: 0.6275560260, propagate_forward_time: 29.6446456909, propagate_backward_time: 43.5758819580, weight_update_time: 0.0860046297, other_time: 1.9455032349
epoch time: 6.3178858757s, input_fired_time: 0.1054460928, output_fired_time: 0.0000000000, propagate_forward_time: 5.8892431259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231968880
validation[          , genome  6780] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       787.80157, best error:       741.02856 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 76.4093933105s, input_fired_time: 0.9784652591, output_fired_time: 0.6153197289, propagate_forward_time: 29.5645637512, propagate_backward_time: 43.3909759521, weight_update_time: 0.0823161975, other_time: 1.8600730896
epoch time: 6.2716231346s, input_fired_time: 0.1055245623, output_fired_time: 0.0000000000, propagate_forward_time: 5.8455162048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205823898
validation[          , genome  6780] predictions:    9769/  10000 (97.69%), best:    9774/10000 (97.74%), error:       781.26965, best error:       741.02856 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 76.9530181885s, input_fired_time: 1.0124993324, output_fired_time: 0.6245004535, propagate_forward_time: 29.6413078308, propagate_backward_time: 43.7141685486, weight_update_time: 0.0862801000, other_time: 1.9605407715
epoch time: 6.3006663322s, input_fired_time: 0.1051208898, output_fired_time: 0.0000000000, propagate_forward_time: 5.8785057068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170399666
validation[          , genome  6780] predictions:    9742/  10000 (97.42%), best:    9774/10000 (97.74%), error:       796.12683, best error:       741.02856 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 76.2622299194s, input_fired_time: 0.9902494550, output_fired_time: 0.6173791289, propagate_forward_time: 29.4427604675, propagate_backward_time: 43.3204689026, weight_update_time: 0.0835222304, other_time: 1.8913726807
epoch time: 6.3032932281s, input_fired_time: 0.1054139733, output_fired_time: 0.0000000000, propagate_forward_time: 5.8745732307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233060837
validation[          , genome  6780] predictions:    9753/  10000 (97.53%), best:    9774/10000 (97.74%), error:       788.66858, best error:       741.02856 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 77.2266235352s, input_fired_time: 1.0107085705, output_fired_time: 0.6226183176, propagate_forward_time: 29.7857952118, propagate_backward_time: 43.8746566772, weight_update_time: 0.0858961269, other_time: 1.9328384399
epoch time: 6.3961381912s, input_fired_time: 0.1203688830, output_fired_time: 0.0000000000, propagate_forward_time: 5.9391832352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365859985
validation[          , genome  6780] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       753.53723, best error:       741.02856 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 77.4551773071s, input_fired_time: 1.0265077353, output_fired_time: 0.6374419928, propagate_forward_time: 29.9411544800, propagate_backward_time: 43.8742675781, weight_update_time: 0.0878099427, other_time: 1.9758071899
epoch time: 6.3898839951s, input_fired_time: 0.1122300103, output_fired_time: 0.0000000000, propagate_forward_time: 5.9361472130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415069580
validation[          , genome  6780] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       763.92773, best error:       741.02856 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 76.8871231079s, input_fired_time: 1.0041925907, output_fired_time: 0.6232898831, propagate_forward_time: 29.6818027496, propagate_backward_time: 43.6381072998, weight_update_time: 0.0937766582, other_time: 1.9397277832
epoch time: 6.3128051758s, input_fired_time: 0.1060409471, output_fired_time: 0.0000000000, propagate_forward_time: 5.8843131065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224511147
validation[          , genome  6780] predictions:    9748/  10000 (97.48%), best:    9774/10000 (97.74%), error:       836.94849, best error:       741.02856 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 76.8428878784s, input_fired_time: 0.9967607856, output_fired_time: 0.6208831668, propagate_forward_time: 29.6231536865, propagate_backward_time: 43.6829414368, weight_update_time: 0.0841810629, other_time: 1.9191551208
epoch time: 6.3456029892s, input_fired_time: 0.1101719439, output_fired_time: 0.0000000000, propagate_forward_time: 5.8982367516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371944427
validation[          , genome  6780] predictions:    9728/  10000 (97.28%), best:    9774/10000 (97.74%), error:       884.41400, best error:       741.02856 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 76.9423599243s, input_fired_time: 1.0142385960, output_fired_time: 0.6281669140, propagate_forward_time: 29.6036987305, propagate_backward_time: 43.7092437744, weight_update_time: 0.0883385539, other_time: 1.9870147705
epoch time: 6.3859734535s, input_fired_time: 0.1132011339, output_fired_time: 0.0000000000, propagate_forward_time: 5.9292564392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3435158730
validation[          , genome  6780] predictions:    9737/  10000 (97.37%), best:    9774/10000 (97.74%), error:       816.25653, best error:       741.02856 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 77.0671157837s, input_fired_time: 1.0262629986, output_fired_time: 0.6292639971, propagate_forward_time: 29.6413669586, propagate_backward_time: 43.7928314209, weight_update_time: 0.0874488503, other_time: 1.9773941040
epoch time: 6.3186101913s, input_fired_time: 0.1108005941, output_fired_time: 0.0000000000, propagate_forward_time: 5.8736395836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341698647
validation[          , genome  6780] predictions:    9753/  10000 (97.53%), best:    9774/10000 (97.74%), error:       828.62494, best error:       741.02856 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 76.8324432373s, input_fired_time: 1.0096330643, output_fired_time: 0.6327143312, propagate_forward_time: 29.5724296570, propagate_backward_time: 43.6587829590, weight_update_time: 0.0863786563, other_time: 1.9588813782
epoch time: 6.3277711868s, input_fired_time: 0.1109423339, output_fired_time: 0.0000000000, propagate_forward_time: 5.8820276260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348011971
validation[          , genome  6780] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       860.63678, best error:       741.02856 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 76.5111694336s, input_fired_time: 0.9969936013, output_fired_time: 0.6194808483, propagate_forward_time: 29.6170368195, propagate_backward_time: 43.4139862061, weight_update_time: 0.0827937573, other_time: 1.8636703491
epoch time: 6.3445439339s, input_fired_time: 0.1112436280, output_fired_time: 0.0000000000, propagate_forward_time: 5.8954625130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378376961
validation[          , genome  6780] predictions:    9736/  10000 (97.36%), best:    9774/10000 (97.74%), error:       877.11139, best error:       741.02856 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 76.7359695435s, input_fired_time: 1.0287595987, output_fired_time: 0.6289657354, propagate_forward_time: 29.5295124054, propagate_backward_time: 43.5809974670, weight_update_time: 0.0876988173, other_time: 1.9677314758
epoch time: 6.3632926941s, input_fired_time: 0.1070159748, output_fired_time: 0.0000000000, propagate_forward_time: 5.9288482666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274283409
validation[          , genome  6780] predictions:    9740/  10000 (97.40%), best:    9774/10000 (97.74%), error:       868.75317, best error:       741.02856 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 76.7986145020s, input_fired_time: 0.9950391650, output_fired_time: 0.6201075912, propagate_forward_time: 29.6029300690, propagate_backward_time: 43.6955223083, weight_update_time: 0.0839143619, other_time: 1.8850135803
epoch time: 6.4564771652s, input_fired_time: 0.1085820496, output_fired_time: 0.0000000000, propagate_forward_time: 6.0224590302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254361153
validation[          , genome  6780] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       906.88171, best error:       741.02856 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 76.7893295288s, input_fired_time: 1.0098754168, output_fired_time: 0.6237727404, propagate_forward_time: 29.6559906006, propagate_backward_time: 43.5418891907, weight_update_time: 0.0862837136, other_time: 1.9578056335
epoch time: 6.3500175476s, input_fired_time: 0.1049309075, output_fired_time: 0.0000000000, propagate_forward_time: 5.9265336990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185529709
validation[          , genome  6780] predictions:    9757/  10000 (97.57%), best:    9774/10000 (97.74%), error:       803.66394, best error:       741.02856 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 76.6826324463s, input_fired_time: 0.9946417212, output_fired_time: 0.6288552880, propagate_forward_time: 29.5964622498, propagate_backward_time: 43.5622100830, weight_update_time: 0.0843397081, other_time: 1.9004631042
epoch time: 6.4295463562s, input_fired_time: 0.1173596010, output_fired_time: 0.0000000000, propagate_forward_time: 5.9599003792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3522863388
validation[          , genome  6780] predictions:    9728/  10000 (97.28%), best:    9774/10000 (97.74%), error:       846.86407, best error:       741.02856 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 76.9358062744s, input_fired_time: 1.0080782175, output_fired_time: 0.6221572161, propagate_forward_time: 29.6625633240, propagate_backward_time: 43.7234878540, weight_update_time: 0.0852776617, other_time: 1.9195213318
epoch time: 6.4096674919s, input_fired_time: 0.1095236391, output_fired_time: 0.0000000000, propagate_forward_time: 5.9593133926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408303261
validation[          , genome  6780] predictions:    9751/  10000 (97.51%), best:    9774/10000 (97.74%), error:       854.96893, best error:       741.02856 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 76.6625900269s, input_fired_time: 1.0092337132, output_fired_time: 0.6204098463, propagate_forward_time: 29.5465049744, propagate_backward_time: 43.5856742859, weight_update_time: 0.0844561309, other_time: 1.9007720947
epoch time: 6.3733348846s, input_fired_time: 0.1121137217, output_fired_time: 0.0000000000, propagate_forward_time: 5.9280972481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331236839
validation[          , genome  6780] predictions:    9754/  10000 (97.54%), best:    9774/10000 (97.74%), error:       798.12024, best error:       741.02856 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 76.7139129639s, input_fired_time: 1.0129256248, output_fired_time: 0.6227217913, propagate_forward_time: 29.6100006104, propagate_backward_time: 43.5394668579, weight_update_time: 0.0858838260, other_time: 1.9288024902
epoch time: 6.4128274918s, input_fired_time: 0.1125228330, output_fired_time: 0.0000000000, propagate_forward_time: 5.9541625977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461422920
validation[          , genome  6780] predictions:    9768/  10000 (97.68%), best:    9774/10000 (97.74%), error:       804.06201, best error:       741.02856 on epoch:    77, 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: 32.1590423584s, input_fired_time: 0.5778196454, output_fired_time: 0.0000000000, propagate_forward_time: 29.8124237061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7687988281
best training[          , genome  6780] predictions:   49636/  50000 (99.27%), best:    9774/10000 (97.74%), error:      1456.98682, best error:       741.02856 on epoch:    77, 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: 6.4107637405s, input_fired_time: 0.1133174226, output_fired_time: 0.0000000000, propagate_forward_time: 5.9559135437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3415327072
   testing[          , genome  6780] predictions:    9777/  10000 (97.77%), best:    9774/10000 (97.74%), error:       713.98523, best error:       741.02856 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:57:00 (23586): called boinc_finish(0)

</stderr_txt>
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