Nameexact_genome_1512568488_45_5577_0
Workunit2599104
Created7 Dec 2017, 15:26:12 UTC
Sent7 Dec 2017, 15:27:44 UTC
Report deadline14 Dec 2017, 4:12:45 UTC
Received7 Dec 2017, 23:08:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 58 min 31 sec
CPU time1 hours 58 min 28 sec
Validate stateValid
Credit1,632.82
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.61 MB
Peak swap size151.38 MB
Peak disk usage1.14 MB

Stderr output

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

epoch time: 64.0209579468s, input_fired_time: 0.6463962197, output_fired_time: 0.4015364945, propagate_forward_time: 25.7469902039, propagate_backward_time: 35.6432418823, weight_update_time: 0.0807623938, other_time: 1.5827941895
epoch time: 5.3879175186s, input_fired_time: 0.0669274256, output_fired_time: 0.0000000000, propagate_forward_time: 5.0497221947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712678909
validation[          , genome  5577] predictions:    9658/  10000 (96.58%), best:    9684/10000 (96.84%), error:      1096.66638, best error:      1038.69226 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.2441329956s, input_fired_time: 0.6388558745, output_fired_time: 0.3979175687, propagate_forward_time: 25.4298706055, propagate_backward_time: 35.2201004028, weight_update_time: 0.0799149200, other_time: 1.5573883057
epoch time: 5.3690862656s, input_fired_time: 0.0646191388, output_fired_time: 0.0000000000, propagate_forward_time: 5.0392351151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652320862
validation[          , genome  5577] predictions:    9594/  10000 (95.94%), best:    9684/10000 (96.84%), error:      1293.70398, best error:      1038.69226 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.7527656555s, input_fired_time: 0.6377941966, output_fired_time: 0.3972234726, propagate_forward_time: 25.1862354279, propagate_backward_time: 34.9976158142, weight_update_time: 0.0789422616, other_time: 1.5338935852
epoch time: 5.3681879044s, input_fired_time: 0.0651628897, output_fired_time: 0.0000000000, propagate_forward_time: 5.0383524895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646727562
validation[          , genome  5577] predictions:    9681/  10000 (96.81%), best:    9684/10000 (96.84%), error:      1038.71533, best error:      1038.69226 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 66.8017272949s, input_fired_time: 0.6636213064, output_fired_time: 0.4170222580, propagate_forward_time: 26.9030799866, propagate_backward_time: 37.1522369385, weight_update_time: 0.0860242397, other_time: 1.6657676697
epoch time: 5.4488792419s, input_fired_time: 0.0702715740, output_fired_time: 0.0000000000, propagate_forward_time: 5.0995635986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790441513
validation[          , genome  5577] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       962.49017, best error:       962.49017 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.6761054993s, input_fired_time: 0.6371591091, output_fired_time: 0.3930682242, propagate_forward_time: 25.2032222748, propagate_backward_time: 34.8994178772, weight_update_time: 0.0789152235, other_time: 1.5432395935
epoch time: 5.3715767860s, input_fired_time: 0.0666378960, output_fired_time: 0.0000000000, propagate_forward_time: 5.0401506424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647881508
validation[          , genome  5577] predictions:    9651/  10000 (96.51%), best:    9713/10000 (97.13%), error:      1101.45752, best error:       962.49017 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 62.8332290649s, input_fired_time: 0.6392495036, output_fired_time: 0.3925788999, propagate_forward_time: 25.2680091858, propagate_backward_time: 35.0085525513, weight_update_time: 0.0783420205, other_time: 1.5248413086
epoch time: 5.3693642616s, input_fired_time: 0.0653415918, output_fired_time: 0.0000000000, propagate_forward_time: 5.0410623550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629604340
validation[          , genome  5577] predictions:    9646/  10000 (96.46%), best:    9713/10000 (97.13%), error:      1118.84998, best error:       962.49017 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 62.7356071472s, input_fired_time: 0.6396006942, output_fired_time: 0.3923662305, propagate_forward_time: 25.2199077606, propagate_backward_time: 34.9102134705, weight_update_time: 0.0783695132, other_time: 1.5735206604
epoch time: 5.4736642838s, input_fired_time: 0.0686186850, output_fired_time: 0.0000000000, propagate_forward_time: 5.1258554459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791900635
validation[          , genome  5577] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       897.58002, best error:       897.58002 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 65.0587387085s, input_fired_time: 0.6557080150, output_fired_time: 0.4040811658, propagate_forward_time: 26.1625442505, propagate_backward_time: 36.2133255005, weight_update_time: 0.0811389089, other_time: 1.6230812073
epoch time: 5.3842425346s, input_fired_time: 0.0667716190, output_fired_time: 0.0000000000, propagate_forward_time: 5.0462002754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712707520
validation[          , genome  5577] predictions:    9705/  10000 (97.05%), best:    9720/10000 (97.20%), error:       963.49280, best error:       897.58002 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 63.0395469666s, input_fired_time: 0.6506510377, output_fired_time: 0.3939000368, propagate_forward_time: 25.3340435028, propagate_backward_time: 35.0702972412, weight_update_time: 0.0787454322, other_time: 1.5906524658
epoch time: 5.3753557205s, input_fired_time: 0.0669881254, output_fired_time: 0.0000000000, propagate_forward_time: 5.0408821106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674856186
validation[          , genome  5577] predictions:    9643/  10000 (96.43%), best:    9720/10000 (97.20%), error:      1102.68689, best error:       897.58002 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.0841598511s, input_fired_time: 0.6518990397, output_fired_time: 0.3995015323, propagate_forward_time: 25.7913608551, propagate_backward_time: 35.6707649231, weight_update_time: 0.0799231455, other_time: 1.5706367493
epoch time: 5.3895783424s, input_fired_time: 0.0676224753, output_fired_time: 0.0000000000, propagate_forward_time: 5.0527420044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692136765
validation[          , genome  5577] predictions:    9695/  10000 (96.95%), best:    9720/10000 (97.20%), error:       961.32397, best error:       897.58002 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.9059257507s, input_fired_time: 0.6500631571, output_fired_time: 0.3991809189, propagate_forward_time: 25.7195014954, propagate_backward_time: 35.5759849548, weight_update_time: 0.0795741156, other_time: 1.5611953735
epoch time: 5.3689188957s, input_fired_time: 0.0667707026, output_fired_time: 0.0000000000, propagate_forward_time: 5.0396804810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624678612
validation[          , genome  5577] predictions:    9729/  10000 (97.29%), best:    9720/10000 (97.20%), error:       905.39252, best error:       897.58002 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 62.7101783752s, input_fired_time: 0.6409174204, output_fired_time: 0.3934364319, propagate_forward_time: 25.1939582825, propagate_backward_time: 34.9740600586, weight_update_time: 0.0774606392, other_time: 1.5078048706
epoch time: 5.3664460182s, input_fired_time: 0.0652265325, output_fired_time: 0.0000000000, propagate_forward_time: 5.0394139290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618055344
validation[          , genome  5577] predictions:    9652/  10000 (96.52%), best:    9720/10000 (97.20%), error:      1114.23230, best error:       897.58002 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.6938705444s, input_fired_time: 0.6412408948, output_fired_time: 0.3924133778, propagate_forward_time: 25.1854438782, propagate_backward_time: 34.9698562622, weight_update_time: 0.0775227770, other_time: 1.5049171448
epoch time: 5.3670763969s, input_fired_time: 0.0669007078, output_fired_time: 0.0000000000, propagate_forward_time: 5.0386919975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2614836693
validation[          , genome  5577] predictions:    9740/  10000 (97.40%), best:    9720/10000 (97.20%), error:       900.56274, best error:       897.58002 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 62.7638740540s, input_fired_time: 0.6425697207, output_fired_time: 0.3923867941, propagate_forward_time: 25.2443161011, propagate_backward_time: 34.9756736755, weight_update_time: 0.0778001845, other_time: 1.5089263916
epoch time: 5.3760232925s, input_fired_time: 0.0675787851, output_fired_time: 0.0000000000, propagate_forward_time: 5.0421271324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663173676
validation[          , genome  5577] predictions:    9724/  10000 (97.24%), best:    9720/10000 (97.20%), error:       909.45709, best error:       897.58002 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 62.5613021851s, input_fired_time: 0.6419391632, output_fired_time: 0.3904169500, propagate_forward_time: 25.1832160950, propagate_backward_time: 34.8461837769, weight_update_time: 0.0774302036, other_time: 1.4995498657
epoch time: 5.3661775589s, input_fired_time: 0.0666152611, output_fired_time: 0.0000000000, propagate_forward_time: 5.0383820534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2611804008
validation[          , genome  5577] predictions:    9725/  10000 (97.25%), best:    9720/10000 (97.20%), error:       929.88062, best error:       897.58002 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 62.6227912903s, input_fired_time: 0.6470900774, output_fired_time: 0.3925013244, propagate_forward_time: 25.1864757538, propagate_backward_time: 34.8678855896, weight_update_time: 0.0777587593, other_time: 1.5288352966
epoch time: 5.3816814423s, input_fired_time: 0.0679371059, output_fired_time: 0.0000000000, propagate_forward_time: 5.0399379730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738065720
validation[          , genome  5577] predictions:    9672/  10000 (96.72%), best:    9720/10000 (97.20%), error:      1054.09082, best error:       897.58002 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.9138412476s, input_fired_time: 0.6639974117, output_fired_time: 0.4037382603, propagate_forward_time: 26.1114196777, propagate_backward_time: 36.1258850098, weight_update_time: 0.0847264677, other_time: 1.6088027954
epoch time: 5.3746824265s, input_fired_time: 0.0685675740, output_fired_time: 0.0000000000, propagate_forward_time: 5.0413231850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647914886
validation[          , genome  5577] predictions:    9710/  10000 (97.10%), best:    9720/10000 (97.20%), error:       953.13171, best error:       897.58002 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.5217285156s, input_fired_time: 0.6647937894, output_fired_time: 0.4022494853, propagate_forward_time: 25.9425411224, propagate_backward_time: 35.9232254028, weight_update_time: 0.0847192854, other_time: 1.5889205933
epoch time: 5.3809652328s, input_fired_time: 0.0689563900, output_fired_time: 0.0000000000, propagate_forward_time: 5.0452823639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667264938
validation[          , genome  5577] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       884.42169, best error:       884.42169 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.0881958008s, input_fired_time: 0.6573429108, output_fired_time: 0.3994531035, propagate_forward_time: 25.8059062958, propagate_backward_time: 35.6679687500, weight_update_time: 0.0841144174, other_time: 1.5575256348
epoch time: 6.9586539268s, input_fired_time: 0.0840876624, output_fired_time: 0.0000000000, propagate_forward_time: 6.5445361137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300299644
validation[          , genome  5577] predictions:    9688/  10000 (96.88%), best:    9738/10000 (97.38%), error:       974.23822, best error:       884.42169 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.6789398193s, input_fired_time: 0.6705955863, output_fired_time: 0.4120427072, propagate_forward_time: 26.4206104279, propagate_backward_time: 36.5282096863, weight_update_time: 0.0823738873, other_time: 1.6474876404
epoch time: 5.3842601776s, input_fired_time: 0.0697744563, output_fired_time: 0.0000000000, propagate_forward_time: 5.0419592857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725262642
validation[          , genome  5577] predictions:    9708/  10000 (97.08%), best:    9738/10000 (97.38%), error:       895.32153, best error:       884.42169 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.3343200684s, input_fired_time: 0.6665861607, output_fired_time: 0.4056217968, propagate_forward_time: 25.8763961792, propagate_backward_time: 35.7829208374, weight_update_time: 0.0796291754, other_time: 1.6027946472
epoch time: 5.4714159966s, input_fired_time: 0.0699633509, output_fired_time: 0.0000000000, propagate_forward_time: 5.1225728989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2788796425
validation[          , genome  5577] predictions:    9700/  10000 (97.00%), best:    9738/10000 (97.38%), error:       947.03510, best error:       884.42169 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.5260391235s, input_fired_time: 0.6686030626, output_fired_time: 0.4101751745, propagate_forward_time: 26.3701782227, propagate_backward_time: 36.4556503296, weight_update_time: 0.0809420124, other_time: 1.6214370728
epoch time: 5.3814954758s, input_fired_time: 0.0703708678, output_fired_time: 0.0000000000, propagate_forward_time: 5.0404362679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706885338
validation[          , genome  5577] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       881.25592, best error:       881.25592 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.2569656372s, input_fired_time: 0.6604823470, output_fired_time: 0.4068225026, propagate_forward_time: 25.8937759399, propagate_backward_time: 35.7184562683, weight_update_time: 0.0783444494, other_time: 1.5774307251
epoch time: 5.5295267105s, input_fired_time: 0.0708286241, output_fired_time: 0.0000000000, propagate_forward_time: 5.1849288940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737693787
validation[          , genome  5577] predictions:    9650/  10000 (96.50%), best:    9726/10000 (97.26%), error:      1089.93750, best error:       881.25592 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.0462875366s, input_fired_time: 0.6648251414, output_fired_time: 0.4010643065, propagate_forward_time: 25.7271270752, propagate_backward_time: 35.6736679077, weight_update_time: 0.0787582844, other_time: 1.5796012878
epoch time: 5.4242749214s, input_fired_time: 0.0703587607, output_fired_time: 0.0000000000, propagate_forward_time: 5.0798354149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740807533
validation[          , genome  5577] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       916.46124, best error:       881.25592 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.9396896362s, input_fired_time: 0.6664735675, output_fired_time: 0.4043650627, propagate_forward_time: 25.7175502777, propagate_backward_time: 35.5172233582, weight_update_time: 0.0792844817, other_time: 1.6340751648
epoch time: 5.4466338158s, input_fired_time: 0.0720232651, output_fired_time: 0.0000000000, propagate_forward_time: 5.0971379280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774724960
validation[          , genome  5577] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       821.30066, best error:       821.30066 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.3319702148s, input_fired_time: 0.6696608663, output_fired_time: 0.4116964936, propagate_forward_time: 25.8751754761, propagate_backward_time: 35.7448196411, weight_update_time: 0.0789707899, other_time: 1.6306152344
epoch time: 5.4717454910s, input_fired_time: 0.0713142753, output_fired_time: 0.0000000000, propagate_forward_time: 5.1229529381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774782181
validation[          , genome  5577] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       820.99658, best error:       820.99658 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.2848739624s, input_fired_time: 0.6706420779, output_fired_time: 0.4071353078, propagate_forward_time: 25.7577590942, propagate_backward_time: 35.8309135437, weight_update_time: 0.0792041123, other_time: 1.6184234619
epoch time: 5.3877606392s, input_fired_time: 0.0701611266, output_fired_time: 0.0000000000, propagate_forward_time: 5.0467467308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708525658
validation[          , genome  5577] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       820.17224, best error:       820.17224 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 66.3381805420s, input_fired_time: 0.6758375764, output_fired_time: 0.4173122346, propagate_forward_time: 26.6216754913, propagate_backward_time: 37.0022697449, weight_update_time: 0.0810127780, other_time: 1.6210899353
epoch time: 5.6883983612s, input_fired_time: 0.0735510737, output_fired_time: 0.0000000000, propagate_forward_time: 5.3266768456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881703377
validation[          , genome  5577] predictions:    9742/  10000 (97.42%), best:    9753/10000 (97.53%), error:       821.47699, best error:       820.17224 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 64.9316177368s, input_fired_time: 0.6705806851, output_fired_time: 0.4099445939, propagate_forward_time: 26.0807495117, propagate_backward_time: 36.1832923889, weight_update_time: 0.0792487711, other_time: 1.5870513916
epoch time: 5.7132716179s, input_fired_time: 0.0735116675, output_fired_time: 0.0000000000, propagate_forward_time: 5.3597936630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799663544
validation[          , genome  5577] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       801.45416, best error:       801.45416 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 65.7588272095s, input_fired_time: 0.6771828532, output_fired_time: 0.4109648168, propagate_forward_time: 26.4456367493, propagate_backward_time: 36.5686073303, weight_update_time: 0.0806181580, other_time: 1.6564331055
epoch time: 5.4317016602s, input_fired_time: 0.0709187090, output_fired_time: 0.0000000000, propagate_forward_time: 5.0867209435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2740621567
validation[          , genome  5577] predictions:    9707/  10000 (97.07%), best:    9764/10000 (97.64%), error:       970.18750, best error:       801.45416 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 65.2449264526s, input_fired_time: 0.6737093329, output_fired_time: 0.4094587564, propagate_forward_time: 26.1290988922, propagate_backward_time: 36.4320983887, weight_update_time: 0.0795726478, other_time: 1.6005630493
epoch time: 5.6359329224s, input_fired_time: 0.0728743449, output_fired_time: 0.0000000000, propagate_forward_time: 5.2813758850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2816824913
validation[          , genome  5577] predictions:    9734/  10000 (97.34%), best:    9764/10000 (97.64%), error:       858.58527, best error:       801.45416 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.9554367065s, input_fired_time: 0.6724478602, output_fired_time: 0.4091900587, propagate_forward_time: 26.1300697327, propagate_backward_time: 36.1572036743, weight_update_time: 0.0793203488, other_time: 1.5865249634
epoch time: 5.4117436409s, input_fired_time: 0.0716927052, output_fired_time: 0.0000000000, propagate_forward_time: 5.0694837570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705669403
validation[          , genome  5577] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       847.66522, best error:       801.45416 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 63.7904930115s, input_fired_time: 0.6707547903, output_fired_time: 0.4001813531, propagate_forward_time: 25.6499671936, propagate_backward_time: 35.5080184937, weight_update_time: 0.0780119672, other_time: 1.5615730286
epoch time: 5.4885621071s, input_fired_time: 0.0713650286, output_fired_time: 0.0000000000, propagate_forward_time: 5.1403903961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768068314
validation[          , genome  5577] predictions:    9691/  10000 (96.91%), best:    9764/10000 (97.64%), error:      1015.46045, best error:       801.45416 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.8202667236s, input_fired_time: 0.6736748219, output_fired_time: 0.4072223604, propagate_forward_time: 26.1811599731, propagate_backward_time: 35.9585227966, weight_update_time: 0.0792315453, other_time: 1.5996856689
epoch time: 5.3798961639s, input_fired_time: 0.0702359155, output_fired_time: 0.0000000000, propagate_forward_time: 5.0390973091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705631256
validation[          , genome  5577] predictions:    9745/  10000 (97.45%), best:    9764/10000 (97.64%), error:       809.22540, best error:       801.45416 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.0660781860s, input_fired_time: 0.6642304659, output_fired_time: 0.4057316482, propagate_forward_time: 25.7512397766, propagate_backward_time: 35.6552124023, weight_update_time: 0.0784938708, other_time: 1.5896644592
epoch time: 5.5115723610s, input_fired_time: 0.0711236820, output_fired_time: 0.0000000000, propagate_forward_time: 5.1701860428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702627182
validation[          , genome  5577] predictions:    9692/  10000 (96.92%), best:    9764/10000 (97.64%), error:       991.29858, best error:       801.45416 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.7597045898s, input_fired_time: 0.6710513830, output_fired_time: 0.4166434407, propagate_forward_time: 26.1028804779, propagate_backward_time: 36.0215911865, weight_update_time: 0.0783473402, other_time: 1.5475387573
epoch time: 5.5402560234s, input_fired_time: 0.0711708069, output_fired_time: 0.0000000000, propagate_forward_time: 5.2003393173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687458992
validation[          , genome  5577] predictions:    9708/  10000 (97.08%), best:    9764/10000 (97.64%), error:       966.79236, best error:       801.45416 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 65.3613662720s, input_fired_time: 0.6678116918, output_fired_time: 0.4084427655, propagate_forward_time: 26.3275299072, propagate_backward_time: 36.3856124878, weight_update_time: 0.0804977939, other_time: 1.5719757080
epoch time: 5.3786668777s, input_fired_time: 0.0696166828, output_fired_time: 0.0000000000, propagate_forward_time: 5.0430850983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659649849
validation[          , genome  5577] predictions:    9728/  10000 (97.28%), best:    9764/10000 (97.64%), error:       900.13556, best error:       801.45416 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 65.1379394531s, input_fired_time: 0.6782579422, output_fired_time: 0.4094452262, propagate_forward_time: 26.2685279846, propagate_backward_time: 36.2108993530, weight_update_time: 0.0815174505, other_time: 1.5708045959
epoch time: 5.5284566879s, input_fired_time: 0.0723022670, output_fired_time: 0.0000000000, propagate_forward_time: 5.1854572296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706971169
validation[          , genome  5577] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       885.40826, best error:       801.45416 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.5784530640s, input_fired_time: 0.6712235212, output_fired_time: 0.4096851051, propagate_forward_time: 26.2918491364, propagate_backward_time: 36.6196708679, weight_update_time: 0.0813900307, other_time: 1.5860252380
epoch time: 5.6030488014s, input_fired_time: 0.0720669702, output_fired_time: 0.0000000000, propagate_forward_time: 5.2612333298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697486877
validation[          , genome  5577] predictions:    9732/  10000 (97.32%), best:    9764/10000 (97.64%), error:       889.37085, best error:       801.45416 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 66.5732574463s, input_fired_time: 0.6772321463, output_fired_time: 0.4192635119, propagate_forward_time: 26.7580032349, propagate_backward_time: 37.1304969788, weight_update_time: 0.0816899613, other_time: 1.5882606506
epoch time: 5.3904852867s, input_fired_time: 0.0730569586, output_fired_time: 0.0000000000, propagate_forward_time: 5.0426506996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747774124
validation[          , genome  5577] predictions:    9717/  10000 (97.17%), best:    9764/10000 (97.64%), error:       953.62122, best error:       801.45416 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 62.9874534607s, input_fired_time: 0.6748925447, output_fired_time: 0.3992998600, propagate_forward_time: 25.2594814301, propagate_backward_time: 35.0414695740, weight_update_time: 0.0835103020, other_time: 1.6123085022
epoch time: 5.3973007202s, input_fired_time: 0.0720302910, output_fired_time: 0.0000000000, propagate_forward_time: 5.0509276390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743430138
validation[          , genome  5577] predictions:    9712/  10000 (97.12%), best:    9764/10000 (97.64%), error:       929.86670, best error:       801.45416 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.9976043701s, input_fired_time: 0.6824066043, output_fired_time: 0.4119784832, propagate_forward_time: 26.5204048157, propagate_backward_time: 36.7767524719, weight_update_time: 0.0824001953, other_time: 1.6060638428
epoch time: 5.4887013435s, input_fired_time: 0.0736224353, output_fired_time: 0.0000000000, propagate_forward_time: 5.1397738457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753052711
validation[          , genome  5577] predictions:    9699/  10000 (96.99%), best:    9764/10000 (97.64%), error:      1014.90753, best error:       801.45416 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 66.7164001465s, input_fired_time: 0.6791186333, output_fired_time: 0.4203139544, propagate_forward_time: 26.9084453583, propagate_backward_time: 37.1326370239, weight_update_time: 0.0813352764, other_time: 1.5758895874
epoch time: 5.6115555763s, input_fired_time: 0.0730135739, output_fired_time: 0.0000000000, propagate_forward_time: 5.2631301880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754116058
validation[          , genome  5577] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       832.91357, best error:       801.45416 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.8851699829s, input_fired_time: 0.6716758013, output_fired_time: 0.4120902419, propagate_forward_time: 26.1492156982, propagate_backward_time: 36.0875663757, weight_update_time: 0.0793029740, other_time: 1.5646209717
epoch time: 5.4093132019s, input_fired_time: 0.0713793412, output_fired_time: 0.0000000000, propagate_forward_time: 5.0696430206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682909966
validation[          , genome  5577] predictions:    9703/  10000 (97.03%), best:    9764/10000 (97.64%), error:       966.63550, best error:       801.45416 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.4466018677s, input_fired_time: 0.6695641875, output_fired_time: 0.4177849591, propagate_forward_time: 25.9011516571, propagate_backward_time: 35.9028358459, weight_update_time: 0.0791608840, other_time: 1.5552635193
epoch time: 5.5651254654s, input_fired_time: 0.0726975650, output_fired_time: 0.0000000000, propagate_forward_time: 5.2171139717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753138542
validation[          , genome  5577] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       847.67474, best error:       801.45416 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.5783157349s, input_fired_time: 0.6648048162, output_fired_time: 0.4040350020, propagate_forward_time: 25.5530319214, propagate_backward_time: 35.4286499023, weight_update_time: 0.0780783072, other_time: 1.5277938843
epoch time: 5.5692892075s, input_fired_time: 0.0722848251, output_fired_time: 0.0000000000, propagate_forward_time: 5.2255787849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714257240
validation[          , genome  5577] predictions:    9721/  10000 (97.21%), best:    9764/10000 (97.64%), error:       880.10437, best error:       801.45416 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.3942871094s, input_fired_time: 0.6884123683, output_fired_time: 0.4284504354, propagate_forward_time: 27.2450904846, propagate_backward_time: 37.4191970825, weight_update_time: 0.0828994662, other_time: 1.6131324768
epoch time: 5.6084437370s, input_fired_time: 0.0741089806, output_fired_time: 0.0000000000, propagate_forward_time: 5.2577905655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765440941
validation[          , genome  5577] predictions:    9697/  10000 (96.97%), best:    9764/10000 (97.64%), error:      1012.05267, best error:       801.45416 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.3449554443s, input_fired_time: 0.6780230403, output_fired_time: 0.4028853178, propagate_forward_time: 25.8775653839, propagate_backward_time: 35.7904663086, weight_update_time: 0.0825605243, other_time: 1.5960159302
epoch time: 5.5191278458s, input_fired_time: 0.0718964040, output_fired_time: 0.0000000000, propagate_forward_time: 5.1765170097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707142830
validation[          , genome  5577] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       911.39154, best error:       801.45416 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 66.2973098755s, input_fired_time: 0.6820394397, output_fired_time: 0.4161834717, propagate_forward_time: 26.6689834595, propagate_backward_time: 36.9019203186, weight_update_time: 0.0812099501, other_time: 1.6281852722
epoch time: 5.7099528313s, input_fired_time: 0.0751554519, output_fired_time: 0.0000000000, propagate_forward_time: 5.3542780876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805194855
validation[          , genome  5577] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       801.21722, best error:       801.21722 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.2438507080s, input_fired_time: 0.6747049093, output_fired_time: 0.4066032469, propagate_forward_time: 25.8281955719, propagate_backward_time: 35.7609939575, weight_update_time: 0.0801147521, other_time: 1.5733489990
epoch time: 5.3902101517s, input_fired_time: 0.0739424005, output_fired_time: 0.0000000000, propagate_forward_time: 5.0433831215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728848457
validation[          , genome  5577] predictions:    9739/  10000 (97.39%), best:    9763/10000 (97.63%), error:       834.64075, best error:       801.21722 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.2193374634s, input_fired_time: 0.6788424850, output_fired_time: 0.4009594321, propagate_forward_time: 25.8355159760, propagate_backward_time: 35.7084197998, weight_update_time: 0.0835459456, other_time: 1.5956039429
epoch time: 6.1636595726s, input_fired_time: 0.0783394724, output_fired_time: 0.0000000000, propagate_forward_time: 5.7889561653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963638306
validation[          , genome  5577] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       900.22577, best error:       801.21722 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.8329544067s, input_fired_time: 0.6625043750, output_fired_time: 0.4044396281, propagate_forward_time: 25.6538467407, propagate_backward_time: 35.5921859741, weight_update_time: 0.0787735432, other_time: 1.5199775696
epoch time: 5.4163303375s, input_fired_time: 0.0717759430, output_fired_time: 0.0000000000, propagate_forward_time: 5.0791816711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653727531
validation[          , genome  5577] predictions:    9737/  10000 (97.37%), best:    9763/10000 (97.63%), error:       885.25995, best error:       801.21722 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 67.5592193604s, input_fired_time: 0.6868290305, output_fired_time: 0.4176493287, propagate_forward_time: 27.2548389435, propagate_backward_time: 37.5903625488, weight_update_time: 0.0823498666, other_time: 1.6095428467
epoch time: 5.8436493874s, input_fired_time: 0.0753318295, output_fired_time: 0.0000000000, propagate_forward_time: 5.4807467461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875709534
validation[          , genome  5577] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       842.89899, best error:       801.21722 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.8724746704s, input_fired_time: 0.6711470485, output_fired_time: 0.4090825021, propagate_forward_time: 26.0992107391, propagate_backward_time: 36.1240768433, weight_update_time: 0.0797125250, other_time: 1.5689544678
epoch time: 5.3817958832s, input_fired_time: 0.0714864507, output_fired_time: 0.0000000000, propagate_forward_time: 5.0456333160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646760941
validation[          , genome  5577] predictions:    9748/  10000 (97.48%), best:    9763/10000 (97.63%), error:       858.07416, best error:       801.21722 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 63.7134704590s, input_fired_time: 0.6650518179, output_fired_time: 0.4003596008, propagate_forward_time: 25.6743927002, propagate_backward_time: 35.4356460571, weight_update_time: 0.0787904337, other_time: 1.5380210876
epoch time: 5.3934245110s, input_fired_time: 0.0733797103, output_fired_time: 0.0000000000, propagate_forward_time: 5.0561962128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638487816
validation[          , genome  5577] predictions:    9735/  10000 (97.35%), best:    9763/10000 (97.63%), error:       870.30750, best error:       801.21722 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.7277450562s, input_fired_time: 0.6743102074, output_fired_time: 0.4072023332, propagate_forward_time: 26.0660762787, propagate_backward_time: 36.0123596191, weight_update_time: 0.0801953450, other_time: 1.5677947998
epoch time: 5.6105117798s, input_fired_time: 0.0729024932, output_fired_time: 0.0000000000, propagate_forward_time: 5.2622785568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753305435
validation[          , genome  5577] predictions:    9724/  10000 (97.24%), best:    9763/10000 (97.63%), error:       890.05420, best error:       801.21722 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.5043945312s, input_fired_time: 0.6785422564, output_fired_time: 0.4103998840, propagate_forward_time: 26.3598270416, propagate_backward_time: 36.4807090759, weight_update_time: 0.0801700279, other_time: 1.5749168396
epoch time: 5.8127441406s, input_fired_time: 0.0756830871, output_fired_time: 0.0000000000, propagate_forward_time: 5.4564242363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806367874
validation[          , genome  5577] predictions:    9745/  10000 (97.45%), best:    9763/10000 (97.63%), error:       812.16797, best error:       801.21722 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.1453094482s, input_fired_time: 0.6676071286, output_fired_time: 0.4040684104, propagate_forward_time: 25.8000926971, propagate_backward_time: 35.7248687744, weight_update_time: 0.0796043202, other_time: 1.5486755371
epoch time: 5.4380135536s, input_fired_time: 0.0714379847, output_fired_time: 0.0000000000, propagate_forward_time: 5.0998244286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667512894
validation[          , genome  5577] predictions:    9742/  10000 (97.42%), best:    9763/10000 (97.63%), error:       853.84937, best error:       801.21722 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 62.7294273376s, input_fired_time: 0.6575187445, output_fired_time: 0.3981834352, propagate_forward_time: 25.2710800171, propagate_backward_time: 34.9222030640, weight_update_time: 0.0769839063, other_time: 1.4804420471
epoch time: 5.3649682999s, input_fired_time: 0.0703895986, output_fired_time: 0.0000000000, propagate_forward_time: 5.0343031883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602753639
validation[          , genome  5577] predictions:    9754/  10000 (97.54%), best:    9763/10000 (97.63%), error:       839.54810, best error:       801.21722 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.0446014404s, input_fired_time: 0.6592732668, output_fired_time: 0.4006471038, propagate_forward_time: 25.3667163849, propagate_backward_time: 35.1287689209, weight_update_time: 0.0775382966, other_time: 1.4891967773
epoch time: 5.4091763496s, input_fired_time: 0.0709829852, output_fired_time: 0.0000000000, propagate_forward_time: 5.0742454529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2639479637
validation[          , genome  5577] predictions:    9716/  10000 (97.16%), best:    9763/10000 (97.63%), error:       922.73761, best error:       801.21722 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.0120086670s, input_fired_time: 0.6650534868, output_fired_time: 0.4022768438, propagate_forward_time: 25.7522106171, propagate_backward_time: 35.6921730042, weight_update_time: 0.0783561915, other_time: 1.5002937317
epoch time: 5.4567265511s, input_fired_time: 0.0720578209, output_fired_time: 0.0000000000, propagate_forward_time: 5.1184754372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661933899
validation[          , genome  5577] predictions:    9743/  10000 (97.43%), best:    9763/10000 (97.63%), error:       887.95197, best error:       801.21722 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 65.2629318237s, input_fired_time: 0.6736032367, output_fired_time: 0.4086291194, propagate_forward_time: 26.2801666260, propagate_backward_time: 36.3590393066, weight_update_time: 0.0802830607, other_time: 1.5414886475
epoch time: 5.4529018402s, input_fired_time: 0.0715597421, output_fired_time: 0.0000000000, propagate_forward_time: 5.1167435646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2645983696
validation[          , genome  5577] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       844.47284, best error:       801.21722 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.4926223755s, input_fired_time: 0.6667134166, output_fired_time: 0.4056980610, propagate_forward_time: 25.8475894928, propagate_backward_time: 36.0391349792, weight_update_time: 0.0789781511, other_time: 1.5334892273
epoch time: 5.7504653931s, input_fired_time: 0.0758153498, output_fired_time: 0.0000000000, propagate_forward_time: 5.3923678398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2822823524
validation[          , genome  5577] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       846.12152, best error:       801.21722 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.3589096069s, input_fired_time: 0.6896105409, output_fired_time: 0.4181794822, propagate_forward_time: 27.0987987518, propagate_backward_time: 37.5524177551, weight_update_time: 0.0827631131, other_time: 1.5998954773
epoch time: 5.4738192558s, input_fired_time: 0.0751684755, output_fired_time: 0.0000000000, propagate_forward_time: 5.1230950356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755556107
validation[          , genome  5577] predictions:    9764/  10000 (97.64%), best:    9763/10000 (97.63%), error:       820.38239, best error:       801.21722 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.5818481445s, input_fired_time: 0.6770260334, output_fired_time: 0.4074655771, propagate_forward_time: 25.9542751312, propagate_backward_time: 35.9855880737, weight_update_time: 0.0807365030, other_time: 1.5574951172
epoch time: 5.4900913239s, input_fired_time: 0.0732503757, output_fired_time: 0.0000000000, propagate_forward_time: 5.1469240189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699170113
validation[          , genome  5577] predictions:    9735/  10000 (97.35%), best:    9763/10000 (97.63%), error:       927.12848, best error:       801.21722 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 66.0810775757s, input_fired_time: 0.6863299012, output_fired_time: 0.4130959809, propagate_forward_time: 26.6490764618, propagate_backward_time: 36.7698822021, weight_update_time: 0.0802353621, other_time: 1.5626907349
epoch time: 5.5566892624s, input_fired_time: 0.0750657991, output_fired_time: 0.0000000000, propagate_forward_time: 5.2047948837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768287659
validation[          , genome  5577] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       792.70758, best error:       792.70758 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 66.2280044556s, input_fired_time: 0.6846812963, output_fired_time: 0.4154636860, propagate_forward_time: 26.5371417999, propagate_backward_time: 37.0061416626, weight_update_time: 0.0807871595, other_time: 1.5845718384
epoch time: 5.6092338562s, input_fired_time: 0.0754420459, output_fired_time: 0.0000000000, propagate_forward_time: 5.2567963600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769956589
validation[          , genome  5577] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       880.52905, best error:       792.70758 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 66.0044403076s, input_fired_time: 0.6845995188, output_fired_time: 0.4130115211, propagate_forward_time: 26.5907268524, propagate_backward_time: 36.7493743896, weight_update_time: 0.0805081651, other_time: 1.5667266846
epoch time: 5.5706863403s, input_fired_time: 0.0740779564, output_fired_time: 0.0000000000, propagate_forward_time: 5.2265901566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700181007
validation[          , genome  5577] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       854.18896, best error:       792.70758 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 65.3074340820s, input_fired_time: 0.6816986799, output_fired_time: 0.4078134298, propagate_forward_time: 26.2085170746, propagate_backward_time: 36.4502906799, weight_update_time: 0.0805385783, other_time: 1.5591087341
epoch time: 5.8089437485s, input_fired_time: 0.0771254078, output_fired_time: 0.0000000000, propagate_forward_time: 5.4484586716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833595276
validation[          , genome  5577] predictions:    9734/  10000 (97.34%), best:    9767/10000 (97.67%), error:       873.45068, best error:       792.70758 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.6456222534s, input_fired_time: 0.6878206134, output_fired_time: 0.4117359817, propagate_forward_time: 26.4608631134, propagate_backward_time: 36.5058097839, weight_update_time: 0.0818038657, other_time: 1.5793952942
epoch time: 5.5360651016s, input_fired_time: 0.0753763765, output_fired_time: 0.0000000000, propagate_forward_time: 5.1846661568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760224342
validation[          , genome  5577] predictions:    9760/  10000 (97.60%), best:    9767/10000 (97.67%), error:       807.25995, best error:       792.70758 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 65.8287429810s, input_fired_time: 0.6882173419, output_fired_time: 0.4146364033, propagate_forward_time: 26.4297637939, propagate_backward_time: 36.6851959229, weight_update_time: 0.0805450305, other_time: 1.6109313965
epoch time: 5.5095424652s, input_fired_time: 0.0761186406, output_fired_time: 0.0000000000, propagate_forward_time: 5.1579761505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754478455
validation[          , genome  5577] predictions:    9754/  10000 (97.54%), best:    9767/10000 (97.67%), error:       806.32550, best error:       792.70758 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.2160415649s, input_fired_time: 0.6849309802, output_fired_time: 0.4104783237, propagate_forward_time: 26.1792068481, propagate_backward_time: 36.3190994263, weight_update_time: 0.0797592402, other_time: 1.6223297119
epoch time: 5.7428693771s, input_fired_time: 0.0761264637, output_fired_time: 0.0000000000, propagate_forward_time: 5.3810553551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856874466
validation[          , genome  5577] predictions:    9724/  10000 (97.24%), best:    9767/10000 (97.67%), error:       881.38574, best error:       792.70758 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.1961822510s, input_fired_time: 0.6915105581, output_fired_time: 0.4090538323, propagate_forward_time: 26.1797275543, propagate_backward_time: 36.3291053772, weight_update_time: 0.0875936449, other_time: 1.5867805481
epoch time: 5.7266898155s, input_fired_time: 0.0764629245, output_fired_time: 0.0000000000, propagate_forward_time: 5.3733797073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768473625
validation[          , genome  5577] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       864.59595, best error:       792.70758 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.7566680908s, input_fired_time: 0.6830453277, output_fired_time: 0.4122588336, propagate_forward_time: 26.1112346649, propagate_backward_time: 35.9800071716, weight_update_time: 0.0796176866, other_time: 1.5701255798
epoch time: 5.6719093323s, input_fired_time: 0.0771715865, output_fired_time: 0.0000000000, propagate_forward_time: 5.3153266907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794108391
validation[          , genome  5577] predictions:    9723/  10000 (97.23%), best:    9767/10000 (97.67%), error:       870.67206, best error:       792.70758 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 66.1307525635s, input_fired_time: 0.6936023831, output_fired_time: 0.4127361774, propagate_forward_time: 26.6267509460, propagate_backward_time: 36.8034057617, weight_update_time: 0.0813068375, other_time: 1.5942573547
epoch time: 5.4748110771s, input_fired_time: 0.0741111711, output_fired_time: 0.0000000000, propagate_forward_time: 5.1272587776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2734413147
validation[          , genome  5577] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       891.58063, best error:       792.70758 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.6772117615s, input_fired_time: 0.6714066267, output_fired_time: 0.4004215002, propagate_forward_time: 25.5889892578, propagate_backward_time: 35.4958267212, weight_update_time: 0.0782851949, other_time: 1.5205688477
epoch time: 5.3741230965s, input_fired_time: 0.0724885911, output_fired_time: 0.0000000000, propagate_forward_time: 5.0390067101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626276016
validation[          , genome  5577] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       862.24738, best error:       792.70758 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.7420654297s, input_fired_time: 0.6719897985, output_fired_time: 0.4015068710, propagate_forward_time: 25.5888347626, propagate_backward_time: 35.5643997192, weight_update_time: 0.0782652795, other_time: 1.5153350830
epoch time: 5.5890364647s, input_fired_time: 0.0753320605, output_fired_time: 0.0000000000, propagate_forward_time: 5.2452650070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684392929
validation[          , genome  5577] predictions:    9741/  10000 (97.41%), best:    9767/10000 (97.67%), error:       891.59772, best error:       792.70758 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.4330101013s, input_fired_time: 0.6717590690, output_fired_time: 0.4009106159, propagate_forward_time: 25.4571857452, propagate_backward_time: 35.4031944275, weight_update_time: 0.0781873688, other_time: 1.4999580383
epoch time: 5.3728618622s, input_fired_time: 0.0736742690, output_fired_time: 0.0000000000, propagate_forward_time: 5.0370550156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621326447
validation[          , genome  5577] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1013.28864, best error:       792.70758 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 63.5390281677s, input_fired_time: 0.6721891761, output_fired_time: 0.4010096490, propagate_forward_time: 25.4995555878, propagate_backward_time: 35.4650764465, weight_update_time: 0.0780335367, other_time: 1.5012016296
epoch time: 5.4145388603s, input_fired_time: 0.0728051588, output_fired_time: 0.0000000000, propagate_forward_time: 5.0783181190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634158134
validation[          , genome  5577] predictions:    9706/  10000 (97.06%), best:    9767/10000 (97.67%), error:       971.98456, best error:       792.70758 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.2059478760s, input_fired_time: 0.6787701845, output_fired_time: 0.4019770622, propagate_forward_time: 25.7724552155, propagate_backward_time: 35.8138961792, weight_update_time: 0.0798826218, other_time: 1.5388488770
epoch time: 5.5296607018s, input_fired_time: 0.0746711716, output_fired_time: 0.0000000000, propagate_forward_time: 5.1810779572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2739114761
validation[          , genome  5577] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       978.60077, best error:       792.70758 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.6251220703s, input_fired_time: 0.6822751164, output_fired_time: 0.4070239365, propagate_forward_time: 26.0326766968, propagate_backward_time: 35.9341506958, weight_update_time: 0.0815367848, other_time: 1.5689964294
epoch time: 5.4330668449s, input_fired_time: 0.0740448385, output_fired_time: 0.0000000000, propagate_forward_time: 5.0922212601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668008804
validation[          , genome  5577] predictions:    9763/  10000 (97.63%), best:    9767/10000 (97.67%), error:       808.67596, best error:       792.70758 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.4965591431s, input_fired_time: 0.6773523688, output_fired_time: 0.4046207070, propagate_forward_time: 25.9339485168, propagate_backward_time: 35.9511528015, weight_update_time: 0.0788865164, other_time: 1.5294837952
epoch time: 5.3738455772s, input_fired_time: 0.0728357285, output_fired_time: 0.0000000000, propagate_forward_time: 5.0405020714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605075836
validation[          , genome  5577] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       838.99402, best error:       792.70758 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.1447906494s, input_fired_time: 0.6773251295, output_fired_time: 0.4023884237, propagate_forward_time: 25.8057594299, propagate_backward_time: 35.7519645691, weight_update_time: 0.0784199610, other_time: 1.5073509216
epoch time: 5.3705291748s, input_fired_time: 0.0728558078, output_fired_time: 0.0000000000, propagate_forward_time: 5.0374240875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2602491379
validation[          , genome  5577] predictions:    9757/  10000 (97.57%), best:    9767/10000 (97.67%), error:       839.73004, best error:       792.70758 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.9233093262s, input_fired_time: 0.6846693158, output_fired_time: 0.4073387086, propagate_forward_time: 26.1525554657, propagate_backward_time: 36.1335487366, weight_update_time: 0.0802658275, other_time: 1.5452003479
epoch time: 5.7513103485s, input_fired_time: 0.0780505463, output_fired_time: 0.0000000000, propagate_forward_time: 5.3883295059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849302292
validation[          , genome  5577] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       948.29480, best error:       792.70758 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.8095855713s, input_fired_time: 0.6820563078, output_fired_time: 0.4084442556, propagate_forward_time: 26.1083393097, propagate_backward_time: 36.0874366760, weight_update_time: 0.0791744217, other_time: 1.5233116150
epoch time: 5.6411480904s, input_fired_time: 0.0762162954, output_fired_time: 0.0000000000, propagate_forward_time: 5.2928037643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721281052
validation[          , genome  5577] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       915.21667, best error:       792.70758 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.6008682251s, input_fired_time: 0.6797837615, output_fired_time: 0.4042685926, propagate_forward_time: 26.0213508606, propagate_backward_time: 35.9710159302, weight_update_time: 0.0786190778, other_time: 1.5244483948
epoch time: 5.5940766335s, input_fired_time: 0.0756016821, output_fired_time: 0.0000000000, propagate_forward_time: 5.2468528748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716221809
validation[          , genome  5577] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       945.57587, best error:       792.70758 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 65.3119583130s, input_fired_time: 0.6830952764, output_fired_time: 0.4109939337, propagate_forward_time: 26.2157974243, propagate_backward_time: 36.4667930603, weight_update_time: 0.0796108097, other_time: 1.5352745056
epoch time: 5.4636163712s, input_fired_time: 0.0750056952, output_fired_time: 0.0000000000, propagate_forward_time: 5.1225461960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660646439
validation[          , genome  5577] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:       923.36536, best error:       792.70758 on epoch:    79, 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: 28.8730182648s, input_fired_time: 0.3860304952, output_fired_time: 0.0000000000, propagate_forward_time: 27.0711517334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4158363342
best training[          , genome  5577] predictions:   49689/  50000 (99.38%), best:    9767/10000 (97.67%), error:      1392.84436, best error:       792.70758 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.7530055046s, input_fired_time: 0.0753098726, output_fired_time: 0.0000000000, propagate_forward_time: 5.3934025764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2842931747
   testing[          , genome  5577] predictions:    9772/  10000 (97.72%), best:    9767/10000 (97.67%), error:       783.12537, best error:       792.70758 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:08:08 (5525): called boinc_finish(0)

</stderr_txt>
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