Nameexact_genome_1512568488_43_6654_1
Workunit2604560
Created7 Dec 2017, 21:07:49 UTC
Sent7 Dec 2017, 21:14:07 UTC
Report deadline15 Dec 2017, 22:11:44 UTC
Received8 Dec 2017, 1:25:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53788
Run time2 hours 24 min 10 sec
CPU time2 hours 22 min 17 sec
Validate stateValid
Credit2,010.00
Device peak FLOPS3.80 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: 77.9597473145s, input_fired_time: 0.8777939081, output_fired_time: 0.5599513054, propagate_forward_time: 31.0345420837, propagate_backward_time: 43.4322738647, weight_update_time: 0.1005789787, other_time: 2.0551872253
epoch time: 6.6203756332s, input_fired_time: 0.0901602805, output_fired_time: 0.0000000000, propagate_forward_time: 6.1818928719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483223915
validation[          , genome  6654] predictions:    9697/  10000 (96.97%), best:    9708/10000 (97.08%), error:      1035.10217, best error:       991.27850 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 78.2327651978s, input_fired_time: 0.9011176229, output_fired_time: 0.5692255497, propagate_forward_time: 31.1639080048, propagate_backward_time: 43.5486335754, weight_update_time: 0.1113641411, other_time: 2.0498771667
epoch time: 6.7262678146s, input_fired_time: 0.0899866372, output_fired_time: 0.0000000000, propagate_forward_time: 6.2747268677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615541458
validation[          , genome  6654] predictions:    9695/  10000 (96.95%), best:    9708/10000 (97.08%), error:      1032.11792, best error:       991.27850 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 78.4925918579s, input_fired_time: 0.8818288445, output_fired_time: 0.5759236217, propagate_forward_time: 31.3076152802, propagate_backward_time: 43.6637535095, weight_update_time: 0.1009203196, other_time: 2.0634727478
epoch time: 6.6914286613s, input_fired_time: 0.0891619399, output_fired_time: 0.0000000000, propagate_forward_time: 6.2487349510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535318375
validation[          , genome  6654] predictions:    9639/  10000 (96.39%), best:    9708/10000 (97.08%), error:      1203.69727, best error:       991.27850 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 78.2441482544s, input_fired_time: 0.8849974275, output_fired_time: 0.5583314896, propagate_forward_time: 31.1579113007, propagate_backward_time: 43.5788345337, weight_update_time: 0.1005704477, other_time: 2.0640716553
epoch time: 6.6500582695s, input_fired_time: 0.0887906849, output_fired_time: 0.0000000000, propagate_forward_time: 6.2126727104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485946655
validation[          , genome  6654] predictions:    9662/  10000 (96.62%), best:    9708/10000 (97.08%), error:      1103.54834, best error:       991.27850 on epoch:     5, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 78.0182266235s, input_fired_time: 0.9066398144, output_fired_time: 0.5599993467, propagate_forward_time: 31.0186862946, propagate_backward_time: 43.4855804443, weight_update_time: 0.1018520594, other_time: 2.0473251343
epoch time: 6.5826373100s, input_fired_time: 0.0903113335, output_fired_time: 0.0000000000, propagate_forward_time: 6.1436924934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3486332893
validation[          , genome  6654] predictions:    9701/  10000 (97.01%), best:    9708/10000 (97.08%), error:      1035.20813, best error:       991.27850 on epoch:     5, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 78.1230621338s, input_fired_time: 0.8969738483, output_fired_time: 0.5578060150, propagate_forward_time: 31.1294422150, propagate_backward_time: 43.4940338135, weight_update_time: 0.1010253876, other_time: 2.0448074341
epoch time: 6.6760149002s, input_fired_time: 0.1059043035, output_fired_time: 0.0000000000, propagate_forward_time: 6.2228708267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472399712
validation[          , genome  6654] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       942.66675, best error:       942.66675 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 78.3331298828s, input_fired_time: 0.8939635158, output_fired_time: 0.5650404692, propagate_forward_time: 31.2255744934, propagate_backward_time: 43.6003112793, weight_update_time: 0.1008672491, other_time: 2.0482368469
epoch time: 6.6712179184s, input_fired_time: 0.0919944942, output_fired_time: 0.0000000000, propagate_forward_time: 6.2165851593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626384735
validation[          , genome  6654] predictions:    9702/  10000 (97.02%), best:    9714/10000 (97.14%), error:      1002.54620, best error:       942.66675 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 78.5130386353s, input_fired_time: 0.9007204175, output_fired_time: 0.5604777932, propagate_forward_time: 31.2077445984, propagate_backward_time: 43.7811927795, weight_update_time: 0.1089656204, other_time: 2.0629043579
epoch time: 6.5561442375s, input_fired_time: 0.0882198885, output_fired_time: 0.0000000000, propagate_forward_time: 6.1269593239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409647942
validation[          , genome  6654] predictions:    9706/  10000 (97.06%), best:    9714/10000 (97.14%), error:       967.28479, best error:       942.66675 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 78.0336761475s, input_fired_time: 0.8781108856, output_fired_time: 0.5737473369, propagate_forward_time: 31.0267257690, propagate_backward_time: 43.5214538574, weight_update_time: 0.1009914950, other_time: 2.0336380005
epoch time: 6.6201400757s, input_fired_time: 0.0896831676, output_fired_time: 0.0000000000, propagate_forward_time: 6.1829586029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474984169
validation[          , genome  6654] predictions:    9706/  10000 (97.06%), best:    9714/10000 (97.14%), error:       974.30469, best error:       942.66675 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 78.3093185425s, input_fired_time: 0.9000641704, output_fired_time: 0.5655911565, propagate_forward_time: 31.2536811829, propagate_backward_time: 43.5400886536, weight_update_time: 0.1005133763, other_time: 2.0498962402
epoch time: 6.6567134857s, input_fired_time: 0.0907305330, output_fired_time: 0.0000000000, propagate_forward_time: 6.2132873535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3526954651
validation[          , genome  6654] predictions:    9678/  10000 (96.78%), best:    9714/10000 (97.14%), error:      1116.71851, best error:       942.66675 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 78.9538879395s, input_fired_time: 0.9006007910, output_fired_time: 0.5729547739, propagate_forward_time: 31.5285739899, propagate_backward_time: 43.8818359375, weight_update_time: 0.1006490067, other_time: 2.0699234009
epoch time: 6.6083397865s, input_fired_time: 0.0880662203, output_fired_time: 0.0000000000, propagate_forward_time: 6.1691775322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510961533
validation[          , genome  6654] predictions:    9637/  10000 (96.37%), best:    9714/10000 (97.14%), error:      1126.71521, best error:       942.66675 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 77.8818435669s, input_fired_time: 0.8849593401, output_fired_time: 0.5582268834, propagate_forward_time: 31.0316772461, propagate_backward_time: 43.3613929749, weight_update_time: 0.1007819325, other_time: 2.0455894470
epoch time: 6.7783823013s, input_fired_time: 0.0920214877, output_fired_time: 0.0000000000, propagate_forward_time: 6.3260035515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603572845
validation[          , genome  6654] predictions:    9684/  10000 (96.84%), best:    9714/10000 (97.14%), error:       973.44855, best error:       942.66675 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 78.9835281372s, input_fired_time: 0.9030699134, output_fired_time: 0.5811741948, propagate_forward_time: 31.4385337830, propagate_backward_time: 43.9706954956, weight_update_time: 0.1015775502, other_time: 2.0900535583
epoch time: 6.7975764275s, input_fired_time: 0.0915099680, output_fired_time: 0.0000000000, propagate_forward_time: 6.3128437996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932228088
validation[          , genome  6654] predictions:    9685/  10000 (96.85%), best:    9714/10000 (97.14%), error:      1020.65442, best error:       942.66675 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 77.7997055054s, input_fired_time: 0.8894656897, output_fired_time: 0.5594391227, propagate_forward_time: 31.0048580170, propagate_backward_time: 43.3105545044, weight_update_time: 0.1008888558, other_time: 2.0353851318
epoch time: 6.6383218765s, input_fired_time: 0.0910897255, output_fired_time: 0.0000000000, propagate_forward_time: 6.1942377090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529944420
validation[          , genome  6654] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       907.62415, best error:       907.62415 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 78.5038681030s, input_fired_time: 0.8870826960, output_fired_time: 0.5666165352, propagate_forward_time: 31.2609024048, propagate_backward_time: 43.7063446045, weight_update_time: 0.1010538191, other_time: 2.0829162598
epoch time: 6.6572709084s, input_fired_time: 0.0915657729, output_fired_time: 0.0000000000, propagate_forward_time: 6.2074747086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582305908
validation[          , genome  6654] predictions:    9726/  10000 (97.26%), best:    9739/10000 (97.39%), error:       918.79901, best error:       907.62415 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 78.3935623169s, input_fired_time: 0.8850671053, output_fired_time: 0.5668124557, propagate_forward_time: 31.2160854340, propagate_backward_time: 43.6352806091, weight_update_time: 0.1092534885, other_time: 2.0903129578
epoch time: 6.6592674255s, input_fired_time: 0.0887497962, output_fired_time: 0.0000000000, propagate_forward_time: 6.2288761139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416414261
validation[          , genome  6654] predictions:    9714/  10000 (97.14%), best:    9739/10000 (97.39%), error:       936.26428, best error:       907.62415 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 78.4446945190s, input_fired_time: 0.9036662579, output_fired_time: 0.5631276965, propagate_forward_time: 31.1919670105, propagate_backward_time: 43.7086906433, weight_update_time: 0.1020912975, other_time: 2.0772476196
epoch time: 6.6252288818s, input_fired_time: 0.0886641741, output_fired_time: 0.0000000000, propagate_forward_time: 6.1932258606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433389664
validation[          , genome  6654] predictions:    9632/  10000 (96.32%), best:    9739/10000 (97.39%), error:      1177.91333, best error:       907.62415 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 77.7642517090s, input_fired_time: 0.8928695917, output_fired_time: 0.5640544295, propagate_forward_time: 31.0356826782, propagate_backward_time: 43.2423248291, weight_update_time: 0.1011618599, other_time: 2.0293197632
epoch time: 6.6683726311s, input_fired_time: 0.0918817818, output_fired_time: 0.0000000000, propagate_forward_time: 6.2283520699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481388092
validation[          , genome  6654] predictions:    9664/  10000 (96.64%), best:    9739/10000 (97.39%), error:      1067.30676, best error:       907.62415 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 77.9296340942s, input_fired_time: 0.8911473751, output_fired_time: 0.5640870333, propagate_forward_time: 31.0111885071, propagate_backward_time: 43.4050979614, weight_update_time: 0.1011723056, other_time: 2.0581169128
epoch time: 6.8926353455s, input_fired_time: 0.0932979137, output_fired_time: 0.0000000000, propagate_forward_time: 6.4358043671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635330200
validation[          , genome  6654] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       883.02869, best error:       883.02869 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 78.0033264160s, input_fired_time: 0.9110558033, output_fired_time: 0.5680804849, propagate_forward_time: 31.0631294250, propagate_backward_time: 43.4173965454, weight_update_time: 0.1074544787, other_time: 2.0436668396
epoch time: 6.5978498459s, input_fired_time: 0.0907788128, output_fired_time: 0.0000000000, propagate_forward_time: 6.1588368416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482341766
validation[          , genome  6654] predictions:    9723/  10000 (97.23%), best:    9734/10000 (97.34%), error:       901.55170, best error:       883.02869 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 78.5632400513s, input_fired_time: 0.8955067396, output_fired_time: 0.5662145019, propagate_forward_time: 31.2041301727, propagate_backward_time: 43.8505363464, weight_update_time: 0.1045128033, other_time: 2.0468482971
epoch time: 6.6636080742s, input_fired_time: 0.0913927257, output_fired_time: 0.0000000000, propagate_forward_time: 6.2243900299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478255272
validation[          , genome  6654] predictions:    9713/  10000 (97.13%), best:    9734/10000 (97.34%), error:       962.71484, best error:       883.02869 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 77.5119934082s, input_fired_time: 0.8850491047, output_fired_time: 0.5601647496, propagate_forward_time: 30.7883987427, propagate_backward_time: 43.2564773560, weight_update_time: 0.1010661647, other_time: 2.0219039917
epoch time: 6.6628255844s, input_fired_time: 0.0908198133, output_fired_time: 0.0000000000, propagate_forward_time: 6.2064538002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655519485
validation[          , genome  6654] predictions:    9701/  10000 (97.01%), best:    9734/10000 (97.34%), error:       996.23413, best error:       883.02869 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 78.1260452271s, input_fired_time: 0.8977573514, output_fired_time: 0.5783149004, propagate_forward_time: 31.1451931000, propagate_backward_time: 43.4680099487, weight_update_time: 0.1008601412, other_time: 2.0367660522
epoch time: 7.2306056023s, input_fired_time: 0.1061640456, output_fired_time: 0.0000000000, propagate_forward_time: 6.7217979431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026436806
validation[          , genome  6654] predictions:    9714/  10000 (97.14%), best:    9734/10000 (97.34%), error:       944.32751, best error:       883.02869 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 78.9560775757s, input_fired_time: 0.9039600492, output_fired_time: 0.5608191490, propagate_forward_time: 31.5350151062, propagate_backward_time: 43.9262657166, weight_update_time: 0.1012046561, other_time: 2.0300140381
epoch time: 6.6032786369s, input_fired_time: 0.0905498862, output_fired_time: 0.0000000000, propagate_forward_time: 6.1664757729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462529182
validation[          , genome  6654] predictions:    9725/  10000 (97.25%), best:    9734/10000 (97.34%), error:       907.71252, best error:       883.02869 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 78.0915679932s, input_fired_time: 0.8959324360, output_fired_time: 0.5585150123, propagate_forward_time: 31.0971679688, propagate_backward_time: 43.4869461060, weight_update_time: 0.1016637236, other_time: 2.0530014038
epoch time: 7.1326537132s, input_fired_time: 0.0934627205, output_fired_time: 0.0000000000, propagate_forward_time: 6.6812782288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579125404
validation[          , genome  6654] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       896.99908, best error:       883.02869 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 78.9322814941s, input_fired_time: 0.9032130241, output_fired_time: 0.5588810444, propagate_forward_time: 31.3374500275, propagate_backward_time: 44.0518875122, weight_update_time: 0.1009959802, other_time: 2.0808486938
epoch time: 6.7052431107s, input_fired_time: 0.1129846349, output_fired_time: 0.0000000000, propagate_forward_time: 6.2439150810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483433723
validation[          , genome  6654] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       877.67810, best error:       877.67810 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 77.6516723633s, input_fired_time: 0.8865910172, output_fired_time: 0.5598856211, propagate_forward_time: 30.9036540985, propagate_backward_time: 43.2514915466, weight_update_time: 0.1008992270, other_time: 2.0500526428
epoch time: 6.5562887192s, input_fired_time: 0.0917924494, output_fired_time: 0.0000000000, propagate_forward_time: 6.1188659668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456301689
validation[          , genome  6654] predictions:    9741/  10000 (97.41%), best:    9722/10000 (97.22%), error:       886.87244, best error:       877.67810 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 78.2692489624s, input_fired_time: 0.8962963223, output_fired_time: 0.5722634196, propagate_forward_time: 31.1207523346, propagate_backward_time: 43.6423263550, weight_update_time: 0.1007452905, other_time: 2.0376129150
epoch time: 6.5873794556s, input_fired_time: 0.0924757943, output_fired_time: 0.0000000000, propagate_forward_time: 6.1444559097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504476547
validation[          , genome  6654] predictions:    9727/  10000 (97.27%), best:    9722/10000 (97.22%), error:       892.27014, best error:       877.67810 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 78.3089981079s, input_fired_time: 0.8979565501, output_fired_time: 0.5639386177, propagate_forward_time: 31.1934757233, propagate_backward_time: 43.6059989929, weight_update_time: 0.1052136123, other_time: 2.0476264954
epoch time: 6.7084794044s, input_fired_time: 0.1009179279, output_fired_time: 0.0000000000, propagate_forward_time: 6.2545914650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3529701233
validation[          , genome  6654] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       877.51025, best error:       877.51025 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 78.2127227783s, input_fired_time: 0.8968282342, output_fired_time: 0.5678299665, propagate_forward_time: 31.1814575195, propagate_backward_time: 43.5173721313, weight_update_time: 0.1010938510, other_time: 2.0492324829
epoch time: 6.7563343048s, input_fired_time: 0.0939431638, output_fired_time: 0.0000000000, propagate_forward_time: 6.3030242920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593668938
validation[          , genome  6654] predictions:    9730/  10000 (97.30%), best:    9733/10000 (97.33%), error:       909.89862, best error:       877.51025 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 78.2926940918s, input_fired_time: 0.9000415802, output_fired_time: 0.5848005414, propagate_forward_time: 31.2204532623, propagate_backward_time: 43.5343894958, weight_update_time: 0.1009103954, other_time: 2.0530128479
epoch time: 6.7101459503s, input_fired_time: 0.0949139223, output_fired_time: 0.0000000000, propagate_forward_time: 6.2627696991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524622917
validation[          , genome  6654] predictions:    9739/  10000 (97.39%), best:    9733/10000 (97.33%), error:       878.35443, best error:       877.51025 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 77.9957504272s, input_fired_time: 0.9179946780, output_fired_time: 0.5960078835, propagate_forward_time: 31.0038776398, propagate_backward_time: 43.4198760986, weight_update_time: 0.1005664319, other_time: 2.0579986572
epoch time: 6.6775674820s, input_fired_time: 0.0931306481, output_fired_time: 0.0000000000, propagate_forward_time: 6.2364454269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479914665
validation[          , genome  6654] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       883.00635, best error:       877.51025 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 78.0808105469s, input_fired_time: 0.8896785975, output_fired_time: 0.5620326996, propagate_forward_time: 31.2108631134, propagate_backward_time: 43.3592643738, weight_update_time: 0.1006295532, other_time: 2.0589714050
epoch time: 6.6691904068s, input_fired_time: 0.0906794146, output_fired_time: 0.0000000000, propagate_forward_time: 6.2344141006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440966606
validation[          , genome  6654] predictions:    9683/  10000 (96.83%), best:    9733/10000 (97.33%), error:      1009.21436, best error:       877.51025 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 78.4688796997s, input_fired_time: 0.9127702117, output_fired_time: 0.5598169565, propagate_forward_time: 31.2714118958, propagate_backward_time: 43.6654815674, weight_update_time: 0.1007760018, other_time: 2.0593986511
epoch time: 6.6211977005s, input_fired_time: 0.0953286067, output_fired_time: 0.0000000000, propagate_forward_time: 6.1759862900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3498826027
validation[          , genome  6654] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       850.42657, best error:       850.42657 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 78.0307769775s, input_fired_time: 0.9055095315, output_fired_time: 0.5585203171, propagate_forward_time: 30.9887619019, propagate_backward_time: 43.5511474609, weight_update_time: 0.1003234386, other_time: 2.0268402100
epoch time: 6.5534486771s, input_fired_time: 0.0918740556, output_fired_time: 0.0000000000, propagate_forward_time: 6.1190028191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425717354
validation[          , genome  6654] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       880.67554, best error:       850.42657 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 78.2073364258s, input_fired_time: 0.8872690797, output_fired_time: 0.5597348213, propagate_forward_time: 31.1431427002, propagate_backward_time: 43.6035156250, weight_update_time: 0.1001516953, other_time: 2.0136718750
epoch time: 6.6029148102s, input_fired_time: 0.0950340554, output_fired_time: 0.0000000000, propagate_forward_time: 6.1654982567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423824310
validation[          , genome  6654] predictions:    9717/  10000 (97.17%), best:    9760/10000 (97.60%), error:       918.47144, best error:       850.42657 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 78.4632263184s, input_fired_time: 0.8938527703, output_fired_time: 0.5818298459, propagate_forward_time: 31.2585353851, propagate_backward_time: 43.7170867920, weight_update_time: 0.0979269519, other_time: 2.0119171143
epoch time: 6.6503181458s, input_fired_time: 0.0929739997, output_fired_time: 0.0000000000, propagate_forward_time: 6.2137203217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436236382
validation[          , genome  6654] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       831.89819, best error:       831.89819 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 79.2642135620s, input_fired_time: 0.9200502634, output_fired_time: 0.5586667061, propagate_forward_time: 31.5256729126, propagate_backward_time: 44.1589088440, weight_update_time: 0.0970885083, other_time: 2.1009101868
epoch time: 6.6554427147s, input_fired_time: 0.0994520411, output_fired_time: 0.0000000000, propagate_forward_time: 6.2083668709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476238251
validation[          , genome  6654] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       819.37817, best error:       819.37817 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 78.7956848145s, input_fired_time: 0.9324135184, output_fired_time: 0.5869194269, propagate_forward_time: 31.2942504883, propagate_backward_time: 43.8928718567, weight_update_time: 0.0992473587, other_time: 2.0892295837
epoch time: 6.5914444923s, input_fired_time: 0.0905247331, output_fired_time: 0.0000000000, propagate_forward_time: 6.1618103981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391094208
validation[          , genome  6654] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       845.95911, best error:       819.37817 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 78.4778213501s, input_fired_time: 0.9018000364, output_fired_time: 0.5705427527, propagate_forward_time: 31.1277256012, propagate_backward_time: 43.8192100525, weight_update_time: 0.0981053561, other_time: 2.0585441589
epoch time: 6.7667312622s, input_fired_time: 0.0928641334, output_fired_time: 0.0000000000, propagate_forward_time: 6.3185062408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3553609848
validation[          , genome  6654] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       861.96478, best error:       819.37817 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 79.9492187500s, input_fired_time: 0.9628521204, output_fired_time: 0.5762392282, propagate_forward_time: 31.7825832367, propagate_backward_time: 44.4808731079, weight_update_time: 0.1024505869, other_time: 2.1466674805
epoch time: 6.7498292923s, input_fired_time: 0.1114988774, output_fired_time: 0.0000000000, propagate_forward_time: 6.2868595123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514709473
validation[          , genome  6654] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       846.45447, best error:       819.37817 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 79.7094039917s, input_fired_time: 0.9136659503, output_fired_time: 0.5781198740, propagate_forward_time: 31.6234245300, propagate_backward_time: 44.5390205383, weight_update_time: 0.0990318879, other_time: 2.0551757812
epoch time: 6.8126029968s, input_fired_time: 0.1039408892, output_fired_time: 0.0000000000, propagate_forward_time: 6.3394393921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692226410
validation[          , genome  6654] predictions:    9746/  10000 (97.46%), best:    9769/10000 (97.69%), error:       844.91229, best error:       819.37817 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 78.6272430420s, input_fired_time: 0.9292616248, output_fired_time: 0.5706149936, propagate_forward_time: 31.3646163940, propagate_backward_time: 43.6986312866, weight_update_time: 0.0991113186, other_time: 2.0641174316
epoch time: 6.7251110077s, input_fired_time: 0.0972312763, output_fired_time: 0.0000000000, propagate_forward_time: 6.2747740746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531055450
validation[          , genome  6654] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       800.65662, best error:       800.65662 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 78.4180297852s, input_fired_time: 0.9071149230, output_fired_time: 0.5683221221, propagate_forward_time: 31.1791648865, propagate_backward_time: 43.7187385559, weight_update_time: 0.1042553708, other_time: 2.0446929932
epoch time: 6.7908072472s, input_fired_time: 0.0937043950, output_fired_time: 0.0000000000, propagate_forward_time: 6.3545236588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425793648
validation[          , genome  6654] predictions:    9729/  10000 (97.29%), best:    9767/10000 (97.67%), error:       896.43683, best error:       800.65662 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 77.8937759399s, input_fired_time: 0.9036746621, output_fired_time: 0.5584249496, propagate_forward_time: 31.0069828033, propagate_backward_time: 43.4103584290, weight_update_time: 0.0986090675, other_time: 2.0143394470
epoch time: 6.5791440010s, input_fired_time: 0.0928934962, output_fired_time: 0.0000000000, propagate_forward_time: 6.1463384628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399119377
validation[          , genome  6654] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       861.80212, best error:       800.65662 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 78.3924026489s, input_fired_time: 0.9253181815, output_fired_time: 0.5648242831, propagate_forward_time: 31.2377433777, propagate_backward_time: 43.6075210571, weight_update_time: 0.1003977805, other_time: 2.0569953918
epoch time: 6.7097969055s, input_fired_time: 0.0929886699, output_fired_time: 0.0000000000, propagate_forward_time: 6.2712435722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455648422
validation[          , genome  6654] predictions:    9742/  10000 (97.42%), best:    9767/10000 (97.67%), error:       876.27173, best error:       800.65662 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 77.8333206177s, input_fired_time: 0.9123585224, output_fired_time: 0.5641077757, propagate_forward_time: 31.0084819794, propagate_backward_time: 43.3322868347, weight_update_time: 0.0976283923, other_time: 2.0160789490
epoch time: 6.6209211349s, input_fired_time: 0.0912418589, output_fired_time: 0.0000000000, propagate_forward_time: 6.1902651787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394141197
validation[          , genome  6654] predictions:    9719/  10000 (97.19%), best:    9767/10000 (97.67%), error:       918.56183, best error:       800.65662 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.6397552490s, input_fired_time: 0.9031230807, output_fired_time: 0.5937359929, propagate_forward_time: 31.3863945007, propagate_backward_time: 43.7480735779, weight_update_time: 0.0973797664, other_time: 2.0084304810
epoch time: 6.7677011490s, input_fired_time: 0.1028660014, output_fired_time: 0.0000000000, propagate_forward_time: 6.3023977280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624372482
validation[          , genome  6654] predictions:    9716/  10000 (97.16%), best:    9767/10000 (97.67%), error:       981.96045, best error:       800.65662 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 78.0283660889s, input_fired_time: 0.9196282029, output_fired_time: 0.5682971478, propagate_forward_time: 31.0895919800, propagate_backward_time: 43.4186325073, weight_update_time: 0.0987912044, other_time: 2.0322113037
epoch time: 6.6154956818s, input_fired_time: 0.0961489081, output_fired_time: 0.0000000000, propagate_forward_time: 6.1742358208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451108932
validation[          , genome  6654] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       862.50391, best error:       800.65662 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 78.4967880249s, input_fired_time: 0.9218549728, output_fired_time: 0.5706237555, propagate_forward_time: 31.1665363312, propagate_backward_time: 43.8016662598, weight_update_time: 0.0989482179, other_time: 2.0361099243
epoch time: 6.8313646317s, input_fired_time: 0.0969517082, output_fired_time: 0.0000000000, propagate_forward_time: 6.3802871704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541259766
validation[          , genome  6654] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       874.41125, best error:       800.65662 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 78.3538818359s, input_fired_time: 0.9171536565, output_fired_time: 0.5604342818, propagate_forward_time: 31.2479286194, propagate_backward_time: 43.5973892212, weight_update_time: 0.0978692919, other_time: 2.0309791565
epoch time: 6.6596822739s, input_fired_time: 0.0945194885, output_fired_time: 0.0000000000, propagate_forward_time: 6.2168455124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483171463
validation[          , genome  6654] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       858.05695, best error:       800.65662 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 79.5549392700s, input_fired_time: 0.9341889620, output_fired_time: 0.5786523223, propagate_forward_time: 31.7252235413, propagate_backward_time: 44.2501831055, weight_update_time: 0.0993451849, other_time: 2.0666923523
epoch time: 6.7435564995s, input_fired_time: 0.0995739698, output_fired_time: 0.0000000000, propagate_forward_time: 6.2873940468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565883636
validation[          , genome  6654] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       842.62433, best error:       800.65662 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 79.2109527588s, input_fired_time: 0.9500927329, output_fired_time: 0.5702745914, propagate_forward_time: 31.5204505920, propagate_backward_time: 44.0825576782, weight_update_time: 0.1008465663, other_time: 2.0875740051
epoch time: 6.9879846573s, input_fired_time: 0.1009716466, output_fired_time: 0.0000000000, propagate_forward_time: 6.5303826332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566303253
validation[          , genome  6654] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       861.88855, best error:       800.65662 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 78.3580932617s, input_fired_time: 0.9373415709, output_fired_time: 0.5602746606, propagate_forward_time: 31.1978321075, propagate_backward_time: 43.6168785095, weight_update_time: 0.0991877913, other_time: 2.0457725525
epoch time: 6.6710667610s, input_fired_time: 0.0973025039, output_fired_time: 0.0000000000, propagate_forward_time: 6.2253332138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484311104
validation[          , genome  6654] predictions:    9741/  10000 (97.41%), best:    9767/10000 (97.67%), error:       882.75226, best error:       800.65662 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 78.8572540283s, input_fired_time: 0.9386184216, output_fired_time: 0.5674870014, propagate_forward_time: 31.3779907227, propagate_backward_time: 43.8592109680, weight_update_time: 0.1018927395, other_time: 2.1139411926
epoch time: 6.6648321152s, input_fired_time: 0.0985590816, output_fired_time: 0.0000000000, propagate_forward_time: 6.2125487328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537244797
validation[          , genome  6654] predictions:    9670/  10000 (96.70%), best:    9767/10000 (97.67%), error:      1038.83936, best error:       800.65662 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 79.4075622559s, input_fired_time: 0.9376295805, output_fired_time: 0.5850837827, propagate_forward_time: 31.4373130798, propagate_backward_time: 44.3439140320, weight_update_time: 0.0988901705, other_time: 2.1036224365
epoch time: 6.7223758698s, input_fired_time: 0.0963204503, output_fired_time: 0.0000000000, propagate_forward_time: 6.2753567696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506984711
validation[          , genome  6654] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       791.45398, best error:       791.45398 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 78.8445892334s, input_fired_time: 0.9158083797, output_fired_time: 0.6003125906, propagate_forward_time: 31.3977775574, propagate_backward_time: 43.8688011169, weight_update_time: 0.0979101136, other_time: 2.0618896484
epoch time: 6.8105192184s, input_fired_time: 0.0996314660, output_fired_time: 0.0000000000, propagate_forward_time: 6.3504271507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604607582
validation[          , genome  6654] predictions:    9696/  10000 (96.96%), best:    9754/10000 (97.54%), error:      1030.96753, best error:       791.45398 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 78.3998794556s, input_fired_time: 0.9146857262, output_fired_time: 0.5766493678, propagate_forward_time: 31.1081504822, propagate_backward_time: 43.7055244446, weight_update_time: 0.0985684767, other_time: 2.0948638916
epoch time: 6.6388335228s, input_fired_time: 0.0960265547, output_fired_time: 0.0000000000, propagate_forward_time: 6.1976456642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451614380
validation[          , genome  6654] predictions:    9705/  10000 (97.05%), best:    9754/10000 (97.54%), error:       933.84119, best error:       791.45398 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.7086029053s, input_fired_time: 0.9225072265, output_fired_time: 0.5674027801, propagate_forward_time: 31.3060684204, propagate_backward_time: 43.8431892395, weight_update_time: 0.1088544056, other_time: 2.0694313049
epoch time: 6.8853950500s, input_fired_time: 0.1044306457, output_fired_time: 0.0000000000, propagate_forward_time: 6.4162979126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646664619
validation[          , genome  6654] predictions:    9749/  10000 (97.49%), best:    9754/10000 (97.54%), error:       848.91705, best error:       791.45398 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 79.3530883789s, input_fired_time: 0.9699726701, output_fired_time: 0.5639618039, propagate_forward_time: 31.6218910217, propagate_backward_time: 44.1053733826, weight_update_time: 0.0993412733, other_time: 2.0918884277
epoch time: 6.7062425613s, input_fired_time: 0.0985190272, output_fired_time: 0.0000000000, propagate_forward_time: 6.2586159706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491077423
validation[          , genome  6654] predictions:    9729/  10000 (97.29%), best:    9754/10000 (97.54%), error:       869.15808, best error:       791.45398 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 80.8057556152s, input_fired_time: 0.9555547237, output_fired_time: 0.5796490908, propagate_forward_time: 32.0757904053, propagate_backward_time: 45.0517158508, weight_update_time: 0.1023748964, other_time: 2.1430473328
epoch time: 6.7011647224s, input_fired_time: 0.0988776535, output_fired_time: 0.0000000000, propagate_forward_time: 6.2505688667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517184258
validation[          , genome  6654] predictions:    9780/  10000 (97.80%), best:    9754/10000 (97.54%), error:       807.56317, best error:       791.45398 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 78.1167678833s, input_fired_time: 0.9047926664, output_fired_time: 0.5620526671, propagate_forward_time: 31.1103210449, propagate_backward_time: 43.5123901367, weight_update_time: 0.0971968397, other_time: 2.0272140503
epoch time: 6.5379071236s, input_fired_time: 0.0933247283, output_fired_time: 0.0000000000, propagate_forward_time: 6.1045737267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400087357
validation[          , genome  6654] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       776.97205, best error:       776.97205 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 78.7963333130s, input_fired_time: 0.9108196497, output_fired_time: 0.5753547549, propagate_forward_time: 31.3144359589, propagate_backward_time: 43.9452667236, weight_update_time: 0.0985077024, other_time: 2.0504531860
epoch time: 6.6069531441s, input_fired_time: 0.0926461071, output_fired_time: 0.0000000000, propagate_forward_time: 6.1770043373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373026848
validation[          , genome  6654] predictions:    9724/  10000 (97.24%), best:    9768/10000 (97.68%), error:       876.50134, best error:       776.97205 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 77.8727416992s, input_fired_time: 0.8992093801, output_fired_time: 0.5555665493, propagate_forward_time: 31.0910415649, propagate_backward_time: 43.3282623291, weight_update_time: 0.0982470363, other_time: 1.9986648560
epoch time: 6.7028412819s, input_fired_time: 0.1024900302, output_fired_time: 0.0000000000, propagate_forward_time: 6.2397150993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606362343
validation[          , genome  6654] predictions:    9732/  10000 (97.32%), best:    9768/10000 (97.68%), error:       884.98608, best error:       776.97205 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 77.5362777710s, input_fired_time: 0.9166835546, output_fired_time: 0.5594018102, propagate_forward_time: 30.8803348541, propagate_backward_time: 43.1493034363, weight_update_time: 0.1000176892, other_time: 2.0305519104
epoch time: 6.5780072212s, input_fired_time: 0.0950044617, output_fired_time: 0.0000000000, propagate_forward_time: 6.1410150528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3419876099
validation[          , genome  6654] predictions:    9760/  10000 (97.60%), best:    9768/10000 (97.68%), error:       844.15277, best error:       776.97205 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 78.1755981445s, input_fired_time: 0.9126106501, output_fired_time: 0.5667874813, propagate_forward_time: 31.0675392151, propagate_backward_time: 43.6065216064, weight_update_time: 0.0989948139, other_time: 2.0221366882
epoch time: 6.5702824593s, input_fired_time: 0.0933766514, output_fired_time: 0.0000000000, propagate_forward_time: 6.1395659447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373398781
validation[          , genome  6654] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       863.35736, best error:       776.97205 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 78.6166687012s, input_fired_time: 0.9236238003, output_fired_time: 0.5642305017, propagate_forward_time: 31.2683429718, propagate_backward_time: 43.8118476868, weight_update_time: 0.0997312218, other_time: 2.0486259460
epoch time: 7.1005640030s, input_fired_time: 0.1092558354, output_fired_time: 0.0000000000, propagate_forward_time: 6.6093840599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819241524
validation[          , genome  6654] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       829.06866, best error:       776.97205 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 79.0392837524s, input_fired_time: 0.9346193671, output_fired_time: 0.5663581491, propagate_forward_time: 31.4081554413, propagate_backward_time: 44.0680313110, weight_update_time: 0.0995275676, other_time: 2.0621185303
epoch time: 6.7402272224s, input_fired_time: 0.1048673987, output_fired_time: 0.0000000000, propagate_forward_time: 6.2737722397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615875244
validation[          , genome  6654] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       802.79889, best error:       776.97205 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 79.2291183472s, input_fired_time: 0.9240822792, output_fired_time: 0.5840008855, propagate_forward_time: 31.4842662811, propagate_backward_time: 44.1881065369, weight_update_time: 0.0994912460, other_time: 2.0486640930
epoch time: 6.8950972557s, input_fired_time: 0.1020268053, output_fired_time: 0.0000000000, propagate_forward_time: 6.4277982712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652720451
validation[          , genome  6654] predictions:    9682/  10000 (96.82%), best:    9768/10000 (97.68%), error:       989.41809, best error:       776.97205 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 78.9183654785s, input_fired_time: 0.9356533885, output_fired_time: 0.5903056860, propagate_forward_time: 31.3785209656, propagate_backward_time: 43.9033279419, weight_update_time: 0.1001304463, other_time: 2.1105537415
epoch time: 6.5507469177s, input_fired_time: 0.0970746875, output_fired_time: 0.0000000000, propagate_forward_time: 6.1098623276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3438100815
validation[          , genome  6654] predictions:    9773/  10000 (97.73%), best:    9768/10000 (97.68%), error:       781.07831, best error:       776.97205 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 78.5846328735s, input_fired_time: 0.9299627542, output_fired_time: 0.5724583268, propagate_forward_time: 31.2176685333, propagate_backward_time: 43.7934494019, weight_update_time: 0.1002292484, other_time: 2.0710983276
epoch time: 6.6883268356s, input_fired_time: 0.1023848355, output_fired_time: 0.0000000000, propagate_forward_time: 6.2309794426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549623489
validation[          , genome  6654] predictions:    9709/  10000 (97.09%), best:    9768/10000 (97.68%), error:       931.59686, best error:       776.97205 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 79.5988311768s, input_fired_time: 0.9478804469, output_fired_time: 0.5774639249, propagate_forward_time: 31.5339946747, propagate_backward_time: 44.4498596191, weight_update_time: 0.1003924310, other_time: 2.0896301270
epoch time: 6.7533683777s, input_fired_time: 0.1045621336, output_fired_time: 0.0000000000, propagate_forward_time: 6.2926616669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3561444283
validation[          , genome  6654] predictions:    9686/  10000 (96.86%), best:    9768/10000 (97.68%), error:      1061.73535, best error:       776.97205 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.5346374512s, input_fired_time: 0.9240393639, output_fired_time: 0.5568904281, propagate_forward_time: 31.2935905457, propagate_backward_time: 43.7041168213, weight_update_time: 0.0990717635, other_time: 2.0559959412
epoch time: 6.5996084213s, input_fired_time: 0.0963867977, output_fired_time: 0.0000000000, propagate_forward_time: 6.1505074501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527140617
validation[          , genome  6654] predictions:    9750/  10000 (97.50%), best:    9768/10000 (97.68%), error:       787.35352, best error:       776.97205 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 77.9965438843s, input_fired_time: 0.8990964890, output_fired_time: 0.5608679056, propagate_forward_time: 31.0678768158, propagate_backward_time: 43.4625663757, weight_update_time: 0.0993121490, other_time: 2.0061378479
epoch time: 6.7283616066s, input_fired_time: 0.1033072174, output_fired_time: 0.0000000000, propagate_forward_time: 6.2582001686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668541908
validation[          , genome  6654] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       915.50830, best error:       776.97205 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 78.2671279907s, input_fired_time: 0.9010930061, output_fired_time: 0.5562382936, propagate_forward_time: 31.1706333160, propagate_backward_time: 43.5934867859, weight_update_time: 0.0974087492, other_time: 2.0456809998
epoch time: 6.6544589996s, input_fired_time: 0.0959377363, output_fired_time: 0.0000000000, propagate_forward_time: 6.2147674561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437538147
validation[          , genome  6654] predictions:    9724/  10000 (97.24%), best:    9768/10000 (97.68%), error:       914.78857, best error:       776.97205 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.0938568115s, input_fired_time: 0.9155272245, output_fired_time: 0.5585717559, propagate_forward_time: 31.0473175049, propagate_backward_time: 43.5329971313, weight_update_time: 0.1000312194, other_time: 2.0394439697
epoch time: 6.7175140381s, input_fired_time: 0.0982715115, output_fired_time: 0.0000000000, propagate_forward_time: 6.2651848793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540577888
validation[          , genome  6654] predictions:    9758/  10000 (97.58%), best:    9768/10000 (97.68%), error:       796.36188, best error:       776.97205 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 77.7369918823s, input_fired_time: 0.9185101390, output_fired_time: 0.5816088319, propagate_forward_time: 30.9790267944, propagate_backward_time: 43.2921752930, weight_update_time: 0.0958065018, other_time: 1.9656677246
epoch time: 6.8115148544s, input_fired_time: 0.0977741405, output_fired_time: 0.0000000000, propagate_forward_time: 6.3545794487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591613770
validation[          , genome  6654] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       758.59399, best error:       758.59399 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 79.6091766357s, input_fired_time: 0.9460038543, output_fired_time: 0.5690049529, propagate_forward_time: 31.6822376251, propagate_backward_time: 44.3031158447, weight_update_time: 0.1089643165, other_time: 2.1088104248
epoch time: 6.7519078255s, input_fired_time: 0.0988504961, output_fired_time: 0.0000000000, propagate_forward_time: 6.2953357697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577213287
validation[          , genome  6654] predictions:    9725/  10000 (97.25%), best:    9778/10000 (97.78%), error:       961.75006, best error:       758.59399 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 79.1533966064s, input_fired_time: 0.9285781384, output_fired_time: 0.5748559833, propagate_forward_time: 31.5861606598, propagate_backward_time: 44.0026779175, weight_update_time: 0.0999207497, other_time: 2.0611190796
epoch time: 6.7440338135s, input_fired_time: 0.0955799073, output_fired_time: 0.0000000000, propagate_forward_time: 6.3080921173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403615952
validation[          , genome  6654] predictions:    9714/  10000 (97.14%), best:    9778/10000 (97.78%), error:       930.23615, best error:       758.59399 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 79.2419738770s, input_fired_time: 0.9324709773, output_fired_time: 0.5758504868, propagate_forward_time: 31.4750747681, propagate_backward_time: 44.1544075012, weight_update_time: 0.0999440253, other_time: 2.1041679382
epoch time: 6.7707147598s, input_fired_time: 0.1020712107, output_fired_time: 0.0000000000, propagate_forward_time: 6.3113327026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573107719
validation[          , genome  6654] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       754.49915, best error:       754.49915 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 79.0576019287s, input_fired_time: 0.9327756763, output_fired_time: 0.5644631982, propagate_forward_time: 31.4627933502, propagate_backward_time: 44.0632820129, weight_update_time: 0.0990428180, other_time: 2.0342903137
epoch time: 6.5874671936s, input_fired_time: 0.0956890509, output_fired_time: 0.0000000000, propagate_forward_time: 6.1506090164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411693573
validation[          , genome  6654] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       756.95441, best error:       754.49915 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 78.3998565674s, input_fired_time: 0.9169679284, output_fired_time: 0.5590873957, propagate_forward_time: 31.2377376556, propagate_backward_time: 43.6552658081, weight_update_time: 0.0975513607, other_time: 2.0307922363
epoch time: 6.6402497292s, input_fired_time: 0.0951574594, output_fired_time: 0.0000000000, propagate_forward_time: 6.1987748146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463172913
validation[          , genome  6654] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       744.81543, best error:       744.81543 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.4872970581s, input_fired_time: 0.9214429259, output_fired_time: 0.5728591681, propagate_forward_time: 31.2380771637, propagate_backward_time: 43.7108230591, weight_update_time: 0.0981145725, other_time: 2.0440979004
epoch time: 6.8134174347s, input_fired_time: 0.1059711352, output_fired_time: 0.0000000000, propagate_forward_time: 6.3400158882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674302101
validation[          , genome  6654] predictions:    9711/  10000 (97.11%), best:    9780/10000 (97.80%), error:       944.06329, best error:       744.81543 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 79.5457839966s, input_fired_time: 0.9589416981, output_fired_time: 0.5719045997, propagate_forward_time: 31.7226657867, propagate_backward_time: 44.1662750244, weight_update_time: 0.1010933667, other_time: 2.1259994507
epoch time: 6.6242489815s, input_fired_time: 0.0967334360, output_fired_time: 0.0000000000, propagate_forward_time: 6.1874413490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400740623
validation[          , genome  6654] predictions:    9761/  10000 (97.61%), best:    9780/10000 (97.80%), error:       802.83136, best error:       744.81543 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 79.2474594116s, input_fired_time: 0.9511884451, output_fired_time: 0.5635381937, propagate_forward_time: 31.4797172546, propagate_backward_time: 44.1783828735, weight_update_time: 0.1000892073, other_time: 2.0746345520
epoch time: 6.7876143456s, input_fired_time: 0.1081650332, output_fired_time: 0.0000000000, propagate_forward_time: 6.3284416199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510074615
validation[          , genome  6654] predictions:    9715/  10000 (97.15%), best:    9780/10000 (97.80%), error:       899.66071, best error:       744.81543 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 79.1682968140s, input_fired_time: 0.9405559897, output_fired_time: 0.5790155530, propagate_forward_time: 31.4701347351, propagate_backward_time: 44.1303024292, weight_update_time: 0.0999870524, other_time: 2.0482826233
epoch time: 6.7527675629s, input_fired_time: 0.1041412279, output_fired_time: 0.0000000000, propagate_forward_time: 6.2787718773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698544502
validation[          , genome  6654] predictions:    9751/  10000 (97.51%), best:    9780/10000 (97.80%), error:       812.50647, best error:       744.81543 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 78.5116729736s, input_fired_time: 0.9163867831, output_fired_time: 0.5701385140, propagate_forward_time: 31.1961650848, propagate_backward_time: 43.7600097656, weight_update_time: 0.0980104581, other_time: 2.0689697266
epoch time: 7.0596814156s, input_fired_time: 0.1091359034, output_fired_time: 0.0000000000, propagate_forward_time: 6.5770106316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735346794
validation[          , genome  6654] predictions:    9657/  10000 (96.57%), best:    9780/10000 (97.80%), error:      1144.24072, best error:       744.81543 on epoch:    95, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 34.7375602722s, input_fired_time: 0.5229129195, output_fired_time: 0.0000000000, propagate_forward_time: 32.3465232849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8681259155
best training[          , genome  6654] predictions:   49641/  50000 (99.28%), best:    9780/10000 (97.80%), error:      1522.24524, best error:       744.81543 on epoch:    95, 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: 6.9517874718s, input_fired_time: 0.1077343151, output_fired_time: 0.0000000000, propagate_forward_time: 6.4603681564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836851120
   testing[          , genome  6654] predictions:    9794/  10000 (97.94%), best:    9780/10000 (97.80%), error:       723.77264, best error:       744.81543 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:24:36 (31867): called boinc_finish(0)

</stderr_txt>
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