Nameexact_genome_1512568488_41_6846_1
Workunit2605518
Created7 Dec 2017, 22:22:10 UTC
Sent7 Dec 2017, 22:25:35 UTC
Report deadline14 Dec 2017, 12:23:07 UTC
Received8 Dec 2017, 8:42:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time2 hours 24 min 1 sec
CPU time2 hours 20 min 22 sec
Validate stateValid
Credit1,645.41
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size122.72 MB
Peak swap size2,592.43 MB
Peak disk usage1.08 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 80.1775588989s, input_fired_time: 0.6161254048, output_fired_time: 0.4337366819, propagate_forward_time: 23.7452354431, propagate_backward_time: 53.5811996460, weight_update_time: 0.0990639403, other_time: 1.8012580872
epoch time: 5.1408729553s, input_fired_time: 0.0797309503, output_fired_time: 0.0000000000, propagate_forward_time: 4.7294750214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316669464
validation[          , genome  6846] predictions:    9568/  10000 (95.68%), best:    9621/10000 (96.21%), error:      1412.30908, best error:      1222.45190 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 79.9476089478s, input_fired_time: 0.6134474874, output_fired_time: 0.4380018413, propagate_forward_time: 23.8031425476, propagate_backward_time: 53.3062019348, weight_update_time: 0.0957407951, other_time: 1.7868118286
epoch time: 5.1475086212s, input_fired_time: 0.0805639848, output_fired_time: 0.0000000000, propagate_forward_time: 4.7405734062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263711929
validation[          , genome  6846] predictions:    9625/  10000 (96.25%), best:    9621/10000 (96.21%), error:      1275.96179, best error:      1222.45190 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 79.9504852295s, input_fired_time: 0.6112630963, output_fired_time: 0.4352187812, propagate_forward_time: 23.7445850372, propagate_backward_time: 53.3462562561, weight_update_time: 0.0980292633, other_time: 1.8131675720
epoch time: 5.1414618492s, input_fired_time: 0.0812400132, output_fired_time: 0.0000000000, propagate_forward_time: 4.7343220711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258996010
validation[          , genome  6846] predictions:    9565/  10000 (95.65%), best:    9621/10000 (96.21%), error:      1428.63501, best error:      1222.45190 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 80.0185470581s, input_fired_time: 0.6124658585, output_fired_time: 0.4292846322, propagate_forward_time: 23.7664184570, propagate_backward_time: 53.4186744690, weight_update_time: 0.0972832814, other_time: 1.7917060852
epoch time: 5.1409001350s, input_fired_time: 0.0806620046, output_fired_time: 0.0000000000, propagate_forward_time: 4.7307014465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295369148
validation[          , genome  6846] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1167.44287, best error:      1167.44287 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 79.9262008667s, input_fired_time: 0.6290227175, output_fired_time: 0.4376607835, propagate_forward_time: 23.7328853607, propagate_backward_time: 53.3275451660, weight_update_time: 0.0956542566, other_time: 1.7990875244
epoch time: 5.1797342300s, input_fired_time: 0.0796640664, output_fired_time: 0.0000000000, propagate_forward_time: 4.7709221840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291478157
validation[          , genome  6846] predictions:    9657/  10000 (96.57%), best:    9657/10000 (96.57%), error:      1120.84814, best error:      1120.84814 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 79.7968139648s, input_fired_time: 0.6145572662, output_fired_time: 0.4302211404, propagate_forward_time: 23.7113552094, propagate_backward_time: 53.2568397522, weight_update_time: 0.0963644385, other_time: 1.7838401794
epoch time: 5.1721653938s, input_fired_time: 0.0809558406, output_fired_time: 0.0000000000, propagate_forward_time: 4.7632231712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279862404
validation[          , genome  6846] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1114.69128, best error:      1114.69128 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 79.9067535400s, input_fired_time: 0.6325283647, output_fired_time: 0.4267264307, propagate_forward_time: 23.7187004089, propagate_backward_time: 53.3188514709, weight_update_time: 0.0961724371, other_time: 1.8099441528
epoch time: 5.1741743088s, input_fired_time: 0.0846462920, output_fired_time: 0.0000000000, propagate_forward_time: 4.7497997284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397283554
validation[          , genome  6846] predictions:    9654/  10000 (96.54%), best:    9671/10000 (96.71%), error:      1146.58569, best error:      1114.69128 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 79.7911071777s, input_fired_time: 0.6085206270, output_fired_time: 0.4332166314, propagate_forward_time: 23.6735038757, propagate_backward_time: 53.2852935791, weight_update_time: 0.0951358080, other_time: 1.7905693054
epoch time: 5.1648807526s, input_fired_time: 0.0801569894, output_fired_time: 0.0000000000, propagate_forward_time: 4.7602834702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244404793
validation[          , genome  6846] predictions:    9606/  10000 (96.06%), best:    9671/10000 (96.71%), error:      1250.19604, best error:      1114.69128 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 80.1215362549s, input_fired_time: 0.6186203957, output_fired_time: 0.4273286760, propagate_forward_time: 23.7855491638, propagate_backward_time: 53.4912910461, weight_update_time: 0.0969090760, other_time: 1.7987442017
epoch time: 5.1589851379s, input_fired_time: 0.0806264430, output_fired_time: 0.0000000000, propagate_forward_time: 4.7492222786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291363716
validation[          , genome  6846] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1058.08875, best error:      1058.08875 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 79.8999557495s, input_fired_time: 0.6194850206, output_fired_time: 0.4297567010, propagate_forward_time: 23.7403450012, propagate_backward_time: 53.3123321533, weight_update_time: 0.0986182317, other_time: 1.7980384827
epoch time: 5.1640944481s, input_fired_time: 0.0825536400, output_fired_time: 0.0000000000, propagate_forward_time: 4.7584996223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230409622
validation[          , genome  6846] predictions:    9664/  10000 (96.64%), best:    9683/10000 (96.83%), error:      1120.32812, best error:      1058.08875 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 79.7469482422s, input_fired_time: 0.6157919168, output_fired_time: 0.4288162887, propagate_forward_time: 23.6720275879, propagate_backward_time: 53.2381019592, weight_update_time: 0.1051070914, other_time: 1.7922096252
epoch time: 5.1148862839s, input_fired_time: 0.0810909048, output_fired_time: 0.0000000000, propagate_forward_time: 4.7080740929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257212639
validation[          , genome  6846] predictions:    9676/  10000 (96.76%), best:    9683/10000 (96.83%), error:      1065.96143, best error:      1058.08875 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 79.9029159546s, input_fired_time: 0.6350002885, output_fired_time: 0.4295438230, propagate_forward_time: 23.7239933014, propagate_backward_time: 53.3217468262, weight_update_time: 0.0957617462, other_time: 1.7926330566
epoch time: 5.2668371201s, input_fired_time: 0.0833527520, output_fired_time: 0.0000000000, propagate_forward_time: 4.8524756432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310089111
validation[          , genome  6846] predictions:    9660/  10000 (96.60%), best:    9683/10000 (96.83%), error:      1117.03577, best error:      1058.08875 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 80.0276870728s, input_fired_time: 0.6410687566, output_fired_time: 0.4296728373, propagate_forward_time: 23.7869377136, propagate_backward_time: 53.3839492798, weight_update_time: 0.0992215797, other_time: 1.7860603333
epoch time: 5.1853494644s, input_fired_time: 0.0813005567, output_fired_time: 0.0000000000, propagate_forward_time: 4.7719106674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321380615
validation[          , genome  6846] predictions:    9631/  10000 (96.31%), best:    9683/10000 (96.83%), error:      1152.13708, best error:      1058.08875 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 80.1537399292s, input_fired_time: 0.6266670823, output_fired_time: 0.4309283793, propagate_forward_time: 23.7950839996, propagate_backward_time: 53.4929771423, weight_update_time: 0.0970417634, other_time: 1.8080787659
epoch time: 5.1557202339s, input_fired_time: 0.0838247836, output_fired_time: 0.0000000000, propagate_forward_time: 4.7449245453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269710541
validation[          , genome  6846] predictions:    9621/  10000 (96.21%), best:    9683/10000 (96.83%), error:      1252.07593, best error:      1058.08875 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 80.1894149780s, input_fired_time: 0.6227342486, output_fired_time: 0.4421732128, propagate_forward_time: 23.7895832062, propagate_backward_time: 53.5450935364, weight_update_time: 0.0989364162, other_time: 1.7898292542
epoch time: 5.1392350197s, input_fired_time: 0.0808982551, output_fired_time: 0.0000000000, propagate_forward_time: 4.7312340736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271026611
validation[          , genome  6846] predictions:    9666/  10000 (96.66%), best:    9683/10000 (96.83%), error:      1060.85388, best error:      1058.08875 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 80.2091674805s, input_fired_time: 0.6298872828, output_fired_time: 0.4353829324, propagate_forward_time: 23.7721252441, propagate_backward_time: 53.5833816528, weight_update_time: 0.0966123417, other_time: 1.7883834839
epoch time: 5.1942987442s, input_fired_time: 0.0842744932, output_fired_time: 0.0000000000, propagate_forward_time: 4.7850313187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249931335
validation[          , genome  6846] predictions:    9650/  10000 (96.50%), best:    9683/10000 (96.83%), error:      1096.38171, best error:      1058.08875 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 79.8279266357s, input_fired_time: 0.6375153661, output_fired_time: 0.4292672873, propagate_forward_time: 23.6926155090, propagate_backward_time: 53.2809562683, weight_update_time: 0.0962776914, other_time: 1.7875747681
epoch time: 5.1296095848s, input_fired_time: 0.0814392120, output_fired_time: 0.0000000000, propagate_forward_time: 4.7249512672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232192993
validation[          , genome  6846] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:       973.12433, best error:       973.12433 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 80.0430984497s, input_fired_time: 0.6287600994, output_fired_time: 0.4367250204, propagate_forward_time: 23.7050018311, propagate_backward_time: 53.4955024719, weight_update_time: 0.0959746912, other_time: 1.7771110535
epoch time: 5.1450977325s, input_fired_time: 0.0842267796, output_fired_time: 0.0000000000, propagate_forward_time: 4.7354145050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254566193
validation[          , genome  6846] predictions:    9647/  10000 (96.47%), best:    9704/10000 (97.04%), error:      1147.73926, best error:       973.12433 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 80.0425415039s, input_fired_time: 0.6386148930, output_fired_time: 0.4357582331, propagate_forward_time: 23.7270107269, propagate_backward_time: 53.4685707092, weight_update_time: 0.0957991108, other_time: 1.7725791931
epoch time: 5.1508731842s, input_fired_time: 0.0817342550, output_fired_time: 0.0000000000, propagate_forward_time: 4.7405166626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286223412
validation[          , genome  6846] predictions:    9627/  10000 (96.27%), best:    9704/10000 (97.04%), error:      1150.82751, best error:       973.12433 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 79.9809265137s, input_fired_time: 0.6231900454, output_fired_time: 0.4313010871, propagate_forward_time: 23.7779769897, propagate_backward_time: 53.3510742188, weight_update_time: 0.0974345133, other_time: 1.7973861694
epoch time: 5.1578321457s, input_fired_time: 0.0844971389, output_fired_time: 0.0000000000, propagate_forward_time: 4.7469620705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263731003
validation[          , genome  6846] predictions:    9639/  10000 (96.39%), best:    9704/10000 (97.04%), error:      1206.70654, best error:       973.12433 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 79.8201599121s, input_fired_time: 0.6217978001, output_fired_time: 0.4417946339, propagate_forward_time: 23.7100734711, propagate_backward_time: 53.2565155029, weight_update_time: 0.1006570682, other_time: 1.7899780273
epoch time: 5.1730799675s, input_fired_time: 0.0819794163, output_fired_time: 0.0000000000, propagate_forward_time: 4.7636961937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274044991
validation[          , genome  6846] predictions:    9685/  10000 (96.85%), best:    9704/10000 (97.04%), error:      1070.40430, best error:       973.12433 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 80.2328796387s, input_fired_time: 0.6204813123, output_fired_time: 0.4338403344, propagate_forward_time: 23.8240852356, propagate_backward_time: 53.5662460327, weight_update_time: 0.0975134745, other_time: 1.7882270813
epoch time: 5.1706457138s, input_fired_time: 0.0825846493, output_fired_time: 0.0000000000, propagate_forward_time: 4.7563071251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317537308
validation[          , genome  6846] predictions:    9656/  10000 (96.56%), best:    9704/10000 (97.04%), error:      1119.88123, best error:       973.12433 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 79.9321670532s, input_fired_time: 0.6219856739, output_fired_time: 0.4315806329, propagate_forward_time: 23.6885318756, propagate_backward_time: 53.3995246887, weight_update_time: 0.0976619497, other_time: 1.7905464172
epoch time: 5.1520118713s, input_fired_time: 0.0818978772, output_fired_time: 0.0000000000, propagate_forward_time: 4.7406187057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294954300
validation[          , genome  6846] predictions:    9628/  10000 (96.28%), best:    9704/10000 (97.04%), error:      1166.07141, best error:       973.12433 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 80.0145492554s, input_fired_time: 0.6369606853, output_fired_time: 0.4339445233, propagate_forward_time: 23.7360248566, propagate_backward_time: 53.4147872925, weight_update_time: 0.0966088995, other_time: 1.7928314209
epoch time: 5.1039676666s, input_fired_time: 0.0823163912, output_fired_time: 0.0000000000, propagate_forward_time: 4.7044229507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172283173
validation[          , genome  6846] predictions:    9658/  10000 (96.58%), best:    9704/10000 (97.04%), error:      1148.32153, best error:       973.12433 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 79.9468307495s, input_fired_time: 0.6196140051, output_fired_time: 0.4375456870, propagate_forward_time: 23.7744331360, propagate_backward_time: 53.3217163086, weight_update_time: 0.1026661769, other_time: 1.7935218811
epoch time: 5.1273374557s, input_fired_time: 0.0822288543, output_fired_time: 0.0000000000, propagate_forward_time: 4.7224469185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226618767
validation[          , genome  6846] predictions:    9633/  10000 (96.33%), best:    9704/10000 (97.04%), error:      1181.26526, best error:       973.12433 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 79.9615020752s, input_fired_time: 0.6192511916, output_fired_time: 0.4317771494, propagate_forward_time: 23.7274856567, propagate_backward_time: 53.3909530640, weight_update_time: 0.0971153602, other_time: 1.7920379639
epoch time: 5.1961851120s, input_fired_time: 0.0811525211, output_fired_time: 0.0000000000, propagate_forward_time: 4.7797961235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352365494
validation[          , genome  6846] predictions:    9662/  10000 (96.62%), best:    9704/10000 (97.04%), error:      1112.60889, best error:       973.12433 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 79.9566421509s, input_fired_time: 0.6270683408, output_fired_time: 0.4271780550, propagate_forward_time: 23.7361812592, propagate_backward_time: 53.3899497986, weight_update_time: 0.0979013816, other_time: 1.7762641907
epoch time: 5.1547656059s, input_fired_time: 0.0843016803, output_fired_time: 0.0000000000, propagate_forward_time: 4.7447614670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257026672
validation[          , genome  6846] predictions:    9580/  10000 (95.80%), best:    9704/10000 (97.04%), error:      1450.43677, best error:       973.12433 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 79.9583892822s, input_fired_time: 0.6291151047, output_fired_time: 0.4363028109, propagate_forward_time: 23.7451438904, propagate_backward_time: 53.3506546021, weight_update_time: 0.0962236747, other_time: 1.7971763611
epoch time: 5.1583490372s, input_fired_time: 0.0851577744, output_fired_time: 0.0000000000, propagate_forward_time: 4.7462353706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269557953
validation[          , genome  6846] predictions:    9685/  10000 (96.85%), best:    9704/10000 (97.04%), error:      1092.34412, best error:       973.12433 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 80.0780105591s, input_fired_time: 0.6337826848, output_fired_time: 0.4321490824, propagate_forward_time: 23.7721614838, propagate_backward_time: 53.4455795288, weight_update_time: 0.0993149951, other_time: 1.7943344116
epoch time: 5.1574325562s, input_fired_time: 0.0821837783, output_fired_time: 0.0000000000, propagate_forward_time: 4.7490763664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261723518
validation[          , genome  6846] predictions:    9690/  10000 (96.90%), best:    9704/10000 (97.04%), error:      1017.80377, best error:       973.12433 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.1952133179s, input_fired_time: 0.6210931540, output_fired_time: 0.4364728928, propagate_forward_time: 23.7837581635, propagate_backward_time: 53.5595741272, weight_update_time: 0.0993053392, other_time: 1.7943153381
epoch time: 5.1829304695s, input_fired_time: 0.0844561160, output_fired_time: 0.0000000000, propagate_forward_time: 4.7684383392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300361633
validation[          , genome  6846] predictions:    9654/  10000 (96.54%), best:    9704/10000 (97.04%), error:      1134.71655, best error:       973.12433 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 79.9716567993s, input_fired_time: 0.6397421956, output_fired_time: 0.4325059652, propagate_forward_time: 23.6547050476, propagate_backward_time: 53.4534416199, weight_update_time: 0.0993731767, other_time: 1.7912673950
epoch time: 5.1562647820s, input_fired_time: 0.0842329115, output_fired_time: 0.0000000000, propagate_forward_time: 4.7464098930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256220818
validation[          , genome  6846] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       953.06696, best error:       953.06696 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 79.7291030884s, input_fired_time: 0.6288520098, output_fired_time: 0.4393175840, propagate_forward_time: 23.6196918488, propagate_backward_time: 53.2546730042, weight_update_time: 0.0954725519, other_time: 1.7865715027
epoch time: 5.1849503517s, input_fired_time: 0.0831827968, output_fired_time: 0.0000000000, propagate_forward_time: 4.7763223648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254451752
validation[          , genome  6846] predictions:    9636/  10000 (96.36%), best:    9703/10000 (97.03%), error:      1181.92505, best error:       953.06696 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 80.1835021973s, input_fired_time: 0.6356302500, output_fired_time: 0.4302024543, propagate_forward_time: 23.7812938690, propagate_backward_time: 53.5275192261, weight_update_time: 0.0997928083, other_time: 1.8088607788
epoch time: 5.1512770653s, input_fired_time: 0.0845861211, output_fired_time: 0.0000000000, propagate_forward_time: 4.7430076599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236832619
validation[          , genome  6846] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       927.24792, best error:       927.24792 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 80.0071792603s, input_fired_time: 0.6264587641, output_fired_time: 0.4352453947, propagate_forward_time: 23.7418766022, propagate_backward_time: 53.4293479919, weight_update_time: 0.0963969603, other_time: 1.7742576599
epoch time: 5.1280755997s, input_fired_time: 0.0825248212, output_fired_time: 0.0000000000, propagate_forward_time: 4.7163724899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291783333
validation[          , genome  6846] predictions:    9681/  10000 (96.81%), best:    9712/10000 (97.12%), error:      1060.16162, best error:       927.24792 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 80.0834808350s, input_fired_time: 0.6344801188, output_fired_time: 0.4290799499, propagate_forward_time: 23.7702960968, propagate_backward_time: 53.4493217468, weight_update_time: 0.0963827148, other_time: 1.8003044128
epoch time: 5.1395010948s, input_fired_time: 0.0855707899, output_fired_time: 0.0000000000, propagate_forward_time: 4.7249388695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289914131
validation[          , genome  6846] predictions:    9697/  10000 (96.97%), best:    9712/10000 (97.12%), error:      1052.56812, best error:       927.24792 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.0566558838s, input_fired_time: 0.6262481213, output_fired_time: 0.4361503422, propagate_forward_time: 23.8031711578, propagate_backward_time: 53.3852767944, weight_update_time: 0.0990159512, other_time: 1.8058090210
epoch time: 5.1794323921s, input_fired_time: 0.0858422741, output_fired_time: 0.0000000000, propagate_forward_time: 4.7650136948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285765648
validation[          , genome  6846] predictions:    9667/  10000 (96.67%), best:    9712/10000 (97.12%), error:      1072.14075, best error:       927.24792 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 79.8913192749s, input_fired_time: 0.6319558620, output_fired_time: 0.4412245154, propagate_forward_time: 23.7055263519, propagate_backward_time: 53.3339576721, weight_update_time: 0.0960315540, other_time: 1.7786521912
epoch time: 5.1685147285s, input_fired_time: 0.0825680792, output_fired_time: 0.0000000000, propagate_forward_time: 4.7599868774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259596825
validation[          , genome  6846] predictions:    9698/  10000 (96.98%), best:    9712/10000 (97.12%), error:      1042.70618, best error:       927.24792 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 79.9621124268s, input_fired_time: 0.6367326975, output_fired_time: 0.4344970882, propagate_forward_time: 23.7185630798, propagate_backward_time: 53.3772125244, weight_update_time: 0.0972291380, other_time: 1.7951087952
epoch time: 5.1848640442s, input_fired_time: 0.0859655663, output_fired_time: 0.0000000000, propagate_forward_time: 4.7708578110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280405998
validation[          , genome  6846] predictions:    9656/  10000 (96.56%), best:    9712/10000 (97.12%), error:      1201.23193, best error:       927.24792 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 79.6970672607s, input_fired_time: 0.6285758615, output_fired_time: 0.4274767935, propagate_forward_time: 23.7136020660, propagate_backward_time: 53.1418380737, weight_update_time: 0.0973377526, other_time: 1.7855758667
epoch time: 5.1497731209s, input_fired_time: 0.0862463862, output_fired_time: 0.0000000000, propagate_forward_time: 4.7374086380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261179924
validation[          , genome  6846] predictions:    9730/  10000 (97.30%), best:    9712/10000 (97.12%), error:       931.74652, best error:       927.24792 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 80.2330703735s, input_fired_time: 0.6276237369, output_fired_time: 0.4350775778, propagate_forward_time: 23.7779388428, propagate_backward_time: 53.5988807678, weight_update_time: 0.0965123251, other_time: 1.7935523987
epoch time: 5.1185808182s, input_fired_time: 0.0834769011, output_fired_time: 0.0000000000, propagate_forward_time: 4.7052335739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298702240
validation[          , genome  6846] predictions:    9699/  10000 (96.99%), best:    9712/10000 (97.12%), error:       959.24390, best error:       927.24792 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 79.8942947388s, input_fired_time: 0.6267443895, output_fired_time: 0.4283773601, propagate_forward_time: 23.7417316437, propagate_backward_time: 53.3126373291, weight_update_time: 0.0967800990, other_time: 1.7848052979
epoch time: 5.0984072685s, input_fired_time: 0.0887278020, output_fired_time: 0.0000000000, propagate_forward_time: 4.6834011078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262782097
validation[          , genome  6846] predictions:    9677/  10000 (96.77%), best:    9712/10000 (97.12%), error:      1043.93335, best error:       927.24792 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 79.9252624512s, input_fired_time: 0.6399723291, output_fired_time: 0.4308723807, propagate_forward_time: 23.7706813812, propagate_backward_time: 53.2801246643, weight_update_time: 0.1042635813, other_time: 1.8036155701
epoch time: 5.1254549026s, input_fired_time: 0.0829262137, output_fired_time: 0.0000000000, propagate_forward_time: 4.7160410881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3264875412
validation[          , genome  6846] predictions:    9674/  10000 (96.74%), best:    9712/10000 (97.12%), error:      1021.61816, best error:       927.24792 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 80.4048919678s, input_fired_time: 0.6373441815, output_fired_time: 0.4277617931, propagate_forward_time: 23.7984619141, propagate_backward_time: 53.7555580139, weight_update_time: 0.0966239348, other_time: 1.7857627869
epoch time: 5.2367253304s, input_fired_time: 0.0890614390, output_fired_time: 0.0000000000, propagate_forward_time: 4.8092141151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384499550
validation[          , genome  6846] predictions:    9708/  10000 (97.08%), best:    9712/10000 (97.12%), error:      1007.56232, best error:       927.24792 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 79.9119873047s, input_fired_time: 0.6357244253, output_fired_time: 0.4419534206, propagate_forward_time: 23.7058467865, propagate_backward_time: 53.3329887390, weight_update_time: 0.0962724462, other_time: 1.7954673767
epoch time: 5.1303586960s, input_fired_time: 0.0855057910, output_fired_time: 0.0000000000, propagate_forward_time: 4.7206192017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242335320
validation[          , genome  6846] predictions:    9684/  10000 (96.84%), best:    9712/10000 (97.12%), error:      1032.84485, best error:       927.24792 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 79.9239273071s, input_fired_time: 0.6306813955, output_fired_time: 0.4303388000, propagate_forward_time: 23.7409038544, propagate_backward_time: 53.3251724243, weight_update_time: 0.0960038677, other_time: 1.7968292236
epoch time: 5.1949291229s, input_fired_time: 0.0871475711, output_fired_time: 0.0000000000, propagate_forward_time: 4.7769150734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308663368
validation[          , genome  6846] predictions:    9706/  10000 (97.06%), best:    9712/10000 (97.12%), error:       973.17126, best error:       927.24792 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 80.2782058716s, input_fired_time: 0.6450224519, output_fired_time: 0.4313735962, propagate_forward_time: 23.7879562378, propagate_backward_time: 53.6318435669, weight_update_time: 0.0957205594, other_time: 1.7820129395
epoch time: 5.1544389725s, input_fired_time: 0.0842111334, output_fired_time: 0.0000000000, propagate_forward_time: 4.7434911728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267364502
validation[          , genome  6846] predictions:    9698/  10000 (96.98%), best:    9712/10000 (97.12%), error:       956.74121, best error:       927.24792 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 79.7772979736s, input_fired_time: 0.6387947798, output_fired_time: 0.4301501215, propagate_forward_time: 23.6708717346, propagate_backward_time: 53.2450218201, weight_update_time: 0.0970711783, other_time: 1.7924575806
epoch time: 5.1851420403s, input_fired_time: 0.0837669596, output_fired_time: 0.0000000000, propagate_forward_time: 4.7726755142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286995888
validation[          , genome  6846] predictions:    9684/  10000 (96.84%), best:    9712/10000 (97.12%), error:      1060.12952, best error:       927.24792 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 79.8313446045s, input_fired_time: 0.6351000071, output_fired_time: 0.4362061620, propagate_forward_time: 23.6879386902, propagate_backward_time: 53.2790260315, weight_update_time: 0.0990134031, other_time: 1.7930755615
epoch time: 5.1664748192s, input_fired_time: 0.0839455575, output_fired_time: 0.0000000000, propagate_forward_time: 4.7572293282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252997398
validation[          , genome  6846] predictions:    9695/  10000 (96.95%), best:    9712/10000 (97.12%), error:       991.03027, best error:       927.24792 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 79.8030700684s, input_fired_time: 0.6327027082, output_fired_time: 0.4371753633, propagate_forward_time: 23.6766834259, propagate_backward_time: 53.2610855103, weight_update_time: 0.0972883701, other_time: 1.7954254150
epoch time: 5.1490826607s, input_fired_time: 0.0882276744, output_fired_time: 0.0000000000, propagate_forward_time: 4.7378144264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230404854
validation[          , genome  6846] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       950.69501, best error:       927.24792 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 79.8915481567s, input_fired_time: 0.6273875833, output_fired_time: 0.4321124554, propagate_forward_time: 23.7133102417, propagate_backward_time: 53.3337936401, weight_update_time: 0.0975214615, other_time: 1.7849426270
epoch time: 5.2827315331s, input_fired_time: 0.0938483626, output_fired_time: 0.0000000000, propagate_forward_time: 4.8564062119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324770927
validation[          , genome  6846] predictions:    9697/  10000 (96.97%), best:    9712/10000 (97.12%), error:       994.77875, best error:       927.24792 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 80.0545730591s, input_fired_time: 0.6411889791, output_fired_time: 0.4421728551, propagate_forward_time: 23.7703571320, propagate_backward_time: 53.4055480957, weight_update_time: 0.1003311500, other_time: 1.7953109741
epoch time: 5.1737465858s, input_fired_time: 0.0857130811, output_fired_time: 0.0000000000, propagate_forward_time: 4.7653079033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227257729
validation[          , genome  6846] predictions:    9688/  10000 (96.88%), best:    9712/10000 (97.12%), error:      1009.48340, best error:       927.24792 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 80.0479583740s, input_fired_time: 0.6355221272, output_fired_time: 0.4318176508, propagate_forward_time: 23.7682380676, propagate_backward_time: 53.4127235413, weight_update_time: 0.1018962562, other_time: 1.7996597290
epoch time: 5.1822762489s, input_fired_time: 0.0841647238, output_fired_time: 0.0000000000, propagate_forward_time: 4.7752327919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228788376
validation[          , genome  6846] predictions:    9722/  10000 (97.22%), best:    9712/10000 (97.12%), error:       931.11017, best error:       927.24792 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 80.0353698730s, input_fired_time: 0.6329411268, output_fired_time: 0.4296263754, propagate_forward_time: 23.7569789886, propagate_backward_time: 53.4188537598, weight_update_time: 0.0969268829, other_time: 1.7969665527
epoch time: 5.1228971481s, input_fired_time: 0.0861891583, output_fired_time: 0.0000000000, propagate_forward_time: 4.7093281746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273797035
validation[          , genome  6846] predictions:    9654/  10000 (96.54%), best:    9712/10000 (97.12%), error:      1081.49341, best error:       927.24792 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 80.3860244751s, input_fired_time: 0.6589384675, output_fired_time: 0.4354328811, propagate_forward_time: 23.8435459137, propagate_backward_time: 53.6617012024, weight_update_time: 0.0963251516, other_time: 1.7864112854
epoch time: 5.1799325943s, input_fired_time: 0.0853211731, output_fired_time: 0.0000000000, propagate_forward_time: 4.7689294815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256821632
validation[          , genome  6846] predictions:    9658/  10000 (96.58%), best:    9712/10000 (97.12%), error:      1124.43811, best error:       927.24792 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 79.7401733398s, input_fired_time: 0.6389383078, output_fired_time: 0.4273374677, propagate_forward_time: 23.6477909088, propagate_backward_time: 53.2384834290, weight_update_time: 0.0992610753, other_time: 1.7876243591
epoch time: 5.1809782982s, input_fired_time: 0.0876696482, output_fired_time: 0.0000000000, propagate_forward_time: 4.7629733086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303351402
validation[          , genome  6846] predictions:    9715/  10000 (97.15%), best:    9712/10000 (97.12%), error:       964.80151, best error:       927.24792 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 80.0277023315s, input_fired_time: 0.6330152750, output_fired_time: 0.4313311279, propagate_forward_time: 23.7470359802, propagate_backward_time: 53.4190864563, weight_update_time: 0.0958766490, other_time: 1.7972335815
epoch time: 5.1589369774s, input_fired_time: 0.0855458081, output_fired_time: 0.0000000000, propagate_forward_time: 4.7474107742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259801865
validation[          , genome  6846] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:      1008.43927, best error:       927.24792 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 80.2223663330s, input_fired_time: 0.6532931924, output_fired_time: 0.4343083501, propagate_forward_time: 23.7735118866, propagate_backward_time: 53.5532684326, weight_update_time: 0.0963816047, other_time: 1.8079833984
epoch time: 5.2413501740s, input_fired_time: 0.0939572677, output_fired_time: 0.0000000000, propagate_forward_time: 4.8151803017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322124481
validation[          , genome  6846] predictions:    9687/  10000 (96.87%), best:    9712/10000 (97.12%), error:       981.81818, best error:       927.24792 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 80.0416717529s, input_fired_time: 0.6381519437, output_fired_time: 0.4324704111, propagate_forward_time: 23.7339172363, propagate_backward_time: 53.4253387451, weight_update_time: 0.0992063284, other_time: 1.8117904663
epoch time: 5.1533789635s, input_fired_time: 0.0885977522, output_fired_time: 0.0000000000, propagate_forward_time: 4.7433638573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214173317
validation[          , genome  6846] predictions:    9686/  10000 (96.86%), best:    9712/10000 (97.12%), error:      1063.73462, best error:       927.24792 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 79.9206695557s, input_fired_time: 0.6427899003, output_fired_time: 0.4315693378, propagate_forward_time: 23.6990127563, propagate_backward_time: 53.3599777222, weight_update_time: 0.0986656174, other_time: 1.7873153687
epoch time: 5.1731696129s, input_fired_time: 0.0843607783, output_fired_time: 0.0000000000, propagate_forward_time: 4.7670106888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217983246
validation[          , genome  6846] predictions:    9707/  10000 (97.07%), best:    9712/10000 (97.12%), error:       982.94440, best error:       927.24792 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 79.9658203125s, input_fired_time: 0.6352187395, output_fired_time: 0.4408103526, propagate_forward_time: 23.7299709320, propagate_backward_time: 53.3785552979, weight_update_time: 0.0988515392, other_time: 1.7812652588
epoch time: 5.1472868919s, input_fired_time: 0.0909520909, output_fired_time: 0.0000000000, propagate_forward_time: 4.7338943481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224406242
validation[          , genome  6846] predictions:    9697/  10000 (96.97%), best:    9712/10000 (97.12%), error:       984.55975, best error:       927.24792 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 80.0455474854s, input_fired_time: 0.6305337548, output_fired_time: 0.4333828688, propagate_forward_time: 23.7012023926, propagate_backward_time: 53.4832305908, weight_update_time: 0.0973220095, other_time: 1.7972030640
epoch time: 5.1384878159s, input_fired_time: 0.0868786499, output_fired_time: 0.0000000000, propagate_forward_time: 4.7185292244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330798149
validation[          , genome  6846] predictions:    9717/  10000 (97.17%), best:    9712/10000 (97.12%), error:       934.87494, best error:       927.24792 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 79.7588500977s, input_fired_time: 0.6381395459, output_fired_time: 0.4357814789, propagate_forward_time: 23.6459064484, propagate_backward_time: 53.2519378662, weight_update_time: 0.1028108001, other_time: 1.7870864868
epoch time: 5.1508450508s, input_fired_time: 0.0868811533, output_fired_time: 0.0000000000, propagate_forward_time: 4.7373795509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265843391
validation[          , genome  6846] predictions:    9702/  10000 (97.02%), best:    9712/10000 (97.12%), error:      1022.73572, best error:       927.24792 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 80.0910568237s, input_fired_time: 0.6335008740, output_fired_time: 0.4326387942, propagate_forward_time: 23.7548446655, propagate_backward_time: 53.4835319519, weight_update_time: 0.0957637653, other_time: 1.7865409851
epoch time: 5.1473503113s, input_fired_time: 0.0869847238, output_fired_time: 0.0000000000, propagate_forward_time: 4.7292337418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3311319351
validation[          , genome  6846] predictions:    9716/  10000 (97.16%), best:    9712/10000 (97.12%), error:       962.86694, best error:       927.24792 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 80.2579650879s, input_fired_time: 0.6348481178, output_fired_time: 0.4248087108, propagate_forward_time: 23.8045253754, propagate_backward_time: 53.6008605957, weight_update_time: 0.0966334194, other_time: 1.7929153442
epoch time: 5.1707944870s, input_fired_time: 0.0902390853, output_fired_time: 0.0000000000, propagate_forward_time: 4.7555670738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249883652
validation[          , genome  6846] predictions:    9690/  10000 (96.90%), best:    9712/10000 (97.12%), error:      1024.62500, best error:       927.24792 on epoch:    46, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 80.2771377563s, input_fired_time: 0.6605724096, output_fired_time: 0.4335027337, propagate_forward_time: 23.7928848267, propagate_backward_time: 53.5790710449, weight_update_time: 0.0975024179, other_time: 1.8111038208
epoch time: 5.1408500671s, input_fired_time: 0.0845547467, output_fired_time: 0.0000000000, propagate_forward_time: 4.7278833389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284120560
validation[          , genome  6846] predictions:    9703/  10000 (97.03%), best:    9712/10000 (97.12%), error:       974.09943, best error:       927.24792 on epoch:    46, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 79.9938125610s, input_fired_time: 0.6435027719, output_fired_time: 0.4317635000, propagate_forward_time: 23.7398052216, propagate_backward_time: 53.3797149658, weight_update_time: 0.0962287560, other_time: 1.7990264893
epoch time: 5.1628694534s, input_fired_time: 0.0877218023, output_fired_time: 0.0000000000, propagate_forward_time: 4.7473659515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277816772
validation[          , genome  6846] predictions:    9711/  10000 (97.11%), best:    9712/10000 (97.12%), error:       986.43036, best error:       927.24792 on epoch:    46, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 80.1223449707s, input_fired_time: 0.6661242843, output_fired_time: 0.4389305413, propagate_forward_time: 23.6742935181, propagate_backward_time: 53.5461235046, weight_update_time: 0.0975325108, other_time: 1.7968711853
epoch time: 5.1801671982s, input_fired_time: 0.0853667408, output_fired_time: 0.0000000000, propagate_forward_time: 4.7667555809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280448914
validation[          , genome  6846] predictions:    9685/  10000 (96.85%), best:    9712/10000 (97.12%), error:      1094.29871, best error:       927.24792 on epoch:    46, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 80.2601547241s, input_fired_time: 0.6440992355, output_fired_time: 0.4355668128, propagate_forward_time: 23.8726596832, propagate_backward_time: 53.5086975098, weight_update_time: 0.0976590365, other_time: 1.7991333008
epoch time: 5.1936259270s, input_fired_time: 0.0848846361, output_fired_time: 0.0000000000, propagate_forward_time: 4.7809438705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277974129
validation[          , genome  6846] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       910.62537, best error:       910.62537 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 80.0379867554s, input_fired_time: 0.6492804289, output_fired_time: 0.4348423183, propagate_forward_time: 23.7366428375, propagate_backward_time: 53.4353561401, weight_update_time: 0.1007601023, other_time: 1.7818679810
epoch time: 5.1444983482s, input_fired_time: 0.0849234983, output_fired_time: 0.0000000000, propagate_forward_time: 4.7313570976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282179832
validation[          , genome  6846] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:      1044.85828, best error:       910.62537 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 80.2579498291s, input_fired_time: 0.6456160545, output_fired_time: 0.4249639213, propagate_forward_time: 23.8267803192, propagate_backward_time: 53.5306968689, weight_update_time: 0.0998705178, other_time: 1.8298912048
epoch time: 5.1544580460s, input_fired_time: 0.0854732692, output_fired_time: 0.0000000000, propagate_forward_time: 4.7366828918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323020935
validation[          , genome  6846] predictions:    9709/  10000 (97.09%), best:    9721/10000 (97.21%), error:      1006.99072, best error:       910.62537 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 80.2050399780s, input_fired_time: 0.6463024616, output_fired_time: 0.4308489263, propagate_forward_time: 23.7245769501, propagate_backward_time: 53.6165428162, weight_update_time: 0.0960379392, other_time: 1.7867698669
epoch time: 5.1469211578s, input_fired_time: 0.0906127468, output_fired_time: 0.0000000000, propagate_forward_time: 4.7293090820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269991875
validation[          , genome  6846] predictions:    9723/  10000 (97.23%), best:    9721/10000 (97.21%), error:       934.96198, best error:       910.62537 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 80.0883560181s, input_fired_time: 0.6559845805, output_fired_time: 0.4341275692, propagate_forward_time: 23.7682037354, propagate_backward_time: 53.4341545105, weight_update_time: 0.0955852792, other_time: 1.7958869934
epoch time: 5.1695065498s, input_fired_time: 0.0863770321, output_fired_time: 0.0000000000, propagate_forward_time: 4.7555375099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275918961
validation[          , genome  6846] predictions:    9717/  10000 (97.17%), best:    9721/10000 (97.21%), error:       960.49652, best error:       910.62537 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 79.9382019043s, input_fired_time: 0.6431782246, output_fired_time: 0.4360705316, propagate_forward_time: 23.6787757874, propagate_backward_time: 53.3908653259, weight_update_time: 0.0992183983, other_time: 1.7893066406
epoch time: 5.1635966301s, input_fired_time: 0.0888914838, output_fired_time: 0.0000000000, propagate_forward_time: 4.7422175407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324875832
validation[          , genome  6846] predictions:    9724/  10000 (97.24%), best:    9721/10000 (97.21%), error:       925.77289, best error:       910.62537 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 80.0938186646s, input_fired_time: 0.6411735415, output_fired_time: 0.4307051897, propagate_forward_time: 23.7755279541, propagate_backward_time: 53.4497604370, weight_update_time: 0.0973942503, other_time: 1.7966537476
epoch time: 5.1560502052s, input_fired_time: 0.0853813589, output_fired_time: 0.0000000000, propagate_forward_time: 4.7430405617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276281357
validation[          , genome  6846] predictions:    9716/  10000 (97.16%), best:    9721/10000 (97.21%), error:       945.91229, best error:       910.62537 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 80.1891632080s, input_fired_time: 0.6387442946, output_fired_time: 0.4312918484, propagate_forward_time: 23.8034534454, propagate_backward_time: 53.5261077881, weight_update_time: 0.0961614847, other_time: 1.7895736694
epoch time: 5.1017971039s, input_fired_time: 0.0853322893, output_fired_time: 0.0000000000, propagate_forward_time: 4.6939992905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224654198
validation[          , genome  6846] predictions:    9716/  10000 (97.16%), best:    9721/10000 (97.21%), error:       962.95557, best error:       910.62537 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.0432434082s, input_fired_time: 0.6461337209, output_fired_time: 0.4265609086, propagate_forward_time: 23.6811008453, propagate_backward_time: 53.4955253601, weight_update_time: 0.1039006934, other_time: 1.7939262390
epoch time: 5.1585588455s, input_fired_time: 0.0849658772, output_fired_time: 0.0000000000, propagate_forward_time: 4.7451829910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284101486
validation[          , genome  6846] predictions:    9683/  10000 (96.83%), best:    9721/10000 (97.21%), error:      1060.48010, best error:       910.62537 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 80.0862274170s, input_fired_time: 0.6416968107, output_fired_time: 0.4292982221, propagate_forward_time: 23.7323017120, propagate_backward_time: 53.4920005798, weight_update_time: 0.0999060795, other_time: 1.7909355164
epoch time: 5.2010526657s, input_fired_time: 0.0896662921, output_fired_time: 0.0000000000, propagate_forward_time: 4.7815532684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298330307
validation[          , genome  6846] predictions:    9684/  10000 (96.84%), best:    9721/10000 (97.21%), error:      1051.05676, best error:       910.62537 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 79.9631729126s, input_fired_time: 0.6470202208, output_fired_time: 0.4361386001, propagate_forward_time: 23.7639160156, propagate_backward_time: 53.3272857666, weight_update_time: 0.0958164409, other_time: 1.7888107300
epoch time: 5.2003602982s, input_fired_time: 0.0850607306, output_fired_time: 0.0000000000, propagate_forward_time: 4.7830967903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322029114
validation[          , genome  6846] predictions:    9720/  10000 (97.20%), best:    9721/10000 (97.21%), error:       925.18365, best error:       910.62537 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 80.1485137939s, input_fired_time: 0.6598279476, output_fired_time: 0.4369294345, propagate_forward_time: 23.7905235291, propagate_backward_time: 53.4616775513, weight_update_time: 0.0987946168, other_time: 1.7995567322
epoch time: 5.1370978355s, input_fired_time: 0.0903027654, output_fired_time: 0.0000000000, propagate_forward_time: 4.7204499245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263449669
validation[          , genome  6846] predictions:    9717/  10000 (97.17%), best:    9721/10000 (97.21%), error:       954.80585, best error:       910.62537 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 79.9367218018s, input_fired_time: 0.6440974474, output_fired_time: 0.4336760044, propagate_forward_time: 23.7293281555, propagate_backward_time: 53.3461532593, weight_update_time: 0.0978255197, other_time: 1.7834663391
epoch time: 5.1771149635s, input_fired_time: 0.0856509656, output_fired_time: 0.0000000000, propagate_forward_time: 4.7591962814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322677612
validation[          , genome  6846] predictions:    9703/  10000 (97.03%), best:    9721/10000 (97.21%), error:       983.17786, best error:       910.62537 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 80.0890426636s, input_fired_time: 0.6466425061, output_fired_time: 0.4392804801, propagate_forward_time: 23.7534523010, propagate_backward_time: 53.4453811646, weight_update_time: 0.0976363569, other_time: 1.8042869568
epoch time: 5.1533141136s, input_fired_time: 0.0858873576, output_fired_time: 0.0000000000, propagate_forward_time: 4.7443752289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230514526
validation[          , genome  6846] predictions:    9722/  10000 (97.22%), best:    9721/10000 (97.21%), error:       929.95880, best error:       910.62537 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 80.0276794434s, input_fired_time: 0.6401726007, output_fired_time: 0.4296579957, propagate_forward_time: 23.7456455231, propagate_backward_time: 53.4261665344, weight_update_time: 0.0991731957, other_time: 1.7860374451
epoch time: 5.1340718269s, input_fired_time: 0.0880210847, output_fired_time: 0.0000000000, propagate_forward_time: 4.7129044533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331460953
validation[          , genome  6846] predictions:    9680/  10000 (96.80%), best:    9721/10000 (97.21%), error:      1021.18195, best error:       910.62537 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 80.1029815674s, input_fired_time: 0.6351674199, output_fired_time: 0.4319112897, propagate_forward_time: 23.8117332458, propagate_backward_time: 53.4170684814, weight_update_time: 0.0988723412, other_time: 1.8071022034
epoch time: 5.1300497055s, input_fired_time: 0.0857385844, output_fired_time: 0.0000000000, propagate_forward_time: 4.7247796059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195314407
validation[          , genome  6846] predictions:    9719/  10000 (97.19%), best:    9721/10000 (97.21%), error:       929.88873, best error:       910.62537 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 79.9748840332s, input_fired_time: 0.6535913348, output_fired_time: 0.4309828579, propagate_forward_time: 23.7596549988, propagate_backward_time: 53.3426742554, weight_update_time: 0.0956844762, other_time: 1.7879753113
epoch time: 5.1812024117s, input_fired_time: 0.0908910185, output_fired_time: 0.0000000000, propagate_forward_time: 4.7578868866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324246407
validation[          , genome  6846] predictions:    9718/  10000 (97.18%), best:    9721/10000 (97.21%), error:       913.57263, best error:       910.62537 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 79.9584503174s, input_fired_time: 0.6487939954, output_fired_time: 0.4332305789, propagate_forward_time: 23.6976718903, propagate_backward_time: 53.3712692261, weight_update_time: 0.1018877178, other_time: 1.8074874878
epoch time: 5.1839752197s, input_fired_time: 0.0868475065, output_fired_time: 0.0000000000, propagate_forward_time: 4.7627768517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343510628
validation[          , genome  6846] predictions:    9723/  10000 (97.23%), best:    9721/10000 (97.21%), error:       929.48352, best error:       910.62537 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 80.2820434570s, input_fired_time: 0.6398668289, output_fired_time: 0.4326107800, propagate_forward_time: 23.8187885284, propagate_backward_time: 53.5997314453, weight_update_time: 0.0966826230, other_time: 1.7910461426
epoch time: 5.1038408279s, input_fired_time: 0.0854920074, output_fired_time: 0.0000000000, propagate_forward_time: 4.6925945282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257541656
validation[          , genome  6846] predictions:    9670/  10000 (96.70%), best:    9721/10000 (97.21%), error:      1097.41418, best error:       910.62537 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 80.0725479126s, input_fired_time: 0.6473277807, output_fired_time: 0.4261749685, propagate_forward_time: 23.7917594910, propagate_backward_time: 53.4026679993, weight_update_time: 0.0958525762, other_time: 1.8046112061
epoch time: 5.1559181213s, input_fired_time: 0.0872359052, output_fired_time: 0.0000000000, propagate_forward_time: 4.7430262566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256559372
validation[          , genome  6846] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       946.51105, best error:       910.62537 on epoch:    81, 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: 25.9013080597s, input_fired_time: 0.4363962114, output_fired_time: 0.0000000000, propagate_forward_time: 23.8050479889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6598644257
best training[          , genome  6846] predictions:   49324/  50000 (98.65%), best:    9721/10000 (97.21%), error:      2486.56104, best error:       910.62537 on epoch:    81, 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: 5.1896519661s, input_fired_time: 0.0855266452, output_fired_time: 0.0000000000, propagate_forward_time: 4.7755661011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285593987
   testing[          , genome  6846] predictions:    9729/  10000 (97.29%), best:    9721/10000 (97.21%), error:       850.53241, best error:       910.62537 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:37:53 (96140): called boinc_finish(0)

</stderr_txt>
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