Nameexact_genome_1512568488_45_4419_2
Workunit2593306
Created7 Dec 2017, 14:51:17 UTC
Sent7 Dec 2017, 15:00:20 UTC
Report deadline11 Dec 2017, 7:54:10 UTC
Received7 Dec 2017, 17:12:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 11 min 33 sec
CPU time2 hours 7 min 17 sec
Validate stateValid
Credit926.01
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.51 MB
Peak swap size152.94 MB
Peak disk usage1.83 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0737235844, output_fired_time: 0.0000000000, propagate_forward_time: 5.1682443619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483065605
validation[          , genome  4419] predictions:    9566/  10000 (95.66%), best:    9598/10000 (95.98%), error:      1467.95178, best error:      1364.69775 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 68.8995895386s, input_fired_time: 0.5802341700, output_fired_time: 0.5800669193, propagate_forward_time: 25.5799522400, propagate_backward_time: 39.6885719299, weight_update_time: 0.1580071300, other_time: 2.4707641602
epoch time: 5.8280572891s, input_fired_time: 0.0745462477, output_fired_time: 0.0000000000, propagate_forward_time: 5.3043203354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491906166
validation[          , genome  4419] predictions:    9553/  10000 (95.53%), best:    9598/10000 (95.98%), error:      1456.53601, best error:      1364.69775 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 70.2023620605s, input_fired_time: 0.5908378363, output_fired_time: 0.5929179788, propagate_forward_time: 26.1904621124, propagate_backward_time: 40.3256683350, weight_update_time: 0.1615511477, other_time: 2.5024795532
epoch time: 5.8362374306s, input_fired_time: 0.0751147494, output_fired_time: 0.0000000000, propagate_forward_time: 5.3131709099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479517937
validation[          , genome  4419] predictions:    9452/  10000 (94.52%), best:    9598/10000 (95.98%), error:      1813.10901, best error:      1364.69775 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.5484771729s, input_fired_time: 0.5862915516, output_fired_time: 0.5851147771, propagate_forward_time: 25.8690681458, propagate_backward_time: 40.0361976624, weight_update_time: 0.1583813429, other_time: 2.4718093872
epoch time: 5.7035250664s, input_fired_time: 0.0750475451, output_fired_time: 0.0000000000, propagate_forward_time: 5.1868524551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416251183
validation[          , genome  4419] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1334.97412, best error:      1334.97412 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 68.9595718384s, input_fired_time: 0.5835372806, output_fired_time: 0.5780645609, propagate_forward_time: 25.6535568237, propagate_backward_time: 39.6586418152, weight_update_time: 0.1579250693, other_time: 2.4857749939
epoch time: 5.7066049576s, input_fired_time: 0.0739065185, output_fired_time: 0.0000000000, propagate_forward_time: 5.1925597191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401388168
validation[          , genome  4419] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1288.49817, best error:      1288.49817 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 69.8576812744s, input_fired_time: 0.5929504633, output_fired_time: 0.5897109509, propagate_forward_time: 25.9819946289, propagate_backward_time: 40.1952819824, weight_update_time: 0.1605053842, other_time: 2.4977416992
epoch time: 5.6103420258s, input_fired_time: 0.0738095194, output_fired_time: 0.0000000000, propagate_forward_time: 5.0882601738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482722282
validation[          , genome  4419] predictions:    9559/  10000 (95.59%), best:    9626/10000 (96.26%), error:      1456.76086, best error:      1288.49817 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.6138992310s, input_fired_time: 0.5749054551, output_fired_time: 0.5693119764, propagate_forward_time: 25.1199531555, propagate_backward_time: 38.9148559570, weight_update_time: 0.1551787108, other_time: 2.4348716736
epoch time: 5.6049542427s, input_fired_time: 0.0748155713, output_fired_time: 0.0000000000, propagate_forward_time: 5.0843982697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457402229
validation[          , genome  4419] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1226.87500, best error:      1226.87500 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 69.0687561035s, input_fired_time: 0.5814747214, output_fired_time: 0.5811629891, propagate_forward_time: 25.6941184998, propagate_backward_time: 39.7469596863, weight_update_time: 0.1572750807, other_time: 2.4650421143
epoch time: 5.7645087242s, input_fired_time: 0.0746544227, output_fired_time: 0.0000000000, propagate_forward_time: 5.2516527176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382014275
validation[          , genome  4419] predictions:    9531/  10000 (95.31%), best:    9650/10000 (96.50%), error:      1624.80273, best error:      1226.87500 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 69.5012664795s, input_fired_time: 0.5854926705, output_fired_time: 0.5857707858, propagate_forward_time: 25.8555603027, propagate_backward_time: 39.9947433472, weight_update_time: 0.1586809605, other_time: 2.4796981812
epoch time: 5.5747637749s, input_fired_time: 0.0733656660, output_fired_time: 0.0000000000, propagate_forward_time: 5.0671858788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342122078
validation[          , genome  4419] predictions:    9536/  10000 (95.36%), best:    9650/10000 (96.50%), error:      1652.25134, best error:      1226.87500 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 69.2838211060s, input_fired_time: 0.5820600986, output_fired_time: 0.5832144022, propagate_forward_time: 25.7103309631, propagate_backward_time: 39.9284629822, weight_update_time: 0.1570262760, other_time: 2.4797515869
epoch time: 5.7902708054s, input_fired_time: 0.0749139786, output_fired_time: 0.0000000000, propagate_forward_time: 5.2727198601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426369667
validation[          , genome  4419] predictions:    9616/  10000 (96.16%), best:    9650/10000 (96.50%), error:      1331.69128, best error:      1226.87500 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 69.9003829956s, input_fired_time: 0.5878363848, output_fired_time: 0.5868058205, propagate_forward_time: 25.9906349182, propagate_backward_time: 40.2483901978, weight_update_time: 0.1588333994, other_time: 2.4867134094
epoch time: 5.6854996681s, input_fired_time: 0.0743294880, output_fired_time: 0.0000000000, propagate_forward_time: 5.1740384102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371318817
validation[          , genome  4419] predictions:    9580/  10000 (95.80%), best:    9650/10000 (96.50%), error:      1405.99365, best error:      1226.87500 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 69.8273239136s, input_fired_time: 0.5933000445, output_fired_time: 0.5894181132, propagate_forward_time: 25.9932842255, propagate_backward_time: 40.1686019897, weight_update_time: 0.1600001454, other_time: 2.4827194214
epoch time: 5.7129144669s, input_fired_time: 0.0729846209, output_fired_time: 0.0000000000, propagate_forward_time: 5.2018003464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381294250
validation[          , genome  4419] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1191.00159, best error:      1191.00159 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 69.1520538330s, input_fired_time: 0.5840163231, output_fired_time: 0.5831609368, propagate_forward_time: 25.7650680542, propagate_backward_time: 39.7450942993, weight_update_time: 0.1574598849, other_time: 2.4747161865
epoch time: 5.5881862640s, input_fired_time: 0.0736171305, output_fired_time: 0.0000000000, propagate_forward_time: 5.0772380829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373311996
validation[          , genome  4419] predictions:    9641/  10000 (96.41%), best:    9635/10000 (96.35%), error:      1260.29138, best error:      1191.00159 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 69.8335037231s, input_fired_time: 0.5908264518, output_fired_time: 0.5851155519, propagate_forward_time: 26.0392723083, propagate_backward_time: 40.1425476074, weight_update_time: 0.1584534794, other_time: 2.4757423401
epoch time: 5.4509420395s, input_fired_time: 0.0712728798, output_fired_time: 0.0000000000, propagate_forward_time: 4.9478330612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318361282
validation[          , genome  4419] predictions:    9629/  10000 (96.29%), best:    9635/10000 (96.35%), error:      1255.50366, best error:      1191.00159 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 69.2442550659s, input_fired_time: 0.5871338844, output_fired_time: 0.5829863548, propagate_forward_time: 25.7475986481, propagate_backward_time: 39.8431358337, weight_update_time: 0.1591488421, other_time: 2.4834022522
epoch time: 5.6981496811s, input_fired_time: 0.0732926279, output_fired_time: 0.0000000000, propagate_forward_time: 5.1897950172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350619316
validation[          , genome  4419] predictions:    9580/  10000 (95.80%), best:    9635/10000 (96.35%), error:      1393.15979, best error:      1191.00159 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 69.3504791260s, input_fired_time: 0.5888735056, output_fired_time: 0.5830668807, propagate_forward_time: 25.8359718323, propagate_backward_time: 39.8695106506, weight_update_time: 0.1575127691, other_time: 2.4730529785
epoch time: 5.5028409958s, input_fired_time: 0.0742470846, output_fired_time: 0.0000000000, propagate_forward_time: 4.9749865532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536075592
validation[          , genome  4419] predictions:    9637/  10000 (96.37%), best:    9635/10000 (96.35%), error:      1191.69727, best error:      1191.00159 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 69.7006759644s, input_fired_time: 0.5875501037, output_fired_time: 0.5879508853, propagate_forward_time: 25.8928737640, propagate_backward_time: 40.1459465027, weight_update_time: 0.1567238867, other_time: 2.4863548279
epoch time: 5.7224650383s, input_fired_time: 0.0742123723, output_fired_time: 0.0000000000, propagate_forward_time: 5.2113742828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368782043
validation[          , genome  4419] predictions:    9650/  10000 (96.50%), best:    9650/10000 (96.50%), error:      1189.09485, best error:      1189.09485 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 69.6545028687s, input_fired_time: 0.5875020027, output_fired_time: 0.5855265260, propagate_forward_time: 25.9938545227, propagate_backward_time: 40.0108375549, weight_update_time: 0.1588662118, other_time: 2.4767837524
epoch time: 5.8197107315s, input_fired_time: 0.0760260522, output_fired_time: 0.0000000000, propagate_forward_time: 5.2981758118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455089569
validation[          , genome  4419] predictions:    9631/  10000 (96.31%), best:    9650/10000 (96.50%), error:      1285.42188, best error:      1189.09485 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 69.3267211914s, input_fired_time: 0.5839229226, output_fired_time: 0.5810334682, propagate_forward_time: 25.7113533020, propagate_backward_time: 39.9794502258, weight_update_time: 0.1583172977, other_time: 2.4709625244
epoch time: 5.7561330795s, input_fired_time: 0.0770228356, output_fired_time: 0.0000000000, propagate_forward_time: 5.2383913994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407186508
validation[          , genome  4419] predictions:    9518/  10000 (95.18%), best:    9650/10000 (96.50%), error:      1570.27820, best error:      1189.09485 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.2254333496s, input_fired_time: 0.5840554833, output_fired_time: 0.5829880834, propagate_forward_time: 25.6932506561, propagate_backward_time: 39.8965721130, weight_update_time: 0.1591959745, other_time: 2.4685707092
epoch time: 5.8037729263s, input_fired_time: 0.0751325637, output_fired_time: 0.0000000000, propagate_forward_time: 5.2831645012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454760551
validation[          , genome  4419] predictions:    9600/  10000 (96.00%), best:    9650/10000 (96.50%), error:      1354.06873, best error:      1189.09485 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 69.2994232178s, input_fired_time: 0.5883046389, output_fired_time: 0.5867983103, propagate_forward_time: 25.7011547089, propagate_backward_time: 39.9655265808, weight_update_time: 0.1570012271, other_time: 2.4576377869
epoch time: 5.7928919792s, input_fired_time: 0.0758728832, output_fired_time: 0.0000000000, propagate_forward_time: 5.2702760696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467430115
validation[          , genome  4419] predictions:    9649/  10000 (96.49%), best:    9650/10000 (96.50%), error:      1189.10876, best error:      1189.09485 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 70.1253204346s, input_fired_time: 0.5951955914, output_fired_time: 0.5864570141, propagate_forward_time: 26.1173362732, propagate_backward_time: 40.3406181335, weight_update_time: 0.1596190929, other_time: 2.4857177734
epoch time: 5.7253313065s, input_fired_time: 0.0759290010, output_fired_time: 0.0000000000, propagate_forward_time: 5.2102184296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391837120
validation[          , genome  4419] predictions:    9584/  10000 (95.84%), best:    9650/10000 (96.50%), error:      1421.32922, best error:      1189.09485 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 70.1670837402s, input_fired_time: 0.5926546454, output_fired_time: 0.5875958800, propagate_forward_time: 26.1172313690, propagate_backward_time: 40.3853225708, weight_update_time: 0.1586223692, other_time: 2.4842834473
epoch time: 5.6847505569s, input_fired_time: 0.0754085779, output_fired_time: 0.0000000000, propagate_forward_time: 5.1630730629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462690353
validation[          , genome  4419] predictions:    9656/  10000 (96.56%), best:    9650/10000 (96.50%), error:      1225.73608, best error:      1189.09485 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 69.7965621948s, input_fired_time: 0.5934350491, output_fired_time: 0.5917646289, propagate_forward_time: 25.9605503082, propagate_backward_time: 40.1622810364, weight_update_time: 0.1599061191, other_time: 2.4885292053
epoch time: 5.6592745781s, input_fired_time: 0.0763625950, output_fired_time: 0.0000000000, propagate_forward_time: 5.1387801170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441318512
validation[          , genome  4419] predictions:    9642/  10000 (96.42%), best:    9650/10000 (96.50%), error:      1201.59900, best error:      1189.09485 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 68.4820632935s, input_fired_time: 0.5834906697, output_fired_time: 0.5819510221, propagate_forward_time: 25.5090084076, propagate_backward_time: 39.3478546143, weight_update_time: 0.1563936621, other_time: 2.4597625732
epoch time: 5.5559911728s, input_fired_time: 0.0739666149, output_fired_time: 0.0000000000, propagate_forward_time: 5.0457601547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362645149
validation[          , genome  4419] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1130.12390, best error:      1130.12390 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 69.5010986328s, input_fired_time: 0.5963678956, output_fired_time: 0.5907852054, propagate_forward_time: 25.8779048920, propagate_backward_time: 39.9500312805, weight_update_time: 0.1575404108, other_time: 2.4860115051
epoch time: 5.7339801788s, input_fired_time: 0.0750773400, output_fired_time: 0.0000000000, propagate_forward_time: 5.2193102837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395923615
validation[          , genome  4419] predictions:    9621/  10000 (96.21%), best:    9668/10000 (96.68%), error:      1257.45337, best error:      1130.12390 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 69.4794540405s, input_fired_time: 0.5918413401, output_fired_time: 0.5868287086, propagate_forward_time: 25.8649063110, propagate_backward_time: 39.9677772522, weight_update_time: 0.1576316208, other_time: 2.4680976868
epoch time: 5.5916633606s, input_fired_time: 0.0733830109, output_fired_time: 0.0000000000, propagate_forward_time: 5.0761504173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421300888
validation[          , genome  4419] predictions:    9627/  10000 (96.27%), best:    9668/10000 (96.68%), error:      1235.10901, best error:      1130.12390 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 69.3251037598s, input_fired_time: 0.5913650393, output_fired_time: 0.5834594965, propagate_forward_time: 25.8185386658, propagate_backward_time: 39.8618164063, weight_update_time: 0.1570275873, other_time: 2.4699287415
epoch time: 5.4994220734s, input_fired_time: 0.0752901509, output_fired_time: 0.0000000000, propagate_forward_time: 4.9967060089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274258614
validation[          , genome  4419] predictions:    9645/  10000 (96.45%), best:    9668/10000 (96.68%), error:      1168.17371, best error:      1130.12390 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 69.3506774902s, input_fired_time: 0.5881804824, output_fired_time: 0.5829541087, propagate_forward_time: 25.7341423035, propagate_backward_time: 39.9770469666, weight_update_time: 0.1566148847, other_time: 2.4683532715
epoch time: 5.6257557869s, input_fired_time: 0.0756685734, output_fired_time: 0.0000000000, propagate_forward_time: 5.1004729271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496140480
validation[          , genome  4419] predictions:    9630/  10000 (96.30%), best:    9668/10000 (96.68%), error:      1242.01392, best error:      1130.12390 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 69.9023742676s, input_fired_time: 0.5926772356, output_fired_time: 0.5885266066, propagate_forward_time: 26.0250396729, propagate_backward_time: 40.2036666870, weight_update_time: 0.1607782692, other_time: 2.4924697876
epoch time: 5.5698766708s, input_fired_time: 0.0737930313, output_fired_time: 0.0000000000, propagate_forward_time: 5.0633893013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4326944351
validation[          , genome  4419] predictions:    9549/  10000 (95.49%), best:    9668/10000 (96.68%), error:      1488.00256, best error:      1130.12390 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 69.5481491089s, input_fired_time: 0.5938285589, output_fired_time: 0.5888864994, propagate_forward_time: 25.8299140930, propagate_backward_time: 40.0617713928, weight_update_time: 0.1574223191, other_time: 2.4737472534
epoch time: 5.8488540649s, input_fired_time: 0.0786940232, output_fired_time: 0.0000000000, propagate_forward_time: 5.3253788948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4447813034
validation[          , genome  4419] predictions:    9663/  10000 (96.63%), best:    9668/10000 (96.68%), error:      1161.42261, best error:      1130.12390 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 69.2582931519s, input_fired_time: 0.5890355110, output_fired_time: 0.5802378058, propagate_forward_time: 25.7962703705, propagate_backward_time: 39.8322296143, weight_update_time: 0.1575231105, other_time: 2.4605178833
epoch time: 5.8890547752s, input_fired_time: 0.0767717659, output_fired_time: 0.0000000000, propagate_forward_time: 5.3686704636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436125755
validation[          , genome  4419] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1120.86462, best error:      1120.86462 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 69.4060592651s, input_fired_time: 0.5957533121, output_fired_time: 0.5898984075, propagate_forward_time: 25.8364906311, propagate_backward_time: 39.8981628418, weight_update_time: 0.1580137163, other_time: 2.4857521057
epoch time: 5.5888276100s, input_fired_time: 0.0746442005, output_fired_time: 0.0000000000, propagate_forward_time: 5.0781865120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359970093
validation[          , genome  4419] predictions:    9642/  10000 (96.42%), best:    9675/10000 (96.75%), error:      1151.10645, best error:      1120.86462 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 69.1556167603s, input_fired_time: 0.5927159786, output_fired_time: 0.5845200419, propagate_forward_time: 25.7581577301, propagate_backward_time: 39.7350654602, weight_update_time: 0.1615217477, other_time: 2.4851646423
epoch time: 5.8245506287s, input_fired_time: 0.0779884011, output_fired_time: 0.0000000000, propagate_forward_time: 5.3023548126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442071915
validation[          , genome  4419] predictions:    9633/  10000 (96.33%), best:    9675/10000 (96.75%), error:      1236.07874, best error:      1120.86462 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 69.2708740234s, input_fired_time: 0.5935337543, output_fired_time: 0.5829598308, propagate_forward_time: 25.7407875061, propagate_backward_time: 39.8793106079, weight_update_time: 0.1570889652, other_time: 2.4742774963
epoch time: 5.6412162781s, input_fired_time: 0.0747408569, output_fired_time: 0.0000000000, propagate_forward_time: 5.1313428879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351325035
validation[          , genome  4419] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1068.26196, best error:      1068.26196 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 69.8225784302s, input_fired_time: 0.5955039859, output_fired_time: 0.5897774696, propagate_forward_time: 25.9243469238, propagate_backward_time: 40.2181854248, weight_update_time: 0.1636399776, other_time: 2.4947662354
epoch time: 5.4227485657s, input_fired_time: 0.0722954273, output_fired_time: 0.0000000000, propagate_forward_time: 4.9234242439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4270291328
validation[          , genome  4419] predictions:    9650/  10000 (96.50%), best:    9684/10000 (96.84%), error:      1196.49951, best error:      1068.26196 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 69.2406234741s, input_fired_time: 0.5908285975, output_fired_time: 0.5824454427, propagate_forward_time: 25.6891441345, propagate_backward_time: 39.8998222351, weight_update_time: 0.1564271450, other_time: 2.4783859253
epoch time: 5.6809401512s, input_fired_time: 0.0772231668, output_fired_time: 0.0000000000, propagate_forward_time: 5.1559486389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477682114
validation[          , genome  4419] predictions:    9640/  10000 (96.40%), best:    9684/10000 (96.84%), error:      1200.85217, best error:      1068.26196 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.3980102539s, input_fired_time: 0.5883777142, output_fired_time: 0.5808184147, propagate_forward_time: 25.3790702820, propagate_backward_time: 39.3877143860, weight_update_time: 0.1581121087, other_time: 2.4620285034
epoch time: 5.8297324181s, input_fired_time: 0.0774470940, output_fired_time: 0.0000000000, propagate_forward_time: 5.3077659607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445195198
validation[          , genome  4419] predictions:    9613/  10000 (96.13%), best:    9684/10000 (96.84%), error:      1318.45996, best error:      1068.26196 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 69.9296569824s, input_fired_time: 0.6026203632, output_fired_time: 0.5885342360, propagate_forward_time: 26.1070690155, propagate_backward_time: 40.1464843750, weight_update_time: 0.1584735513, other_time: 2.4849472046
epoch time: 5.6763997078s, input_fired_time: 0.0754339546, output_fired_time: 0.0000000000, propagate_forward_time: 5.1629581451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380078316
validation[          , genome  4419] predictions:    9612/  10000 (96.12%), best:    9684/10000 (96.84%), error:      1265.43164, best error:      1068.26196 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 69.7650604248s, input_fired_time: 0.5952027440, output_fired_time: 0.5857767463, propagate_forward_time: 25.9376239777, propagate_backward_time: 40.1776123047, weight_update_time: 0.1588652283, other_time: 2.4688491821
epoch time: 5.6856770515s, input_fired_time: 0.0774733722, output_fired_time: 0.0000000000, propagate_forward_time: 5.1648211479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433827400
validation[          , genome  4419] predictions:    9615/  10000 (96.15%), best:    9684/10000 (96.84%), error:      1267.33118, best error:      1068.26196 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 69.9808731079s, input_fired_time: 0.6011552215, output_fired_time: 0.5861561298, propagate_forward_time: 26.0416450500, propagate_backward_time: 40.2498130798, weight_update_time: 0.1593741924, other_time: 2.5020980835
epoch time: 5.7327513695s, input_fired_time: 0.0770628452, output_fired_time: 0.0000000000, propagate_forward_time: 5.2119660378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437222481
validation[          , genome  4419] predictions:    9598/  10000 (95.98%), best:    9684/10000 (96.84%), error:      1339.05774, best error:      1068.26196 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 69.3525695801s, input_fired_time: 0.5917019844, output_fired_time: 0.5879720449, propagate_forward_time: 25.7461757660, propagate_backward_time: 39.9551811218, weight_update_time: 0.1580256522, other_time: 2.4715309143
epoch time: 5.7268595695s, input_fired_time: 0.0753796250, output_fired_time: 0.0000000000, propagate_forward_time: 5.2062096596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452700615
validation[          , genome  4419] predictions:    9659/  10000 (96.59%), best:    9684/10000 (96.84%), error:      1107.77307, best error:      1068.26196 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 69.3333282471s, input_fired_time: 0.5972173214, output_fired_time: 0.5869461894, propagate_forward_time: 25.8142395020, propagate_backward_time: 39.8632965088, weight_update_time: 0.1590781808, other_time: 2.4716339111
epoch time: 5.6144218445s, input_fired_time: 0.0743241310, output_fired_time: 0.0000000000, propagate_forward_time: 5.1055607796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345369339
validation[          , genome  4419] predictions:    9644/  10000 (96.44%), best:    9684/10000 (96.84%), error:      1164.78333, best error:      1068.26196 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 69.5006713867s, input_fired_time: 0.5947641134, output_fired_time: 0.5827663541, propagate_forward_time: 25.8962440491, propagate_backward_time: 39.9465522766, weight_update_time: 0.1595708132, other_time: 2.4803466797
epoch time: 5.7970008850s, input_fired_time: 0.0760905966, output_fired_time: 0.0000000000, propagate_forward_time: 5.2749261856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459838867
validation[          , genome  4419] predictions:    9638/  10000 (96.38%), best:    9684/10000 (96.84%), error:      1173.97339, best error:      1068.26196 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 69.3851699829s, input_fired_time: 0.5960838795, output_fired_time: 0.5825725198, propagate_forward_time: 25.7493762970, propagate_backward_time: 39.9758987427, weight_update_time: 0.1591791958, other_time: 2.4812393188
epoch time: 5.8025593758s, input_fired_time: 0.0772690326, output_fired_time: 0.0000000000, propagate_forward_time: 5.2803626060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449276924
validation[          , genome  4419] predictions:    9656/  10000 (96.56%), best:    9684/10000 (96.84%), error:      1155.53711, best error:      1068.26196 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 69.9862442017s, input_fired_time: 0.6024491191, output_fired_time: 0.5882278085, propagate_forward_time: 26.0982761383, propagate_backward_time: 40.2130546570, weight_update_time: 0.1595736742, other_time: 2.4842414856
epoch time: 5.5700283051s, input_fired_time: 0.0744861364, output_fired_time: 0.0000000000, propagate_forward_time: 5.0565910339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389510155
validation[          , genome  4419] predictions:    9625/  10000 (96.25%), best:    9684/10000 (96.84%), error:      1244.31799, best error:      1068.26196 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 70.2980880737s, input_fired_time: 0.6003404260, output_fired_time: 0.5926243067, propagate_forward_time: 26.1731414795, propagate_backward_time: 40.4345550537, weight_update_time: 0.1599604487, other_time: 2.4974288940
epoch time: 5.8172969818s, input_fired_time: 0.0764231011, output_fired_time: 0.0000000000, propagate_forward_time: 5.2965865135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4442873001
validation[          , genome  4419] predictions:    9627/  10000 (96.27%), best:    9684/10000 (96.84%), error:      1206.51746, best error:      1068.26196 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 69.6395797729s, input_fired_time: 0.5957226157, output_fired_time: 0.5871656537, propagate_forward_time: 25.8756542206, propagate_backward_time: 40.0903472900, weight_update_time: 0.1591292620, other_time: 2.4906845093
epoch time: 5.7617034912s, input_fired_time: 0.0769667178, output_fired_time: 0.0000000000, propagate_forward_time: 5.2382359505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465007782
validation[          , genome  4419] predictions:    9677/  10000 (96.77%), best:    9684/10000 (96.84%), error:      1115.78223, best error:      1068.26196 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 69.0495605469s, input_fired_time: 0.5970138311, output_fired_time: 0.5883228779, propagate_forward_time: 25.7224521637, propagate_backward_time: 39.6617469788, weight_update_time: 0.1587949097, other_time: 2.4800224304
epoch time: 5.5763454437s, input_fired_time: 0.0755804554, output_fired_time: 0.0000000000, propagate_forward_time: 5.0699973106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307675362
validation[          , genome  4419] predictions:    9679/  10000 (96.79%), best:    9684/10000 (96.84%), error:      1127.80713, best error:      1068.26196 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.8836059570s, input_fired_time: 0.5932408571, output_fired_time: 0.5789332390, propagate_forward_time: 25.6649017334, propagate_backward_time: 39.5880775452, weight_update_time: 0.1581459045, other_time: 2.4584541321
epoch time: 5.6217689514s, input_fired_time: 0.0748797059, output_fired_time: 0.0000000000, propagate_forward_time: 5.1105895042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362998009
validation[          , genome  4419] predictions:    9631/  10000 (96.31%), best:    9684/10000 (96.84%), error:      1195.51965, best error:      1068.26196 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 69.7384338379s, input_fired_time: 0.5994179845, output_fired_time: 0.5900489688, propagate_forward_time: 25.9902400970, propagate_backward_time: 40.0645523071, weight_update_time: 0.1584629864, other_time: 2.4941711426
epoch time: 5.7178025246s, input_fired_time: 0.0773718581, output_fired_time: 0.0000000000, propagate_forward_time: 5.2026834488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377470016
validation[          , genome  4419] predictions:    9668/  10000 (96.68%), best:    9684/10000 (96.84%), error:      1135.15149, best error:      1068.26196 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 69.8628997803s, input_fired_time: 0.5984524488, output_fired_time: 0.5870193839, propagate_forward_time: 26.0283851624, propagate_backward_time: 40.1629371643, weight_update_time: 0.1589676887, other_time: 2.4861068726
epoch time: 5.5960741043s, input_fired_time: 0.0750889853, output_fired_time: 0.0000000000, propagate_forward_time: 5.0849523544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360327721
validation[          , genome  4419] predictions:    9656/  10000 (96.56%), best:    9684/10000 (96.84%), error:      1199.87842, best error:      1068.26196 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 69.1540908813s, input_fired_time: 0.5957412124, output_fired_time: 0.5902113914, propagate_forward_time: 25.6349506378, propagate_backward_time: 39.8491859436, weight_update_time: 0.1585563421, other_time: 2.4840049744
epoch time: 5.7640638351s, input_fired_time: 0.0759183094, output_fired_time: 0.0000000000, propagate_forward_time: 5.2466206551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4415249825
validation[          , genome  4419] predictions:    9654/  10000 (96.54%), best:    9684/10000 (96.84%), error:      1146.44885, best error:      1068.26196 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 70.0482864380s, input_fired_time: 0.6005484462, output_fired_time: 0.5925621986, propagate_forward_time: 26.0432453156, propagate_backward_time: 40.3341217041, weight_update_time: 0.1601687968, other_time: 2.4778137207
epoch time: 5.6943225861s, input_fired_time: 0.0767868608, output_fired_time: 0.0000000000, propagate_forward_time: 5.1755175591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420180321
validation[          , genome  4419] predictions:    9575/  10000 (95.75%), best:    9684/10000 (96.84%), error:      1367.70667, best error:      1068.26196 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 70.4047012329s, input_fired_time: 0.6036511660, output_fired_time: 0.5903977156, propagate_forward_time: 26.2459316254, propagate_backward_time: 40.4733276367, weight_update_time: 0.1603663862, other_time: 2.4913864136
epoch time: 5.7348465919s, input_fired_time: 0.0768963918, output_fired_time: 0.0000000000, propagate_forward_time: 5.2181787491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4397716522
validation[          , genome  4419] predictions:    9668/  10000 (96.68%), best:    9684/10000 (96.84%), error:      1131.22864, best error:      1068.26196 on epoch:    48, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 69.5210952759s, input_fired_time: 0.6033312082, output_fired_time: 0.5899277925, propagate_forward_time: 25.7838249207, propagate_backward_time: 39.9724807739, weight_update_time: 0.1560820043, other_time: 2.5715293884
epoch time: 5.7266535759s, input_fired_time: 0.0768941268, output_fired_time: 0.0000000000, propagate_forward_time: 5.2071008682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426584244
validation[          , genome  4419] predictions:    9618/  10000 (96.18%), best:    9684/10000 (96.84%), error:      1326.92798, best error:      1068.26196 on epoch:    48, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 69.0639495850s, input_fired_time: 0.5984551311, output_fired_time: 0.5825012922, propagate_forward_time: 25.6545696259, propagate_backward_time: 39.7560043335, weight_update_time: 0.1561630517, other_time: 2.4724121094
epoch time: 5.5913629532s, input_fired_time: 0.0756440461, output_fired_time: 0.0000000000, propagate_forward_time: 5.0724301338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432888031
validation[          , genome  4419] predictions:    9592/  10000 (95.92%), best:    9684/10000 (96.84%), error:      1292.40442, best error:      1068.26196 on epoch:    48, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 70.1011734009s, input_fired_time: 0.6030583978, output_fired_time: 0.5883901715, propagate_forward_time: 26.0592231750, propagate_backward_time: 40.3651771545, weight_update_time: 0.1607475728, other_time: 2.4853286743
epoch time: 5.6486768723s, input_fired_time: 0.0756200701, output_fired_time: 0.0000000000, propagate_forward_time: 5.1357274055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373292923
validation[          , genome  4419] predictions:    9649/  10000 (96.49%), best:    9684/10000 (96.84%), error:      1205.50610, best error:      1068.26196 on epoch:    48, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 69.1148223877s, input_fired_time: 0.5959510207, output_fired_time: 0.5829591155, propagate_forward_time: 25.6868438721, propagate_backward_time: 39.7726440430, weight_update_time: 0.1582304984, other_time: 2.4764251709
epoch time: 5.6307740211s, input_fired_time: 0.0779945999, output_fired_time: 0.0000000000, propagate_forward_time: 5.1173572540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354219437
validation[          , genome  4419] predictions:    9658/  10000 (96.58%), best:    9684/10000 (96.84%), error:      1158.97681, best error:      1068.26196 on epoch:    48, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 70.1772994995s, input_fired_time: 0.6021850705, output_fired_time: 0.5881439447, propagate_forward_time: 26.1448287964, propagate_backward_time: 40.3529968262, weight_update_time: 0.1593709737, other_time: 2.4891433716
epoch time: 5.5945677757s, input_fired_time: 0.0758783221, output_fired_time: 0.0000000000, propagate_forward_time: 5.0843019485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343876839
validation[          , genome  4419] predictions:    9635/  10000 (96.35%), best:    9684/10000 (96.84%), error:      1226.98364, best error:      1068.26196 on epoch:    48, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.9415588379s, input_fired_time: 0.5948204398, output_fired_time: 0.5805664063, propagate_forward_time: 25.6746158600, propagate_backward_time: 39.6121864319, weight_update_time: 0.1582121998, other_time: 2.4793739319
epoch time: 5.7772688866s, input_fired_time: 0.0757317543, output_fired_time: 0.0000000000, propagate_forward_time: 5.2630262375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385108948
validation[          , genome  4419] predictions:    9643/  10000 (96.43%), best:    9684/10000 (96.84%), error:      1220.82056, best error:      1068.26196 on epoch:    48, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 69.7108764648s, input_fired_time: 0.6015356779, output_fired_time: 0.5874779820, propagate_forward_time: 25.9764385223, propagate_backward_time: 40.0429153442, weight_update_time: 0.1603472978, other_time: 2.5025100708
epoch time: 5.6499443054s, input_fired_time: 0.0762802064, output_fired_time: 0.0000000000, propagate_forward_time: 5.1319489479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417152405
validation[          , genome  4419] predictions:    9644/  10000 (96.44%), best:    9684/10000 (96.84%), error:      1215.24792, best error:      1068.26196 on epoch:    48, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 69.9849243164s, input_fired_time: 0.5989975929, output_fired_time: 0.5945606828, propagate_forward_time: 26.1141166687, propagate_backward_time: 40.1928825378, weight_update_time: 0.1585003138, other_time: 2.4843673706
epoch time: 5.6254858971s, input_fired_time: 0.0754352883, output_fired_time: 0.0000000000, propagate_forward_time: 5.1131892204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368615150
validation[          , genome  4419] predictions:    9573/  10000 (95.73%), best:    9684/10000 (96.84%), error:      1431.35364, best error:      1068.26196 on epoch:    48, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 70.1163482666s, input_fired_time: 0.6043444276, output_fired_time: 0.5924571753, propagate_forward_time: 26.1086082458, propagate_backward_time: 40.3126983643, weight_update_time: 0.1600887179, other_time: 2.4982337952
epoch time: 5.6373953819s, input_fired_time: 0.0757625327, output_fired_time: 0.0000000000, propagate_forward_time: 5.1233453751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382872581
validation[          , genome  4419] predictions:    9648/  10000 (96.48%), best:    9684/10000 (96.84%), error:      1212.64893, best error:      1068.26196 on epoch:    48, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 69.7212753296s, input_fired_time: 0.5994614959, output_fired_time: 0.5816559792, propagate_forward_time: 25.9812145233, propagate_backward_time: 40.0938224792, weight_update_time: 0.1586824208, other_time: 2.4651145935
epoch time: 5.7864513397s, input_fired_time: 0.0776305124, output_fired_time: 0.0000000000, propagate_forward_time: 5.2663102150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425106049
validation[          , genome  4419] predictions:    9662/  10000 (96.62%), best:    9684/10000 (96.84%), error:      1146.40247, best error:      1068.26196 on epoch:    48, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 69.9754562378s, input_fired_time: 0.6034063101, output_fired_time: 0.5893478394, propagate_forward_time: 26.0638751984, propagate_backward_time: 40.2224197388, weight_update_time: 0.1579424143, other_time: 2.4964065552
epoch time: 5.5369734764s, input_fired_time: 0.0770192891, output_fired_time: 0.0000000000, propagate_forward_time: 5.0210981369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388561249
validation[          , genome  4419] predictions:    9658/  10000 (96.58%), best:    9684/10000 (96.84%), error:      1195.94604, best error:      1068.26196 on epoch:    48, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 69.3413696289s, input_fired_time: 0.5979425907, output_fired_time: 0.5811802149, propagate_forward_time: 25.7140274048, propagate_backward_time: 39.9621200562, weight_update_time: 0.1573698372, other_time: 2.4860992432
epoch time: 5.7413740158s, input_fired_time: 0.0782270059, output_fired_time: 0.0000000000, propagate_forward_time: 5.2210559845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420909882
validation[          , genome  4419] predictions:    9658/  10000 (96.58%), best:    9684/10000 (96.84%), error:      1147.23193, best error:      1068.26196 on epoch:    48, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 69.6903381348s, input_fired_time: 0.5995010734, output_fired_time: 0.5862554908, propagate_forward_time: 25.8742542267, propagate_backward_time: 40.1437683105, weight_update_time: 0.1574661285, other_time: 2.4865570068
epoch time: 5.7307190895s, input_fired_time: 0.0781576112, output_fired_time: 0.0000000000, propagate_forward_time: 5.2053370476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472246170
validation[          , genome  4419] predictions:    9464/  10000 (94.64%), best:    9684/10000 (96.84%), error:      1753.02673, best error:      1068.26196 on epoch:    48, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 69.7940216064s, input_fired_time: 0.6083070040, output_fired_time: 0.5863367915, propagate_forward_time: 25.9856815338, propagate_backward_time: 40.1144104004, weight_update_time: 0.1584098935, other_time: 2.4992904663
epoch time: 5.4091181755s, input_fired_time: 0.0752558559, output_fired_time: 0.0000000000, propagate_forward_time: 4.9053692818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284930229
validation[          , genome  4419] predictions:    9649/  10000 (96.49%), best:    9684/10000 (96.84%), error:      1138.35632, best error:      1068.26196 on epoch:    48, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 69.1780700684s, input_fired_time: 0.6021063328, output_fired_time: 0.5833398104, propagate_forward_time: 25.6803016663, propagate_backward_time: 39.8179817200, weight_update_time: 0.1587861776, other_time: 2.4943389893
epoch time: 5.5589761734s, input_fired_time: 0.0750893652, output_fired_time: 0.0000000000, propagate_forward_time: 5.0485973358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352893829
validation[          , genome  4419] predictions:    9658/  10000 (96.58%), best:    9684/10000 (96.84%), error:      1169.70874, best error:      1068.26196 on epoch:    48, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 69.8560028076s, input_fired_time: 0.5978294015, output_fired_time: 0.5894922018, propagate_forward_time: 25.9767475128, propagate_backward_time: 40.2071189880, weight_update_time: 0.1599226147, other_time: 2.4848136902
epoch time: 5.6150140762s, input_fired_time: 0.0752065107, output_fired_time: 0.0000000000, propagate_forward_time: 5.1103286743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4294791222
validation[          , genome  4419] predictions:    9635/  10000 (96.35%), best:    9684/10000 (96.84%), error:      1241.91370, best error:      1068.26196 on epoch:    48, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 69.6301727295s, input_fired_time: 0.6028623581, output_fired_time: 0.5843462348, propagate_forward_time: 25.8201656342, propagate_backward_time: 40.1261177063, weight_update_time: 0.1588675976, other_time: 2.4966850281
epoch time: 5.4839482307s, input_fired_time: 0.0733718872, output_fired_time: 0.0000000000, propagate_forward_time: 4.9865584373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240179062
validation[          , genome  4419] predictions:    9679/  10000 (96.79%), best:    9684/10000 (96.84%), error:      1110.29395, best error:      1068.26196 on epoch:    48, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 69.2998428345s, input_fired_time: 0.6016420126, output_fired_time: 0.5903931856, propagate_forward_time: 25.8057651520, propagate_backward_time: 39.8121948242, weight_update_time: 0.1608984768, other_time: 2.4898529053
epoch time: 5.6351571083s, input_fired_time: 0.0768892765, output_fired_time: 0.0000000000, propagate_forward_time: 5.1267957687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314718246
validation[          , genome  4419] predictions:    9613/  10000 (96.13%), best:    9684/10000 (96.84%), error:      1276.58850, best error:      1068.26196 on epoch:    48, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 69.6823196411s, input_fired_time: 0.6036613584, output_fired_time: 0.5875243545, propagate_forward_time: 25.9300308228, propagate_backward_time: 40.0860862732, weight_update_time: 0.1601923853, other_time: 2.4750175476
epoch time: 5.6564974785s, input_fired_time: 0.0774221495, output_fired_time: 0.0000000000, propagate_forward_time: 5.1420507431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370245934
validation[          , genome  4419] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1079.90723, best error:      1068.26196 on epoch:    48, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 69.6635360718s, input_fired_time: 0.6049905419, output_fired_time: 0.5894510746, propagate_forward_time: 25.8932991028, propagate_backward_time: 40.0859107971, weight_update_time: 0.1568458676, other_time: 2.4898834229
epoch time: 5.8680396080s, input_fired_time: 0.0781246126, output_fired_time: 0.0000000000, propagate_forward_time: 5.3492689133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406461716
validation[          , genome  4419] predictions:    9663/  10000 (96.63%), best:    9684/10000 (96.84%), error:      1104.78979, best error:      1068.26196 on epoch:    48, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 69.8283309937s, input_fired_time: 0.6011414528, output_fired_time: 0.5896592140, propagate_forward_time: 25.9314289093, propagate_backward_time: 40.2355766296, weight_update_time: 0.1590856910, other_time: 2.4705238342
epoch time: 5.7979521751s, input_fired_time: 0.0768571720, output_fired_time: 0.0000000000, propagate_forward_time: 5.2744798660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466152191
validation[          , genome  4419] predictions:    9671/  10000 (96.71%), best:    9684/10000 (96.84%), error:      1129.72559, best error:      1068.26196 on epoch:    48, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 69.5395965576s, input_fired_time: 0.6046746969, output_fired_time: 0.5871024728, propagate_forward_time: 25.7977848053, propagate_backward_time: 40.0580444336, weight_update_time: 0.1592904180, other_time: 2.4919891357
epoch time: 5.6086459160s, input_fired_time: 0.0776554272, output_fired_time: 0.0000000000, propagate_forward_time: 5.0913786888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396119118
validation[          , genome  4419] predictions:    9648/  10000 (96.48%), best:    9684/10000 (96.84%), error:      1163.98328, best error:      1068.26196 on epoch:    48, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.8700561523s, input_fired_time: 0.6010109782, output_fired_time: 0.5812640786, propagate_forward_time: 25.5141181946, propagate_backward_time: 39.6901054382, weight_update_time: 0.1569901109, other_time: 2.4835586548
epoch time: 5.7855978012s, input_fired_time: 0.0761494040, output_fired_time: 0.0000000000, propagate_forward_time: 5.2729282379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365200996
validation[          , genome  4419] predictions:    9658/  10000 (96.58%), best:    9684/10000 (96.84%), error:      1155.24097, best error:      1068.26196 on epoch:    48, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 69.8460159302s, input_fired_time: 0.6076587439, output_fired_time: 0.5855233669, propagate_forward_time: 26.0101928711, propagate_backward_time: 40.1586227417, weight_update_time: 0.1575988978, other_time: 2.4840164185
epoch time: 5.6991300583s, input_fired_time: 0.0767396316, output_fired_time: 0.0000000000, propagate_forward_time: 5.1811585426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4412317276
validation[          , genome  4419] predictions:    9660/  10000 (96.60%), best:    9684/10000 (96.84%), error:      1153.43982, best error:      1068.26196 on epoch:    48, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 70.1968994141s, input_fired_time: 0.6072756648, output_fired_time: 0.5880377293, propagate_forward_time: 26.1102390289, propagate_backward_time: 40.3993034363, weight_update_time: 0.1598429084, other_time: 2.4920463562
epoch time: 5.6811022758s, input_fired_time: 0.0775890946, output_fired_time: 0.0000000000, propagate_forward_time: 5.1628794670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406337738
validation[          , genome  4419] predictions:    9649/  10000 (96.49%), best:    9684/10000 (96.84%), error:      1215.07141, best error:      1068.26196 on epoch:    48, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 69.5709915161s, input_fired_time: 0.6023176312, output_fired_time: 0.5917805433, propagate_forward_time: 25.8947906494, propagate_backward_time: 40.0047149658, weight_update_time: 0.1601536423, other_time: 2.4773864746
epoch time: 5.6995859146s, input_fired_time: 0.0777008086, output_fired_time: 0.0000000000, propagate_forward_time: 5.1677999496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540853500
validation[          , genome  4419] predictions:    9626/  10000 (96.26%), best:    9684/10000 (96.84%), error:      1224.63062, best error:      1068.26196 on epoch:    48, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 69.3610229492s, input_fired_time: 0.6013959646, output_fired_time: 0.5866491795, propagate_forward_time: 25.8280200958, propagate_backward_time: 39.8669967651, weight_update_time: 0.1577113420, other_time: 2.4779663086
epoch time: 5.7606835365s, input_fired_time: 0.0779394284, output_fired_time: 0.0000000000, propagate_forward_time: 5.2388834953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438605309
validation[          , genome  4419] predictions:    9676/  10000 (96.76%), best:    9684/10000 (96.84%), error:      1116.47485, best error:      1068.26196 on epoch:    48, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 69.8925399780s, input_fired_time: 0.6029272079, output_fired_time: 0.5858157873, propagate_forward_time: 26.0633258820, propagate_backward_time: 40.1686477661, weight_update_time: 0.1575533748, other_time: 2.4718246460
epoch time: 5.7043609619s, input_fired_time: 0.0784144402, output_fired_time: 0.0000000000, propagate_forward_time: 5.1849417686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410047531
validation[          , genome  4419] predictions:    9691/  10000 (96.91%), best:    9684/10000 (96.84%), error:      1093.36438, best error:      1068.26196 on epoch:    48, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 68.9263305664s, input_fired_time: 0.6015129685, output_fired_time: 0.5822017193, propagate_forward_time: 25.7294731140, propagate_backward_time: 39.5402526855, weight_update_time: 0.1620068848, other_time: 2.4728889465
epoch time: 5.6895484924s, input_fired_time: 0.0786744356, output_fired_time: 0.0000000000, propagate_forward_time: 5.1673884392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434857368
validation[          , genome  4419] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1045.49548, best error:      1045.49548 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 69.8650054932s, input_fired_time: 0.5996671319, output_fired_time: 0.5864032507, propagate_forward_time: 26.0018138885, propagate_backward_time: 40.1988830566, weight_update_time: 0.1589961797, other_time: 2.4782333374
epoch time: 5.7575411797s, input_fired_time: 0.0783859193, output_fired_time: 0.0000000000, propagate_forward_time: 5.2347626686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443926811
validation[          , genome  4419] predictions:    9660/  10000 (96.60%), best:    9700/10000 (97.00%), error:      1126.11438, best error:      1045.49548 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 70.0960388184s, input_fired_time: 0.6058783531, output_fired_time: 0.5928861499, propagate_forward_time: 26.1245651245, propagate_backward_time: 40.2837677002, weight_update_time: 0.1600046307, other_time: 2.4889373779
epoch time: 5.4136424065s, input_fired_time: 0.0751904771, output_fired_time: 0.0000000000, propagate_forward_time: 4.9132456779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252061844
validation[          , genome  4419] predictions:    9692/  10000 (96.92%), best:    9700/10000 (97.00%), error:      1052.21594, best error:      1045.49548 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 69.6985855103s, input_fired_time: 0.6082397699, output_fired_time: 0.5899549127, propagate_forward_time: 25.9502334595, propagate_backward_time: 40.0768280029, weight_update_time: 0.1585963666, other_time: 2.4733276367
epoch time: 5.7323279381s, input_fired_time: 0.0782938004, output_fired_time: 0.0000000000, propagate_forward_time: 5.2174673080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365668297
validation[          , genome  4419] predictions:    9524/  10000 (95.24%), best:    9700/10000 (97.00%), error:      1592.67065, best error:      1045.49548 on epoch:    97, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 28.7040309906s, input_fired_time: 0.3898498416, output_fired_time: 0.0000000000, propagate_forward_time: 26.0420932770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2720870972
best training[          , genome  4419] predictions:   49162/  50000 (98.32%), best:    9700/10000 (97.00%), error:      3102.38403, best error:      1045.49548 on epoch:    97, 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: 5.8664698601s, input_fired_time: 0.0774141029, output_fired_time: 0.0000000000, propagate_forward_time: 5.3491897583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398660660
   testing[          , genome  4419] predictions:    9705/  10000 (97.05%), best:    9700/10000 (97.00%), error:       981.96191, best error:      1045.49548 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:12:00 (4332): called boinc_finish(0)

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