Nameexact_genome_1512568488_45_6421_1
Workunit2603308
Created7 Dec 2017, 19:42:15 UTC
Sent7 Dec 2017, 19:44:43 UTC
Report deadline11 Dec 2017, 17:00:13 UTC
Received8 Dec 2017, 18:27:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time1 hours 59 min 17 sec
CPU time1 hours 58 min 56 sec
Validate stateValid
Credit971.44
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.11 MB
Peak swap size152.07 MB
Peak disk usage1.12 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: 64.5237731934s, input_fired_time: 0.6700989008, output_fired_time: 0.5486441255, propagate_forward_time: 25.1091232300, propagate_backward_time: 36.2708129883, weight_update_time: 0.1234524697, other_time: 1.9250946045
epoch time: 5.4470744133s, input_fired_time: 0.0740997717, output_fired_time: 0.0000000000, propagate_forward_time: 5.0270280838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459467888
validation[          , genome  6421] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1047.08057, best error:      1047.08057 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.8547821045s, input_fired_time: 0.7052145004, output_fired_time: 0.5532175899, propagate_forward_time: 25.2745704651, propagate_backward_time: 36.3834686279, weight_update_time: 0.1242801175, other_time: 1.9383087158
epoch time: 5.4612717628s, input_fired_time: 0.0760450363, output_fired_time: 0.0000000000, propagate_forward_time: 5.0377326012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474941254
validation[          , genome  6421] predictions:    9635/  10000 (96.35%), best:    9682/10000 (96.82%), error:      1150.13379, best error:      1047.08057 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.7334518433s, input_fired_time: 0.6744744778, output_fired_time: 0.5519637465, propagate_forward_time: 25.1721649170, propagate_backward_time: 36.3978462219, weight_update_time: 0.1242596209, other_time: 1.9370002747
epoch time: 5.4385566711s, input_fired_time: 0.0746839195, output_fired_time: 0.0000000000, propagate_forward_time: 5.0175251961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463473320
validation[          , genome  6421] predictions:    9663/  10000 (96.63%), best:    9682/10000 (96.82%), error:      1076.90967, best error:      1047.08057 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.9178237915s, input_fired_time: 0.6789329648, output_fired_time: 0.5540810227, propagate_forward_time: 25.2161941528, propagate_backward_time: 36.5302391052, weight_update_time: 0.1250262856, other_time: 1.9383773804
epoch time: 5.4115409851s, input_fired_time: 0.0748714954, output_fired_time: 0.0000000000, propagate_forward_time: 4.9908003807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458690643
validation[          , genome  6421] predictions:    9658/  10000 (96.58%), best:    9682/10000 (96.82%), error:      1069.62158, best error:      1047.08057 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 65.4652023315s, input_fired_time: 0.6915373802, output_fired_time: 0.5696085691, propagate_forward_time: 25.2561435699, propagate_backward_time: 36.9293861389, weight_update_time: 0.1266493350, other_time: 2.0185279846
epoch time: 5.4197330475s, input_fired_time: 0.0751493424, output_fired_time: 0.0000000000, propagate_forward_time: 4.9977822304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468012810
validation[          , genome  6421] predictions:    9662/  10000 (96.62%), best:    9682/10000 (96.82%), error:      1085.45837, best error:      1047.08057 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 65.2237472534s, input_fired_time: 0.6842813492, output_fired_time: 0.5537202358, propagate_forward_time: 25.3620777130, propagate_backward_time: 36.6828384399, weight_update_time: 0.1248839870, other_time: 1.9408340454
epoch time: 5.4774723053s, input_fired_time: 0.0766445547, output_fired_time: 0.0000000000, propagate_forward_time: 5.0531439781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476839066
validation[          , genome  6421] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       973.80884, best error:       973.80884 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.9105682373s, input_fired_time: 0.6816494465, output_fired_time: 0.5534463525, propagate_forward_time: 25.2629585266, propagate_backward_time: 36.4813575745, weight_update_time: 0.1252607107, other_time: 1.9311561584
epoch time: 5.4733548164s, input_fired_time: 0.0760721937, output_fired_time: 0.0000000000, propagate_forward_time: 5.0488877296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483948708
validation[          , genome  6421] predictions:    9689/  10000 (96.89%), best:    9699/10000 (96.99%), error:       993.67389, best error:       973.80884 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.9162139893s, input_fired_time: 0.6815941334, output_fired_time: 0.5533567667, propagate_forward_time: 25.2235679626, propagate_backward_time: 36.5239295959, weight_update_time: 0.1248979121, other_time: 1.9337654114
epoch time: 5.4661760330s, input_fired_time: 0.0757555366, output_fired_time: 0.0000000000, propagate_forward_time: 5.0426368713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477835655
validation[          , genome  6421] predictions:    9677/  10000 (96.77%), best:    9699/10000 (96.99%), error:      1009.05713, best error:       973.80884 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.9133529663s, input_fired_time: 0.6818132401, output_fired_time: 0.5525043011, propagate_forward_time: 25.2252922058, propagate_backward_time: 36.5190315247, weight_update_time: 0.1251329929, other_time: 1.9347076416
epoch time: 5.4656939507s, input_fired_time: 0.0755800754, output_fired_time: 0.0000000000, propagate_forward_time: 5.0420484543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480653763
validation[          , genome  6421] predictions:    9673/  10000 (96.73%), best:    9699/10000 (96.99%), error:       994.32330, best error:       973.80884 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 66.2658538818s, input_fired_time: 0.6972082853, output_fired_time: 0.5804307461, propagate_forward_time: 25.4984703064, propagate_backward_time: 37.4387245178, weight_update_time: 0.1293748319, other_time: 2.0510253906
epoch time: 5.4866662025s, input_fired_time: 0.0756436810, output_fired_time: 0.0000000000, propagate_forward_time: 5.0637454987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472771645
validation[          , genome  6421] predictions:    9679/  10000 (96.79%), best:    9699/10000 (96.99%), error:       986.78333, best error:       973.80884 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 65.0620880127s, input_fired_time: 0.6845015883, output_fired_time: 0.5552109480, propagate_forward_time: 25.3344802856, propagate_backward_time: 36.5535736084, weight_update_time: 0.1256476790, other_time: 1.9343223572
epoch time: 5.4873776436s, input_fired_time: 0.0760758221, output_fired_time: 0.0000000000, propagate_forward_time: 5.0642714500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470301628
validation[          , genome  6421] predictions:    9643/  10000 (96.43%), best:    9699/10000 (96.99%), error:      1167.05334, best error:       973.80884 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 65.0513839722s, input_fired_time: 0.6852010489, output_fired_time: 0.5549185276, propagate_forward_time: 25.3340225220, propagate_backward_time: 36.5487060547, weight_update_time: 0.1253925264, other_time: 1.9285316467
epoch time: 5.4888896942s, input_fired_time: 0.0753634125, output_fired_time: 0.0000000000, propagate_forward_time: 5.0649576187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485684395
validation[          , genome  6421] predictions:    9668/  10000 (96.68%), best:    9699/10000 (96.99%), error:      1103.18225, best error:       973.80884 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 67.5951538086s, input_fired_time: 0.7147504687, output_fired_time: 0.6140167117, propagate_forward_time: 25.6689147949, propagate_backward_time: 38.4039459229, weight_update_time: 0.1347085387, other_time: 2.1935272217
epoch time: 5.5970945358s, input_fired_time: 0.0786741152, output_fired_time: 0.0000000000, propagate_forward_time: 5.1197209358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986992836
validation[          , genome  6421] predictions:    9697/  10000 (96.97%), best:    9699/10000 (96.99%), error:       984.75323, best error:       973.80884 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 66.1384582520s, input_fired_time: 0.6975728273, output_fired_time: 0.5792365670, propagate_forward_time: 25.4344711304, propagate_backward_time: 37.3700256348, weight_update_time: 0.1293057352, other_time: 2.0571517944
epoch time: 5.4673790932s, input_fired_time: 0.0754761845, output_fired_time: 0.0000000000, propagate_forward_time: 5.0437574387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481454849
validation[          , genome  6421] predictions:    9686/  10000 (96.86%), best:    9699/10000 (96.99%), error:      1030.73792, best error:       973.80884 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.9317779541s, input_fired_time: 0.6850562692, output_fired_time: 0.5555214882, propagate_forward_time: 25.2168521881, propagate_backward_time: 36.5389099121, weight_update_time: 0.1252040416, other_time: 1.9354324341
epoch time: 5.4705553055s, input_fired_time: 0.0758883059, output_fired_time: 0.0000000000, propagate_forward_time: 5.0470314026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476357460
validation[          , genome  6421] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       944.53467, best error:       944.53467 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.6719512939s, input_fired_time: 0.6826252341, output_fired_time: 0.5534675121, propagate_forward_time: 25.0916252136, propagate_backward_time: 36.4043693542, weight_update_time: 0.1243991181, other_time: 1.9398651123
epoch time: 5.4142804146s, input_fired_time: 0.0754239932, output_fired_time: 0.0000000000, propagate_forward_time: 4.9918537140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470025063
validation[          , genome  6421] predictions:    9624/  10000 (96.24%), best:    9714/10000 (97.14%), error:      1194.75110, best error:       944.53467 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.3182220459s, input_fired_time: 0.6763787866, output_fired_time: 0.5494930148, propagate_forward_time: 24.9836082458, propagate_backward_time: 36.1796073914, weight_update_time: 0.1235528439, other_time: 1.9291343689
epoch time: 5.4447789192s, input_fired_time: 0.0762927532, output_fired_time: 0.0000000000, propagate_forward_time: 5.0130510330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554353714
validation[          , genome  6421] predictions:    9607/  10000 (96.07%), best:    9714/10000 (97.14%), error:      1222.67834, best error:       944.53467 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.1139221191s, input_fired_time: 0.6968768239, output_fired_time: 0.5470767617, propagate_forward_time: 24.9008636475, propagate_backward_time: 36.0371818542, weight_update_time: 0.1225957349, other_time: 1.9319229126
epoch time: 5.5078358650s, input_fired_time: 0.0770514458, output_fired_time: 0.0000000000, propagate_forward_time: 5.0567450523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740391731
validation[          , genome  6421] predictions:    9689/  10000 (96.89%), best:    9714/10000 (97.14%), error:      1043.18262, best error:       944.53467 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.7205123901s, input_fired_time: 0.6997956038, output_fired_time: 0.5553287268, propagate_forward_time: 25.1314964294, propagate_backward_time: 36.4012107849, weight_update_time: 0.1237249970, other_time: 1.9326782227
epoch time: 5.4175462723s, input_fired_time: 0.0766018182, output_fired_time: 0.0000000000, propagate_forward_time: 4.9935164452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474278450
validation[          , genome  6421] predictions:    9652/  10000 (96.52%), best:    9714/10000 (97.14%), error:      1112.43225, best error:       944.53467 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.3175125122s, input_fired_time: 0.6808102727, output_fired_time: 0.5520297885, propagate_forward_time: 24.9683094025, propagate_backward_time: 36.1889686584, weight_update_time: 0.1237569153, other_time: 1.9273948669
epoch time: 5.4132738113s, input_fired_time: 0.0756908730, output_fired_time: 0.0000000000, propagate_forward_time: 4.9918193817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457636833
validation[          , genome  6421] predictions:    9677/  10000 (96.77%), best:    9714/10000 (97.14%), error:      1046.02881, best error:       944.53467 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.7563934326s, input_fired_time: 0.6777546406, output_fired_time: 0.5484907031, propagate_forward_time: 25.2291202545, propagate_backward_time: 36.3730049133, weight_update_time: 0.1234987751, other_time: 1.9280204773
epoch time: 5.4637737274s, input_fired_time: 0.0770864114, output_fired_time: 0.0000000000, propagate_forward_time: 5.0405306816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461565971
validation[          , genome  6421] predictions:    9689/  10000 (96.89%), best:    9714/10000 (97.14%), error:      1015.31012, best error:       944.53467 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.9078674316s, input_fired_time: 0.6875987053, output_fired_time: 0.5531212091, propagate_forward_time: 25.2612514496, propagate_backward_time: 36.4740066528, weight_update_time: 0.1252662539, other_time: 1.9318923950
epoch time: 5.5461807251s, input_fired_time: 0.0760359541, output_fired_time: 0.0000000000, propagate_forward_time: 5.1238560677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462886810
validation[          , genome  6421] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       973.11060, best error:       944.53467 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.0418243408s, input_fired_time: 0.6878038049, output_fired_time: 0.5535959601, propagate_forward_time: 25.3240051270, propagate_backward_time: 36.5440902710, weight_update_time: 0.1252166778, other_time: 1.9323272705
epoch time: 5.4927639961s, input_fired_time: 0.0781049132, output_fired_time: 0.0000000000, propagate_forward_time: 5.0666818619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479771614
validation[          , genome  6421] predictions:    9660/  10000 (96.60%), best:    9714/10000 (97.14%), error:      1011.64148, best error:       944.53467 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 65.0638809204s, input_fired_time: 0.6910018921, output_fired_time: 0.5549657941, propagate_forward_time: 25.3324985504, propagate_backward_time: 36.5536956787, weight_update_time: 0.1253592521, other_time: 1.9317169189
epoch time: 5.5354003906s, input_fired_time: 0.0777774155, output_fired_time: 0.0000000000, propagate_forward_time: 5.1108007431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468222618
validation[          , genome  6421] predictions:    9642/  10000 (96.42%), best:    9714/10000 (97.14%), error:      1059.68079, best error:       944.53467 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.4147338867s, input_fired_time: 0.7025299668, output_fired_time: 0.5860417485, propagate_forward_time: 25.4462471008, propagate_backward_time: 37.5641937256, weight_update_time: 0.1296613961, other_time: 2.1157188416
epoch time: 5.4095916748s, input_fired_time: 0.0772529468, output_fired_time: 0.0000000000, propagate_forward_time: 4.9854950905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468437195
validation[          , genome  6421] predictions:    9691/  10000 (96.91%), best:    9714/10000 (97.14%), error:       985.02112, best error:       944.53467 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 65.2819747925s, input_fired_time: 0.7052871585, output_fired_time: 0.5514355302, propagate_forward_time: 25.3592338562, propagate_backward_time: 36.7320594788, weight_update_time: 0.1239509583, other_time: 1.9339599609
epoch time: 5.5255475044s, input_fired_time: 0.0784544125, output_fired_time: 0.0000000000, propagate_forward_time: 5.1001348495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469581604
validation[          , genome  6421] predictions:    9690/  10000 (96.90%), best:    9714/10000 (97.14%), error:      1045.18750, best error:       944.53467 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.6819610596s, input_fired_time: 0.6912969351, output_fired_time: 0.5545100570, propagate_forward_time: 25.1305789948, propagate_backward_time: 36.3701782227, weight_update_time: 0.1242511272, other_time: 1.9354019165
epoch time: 5.5588102341s, input_fired_time: 0.0791720152, output_fired_time: 0.0000000000, propagate_forward_time: 5.0789375305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007005692
validation[          , genome  6421] predictions:    9659/  10000 (96.59%), best:    9714/10000 (97.14%), error:      1126.87732, best error:       944.53467 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 66.8124465942s, input_fired_time: 0.7114791870, output_fired_time: 0.6089917421, propagate_forward_time: 25.3780364990, propagate_backward_time: 37.9168357849, weight_update_time: 0.1331920773, other_time: 2.1971015930
epoch time: 5.6796383858s, input_fired_time: 0.0862406343, output_fired_time: 0.0000000000, propagate_forward_time: 5.1927900314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006075859
validation[          , genome  6421] predictions:    9688/  10000 (96.88%), best:    9714/10000 (97.14%), error:       999.09668, best error:       944.53467 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 66.5597457886s, input_fired_time: 0.7077999711, output_fired_time: 0.5985032320, propagate_forward_time: 25.3980617523, propagate_backward_time: 37.7236328125, weight_update_time: 0.1308267415, other_time: 2.1317443848
epoch time: 5.4165453911s, input_fired_time: 0.0772509128, output_fired_time: 0.0000000000, propagate_forward_time: 4.9930124283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462820053
validation[          , genome  6421] predictions:    9656/  10000 (96.56%), best:    9714/10000 (97.14%), error:      1048.08875, best error:       944.53467 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 64.7138061523s, input_fired_time: 0.7198378444, output_fired_time: 0.5533005595, propagate_forward_time: 25.2433834076, propagate_backward_time: 36.2707138062, weight_update_time: 0.1238628328, other_time: 1.9265747070
epoch time: 5.4483146667s, input_fired_time: 0.0772845149, output_fired_time: 0.0000000000, propagate_forward_time: 5.0248370171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461933136
validation[          , genome  6421] predictions:    9700/  10000 (97.00%), best:    9714/10000 (97.14%), error:       967.29797, best error:       944.53467 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.8417816162s, input_fired_time: 0.6883292794, output_fired_time: 0.5521857738, propagate_forward_time: 25.2304306030, propagate_backward_time: 36.4437141418, weight_update_time: 0.1238804832, other_time: 1.9271202087
epoch time: 5.4725408554s, input_fired_time: 0.0776282176, output_fired_time: 0.0000000000, propagate_forward_time: 5.0463800430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485326767
validation[          , genome  6421] predictions:    9715/  10000 (97.15%), best:    9714/10000 (97.14%), error:       960.46143, best error:       944.53467 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.3670806885s, input_fired_time: 0.6876007915, output_fired_time: 0.5511958599, propagate_forward_time: 25.0051994324, propagate_backward_time: 36.1903686523, weight_update_time: 0.1237839907, other_time: 1.9327163696
epoch time: 5.4256978035s, input_fired_time: 0.0778227150, output_fired_time: 0.0000000000, propagate_forward_time: 5.0004611015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474140167
validation[          , genome  6421] predictions:    9707/  10000 (97.07%), best:    9714/10000 (97.14%), error:       956.30975, best error:       944.53467 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.3766555786s, input_fired_time: 0.6874647737, output_fired_time: 0.5532593131, propagate_forward_time: 24.9899120331, propagate_backward_time: 36.2123413086, weight_update_time: 0.1243319362, other_time: 1.9336776733
epoch time: 5.4243159294s, input_fired_time: 0.0787739828, output_fired_time: 0.0000000000, propagate_forward_time: 4.9971165657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484253883
validation[          , genome  6421] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       922.57910, best error:       922.57910 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.3751220703s, input_fired_time: 0.6873190999, output_fired_time: 0.5516368151, propagate_forward_time: 25.0053081512, propagate_backward_time: 36.1996040344, weight_update_time: 0.1240445003, other_time: 1.9312553406
epoch time: 5.4228954315s, input_fired_time: 0.0782268643, output_fired_time: 0.0000000000, propagate_forward_time: 4.9963793755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482890129
validation[          , genome  6421] predictions:    9700/  10000 (97.00%), best:    9715/10000 (97.15%), error:       939.38019, best error:       922.57910 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.3479232788s, input_fired_time: 0.6854181290, output_fired_time: 0.5498630404, propagate_forward_time: 25.0006942749, propagate_backward_time: 36.1853713989, weight_update_time: 0.1235845834, other_time: 1.9265785217
epoch time: 5.4204444885s, input_fired_time: 0.0782352835, output_fired_time: 0.0000000000, propagate_forward_time: 4.9950785637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471307755
validation[          , genome  6421] predictions:    9695/  10000 (96.95%), best:    9715/10000 (97.15%), error:       940.75104, best error:       922.57910 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.6400833130s, input_fired_time: 0.6894801855, output_fired_time: 0.5526643991, propagate_forward_time: 25.1242694855, propagate_backward_time: 36.3236389160, weight_update_time: 0.1240824834, other_time: 1.9500274658
epoch time: 5.5247364044s, input_fired_time: 0.0783450752, output_fired_time: 0.0000000000, propagate_forward_time: 5.0903687477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560223579
validation[          , genome  6421] predictions:    9711/  10000 (97.11%), best:    9715/10000 (97.15%), error:       923.62384, best error:       922.57910 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.8120346069s, input_fired_time: 0.6893026233, output_fired_time: 0.5609834790, propagate_forward_time: 25.2116317749, propagate_backward_time: 36.4243125916, weight_update_time: 0.1239809617, other_time: 1.9258079529
epoch time: 5.4235029221s, input_fired_time: 0.0780755505, output_fired_time: 0.0000000000, propagate_forward_time: 4.9993081093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461194038
validation[          , genome  6421] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       913.47412, best error:       913.47412 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.5082397461s, input_fired_time: 0.6873394251, output_fired_time: 0.5513046980, propagate_forward_time: 25.0366458893, propagate_backward_time: 36.3022422791, weight_update_time: 0.1238381863, other_time: 1.9307060242
epoch time: 5.4975147247s, input_fired_time: 0.0779811889, output_fired_time: 0.0000000000, propagate_forward_time: 5.0504784584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690552711
validation[          , genome  6421] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       852.09607, best error:       852.09607 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.0528106689s, input_fired_time: 0.6974152327, output_fired_time: 0.5517903566, propagate_forward_time: 25.2254314423, propagate_backward_time: 36.6378211975, weight_update_time: 0.1247930899, other_time: 1.9403495789
epoch time: 5.4688997269s, input_fired_time: 0.0777857155, output_fired_time: 0.0000000000, propagate_forward_time: 5.0453734398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457407951
validation[          , genome  6421] predictions:    9687/  10000 (96.87%), best:    9751/10000 (97.51%), error:      1003.16357, best error:       852.09607 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.9494476318s, input_fired_time: 0.6956366897, output_fired_time: 0.5549583435, propagate_forward_time: 25.2472343445, propagate_backward_time: 36.5251007080, weight_update_time: 0.1252735257, other_time: 1.9265213013
epoch time: 5.4681992531s, input_fired_time: 0.0788447708, output_fired_time: 0.0000000000, propagate_forward_time: 5.0428643227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464903831
validation[          , genome  6421] predictions:    9580/  10000 (95.80%), best:    9751/10000 (97.51%), error:      1199.82056, best error:       852.09607 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 65.1285629272s, input_fired_time: 0.6905848384, output_fired_time: 0.5457858443, propagate_forward_time: 25.4200420380, propagate_backward_time: 36.5455780029, weight_update_time: 0.1247362643, other_time: 1.9265747070
epoch time: 5.5116906166s, input_fired_time: 0.0776734874, output_fired_time: 0.0000000000, propagate_forward_time: 5.0881500244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458671570
validation[          , genome  6421] predictions:    9691/  10000 (96.91%), best:    9751/10000 (97.51%), error:       991.47388, best error:       852.09607 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.9157867432s, input_fired_time: 0.6956026554, output_fired_time: 0.5553823709, propagate_forward_time: 25.2424144745, propagate_backward_time: 36.4919357300, weight_update_time: 0.1252391785, other_time: 1.9304504395
epoch time: 5.4687886238s, input_fired_time: 0.0789818987, output_fired_time: 0.0000000000, propagate_forward_time: 5.0440268517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457798958
validation[          , genome  6421] predictions:    9697/  10000 (96.97%), best:    9751/10000 (97.51%), error:       936.44751, best error:       852.09607 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 64.6741180420s, input_fired_time: 0.6902355552, output_fired_time: 0.5527994037, propagate_forward_time: 25.0706386566, propagate_backward_time: 36.3981819153, weight_update_time: 0.1256456971, other_time: 1.9622612000
epoch time: 5.4033412933s, input_fired_time: 0.0768309981, output_fired_time: 0.0000000000, propagate_forward_time: 4.9779276848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485827446
validation[          , genome  6421] predictions:    9658/  10000 (96.58%), best:    9751/10000 (97.51%), error:      1125.12085, best error:       852.09607 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.2040176392s, input_fired_time: 0.6943650246, output_fired_time: 0.5521442890, propagate_forward_time: 25.2535896301, propagate_backward_time: 36.7511863708, weight_update_time: 0.1245267093, other_time: 1.9527320862
epoch time: 5.4767508507s, input_fired_time: 0.0791276768, output_fired_time: 0.0000000000, propagate_forward_time: 5.0501251221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474979401
validation[          , genome  6421] predictions:    9688/  10000 (96.88%), best:    9751/10000 (97.51%), error:       956.76617, best error:       852.09607 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.9551239014s, input_fired_time: 0.6957449913, output_fired_time: 0.5543730855, propagate_forward_time: 25.2798843384, propagate_backward_time: 36.4976654053, weight_update_time: 0.1248693466, other_time: 1.9274520874
epoch time: 5.4429168701s, input_fired_time: 0.0786806494, output_fired_time: 0.0000000000, propagate_forward_time: 5.0173587799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468775749
validation[          , genome  6421] predictions:    9680/  10000 (96.80%), best:    9751/10000 (97.51%), error:      1008.58496, best error:       852.09607 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.5874633789s, input_fired_time: 0.6904363632, output_fired_time: 0.5490813255, propagate_forward_time: 25.1419010162, propagate_backward_time: 36.2790222168, weight_update_time: 0.1236836314, other_time: 1.9270248413
epoch time: 5.4406995773s, input_fired_time: 0.0783758387, output_fired_time: 0.0000000000, propagate_forward_time: 5.0144281387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3478956223
validation[          , genome  6421] predictions:    9570/  10000 (95.70%), best:    9751/10000 (97.51%), error:      1388.88184, best error:       852.09607 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.9246826172s, input_fired_time: 0.6896176934, output_fired_time: 0.5497123599, propagate_forward_time: 25.2395915985, propagate_backward_time: 36.5105018616, weight_update_time: 0.1239907220, other_time: 1.9352531433
epoch time: 5.4490876198s, input_fired_time: 0.0790345222, output_fired_time: 0.0000000000, propagate_forward_time: 5.0236573219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463959694
validation[          , genome  6421] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:      1010.27960, best error:       852.09607 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.8579025269s, input_fired_time: 0.6950197816, output_fired_time: 0.5534407496, propagate_forward_time: 25.1338520050, propagate_backward_time: 36.5402908325, weight_update_time: 0.1245627701, other_time: 1.9352951050
epoch time: 5.4307813644s, input_fired_time: 0.0773460716, output_fired_time: 0.0000000000, propagate_forward_time: 5.0071382523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462972641
validation[          , genome  6421] predictions:    9685/  10000 (96.85%), best:    9751/10000 (97.51%), error:      1004.67456, best error:       852.09607 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.9442901611s, input_fired_time: 0.7399435043, output_fired_time: 0.5548546314, propagate_forward_time: 25.1811542511, propagate_backward_time: 36.5226135254, weight_update_time: 0.1240418628, other_time: 1.9457244873
epoch time: 5.5518984795s, input_fired_time: 0.0794806704, output_fired_time: 0.0000000000, propagate_forward_time: 5.0719804764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004373550
validation[          , genome  6421] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       901.13641, best error:       852.09607 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 66.6932525635s, input_fired_time: 0.7198522091, output_fired_time: 0.6079403758, propagate_forward_time: 25.3264656067, propagate_backward_time: 37.8489799500, weight_update_time: 0.1326642483, other_time: 2.1900177002
epoch time: 5.5465226173s, input_fired_time: 0.0808058456, output_fired_time: 0.0000000000, propagate_forward_time: 5.0648140907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4009027481
validation[          , genome  6421] predictions:    9716/  10000 (97.16%), best:    9751/10000 (97.51%), error:       907.02374, best error:       852.09607 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 66.5022964478s, input_fired_time: 0.7148098946, output_fired_time: 0.5937829018, propagate_forward_time: 25.4898357391, propagate_backward_time: 37.5719528198, weight_update_time: 0.1297357976, other_time: 2.1319122314
epoch time: 5.5719475746s, input_fired_time: 0.0821716487, output_fired_time: 0.0000000000, propagate_forward_time: 5.1168270111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729491234
validation[          , genome  6421] predictions:    9640/  10000 (96.40%), best:    9751/10000 (97.51%), error:      1172.75378, best error:       852.09607 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 65.0503005981s, input_fired_time: 0.6943211555, output_fired_time: 0.5512434244, propagate_forward_time: 25.3368663788, propagate_backward_time: 36.5095672607, weight_update_time: 0.1240804121, other_time: 1.9583053589
epoch time: 5.4228749275s, input_fired_time: 0.0793242827, output_fired_time: 0.0000000000, propagate_forward_time: 4.9978780746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456726074
validation[          , genome  6421] predictions:    9687/  10000 (96.87%), best:    9751/10000 (97.51%), error:      1050.24500, best error:       852.09607 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 64.3973312378s, input_fired_time: 0.6915311217, output_fired_time: 0.5511009097, propagate_forward_time: 25.0126609802, propagate_backward_time: 36.2104530334, weight_update_time: 0.1238234639, other_time: 1.9315834045
epoch time: 5.4249944687s, input_fired_time: 0.0790718645, output_fired_time: 0.0000000000, propagate_forward_time: 4.9978270531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480954170
validation[          , genome  6421] predictions:    9690/  10000 (96.90%), best:    9751/10000 (97.51%), error:       962.13123, best error:       852.09607 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.4295959473s, input_fired_time: 0.6922882795, output_fired_time: 0.5521081686, propagate_forward_time: 25.0496921539, propagate_backward_time: 36.2036514282, weight_update_time: 0.1240579486, other_time: 1.9318542480
epoch time: 5.4311389923s, input_fired_time: 0.0798282400, output_fired_time: 0.0000000000, propagate_forward_time: 5.0043835640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469271660
validation[          , genome  6421] predictions:    9699/  10000 (96.99%), best:    9751/10000 (97.51%), error:       991.46539, best error:       852.09607 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.5030059814s, input_fired_time: 0.6949942708, output_fired_time: 0.5534855723, propagate_forward_time: 25.0116043091, propagate_backward_time: 36.3125572205, weight_update_time: 0.1235072836, other_time: 1.9303627014
epoch time: 5.4170188904s, input_fired_time: 0.0793173984, output_fired_time: 0.0000000000, propagate_forward_time: 4.9915018082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461995125
validation[          , genome  6421] predictions:    9712/  10000 (97.12%), best:    9751/10000 (97.51%), error:       962.69458, best error:       852.09607 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.1938476562s, input_fired_time: 0.7291573286, output_fired_time: 0.5509652495, propagate_forward_time: 25.3719635010, propagate_backward_time: 36.5959548950, weight_update_time: 0.1243015304, other_time: 1.9458084106
epoch time: 5.5063142776s, input_fired_time: 0.0802042559, output_fired_time: 0.0000000000, propagate_forward_time: 5.0789427757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471670151
validation[          , genome  6421] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:       929.29626, best error:       852.09607 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.9342498779s, input_fired_time: 0.7022286654, output_fired_time: 0.5554414988, propagate_forward_time: 25.2498817444, propagate_backward_time: 36.4830703735, weight_update_time: 0.1250409484, other_time: 1.9436225891
epoch time: 5.4289975166s, input_fired_time: 0.0804151520, output_fired_time: 0.0000000000, propagate_forward_time: 5.0017390251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468432426
validation[          , genome  6421] predictions:    9656/  10000 (96.56%), best:    9751/10000 (97.51%), error:      1093.71228, best error:       852.09607 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 64.6115493774s, input_fired_time: 0.6943463087, output_fired_time: 0.5504804850, propagate_forward_time: 25.0742416382, propagate_backward_time: 36.3615684509, weight_update_time: 0.1233028173, other_time: 1.9309120178
epoch time: 5.4437131882s, input_fired_time: 0.0781627670, output_fired_time: 0.0000000000, propagate_forward_time: 5.0171556473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483948708
validation[          , genome  6421] predictions:    9684/  10000 (96.84%), best:    9751/10000 (97.51%), error:      1058.64026, best error:       852.09607 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 64.5613250732s, input_fired_time: 0.6922750473, output_fired_time: 0.5476799011, propagate_forward_time: 25.1126632690, propagate_backward_time: 36.2844848633, weight_update_time: 0.1234447360, other_time: 1.9242210388
epoch time: 5.4415121078s, input_fired_time: 0.0789896026, output_fired_time: 0.0000000000, propagate_forward_time: 5.0169210434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456015587
validation[          , genome  6421] predictions:    9712/  10000 (97.12%), best:    9751/10000 (97.51%), error:       953.16058, best error:       852.09607 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 64.5263290405s, input_fired_time: 0.6937904358, output_fired_time: 0.5503854752, propagate_forward_time: 25.0764713287, propagate_backward_time: 36.2801437378, weight_update_time: 0.1234509349, other_time: 1.9255371094
epoch time: 5.4414725304s, input_fired_time: 0.0787145495, output_fired_time: 0.0000000000, propagate_forward_time: 5.0159077644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468503952
validation[          , genome  6421] predictions:    9660/  10000 (96.60%), best:    9751/10000 (97.51%), error:      1049.67908, best error:       852.09607 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.5697860718s, input_fired_time: 0.6951962709, output_fired_time: 0.5530070066, propagate_forward_time: 25.1079196930, propagate_backward_time: 36.2848205566, weight_update_time: 0.1237230599, other_time: 1.9288406372
epoch time: 5.4433736801s, input_fired_time: 0.0805256143, output_fired_time: 0.0000000000, propagate_forward_time: 5.0167431831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461050987
validation[          , genome  6421] predictions:    9706/  10000 (97.06%), best:    9751/10000 (97.51%), error:       956.93439, best error:       852.09607 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.5234756470s, input_fired_time: 0.6964712143, output_fired_time: 0.5530180931, propagate_forward_time: 25.0900402069, propagate_backward_time: 36.2548141479, weight_update_time: 0.1239249259, other_time: 1.9291305542
epoch time: 5.4512848854s, input_fired_time: 0.0799474418, output_fired_time: 0.0000000000, propagate_forward_time: 5.0252137184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461236954
validation[          , genome  6421] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       902.35687, best error:       852.09607 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.5316085815s, input_fired_time: 0.6967899799, output_fired_time: 0.5530760288, propagate_forward_time: 25.0899066925, propagate_backward_time: 36.2582778931, weight_update_time: 0.1243532524, other_time: 1.9335556030
epoch time: 5.4407916069s, input_fired_time: 0.0797878504, output_fired_time: 0.0000000000, propagate_forward_time: 5.0145149231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464889526
validation[          , genome  6421] predictions:    9728/  10000 (97.28%), best:    9751/10000 (97.51%), error:       882.70691, best error:       852.09607 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.6486434937s, input_fired_time: 0.6945177913, output_fired_time: 0.5528942943, propagate_forward_time: 25.1339435577, propagate_backward_time: 36.3381538391, weight_update_time: 0.1239981428, other_time: 1.9291343689
epoch time: 5.5311474800s, input_fired_time: 0.0793146789, output_fired_time: 0.0000000000, propagate_forward_time: 5.1001725197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516602516
validation[          , genome  6421] predictions:    9709/  10000 (97.09%), best:    9751/10000 (97.51%), error:       977.54022, best error:       852.09607 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.2270507812s, input_fired_time: 0.6995225549, output_fired_time: 0.5532314181, propagate_forward_time: 25.3293571472, propagate_backward_time: 36.7139129639, weight_update_time: 0.1250448078, other_time: 1.9310264587
epoch time: 5.4783954620s, input_fired_time: 0.0794667006, output_fired_time: 0.0000000000, propagate_forward_time: 5.0511860847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3477425575
validation[          , genome  6421] predictions:    9663/  10000 (96.63%), best:    9751/10000 (97.51%), error:      1061.42236, best error:       852.09607 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 65.3754577637s, input_fired_time: 0.6986863613, output_fired_time: 0.5694862008, propagate_forward_time: 25.3609008789, propagate_backward_time: 36.8066101074, weight_update_time: 0.1240453497, other_time: 1.9397735596
epoch time: 5.4395380020s, input_fired_time: 0.0771176443, output_fired_time: 0.0000000000, propagate_forward_time: 5.0164599419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459606171
validation[          , genome  6421] predictions:    9706/  10000 (97.06%), best:    9751/10000 (97.51%), error:      1018.54095, best error:       852.09607 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.5213088989s, input_fired_time: 0.6942776442, output_fired_time: 0.5504433513, propagate_forward_time: 25.0809345245, propagate_backward_time: 36.2706451416, weight_update_time: 0.1235607639, other_time: 1.9250106812
epoch time: 5.4854102135s, input_fired_time: 0.0790793002, output_fired_time: 0.0000000000, propagate_forward_time: 5.0610046387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453264236
validation[          , genome  6421] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       897.15210, best error:       852.09607 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 65.1062469482s, input_fired_time: 0.7001586556, output_fired_time: 0.5518105030, propagate_forward_time: 25.3501567841, propagate_backward_time: 36.5746612549, weight_update_time: 0.1250411719, other_time: 1.9294586182
epoch time: 5.4927368164s, input_fired_time: 0.0807262063, output_fired_time: 0.0000000000, propagate_forward_time: 5.0660867691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3459239006
validation[          , genome  6421] predictions:    9701/  10000 (97.01%), best:    9751/10000 (97.51%), error:       953.28333, best error:       852.09607 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.9538192749s, input_fired_time: 0.7031466365, output_fired_time: 0.5524411798, propagate_forward_time: 25.2805271149, propagate_backward_time: 36.4923133850, weight_update_time: 0.1251594871, other_time: 1.9253883362
epoch time: 5.4641165733s, input_fired_time: 0.0796599165, output_fired_time: 0.0000000000, propagate_forward_time: 5.0365028381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479537964
validation[          , genome  6421] predictions:    9728/  10000 (97.28%), best:    9751/10000 (97.51%), error:       924.97180, best error:       852.09607 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 65.5777359009s, input_fired_time: 0.7075001597, output_fired_time: 0.5793540478, propagate_forward_time: 25.3045692444, propagate_backward_time: 36.9880905151, weight_update_time: 0.1270592809, other_time: 1.9982261658
epoch time: 5.4119997025s, input_fired_time: 0.0780372545, output_fired_time: 0.0000000000, propagate_forward_time: 4.9888210297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3451414108
validation[          , genome  6421] predictions:    9711/  10000 (97.11%), best:    9751/10000 (97.51%), error:       945.32062, best error:       852.09607 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.6700897217s, input_fired_time: 0.6982346773, output_fired_time: 0.5529745817, propagate_forward_time: 25.1059913635, propagate_backward_time: 36.3780326843, weight_update_time: 0.1237138361, other_time: 1.9348564148
epoch time: 5.4332885742s, input_fired_time: 0.0799640119, output_fired_time: 0.0000000000, propagate_forward_time: 5.0060634613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472609520
validation[          , genome  6421] predictions:    9692/  10000 (96.92%), best:    9751/10000 (97.51%), error:      1024.17493, best error:       852.09607 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 65.5202102661s, input_fired_time: 0.7033764124, output_fired_time: 0.5822650790, propagate_forward_time: 25.4411048889, propagate_backward_time: 36.8408279419, weight_update_time: 0.1242557094, other_time: 1.9526329041
epoch time: 5.4354238510s, input_fired_time: 0.0829612464, output_fired_time: 0.0000000000, propagate_forward_time: 5.0063123703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3461503983
validation[          , genome  6421] predictions:    9689/  10000 (96.89%), best:    9751/10000 (97.51%), error:       995.35059, best error:       852.09607 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.5415344238s, input_fired_time: 0.6962742209, output_fired_time: 0.5485987663, propagate_forward_time: 25.1170024872, propagate_backward_time: 36.2580108643, weight_update_time: 0.1233253330, other_time: 1.9216461182
epoch time: 5.4331860542s, input_fired_time: 0.0808083490, output_fired_time: 0.0000000000, propagate_forward_time: 5.0057578087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466200829
validation[          , genome  6421] predictions:    9710/  10000 (97.10%), best:    9751/10000 (97.51%), error:       952.93829, best error:       852.09607 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.9539566040s, input_fired_time: 0.7001628280, output_fired_time: 0.5522605777, propagate_forward_time: 25.2767715454, propagate_backward_time: 36.4957580566, weight_update_time: 0.1240769774, other_time: 1.9290008545
epoch time: 5.5334181786s, input_fired_time: 0.0802504122, output_fired_time: 0.0000000000, propagate_forward_time: 5.1059598923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472080231
validation[          , genome  6421] predictions:    9675/  10000 (96.75%), best:    9751/10000 (97.51%), error:      1072.36292, best error:       852.09607 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.1517486572s, input_fired_time: 0.7050290108, output_fired_time: 0.5537557602, propagate_forward_time: 25.3721923828, propagate_backward_time: 36.5825691223, weight_update_time: 0.1257907152, other_time: 1.9381980896
epoch time: 5.4956078529s, input_fired_time: 0.0803491920, output_fired_time: 0.0000000000, propagate_forward_time: 5.0687103271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465485573
validation[          , genome  6421] predictions:    9695/  10000 (96.95%), best:    9751/10000 (97.51%), error:       945.77258, best error:       852.09607 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 65.1156311035s, input_fired_time: 0.7046855688, output_fired_time: 0.5558855534, propagate_forward_time: 25.3352050781, propagate_backward_time: 36.5888977051, weight_update_time: 0.1253241897, other_time: 1.9309539795
epoch time: 5.5154967308s, input_fired_time: 0.0803921074, output_fired_time: 0.0000000000, propagate_forward_time: 5.0862140656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3488907814
validation[          , genome  6421] predictions:    9728/  10000 (97.28%), best:    9751/10000 (97.51%), error:       887.14728, best error:       852.09607 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.9603729248s, input_fired_time: 0.7051708102, output_fired_time: 0.5544131398, propagate_forward_time: 25.2543449402, propagate_backward_time: 36.5209426880, weight_update_time: 0.1251494437, other_time: 1.9255027771
epoch time: 5.4756493568s, input_fired_time: 0.0805236101, output_fired_time: 0.0000000000, propagate_forward_time: 5.0493168831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458089828
validation[          , genome  6421] predictions:    9724/  10000 (97.24%), best:    9751/10000 (97.51%), error:       913.89746, best error:       852.09607 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 65.1013946533s, input_fired_time: 0.7022485733, output_fired_time: 0.5502044559, propagate_forward_time: 25.3556137085, propagate_backward_time: 36.5677566528, weight_update_time: 0.1250484139, other_time: 1.9255714417
epoch time: 5.5472822189s, input_fired_time: 0.0796650872, output_fired_time: 0.0000000000, propagate_forward_time: 5.1225585938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450584412
validation[          , genome  6421] predictions:    9690/  10000 (96.90%), best:    9751/10000 (97.51%), error:      1044.24365, best error:       852.09607 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.9686508179s, input_fired_time: 0.7053178549, output_fired_time: 0.5529119372, propagate_forward_time: 25.2852554321, propagate_backward_time: 36.4996871948, weight_update_time: 0.1251380742, other_time: 1.9254798889
epoch time: 5.5042915344s, input_fired_time: 0.0790176541, output_fired_time: 0.0000000000, propagate_forward_time: 5.0716524124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536214828
validation[          , genome  6421] predictions:    9700/  10000 (97.00%), best:    9751/10000 (97.51%), error:      1019.25403, best error:       852.09607 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 65.4265365601s, input_fired_time: 0.6989449859, output_fired_time: 0.5655481815, propagate_forward_time: 25.4996662140, propagate_backward_time: 36.7222518921, weight_update_time: 0.1244630516, other_time: 1.9401245117
epoch time: 5.6389665604s, input_fired_time: 0.0804547891, output_fired_time: 0.0000000000, propagate_forward_time: 5.1679506302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905611038
validation[          , genome  6421] predictions:    9712/  10000 (97.12%), best:    9751/10000 (97.51%), error:       965.32794, best error:       852.09607 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.6411895752s, input_fired_time: 0.7010641098, output_fired_time: 0.5503157377, propagate_forward_time: 25.2081623077, propagate_backward_time: 36.2578735352, weight_update_time: 0.1236538291, other_time: 1.9237747192
epoch time: 5.4577207565s, input_fired_time: 0.0807509124, output_fired_time: 0.0000000000, propagate_forward_time: 5.0306310654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463387489
validation[          , genome  6421] predictions:    9701/  10000 (97.01%), best:    9751/10000 (97.51%), error:       946.48779, best error:       852.09607 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.6017990112s, input_fired_time: 0.6982915401, output_fired_time: 0.5482969284, propagate_forward_time: 25.1218757629, propagate_backward_time: 36.3006095886, weight_update_time: 0.1243650019, other_time: 1.9327239990
epoch time: 5.4617404938s, input_fired_time: 0.0802070349, output_fired_time: 0.0000000000, propagate_forward_time: 5.0352511406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462824821
validation[          , genome  6421] predictions:    9697/  10000 (96.97%), best:    9751/10000 (97.51%), error:       974.98706, best error:       852.09607 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.4987716675s, input_fired_time: 0.6985350847, output_fired_time: 0.5507332087, propagate_forward_time: 25.0836868286, propagate_backward_time: 36.2415885925, weight_update_time: 0.1239310652, other_time: 1.9242286682
epoch time: 5.4391112328s, input_fired_time: 0.0796502978, output_fired_time: 0.0000000000, propagate_forward_time: 5.0122761726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471846581
validation[          , genome  6421] predictions:    9670/  10000 (96.70%), best:    9751/10000 (97.51%), error:      1067.90881, best error:       852.09607 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.6981811523s, input_fired_time: 0.6983633637, output_fired_time: 0.5488160849, propagate_forward_time: 25.1824760437, propagate_backward_time: 36.3418769836, weight_update_time: 0.1239664108, other_time: 1.9266471863
epoch time: 5.4865465164s, input_fired_time: 0.0801833197, output_fired_time: 0.0000000000, propagate_forward_time: 5.0606188774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457441330
validation[          , genome  6421] predictions:    9719/  10000 (97.19%), best:    9751/10000 (97.51%), error:       937.96539, best error:       852.09607 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 65.0282821655s, input_fired_time: 0.7050634027, output_fired_time: 0.5510916710, propagate_forward_time: 25.3119316101, propagate_backward_time: 36.5326347351, weight_update_time: 0.1256457418, other_time: 1.9275627136
epoch time: 5.4785819054s, input_fired_time: 0.0803742334, output_fired_time: 0.0000000000, propagate_forward_time: 5.0507507324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3474569321
validation[          , genome  6421] predictions:    9702/  10000 (97.02%), best:    9751/10000 (97.51%), error:       958.45679, best error:       852.09607 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 65.3612442017s, input_fired_time: 0.7146327496, output_fired_time: 0.5733382702, propagate_forward_time: 25.2875156403, propagate_backward_time: 36.8371429443, weight_update_time: 0.1253665388, other_time: 1.9486160278
epoch time: 5.4840583801s, input_fired_time: 0.0812978223, output_fired_time: 0.0000000000, propagate_forward_time: 5.0564236641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463368416
validation[          , genome  6421] predictions:    9714/  10000 (97.14%), best:    9751/10000 (97.51%), error:       956.49799, best error:       852.09607 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 66.6996765137s, input_fired_time: 0.7246713638, output_fired_time: 0.5898331404, propagate_forward_time: 25.5351524353, propagate_backward_time: 37.7569732666, weight_update_time: 0.1307307333, other_time: 2.0930442810
epoch time: 5.6069679260s, input_fired_time: 0.0823889524, output_fired_time: 0.0000000000, propagate_forward_time: 5.1264586449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981204033
validation[          , genome  6421] predictions:    9675/  10000 (96.75%), best:    9751/10000 (97.51%), error:      1063.83948, best error:       852.09607 on epoch:    51, 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: 28.0795688629s, input_fired_time: 0.4033194780, output_fired_time: 0.0000000000, propagate_forward_time: 25.6542530060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0219955444
best training[          , genome  6421] predictions:   49269/  50000 (98.54%), best:    9751/10000 (97.51%), error:      2614.65259, best error:       852.09607 on epoch:    51, 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: 5.6108798981s, input_fired_time: 0.0785313100, output_fired_time: 0.0000000000, propagate_forward_time: 5.1329627037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993859291
   testing[          , genome  6421] predictions:    9758/  10000 (97.58%), best:    9751/10000 (97.51%), error:       805.09192, best error:       852.09607 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:27:21 (21995): called boinc_finish(0)

</stderr_txt>
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