Nameexact_genome_1512568488_44_6163_1
Workunit2602171
Created7 Dec 2017, 18:22:53 UTC
Sent7 Dec 2017, 18:31:06 UTC
Report deadline12 Dec 2017, 16:14:46 UTC
Received8 Dec 2017, 13:46:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time2 hours 36 min 9 sec
CPU time2 hours 36 min 6 sec
Validate stateValid
Credit1,226.33
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.84 MB
Peak swap size152.59 MB
Peak disk usage1.10 MB

Stderr output

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

epoch time: 85.2650222778s, input_fired_time: 0.9858416319, output_fired_time: 0.7659245133, propagate_forward_time: 33.6634025574, propagate_backward_time: 47.3131523132, weight_update_time: 0.1159164235, other_time: 2.5367050171
epoch time: 7.1805629730s, input_fired_time: 0.1062215567, output_fired_time: 0.0000000000, propagate_forward_time: 6.6156020164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587392807
validation[          , genome  6163] predictions:    9658/  10000 (96.58%), best:    9704/10000 (97.04%), error:      1167.96704, best error:      1006.67511 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 85.0473403931s, input_fired_time: 0.9816828966, output_fired_time: 0.7688572407, propagate_forward_time: 33.5797119141, propagate_backward_time: 47.1412773132, weight_update_time: 0.1151891351, other_time: 2.5758094788
epoch time: 7.3968615532s, input_fired_time: 0.1087681353, output_fired_time: 0.0000000000, propagate_forward_time: 6.8177642822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4703292847
validation[          , genome  6163] predictions:    9656/  10000 (96.56%), best:    9704/10000 (97.04%), error:      1138.59924, best error:      1006.67511 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.4532394409s, input_fired_time: 0.9825444221, output_fired_time: 0.7591775060, propagate_forward_time: 33.7777404785, propagate_backward_time: 47.3627853394, weight_update_time: 0.1155212671, other_time: 2.5709915161
epoch time: 7.3307938576s, input_fired_time: 0.1066660285, output_fired_time: 0.0000000000, propagate_forward_time: 6.7612571716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628705978
validation[          , genome  6163] predictions:    9407/  10000 (94.07%), best:    9704/10000 (97.04%), error:      1811.27527, best error:      1006.67511 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 85.5254211426s, input_fired_time: 0.9857100844, output_fired_time: 0.7685091496, propagate_forward_time: 33.7638397217, propagate_backward_time: 47.4632415771, weight_update_time: 0.1156919897, other_time: 2.5441207886
epoch time: 7.3384351730s, input_fired_time: 0.1054525003, output_fired_time: 0.0000000000, propagate_forward_time: 6.7721590996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608235359
validation[          , genome  6163] predictions:    9664/  10000 (96.64%), best:    9704/10000 (97.04%), error:      1145.73706, best error:      1006.67511 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 85.2129135132s, input_fired_time: 0.9820637703, output_fired_time: 0.7625849247, propagate_forward_time: 33.7162132263, propagate_backward_time: 47.1948699951, weight_update_time: 0.1154868975, other_time: 2.5571784973
epoch time: 7.2177081108s, input_fired_time: 0.1056156754, output_fired_time: 0.0000000000, propagate_forward_time: 6.6528072357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592852592
validation[          , genome  6163] predictions:    9605/  10000 (96.05%), best:    9704/10000 (97.04%), error:      1294.53625, best error:      1006.67511 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 84.6051940918s, input_fired_time: 0.9811518788, output_fired_time: 0.7624498606, propagate_forward_time: 33.3447380066, propagate_backward_time: 46.9863662720, weight_update_time: 0.1149130315, other_time: 2.5304832458
epoch time: 7.3189702034s, input_fired_time: 0.1069142520, output_fired_time: 0.0000000000, propagate_forward_time: 6.7539024353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581537247
validation[          , genome  6163] predictions:    9654/  10000 (96.54%), best:    9704/10000 (97.04%), error:      1167.98206, best error:      1006.67511 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 85.2464218140s, input_fired_time: 0.9802654386, output_fired_time: 0.7535988092, propagate_forward_time: 33.7735404968, propagate_backward_time: 47.2094497681, weight_update_time: 0.1152533516, other_time: 2.5295677185
epoch time: 7.3491106033s, input_fired_time: 0.1072683409, output_fired_time: 0.0000000000, propagate_forward_time: 6.7736072540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682350159
validation[          , genome  6163] predictions:    9610/  10000 (96.10%), best:    9704/10000 (97.04%), error:      1291.02661, best error:      1006.67511 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 85.4260559082s, input_fired_time: 0.9860396981, output_fired_time: 0.7680836916, propagate_forward_time: 33.7317199707, propagate_backward_time: 47.3641014099, weight_update_time: 0.1160388589, other_time: 2.5761146545
epoch time: 7.3139758110s, input_fired_time: 0.1064085439, output_fired_time: 0.0000000000, propagate_forward_time: 6.7453923225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621748924
validation[          , genome  6163] predictions:    9658/  10000 (96.58%), best:    9704/10000 (97.04%), error:      1123.24512, best error:      1006.67511 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 85.3612289429s, input_fired_time: 0.9880208969, output_fired_time: 0.7685148120, propagate_forward_time: 33.7368354797, propagate_backward_time: 47.3246726990, weight_update_time: 0.1155130342, other_time: 2.5431823730
epoch time: 7.3225822449s, input_fired_time: 0.1076145470, output_fired_time: 0.0000000000, propagate_forward_time: 6.7531175613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618501663
validation[          , genome  6163] predictions:    9675/  10000 (96.75%), best:    9704/10000 (97.04%), error:      1071.83728, best error:      1006.67511 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 85.3552780151s, input_fired_time: 0.9848796129, output_fired_time: 0.7731835246, propagate_forward_time: 33.7259330750, propagate_backward_time: 47.3189773560, weight_update_time: 0.1153393984, other_time: 2.5523033142
epoch time: 7.3081698418s, input_fired_time: 0.1067354307, output_fired_time: 0.0000000000, propagate_forward_time: 6.7399764061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614582062
validation[          , genome  6163] predictions:    9670/  10000 (96.70%), best:    9704/10000 (97.04%), error:      1111.54785, best error:      1006.67511 on epoch:    12, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 85.4971313477s, input_fired_time: 0.9932060838, output_fired_time: 0.7695408463, propagate_forward_time: 33.7510414124, propagate_backward_time: 47.4421539307, weight_update_time: 0.1156523675, other_time: 2.5411872864
epoch time: 7.3183441162s, input_fired_time: 0.1060771793, output_fired_time: 0.0000000000, propagate_forward_time: 6.7564387321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4558281898
validation[          , genome  6163] predictions:    9668/  10000 (96.68%), best:    9704/10000 (97.04%), error:      1111.68115, best error:      1006.67511 on epoch:    12, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 85.6576690674s, input_fired_time: 0.9912381172, output_fired_time: 0.7715899348, propagate_forward_time: 33.7789878845, propagate_backward_time: 47.5646743774, weight_update_time: 0.1163228452, other_time: 2.5511741638
epoch time: 7.3171291351s, input_fired_time: 0.1057731584, output_fired_time: 0.0000000000, propagate_forward_time: 6.7512197495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601364136
validation[          , genome  6163] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       952.70007, best error:       952.70007 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 85.0739364624s, input_fired_time: 0.9822610617, output_fired_time: 0.7593718171, propagate_forward_time: 33.6199035645, propagate_backward_time: 47.1878662109, weight_update_time: 0.1150026098, other_time: 2.5245361328
epoch time: 7.3106818199s, input_fired_time: 0.1058150753, output_fired_time: 0.0000000000, propagate_forward_time: 6.7450275421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4598393440
validation[          , genome  6163] predictions:    9584/  10000 (95.84%), best:    9716/10000 (97.16%), error:      1340.36987, best error:       952.70007 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.2252197266s, input_fired_time: 0.9862264395, output_fired_time: 0.7641347647, propagate_forward_time: 33.6916160583, propagate_backward_time: 47.2514228821, weight_update_time: 0.1151146442, other_time: 2.5318145752
epoch time: 7.3223075867s, input_fired_time: 0.1062142476, output_fired_time: 0.0000000000, propagate_forward_time: 6.7548098564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612836838
validation[          , genome  6163] predictions:    9607/  10000 (96.07%), best:    9716/10000 (97.16%), error:      1315.92542, best error:       952.70007 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 85.4243316650s, input_fired_time: 0.9896327853, output_fired_time: 0.7617864609, propagate_forward_time: 33.7812347412, propagate_backward_time: 47.3576622009, weight_update_time: 0.1151532680, other_time: 2.5340156555
epoch time: 7.3025374413s, input_fired_time: 0.1065240204, output_fired_time: 0.0000000000, propagate_forward_time: 6.7343010902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617123604
validation[          , genome  6163] predictions:    9612/  10000 (96.12%), best:    9716/10000 (97.16%), error:      1286.03894, best error:       952.70007 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 85.5393066406s, input_fired_time: 0.9902114272, output_fired_time: 0.7680103183, propagate_forward_time: 33.7811050415, propagate_backward_time: 47.4474754333, weight_update_time: 0.1160389856, other_time: 2.5525016785
epoch time: 7.3279938698s, input_fired_time: 0.1058472767, output_fired_time: 0.0000000000, propagate_forward_time: 6.7618103027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603362083
validation[          , genome  6163] predictions:    9641/  10000 (96.41%), best:    9716/10000 (97.16%), error:      1161.26331, best error:       952.70007 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.1307525635s, input_fired_time: 0.9861432910, output_fired_time: 0.7620264292, propagate_forward_time: 33.6027069092, propagate_backward_time: 47.2492294312, weight_update_time: 0.1154397875, other_time: 2.5306472778
epoch time: 7.3237600327s, input_fired_time: 0.1127455533, output_fired_time: 0.0000000000, propagate_forward_time: 6.7507643700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602499008
validation[          , genome  6163] predictions:    9665/  10000 (96.65%), best:    9716/10000 (97.16%), error:      1135.76477, best error:       952.70007 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.5837326050s, input_fired_time: 0.9928925633, output_fired_time: 0.7734858990, propagate_forward_time: 33.7503662109, propagate_backward_time: 47.5326652527, weight_update_time: 0.1164586619, other_time: 2.5343284607
epoch time: 7.3176031113s, input_fired_time: 0.1064953953, output_fired_time: 0.0000000000, propagate_forward_time: 6.7509865761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601211548
validation[          , genome  6163] predictions:    9695/  10000 (96.95%), best:    9716/10000 (97.16%), error:      1038.09680, best error:       952.70007 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 85.5327224731s, input_fired_time: 0.9929596186, output_fired_time: 0.7689439058, propagate_forward_time: 33.7430000305, propagate_backward_time: 47.4890670776, weight_update_time: 0.1159572080, other_time: 2.5387535095
epoch time: 7.3379240036s, input_fired_time: 0.1067077816, output_fired_time: 0.0000000000, propagate_forward_time: 6.7690958977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621205330
validation[          , genome  6163] predictions:    9696/  10000 (96.96%), best:    9716/10000 (97.16%), error:      1079.80640, best error:       952.70007 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.7405014038s, input_fired_time: 0.9933089614, output_fired_time: 0.7728316188, propagate_forward_time: 33.7996139526, propagate_backward_time: 47.6367721558, weight_update_time: 0.1167420819, other_time: 2.5379714966
epoch time: 7.3419446945s, input_fired_time: 0.1078582332, output_fired_time: 0.0000000000, propagate_forward_time: 6.7709794044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631071091
validation[          , genome  6163] predictions:    9580/  10000 (95.80%), best:    9716/10000 (97.16%), error:      1319.09839, best error:       952.70007 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.4831542969s, input_fired_time: 0.9932337999, output_fired_time: 0.7682921290, propagate_forward_time: 33.7786331177, propagate_backward_time: 47.3943634033, weight_update_time: 0.1156650558, other_time: 2.5486297607
epoch time: 7.3386240005s, input_fired_time: 0.1060278565, output_fired_time: 0.0000000000, propagate_forward_time: 6.7694787979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631171227
validation[          , genome  6163] predictions:    9601/  10000 (96.01%), best:    9716/10000 (97.16%), error:      1222.92358, best error:       952.70007 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.4884719849s, input_fired_time: 0.9897148609, output_fired_time: 0.7619426847, propagate_forward_time: 33.8142280579, propagate_backward_time: 47.3970108032, weight_update_time: 0.1151675954, other_time: 2.5255775452
epoch time: 7.3307147026s, input_fired_time: 0.1063121557, output_fired_time: 0.0000000000, propagate_forward_time: 6.7642898560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601125717
validation[          , genome  6163] predictions:    9553/  10000 (95.53%), best:    9716/10000 (97.16%), error:      1430.45264, best error:       952.70007 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.5678405762s, input_fired_time: 0.9920476675, output_fired_time: 0.7659800649, propagate_forward_time: 33.8204689026, propagate_backward_time: 47.4595794678, weight_update_time: 0.1151459515, other_time: 2.5297584534
epoch time: 7.3287768364s, input_fired_time: 0.1065405756, output_fired_time: 0.0000000000, propagate_forward_time: 6.7632741928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589619637
validation[          , genome  6163] predictions:    9681/  10000 (96.81%), best:    9716/10000 (97.16%), error:      1061.20679, best error:       952.70007 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.4630355835s, input_fired_time: 0.9870343208, output_fired_time: 0.7616294026, propagate_forward_time: 33.8176498413, propagate_backward_time: 47.4160308838, weight_update_time: 0.1150374189, other_time: 2.4806900024
epoch time: 7.3252210617s, input_fired_time: 0.1079809293, output_fired_time: 0.0000000000, propagate_forward_time: 6.7651343346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521059990
validation[          , genome  6163] predictions:    9685/  10000 (96.85%), best:    9716/10000 (97.16%), error:      1056.37610, best error:       952.70007 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.4049301147s, input_fired_time: 0.9898419976, output_fired_time: 0.7654825449, propagate_forward_time: 33.7396087646, propagate_backward_time: 47.4247283936, weight_update_time: 0.1151347533, other_time: 2.4852676392
epoch time: 7.2904567719s, input_fired_time: 0.1073895097, output_fired_time: 0.0000000000, propagate_forward_time: 6.7331924438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498748779
validation[          , genome  6163] predictions:    9658/  10000 (96.58%), best:    9716/10000 (97.16%), error:      1123.41357, best error:       952.70007 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 85.2055358887s, input_fired_time: 0.9900723100, output_fired_time: 0.7634522319, propagate_forward_time: 33.6478195190, propagate_backward_time: 47.3265342712, weight_update_time: 0.1153229773, other_time: 2.4776573181
epoch time: 7.2945008278s, input_fired_time: 0.1100387424, output_fired_time: 0.0000000000, propagate_forward_time: 6.7330689430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513931274
validation[          , genome  6163] predictions:    9630/  10000 (96.30%), best:    9716/10000 (97.16%), error:      1246.69373, best error:       952.70007 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.1940917969s, input_fired_time: 0.9904296398, output_fired_time: 0.7649056315, propagate_forward_time: 33.6380043030, propagate_backward_time: 47.3255577087, weight_update_time: 0.1147216856, other_time: 2.4751892090
epoch time: 7.2887148857s, input_fired_time: 0.1074684262, output_fired_time: 0.0000000000, propagate_forward_time: 6.7295870781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516592026
validation[          , genome  6163] predictions:    9632/  10000 (96.32%), best:    9716/10000 (97.16%), error:      1224.58899, best error:       952.70007 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 85.0627670288s, input_fired_time: 0.9849863648, output_fired_time: 0.7512866855, propagate_forward_time: 33.6829605103, propagate_backward_time: 47.1798896790, weight_update_time: 0.1148663610, other_time: 2.4636421204
epoch time: 7.2855033875s, input_fired_time: 0.1090007499, output_fired_time: 0.0000000000, propagate_forward_time: 6.7258596420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506430626
validation[          , genome  6163] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:      1053.16272, best error:       952.70007 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 85.2473068237s, input_fired_time: 0.9869210124, output_fired_time: 0.7548754215, propagate_forward_time: 33.7237281799, propagate_backward_time: 47.3040924072, weight_update_time: 0.1147221997, other_time: 2.4776878357
epoch time: 7.3117184639s, input_fired_time: 0.1079772040, output_fired_time: 0.0000000000, propagate_forward_time: 6.7525501251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511909485
validation[          , genome  6163] predictions:    9683/  10000 (96.83%), best:    9716/10000 (97.16%), error:      1103.36365, best error:       952.70007 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.3144531250s, input_fired_time: 0.9890018106, output_fired_time: 0.7571338415, propagate_forward_time: 33.7632408142, propagate_backward_time: 47.3365821838, weight_update_time: 0.1149919555, other_time: 2.4684982300
epoch time: 7.3111000061s, input_fired_time: 0.1078327373, output_fired_time: 0.0000000000, propagate_forward_time: 6.7523126602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509544373
validation[          , genome  6163] predictions:    9670/  10000 (96.70%), best:    9716/10000 (97.16%), error:      1109.81628, best error:       952.70007 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.2625656128s, input_fired_time: 0.9909350276, output_fired_time: 0.7596679330, propagate_forward_time: 33.7232933044, propagate_backward_time: 47.3196716309, weight_update_time: 0.1149746776, other_time: 2.4689979553
epoch time: 7.3107314110s, input_fired_time: 0.1074334159, output_fired_time: 0.0000000000, propagate_forward_time: 6.7506742477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526238441
validation[          , genome  6163] predictions:    9706/  10000 (97.06%), best:    9716/10000 (97.16%), error:      1006.47150, best error:       952.70007 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.0270156860s, input_fired_time: 0.9846688509, output_fired_time: 0.7569577098, propagate_forward_time: 33.6385116577, propagate_backward_time: 47.1811408997, weight_update_time: 0.1143217683, other_time: 2.4657325745
epoch time: 7.3025178909s, input_fired_time: 0.1080937684, output_fired_time: 0.0000000000, propagate_forward_time: 6.7397012711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547228813
validation[          , genome  6163] predictions:    9624/  10000 (96.24%), best:    9716/10000 (97.16%), error:      1219.40540, best error:       952.70007 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 84.8971862793s, input_fired_time: 0.9921102524, output_fired_time: 0.7621164322, propagate_forward_time: 33.5199546814, propagate_backward_time: 47.1399116516, weight_update_time: 0.1146617755, other_time: 2.4830932617
epoch time: 7.2097377777s, input_fired_time: 0.1067798436, output_fired_time: 0.0000000000, propagate_forward_time: 6.6534585953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494991302
validation[          , genome  6163] predictions:    9642/  10000 (96.42%), best:    9716/10000 (97.16%), error:      1233.44824, best error:       952.70007 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 84.4643707275s, input_fired_time: 0.9831174612, output_fired_time: 0.7532489896, propagate_forward_time: 33.3311195374, propagate_backward_time: 46.9358863831, weight_update_time: 0.1141594350, other_time: 2.4609985352
epoch time: 7.2908267975s, input_fired_time: 0.1085099727, output_fired_time: 0.0000000000, propagate_forward_time: 6.7305917740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517250061
validation[          , genome  6163] predictions:    9711/  10000 (97.11%), best:    9716/10000 (97.16%), error:      1010.95636, best error:       952.70007 on epoch:    25, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 85.1608505249s, input_fired_time: 0.9876949787, output_fired_time: 0.7633101940, propagate_forward_time: 33.6163749695, propagate_backward_time: 47.3207588196, weight_update_time: 0.1147908792, other_time: 2.4727096558
epoch time: 7.1482505798s, input_fired_time: 0.1053849012, output_fired_time: 0.0000000000, propagate_forward_time: 6.5968275070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460382462
validation[          , genome  6163] predictions:    9671/  10000 (96.71%), best:    9716/10000 (97.16%), error:      1118.21570, best error:       952.70007 on epoch:    25, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 84.5720825195s, input_fired_time: 0.9844575524, output_fired_time: 0.7549089789, propagate_forward_time: 33.4238739014, propagate_backward_time: 46.9431304932, weight_update_time: 0.1144078895, other_time: 2.4657135010
epoch time: 7.3158040047s, input_fired_time: 0.1089689285, output_fired_time: 0.0000000000, propagate_forward_time: 6.7507262230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561090469
validation[          , genome  6163] predictions:    9598/  10000 (95.98%), best:    9716/10000 (97.16%), error:      1332.57812, best error:       952.70007 on epoch:    25, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.1559371948s, input_fired_time: 0.9957835674, output_fired_time: 0.7643603086, propagate_forward_time: 33.6058959961, propagate_backward_time: 47.3058547974, weight_update_time: 0.1151348725, other_time: 2.4840469360
epoch time: 7.2759509087s, input_fired_time: 0.1081240922, output_fired_time: 0.0000000000, propagate_forward_time: 6.7240200043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438066483
validation[          , genome  6163] predictions:    9603/  10000 (96.03%), best:    9716/10000 (97.16%), error:      1354.86328, best error:       952.70007 on epoch:    25, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.8630371094s, input_fired_time: 0.9900556803, output_fired_time: 0.7596375346, propagate_forward_time: 33.4881973267, propagate_backward_time: 47.1497993469, weight_update_time: 0.1147666946, other_time: 2.4753456116
epoch time: 7.2960243225s, input_fired_time: 0.1084524542, output_fired_time: 0.0000000000, propagate_forward_time: 6.7353515625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522204399
validation[          , genome  6163] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       897.64862, best error:       897.64862 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 82.6803054810s, input_fired_time: 0.9751068950, output_fired_time: 0.7440813184, propagate_forward_time: 32.6059608459, propagate_backward_time: 45.9195480347, weight_update_time: 0.1121922582, other_time: 2.4356117249
epoch time: 7.2642784119s, input_fired_time: 0.1077030003, output_fired_time: 0.0000000000, propagate_forward_time: 6.7070960999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494791031
validation[          , genome  6163] predictions:    9715/  10000 (97.15%), best:    9737/10000 (97.37%), error:       973.38458, best error:       897.64862 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 84.1797256470s, input_fired_time: 0.9892196655, output_fired_time: 0.7564745545, propagate_forward_time: 33.2004661560, propagate_backward_time: 46.7684631348, weight_update_time: 0.1138536483, other_time: 2.4650993347
epoch time: 6.0306320190s, input_fired_time: 0.0950012952, output_fired_time: 0.0000000000, propagate_forward_time: 5.5294237137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062070847
validation[          , genome  6163] predictions:    9689/  10000 (96.89%), best:    9737/10000 (97.37%), error:      1048.34607, best error:       897.64862 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 80.1305007935s, input_fired_time: 0.9537063837, output_fired_time: 0.7239781022, propagate_forward_time: 31.5611553192, propagate_backward_time: 44.4963226318, weight_update_time: 0.1083534509, other_time: 2.3953399658
epoch time: 6.8188180923s, input_fired_time: 0.1043802351, output_fired_time: 0.0000000000, propagate_forward_time: 6.2816433907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327945709
validation[          , genome  6163] predictions:    9732/  10000 (97.32%), best:    9737/10000 (97.37%), error:       938.18195, best error:       897.64862 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 83.9753494263s, input_fired_time: 0.9843758345, output_fired_time: 0.7517396808, propagate_forward_time: 33.1485214233, propagate_backward_time: 46.6331748962, weight_update_time: 0.1133503392, other_time: 2.4575386047
epoch time: 7.3037881851s, input_fired_time: 0.1084787175, output_fired_time: 0.0000000000, propagate_forward_time: 6.7427725792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525370598
validation[          , genome  6163] predictions:    9644/  10000 (96.44%), best:    9737/10000 (97.37%), error:      1230.92480, best error:       897.64862 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 82.6574401855s, input_fired_time: 0.9737626314, output_fired_time: 0.7420832515, propagate_forward_time: 32.5508117676, propagate_backward_time: 45.9556999207, weight_update_time: 0.1123159528, other_time: 2.4350852966
epoch time: 7.3155121803s, input_fired_time: 0.1110469177, output_fired_time: 0.0000000000, propagate_forward_time: 6.7506718636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537935257
validation[          , genome  6163] predictions:    9670/  10000 (96.70%), best:    9737/10000 (97.37%), error:      1135.01221, best error:       897.64862 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 85.5756301880s, input_fired_time: 0.9960312247, output_fired_time: 0.7668640018, propagate_forward_time: 33.7359313965, propagate_backward_time: 47.5851745605, weight_update_time: 0.1159141809, other_time: 2.4916305542
epoch time: 7.3140349388s, input_fired_time: 0.1090956405, output_fired_time: 0.0000000000, propagate_forward_time: 6.7512559891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4536833763
validation[          , genome  6163] predictions:    9644/  10000 (96.44%), best:    9737/10000 (97.37%), error:      1232.51538, best error:       897.64862 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.5293045044s, input_fired_time: 0.9944658875, output_fired_time: 0.7675601840, propagate_forward_time: 33.7125587463, propagate_backward_time: 47.5630455017, weight_update_time: 0.1157932058, other_time: 2.4916687012
epoch time: 7.3058104515s, input_fired_time: 0.1089477539, output_fired_time: 0.0000000000, propagate_forward_time: 6.7445406914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523220062
validation[          , genome  6163] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       927.37347, best error:       897.64862 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 82.8624191284s, input_fired_time: 0.9769933820, output_fired_time: 0.7495187521, propagate_forward_time: 32.6424369812, propagate_backward_time: 46.0548477173, weight_update_time: 0.1123982668, other_time: 2.4386253357
epoch time: 7.3120169640s, input_fired_time: 0.1079412550, output_fired_time: 0.0000000000, propagate_forward_time: 6.7511725426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529032707
validation[          , genome  6163] predictions:    9703/  10000 (97.03%), best:    9737/10000 (97.37%), error:       984.83807, best error:       897.64862 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 84.6396789551s, input_fired_time: 0.9914034009, output_fired_time: 0.7624433041, propagate_forward_time: 33.4108657837, propagate_backward_time: 47.0018310547, weight_update_time: 0.1139950082, other_time: 2.4731369019
epoch time: 7.3188023567s, input_fired_time: 0.1096790582, output_fired_time: 0.0000000000, propagate_forward_time: 6.7550168037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541063309
validation[          , genome  6163] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:      1003.20337, best error:       897.64862 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 85.1993713379s, input_fired_time: 1.0027920008, output_fired_time: 0.7660818696, propagate_forward_time: 33.6262588501, propagate_backward_time: 47.3267631531, weight_update_time: 0.1147809252, other_time: 2.4774742126
epoch time: 7.3175320625s, input_fired_time: 0.1077932939, output_fired_time: 0.0000000000, propagate_forward_time: 6.7580065727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517321587
validation[          , genome  6163] predictions:    9744/  10000 (97.44%), best:    9737/10000 (97.37%), error:       910.36786, best error:       897.64862 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 85.3457489014s, input_fired_time: 0.9977746606, output_fired_time: 0.7645172477, propagate_forward_time: 33.6256866455, propagate_backward_time: 47.4866447449, weight_update_time: 0.1152891293, other_time: 2.4711265564
epoch time: 7.3215174675s, input_fired_time: 0.1087815911, output_fired_time: 0.0000000000, propagate_forward_time: 6.7598967552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528388977
validation[          , genome  6163] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:       970.11566, best error:       897.64862 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 84.7818145752s, input_fired_time: 0.9896436334, output_fired_time: 0.7547324896, propagate_forward_time: 33.4782104492, propagate_backward_time: 47.0979385376, weight_update_time: 0.1146639585, other_time: 2.4612884521
epoch time: 7.3156709671s, input_fired_time: 0.1072926447, output_fired_time: 0.0000000000, propagate_forward_time: 6.7566103935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517679214
validation[          , genome  6163] predictions:    9635/  10000 (96.35%), best:    9737/10000 (97.37%), error:      1179.14917, best error:       897.64862 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.2863006592s, input_fired_time: 0.9964795113, output_fired_time: 0.7656670809, propagate_forward_time: 33.6295852661, propagate_backward_time: 47.4148712158, weight_update_time: 0.1151090413, other_time: 2.4796905518
epoch time: 7.0701375008s, input_fired_time: 0.1056089252, output_fired_time: 0.0000000000, propagate_forward_time: 6.5221991539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423294067
validation[          , genome  6163] predictions:    9688/  10000 (96.88%), best:    9737/10000 (97.37%), error:      1016.63672, best error:       897.64862 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 82.7783889771s, input_fired_time: 0.9747272134, output_fired_time: 0.7452017665, propagate_forward_time: 32.6412467957, propagate_backward_time: 45.9821815491, weight_update_time: 0.1121481061, other_time: 2.4350357056
epoch time: 7.3007736206s, input_fired_time: 0.1096635386, output_fired_time: 0.0000000000, propagate_forward_time: 6.7395434380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515666962
validation[          , genome  6163] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:       974.72693, best error:       897.64862 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 82.5625762939s, input_fired_time: 0.9746270180, output_fired_time: 0.7427828908, propagate_forward_time: 32.5582847595, propagate_backward_time: 45.8562698364, weight_update_time: 0.1114033237, other_time: 2.4306144714
epoch time: 7.3028674126s, input_fired_time: 0.1118611917, output_fired_time: 0.0000000000, propagate_forward_time: 6.7393655777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516406059
validation[          , genome  6163] predictions:    9664/  10000 (96.64%), best:    9737/10000 (97.37%), error:      1152.51917, best error:       897.64862 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.5172805786s, input_fired_time: 1.0024844408, output_fired_time: 0.7684177160, propagate_forward_time: 33.6858711243, propagate_backward_time: 47.5843315125, weight_update_time: 0.1154730171, other_time: 2.4761734009
epoch time: 7.3173055649s, input_fired_time: 0.1095564738, output_fired_time: 0.0000000000, propagate_forward_time: 6.7562913895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514575005
validation[          , genome  6163] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       965.54651, best error:       897.64862 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 85.6455535889s, input_fired_time: 1.0029692650, output_fired_time: 0.7688242197, propagate_forward_time: 33.7793464661, propagate_backward_time: 47.6189765930, weight_update_time: 0.1155798212, other_time: 2.4754409790
epoch time: 7.3176732063s, input_fired_time: 0.1082713977, output_fired_time: 0.0000000000, propagate_forward_time: 6.7579770088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514245987
validation[          , genome  6163] predictions:    9616/  10000 (96.16%), best:    9737/10000 (97.37%), error:      1400.61523, best error:       897.64862 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 85.3079452515s, input_fired_time: 0.9964802265, output_fired_time: 0.7623196244, propagate_forward_time: 33.6647682190, propagate_backward_time: 47.4164657593, weight_update_time: 0.1151125655, other_time: 2.4679069519
epoch time: 7.3180742264s, input_fired_time: 0.1103030592, output_fired_time: 0.0000000000, propagate_forward_time: 6.7536363602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541349411
validation[          , genome  6163] predictions:    9697/  10000 (96.97%), best:    9737/10000 (97.37%), error:      1012.93848, best error:       897.64862 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 84.2839126587s, input_fired_time: 0.9912784696, output_fired_time: 0.7548051476, propagate_forward_time: 33.2873535156, propagate_backward_time: 46.7923355103, weight_update_time: 0.1135319993, other_time: 2.4581375122
epoch time: 7.2837405205s, input_fired_time: 0.1073908135, output_fired_time: 0.0000000000, propagate_forward_time: 6.7259206772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504289627
validation[          , genome  6163] predictions:    9714/  10000 (97.14%), best:    9737/10000 (97.37%), error:       996.14966, best error:       897.64862 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 83.5781097412s, input_fired_time: 0.9842938185, output_fired_time: 0.7503866553, propagate_forward_time: 32.9912223816, propagate_backward_time: 46.4031677246, weight_update_time: 0.1128112823, other_time: 2.4490394592
epoch time: 7.2913889885s, input_fired_time: 0.1093703955, output_fired_time: 0.0000000000, propagate_forward_time: 6.7279934883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540252686
validation[          , genome  6163] predictions:    9741/  10000 (97.41%), best:    9737/10000 (97.37%), error:       935.68152, best error:       897.64862 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 83.1780090332s, input_fired_time: 0.9803648591, output_fired_time: 0.7405480742, propagate_forward_time: 32.8698272705, propagate_backward_time: 46.1467323303, weight_update_time: 0.1126344353, other_time: 2.4405403137
epoch time: 7.2961044312s, input_fired_time: 0.1089306772, output_fired_time: 0.0000000000, propagate_forward_time: 6.7351026535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520711899
validation[          , genome  6163] predictions:    9710/  10000 (97.10%), best:    9737/10000 (97.37%), error:       974.18604, best error:       897.64862 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.5350799561s, input_fired_time: 1.0032705069, output_fired_time: 0.7700631618, propagate_forward_time: 33.7036781311, propagate_backward_time: 47.5737953186, weight_update_time: 0.1155594438, other_time: 2.4842681885
epoch time: 7.3049316406s, input_fired_time: 0.1090113148, output_fired_time: 0.0000000000, propagate_forward_time: 6.7431554794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527649879
validation[          , genome  6163] predictions:    9427/  10000 (94.27%), best:    9737/10000 (97.37%), error:      1900.94153, best error:       897.64862 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 85.4955673218s, input_fired_time: 1.0006555319, output_fired_time: 0.7639518380, propagate_forward_time: 33.7740249634, propagate_backward_time: 47.4776802063, weight_update_time: 0.1152797416, other_time: 2.4792518616
epoch time: 7.3226661682s, input_fired_time: 0.1097312868, output_fired_time: 0.0000000000, propagate_forward_time: 6.7609643936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519705772
validation[          , genome  6163] predictions:    9691/  10000 (96.91%), best:    9737/10000 (97.37%), error:      1065.22986, best error:       897.64862 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 85.5438537598s, input_fired_time: 1.0021231174, output_fired_time: 0.7642849684, propagate_forward_time: 33.8175048828, propagate_backward_time: 47.4762649536, weight_update_time: 0.1147683710, other_time: 2.4836807251
epoch time: 7.3259906769s, input_fired_time: 0.1099918634, output_fired_time: 0.0000000000, propagate_forward_time: 6.7635211945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524774551
validation[          , genome  6163] predictions:    9721/  10000 (97.21%), best:    9737/10000 (97.37%), error:       929.02264, best error:       897.64862 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.4100418091s, input_fired_time: 1.0002985001, output_fired_time: 0.7590837479, propagate_forward_time: 33.7935333252, propagate_backward_time: 47.3780136108, weight_update_time: 0.1147151664, other_time: 2.4791107178
epoch time: 7.3253803253s, input_fired_time: 0.1109851077, output_fired_time: 0.0000000000, propagate_forward_time: 6.7625017166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518933296
validation[          , genome  6163] predictions:    9702/  10000 (97.02%), best:    9737/10000 (97.37%), error:      1036.87439, best error:       897.64862 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.2845001221s, input_fired_time: 1.0021208525, output_fired_time: 0.7648692727, propagate_forward_time: 33.6679573059, propagate_backward_time: 47.3664855957, weight_update_time: 0.1146428064, other_time: 2.4830665588
epoch time: 7.3075194359s, input_fired_time: 0.1090170071, output_fired_time: 0.0000000000, propagate_forward_time: 6.7454328537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530696869
validation[          , genome  6163] predictions:    9579/  10000 (95.79%), best:    9737/10000 (97.37%), error:      1399.51660, best error:       897.64862 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.3863067627s, input_fired_time: 1.0013960600, output_fired_time: 0.7611826062, propagate_forward_time: 33.7173271179, propagate_backward_time: 47.4224853516, weight_update_time: 0.1149913296, other_time: 2.4839134216
epoch time: 7.3113288879s, input_fired_time: 0.1101967841, output_fired_time: 0.0000000000, propagate_forward_time: 6.7471575737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539747238
validation[          , genome  6163] predictions:    9681/  10000 (96.81%), best:    9737/10000 (97.37%), error:      1108.26355, best error:       897.64862 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.3826446533s, input_fired_time: 1.0012816191, output_fired_time: 0.7658634186, propagate_forward_time: 33.6957015991, propagate_backward_time: 47.4366493225, weight_update_time: 0.1154324561, other_time: 2.4831504822
epoch time: 7.3462028503s, input_fired_time: 0.1120099500, output_fired_time: 0.0000000000, propagate_forward_time: 6.7790942192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550986290
validation[          , genome  6163] predictions:    9684/  10000 (96.84%), best:    9737/10000 (97.37%), error:      1045.21008, best error:       897.64862 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.3706207275s, input_fired_time: 1.0051574707, output_fired_time: 0.7631691098, propagate_forward_time: 33.6774940491, propagate_backward_time: 47.4380302429, weight_update_time: 0.1153658479, other_time: 2.4867706299
epoch time: 7.3294839859s, input_fired_time: 0.1101423055, output_fired_time: 0.0000000000, propagate_forward_time: 6.7667403221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526014328
validation[          , genome  6163] predictions:    9700/  10000 (97.00%), best:    9737/10000 (97.37%), error:       958.90759, best error:       897.64862 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.8063125610s, input_fired_time: 1.0060507059, output_fired_time: 0.7708750367, propagate_forward_time: 33.8365097046, propagate_backward_time: 47.7086639404, weight_update_time: 0.1160375029, other_time: 2.4842147827
epoch time: 7.3195986748s, input_fired_time: 0.1107935384, output_fired_time: 0.0000000000, propagate_forward_time: 6.7596693039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491357803
validation[          , genome  6163] predictions:    9684/  10000 (96.84%), best:    9737/10000 (97.37%), error:      1059.23193, best error:       897.64862 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 85.4560623169s, input_fired_time: 0.9998226762, output_fired_time: 0.7613008618, propagate_forward_time: 33.7769317627, propagate_backward_time: 47.4347343445, weight_update_time: 0.1151009500, other_time: 2.4832725525
epoch time: 7.3172807693s, input_fired_time: 0.1103257239, output_fired_time: 0.0000000000, propagate_forward_time: 6.7546005249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4523544312
validation[          , genome  6163] predictions:    9676/  10000 (96.76%), best:    9737/10000 (97.37%), error:      1058.12915, best error:       897.64862 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 85.4424057007s, input_fired_time: 1.0022815466, output_fired_time: 0.7652831078, propagate_forward_time: 33.7640419006, propagate_backward_time: 47.4312362671, weight_update_time: 0.1150219664, other_time: 2.4795646667
epoch time: 7.3007030487s, input_fired_time: 0.1100584120, output_fired_time: 0.0000000000, propagate_forward_time: 6.7392306328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514141083
validation[          , genome  6163] predictions:    9692/  10000 (96.92%), best:    9737/10000 (97.37%), error:      1083.40283, best error:       897.64862 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.3118057251s, input_fired_time: 1.0053353310, output_fired_time: 0.7634543180, propagate_forward_time: 33.7022171021, propagate_backward_time: 47.3645095825, weight_update_time: 0.1148047075, other_time: 2.4762954712
epoch time: 7.3235716820s, input_fired_time: 0.1122492701, output_fired_time: 0.0000000000, propagate_forward_time: 6.7565369606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547853470
validation[          , genome  6163] predictions:    9687/  10000 (96.87%), best:    9737/10000 (97.37%), error:      1126.22009, best error:       897.64862 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.1607971191s, input_fired_time: 1.0041871071, output_fired_time: 0.7638941407, propagate_forward_time: 33.6005935669, propagate_backward_time: 47.3061447144, weight_update_time: 0.1145463884, other_time: 2.4859771729
epoch time: 7.3461799622s, input_fired_time: 0.1121116430, output_fired_time: 0.0000000000, propagate_forward_time: 6.7785654068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555029869
validation[          , genome  6163] predictions:    9719/  10000 (97.19%), best:    9737/10000 (97.37%), error:       987.98529, best error:       897.64862 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.4703750610s, input_fired_time: 1.0054163933, output_fired_time: 0.7604887486, propagate_forward_time: 33.7702178955, propagate_backward_time: 47.4543685913, weight_update_time: 0.1156361625, other_time: 2.4798812866
epoch time: 7.3287148476s, input_fired_time: 0.1114056706, output_fired_time: 0.0000000000, propagate_forward_time: 6.7652544975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520545006
validation[          , genome  6163] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       964.93408, best error:       897.64862 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.7689056396s, input_fired_time: 1.0116301775, output_fired_time: 0.7725033164, propagate_forward_time: 33.8084640503, propagate_backward_time: 47.6781539917, weight_update_time: 0.1163468063, other_time: 2.4981536865
epoch time: 7.3334283829s, input_fired_time: 0.1106775552, output_fired_time: 0.0000000000, propagate_forward_time: 6.7669968605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557538033
validation[          , genome  6163] predictions:    9611/  10000 (96.11%), best:    9737/10000 (97.37%), error:      1329.92041, best error:       897.64862 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 85.2605438232s, input_fired_time: 1.0002893209, output_fired_time: 0.7513986230, propagate_forward_time: 33.7372817993, propagate_backward_time: 47.2923431396, weight_update_time: 0.1152432710, other_time: 2.4792327881
epoch time: 7.3032879829s, input_fired_time: 0.1099986807, output_fired_time: 0.0000000000, propagate_forward_time: 6.7479910851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452981949
validation[          , genome  6163] predictions:    9684/  10000 (96.84%), best:    9737/10000 (97.37%), error:      1081.46765, best error:       897.64862 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 85.5481262207s, input_fired_time: 1.0075623989, output_fired_time: 0.7658401132, propagate_forward_time: 33.7771759033, propagate_backward_time: 47.5076866150, weight_update_time: 0.1151048318, other_time: 2.4898643494
epoch time: 7.3207554817s, input_fired_time: 0.1103120297, output_fired_time: 0.0000000000, propagate_forward_time: 6.7582716942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4521718025
validation[          , genome  6163] predictions:    9736/  10000 (97.36%), best:    9737/10000 (97.37%), error:       932.07159, best error:       897.64862 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.2101974487s, input_fired_time: 1.0017211437, output_fired_time: 0.7641585469, propagate_forward_time: 33.6175079346, propagate_backward_time: 47.3397102356, weight_update_time: 0.1150391102, other_time: 2.4870948792
epoch time: 7.2651195526s, input_fired_time: 0.1098923758, output_fired_time: 0.0000000000, propagate_forward_time: 6.7027091980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525179863
validation[          , genome  6163] predictions:    9712/  10000 (97.12%), best:    9737/10000 (97.37%), error:       970.06946, best error:       897.64862 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 84.9518127441s, input_fired_time: 0.9981203079, output_fired_time: 0.7589499354, propagate_forward_time: 33.5264968872, propagate_backward_time: 47.1901435852, weight_update_time: 0.1150052175, other_time: 2.4780998230
epoch time: 7.2614850998s, input_fired_time: 0.1111063138, output_fired_time: 0.0000000000, propagate_forward_time: 6.6969275475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534511566
validation[          , genome  6163] predictions:    9707/  10000 (97.07%), best:    9737/10000 (97.37%), error:      1028.66174, best error:       897.64862 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 79.5097274780s, input_fired_time: 0.9598842263, output_fired_time: 0.7215170264, propagate_forward_time: 31.2983779907, propagate_backward_time: 44.1441841125, weight_update_time: 0.1076351330, other_time: 2.3857612610
epoch time: 7.3311085701s, input_fired_time: 0.1119021922, output_fired_time: 0.0000000000, propagate_forward_time: 6.7672085762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519977570
validation[          , genome  6163] predictions:    9706/  10000 (97.06%), best:    9737/10000 (97.37%), error:      1009.22083, best error:       897.64862 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 84.2227554321s, input_fired_time: 0.9966888428, output_fired_time: 0.7564420700, propagate_forward_time: 33.2063179016, propagate_backward_time: 46.8023986816, weight_update_time: 0.1137855649, other_time: 2.4609107971
epoch time: 7.3135533333s, input_fired_time: 0.1099342406, output_fired_time: 0.0000000000, propagate_forward_time: 6.7523865700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512324333
validation[          , genome  6163] predictions:    9683/  10000 (96.83%), best:    9737/10000 (97.37%), error:      1088.25391, best error:       897.64862 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.8546676636s, input_fired_time: 1.0024852753, output_fired_time: 0.7622998357, propagate_forward_time: 33.4833564758, propagate_backward_time: 47.1381187439, weight_update_time: 0.1142916828, other_time: 2.4684066772
epoch time: 7.3106908798s, input_fired_time: 0.1159590781, output_fired_time: 0.0000000000, propagate_forward_time: 6.7460141182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487175941
validation[          , genome  6163] predictions:    9587/  10000 (95.87%), best:    9737/10000 (97.37%), error:      1359.71143, best error:       897.64862 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.2220230103s, input_fired_time: 1.0020270348, output_fired_time: 0.7613756657, propagate_forward_time: 33.6307373047, propagate_backward_time: 47.3602485657, weight_update_time: 0.1148629114, other_time: 2.4676322937
epoch time: 7.3209972382s, input_fired_time: 0.1108713970, output_fired_time: 0.0000000000, propagate_forward_time: 6.7585372925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515886307
validation[          , genome  6163] predictions:    9732/  10000 (97.32%), best:    9737/10000 (97.37%), error:       938.23157, best error:       897.64862 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 84.7664947510s, input_fired_time: 0.9975628257, output_fired_time: 0.7517226934, propagate_forward_time: 33.5260963440, propagate_backward_time: 47.0230636597, weight_update_time: 0.1145601720, other_time: 2.4680442810
epoch time: 7.2501955032s, input_fired_time: 0.1086242273, output_fired_time: 0.0000000000, propagate_forward_time: 6.6915392876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500317574
validation[          , genome  6163] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       955.68793, best error:       897.64862 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.3671569824s, input_fired_time: 1.0050146580, output_fired_time: 0.7648413777, propagate_forward_time: 33.6823196411, propagate_backward_time: 47.4354209900, weight_update_time: 0.1149820983, other_time: 2.4795646667
epoch time: 7.3252077103s, input_fired_time: 0.1122898683, output_fired_time: 0.0000000000, propagate_forward_time: 6.7618799210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510378838
validation[          , genome  6163] predictions:    9694/  10000 (96.94%), best:    9737/10000 (97.37%), error:      1041.59045, best error:       897.64862 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 83.6696548462s, input_fired_time: 0.9926961660, output_fired_time: 0.7514468431, propagate_forward_time: 32.9925651550, propagate_backward_time: 46.4802246094, weight_update_time: 0.1128967777, other_time: 2.4527168274
epoch time: 7.2972021103s, input_fired_time: 0.1117509529, output_fired_time: 0.0000000000, propagate_forward_time: 6.7320899963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4533610344
validation[          , genome  6163] predictions:    9660/  10000 (96.60%), best:    9737/10000 (97.37%), error:      1132.98450, best error:       897.64862 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 84.9907150269s, input_fired_time: 1.0020689964, output_fired_time: 0.7577714920, propagate_forward_time: 33.5462989807, propagate_backward_time: 47.2093009949, weight_update_time: 0.1145175621, other_time: 2.4752731323
epoch time: 7.3254752159s, input_fired_time: 0.1113041267, output_fired_time: 0.0000000000, propagate_forward_time: 6.7593679428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4548029900
validation[          , genome  6163] predictions:    9698/  10000 (96.98%), best:    9737/10000 (97.37%), error:      1046.70581, best error:       897.64862 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.6247558594s, input_fired_time: 1.0118767023, output_fired_time: 0.7686564922, propagate_forward_time: 33.7690162659, propagate_backward_time: 47.5811233521, weight_update_time: 0.1154261902, other_time: 2.4940834045
epoch time: 7.3053698540s, input_fired_time: 0.1119216084, output_fired_time: 0.0000000000, propagate_forward_time: 6.7397322655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537158012
validation[          , genome  6163] predictions:    9690/  10000 (96.90%), best:    9737/10000 (97.37%), error:      1053.62207, best error:       897.64862 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: 36.5465507507s, input_fired_time: 0.5475960970, output_fired_time: 0.0000000000, propagate_forward_time: 33.6922416687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3067131042
best training[          , genome  6163] predictions:   49215/  50000 (98.43%), best:    9737/10000 (97.37%), error:      2872.54004, best error:       897.64862 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: 7.3054885864s, input_fired_time: 0.1078808084, output_fired_time: 0.0000000000, propagate_forward_time: 6.7521839142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4454240799
   testing[          , genome  6163] predictions:    9743/  10000 (97.43%), best:    9737/10000 (97.37%), error:       853.13269, best error:       897.64862 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:45:53 (72850): called boinc_finish(0)

</stderr_txt>
]]>