Nameexact_genome_1512568488_42_7085_0
Workunit2606642
Created7 Dec 2017, 23:40:40 UTC
Sent7 Dec 2017, 23:48:16 UTC
Report deadline17 Dec 2017, 4:59:27 UTC
Received8 Dec 2017, 9:42:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 44 min 9 sec
CPU time2 hours 44 min 6 sec
Validate stateValid
Credit2,304.03
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.23 MB
Peak swap size155.04 MB
Peak disk usage1.52 MB

Stderr output

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

epoch time: 86.9273681641s, input_fired_time: 1.2341994047, output_fired_time: 0.7761430740, propagate_forward_time: 34.3347930908, propagate_backward_time: 48.3591117859, weight_update_time: 0.1003408358, other_time: 2.2231178284
epoch time: 7.3478221893s, input_fired_time: 0.1308865398, output_fired_time: 0.0000000000, propagate_forward_time: 6.8443050385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726305962
validation[          , genome  7085] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       831.91559, best error:       831.91559 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.5598449707s, input_fired_time: 1.2242991924, output_fired_time: 0.7715467811, propagate_forward_time: 34.2278556824, propagate_backward_time: 48.1213035583, weight_update_time: 0.1000507325, other_time: 2.2148437500
epoch time: 7.3674983978s, input_fired_time: 0.1299514472, output_fired_time: 0.0000000000, propagate_forward_time: 6.8552775383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822693825
validation[          , genome  7085] predictions:    9736/  10000 (97.36%), best:    9772/10000 (97.72%), error:       896.50684, best error:       831.91559 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.3566207886s, input_fired_time: 1.2383561134, output_fired_time: 0.7842071652, propagate_forward_time: 34.9904937744, propagate_backward_time: 49.0344505310, weight_update_time: 0.1006612405, other_time: 2.3091087341
epoch time: 8.8521146774s, input_fired_time: 0.1451978683, output_fired_time: 0.0000000000, propagate_forward_time: 8.2758789062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310379028
validation[          , genome  7085] predictions:    9711/  10000 (97.11%), best:    9772/10000 (97.72%), error:       929.66449, best error:       831.91559 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 89.4764556885s, input_fired_time: 1.2541327477, output_fired_time: 0.8003861308, propagate_forward_time: 35.3727073669, propagate_backward_time: 49.7126998901, weight_update_time: 0.1015843153, other_time: 2.3365287781
epoch time: 7.4779229164s, input_fired_time: 0.1320936084, output_fired_time: 0.0000000000, propagate_forward_time: 6.9549779892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908514977
validation[          , genome  7085] predictions:    9734/  10000 (97.34%), best:    9772/10000 (97.72%), error:       885.76672, best error:       831.91559 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 89.5426940918s, input_fired_time: 1.2323107719, output_fired_time: 0.7942242026, propagate_forward_time: 35.4656219482, propagate_backward_time: 49.8926506042, weight_update_time: 0.0946448967, other_time: 2.1578865051
epoch time: 8.2768898010s, input_fired_time: 0.1363561749, output_fired_time: 0.0000000000, propagate_forward_time: 7.7452783585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952550888
validation[          , genome  7085] predictions:    9730/  10000 (97.30%), best:    9772/10000 (97.72%), error:       884.63940, best error:       831.91559 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 88.6566085815s, input_fired_time: 1.2166285515, output_fired_time: 0.7888728976, propagate_forward_time: 35.0841751099, propagate_backward_time: 49.4664192200, weight_update_time: 0.0934566036, other_time: 2.1005134583
epoch time: 7.3743357658s, input_fired_time: 0.1274280697, output_fired_time: 0.0000000000, propagate_forward_time: 6.8890271187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578805923
validation[          , genome  7085] predictions:    9720/  10000 (97.20%), best:    9772/10000 (97.72%), error:       889.37646, best error:       831.91559 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 90.3612365723s, input_fired_time: 1.2233554125, output_fired_time: 0.7977258563, propagate_forward_time: 35.8647155762, propagate_backward_time: 50.3730087280, weight_update_time: 0.0993813798, other_time: 2.1024246216
epoch time: 7.4889535904s, input_fired_time: 0.1295554191, output_fired_time: 0.0000000000, propagate_forward_time: 6.9975814819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618168831
validation[          , genome  7085] predictions:    9754/  10000 (97.54%), best:    9772/10000 (97.72%), error:       854.62781, best error:       831.91559 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 87.4397811890s, input_fired_time: 1.2011901140, output_fired_time: 0.7760671973, propagate_forward_time: 34.6320724487, propagate_backward_time: 48.7679672241, weight_update_time: 0.0988648683, other_time: 2.0624847412
epoch time: 7.4301285744s, input_fired_time: 0.1255062670, output_fired_time: 0.0000000000, propagate_forward_time: 6.9452285767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593935966
validation[          , genome  7085] predictions:    9713/  10000 (97.13%), best:    9772/10000 (97.72%), error:       897.00330, best error:       831.91559 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.5341033936s, input_fired_time: 1.2131464481, output_fired_time: 0.7847942114, propagate_forward_time: 35.1716842651, propagate_backward_time: 49.2845191956, weight_update_time: 0.0992202535, other_time: 2.0799522400
epoch time: 7.3667345047s, input_fired_time: 0.1272720397, output_fired_time: 0.0000000000, propagate_forward_time: 6.8811335564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583288193
validation[          , genome  7085] predictions:    9700/  10000 (97.00%), best:    9772/10000 (97.72%), error:       901.91156, best error:       831.91559 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 94.4336471558s, input_fired_time: 1.2647900581, output_fired_time: 0.8227670193, propagate_forward_time: 37.6762580872, propagate_backward_time: 52.5126495361, weight_update_time: 0.1033508852, other_time: 2.1571769714
epoch time: 7.3944087029s, input_fired_time: 0.1296298206, output_fired_time: 0.0000000000, propagate_forward_time: 6.8998398781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649392128
validation[          , genome  7085] predictions:    9733/  10000 (97.33%), best:    9772/10000 (97.72%), error:       839.66339, best error:       831.91559 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 89.5578079224s, input_fired_time: 1.2339468002, output_fired_time: 0.7884798050, propagate_forward_time: 35.5411262512, propagate_backward_time: 49.8949432373, weight_update_time: 0.0995473117, other_time: 2.0993080139
epoch time: 7.6410093307s, input_fired_time: 0.1307195723, output_fired_time: 0.0000000000, propagate_forward_time: 7.1382646561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720250130
validation[          , genome  7085] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       757.52997, best error:       757.52997 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 90.3629455566s, input_fired_time: 1.2458896637, output_fired_time: 0.7975618243, propagate_forward_time: 35.7768898010, propagate_backward_time: 50.3978691101, weight_update_time: 0.0996050388, other_time: 2.1447372437
epoch time: 7.3535532951s, input_fired_time: 0.1268497407, output_fired_time: 0.0000000000, propagate_forward_time: 6.8669552803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597483635
validation[          , genome  7085] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       820.39734, best error:       757.52997 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 88.6243515015s, input_fired_time: 1.2330632210, output_fired_time: 0.7867082953, propagate_forward_time: 35.1387405396, propagate_backward_time: 49.3844985962, weight_update_time: 0.0994761139, other_time: 2.0813446045
epoch time: 7.6989870071s, input_fired_time: 0.1324711591, output_fired_time: 0.0000000000, propagate_forward_time: 7.1953406334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711752892
validation[          , genome  7085] predictions:    9785/  10000 (97.85%), best:    9769/10000 (97.69%), error:       775.01483, best error:       757.52997 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.0707321167s, input_fired_time: 1.2195177078, output_fired_time: 0.7798944712, propagate_forward_time: 34.8806800842, propagate_backward_time: 49.1359939575, weight_update_time: 0.0987393036, other_time: 2.0546455383
epoch time: 7.5719699860s, input_fired_time: 0.1303699017, output_fired_time: 0.0000000000, propagate_forward_time: 7.0804462433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611536026
validation[          , genome  7085] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       878.59949, best error:       757.52997 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 92.2893676758s, input_fired_time: 1.2572640181, output_fired_time: 0.8095496297, propagate_forward_time: 36.6445045471, propagate_backward_time: 51.4262504578, weight_update_time: 0.1030518711, other_time: 2.1518020630
epoch time: 7.9425325394s, input_fired_time: 0.1362531334, output_fired_time: 0.0000000000, propagate_forward_time: 7.4275531769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787260056
validation[          , genome  7085] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       851.39691, best error:       757.52997 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 90.3425292969s, input_fired_time: 1.2514334917, output_fired_time: 0.7943671942, propagate_forward_time: 35.8443679810, propagate_backward_time: 50.3517913818, weight_update_time: 0.0999618024, other_time: 2.1005706787
epoch time: 7.9211797714s, input_fired_time: 0.1370217651, output_fired_time: 0.0000000000, propagate_forward_time: 7.4052553177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789029121
validation[          , genome  7085] predictions:    9706/  10000 (97.06%), best:    9769/10000 (97.69%), error:       907.44342, best error:       757.52997 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 89.7486419678s, input_fired_time: 1.2466118336, output_fired_time: 0.7935831547, propagate_forward_time: 35.5826377869, propagate_backward_time: 49.9997940063, weight_update_time: 0.0997743979, other_time: 2.1260108948
epoch time: 7.7469234467s, input_fired_time: 0.1348745674, output_fired_time: 0.0000000000, propagate_forward_time: 7.2436656952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683834076
validation[          , genome  7085] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       725.65955, best error:       725.65955 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.6063232422s, input_fired_time: 1.2236431837, output_fired_time: 0.7803413868, propagate_forward_time: 35.1980705261, propagate_backward_time: 49.3438148499, weight_update_time: 0.1008121669, other_time: 2.0604553223
epoch time: 7.3396592140s, input_fired_time: 0.1261086762, output_fired_time: 0.0000000000, propagate_forward_time: 6.8576221466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3559284210
validation[          , genome  7085] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       705.94293, best error:       705.94293 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 91.7877502441s, input_fired_time: 1.2514406443, output_fired_time: 0.8070172071, propagate_forward_time: 36.5010833740, propagate_backward_time: 51.1133422852, weight_update_time: 0.1025088951, other_time: 2.1148681641
epoch time: 7.4620995522s, input_fired_time: 0.1268661916, output_fired_time: 0.0000000000, propagate_forward_time: 6.9759173393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593158722
validation[          , genome  7085] predictions:    9717/  10000 (97.17%), best:    9770/10000 (97.70%), error:       919.88977, best error:       705.94293 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 88.7037124634s, input_fired_time: 1.2247087955, output_fired_time: 0.7812850475, propagate_forward_time: 35.0790138245, propagate_backward_time: 49.5620384216, weight_update_time: 0.0978690535, other_time: 2.0566635132
epoch time: 7.3321709633s, input_fired_time: 0.1323704123, output_fired_time: 0.0000000000, propagate_forward_time: 6.8356175423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641829491
validation[          , genome  7085] predictions:    9733/  10000 (97.33%), best:    9770/10000 (97.70%), error:       800.40216, best error:       705.94293 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 86.3976440430s, input_fired_time: 1.2306262255, output_fired_time: 0.7642882466, propagate_forward_time: 34.2390899658, propagate_backward_time: 48.0590438843, weight_update_time: 0.0903834030, other_time: 2.1045913696
epoch time: 7.8126072884s, input_fired_time: 0.1400715262, output_fired_time: 0.0000000000, propagate_forward_time: 7.2961192131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764166832
validation[          , genome  7085] predictions:    9747/  10000 (97.47%), best:    9770/10000 (97.70%), error:       824.66699, best error:       705.94293 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 91.6107177734s, input_fired_time: 1.2629785538, output_fired_time: 0.8040124774, propagate_forward_time: 36.3397674561, propagate_backward_time: 51.0319786072, weight_update_time: 0.1014932916, other_time: 2.1719779968
epoch time: 7.6990742683s, input_fired_time: 0.1372870505, output_fired_time: 0.0000000000, propagate_forward_time: 7.1826691628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791179657
validation[          , genome  7085] predictions:    9750/  10000 (97.50%), best:    9770/10000 (97.70%), error:       795.79175, best error:       705.94293 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 90.1547775269s, input_fired_time: 1.2603000402, output_fired_time: 0.7927353382, propagate_forward_time: 35.6346702576, propagate_backward_time: 50.3147125244, weight_update_time: 0.1008719802, other_time: 2.1523628235
epoch time: 7.5906705856s, input_fired_time: 0.1317708790, output_fired_time: 0.0000000000, propagate_forward_time: 7.0846586227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742408752
validation[          , genome  7085] predictions:    9758/  10000 (97.58%), best:    9770/10000 (97.70%), error:       763.24774, best error:       705.94293 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 90.7826538086s, input_fired_time: 1.2718868256, output_fired_time: 0.7950338721, propagate_forward_time: 36.0816955566, propagate_backward_time: 50.4788551331, weight_update_time: 0.1011564955, other_time: 2.1551780701
epoch time: 7.6829466820s, input_fired_time: 0.1364271790, output_fired_time: 0.0000000000, propagate_forward_time: 7.1753726006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3711466789
validation[          , genome  7085] predictions:    9716/  10000 (97.16%), best:    9770/10000 (97.70%), error:       908.54150, best error:       705.94293 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 89.8944702148s, input_fired_time: 1.2525672913, output_fired_time: 0.7935653925, propagate_forward_time: 35.7062492371, propagate_backward_time: 50.0287780762, weight_update_time: 0.1024322733, other_time: 2.1133155823
epoch time: 7.8410577774s, input_fired_time: 0.1384572089, output_fired_time: 0.0000000000, propagate_forward_time: 7.3225793839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800210953
validation[          , genome  7085] predictions:    9748/  10000 (97.48%), best:    9770/10000 (97.70%), error:       780.51074, best error:       705.94293 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 89.8107147217s, input_fired_time: 1.2549265623, output_fired_time: 0.7905165553, propagate_forward_time: 35.6343574524, propagate_backward_time: 50.0157012939, weight_update_time: 0.0936744660, other_time: 2.1152076721
epoch time: 7.4762306213s, input_fired_time: 0.1304361969, output_fired_time: 0.0000000000, propagate_forward_time: 6.9770426750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687515259
validation[          , genome  7085] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       781.83978, best error:       705.94293 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 88.4029846191s, input_fired_time: 1.2549368143, output_fired_time: 0.7821749449, propagate_forward_time: 34.9659881592, propagate_backward_time: 49.2399826050, weight_update_time: 0.0968020633, other_time: 2.1599044800
epoch time: 7.4840803146s, input_fired_time: 0.1329614967, output_fired_time: 0.0000000000, propagate_forward_time: 6.9932584763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578605652
validation[          , genome  7085] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       678.94592, best error:       678.94592 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 87.4901123047s, input_fired_time: 1.2263063192, output_fired_time: 0.7791703939, propagate_forward_time: 34.6761932373, propagate_backward_time: 48.7770576477, weight_update_time: 0.0909350589, other_time: 2.0313911438
epoch time: 7.5099487305s, input_fired_time: 0.1324420720, output_fired_time: 0.0000000000, propagate_forward_time: 7.0180234909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594832420
validation[          , genome  7085] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       716.01721, best error:       678.94592 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 89.8693618774s, input_fired_time: 1.2463449240, output_fired_time: 0.7929837704, propagate_forward_time: 35.5695648193, propagate_backward_time: 50.1718215942, weight_update_time: 0.0936561525, other_time: 2.0886459351
epoch time: 7.7297325134s, input_fired_time: 0.1327554137, output_fired_time: 0.0000000000, propagate_forward_time: 7.2231702805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738069534
validation[          , genome  7085] predictions:    9790/  10000 (97.90%), best:    9798/10000 (97.98%), error:       707.09332, best error:       678.94592 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 88.8578109741s, input_fired_time: 1.2358877659, output_fired_time: 0.7870418429, propagate_forward_time: 35.2909622192, propagate_backward_time: 49.5065116882, weight_update_time: 0.0924476832, other_time: 2.0374107361
epoch time: 7.4018039703s, input_fired_time: 0.1317289919, output_fired_time: 0.0000000000, propagate_forward_time: 6.9122891426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577857018
validation[          , genome  7085] predictions:    9752/  10000 (97.52%), best:    9798/10000 (97.98%), error:       768.01947, best error:       678.94592 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 88.0275497437s, input_fired_time: 1.2405234575, output_fired_time: 0.7829752564, propagate_forward_time: 34.9517250061, propagate_backward_time: 49.0225028992, weight_update_time: 0.0916670635, other_time: 2.0298233032
epoch time: 7.4453415871s, input_fired_time: 0.1329294145, output_fired_time: 0.0000000000, propagate_forward_time: 6.9545097351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579025269
validation[          , genome  7085] predictions:    9739/  10000 (97.39%), best:    9798/10000 (97.98%), error:       820.66406, best error:       678.94592 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 93.1638183594s, input_fired_time: 1.2819125652, output_fired_time: 0.8140540719, propagate_forward_time: 37.0222969055, propagate_backward_time: 51.8778572083, weight_update_time: 0.0983884186, other_time: 2.1676940918
epoch time: 7.3588933945s, input_fired_time: 0.1294569671, output_fired_time: 0.0000000000, propagate_forward_time: 6.8728885651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565478325
validation[          , genome  7085] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       737.47601, best error:       678.94592 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 89.4650726318s, input_fired_time: 1.2527604103, output_fired_time: 0.7871071100, propagate_forward_time: 35.5431747437, propagate_backward_time: 49.8050613403, weight_update_time: 0.0940258801, other_time: 2.0769653320
epoch time: 7.5420055389s, input_fired_time: 0.1323380172, output_fired_time: 0.0000000000, propagate_forward_time: 7.0463733673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632941246
validation[          , genome  7085] predictions:    9781/  10000 (97.81%), best:    9798/10000 (97.98%), error:       721.47534, best error:       678.94592 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 91.8342361450s, input_fired_time: 1.2781318426, output_fired_time: 0.8045526147, propagate_forward_time: 36.4010391235, propagate_backward_time: 51.2073364258, weight_update_time: 0.0971945971, other_time: 2.1431808472
epoch time: 7.3724117279s, input_fired_time: 0.1388306618, output_fired_time: 0.0000000000, propagate_forward_time: 6.8554863930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780946732
validation[          , genome  7085] predictions:    9742/  10000 (97.42%), best:    9798/10000 (97.98%), error:       846.67950, best error:       678.94592 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 88.3980407715s, input_fired_time: 1.2571923733, output_fired_time: 0.7847062945, propagate_forward_time: 35.0350532532, propagate_backward_time: 49.1832122803, weight_update_time: 0.0945859104, other_time: 2.1378746033
epoch time: 7.3892798424s, input_fired_time: 0.1348132342, output_fired_time: 0.0000000000, propagate_forward_time: 6.8905906677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638758659
validation[          , genome  7085] predictions:    9782/  10000 (97.82%), best:    9798/10000 (97.98%), error:       701.68079, best error:       678.94592 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 87.9281921387s, input_fired_time: 1.2434195280, output_fired_time: 0.7838260531, propagate_forward_time: 34.8403091431, propagate_backward_time: 48.9892387390, weight_update_time: 0.0919708759, other_time: 2.0713996887
epoch time: 7.3625450134s, input_fired_time: 0.1311322153, output_fired_time: 0.0000000000, propagate_forward_time: 6.8686175346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627953529
validation[          , genome  7085] predictions:    9751/  10000 (97.51%), best:    9798/10000 (97.98%), error:       806.19073, best error:       678.94592 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 87.3982315063s, input_fired_time: 1.2326273918, output_fired_time: 0.7791066766, propagate_forward_time: 34.6699142456, propagate_backward_time: 48.6684150696, weight_update_time: 0.0914669037, other_time: 2.0481681824
epoch time: 7.6797833443s, input_fired_time: 0.1354770958, output_fired_time: 0.0000000000, propagate_forward_time: 7.1734576225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708486557
validation[          , genome  7085] predictions:    9754/  10000 (97.54%), best:    9798/10000 (97.98%), error:       849.34595, best error:       678.94592 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 87.9138031006s, input_fired_time: 1.2373191118, output_fired_time: 0.7828965187, propagate_forward_time: 34.8846778870, propagate_backward_time: 48.9528312683, weight_update_time: 0.0922771096, other_time: 2.0560760498
epoch time: 7.8491339684s, input_fired_time: 0.1381093711, output_fired_time: 0.0000000000, propagate_forward_time: 7.3344364166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765883446
validation[          , genome  7085] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       731.05920, best error:       678.94592 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 90.2094955444s, input_fired_time: 1.2594573498, output_fired_time: 0.7932809591, propagate_forward_time: 35.8000717163, propagate_backward_time: 50.2627067566, weight_update_time: 0.0940968245, other_time: 2.0939750671
epoch time: 7.6414875984s, input_fired_time: 0.1383906603, output_fired_time: 0.0000000000, propagate_forward_time: 7.1235718727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795251846
validation[          , genome  7085] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       732.94275, best error:       678.94592 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 91.8694305420s, input_fired_time: 1.2781906128, output_fired_time: 0.8047861457, propagate_forward_time: 36.4828376770, propagate_backward_time: 51.1633338928, weight_update_time: 0.0955039635, other_time: 2.1402816772
epoch time: 7.3819756508s, input_fired_time: 0.1340535134, output_fired_time: 0.0000000000, propagate_forward_time: 6.8890051842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589167595
validation[          , genome  7085] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       726.90289, best error:       678.94592 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 87.1029434204s, input_fired_time: 1.2434852123, output_fired_time: 0.7713084221, propagate_forward_time: 34.5184173584, propagate_backward_time: 48.5283355713, weight_update_time: 0.0912655070, other_time: 2.0413970947
epoch time: 7.4174771309s, input_fired_time: 0.1335677207, output_fired_time: 0.0000000000, propagate_forward_time: 6.9237303734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601789474
validation[          , genome  7085] predictions:    9772/  10000 (97.72%), best:    9798/10000 (97.98%), error:       712.44580, best error:       678.94592 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 88.5785827637s, input_fired_time: 1.2518881559, output_fired_time: 0.7900259495, propagate_forward_time: 35.1079750061, propagate_backward_time: 49.3241806030, weight_update_time: 0.0924152136, other_time: 2.1045188904
epoch time: 7.6426897049s, input_fired_time: 0.1383126825, output_fired_time: 0.0000000000, propagate_forward_time: 7.1309218407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734550476
validation[          , genome  7085] predictions:    9774/  10000 (97.74%), best:    9798/10000 (97.98%), error:       724.18250, best error:       678.94592 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 89.1451492310s, input_fired_time: 1.2557895184, output_fired_time: 0.7858384848, propagate_forward_time: 35.2786750793, propagate_backward_time: 49.7603797913, weight_update_time: 0.0922951028, other_time: 2.0644683838
epoch time: 7.6496253014s, input_fired_time: 0.1354068816, output_fired_time: 0.0000000000, propagate_forward_time: 7.1395182610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747000694
validation[          , genome  7085] predictions:    9759/  10000 (97.59%), best:    9798/10000 (97.98%), error:       778.16754, best error:       678.94592 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 94.5216522217s, input_fired_time: 1.3029203415, output_fired_time: 0.8222351074, propagate_forward_time: 37.7314872742, propagate_backward_time: 52.5016098022, weight_update_time: 0.0985315964, other_time: 2.1634025574
epoch time: 7.4846062660s, input_fired_time: 0.1355062276, output_fired_time: 0.0000000000, propagate_forward_time: 6.9901981354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589019775
validation[          , genome  7085] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       670.29724, best error:       670.29724 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 89.5996093750s, input_fired_time: 1.2579399347, output_fired_time: 0.7938799262, propagate_forward_time: 35.5159111023, propagate_backward_time: 49.9712791443, weight_update_time: 0.0929737166, other_time: 2.0606002808
epoch time: 7.4531812668s, input_fired_time: 0.1344266087, output_fired_time: 0.0000000000, propagate_forward_time: 6.9584503174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603043556
validation[          , genome  7085] predictions:    9775/  10000 (97.75%), best:    9777/10000 (97.77%), error:       726.71503, best error:       670.29724 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 89.9252777100s, input_fired_time: 1.2599660158, output_fired_time: 0.7929705381, propagate_forward_time: 35.8280487061, propagate_backward_time: 49.9752006531, weight_update_time: 0.0934721455, other_time: 2.0690956116
epoch time: 7.5853519440s, input_fired_time: 0.1324047744, output_fired_time: 0.0000000000, propagate_forward_time: 7.0909152031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620319366
validation[          , genome  7085] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       799.12018, best error:       670.29724 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 92.5466766357s, input_fired_time: 1.2940040827, output_fired_time: 0.8100681305, propagate_forward_time: 36.7180595398, propagate_backward_time: 51.5938949585, weight_update_time: 0.0971194506, other_time: 2.1306495667
epoch time: 7.6375122070s, input_fired_time: 0.1406906694, output_fired_time: 0.0000000000, propagate_forward_time: 7.1141686440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826527596
validation[          , genome  7085] predictions:    9702/  10000 (97.02%), best:    9777/10000 (97.77%), error:       901.06720, best error:       670.29724 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 89.1987991333s, input_fired_time: 1.2754262686, output_fired_time: 0.7914053798, propagate_forward_time: 35.2973556519, propagate_backward_time: 49.6744689941, weight_update_time: 0.0976462215, other_time: 2.1601409912
epoch time: 7.4622802734s, input_fired_time: 0.1398514360, output_fired_time: 0.0000000000, propagate_forward_time: 6.9491529465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732757568
validation[          , genome  7085] predictions:    9789/  10000 (97.89%), best:    9777/10000 (97.77%), error:       691.06189, best error:       670.29724 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 88.3293380737s, input_fired_time: 1.2584128380, output_fired_time: 0.7838567495, propagate_forward_time: 34.9975967407, propagate_backward_time: 49.1991004944, weight_update_time: 0.0924504101, other_time: 2.0903663635
epoch time: 7.6212515831s, input_fired_time: 0.1364535391, output_fired_time: 0.0000000000, propagate_forward_time: 7.1151361465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696618080
validation[          , genome  7085] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       782.19543, best error:       670.29724 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 89.1741333008s, input_fired_time: 1.2642514706, output_fired_time: 0.7879489660, propagate_forward_time: 35.4152984619, propagate_backward_time: 49.6306953430, weight_update_time: 0.0936449319, other_time: 2.0759391785
epoch time: 7.4623241425s, input_fired_time: 0.1331552565, output_fired_time: 0.0000000000, propagate_forward_time: 6.9672050476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619637489
validation[          , genome  7085] predictions:    9708/  10000 (97.08%), best:    9777/10000 (97.77%), error:       969.96857, best error:       670.29724 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.9609375000s, input_fired_time: 1.2537069321, output_fired_time: 0.7798355222, propagate_forward_time: 34.8549880981, propagate_backward_time: 49.0208129883, weight_update_time: 0.0920021757, other_time: 2.0515899658
epoch time: 7.3302850723s, input_fired_time: 0.1320894361, output_fired_time: 0.0000000000, propagate_forward_time: 6.8404679298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577275276
validation[          , genome  7085] predictions:    9789/  10000 (97.89%), best:    9777/10000 (97.77%), error:       702.46478, best error:       670.29724 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 87.8855285645s, input_fired_time: 1.2557109594, output_fired_time: 0.7778332829, propagate_forward_time: 34.8191375732, propagate_backward_time: 48.9899711609, weight_update_time: 0.0919608846, other_time: 2.0428733826
epoch time: 7.3555326462s, input_fired_time: 0.1300922930, output_fired_time: 0.0000000000, propagate_forward_time: 6.8653874397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600530624
validation[          , genome  7085] predictions:    9724/  10000 (97.24%), best:    9777/10000 (97.77%), error:       942.74536, best error:       670.29724 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.2051315308s, input_fired_time: 1.2471226454, output_fired_time: 0.7738516331, propagate_forward_time: 34.5145225525, propagate_backward_time: 48.6367340088, weight_update_time: 0.0911382139, other_time: 2.0329017639
epoch time: 7.4780368805s, input_fired_time: 0.1364323348, output_fired_time: 0.0000000000, propagate_forward_time: 6.9807996750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608050346
validation[          , genome  7085] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       772.33240, best error:       670.29724 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 93.1026916504s, input_fired_time: 1.3017462492, output_fired_time: 0.8163664341, propagate_forward_time: 37.1455802917, propagate_backward_time: 51.7084541321, weight_update_time: 0.0971410125, other_time: 2.1305465698
epoch time: 7.5329279900s, input_fired_time: 0.1367675513, output_fired_time: 0.0000000000, propagate_forward_time: 7.0326132774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635473251
validation[          , genome  7085] predictions:    9689/  10000 (96.89%), best:    9777/10000 (97.77%), error:       983.38202, best error:       670.29724 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 88.5337982178s, input_fired_time: 1.2601015568, output_fired_time: 0.7842733264, propagate_forward_time: 35.1106796265, propagate_backward_time: 49.3366050720, weight_update_time: 0.0924053565, other_time: 2.0421409607
epoch time: 7.5731258392s, input_fired_time: 0.1383361220, output_fired_time: 0.0000000000, propagate_forward_time: 7.0693621635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654274940
validation[          , genome  7085] predictions:    9782/  10000 (97.82%), best:    9777/10000 (97.77%), error:       734.85022, best error:       670.29724 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.4365158081s, input_fired_time: 1.2591605186, output_fired_time: 0.7836344242, propagate_forward_time: 35.1041831970, propagate_backward_time: 49.2144050598, weight_update_time: 0.0923228487, other_time: 2.0751266479
epoch time: 7.5663886070s, input_fired_time: 0.1347422153, output_fired_time: 0.0000000000, propagate_forward_time: 7.0637998581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678464890
validation[          , genome  7085] predictions:    9771/  10000 (97.71%), best:    9777/10000 (97.77%), error:       747.27576, best error:       670.29724 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 89.9844360352s, input_fired_time: 1.2687147856, output_fired_time: 0.7912543416, propagate_forward_time: 35.7357788086, propagate_backward_time: 50.1250267029, weight_update_time: 0.0936028287, other_time: 2.0636634827
epoch time: 7.4910206795s, input_fired_time: 0.1366201937, output_fired_time: 0.0000000000, propagate_forward_time: 6.9889545441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654460907
validation[          , genome  7085] predictions:    9725/  10000 (97.25%), best:    9777/10000 (97.77%), error:       886.23102, best error:       670.29724 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 90.4191513062s, input_fired_time: 1.2724410295, output_fired_time: 0.7952665091, propagate_forward_time: 35.9408912659, propagate_backward_time: 50.3469924927, weight_update_time: 0.0936291590, other_time: 2.0635643005
epoch time: 7.6521539688s, input_fired_time: 0.1344907284, output_fired_time: 0.0000000000, propagate_forward_time: 7.1512145996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664484024
validation[          , genome  7085] predictions:    9775/  10000 (97.75%), best:    9777/10000 (97.77%), error:       721.68988, best error:       670.29724 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 91.8437042236s, input_fired_time: 1.2941362858, output_fired_time: 0.8075810075, propagate_forward_time: 36.5645675659, propagate_backward_time: 51.0667800903, weight_update_time: 0.0961534306, other_time: 2.1106414795
epoch time: 7.5195388794s, input_fired_time: 0.1384409964, output_fired_time: 0.0000000000, propagate_forward_time: 7.0164713860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646264076
validation[          , genome  7085] predictions:    9548/  10000 (95.48%), best:    9777/10000 (97.77%), error:      1500.53821, best error:       670.29724 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 90.4870376587s, input_fired_time: 1.2760339975, output_fired_time: 0.7960131764, propagate_forward_time: 35.9008483887, propagate_backward_time: 50.4458885193, weight_update_time: 0.0939082131, other_time: 2.0682563782
epoch time: 7.3724374771s, input_fired_time: 0.1365004033, output_fired_time: 0.0000000000, propagate_forward_time: 6.8796005249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563365936
validation[          , genome  7085] predictions:    9764/  10000 (97.64%), best:    9777/10000 (97.77%), error:       717.13562, best error:       670.29724 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 89.0343093872s, input_fired_time: 1.2687755823, output_fired_time: 0.7860122323, propagate_forward_time: 35.4006347656, propagate_backward_time: 49.5477294922, weight_update_time: 0.0927816108, other_time: 2.0311584473
epoch time: 7.5772442818s, input_fired_time: 0.1342249215, output_fired_time: 0.0000000000, propagate_forward_time: 7.0775589943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654603958
validation[          , genome  7085] predictions:    9783/  10000 (97.83%), best:    9777/10000 (97.77%), error:       690.13794, best error:       670.29724 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 90.2616348267s, input_fired_time: 1.2784600258, output_fired_time: 0.7922294736, propagate_forward_time: 35.7686462402, propagate_backward_time: 50.3595237732, weight_update_time: 0.0940213576, other_time: 2.0627784729
epoch time: 7.5226354599s, input_fired_time: 0.1365250051, output_fired_time: 0.0000000000, propagate_forward_time: 7.0248112679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612990379
validation[          , genome  7085] predictions:    9741/  10000 (97.41%), best:    9777/10000 (97.77%), error:       829.67975, best error:       670.29724 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 88.5718307495s, input_fired_time: 1.2609964609, output_fired_time: 0.7789490819, propagate_forward_time: 35.1838455200, propagate_backward_time: 49.2815895081, weight_update_time: 0.0922208130, other_time: 2.0664558411
epoch time: 7.4562988281s, input_fired_time: 0.1356125027, output_fired_time: 0.0000000000, propagate_forward_time: 6.9521465302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685398102
validation[          , genome  7085] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       838.28888, best error:       670.29724 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 89.5701904297s, input_fired_time: 1.2748483419, output_fired_time: 0.7859857082, propagate_forward_time: 35.6751365662, propagate_backward_time: 49.7504920959, weight_update_time: 0.0938998535, other_time: 2.0837249756
epoch time: 7.4308819771s, input_fired_time: 0.1345463395, output_fired_time: 0.0000000000, propagate_forward_time: 6.9359898567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603458405
validation[          , genome  7085] predictions:    9766/  10000 (97.66%), best:    9777/10000 (97.77%), error:       732.26740, best error:       670.29724 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 88.0134048462s, input_fired_time: 1.2636628151, output_fired_time: 0.7789729238, propagate_forward_time: 34.8812522888, propagate_backward_time: 49.0452957153, weight_update_time: 0.0918015838, other_time: 2.0442161560
epoch time: 7.4364075661s, input_fired_time: 0.1384105533, output_fired_time: 0.0000000000, propagate_forward_time: 6.9403634071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576335907
validation[          , genome  7085] predictions:    9779/  10000 (97.79%), best:    9777/10000 (97.77%), error:       686.23651, best error:       670.29724 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 89.7576217651s, input_fired_time: 1.2754528522, output_fired_time: 0.7890237570, propagate_forward_time: 35.7142143250, propagate_backward_time: 49.9368553162, weight_update_time: 0.0930242315, other_time: 2.0420761108
epoch time: 7.5605425835s, input_fired_time: 0.1392102540, output_fired_time: 0.0000000000, propagate_forward_time: 7.0580263138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633060455
validation[          , genome  7085] predictions:    9761/  10000 (97.61%), best:    9777/10000 (97.77%), error:       753.13873, best error:       670.29724 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 89.0359039307s, input_fired_time: 1.2715694904, output_fired_time: 0.7847294211, propagate_forward_time: 35.4736900330, propagate_backward_time: 49.4707489014, weight_update_time: 0.0926126540, other_time: 2.0351676941
epoch time: 8.0539512634s, input_fired_time: 0.1503497511, output_fired_time: 0.0000000000, propagate_forward_time: 7.5133466721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902549744
validation[          , genome  7085] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       668.07233, best error:       668.07233 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 89.1900634766s, input_fired_time: 1.2712402344, output_fired_time: 0.7854586840, propagate_forward_time: 35.3410110474, propagate_backward_time: 49.7561454773, weight_update_time: 0.0925155804, other_time: 2.0362052917
epoch time: 7.7091865540s, input_fired_time: 0.1389897913, output_fired_time: 0.0000000000, propagate_forward_time: 7.2025456429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676509857
validation[          , genome  7085] predictions:    9788/  10000 (97.88%), best:    9793/10000 (97.93%), error:       696.90588, best error:       668.07233 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 90.5193786621s, input_fired_time: 1.2846323252, output_fired_time: 0.7976084948, propagate_forward_time: 35.9557533264, propagate_backward_time: 50.4134674072, weight_update_time: 0.0936317518, other_time: 2.0679206848
epoch time: 7.5883913040s, input_fired_time: 0.1382770836, output_fired_time: 0.0000000000, propagate_forward_time: 7.0850424767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650717735
validation[          , genome  7085] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       682.85645, best error:       668.07233 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 88.4561996460s, input_fired_time: 1.2703140974, output_fired_time: 0.7816586494, propagate_forward_time: 35.0392646790, propagate_backward_time: 49.3095245361, weight_update_time: 0.0922726914, other_time: 2.0554313660
epoch time: 7.7779936790s, input_fired_time: 0.1447791606, output_fired_time: 0.0000000000, propagate_forward_time: 7.2614226341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717918396
validation[          , genome  7085] predictions:    9738/  10000 (97.38%), best:    9793/10000 (97.93%), error:       831.13092, best error:       668.07233 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 89.8766403198s, input_fired_time: 1.2811788321, output_fired_time: 0.7905215025, propagate_forward_time: 35.7151718140, propagate_backward_time: 50.0408172607, weight_update_time: 0.0927779675, other_time: 2.0489501953
epoch time: 7.6776409149s, input_fired_time: 0.1386674494, output_fired_time: 0.0000000000, propagate_forward_time: 7.1709394455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680338860
validation[          , genome  7085] predictions:    9745/  10000 (97.45%), best:    9793/10000 (97.93%), error:       835.21436, best error:       668.07233 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 89.2032546997s, input_fired_time: 1.2842981815, output_fired_time: 0.7845377922, propagate_forward_time: 35.4429588318, propagate_backward_time: 49.6248550415, weight_update_time: 0.0931325480, other_time: 2.0666007996
epoch time: 7.4180631638s, input_fired_time: 0.1326804459, output_fired_time: 0.0000000000, propagate_forward_time: 6.9258646965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595180511
validation[          , genome  7085] predictions:    9762/  10000 (97.62%), best:    9793/10000 (97.93%), error:       806.57043, best error:       668.07233 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 89.6024627686s, input_fired_time: 1.2752429247, output_fired_time: 0.7939361334, propagate_forward_time: 35.5257415771, propagate_backward_time: 49.9579315186, weight_update_time: 0.0934600979, other_time: 2.0496063232
epoch time: 7.4173293114s, input_fired_time: 0.1388213038, output_fired_time: 0.0000000000, propagate_forward_time: 6.9237761497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547320366
validation[          , genome  7085] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       652.25647, best error:       652.25647 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 88.7351684570s, input_fired_time: 1.2748852968, output_fired_time: 0.7837788463, propagate_forward_time: 35.2276000977, propagate_backward_time: 49.4165420532, weight_update_time: 0.0926791281, other_time: 2.0323638916
epoch time: 7.3480162621s, input_fired_time: 0.1319471002, output_fired_time: 0.0000000000, propagate_forward_time: 6.8624825478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535866737
validation[          , genome  7085] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       717.20575, best error:       652.25647 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 88.1298828125s, input_fired_time: 1.2763749361, output_fired_time: 0.7793489695, propagate_forward_time: 34.9150810242, propagate_backward_time: 49.0922546387, weight_update_time: 0.0940394253, other_time: 2.0668220520
epoch time: 7.3835492134s, input_fired_time: 0.1390485168, output_fired_time: 0.0000000000, propagate_forward_time: 6.8893084526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551921844
validation[          , genome  7085] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       731.27856, best error:       652.25647 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 89.3860931396s, input_fired_time: 1.2773871422, output_fired_time: 0.7846103907, propagate_forward_time: 35.5552062988, propagate_backward_time: 49.6947708130, weight_update_time: 0.0931438655, other_time: 2.0741195679
epoch time: 7.9778213501s, input_fired_time: 0.1418726593, output_fired_time: 0.0000000000, propagate_forward_time: 7.4614963531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744521141
validation[          , genome  7085] predictions:    9753/  10000 (97.53%), best:    9786/10000 (97.86%), error:       818.58466, best error:       652.25647 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 91.9975204468s, input_fired_time: 1.3057938814, output_fired_time: 0.8034174442, propagate_forward_time: 36.6642837524, propagate_backward_time: 51.0884590149, weight_update_time: 0.0956357121, other_time: 2.1355628967
epoch time: 7.8158521652s, input_fired_time: 0.1434950233, output_fired_time: 0.0000000000, propagate_forward_time: 7.2863512039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860058784
validation[          , genome  7085] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       854.91235, best error:       652.25647 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 91.0873336792s, input_fired_time: 1.3026659489, output_fired_time: 0.7949090600, propagate_forward_time: 36.1746826172, propagate_backward_time: 50.6850013733, weight_update_time: 0.0955746099, other_time: 2.1300773621
epoch time: 8.0733337402s, input_fired_time: 0.1451907754, output_fired_time: 0.0000000000, propagate_forward_time: 7.5431122780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850307465
validation[          , genome  7085] predictions:    9761/  10000 (97.61%), best:    9786/10000 (97.86%), error:       773.22253, best error:       652.25647 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 94.2114868164s, input_fired_time: 1.3194036484, output_fired_time: 0.8198950291, propagate_forward_time: 37.5369415283, propagate_backward_time: 52.3933372498, weight_update_time: 0.0970369577, other_time: 2.1419105530
epoch time: 8.0014514923s, input_fired_time: 0.1461014897, output_fired_time: 0.0000000000, propagate_forward_time: 7.4760355949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793144226
validation[          , genome  7085] predictions:    9781/  10000 (97.81%), best:    9786/10000 (97.86%), error:       706.27496, best error:       652.25647 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 88.4171752930s, input_fired_time: 1.2735372782, output_fired_time: 0.7831491828, propagate_forward_time: 34.9730110168, propagate_backward_time: 49.3241615295, weight_update_time: 0.0924643353, other_time: 2.0633163452
epoch time: 7.3397054672s, input_fired_time: 0.1389025897, output_fired_time: 0.0000000000, propagate_forward_time: 6.8421478271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586549759
validation[          , genome  7085] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       773.76160, best error:       652.25647 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 88.1435928345s, input_fired_time: 1.3056480885, output_fired_time: 0.7885281444, propagate_forward_time: 34.8685874939, propagate_backward_time: 48.9708557129, weight_update_time: 0.0983694717, other_time: 2.2099723816
epoch time: 7.3703618050s, input_fired_time: 0.1440342218, output_fired_time: 0.0000000000, propagate_forward_time: 6.8524098396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739175797
validation[          , genome  7085] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       721.39050, best error:       652.25647 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 87.0006484985s, input_fired_time: 1.2850804329, output_fired_time: 0.7727872729, propagate_forward_time: 34.3875579834, propagate_backward_time: 48.3601875305, weight_update_time: 0.0980472490, other_time: 2.1950340271
epoch time: 7.3748311996s, input_fired_time: 0.1374439597, output_fired_time: 0.0000000000, propagate_forward_time: 6.8619933128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753938675
validation[          , genome  7085] predictions:    9791/  10000 (97.91%), best:    9786/10000 (97.86%), error:       691.69769, best error:       652.25647 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.0284423828s, input_fired_time: 1.2491066456, output_fired_time: 0.7850540280, propagate_forward_time: 34.8831481934, propagate_backward_time: 49.0466575623, weight_update_time: 0.0916715786, other_time: 2.0644721985
epoch time: 7.5839848518s, input_fired_time: 0.1355586648, output_fired_time: 0.0000000000, propagate_forward_time: 7.0800571442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683691025
validation[          , genome  7085] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       757.53552, best error:       652.25647 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 90.8987884521s, input_fired_time: 1.2864199877, output_fired_time: 0.7964876294, propagate_forward_time: 36.0163574219, propagate_backward_time: 50.6915473938, weight_update_time: 0.0948053300, other_time: 2.1079750061
epoch time: 7.4415292740s, input_fired_time: 0.1381593943, output_fired_time: 0.0000000000, propagate_forward_time: 6.9401507378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632192612
validation[          , genome  7085] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       751.19238, best error:       652.25647 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 90.9533767700s, input_fired_time: 1.3004313707, output_fired_time: 0.7991726398, propagate_forward_time: 36.1397171021, propagate_backward_time: 50.6076354980, weight_update_time: 0.0944687054, other_time: 2.1064224243
epoch time: 7.4668488503s, input_fired_time: 0.1409356296, output_fired_time: 0.0000000000, propagate_forward_time: 6.9656529427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602604866
validation[          , genome  7085] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       819.70807, best error:       652.25647 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 90.5865097046s, input_fired_time: 1.2929033041, output_fired_time: 0.7953049541, propagate_forward_time: 35.9713363647, propagate_backward_time: 50.4524993896, weight_update_time: 0.0938247964, other_time: 2.0744705200
epoch time: 7.9449372292s, input_fired_time: 0.1445306987, output_fired_time: 0.0000000000, propagate_forward_time: 7.4216527939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787536621
validation[          , genome  7085] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       644.91833, best error:       644.91833 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 92.6490478516s, input_fired_time: 1.3193826675, output_fired_time: 0.8083354831, propagate_forward_time: 36.7030258179, propagate_backward_time: 51.6936340332, weight_update_time: 0.0961417109, other_time: 2.1246719360
epoch time: 7.5689148903s, input_fired_time: 0.1373199224, output_fired_time: 0.0000000000, propagate_forward_time: 7.0694370270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621578217
validation[          , genome  7085] predictions:    9772/  10000 (97.72%), best:    9795/10000 (97.95%), error:       737.31305, best error:       644.91833 on epoch:    99, 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: 37.2080841064s, input_fired_time: 0.7032545209, output_fired_time: 0.0000000000, propagate_forward_time: 34.6807556152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8240737915
best training[          , genome  7085] predictions:   49870/  50000 (99.74%), best:    9795/10000 (97.95%), error:       788.89655, best error:       644.91833 on epoch:    99, 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: 7.4799633026s, input_fired_time: 0.1395281553, output_fired_time: 0.0000000000, propagate_forward_time: 6.9666666985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737683296
   testing[          , genome  7085] predictions:    9819/  10000 (98.19%), best:    9795/10000 (97.95%), error:       655.60522, best error:       644.91833 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:42:41 (7119): called boinc_finish(0)

</stderr_txt>
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