Nameexact_genome_1512568488_44_6693_1
Workunit2604781
Created7 Dec 2017, 21:20:07 UTC
Sent7 Dec 2017, 21:29:32 UTC
Report deadline21 Dec 2017, 7:41:08 UTC
Received8 Dec 2017, 8:15:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID69227
Run time3 hours 43 min 1 sec
CPU time3 hours 42 min 52 sec
Validate stateValid
Credit3,356.18
Device peak FLOPS4.04 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size154.84 MB
Peak swap size156.63 MB
Peak disk usage1.39 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
h time: 123.1718139648s, input_fired_time: 2.0209426880, output_fired_time: 1.3220800161, propagate_forward_time: 44.8421211243, propagate_backward_time: 72.0123367310, weight_update_time: 0.1100465283, other_time: 2.9743270874
epoch time: 9.6489162445s, input_fired_time: 0.2052976042, output_fired_time: 0.0000000000, propagate_forward_time: 8.9453086853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983100891
validation[          , genome  6693] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       788.37347, best error:       715.97589 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 124.2416534424s, input_fired_time: 2.0718996525, output_fired_time: 1.3180487156, propagate_forward_time: 45.2928581238, propagate_backward_time: 72.5524902344, weight_update_time: 0.1065663844, other_time: 3.0063629150
epoch time: 9.3079128265s, input_fired_time: 0.2011017203, output_fired_time: 0.0000000000, propagate_forward_time: 8.6185131073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882984161
validation[          , genome  6693] predictions:    9778/  10000 (97.78%), best:    9775/10000 (97.75%), error:       767.25305, best error:       715.97589 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 124.2839965820s, input_fired_time: 1.9812755585, output_fired_time: 1.3243800402, propagate_forward_time: 45.2847480774, propagate_backward_time: 72.3098220825, weight_update_time: 0.1112073064, other_time: 3.3837661743
epoch time: 9.2459764481s, input_fired_time: 0.2038464844, output_fired_time: 0.0000000000, propagate_forward_time: 8.5496835709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924459457
validation[          , genome  6693] predictions:    9734/  10000 (97.34%), best:    9775/10000 (97.75%), error:       872.54755, best error:       715.97589 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 124.1204223633s, input_fired_time: 2.0070056915, output_fired_time: 1.3036078215, propagate_forward_time: 45.2427902222, propagate_backward_time: 72.4949569702, weight_update_time: 0.1174795777, other_time: 3.0720672607
epoch time: 9.5621356964s, input_fired_time: 0.2399192750, output_fired_time: 0.0000000000, propagate_forward_time: 8.8369626999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852533340
validation[          , genome  6693] predictions:    9786/  10000 (97.86%), best:    9775/10000 (97.75%), error:       730.43573, best error:       715.97589 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 121.9833145142s, input_fired_time: 1.9496853352, output_fired_time: 1.2826845646, propagate_forward_time: 44.4951896667, propagate_backward_time: 71.2560882568, weight_update_time: 0.1137939095, other_time: 2.9996643066
epoch time: 9.3602933884s, input_fired_time: 0.2002407163, output_fired_time: 0.0000000000, propagate_forward_time: 8.6695117950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4905405045
validation[          , genome  6693] predictions:    9728/  10000 (97.28%), best:    9775/10000 (97.75%), error:       900.98108, best error:       715.97589 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 126.1154632568s, input_fired_time: 2.0196611881, output_fired_time: 1.3055858612, propagate_forward_time: 46.0352897644, propagate_backward_time: 73.8686523438, weight_update_time: 0.1118184328, other_time: 2.8862762451
epoch time: 9.4892797470s, input_fired_time: 0.1991077811, output_fired_time: 0.0000000000, propagate_forward_time: 8.7698812485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202903748
validation[          , genome  6693] predictions:    9763/  10000 (97.63%), best:    9775/10000 (97.75%), error:       828.21600, best error:       715.97589 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 127.0785751343s, input_fired_time: 2.0853247643, output_fired_time: 1.3729395866, propagate_forward_time: 46.2323760986, propagate_backward_time: 74.4490203857, weight_update_time: 0.1324914843, other_time: 2.9389114380
epoch time: 9.4390821457s, input_fired_time: 0.1969294697, output_fired_time: 0.0000000000, propagate_forward_time: 8.7381038666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040483475
validation[          , genome  6693] predictions:    9776/  10000 (97.76%), best:    9775/10000 (97.75%), error:       721.94958, best error:       715.97589 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 124.1627120972s, input_fired_time: 1.9937604666, output_fired_time: 1.2901345491, propagate_forward_time: 45.2071952820, propagate_backward_time: 72.4082565308, weight_update_time: 0.1114571244, other_time: 3.2633590698
epoch time: 9.4346227646s, input_fired_time: 0.1989757717, output_fired_time: 0.0000000000, propagate_forward_time: 8.7518892288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4837579727
validation[          , genome  6693] predictions:    9718/  10000 (97.18%), best:    9775/10000 (97.75%), error:       901.66467, best error:       715.97589 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 120.8704147339s, input_fired_time: 2.0953242779, output_fired_time: 1.2644115686, propagate_forward_time: 43.9109916687, propagate_backward_time: 70.7792205811, weight_update_time: 0.1036748290, other_time: 2.8204650879
epoch time: 9.4540205002s, input_fired_time: 0.2047487795, output_fired_time: 0.0000000000, propagate_forward_time: 8.7616376877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876337051
validation[          , genome  6693] predictions:    9770/  10000 (97.70%), best:    9775/10000 (97.75%), error:       762.38623, best error:       715.97589 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 124.6208648682s, input_fired_time: 1.9829084873, output_fired_time: 1.3112965822, propagate_forward_time: 45.6141395569, propagate_backward_time: 72.7721557617, weight_update_time: 0.1082296669, other_time: 2.9403686523
epoch time: 10.1929016113s, input_fired_time: 0.2137725651, output_fired_time: 0.0000000000, propagate_forward_time: 9.4606666565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184621811
validation[          , genome  6693] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       694.05328, best error:       694.05328 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.4946975708s, input_fired_time: 1.9298659563, output_fired_time: 1.2591636181, propagate_forward_time: 43.5331497192, propagate_backward_time: 70.0287094116, weight_update_time: 0.1055143848, other_time: 2.7438125610
epoch time: 9.2144393921s, input_fired_time: 0.1931962222, output_fired_time: 0.0000000000, propagate_forward_time: 8.5533552170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678878784
validation[          , genome  6693] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       842.00079, best error:       694.05328 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 124.3377914429s, input_fired_time: 1.9787145853, output_fired_time: 1.2915369272, propagate_forward_time: 45.3146476746, propagate_backward_time: 72.4784927368, weight_update_time: 0.1081044748, other_time: 3.2744064331
epoch time: 9.2889251709s, input_fired_time: 0.1987713277, output_fired_time: 0.0000000000, propagate_forward_time: 8.6000404358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4901132584
validation[          , genome  6693] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       614.74573, best error:       614.74573 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 120.8155975342s, input_fired_time: 1.9541375637, output_fired_time: 1.2701282501, propagate_forward_time: 43.9470634460, propagate_backward_time: 70.4546127319, weight_update_time: 0.1054245308, other_time: 3.1896591187
epoch time: 9.3458709717s, input_fired_time: 0.1947991401, output_fired_time: 0.0000000000, propagate_forward_time: 8.6742887497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4767827988
validation[          , genome  6693] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       668.90845, best error:       614.74573 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 120.5248489380s, input_fired_time: 1.9318649769, output_fired_time: 1.2745354176, propagate_forward_time: 43.9209556580, propagate_backward_time: 70.6779174805, weight_update_time: 0.1026649699, other_time: 2.7195739746
epoch time: 9.5765457153s, input_fired_time: 0.1945859194, output_fired_time: 0.0000000000, propagate_forward_time: 8.8839921951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979677200
validation[          , genome  6693] predictions:    9781/  10000 (97.81%), best:    9803/10000 (98.03%), error:       723.20404, best error:       614.74573 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 125.3757476807s, input_fired_time: 1.9812681675, output_fired_time: 1.3090207577, propagate_forward_time: 46.0071601868, propagate_backward_time: 73.1772232056, weight_update_time: 0.1095875278, other_time: 2.9010696411
epoch time: 10.3596782684s, input_fired_time: 0.2193262577, output_fired_time: 0.0000000000, propagate_forward_time: 9.6144409180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259113312
validation[          , genome  6693] predictions:    9787/  10000 (97.87%), best:    9803/10000 (98.03%), error:       704.25250, best error:       614.74573 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 123.8937606812s, input_fired_time: 1.9893383980, output_fired_time: 1.3179495335, propagate_forward_time: 45.0190391541, propagate_backward_time: 72.7787017822, weight_update_time: 0.1071632728, other_time: 2.7887268066
epoch time: 9.6950035095s, input_fired_time: 0.1997651160, output_fired_time: 0.0000000000, propagate_forward_time: 9.0140752792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4811630249
validation[          , genome  6693] predictions:    9762/  10000 (97.62%), best:    9803/10000 (98.03%), error:       760.51251, best error:       614.74573 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 125.3769989014s, input_fired_time: 2.0209019184, output_fired_time: 1.3168768883, propagate_forward_time: 45.5923767090, propagate_backward_time: 73.2072525024, weight_update_time: 0.1075743586, other_time: 3.2395858765
epoch time: 9.3744888306s, input_fired_time: 0.1978654116, output_fired_time: 0.0000000000, propagate_forward_time: 8.6993827820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4772405624
validation[          , genome  6693] predictions:    9767/  10000 (97.67%), best:    9803/10000 (98.03%), error:       785.63660, best error:       614.74573 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 122.1992874146s, input_fired_time: 1.9648450613, output_fired_time: 1.3084391356, propagate_forward_time: 44.4670600891, propagate_backward_time: 71.5481643677, weight_update_time: 0.1038972288, other_time: 2.9107742310
epoch time: 9.5322999954s, input_fired_time: 0.1953815520, output_fired_time: 0.0000000000, propagate_forward_time: 8.8395242691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973945618
validation[          , genome  6693] predictions:    9784/  10000 (97.84%), best:    9803/10000 (98.03%), error:       771.16241, best error:       614.74573 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 125.1510696411s, input_fired_time: 1.9688979387, output_fired_time: 1.2900694609, propagate_forward_time: 45.9701652527, propagate_backward_time: 72.9340667725, weight_update_time: 0.1461477429, other_time: 2.9878692627
epoch time: 9.5940170288s, input_fired_time: 0.1997640729, output_fired_time: 0.0000000000, propagate_forward_time: 8.9054384232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888143539
validation[          , genome  6693] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       759.74353, best error:       614.74573 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 122.7528305054s, input_fired_time: 1.9652559757, output_fired_time: 1.3013490438, propagate_forward_time: 44.7907562256, propagate_backward_time: 71.8661270142, weight_update_time: 0.1096962988, other_time: 2.8293457031
epoch time: 9.4819669724s, input_fired_time: 0.1982594132, output_fired_time: 0.0000000000, propagate_forward_time: 8.7903900146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933176041
validation[          , genome  6693] predictions:    9775/  10000 (97.75%), best:    9803/10000 (98.03%), error:       744.41956, best error:       614.74573 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 123.3402557373s, input_fired_time: 1.9883662462, output_fired_time: 1.2987103462, propagate_forward_time: 45.1423416138, propagate_backward_time: 72.1055755615, weight_update_time: 0.1066701934, other_time: 2.8052597046
epoch time: 9.2981901169s, input_fired_time: 0.1933832169, output_fired_time: 0.0000000000, propagate_forward_time: 8.6326694489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721374512
validation[          , genome  6693] predictions:    9779/  10000 (97.79%), best:    9803/10000 (98.03%), error:       700.78864, best error:       614.74573 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 121.2188949585s, input_fired_time: 1.9922138453, output_fired_time: 1.2857470512, propagate_forward_time: 43.9730300903, propagate_backward_time: 70.9597702026, weight_update_time: 0.1036614552, other_time: 3.0081405640
epoch time: 10.0028266907s, input_fired_time: 0.2080368102, output_fired_time: 0.0000000000, propagate_forward_time: 9.2870559692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077342987
validation[          , genome  6693] predictions:    9801/  10000 (98.01%), best:    9803/10000 (98.03%), error:       673.86981, best error:       614.74573 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 121.0079421997s, input_fired_time: 1.9246286154, output_fired_time: 1.2822438478, propagate_forward_time: 43.9822921753, propagate_backward_time: 71.1121520996, weight_update_time: 0.1028100699, other_time: 2.7066268921
epoch time: 9.2797937393s, input_fired_time: 0.1968612969, output_fired_time: 0.0000000000, propagate_forward_time: 8.6134405136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694919586
validation[          , genome  6693] predictions:    9780/  10000 (97.80%), best:    9803/10000 (98.03%), error:       732.34454, best error:       614.74573 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 123.4705810547s, input_fired_time: 1.9613080025, output_fired_time: 1.2876566648, propagate_forward_time: 45.0707092285, propagate_backward_time: 72.3313751221, weight_update_time: 0.1059555858, other_time: 2.8195266724
epoch time: 9.4597110748s, input_fired_time: 0.2025894970, output_fired_time: 0.0000000000, propagate_forward_time: 8.7643756866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4927463531
validation[          , genome  6693] predictions:    9715/  10000 (97.15%), best:    9803/10000 (98.03%), error:       925.28992, best error:       614.74573 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 123.3590087891s, input_fired_time: 2.0394887924, output_fired_time: 1.2977105379, propagate_forward_time: 44.8175773621, propagate_backward_time: 72.4048461914, weight_update_time: 0.1062487438, other_time: 2.7993774414
epoch time: 9.5892190933s, input_fired_time: 0.2034834176, output_fired_time: 0.0000000000, propagate_forward_time: 8.8962917328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4894437790
validation[          , genome  6693] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       710.51862, best error:       614.74573 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 122.6893692017s, input_fired_time: 1.9879754782, output_fired_time: 1.2723110914, propagate_forward_time: 44.7607040405, propagate_backward_time: 71.9091720581, weight_update_time: 0.1044870093, other_time: 2.7592086792
epoch time: 9.3140935898s, input_fired_time: 0.1969178170, output_fired_time: 0.0000000000, propagate_forward_time: 8.6420040131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4751720428
validation[          , genome  6693] predictions:    9802/  10000 (98.02%), best:    9803/10000 (98.03%), error:       693.66492, best error:       614.74573 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 121.5677413940s, input_fired_time: 1.9621177912, output_fired_time: 1.2628612518, propagate_forward_time: 44.2646598816, propagate_backward_time: 71.2295913696, weight_update_time: 0.1029784456, other_time: 2.8485031128
epoch time: 9.4598417282s, input_fired_time: 0.2053079307, output_fired_time: 0.0000000000, propagate_forward_time: 8.7721347809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823989868
validation[          , genome  6693] predictions:    9730/  10000 (97.30%), best:    9803/10000 (98.03%), error:       821.02325, best error:       614.74573 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 121.2639312744s, input_fired_time: 1.9730818272, output_fired_time: 1.2692598104, propagate_forward_time: 44.2179031372, propagate_backward_time: 70.9747772217, weight_update_time: 0.1040990725, other_time: 2.8289108276
epoch time: 9.7506141663s, input_fired_time: 0.2066272646, output_fired_time: 0.0000000000, propagate_forward_time: 9.0511198044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4928674698
validation[          , genome  6693] predictions:    9724/  10000 (97.24%), best:    9803/10000 (98.03%), error:       906.99634, best error:       614.74573 on epoch:    25, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 125.1473083496s, input_fired_time: 2.0129511356, output_fired_time: 1.3112300634, propagate_forward_time: 45.6514129639, propagate_backward_time: 73.2830123901, weight_update_time: 0.1279214174, other_time: 2.8886947632
epoch time: 9.8192377090s, input_fired_time: 0.2091937959, output_fired_time: 0.0000000000, propagate_forward_time: 9.1179742813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920692444
validation[          , genome  6693] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       675.72632, best error:       614.74573 on epoch:    25, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 120.4411926270s, input_fired_time: 1.9356204271, output_fired_time: 1.2525433302, propagate_forward_time: 43.7697067261, propagate_backward_time: 70.8077316284, weight_update_time: 0.1036437303, other_time: 2.6755905151
epoch time: 9.7555255890s, input_fired_time: 0.2158064395, output_fired_time: 0.0000000000, propagate_forward_time: 9.0319747925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077447891
validation[          , genome  6693] predictions:    9798/  10000 (97.98%), best:    9803/10000 (98.03%), error:       671.46399, best error:       614.74573 on epoch:    25, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 123.2217483521s, input_fired_time: 1.9810373783, output_fired_time: 1.3020447493, propagate_forward_time: 45.2194366455, propagate_backward_time: 71.7341384888, weight_update_time: 0.1052012146, other_time: 2.9850845337
epoch time: 9.3289051056s, input_fired_time: 0.2013241351, output_fired_time: 0.0000000000, propagate_forward_time: 8.6478214264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4797592163
validation[          , genome  6693] predictions:    9721/  10000 (97.21%), best:    9803/10000 (98.03%), error:       918.21228, best error:       614.74573 on epoch:    25, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 120.0647277832s, input_fired_time: 1.9386624098, output_fired_time: 1.2571027279, propagate_forward_time: 43.6792182922, propagate_backward_time: 70.3241271973, weight_update_time: 0.1030687168, other_time: 2.8656158447
epoch time: 9.2827692032s, input_fired_time: 0.2014110088, output_fired_time: 0.0000000000, propagate_forward_time: 8.6067094803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746484756
validation[          , genome  6693] predictions:    9796/  10000 (97.96%), best:    9803/10000 (98.03%), error:       681.10876, best error:       614.74573 on epoch:    25, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 123.0896377563s, input_fired_time: 1.9954004288, output_fired_time: 1.2812050581, propagate_forward_time: 44.9028778076, propagate_backward_time: 72.0465774536, weight_update_time: 0.1052937806, other_time: 2.8635787964
epoch time: 9.9482278824s, input_fired_time: 0.2112418115, output_fired_time: 0.0000000000, propagate_forward_time: 9.2331533432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038328171
validation[          , genome  6693] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       779.69012, best error:       614.74573 on epoch:    25, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 122.3951339722s, input_fired_time: 1.9793746471, output_fired_time: 1.2889509201, propagate_forward_time: 44.5189247131, propagate_backward_time: 71.8105087280, weight_update_time: 0.1074211821, other_time: 2.7973709106
epoch time: 9.3442173004s, input_fired_time: 0.2031793147, output_fired_time: 0.0000000000, propagate_forward_time: 8.6671304703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739074707
validation[          , genome  6693] predictions:    9791/  10000 (97.91%), best:    9803/10000 (98.03%), error:       646.39185, best error:       614.74573 on epoch:    25, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 120.5966415405s, input_fired_time: 1.9679049253, output_fired_time: 1.2615612745, propagate_forward_time: 43.8440246582, propagate_backward_time: 70.8138656616, weight_update_time: 0.1035992876, other_time: 2.7092895508
epoch time: 9.7229537964s, input_fired_time: 0.2124649286, output_fired_time: 0.0000000000, propagate_forward_time: 9.0061330795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043554306
validation[          , genome  6693] predictions:    9818/  10000 (98.18%), best:    9803/10000 (98.03%), error:       629.57465, best error:       614.74573 on epoch:    25, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 122.5168228149s, input_fired_time: 1.9885995388, output_fired_time: 1.2833596468, propagate_forward_time: 44.7220764160, propagate_backward_time: 71.6515808105, weight_update_time: 0.1042753160, other_time: 2.8712005615
epoch time: 9.2359657288s, input_fired_time: 0.2015558034, output_fired_time: 0.0000000000, propagate_forward_time: 8.5599966049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744129181
validation[          , genome  6693] predictions:    9788/  10000 (97.88%), best:    9803/10000 (98.03%), error:       694.88348, best error:       614.74573 on epoch:    25, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 119.9846115112s, input_fired_time: 1.9487718344, output_fired_time: 1.2593481541, propagate_forward_time: 43.6343803406, propagate_backward_time: 70.3739395142, weight_update_time: 0.1040093601, other_time: 2.7681808472
epoch time: 9.3574810028s, input_fired_time: 0.2060875744, output_fired_time: 0.0000000000, propagate_forward_time: 8.6631021500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882917404
validation[          , genome  6693] predictions:    9774/  10000 (97.74%), best:    9803/10000 (98.03%), error:       689.09766, best error:       614.74573 on epoch:    25, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 127.8752822876s, input_fired_time: 2.0658924580, output_fired_time: 1.3170672655, propagate_forward_time: 46.9585838318, propagate_backward_time: 74.5386276245, weight_update_time: 0.1090947837, other_time: 2.9951095581
epoch time: 9.3248577118s, input_fired_time: 0.2069356441, output_fired_time: 0.0000000000, propagate_forward_time: 8.6335420609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4843797684
validation[          , genome  6693] predictions:    9763/  10000 (97.63%), best:    9803/10000 (98.03%), error:       761.41718, best error:       614.74573 on epoch:    25, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 121.5520324707s, input_fired_time: 1.9865833521, output_fired_time: 1.2645592690, propagate_forward_time: 44.3929061890, propagate_backward_time: 71.1566543579, weight_update_time: 0.1043840721, other_time: 2.7513351440
epoch time: 9.2619419098s, input_fired_time: 0.2063276172, output_fired_time: 0.0000000000, propagate_forward_time: 8.5808448792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747695923
validation[          , genome  6693] predictions:    9688/  10000 (96.88%), best:    9803/10000 (98.03%), error:       991.61389, best error:       614.74573 on epoch:    25, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 120.9495010376s, input_fired_time: 1.9930771589, output_fired_time: 1.2582416534, propagate_forward_time: 43.9843101501, propagate_backward_time: 70.9398040771, weight_update_time: 0.1032108217, other_time: 2.7740631104
epoch time: 9.2111654282s, input_fired_time: 0.2017655075, output_fired_time: 0.0000000000, propagate_forward_time: 8.5336351395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4757652283
validation[          , genome  6693] predictions:    9794/  10000 (97.94%), best:    9803/10000 (98.03%), error:       673.26068, best error:       614.74573 on epoch:    25, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 121.4689407349s, input_fired_time: 1.9974359274, output_fired_time: 1.2664017677, propagate_forward_time: 44.2228851318, propagate_backward_time: 71.1680297852, weight_update_time: 0.1029857695, other_time: 2.8141860962
epoch time: 9.4477968216s, input_fired_time: 0.2203941196, output_fired_time: 0.0000000000, propagate_forward_time: 8.7587938309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686088562
validation[          , genome  6693] predictions:    9751/  10000 (97.51%), best:    9803/10000 (98.03%), error:       844.08124, best error:       614.74573 on epoch:    25, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.7565994263s, input_fired_time: 1.9917765856, output_fired_time: 1.2945245504, propagate_forward_time: 44.9135093689, propagate_backward_time: 71.7005844116, weight_update_time: 0.1042444259, other_time: 2.8562088013
epoch time: 9.6429023743s, input_fired_time: 0.2125918716, output_fired_time: 0.0000000000, propagate_forward_time: 8.9296617508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5006484985
validation[          , genome  6693] predictions:    9809/  10000 (98.09%), best:    9803/10000 (98.03%), error:       644.81262, best error:       614.74573 on epoch:    25, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.2274627686s, input_fired_time: 2.0128819942, output_fired_time: 1.2764859200, propagate_forward_time: 44.7433586121, propagate_backward_time: 72.3897171021, weight_update_time: 0.1052360460, other_time: 2.8050155640
epoch time: 9.3903713226s, input_fired_time: 0.2041186988, output_fired_time: 0.0000000000, propagate_forward_time: 8.7130126953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732398987
validation[          , genome  6693] predictions:    9750/  10000 (97.50%), best:    9803/10000 (98.03%), error:       836.14545, best error:       614.74573 on epoch:    25, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 128.4667053223s, input_fired_time: 2.1496815681, output_fired_time: 1.3214148283, propagate_forward_time: 46.7920227051, propagate_backward_time: 75.2393569946, weight_update_time: 0.1104933992, other_time: 2.9642333984
epoch time: 9.3156414032s, input_fired_time: 0.2088047117, output_fired_time: 0.0000000000, propagate_forward_time: 8.6215009689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853353500
validation[          , genome  6693] predictions:    9769/  10000 (97.69%), best:    9803/10000 (98.03%), error:       744.20789, best error:       614.74573 on epoch:    25, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 123.3779754639s, input_fired_time: 2.0232079029, output_fired_time: 1.3045839071, propagate_forward_time: 44.8281364441, propagate_backward_time: 72.3099822998, weight_update_time: 0.1094625294, other_time: 2.9120635986
epoch time: 9.3938398361s, input_fired_time: 0.2182432711, output_fired_time: 0.0000000000, propagate_forward_time: 8.6733665466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022296906
validation[          , genome  6693] predictions:    9793/  10000 (97.93%), best:    9803/10000 (98.03%), error:       650.53577, best error:       614.74573 on epoch:    25, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.9606170654s, input_fired_time: 2.0715353489, output_fired_time: 1.3067123890, propagate_forward_time: 45.0579490662, propagate_backward_time: 72.5658187866, weight_update_time: 0.1143209562, other_time: 2.9586105347
epoch time: 9.3683748245s, input_fired_time: 0.2184390128, output_fired_time: 0.0000000000, propagate_forward_time: 8.6496524811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002832413
validation[          , genome  6693] predictions:    9781/  10000 (97.81%), best:    9803/10000 (98.03%), error:       673.36951, best error:       614.74573 on epoch:    25, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.4997329712s, input_fired_time: 1.9961278439, output_fired_time: 1.2641682625, propagate_forward_time: 43.4810829163, propagate_backward_time: 69.9528121948, weight_update_time: 0.1086751819, other_time: 2.8055496216
epoch time: 9.7067909241s, input_fired_time: 0.2214085907, output_fired_time: 0.0000000000, propagate_forward_time: 8.9830932617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022888184
validation[          , genome  6693] predictions:    9800/  10000 (98.00%), best:    9803/10000 (98.03%), error:       644.93274, best error:       614.74573 on epoch:    25, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 120.8923797607s, input_fired_time: 2.0077893734, output_fired_time: 1.2768509388, propagate_forward_time: 43.9641304016, propagate_backward_time: 70.8251876831, weight_update_time: 0.1079699472, other_time: 2.8184280396
epoch time: 10.1436929703s, input_fired_time: 0.2268062532, output_fired_time: 0.0000000000, propagate_forward_time: 9.3966178894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202684402
validation[          , genome  6693] predictions:    9727/  10000 (97.27%), best:    9803/10000 (98.03%), error:       889.70032, best error:       614.74573 on epoch:    25, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 123.8708724976s, input_fired_time: 1.9997550249, output_fired_time: 1.2930759192, propagate_forward_time: 45.1330184937, propagate_backward_time: 72.6585845947, weight_update_time: 0.1055195406, other_time: 2.7864379883
epoch time: 9.4350233078s, input_fired_time: 0.2124471962, output_fired_time: 0.0000000000, propagate_forward_time: 8.7390460968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835300446
validation[          , genome  6693] predictions:    9789/  10000 (97.89%), best:    9803/10000 (98.03%), error:       674.69965, best error:       614.74573 on epoch:    25, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 121.1055374146s, input_fired_time: 1.9829335213, output_fired_time: 1.2790114880, propagate_forward_time: 44.0593795776, propagate_backward_time: 70.9912414551, weight_update_time: 0.1053176448, other_time: 2.7929687500
epoch time: 9.2089109421s, input_fired_time: 0.2002266049, output_fired_time: 0.0000000000, propagate_forward_time: 8.5418825150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668016434
validation[          , genome  6693] predictions:    9785/  10000 (97.85%), best:    9803/10000 (98.03%), error:       670.04419, best error:       614.74573 on epoch:    25, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 122.9984207153s, input_fired_time: 2.0027298927, output_fired_time: 1.3076318502, propagate_forward_time: 45.0683403015, propagate_backward_time: 71.5838012695, weight_update_time: 0.1048396602, other_time: 3.0359191895
epoch time: 10.4072427750s, input_fired_time: 0.2223680466, output_fired_time: 0.0000000000, propagate_forward_time: 9.6682386398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166358948
validation[          , genome  6693] predictions:    9808/  10000 (98.08%), best:    9803/10000 (98.03%), error:       622.20251, best error:       614.74573 on epoch:    25, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 119.8642501831s, input_fired_time: 1.9998539686, output_fired_time: 1.2790381908, propagate_forward_time: 43.6851081848, propagate_backward_time: 70.1983642578, weight_update_time: 0.1020479128, other_time: 2.7018890381
epoch time: 9.4219102859s, input_fired_time: 0.2130741328, output_fired_time: 0.0000000000, propagate_forward_time: 8.7264690399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823675156
validation[          , genome  6693] predictions:    9799/  10000 (97.99%), best:    9803/10000 (98.03%), error:       649.43518, best error:       614.74573 on epoch:    25, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 119.7821731567s, input_fired_time: 1.9726325274, output_fired_time: 1.2610614300, propagate_forward_time: 43.6784324646, propagate_backward_time: 70.1341857910, weight_update_time: 0.1024103686, other_time: 2.7358551025
epoch time: 9.6476516724s, input_fired_time: 0.2105316073, output_fired_time: 0.0000000000, propagate_forward_time: 8.9460239410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910964966
validation[          , genome  6693] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       688.89282, best error:       614.74573 on epoch:    25, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 119.6004562378s, input_fired_time: 1.9941966534, output_fired_time: 1.2919400930, propagate_forward_time: 43.5747985840, propagate_backward_time: 70.0522003174, weight_update_time: 0.1006180942, other_time: 2.6873245239
epoch time: 9.2037143707s, input_fired_time: 0.2017686367, output_fired_time: 0.0000000000, propagate_forward_time: 8.5342187881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677267075
validation[          , genome  6693] predictions:    9710/  10000 (97.10%), best:    9803/10000 (98.03%), error:       924.98541, best error:       614.74573 on epoch:    25, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 119.0788955688s, input_fired_time: 1.9564733505, output_fired_time: 1.2553808689, propagate_forward_time: 43.4338111877, propagate_backward_time: 69.7175140381, weight_update_time: 0.1004950106, other_time: 2.7157135010
epoch time: 9.8039398193s, input_fired_time: 0.2170056701, output_fired_time: 0.0000000000, propagate_forward_time: 9.0806999207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5062341690
validation[          , genome  6693] predictions:    9793/  10000 (97.93%), best:    9803/10000 (98.03%), error:       751.56476, best error:       614.74573 on epoch:    25, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.5958862305s, input_fired_time: 2.0067152977, output_fired_time: 1.2905514240, propagate_forward_time: 45.1337776184, propagate_backward_time: 72.1579055786, weight_update_time: 0.1050755903, other_time: 3.0069351196
epoch time: 9.2243661880s, input_fired_time: 0.2016322017, output_fired_time: 0.0000000000, propagate_forward_time: 8.5557680130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669656754
validation[          , genome  6693] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       671.05798, best error:       614.74573 on epoch:    25, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 120.2422790527s, input_fired_time: 2.0058901310, output_fired_time: 1.2533304691, propagate_forward_time: 43.7588005066, propagate_backward_time: 70.5056915283, weight_update_time: 0.1015035138, other_time: 2.7185668945
epoch time: 9.2731113434s, input_fired_time: 0.2117149085, output_fired_time: 0.0000000000, propagate_forward_time: 8.5789566040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824399948
validation[          , genome  6693] predictions:    9792/  10000 (97.92%), best:    9803/10000 (98.03%), error:       675.56317, best error:       614.74573 on epoch:    25, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 119.4077835083s, input_fired_time: 1.9626020193, output_fired_time: 1.2521733046, propagate_forward_time: 43.5208549500, propagate_backward_time: 69.9847488403, weight_update_time: 0.1009898037, other_time: 2.6874008179
epoch time: 10.0014953613s, input_fired_time: 0.2167287320, output_fired_time: 0.0000000000, propagate_forward_time: 9.2912454605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935207367
validation[          , genome  6693] predictions:    9790/  10000 (97.90%), best:    9803/10000 (98.03%), error:       676.18524, best error:       614.74573 on epoch:    25, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.9374771118s, input_fired_time: 2.0018482208, output_fired_time: 1.2922083139, propagate_forward_time: 43.6855888367, propagate_backward_time: 70.1915817261, weight_update_time: 0.1008730605, other_time: 2.7662582397
epoch time: 9.2202835083s, input_fired_time: 0.2048126161, output_fired_time: 0.0000000000, propagate_forward_time: 8.5445241928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709463120
validation[          , genome  6693] predictions:    9773/  10000 (97.73%), best:    9803/10000 (98.03%), error:       733.52368, best error:       614.74573 on epoch:    25, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 120.5278396606s, input_fired_time: 1.9950826168, output_fired_time: 1.2708768845, propagate_forward_time: 44.0146217346, propagate_backward_time: 70.3207244873, weight_update_time: 0.1026789248, other_time: 2.9265441895
epoch time: 9.2565011978s, input_fired_time: 0.2048432678, output_fired_time: 0.0000000000, propagate_forward_time: 8.5769233704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747343063
validation[          , genome  6693] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       611.45941, best error:       611.45941 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 122.8760833740s, input_fired_time: 2.0118007660, output_fired_time: 1.2937585115, propagate_forward_time: 44.8819999695, propagate_backward_time: 71.8581619263, weight_update_time: 0.1048698053, other_time: 2.8303604126
epoch time: 11.0382919312s, input_fired_time: 0.2351581901, output_fired_time: 0.0000000000, propagate_forward_time: 10.2684354782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346984863
validation[          , genome  6693] predictions:    9758/  10000 (97.58%), best:    9820/10000 (98.20%), error:       778.23108, best error:       611.45941 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 118.0233306885s, input_fired_time: 1.9498524666, output_fired_time: 1.2464123964, propagate_forward_time: 42.9737434387, propagate_backward_time: 69.2117080688, weight_update_time: 0.1003182009, other_time: 2.6416091919
epoch time: 9.9259281158s, input_fired_time: 0.2227942050, output_fired_time: 0.0000000000, propagate_forward_time: 9.1351642609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679693222
validation[          , genome  6693] predictions:    9782/  10000 (97.82%), best:    9820/10000 (98.20%), error:       667.54419, best error:       611.45941 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 120.4884948730s, input_fired_time: 1.9660620689, output_fired_time: 1.2641588449, propagate_forward_time: 43.8014411926, propagate_backward_time: 70.7682571411, weight_update_time: 0.1015289202, other_time: 2.6885757446
epoch time: 9.6066827774s, input_fired_time: 0.2087315321, output_fired_time: 0.0000000000, propagate_forward_time: 8.9178924561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800586700
validation[          , genome  6693] predictions:    9796/  10000 (97.96%), best:    9820/10000 (98.20%), error:       641.77155, best error:       611.45941 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.5291900635s, input_fired_time: 1.9493687153, output_fired_time: 1.2443375587, propagate_forward_time: 43.1822166443, propagate_backward_time: 69.4795379639, weight_update_time: 0.0997142717, other_time: 2.6737213135
epoch time: 9.2364225388s, input_fired_time: 0.2065217793, output_fired_time: 0.0000000000, propagate_forward_time: 8.5566530228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4732475281
validation[          , genome  6693] predictions:    9775/  10000 (97.75%), best:    9820/10000 (98.20%), error:       727.91107, best error:       611.45941 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 122.7141189575s, input_fired_time: 1.9959424734, output_fired_time: 1.3067841530, propagate_forward_time: 44.8036117554, propagate_backward_time: 71.6606674194, weight_update_time: 0.1034814939, other_time: 2.9471130371
epoch time: 9.7871942520s, input_fired_time: 0.2128165662, output_fired_time: 0.0000000000, propagate_forward_time: 9.0796909332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946870804
validation[          , genome  6693] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       685.42505, best error:       611.45941 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 120.0145187378s, input_fired_time: 1.9932790995, output_fired_time: 1.2787532806, propagate_forward_time: 43.6744461060, propagate_backward_time: 70.3082809448, weight_update_time: 0.1029161587, other_time: 2.7597579956
epoch time: 9.6854429245s, input_fired_time: 0.2258414775, output_fired_time: 0.0000000000, propagate_forward_time: 8.9874744415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721269608
validation[          , genome  6693] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       692.79047, best error:       611.45941 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 118.2802886963s, input_fired_time: 1.9569889307, output_fired_time: 1.2440958023, propagate_forward_time: 43.1696968079, propagate_backward_time: 69.2514038086, weight_update_time: 0.1002618596, other_time: 2.6581115723
epoch time: 9.2765150070s, input_fired_time: 0.2073624432, output_fired_time: 0.0000000000, propagate_forward_time: 8.5928506851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763021469
validation[          , genome  6693] predictions:    9769/  10000 (97.69%), best:    9820/10000 (98.20%), error:       830.89655, best error:       611.45941 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 119.8244552612s, input_fired_time: 1.9712620974, output_fired_time: 1.2803874016, propagate_forward_time: 43.6471061707, propagate_backward_time: 70.2196502686, weight_update_time: 0.1011445224, other_time: 2.7060546875
epoch time: 9.2317228317s, input_fired_time: 0.2050645649, output_fired_time: 0.0000000000, propagate_forward_time: 8.5581455231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4685125351
validation[          , genome  6693] predictions:    9800/  10000 (98.00%), best:    9820/10000 (98.20%), error:       644.22620, best error:       611.45941 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.0897674561s, input_fired_time: 1.9831044674, output_fired_time: 1.2629424334, propagate_forward_time: 43.7667388916, propagate_backward_time: 70.3176269531, weight_update_time: 0.1024106741, other_time: 2.7593612671
epoch time: 9.8160762787s, input_fired_time: 0.2350981534, output_fired_time: 0.0000000000, propagate_forward_time: 9.0954036713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855747223
validation[          , genome  6693] predictions:    9741/  10000 (97.41%), best:    9820/10000 (98.20%), error:       836.89423, best error:       611.45941 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 123.3771896362s, input_fired_time: 2.0719780922, output_fired_time: 1.2792294025, propagate_forward_time: 44.9757270813, propagate_backward_time: 72.1473236084, weight_update_time: 0.1026643142, other_time: 2.9029388428
epoch time: 9.9137353897s, input_fired_time: 0.2219558805, output_fired_time: 0.0000000000, propagate_forward_time: 9.1754283905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5163507462
validation[          , genome  6693] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       642.98663, best error:       611.45941 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 120.5073623657s, input_fired_time: 1.9865822792, output_fired_time: 1.2634268999, propagate_forward_time: 43.9076728821, propagate_backward_time: 70.6499481201, weight_update_time: 0.1028752849, other_time: 2.6997375488
epoch time: 9.2085790634s, input_fired_time: 0.2072398812, output_fired_time: 0.0000000000, propagate_forward_time: 8.5357952118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655437469
validation[          , genome  6693] predictions:    9792/  10000 (97.92%), best:    9820/10000 (98.20%), error:       724.15802, best error:       611.45941 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 117.9711532593s, input_fired_time: 1.9577660561, output_fired_time: 1.2441914082, propagate_forward_time: 43.0078392029, propagate_backward_time: 69.1267852783, weight_update_time: 0.0999961421, other_time: 2.6345672607
epoch time: 9.5681457520s, input_fired_time: 0.2098701596, output_fired_time: 0.0000000000, propagate_forward_time: 8.8774213791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808540344
validation[          , genome  6693] predictions:    9800/  10000 (98.00%), best:    9820/10000 (98.20%), error:       661.42462, best error:       611.45941 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 119.6063079834s, input_fired_time: 1.9743335247, output_fired_time: 1.2583956718, propagate_forward_time: 43.5300712585, propagate_backward_time: 70.1347732544, weight_update_time: 0.1012356505, other_time: 2.7087326050
epoch time: 9.2361478806s, input_fired_time: 0.2106675208, output_fired_time: 0.0000000000, propagate_forward_time: 8.5530786514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724016190
validation[          , genome  6693] predictions:    9759/  10000 (97.59%), best:    9820/10000 (98.20%), error:       730.78485, best error:       611.45941 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 119.0708618164s, input_fired_time: 1.9647622108, output_fired_time: 1.2539807558, propagate_forward_time: 43.3770675659, propagate_backward_time: 69.7685241699, weight_update_time: 0.1007986441, other_time: 2.7065277100
epoch time: 9.4329452515s, input_fired_time: 0.2053698450, output_fired_time: 0.0000000000, propagate_forward_time: 8.7561702728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4714050293
validation[          , genome  6693] predictions:    9797/  10000 (97.97%), best:    9820/10000 (98.20%), error:       663.57104, best error:       611.45941 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 125.4841995239s, input_fired_time: 2.0353562832, output_fired_time: 1.3305666447, propagate_forward_time: 46.0091896057, propagate_backward_time: 73.0933532715, weight_update_time: 0.1062456667, other_time: 3.0157318115
epoch time: 9.9328098297s, input_fired_time: 0.2175610811, output_fired_time: 0.0000000000, propagate_forward_time: 9.2126379013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026111603
validation[          , genome  6693] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       652.45715, best error:       611.45941 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 118.9622726440s, input_fired_time: 1.9860795736, output_fired_time: 1.2473959923, propagate_forward_time: 43.5144271851, propagate_backward_time: 69.5634918213, weight_update_time: 0.0999160782, other_time: 2.6508789062
epoch time: 9.7298412323s, input_fired_time: 0.2389046401, output_fired_time: 0.0000000000, propagate_forward_time: 9.0008592606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4900770187
validation[          , genome  6693] predictions:    9795/  10000 (97.95%), best:    9820/10000 (98.20%), error:       641.57080, best error:       611.45941 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 121.6455993652s, input_fired_time: 2.0159149170, output_fired_time: 1.3036901951, propagate_forward_time: 44.2842521667, propagate_backward_time: 71.3300781250, weight_update_time: 0.1023614556, other_time: 2.7116699219
epoch time: 10.0303554535s, input_fired_time: 0.2184077203, output_fired_time: 0.0000000000, propagate_forward_time: 9.3002061844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117416382
validation[          , genome  6693] predictions:    9793/  10000 (97.93%), best:    9820/10000 (98.20%), error:       675.52527, best error:       611.45941 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 122.5133972168s, input_fired_time: 1.9948847294, output_fired_time: 1.2746597528, propagate_forward_time: 44.5365180969, propagate_backward_time: 71.9474487305, weight_update_time: 0.1030960083, other_time: 2.7598876953
epoch time: 9.2240276337s, input_fired_time: 0.2081201077, output_fired_time: 0.0000000000, propagate_forward_time: 8.5480957031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4678115845
validation[          , genome  6693] predictions:    9799/  10000 (97.99%), best:    9820/10000 (98.20%), error:       639.53229, best error:       611.45941 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 117.5733566284s, input_fired_time: 1.9610468149, output_fired_time: 1.2410534620, propagate_forward_time: 42.7937126160, propagate_backward_time: 68.9255523682, weight_update_time: 0.0999293774, other_time: 2.6519927979
epoch time: 10.5413179398s, input_fired_time: 0.2349850535, output_fired_time: 0.0000000000, propagate_forward_time: 9.7824268341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239057541
validation[          , genome  6693] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       608.22736, best error:       608.22736 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 120.5494918823s, input_fired_time: 2.0009286404, output_fired_time: 1.2655122280, propagate_forward_time: 44.0748596191, propagate_backward_time: 70.2645339966, weight_update_time: 0.1018562093, other_time: 2.9436569214
epoch time: 9.4663944244s, input_fired_time: 0.2168625593, output_fired_time: 0.0000000000, propagate_forward_time: 8.7563333511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931983948
validation[          , genome  6693] predictions:    9793/  10000 (97.93%), best:    9806/10000 (98.06%), error:       669.72308, best error:       608.22736 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 117.8167419434s, input_fired_time: 1.9696322680, output_fired_time: 1.2416661978, propagate_forward_time: 42.9182510376, propagate_backward_time: 69.0544357300, weight_update_time: 0.1002373695, other_time: 2.6327514648
epoch time: 9.2380056381s, input_fired_time: 0.2061134130, output_fired_time: 0.0000000000, propagate_forward_time: 8.5644769669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674148560
validation[          , genome  6693] predictions:    9758/  10000 (97.58%), best:    9806/10000 (98.06%), error:       766.28503, best error:       608.22736 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 120.4938430786s, input_fired_time: 1.9551377296, output_fired_time: 1.2632218599, propagate_forward_time: 43.9333000183, propagate_backward_time: 70.6296310425, weight_update_time: 0.1003668979, other_time: 2.7125473022
epoch time: 10.3074655533s, input_fired_time: 0.2289081216, output_fired_time: 0.0000000000, propagate_forward_time: 9.5170793533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614776611
validation[          , genome  6693] predictions:    9741/  10000 (97.41%), best:    9806/10000 (98.06%), error:       871.34106, best error:       608.22736 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.3495712280s, input_fired_time: 1.9739221334, output_fired_time: 1.2624080181, propagate_forward_time: 43.4390754700, propagate_backward_time: 69.9490814209, weight_update_time: 0.1012220010, other_time: 2.7250823975
epoch time: 9.2561254501s, input_fired_time: 0.2058539093, output_fired_time: 0.0000000000, propagate_forward_time: 8.5807647705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695072174
validation[          , genome  6693] predictions:    9812/  10000 (98.12%), best:    9806/10000 (98.06%), error:       611.17694, best error:       608.22736 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 120.6764221191s, input_fired_time: 1.9841924906, output_fired_time: 1.2822211981, propagate_forward_time: 43.9524765015, propagate_backward_time: 70.7084732056, weight_update_time: 0.1019861475, other_time: 2.7490615845
epoch time: 9.3596515656s, input_fired_time: 0.2099200934, output_fired_time: 0.0000000000, propagate_forward_time: 8.6730585098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4766731262
validation[          , genome  6693] predictions:    9813/  10000 (98.13%), best:    9806/10000 (98.06%), error:       665.82458, best error:       608.22736 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 127.7516555786s, input_fired_time: 2.0960497856, output_fired_time: 1.3298739195, propagate_forward_time: 46.7916488647, propagate_backward_time: 74.5224533081, weight_update_time: 0.1100537702, other_time: 3.0116348267
epoch time: 9.2254276276s, input_fired_time: 0.2057528943, output_fired_time: 0.0000000000, propagate_forward_time: 8.5506381989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690361023
validation[          , genome  6693] predictions:    9814/  10000 (98.14%), best:    9806/10000 (98.06%), error:       641.00391, best error:       608.22736 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 121.1096267700s, input_fired_time: 2.0025541782, output_fired_time: 1.2677695751, propagate_forward_time: 44.1013755798, propagate_backward_time: 70.9926986694, weight_update_time: 0.1041177958, other_time: 2.7452316284
epoch time: 9.8519916534s, input_fired_time: 0.2213711441, output_fired_time: 0.0000000000, propagate_forward_time: 9.0911302567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394906998
validation[          , genome  6693] predictions:    9804/  10000 (98.04%), best:    9806/10000 (98.06%), error:       616.51086, best error:       608.22736 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 118.5324935913s, input_fired_time: 1.9779382944, output_fired_time: 1.2488361597, propagate_forward_time: 43.1865196228, propagate_backward_time: 69.4159393311, weight_update_time: 0.1004883870, other_time: 2.7032623291
epoch time: 9.2494335175s, input_fired_time: 0.2109967470, output_fired_time: 0.0000000000, propagate_forward_time: 8.5695152283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689216614
validation[          , genome  6693] predictions:    9815/  10000 (98.15%), best:    9806/10000 (98.06%), error:       629.42120, best error:       608.22736 on epoch:    92, 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: 46.6461410522s, input_fired_time: 1.0647962093, output_fired_time: 0.0000000000, propagate_forward_time: 43.1718330383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4095115662
best training[          , genome  6693] predictions:   49858/  50000 (99.72%), best:    9806/10000 (98.06%), error:       777.07440, best error:       608.22736 on epoch:    92, 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: 9.2625036240s, input_fired_time: 0.2065125108, output_fired_time: 0.0000000000, propagate_forward_time: 8.5696849823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863061905
   testing[          , genome  6693] predictions:    9839/  10000 (98.39%), best:    9806/10000 (98.06%), error:       517.32159, best error:       608.22736 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:15:26 (12177): called boinc_finish(0)

</stderr_txt>
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