Nameexact_genome_1512568488_41_6609_1
Workunit2604321
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline14 Dec 2017, 12:01:33 UTC
Received8 Dec 2017, 1:15:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time1 hours 48 min 53 sec
CPU time1 hours 48 min 31 sec
Validate stateValid
Credit1,656.37
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 59.3331451416s, input_fired_time: 0.7074354887, output_fired_time: 0.4629942775, propagate_forward_time: 23.1300773621, propagate_backward_time: 33.3714561462, weight_update_time: 0.0770693645, other_time: 1.6611824036
epoch time: 4.9363040924s, input_fired_time: 0.0732345730, output_fired_time: 0.0000000000, propagate_forward_time: 4.5744929314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885766029
validation[          , genome  6609] predictions:    9655/  10000 (96.55%), best:    9682/10000 (96.82%), error:      1145.88623, best error:      1060.94238 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 59.3003311157s, input_fired_time: 0.7083714604, output_fired_time: 0.4459371865, propagate_forward_time: 23.0939998627, propagate_backward_time: 33.3548927307, weight_update_time: 0.0774033666, other_time: 1.6971321106
epoch time: 5.0211372375s, input_fired_time: 0.0778822377, output_fired_time: 0.0000000000, propagate_forward_time: 4.6408891678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023657799
validation[          , genome  6609] predictions:    9641/  10000 (96.41%), best:    9682/10000 (96.82%), error:      1233.68213, best error:      1060.94238 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 59.8583602905s, input_fired_time: 0.7142166495, output_fired_time: 0.4480768144, propagate_forward_time: 23.2797355652, propagate_backward_time: 33.7352600098, weight_update_time: 0.0790580660, other_time: 1.6810684204
epoch time: 5.0619196892s, input_fired_time: 0.0740173981, output_fired_time: 0.0000000000, propagate_forward_time: 4.6967544556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911477089
validation[          , genome  6609] predictions:    9635/  10000 (96.35%), best:    9682/10000 (96.82%), error:      1160.74756, best error:      1060.94238 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 59.2703819275s, input_fired_time: 0.7086522579, output_fired_time: 0.4464600384, propagate_forward_time: 23.0970039368, propagate_backward_time: 33.3550186157, weight_update_time: 0.0766034275, other_time: 1.6632461548
epoch time: 4.9497752190s, input_fired_time: 0.0754818320, output_fired_time: 0.0000000000, propagate_forward_time: 4.5818424225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924509048
validation[          , genome  6609] predictions:    9578/  10000 (95.78%), best:    9682/10000 (96.82%), error:      1333.05078, best error:      1060.94238 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 59.1580848694s, input_fired_time: 0.7103031874, output_fired_time: 0.4459449649, propagate_forward_time: 23.0743484497, propagate_backward_time: 33.2565536499, weight_update_time: 0.0767829865, other_time: 1.6709327698
epoch time: 4.9397654533s, input_fired_time: 0.0738337040, output_fired_time: 0.0000000000, propagate_forward_time: 4.5745854378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913460732
validation[          , genome  6609] predictions:    9655/  10000 (96.55%), best:    9682/10000 (96.82%), error:      1117.30261, best error:      1060.94238 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 59.5532073975s, input_fired_time: 0.7224112153, output_fired_time: 0.4446599782, propagate_forward_time: 23.1912174225, propagate_backward_time: 33.5072479248, weight_update_time: 0.0771887526, other_time: 1.6876678467
epoch time: 5.0556588173s, input_fired_time: 0.0772667229, output_fired_time: 0.0000000000, propagate_forward_time: 4.6834502220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949419022
validation[          , genome  6609] predictions:    9668/  10000 (96.68%), best:    9682/10000 (96.82%), error:      1136.15137, best error:      1060.94238 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 58.8932189941s, input_fired_time: 0.7085237503, output_fired_time: 0.4435014427, propagate_forward_time: 22.9787654877, propagate_backward_time: 33.0887565613, weight_update_time: 0.0778573826, other_time: 1.6736717224
epoch time: 5.0446453094s, input_fired_time: 0.0765623897, output_fired_time: 0.0000000000, propagate_forward_time: 4.6725058556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955770493
validation[          , genome  6609] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:      1054.73499, best error:      1054.73499 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.0735397339s, input_fired_time: 0.7111536860, output_fired_time: 0.4433175027, propagate_forward_time: 23.0664215088, propagate_backward_time: 33.1938247681, weight_update_time: 0.0769069791, other_time: 1.6588211060
epoch time: 4.9298171997s, input_fired_time: 0.0745019317, output_fired_time: 0.0000000000, propagate_forward_time: 4.5675559044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877593040
validation[          , genome  6609] predictions:    9628/  10000 (96.28%), best:    9701/10000 (97.01%), error:      1217.55554, best error:      1054.73499 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 58.9514274597s, input_fired_time: 0.7076702714, output_fired_time: 0.4477836490, propagate_forward_time: 22.9927616119, propagate_backward_time: 33.1529960632, weight_update_time: 0.0767790824, other_time: 1.6502113342
epoch time: 4.9632997513s, input_fired_time: 0.0753882676, output_fired_time: 0.0000000000, propagate_forward_time: 4.5950493813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928619385
validation[          , genome  6609] predictions:    9620/  10000 (96.20%), best:    9701/10000 (97.01%), error:      1345.92993, best error:      1054.73499 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 59.0774650574s, input_fired_time: 0.7096010447, output_fired_time: 0.4432146251, propagate_forward_time: 23.0209407806, propagate_backward_time: 33.2431297302, weight_update_time: 0.0772733167, other_time: 1.6605796814
epoch time: 4.9373798370s, input_fired_time: 0.0748637766, output_fired_time: 0.0000000000, propagate_forward_time: 4.5743818283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881340981
validation[          , genome  6609] predictions:    9649/  10000 (96.49%), best:    9701/10000 (97.01%), error:      1227.23059, best error:      1054.73499 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 59.3560676575s, input_fired_time: 0.7163760662, output_fired_time: 0.4628995061, propagate_forward_time: 23.1098518372, propagate_backward_time: 33.4012489319, weight_update_time: 0.0767747983, other_time: 1.6656913757
epoch time: 4.9705734253s, input_fired_time: 0.0747535154, output_fired_time: 0.0000000000, propagate_forward_time: 4.6045055389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913146019
validation[          , genome  6609] predictions:    9654/  10000 (96.54%), best:    9701/10000 (97.01%), error:      1181.66187, best error:      1054.73499 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 59.0703468323s, input_fired_time: 0.7122164369, output_fired_time: 0.4449026883, propagate_forward_time: 23.0302505493, propagate_backward_time: 33.2239532471, weight_update_time: 0.0768087059, other_time: 1.6590232849
epoch time: 4.9602384567s, input_fired_time: 0.0757987127, output_fired_time: 0.0000000000, propagate_forward_time: 4.5940737724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903661728
validation[          , genome  6609] predictions:    9640/  10000 (96.40%), best:    9701/10000 (97.01%), error:      1164.28198, best error:      1054.73499 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.1528053284s, input_fired_time: 0.7109702826, output_fired_time: 0.4440741837, propagate_forward_time: 23.0634040833, propagate_backward_time: 33.2776947021, weight_update_time: 0.0766586363, other_time: 1.6566619873
epoch time: 5.0803260803s, input_fired_time: 0.0746876895, output_fired_time: 0.0000000000, propagate_forward_time: 4.6896405220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159980774
validation[          , genome  6609] predictions:    9641/  10000 (96.41%), best:    9701/10000 (97.01%), error:      1160.73584, best error:      1054.73499 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.2071228027s, input_fired_time: 0.7206031084, output_fired_time: 0.4462018907, propagate_forward_time: 23.0855121613, propagate_backward_time: 33.2786331177, weight_update_time: 0.0765044540, other_time: 1.6761703491
epoch time: 4.9656267166s, input_fired_time: 0.0767170414, output_fired_time: 0.0000000000, propagate_forward_time: 4.5948805809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940292358
validation[          , genome  6609] predictions:    9624/  10000 (96.24%), best:    9701/10000 (97.01%), error:      1169.16309, best error:      1054.73499 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 59.4122238159s, input_fired_time: 0.7144176364, output_fired_time: 0.4498695135, propagate_forward_time: 23.1563396454, propagate_backward_time: 33.4081230164, weight_update_time: 0.0766409263, other_time: 1.6834754944
epoch time: 4.9809288979s, input_fired_time: 0.0759067014, output_fired_time: 0.0000000000, propagate_forward_time: 4.6118621826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931599617
validation[          , genome  6609] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       993.89203, best error:       993.89203 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 59.3190574646s, input_fired_time: 0.7211677432, output_fired_time: 0.4448798895, propagate_forward_time: 23.1307754517, propagate_backward_time: 33.3444366455, weight_update_time: 0.0772653595, other_time: 1.6777954102
epoch time: 4.9725699425s, input_fired_time: 0.0772582591, output_fired_time: 0.0000000000, propagate_forward_time: 4.6033897400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919220924
validation[          , genome  6609] predictions:    9669/  10000 (96.69%), best:    9710/10000 (97.10%), error:      1027.15686, best error:       993.89203 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.1607589722s, input_fired_time: 0.7195371985, output_fired_time: 0.4443976581, propagate_forward_time: 23.0770702362, propagate_backward_time: 33.2496871948, weight_update_time: 0.0763582960, other_time: 1.6700668335
epoch time: 4.9828295708s, input_fired_time: 0.0774528012, output_fired_time: 0.0000000000, propagate_forward_time: 4.6127853394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925915718
validation[          , genome  6609] predictions:    9660/  10000 (96.60%), best:    9710/10000 (97.10%), error:      1139.25830, best error:       993.89203 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 59.0177307129s, input_fired_time: 0.7224410772, output_fired_time: 0.4435911179, propagate_forward_time: 23.0019264221, propagate_backward_time: 33.1922950745, weight_update_time: 0.0766469240, other_time: 1.6574745178
epoch time: 5.0807871819s, input_fired_time: 0.0766943097, output_fired_time: 0.0000000000, propagate_forward_time: 4.7111043930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929883003
validation[          , genome  6609] predictions:    9675/  10000 (96.75%), best:    9710/10000 (97.10%), error:      1081.75073, best error:       993.89203 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.2930870056s, input_fired_time: 0.7230373621, output_fired_time: 0.4458816946, propagate_forward_time: 23.0709323883, propagate_backward_time: 33.3871650696, weight_update_time: 0.0775947645, other_time: 1.6660728455
epoch time: 5.0181846619s, input_fired_time: 0.0768399611, output_fired_time: 0.0000000000, propagate_forward_time: 4.6489424706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924022675
validation[          , genome  6609] predictions:    9563/  10000 (95.63%), best:    9710/10000 (97.10%), error:      1417.58118, best error:       993.89203 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 59.7789077759s, input_fired_time: 0.7248272300, output_fired_time: 0.4463073015, propagate_forward_time: 23.2201843262, propagate_backward_time: 33.7247467041, weight_update_time: 0.0756942779, other_time: 1.6628417969
epoch time: 4.9688558578s, input_fired_time: 0.0776534006, output_fired_time: 0.0000000000, propagate_forward_time: 4.5988569260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923455238
validation[          , genome  6609] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       978.06165, best error:       978.06165 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 59.1590003967s, input_fired_time: 0.7172788978, output_fired_time: 0.4524280727, propagate_forward_time: 23.0826663971, propagate_backward_time: 33.2634468079, weight_update_time: 0.0762947798, other_time: 1.6431846619
epoch time: 4.9909296036s, input_fired_time: 0.0764740855, output_fired_time: 0.0000000000, propagate_forward_time: 4.6226949692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917604446
validation[          , genome  6609] predictions:    9695/  10000 (96.95%), best:    9706/10000 (97.06%), error:      1031.95105, best error:       978.06165 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 59.3949050903s, input_fired_time: 0.7172481418, output_fired_time: 0.4439696372, propagate_forward_time: 23.1689262390, propagate_backward_time: 33.4062805176, weight_update_time: 0.0740081370, other_time: 1.6584815979
epoch time: 4.9507951736s, input_fired_time: 0.0758121908, output_fired_time: 0.0000000000, propagate_forward_time: 4.5860738754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889089584
validation[          , genome  6609] predictions:    9698/  10000 (96.98%), best:    9706/10000 (97.06%), error:      1046.55432, best error:       978.06165 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 59.4133453369s, input_fired_time: 0.7247118950, output_fired_time: 0.4489485621, propagate_forward_time: 23.1514644623, propagate_backward_time: 33.4194107056, weight_update_time: 0.0747702196, other_time: 1.6688079834
epoch time: 5.0467238426s, input_fired_time: 0.0774752870, output_fired_time: 0.0000000000, propagate_forward_time: 4.6644282341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048205376
validation[          , genome  6609] predictions:    9710/  10000 (97.10%), best:    9706/10000 (97.06%), error:       983.43982, best error:       978.06165 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 59.4786758423s, input_fired_time: 0.7160888910, output_fired_time: 0.4488011301, propagate_forward_time: 23.2647018433, propagate_backward_time: 33.3949279785, weight_update_time: 0.0735234171, other_time: 1.6541557312
epoch time: 5.0418457985s, input_fired_time: 0.0753982663, output_fired_time: 0.0000000000, propagate_forward_time: 4.6791405678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873067856
validation[          , genome  6609] predictions:    9667/  10000 (96.67%), best:    9706/10000 (97.06%), error:      1106.66003, best error:       978.06165 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 59.4912223816s, input_fired_time: 0.7381586432, output_fired_time: 0.4458695650, propagate_forward_time: 23.2175369263, propagate_backward_time: 33.4390449524, weight_update_time: 0.0739253834, other_time: 1.6506118774
epoch time: 4.9569430351s, input_fired_time: 0.0766597539, output_fired_time: 0.0000000000, propagate_forward_time: 4.5885553360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917280197
validation[          , genome  6609] predictions:    9679/  10000 (96.79%), best:    9706/10000 (97.06%), error:      1051.46570, best error:       978.06165 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 59.2544860840s, input_fired_time: 0.7212777734, output_fired_time: 0.4457629919, propagate_forward_time: 23.0973625183, propagate_backward_time: 33.3313903809, weight_update_time: 0.0738646239, other_time: 1.6586914062
epoch time: 4.9605569839s, input_fired_time: 0.0762103871, output_fired_time: 0.0000000000, propagate_forward_time: 4.5946631432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896833420
validation[          , genome  6609] predictions:    9670/  10000 (96.70%), best:    9706/10000 (97.06%), error:       979.20178, best error:       978.06165 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.1445159912s, input_fired_time: 0.7216722369, output_fired_time: 0.4443296194, propagate_forward_time: 23.0481433868, propagate_backward_time: 33.2684822083, weight_update_time: 0.0843346268, other_time: 1.6618919373
epoch time: 5.0250654221s, input_fired_time: 0.0798000321, output_fired_time: 0.0000000000, propagate_forward_time: 4.6471114159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981538773
validation[          , genome  6609] predictions:    9687/  10000 (96.87%), best:    9706/10000 (97.06%), error:      1028.50488, best error:       978.06165 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 59.4979133606s, input_fired_time: 0.7212260962, output_fired_time: 0.4462157190, propagate_forward_time: 23.1846618652, propagate_backward_time: 33.4680557251, weight_update_time: 0.0735597387, other_time: 1.6777534485
epoch time: 4.9488458633s, input_fired_time: 0.0765765682, output_fired_time: 0.0000000000, propagate_forward_time: 4.5843644142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879047394
validation[          , genome  6609] predictions:    9653/  10000 (96.53%), best:    9706/10000 (97.06%), error:      1112.52490, best error:       978.06165 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 59.5802268982s, input_fired_time: 0.7290531993, output_fired_time: 0.4475325048, propagate_forward_time: 23.2243118286, propagate_backward_time: 33.5164604187, weight_update_time: 0.0740627944, other_time: 1.6628684998
epoch time: 4.9863595963s, input_fired_time: 0.0787161216, output_fired_time: 0.0000000000, propagate_forward_time: 4.6121611595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954821587
validation[          , genome  6609] predictions:    9687/  10000 (96.87%), best:    9706/10000 (97.06%), error:       996.90863, best error:       978.06165 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 59.4403419495s, input_fired_time: 0.7269873619, output_fired_time: 0.4463381171, propagate_forward_time: 23.1400337219, propagate_backward_time: 33.4627685547, weight_update_time: 0.0752587691, other_time: 1.6642150879
epoch time: 4.9585800171s, input_fired_time: 0.0777249038, output_fired_time: 0.0000000000, propagate_forward_time: 4.5901598930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906951904
validation[          , genome  6609] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       968.61298, best error:       968.61298 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 59.0735855103s, input_fired_time: 0.7280125022, output_fired_time: 0.4429130256, propagate_forward_time: 23.0377616882, propagate_backward_time: 33.2001686096, weight_update_time: 0.0770859644, other_time: 1.6647300720
epoch time: 4.9376506805s, input_fired_time: 0.0773761645, output_fired_time: 0.0000000000, propagate_forward_time: 4.5716528893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886214256
validation[          , genome  6609] predictions:    9721/  10000 (97.21%), best:    9702/10000 (97.02%), error:       986.16620, best error:       968.61298 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 59.3563919067s, input_fired_time: 0.7273831964, output_fired_time: 0.4473456144, propagate_forward_time: 23.1702957153, propagate_backward_time: 33.3473815918, weight_update_time: 0.0751231089, other_time: 1.6639862061
epoch time: 4.9733080864s, input_fired_time: 0.0771774426, output_fired_time: 0.0000000000, propagate_forward_time: 4.6038279533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923026085
validation[          , genome  6609] predictions:    9657/  10000 (96.57%), best:    9702/10000 (97.02%), error:      1134.63721, best error:       968.61298 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 59.3321685791s, input_fired_time: 0.7417257428, output_fired_time: 0.4473057091, propagate_forward_time: 23.1418666840, propagate_backward_time: 33.3509330750, weight_update_time: 0.0739644170, other_time: 1.6503334045
epoch time: 4.9821109772s, input_fired_time: 0.0795975178, output_fired_time: 0.0000000000, propagate_forward_time: 4.6090884209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934250832
validation[          , genome  6609] predictions:    9692/  10000 (96.92%), best:    9702/10000 (97.02%), error:      1007.62061, best error:       968.61298 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 59.2891883850s, input_fired_time: 0.7280282378, output_fired_time: 0.4454427063, propagate_forward_time: 23.1070556641, propagate_backward_time: 33.3413009644, weight_update_time: 0.0752277374, other_time: 1.6673622131
epoch time: 4.9961543083s, input_fired_time: 0.0783175677, output_fired_time: 0.0000000000, propagate_forward_time: 4.6158485413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019881248
validation[          , genome  6609] predictions:    9703/  10000 (97.03%), best:    9702/10000 (97.02%), error:       985.05841, best error:       968.61298 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 59.3545265198s, input_fired_time: 0.7251408100, output_fired_time: 0.4440986812, propagate_forward_time: 23.1613807678, propagate_backward_time: 33.3642654419, weight_update_time: 0.0769422203, other_time: 1.6596412659
epoch time: 5.1277909279s, input_fired_time: 0.0925842300, output_fired_time: 0.0000000000, propagate_forward_time: 4.7309427261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042640686
validation[          , genome  6609] predictions:    9707/  10000 (97.07%), best:    9702/10000 (97.02%), error:       971.74762, best error:       968.61298 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 60.0083961487s, input_fired_time: 0.7313451171, output_fired_time: 0.4573757052, propagate_forward_time: 23.3857383728, propagate_backward_time: 33.7623291016, weight_update_time: 0.0767325908, other_time: 1.6716079712
epoch time: 5.0484538078s, input_fired_time: 0.0815184265, output_fired_time: 0.0000000000, propagate_forward_time: 4.6634788513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034563065
validation[          , genome  6609] predictions:    9679/  10000 (96.79%), best:    9702/10000 (97.02%), error:      1022.81598, best error:       968.61298 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.6592216492s, input_fired_time: 0.7314211130, output_fired_time: 0.4555319548, propagate_forward_time: 23.2584800720, propagate_backward_time: 33.5375480652, weight_update_time: 0.0754289553, other_time: 1.6762390137
epoch time: 4.9431376457s, input_fired_time: 0.0780510232, output_fired_time: 0.0000000000, propagate_forward_time: 4.5758652687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892212868
validation[          , genome  6609] predictions:    9695/  10000 (96.95%), best:    9702/10000 (97.02%), error:      1012.18616, best error:       968.61298 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 59.3761215210s, input_fired_time: 0.7299673557, output_fired_time: 0.4450751841, propagate_forward_time: 23.1344680786, propagate_backward_time: 33.4024925232, weight_update_time: 0.0769415051, other_time: 1.6641159058
epoch time: 4.9418826103s, input_fired_time: 0.0776326731, output_fired_time: 0.0000000000, propagate_forward_time: 4.5733799934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908697128
validation[          , genome  6609] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       920.37817, best error:       920.37817 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 58.9509811401s, input_fired_time: 0.7292634249, output_fired_time: 0.4416986108, propagate_forward_time: 22.9857521057, propagate_backward_time: 33.1160545349, weight_update_time: 0.0783851296, other_time: 1.6782112122
epoch time: 4.9545650482s, input_fired_time: 0.0796491727, output_fired_time: 0.0000000000, propagate_forward_time: 4.5833859444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915301323
validation[          , genome  6609] predictions:    9669/  10000 (96.69%), best:    9720/10000 (97.20%), error:      1072.23682, best error:       920.37817 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 59.1920776367s, input_fired_time: 0.7313532233, output_fired_time: 0.4453544617, propagate_forward_time: 23.0909023285, propagate_backward_time: 33.2518234253, weight_update_time: 0.0763513744, other_time: 1.6726455688
epoch time: 4.9553074837s, input_fired_time: 0.0779801831, output_fired_time: 0.0000000000, propagate_forward_time: 4.5875220299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898054123
validation[          , genome  6609] predictions:    9718/  10000 (97.18%), best:    9720/10000 (97.20%), error:       951.25745, best error:       920.37817 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 59.4585037231s, input_fired_time: 0.7338308692, output_fired_time: 0.4554934502, propagate_forward_time: 23.1538543701, propagate_backward_time: 33.4401397705, weight_update_time: 0.0753313452, other_time: 1.6751861572
epoch time: 5.0457482338s, input_fired_time: 0.0817509741, output_fired_time: 0.0000000000, propagate_forward_time: 4.6654367447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985606194
validation[          , genome  6609] predictions:    9687/  10000 (96.87%), best:    9720/10000 (97.20%), error:      1033.66602, best error:       920.37817 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 59.5091323853s, input_fired_time: 0.7314304709, output_fired_time: 0.4476606548, propagate_forward_time: 23.2170047760, propagate_backward_time: 33.4460868835, weight_update_time: 0.0745248571, other_time: 1.6669502258
epoch time: 4.9622111320s, input_fired_time: 0.0781001896, output_fired_time: 0.0000000000, propagate_forward_time: 4.5920529366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920579910
validation[          , genome  6609] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:      1066.71802, best error:       920.37817 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 59.4789276123s, input_fired_time: 0.7286503911, output_fired_time: 0.4543593228, propagate_forward_time: 23.1449890137, propagate_backward_time: 33.4723320007, weight_update_time: 0.0914083347, other_time: 1.6785964966
epoch time: 5.0400214195s, input_fired_time: 0.0785073414, output_fired_time: 0.0000000000, propagate_forward_time: 4.6641755104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973384857
validation[          , genome  6609] predictions:    9656/  10000 (96.56%), best:    9720/10000 (97.20%), error:      1073.66992, best error:       920.37817 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 59.4375305176s, input_fired_time: 0.7324844599, output_fired_time: 0.4461337328, propagate_forward_time: 23.1106605530, propagate_backward_time: 33.4978637695, weight_update_time: 0.0752298459, other_time: 1.6503906250
epoch time: 4.9700002670s, input_fired_time: 0.0808354169, output_fired_time: 0.0000000000, propagate_forward_time: 4.5951538086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940111160
validation[          , genome  6609] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:      1011.30731, best error:       920.37817 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 59.1943893433s, input_fired_time: 0.7317295671, output_fired_time: 0.4444135725, propagate_forward_time: 23.0644969940, propagate_backward_time: 33.2988357544, weight_update_time: 0.0760904178, other_time: 1.6549148560
epoch time: 4.9403486252s, input_fired_time: 0.0784293786, output_fired_time: 0.0000000000, propagate_forward_time: 4.5722885132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896308899
validation[          , genome  6609] predictions:    9661/  10000 (96.61%), best:    9720/10000 (97.20%), error:      1127.40515, best error:       920.37817 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 59.5068588257s, input_fired_time: 0.7342986465, output_fired_time: 0.4464959204, propagate_forward_time: 23.2213191986, propagate_backward_time: 33.4320793152, weight_update_time: 0.0759272277, other_time: 1.6726646423
epoch time: 4.9865660667s, input_fired_time: 0.0795269459, output_fired_time: 0.0000000000, propagate_forward_time: 4.6149201393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921190262
validation[          , genome  6609] predictions:    9701/  10000 (97.01%), best:    9720/10000 (97.20%), error:       972.60181, best error:       920.37817 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 59.4211845398s, input_fired_time: 0.7369066477, output_fired_time: 0.4477362633, propagate_forward_time: 23.1578063965, propagate_backward_time: 33.4239921570, weight_update_time: 0.0734337270, other_time: 1.6547431946
epoch time: 5.0088205338s, input_fired_time: 0.0789445117, output_fired_time: 0.0000000000, propagate_forward_time: 4.6399621964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899136543
validation[          , genome  6609] predictions:    9696/  10000 (96.96%), best:    9720/10000 (97.20%), error:       995.82184, best error:       920.37817 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 59.2636566162s, input_fired_time: 0.7330897450, output_fired_time: 0.4460751116, propagate_forward_time: 23.0931053162, propagate_backward_time: 33.3445663452, weight_update_time: 0.0743351281, other_time: 1.6468200684
epoch time: 5.0015435219s, input_fired_time: 0.0787508562, output_fired_time: 0.0000000000, propagate_forward_time: 4.6332416534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895507812
validation[          , genome  6609] predictions:    9716/  10000 (97.16%), best:    9720/10000 (97.20%), error:       960.60492, best error:       920.37817 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 59.1721115112s, input_fired_time: 0.7327003479, output_fired_time: 0.4566233754, propagate_forward_time: 23.0837306976, propagate_backward_time: 33.2507057190, weight_update_time: 0.0758502409, other_time: 1.6483497620
epoch time: 5.0660881996s, input_fired_time: 0.0805544257, output_fired_time: 0.0000000000, propagate_forward_time: 4.6907620430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947716713
validation[          , genome  6609] predictions:    9703/  10000 (97.03%), best:    9720/10000 (97.20%), error:       952.74011, best error:       920.37817 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 59.4022331238s, input_fired_time: 0.7340751290, output_fired_time: 0.4431491792, propagate_forward_time: 23.2069301605, propagate_backward_time: 33.3696098328, weight_update_time: 0.0761636719, other_time: 1.6484718323
epoch time: 4.9854273796s, input_fired_time: 0.0801385120, output_fired_time: 0.0000000000, propagate_forward_time: 4.6076354980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976531982
validation[          , genome  6609] predictions:    9684/  10000 (96.84%), best:    9720/10000 (97.20%), error:      1035.73804, best error:       920.37817 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 59.5668334961s, input_fired_time: 0.7315244079, output_fired_time: 0.4455156922, propagate_forward_time: 23.3019638062, propagate_backward_time: 33.4370117188, weight_update_time: 0.0784283280, other_time: 1.6508178711
epoch time: 4.9606103897s, input_fired_time: 0.0797474608, output_fired_time: 0.0000000000, propagate_forward_time: 4.5910720825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897906303
validation[          , genome  6609] predictions:    9675/  10000 (96.75%), best:    9720/10000 (97.20%), error:      1027.46472, best error:       920.37817 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 59.0664443970s, input_fired_time: 0.7353279591, output_fired_time: 0.4445581138, propagate_forward_time: 23.0010948181, propagate_backward_time: 33.2241935730, weight_update_time: 0.0780741125, other_time: 1.6612701416
epoch time: 4.9624242783s, input_fired_time: 0.0802214220, output_fired_time: 0.0000000000, propagate_forward_time: 4.5923023224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899003029
validation[          , genome  6609] predictions:    9726/  10000 (97.26%), best:    9720/10000 (97.20%), error:       924.07495, best error:       920.37817 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 59.2192764282s, input_fired_time: 0.7543610930, output_fired_time: 0.4447230995, propagate_forward_time: 23.1015129089, propagate_backward_time: 33.2704467773, weight_update_time: 0.0737494603, other_time: 1.6482353210
epoch time: 4.9672212601s, input_fired_time: 0.0797813162, output_fired_time: 0.0000000000, propagate_forward_time: 4.5956749916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917647362
validation[          , genome  6609] predictions:    9710/  10000 (97.10%), best:    9720/10000 (97.20%), error:       976.29956, best error:       920.37817 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 59.3769798279s, input_fired_time: 0.7354025841, output_fired_time: 0.4475760460, propagate_forward_time: 23.1025390625, propagate_backward_time: 33.4440269470, weight_update_time: 0.0735309571, other_time: 1.6474380493
epoch time: 5.0272178650s, input_fired_time: 0.0801058188, output_fired_time: 0.0000000000, propagate_forward_time: 4.6542930603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928190231
validation[          , genome  6609] predictions:    9712/  10000 (97.12%), best:    9720/10000 (97.20%), error:      1012.51910, best error:       920.37817 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 59.5378227234s, input_fired_time: 0.7418553233, output_fired_time: 0.4463655353, propagate_forward_time: 23.1656608582, propagate_backward_time: 33.4846191406, weight_update_time: 0.0778917745, other_time: 1.6993217468
epoch time: 4.9970479012s, input_fired_time: 0.0798349977, output_fired_time: 0.0000000000, propagate_forward_time: 4.6234121323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938008308
validation[          , genome  6609] predictions:    9724/  10000 (97.24%), best:    9720/10000 (97.20%), error:       940.12262, best error:       920.37817 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 59.2918052673s, input_fired_time: 0.7372740507, output_fired_time: 0.4459275603, propagate_forward_time: 23.0829944611, propagate_backward_time: 33.3391723633, weight_update_time: 0.0785022676, other_time: 1.6864395142
epoch time: 4.9429659843s, input_fired_time: 0.0792750642, output_fired_time: 0.0000000000, propagate_forward_time: 4.5722842216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914066315
validation[          , genome  6609] predictions:    9686/  10000 (96.86%), best:    9720/10000 (97.20%), error:      1031.81970, best error:       920.37817 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 59.3215179443s, input_fired_time: 0.7498452067, output_fired_time: 0.4456375241, propagate_forward_time: 23.1035633087, propagate_backward_time: 33.3443374634, weight_update_time: 0.0783804953, other_time: 1.6781387329
epoch time: 5.0352382660s, input_fired_time: 0.0839948654, output_fired_time: 0.0000000000, propagate_forward_time: 4.6503024101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3009409904
validation[          , genome  6609] predictions:    9572/  10000 (95.72%), best:    9720/10000 (97.20%), error:      1363.86157, best error:       920.37817 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 59.3311729431s, input_fired_time: 0.7436792254, output_fired_time: 0.4460601509, propagate_forward_time: 23.1083049774, propagate_backward_time: 33.3820114136, weight_update_time: 0.0740443319, other_time: 1.6511154175
epoch time: 4.9706869125s, input_fired_time: 0.0800005272, output_fired_time: 0.0000000000, propagate_forward_time: 4.6009202003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897663116
validation[          , genome  6609] predictions:    9721/  10000 (97.21%), best:    9720/10000 (97.20%), error:       934.73621, best error:       920.37817 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 60.9176063538s, input_fired_time: 0.7625108957, output_fired_time: 0.4573049545, propagate_forward_time: 23.6078510284, propagate_backward_time: 34.3413352966, weight_update_time: 0.0755446404, other_time: 1.7486000061
epoch time: 5.0638804436s, input_fired_time: 0.0829620957, output_fired_time: 0.0000000000, propagate_forward_time: 4.6779451370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029732704
validation[          , genome  6609] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       887.53381, best error:       887.53381 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 59.2140426636s, input_fired_time: 0.7362022400, output_fired_time: 0.4442504942, propagate_forward_time: 23.0612163544, propagate_backward_time: 33.3080558777, weight_update_time: 0.0745152608, other_time: 1.6643180847
epoch time: 4.9729881287s, input_fired_time: 0.0803351328, output_fired_time: 0.0000000000, propagate_forward_time: 4.6009974480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916555405
validation[          , genome  6609] predictions:    9676/  10000 (96.76%), best:    9720/10000 (97.20%), error:      1049.79883, best error:       887.53381 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.1748733521s, input_fired_time: 0.7357203364, output_fired_time: 0.4441112876, propagate_forward_time: 23.0608730316, propagate_backward_time: 33.2559661865, weight_update_time: 0.0756264254, other_time: 1.6781997681
epoch time: 5.0070161819s, input_fired_time: 0.0797348395, output_fired_time: 0.0000000000, propagate_forward_time: 4.6377873421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894940376
validation[          , genome  6609] predictions:    9661/  10000 (96.61%), best:    9720/10000 (97.20%), error:      1143.86719, best error:       887.53381 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 59.2641983032s, input_fired_time: 0.7422757745, output_fired_time: 0.4433324039, propagate_forward_time: 23.0679740906, propagate_backward_time: 33.3529090881, weight_update_time: 0.0756181777, other_time: 1.6577072144
epoch time: 4.9614472389s, input_fired_time: 0.0810229853, output_fired_time: 0.0000000000, propagate_forward_time: 4.5889005661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915234566
validation[          , genome  6609] predictions:    9648/  10000 (96.48%), best:    9720/10000 (97.20%), error:      1205.13708, best error:       887.53381 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 59.3386077881s, input_fired_time: 0.7414323688, output_fired_time: 0.4437119067, propagate_forward_time: 23.1286716461, propagate_backward_time: 33.2975845337, weight_update_time: 0.0776616111, other_time: 1.7272109985
epoch time: 5.0648775101s, input_fired_time: 0.0818459988, output_fired_time: 0.0000000000, propagate_forward_time: 4.6844291687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2986021042
validation[          , genome  6609] predictions:    9640/  10000 (96.40%), best:    9720/10000 (97.20%), error:      1092.35217, best error:       887.53381 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 59.4894714355s, input_fired_time: 0.7547556758, output_fired_time: 0.4457358718, propagate_forward_time: 23.1430339813, propagate_backward_time: 33.4843978882, weight_update_time: 0.0764716491, other_time: 1.6615447998
epoch time: 4.9647717476s, input_fired_time: 0.0795261264, output_fired_time: 0.0000000000, propagate_forward_time: 4.5948753357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903704643
validation[          , genome  6609] predictions:    9694/  10000 (96.94%), best:    9720/10000 (97.20%), error:      1024.37524, best error:       887.53381 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 59.8726501465s, input_fired_time: 0.7484213114, output_fired_time: 0.4495155811, propagate_forward_time: 23.3257293701, propagate_backward_time: 33.6368217468, weight_update_time: 0.0743578076, other_time: 1.7121620178
epoch time: 4.9396171570s, input_fired_time: 0.0794610381, output_fired_time: 0.0000000000, propagate_forward_time: 4.5717806816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883753777
validation[          , genome  6609] predictions:    9697/  10000 (96.97%), best:    9720/10000 (97.20%), error:      1021.63306, best error:       887.53381 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 59.2971458435s, input_fired_time: 0.7373713255, output_fired_time: 0.4443970919, propagate_forward_time: 23.1171493530, propagate_backward_time: 33.3596153259, weight_update_time: 0.0736164972, other_time: 1.6386146545
epoch time: 5.0022826195s, input_fired_time: 0.0814087093, output_fired_time: 0.0000000000, propagate_forward_time: 4.6257495880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951245308
validation[          , genome  6609] predictions:    9729/  10000 (97.29%), best:    9720/10000 (97.20%), error:       936.50958, best error:       887.53381 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 59.5581474304s, input_fired_time: 0.7402380705, output_fired_time: 0.4467403591, propagate_forward_time: 23.2445373535, propagate_backward_time: 33.4667358398, weight_update_time: 0.0760199353, other_time: 1.6598968506
epoch time: 4.9601202011s, input_fired_time: 0.0809588507, output_fired_time: 0.0000000000, propagate_forward_time: 4.5909285545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882328033
validation[          , genome  6609] predictions:    9713/  10000 (97.13%), best:    9720/10000 (97.20%), error:       949.38770, best error:       887.53381 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 59.3569297791s, input_fired_time: 0.7442640066, output_fired_time: 0.4440838099, propagate_forward_time: 23.1375217438, propagate_backward_time: 33.3688201904, weight_update_time: 0.0759993419, other_time: 1.6622390747
epoch time: 5.1113424301s, input_fired_time: 0.0811712667, output_fired_time: 0.0000000000, propagate_forward_time: 4.7368912697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932801247
validation[          , genome  6609] predictions:    9700/  10000 (97.00%), best:    9720/10000 (97.20%), error:      1005.91785, best error:       887.53381 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 59.1514816284s, input_fired_time: 0.7382994294, output_fired_time: 0.4449380934, propagate_forward_time: 23.0283718109, propagate_backward_time: 33.3007011414, weight_update_time: 0.0748452097, other_time: 1.6391716003
epoch time: 4.9597640038s, input_fired_time: 0.0816144645, output_fired_time: 0.0000000000, propagate_forward_time: 4.5882258415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899236679
validation[          , genome  6609] predictions:    9682/  10000 (96.82%), best:    9720/10000 (97.20%), error:      1065.94360, best error:       887.53381 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 59.3720703125s, input_fired_time: 0.7436109781, output_fired_time: 0.4754171073, propagate_forward_time: 23.1562137604, propagate_backward_time: 33.3385887146, weight_update_time: 0.0754283145, other_time: 1.6582374573
epoch time: 4.9691500664s, input_fired_time: 0.0813087374, output_fired_time: 0.0000000000, propagate_forward_time: 4.5956330299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922081947
validation[          , genome  6609] predictions:    9726/  10000 (97.26%), best:    9720/10000 (97.20%), error:       911.00183, best error:       887.53381 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 59.1863021851s, input_fired_time: 0.7407773137, output_fired_time: 0.4436702430, propagate_forward_time: 23.0435218811, propagate_backward_time: 33.3106040955, weight_update_time: 0.0766880661, other_time: 1.6477317810
epoch time: 4.9716939926s, input_fired_time: 0.0809370726, output_fired_time: 0.0000000000, propagate_forward_time: 4.5969748497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937822342
validation[          , genome  6609] predictions:    9594/  10000 (95.94%), best:    9720/10000 (97.20%), error:      1363.84973, best error:       887.53381 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 59.5383949280s, input_fired_time: 0.7461426854, output_fired_time: 0.4546575546, propagate_forward_time: 23.2049274445, propagate_backward_time: 33.4560775757, weight_update_time: 0.0769988373, other_time: 1.6765899658
epoch time: 5.0967793465s, input_fired_time: 0.0869487524, output_fired_time: 0.0000000000, propagate_forward_time: 4.7039875984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3058428764
validation[          , genome  6609] predictions:    9695/  10000 (96.95%), best:    9720/10000 (97.20%), error:      1034.66370, best error:       887.53381 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 58.9436645508s, input_fired_time: 0.7415259480, output_fired_time: 0.4466088414, propagate_forward_time: 22.9725761414, propagate_backward_time: 33.1299819946, weight_update_time: 0.0780783147, other_time: 1.6529693604
epoch time: 4.9623546600s, input_fired_time: 0.0810901821, output_fired_time: 0.0000000000, propagate_forward_time: 4.5866060257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946586609
validation[          , genome  6609] predictions:    9708/  10000 (97.08%), best:    9720/10000 (97.20%), error:      1011.07764, best error:       887.53381 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 59.4712371826s, input_fired_time: 0.7426922321, output_fired_time: 0.4450512826, propagate_forward_time: 23.1930637360, propagate_backward_time: 33.4339447021, weight_update_time: 0.0756266639, other_time: 1.6564865112
epoch time: 4.9516019821s, input_fired_time: 0.0815477148, output_fired_time: 0.0000000000, propagate_forward_time: 4.5782833099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917709351
validation[          , genome  6609] predictions:    9714/  10000 (97.14%), best:    9720/10000 (97.20%), error:       960.74091, best error:       887.53381 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 59.3353576660s, input_fired_time: 0.7439277768, output_fired_time: 0.4443502724, propagate_forward_time: 23.1851711273, propagate_backward_time: 33.3002777100, weight_update_time: 0.0768271536, other_time: 1.6616287231
epoch time: 4.9549241066s, input_fired_time: 0.0794547349, output_fired_time: 0.0000000000, propagate_forward_time: 4.5880460739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874231339
validation[          , genome  6609] predictions:    9709/  10000 (97.09%), best:    9720/10000 (97.20%), error:       959.40131, best error:       887.53381 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 59.4354209900s, input_fired_time: 0.7780848742, output_fired_time: 0.4433302879, propagate_forward_time: 23.2012176514, propagate_backward_time: 33.3267097473, weight_update_time: 0.0770429894, other_time: 1.6860809326
epoch time: 4.9379281998s, input_fired_time: 0.0805713758, output_fired_time: 0.0000000000, propagate_forward_time: 4.5690693855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882876396
validation[          , genome  6609] predictions:    9686/  10000 (96.86%), best:    9720/10000 (97.20%), error:      1057.40601, best error:       887.53381 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 59.2070999146s, input_fired_time: 0.7405232191, output_fired_time: 0.4445580244, propagate_forward_time: 23.1235313416, propagate_backward_time: 33.2470474243, weight_update_time: 0.0763011053, other_time: 1.6514396667
epoch time: 5.0030364990s, input_fired_time: 0.0821243599, output_fired_time: 0.0000000000, propagate_forward_time: 4.6274371147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934751511
validation[          , genome  6609] predictions:    9659/  10000 (96.59%), best:    9720/10000 (97.20%), error:      1116.50586, best error:       887.53381 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 59.3656883240s, input_fired_time: 0.7435823679, output_fired_time: 0.4453956783, propagate_forward_time: 23.1181907654, propagate_backward_time: 33.3887748718, weight_update_time: 0.0759038255, other_time: 1.6697425842
epoch time: 4.9391255379s, input_fired_time: 0.0802255422, output_fired_time: 0.0000000000, propagate_forward_time: 4.5707635880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881364822
validation[          , genome  6609] predictions:    9689/  10000 (96.89%), best:    9720/10000 (97.20%), error:      1029.57593, best error:       887.53381 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 59.5018959045s, input_fired_time: 0.7450637817, output_fired_time: 0.4440800548, propagate_forward_time: 23.2051467896, propagate_backward_time: 33.4541244507, weight_update_time: 0.0769814998, other_time: 1.6534805298
epoch time: 5.0358624458s, input_fired_time: 0.0806656703, output_fired_time: 0.0000000000, propagate_forward_time: 4.6668362617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883605957
validation[          , genome  6609] predictions:    9692/  10000 (96.92%), best:    9720/10000 (97.20%), error:       998.47083, best error:       887.53381 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 59.3913841248s, input_fired_time: 0.7703956366, output_fired_time: 0.4517609477, propagate_forward_time: 23.0893821716, propagate_backward_time: 33.3998374939, weight_update_time: 0.0766999871, other_time: 1.6800079346
epoch time: 5.0427188873s, input_fired_time: 0.0834625885, output_fired_time: 0.0000000000, propagate_forward_time: 4.6623754501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2968807220
validation[          , genome  6609] predictions:    9705/  10000 (97.05%), best:    9720/10000 (97.20%), error:      1031.46521, best error:       887.53381 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 59.3619766235s, input_fired_time: 0.7499787807, output_fired_time: 0.4463848472, propagate_forward_time: 23.1722354889, propagate_backward_time: 33.3359756470, weight_update_time: 0.0775694624, other_time: 1.6574020386
epoch time: 5.1159510612s, input_fired_time: 0.1167489514, output_fired_time: 0.0000000000, propagate_forward_time: 4.7072682381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919340134
validation[          , genome  6609] predictions:    9713/  10000 (97.13%), best:    9720/10000 (97.20%), error:       956.50812, best error:       887.53381 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 59.3376998901s, input_fired_time: 0.7570154071, output_fired_time: 0.4444394708, propagate_forward_time: 23.1857547760, propagate_backward_time: 33.2899894714, weight_update_time: 0.0771663412, other_time: 1.6605033875
epoch time: 4.9912576675s, input_fired_time: 0.0825042501, output_fired_time: 0.0000000000, propagate_forward_time: 4.6132125854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955408096
validation[          , genome  6609] predictions:    9736/  10000 (97.36%), best:    9720/10000 (97.20%), error:       909.53308, best error:       887.53381 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 60.0694961548s, input_fired_time: 0.7624977231, output_fired_time: 0.4484765232, propagate_forward_time: 23.3115634918, propagate_backward_time: 33.8452072144, weight_update_time: 0.0778483674, other_time: 1.7017517090
epoch time: 4.9713988304s, input_fired_time: 0.0830800459, output_fired_time: 0.0000000000, propagate_forward_time: 4.5948390961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934799194
validation[          , genome  6609] predictions:    9694/  10000 (96.94%), best:    9720/10000 (97.20%), error:      1021.82050, best error:       887.53381 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 59.7249679565s, input_fired_time: 0.7539894581, output_fired_time: 0.4457058907, propagate_forward_time: 23.2391433716, propagate_backward_time: 33.6164970398, weight_update_time: 0.0777253583, other_time: 1.6696319580
epoch time: 5.0064592361s, input_fired_time: 0.0838854313, output_fired_time: 0.0000000000, propagate_forward_time: 4.6286425591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939314842
validation[          , genome  6609] predictions:    9737/  10000 (97.37%), best:    9720/10000 (97.20%), error:       931.63062, best error:       887.53381 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 59.0700225830s, input_fired_time: 0.7499694228, output_fired_time: 0.4439195395, propagate_forward_time: 23.0172290802, propagate_backward_time: 33.2005691528, weight_update_time: 0.0769518614, other_time: 1.6583328247
epoch time: 4.9526329041s, input_fired_time: 0.0819678903, output_fired_time: 0.0000000000, propagate_forward_time: 4.5785565376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921085358
validation[          , genome  6609] predictions:    9693/  10000 (96.93%), best:    9720/10000 (97.20%), error:      1004.49707, best error:       887.53381 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 59.1311187744s, input_fired_time: 0.7493665814, output_fired_time: 0.4439717531, propagate_forward_time: 23.0668182373, propagate_backward_time: 33.1985740662, weight_update_time: 0.0782648399, other_time: 1.6723861694
epoch time: 4.9702720642s, input_fired_time: 0.0822464749, output_fired_time: 0.0000000000, propagate_forward_time: 4.5975494385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904763222
validation[          , genome  6609] predictions:    9723/  10000 (97.23%), best:    9720/10000 (97.20%), error:       932.82806, best error:       887.53381 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 59.2537231445s, input_fired_time: 0.7522172928, output_fired_time: 0.4437831342, propagate_forward_time: 23.0982379913, propagate_backward_time: 33.3006172180, weight_update_time: 0.0771986991, other_time: 1.6588706970
epoch time: 4.9552979469s, input_fired_time: 0.0813011453, output_fired_time: 0.0000000000, propagate_forward_time: 4.5875124931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864842415
validation[          , genome  6609] predictions:    9625/  10000 (96.25%), best:    9720/10000 (97.20%), error:      1266.74255, best error:       887.53381 on epoch:    72, 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: 25.1816635132s, input_fired_time: 0.4154611230, output_fired_time: 0.0000000000, propagate_forward_time: 23.2477989197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5184040070
best training[          , genome  6609] predictions:   49427/  50000 (98.85%), best:    9720/10000 (97.20%), error:      2168.14575, best error:       887.53381 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.2111244202s, input_fired_time: 0.0825813115, output_fired_time: 0.0000000000, propagate_forward_time: 4.8125543594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3159885406
   testing[          , genome  6609] predictions:    9759/  10000 (97.59%), best:    9720/10000 (97.20%), error:       801.33459, best error:       887.53381 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:58:44 (15502): called boinc_finish(0)

</stderr_txt>
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