Nameexact_genome_1512568488_44_7080_0
Workunit2606688
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:51:40 UTC
Report deadline16 Dec 2017, 11:09:09 UTC
Received8 Dec 2017, 2:59:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66885
Run time2 hours 15 min 39 sec
CPU time2 hours 15 min 22 sec
Validate stateValid
Credit2,117.62
Device peak FLOPS3.83 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: 81.7977905273s, input_fired_time: 0.7917264700, output_fired_time: 0.5009849072, propagate_forward_time: 33.4842987061, propagate_backward_time: 45.4083023071, weight_update_time: 0.0836798400, other_time: 1.6124801636
epoch time: 7.3089933395s, input_fired_time: 1.0843122005, output_fired_time: 0.0000000000, propagate_forward_time: 5.9397993088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848815918
validation[          , genome  7080] predictions:    9642/  10000 (96.42%), best:    9697/10000 (96.97%), error:      1218.46960, best error:       958.48499 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.7655029297s, input_fired_time: 0.7932207584, output_fired_time: 0.5021249056, propagate_forward_time: 37.5068893433, propagate_backward_time: 41.3520698547, weight_update_time: 0.0836362913, other_time: 1.6111946106
epoch time: 7.3140072823s, input_fired_time: 0.0838000327, output_fired_time: 0.0000000000, propagate_forward_time: 6.9454188347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847886086
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       878.63629, best error:       878.63629 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 81.2792129517s, input_fired_time: 1.7900085449, output_fired_time: 0.4985902607, propagate_forward_time: 33.2817993164, propagate_backward_time: 44.1066055298, weight_update_time: 0.0832074434, other_time: 1.6022109985
epoch time: 7.2086787224s, input_fired_time: 0.0836079195, output_fired_time: 0.0000000000, propagate_forward_time: 6.8440299034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810406685
validation[          , genome  7080] predictions:    9634/  10000 (96.34%), best:    9737/10000 (97.37%), error:      1186.78259, best error:       878.63629 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.7518615723s, input_fired_time: 1.7881859541, output_fired_time: 0.5006939769, propagate_forward_time: 35.4622268677, propagate_backward_time: 42.3973007202, weight_update_time: 0.0833124816, other_time: 1.6034545898
epoch time: 7.1913704872s, input_fired_time: 0.0803436711, output_fired_time: 0.0000000000, propagate_forward_time: 6.8389096260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721171379
validation[          , genome  7080] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       930.60992, best error:       878.63629 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 81.2780227661s, input_fired_time: 0.7775464654, output_fired_time: 0.4936223030, propagate_forward_time: 33.3214149475, propagate_backward_time: 45.1037063599, weight_update_time: 0.0823899657, other_time: 1.5817298889
epoch time: 6.1578912735s, input_fired_time: 0.0802739114, output_fired_time: 0.0000000000, propagate_forward_time: 5.8030819893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745351791
validation[          , genome  7080] predictions:    9718/  10000 (97.18%), best:    9737/10000 (97.37%), error:       950.68573, best error:       878.63629 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 83.9483032227s, input_fired_time: 0.7934482694, output_fired_time: 0.5011177063, propagate_forward_time: 35.5693473816, propagate_backward_time: 45.4608802795, weight_update_time: 0.0840868279, other_time: 1.6235046387
epoch time: 6.1726469994s, input_fired_time: 0.0829685479, output_fired_time: 0.0000000000, propagate_forward_time: 5.8059110641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2837672234
validation[          , genome  7080] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       851.45227, best error:       851.45227 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 82.9457321167s, input_fired_time: 0.7988291979, output_fired_time: 0.5031718612, propagate_forward_time: 36.5397911072, propagate_backward_time: 43.4886283875, weight_update_time: 0.0835331082, other_time: 1.6153106689
epoch time: 6.1673521996s, input_fired_time: 0.0839083269, output_fired_time: 0.0000000000, propagate_forward_time: 5.8048577309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785859108
validation[          , genome  7080] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       805.88184, best error:       805.88184 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 81.6690521240s, input_fired_time: 0.7984702587, output_fired_time: 0.4999569952, propagate_forward_time: 31.4714927673, propagate_backward_time: 46.2840156555, weight_update_time: 0.0834238529, other_time: 2.6151199341
epoch time: 7.3095250130s, input_fired_time: 0.0852902159, output_fired_time: 0.0000000000, propagate_forward_time: 6.9376988411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2865357399
validation[          , genome  7080] predictions:    9719/  10000 (97.19%), best:    9754/10000 (97.54%), error:       939.06219, best error:       805.88184 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.7685775757s, input_fired_time: 0.8023486137, output_fired_time: 0.5007005930, propagate_forward_time: 32.5211639404, propagate_backward_time: 45.3294219971, weight_update_time: 0.0836466104, other_time: 2.6149444580
epoch time: 7.3148074150s, input_fired_time: 0.0857490599, output_fired_time: 0.0000000000, propagate_forward_time: 6.9438199997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852382660
validation[          , genome  7080] predictions:    9736/  10000 (97.36%), best:    9754/10000 (97.54%), error:       890.52228, best error:       805.88184 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.6225967407s, input_fired_time: 0.7985168695, output_fired_time: 0.4998536408, propagate_forward_time: 31.4012546539, propagate_backward_time: 47.3085975647, weight_update_time: 0.0837294161, other_time: 1.6143760681
epoch time: 7.3075885773s, input_fired_time: 0.0855199620, output_fired_time: 0.0000000000, propagate_forward_time: 6.9383850098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836837769
validation[          , genome  7080] predictions:    9569/  10000 (95.69%), best:    9754/10000 (97.54%), error:      1385.14270, best error:       805.88184 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.7065048218s, input_fired_time: 0.8040676117, output_fired_time: 0.5014000535, propagate_forward_time: 34.4645652771, propagate_backward_time: 44.3247985840, weight_update_time: 0.0835417062, other_time: 1.6116676331
epoch time: 7.2134122849s, input_fired_time: 0.0851995125, output_fired_time: 0.0000000000, propagate_forward_time: 6.8464450836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817678452
validation[          , genome  7080] predictions:    9687/  10000 (96.87%), best:    9754/10000 (97.54%), error:      1039.91211, best error:       805.88184 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 82.8048095703s, input_fired_time: 0.8013388515, output_fired_time: 0.5026022196, propagate_forward_time: 33.5011177063, propagate_backward_time: 46.3566932678, weight_update_time: 0.0844274461, other_time: 1.6430587769
epoch time: 7.3150458336s, input_fired_time: 0.0867746919, output_fired_time: 0.0000000000, propagate_forward_time: 6.9398818016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883892059
validation[          , genome  7080] predictions:    9742/  10000 (97.42%), best:    9754/10000 (97.54%), error:       867.32111, best error:       805.88184 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 81.7318649292s, input_fired_time: 0.8007989526, output_fired_time: 0.5026450753, propagate_forward_time: 34.4397163391, propagate_backward_time: 44.3491439819, weight_update_time: 0.0843457058, other_time: 1.6395606995
epoch time: 7.3257317543s, input_fired_time: 0.0867735893, output_fired_time: 0.0000000000, propagate_forward_time: 6.9509067535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880516052
validation[          , genome  7080] predictions:    9699/  10000 (96.99%), best:    9754/10000 (97.54%), error:       968.49799, best error:       805.88184 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.8106918335s, input_fired_time: 0.8063547015, output_fired_time: 0.5021207929, propagate_forward_time: 30.4801998138, propagate_backward_time: 47.3917579651, weight_update_time: 0.0843114480, other_time: 2.6302528381
epoch time: 7.3108630180s, input_fired_time: 0.0861679241, output_fired_time: 0.0000000000, propagate_forward_time: 6.9382367134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864584923
validation[          , genome  7080] predictions:    9703/  10000 (97.03%), best:    9754/10000 (97.54%), error:       922.63623, best error:       805.88184 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.6871414185s, input_fired_time: 0.8020336628, output_fired_time: 0.5012421012, propagate_forward_time: 32.4032440186, propagate_backward_time: 46.3664169312, weight_update_time: 0.0836781487, other_time: 1.6142044067
epoch time: 7.3562784195s, input_fired_time: 0.0855415985, output_fired_time: 0.0000000000, propagate_forward_time: 6.9848880768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858486176
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9754/10000 (97.54%), error:       895.21619, best error:       805.88184 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 81.8081283569s, input_fired_time: 0.8049095273, output_fired_time: 0.5013540387, propagate_forward_time: 32.4872322083, propagate_backward_time: 46.3981933594, weight_update_time: 0.0836394653, other_time: 1.6164436340
epoch time: 7.2623667717s, input_fired_time: 0.0848122388, output_fired_time: 0.0000000000, propagate_forward_time: 6.8947386742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828159332
validation[          , genome  7080] predictions:    9714/  10000 (97.14%), best:    9754/10000 (97.54%), error:       970.46863, best error:       805.88184 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.6220245361s, input_fired_time: 0.8019830585, output_fired_time: 0.5002855659, propagate_forward_time: 33.4360656738, propagate_backward_time: 45.2574501038, weight_update_time: 0.0838316232, other_time: 1.6262397766
epoch time: 6.1693401337s, input_fired_time: 0.0831130147, output_fired_time: 0.0000000000, propagate_forward_time: 5.8052253723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810015678
validation[          , genome  7080] predictions:    9752/  10000 (97.52%), best:    9754/10000 (97.54%), error:       851.54596, best error:       805.88184 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 82.8723678589s, input_fired_time: 0.7989192605, output_fired_time: 0.4995050430, propagate_forward_time: 29.4918060303, propagate_backward_time: 50.4615516663, weight_update_time: 0.0836447552, other_time: 1.6205863953
epoch time: 6.1724987030s, input_fired_time: 0.0848724842, output_fired_time: 0.0000000000, propagate_forward_time: 5.8072352409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803912163
validation[          , genome  7080] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       955.45740, best error:       805.88184 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 84.0746307373s, input_fired_time: 0.8168029189, output_fired_time: 0.5021070242, propagate_forward_time: 32.6130256653, propagate_backward_time: 48.5083503723, weight_update_time: 0.0837924927, other_time: 1.6343460083
epoch time: 6.2014441490s, input_fired_time: 0.0833718181, output_fired_time: 0.0000000000, propagate_forward_time: 5.8401846886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2778878212
validation[          , genome  7080] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       950.78442, best error:       805.88184 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 83.1214294434s, input_fired_time: 0.8032264113, output_fired_time: 0.5017472506, propagate_forward_time: 34.6375198364, propagate_backward_time: 45.5554695129, weight_update_time: 0.0834493712, other_time: 1.6234703064
epoch time: 6.1701364517s, input_fired_time: 0.0851362497, output_fired_time: 0.0000000000, propagate_forward_time: 5.8057498932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2792501450
validation[          , genome  7080] predictions:    9702/  10000 (97.02%), best:    9754/10000 (97.54%), error:       935.05347, best error:       805.88184 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 81.7752838135s, input_fired_time: 0.8022929430, output_fired_time: 0.5000263453, propagate_forward_time: 31.5146217346, propagate_backward_time: 47.3432922363, weight_update_time: 0.0833160058, other_time: 1.6150550842
epoch time: 7.3208980560s, input_fired_time: 0.0863808021, output_fired_time: 0.0000000000, propagate_forward_time: 6.9492573738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852597237
validation[          , genome  7080] predictions:    9700/  10000 (97.00%), best:    9754/10000 (97.54%), error:       975.10114, best error:       805.88184 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.7387084961s, input_fired_time: 0.8038164377, output_fired_time: 0.4994621873, propagate_forward_time: 29.5089015961, propagate_backward_time: 48.3081703186, weight_update_time: 0.0835135803, other_time: 2.6183509827
epoch time: 7.3068490028s, input_fired_time: 0.0865098983, output_fired_time: 0.0000000000, propagate_forward_time: 6.9349517822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853875160
validation[          , genome  7080] predictions:    9709/  10000 (97.09%), best:    9754/10000 (97.54%), error:       983.09863, best error:       805.88184 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.6504974365s, input_fired_time: 0.8021538854, output_fired_time: 0.4986391664, propagate_forward_time: 32.4636802673, propagate_backward_time: 46.2729415894, weight_update_time: 0.0831040740, other_time: 1.6130790710
epoch time: 7.3083796501s, input_fired_time: 0.0857559815, output_fired_time: 0.0000000000, propagate_forward_time: 6.9381313324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2844924927
validation[          , genome  7080] predictions:    9722/  10000 (97.22%), best:    9754/10000 (97.54%), error:       871.36859, best error:       805.88184 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 82.6626129150s, input_fired_time: 0.8055787086, output_fired_time: 1.5003314018, propagate_forward_time: 34.4266128540, propagate_backward_time: 44.3074073792, weight_update_time: 0.0832552239, other_time: 1.6226844788
epoch time: 7.3195915222s, input_fired_time: 0.0881726518, output_fired_time: 0.0000000000, propagate_forward_time: 6.9436674118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877516747
validation[          , genome  7080] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       790.15649, best error:       790.15649 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.8920059204s, input_fired_time: 0.8160263896, output_fired_time: 0.5024864674, propagate_forward_time: 31.5387325287, propagate_backward_time: 46.4001693726, weight_update_time: 0.0836838856, other_time: 2.6345901489
epoch time: 7.3224654198s, input_fired_time: 0.0889886990, output_fired_time: 0.0000000000, propagate_forward_time: 6.9461321831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873444557
validation[          , genome  7080] predictions:    9744/  10000 (97.44%), best:    9763/10000 (97.63%), error:       892.98035, best error:       790.15649 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 82.8616333008s, input_fired_time: 0.8111509085, output_fired_time: 0.5024296641, propagate_forward_time: 34.5299263000, propagate_backward_time: 45.3873367310, weight_update_time: 0.0835838839, other_time: 1.6307945251
epoch time: 7.3241443634s, input_fired_time: 0.0873155743, output_fired_time: 0.0000000000, propagate_forward_time: 6.9510002136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858285904
validation[          , genome  7080] predictions:    9706/  10000 (97.06%), best:    9763/10000 (97.63%), error:       908.40466, best error:       790.15649 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 82.6715469360s, input_fired_time: 0.8059285283, output_fired_time: 0.5002823472, propagate_forward_time: 33.4488945007, propagate_backward_time: 46.3020286560, weight_update_time: 0.0831452236, other_time: 1.6144104004
epoch time: 7.2141046524s, input_fired_time: 0.0861791223, output_fired_time: 0.0000000000, propagate_forward_time: 6.8466706276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812547684
validation[          , genome  7080] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       767.11035, best error:       767.11035 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.7948837280s, input_fired_time: 0.8078840375, output_fired_time: 0.5027350783, propagate_forward_time: 35.4818038940, propagate_backward_time: 43.3718338013, weight_update_time: 0.0840551853, other_time: 1.6306304932
epoch time: 7.3118066788s, input_fired_time: 0.0868639201, output_fired_time: 0.0000000000, propagate_forward_time: 6.9379887581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869539261
validation[          , genome  7080] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       826.55206, best error:       767.11035 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 81.8310775757s, input_fired_time: 0.8082183003, output_fired_time: 0.5029056072, propagate_forward_time: 33.4904785156, propagate_backward_time: 45.3952674866, weight_update_time: 0.0844010636, other_time: 1.6342048645
epoch time: 7.3169898987s, input_fired_time: 0.0874200016, output_fired_time: 0.0000000000, propagate_forward_time: 6.9397568703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898130417
validation[          , genome  7080] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       916.77936, best error:       767.11035 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 81.4750595093s, input_fired_time: 0.8060454130, output_fired_time: 0.5000327229, propagate_forward_time: 34.3814849854, propagate_backward_time: 44.1672859192, weight_update_time: 0.0838910192, other_time: 1.6202125549
epoch time: 7.2110896111s, input_fired_time: 0.0859848261, output_fired_time: 0.0000000000, propagate_forward_time: 6.8430290222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820758820
validation[          , genome  7080] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       780.67596, best error:       767.11035 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 81.8228683472s, input_fired_time: 0.8035230041, output_fired_time: 0.4993616045, propagate_forward_time: 29.4791107178, propagate_backward_time: 49.4278602600, weight_update_time: 0.0836609527, other_time: 1.6130180359
epoch time: 6.1686968803s, input_fired_time: 0.0846653879, output_fired_time: 0.0000000000, propagate_forward_time: 5.8041338921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798976898
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       851.62622, best error:       767.11035 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 82.7237167358s, input_fired_time: 0.8077178597, output_fired_time: 0.4997289777, propagate_forward_time: 32.4759597778, propagate_backward_time: 47.3208007812, weight_update_time: 0.0833992437, other_time: 1.6195144653
epoch time: 6.1611299515s, input_fired_time: 0.0832125321, output_fired_time: 0.0000000000, propagate_forward_time: 5.8026108742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753067017
validation[          , genome  7080] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       932.59619, best error:       767.11035 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 82.8628540039s, input_fired_time: 0.8038195968, output_fired_time: 0.5003433824, propagate_forward_time: 34.5157966614, propagate_backward_time: 45.4250488281, weight_update_time: 0.0826452747, other_time: 1.6178474426
epoch time: 6.1600756645s, input_fired_time: 0.0817569494, output_fired_time: 0.0000000000, propagate_forward_time: 5.8054070473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729115486
validation[          , genome  7080] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       930.52386, best error:       767.11035 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.6655654907s, input_fired_time: 0.7971255183, output_fired_time: 0.4965967536, propagate_forward_time: 34.5050354004, propagate_backward_time: 44.2718086243, weight_update_time: 0.0814329982, other_time: 1.5949974060
epoch time: 7.2176756859s, input_fired_time: 0.0856597051, output_fired_time: 0.0000000000, propagate_forward_time: 6.8499960899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820200920
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       861.99402, best error:       767.11035 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 82.0148849487s, input_fired_time: 0.8120450377, output_fired_time: 0.5029449463, propagate_forward_time: 32.5835838318, propagate_backward_time: 44.4861068726, weight_update_time: 0.0835066363, other_time: 3.6302070618
epoch time: 7.3220467567s, input_fired_time: 0.0896259621, output_fired_time: 0.0000000000, propagate_forward_time: 6.9443249702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880959511
validation[          , genome  7080] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       799.77484, best error:       767.11035 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 81.6505126953s, input_fired_time: 0.8066712618, output_fired_time: 0.4993222654, propagate_forward_time: 30.4584941864, propagate_backward_time: 46.2714729309, weight_update_time: 0.0835858732, other_time: 3.6145515442
epoch time: 7.2038302422s, input_fired_time: 0.0864917710, output_fired_time: 0.0000000000, propagate_forward_time: 6.8380789757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2792596817
validation[          , genome  7080] predictions:    9734/  10000 (97.34%), best:    9767/10000 (97.67%), error:       847.08594, best error:       767.11035 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 82.7780838013s, input_fired_time: 0.8104708195, output_fired_time: 0.5000099540, propagate_forward_time: 30.4703903198, propagate_backward_time: 49.3727874756, weight_update_time: 0.0834741145, other_time: 1.6244277954
epoch time: 7.3125491142s, input_fired_time: 0.0882870182, output_fired_time: 0.0000000000, propagate_forward_time: 6.9391098022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851524353
validation[          , genome  7080] predictions:    9715/  10000 (97.15%), best:    9767/10000 (97.67%), error:       921.75964, best error:       767.11035 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 81.6685104370s, input_fired_time: 0.8101122975, output_fired_time: 0.5004344583, propagate_forward_time: 34.4308052063, propagate_backward_time: 44.3118057251, weight_update_time: 0.0832114294, other_time: 1.6153526306
epoch time: 6.1604647636s, input_fired_time: 0.0840332657, output_fired_time: 0.0000000000, propagate_forward_time: 5.8019113541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745199203
validation[          , genome  7080] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       752.30823, best error:       752.30823 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 83.0180206299s, input_fired_time: 0.8150697947, output_fired_time: 0.5010869503, propagate_forward_time: 30.5767307281, propagate_backward_time: 49.4930839539, weight_update_time: 0.0838484839, other_time: 1.6320533752
epoch time: 6.1717367172s, input_fired_time: 0.0872767419, output_fired_time: 0.0000000000, propagate_forward_time: 5.8069562912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2775034904
validation[          , genome  7080] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       940.47931, best error:       752.30823 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 82.9535064697s, input_fired_time: 0.8137452006, output_fired_time: 0.5020241141, propagate_forward_time: 33.5767631531, propagate_backward_time: 46.4409561157, weight_update_time: 0.0834035128, other_time: 1.6200218201
epoch time: 6.2135834694s, input_fired_time: 0.0846451372, output_fired_time: 0.0000000000, propagate_forward_time: 5.8484296799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805085182
validation[          , genome  7080] predictions:    9687/  10000 (96.87%), best:    9769/10000 (97.69%), error:      1047.08655, best error:       752.30823 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.4766082764s, input_fired_time: 0.8108665347, output_fired_time: 0.4995337725, propagate_forward_time: 32.3727188110, propagate_backward_time: 46.1711769104, weight_update_time: 0.0831538215, other_time: 1.6223106384
epoch time: 7.2889485359s, input_fired_time: 0.0890156031, output_fired_time: 0.0000000000, propagate_forward_time: 6.9155807495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2843523026
validation[          , genome  7080] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       888.31000, best error:       752.30823 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 81.8386154175s, input_fired_time: 1.8121939898, output_fired_time: 0.5009793639, propagate_forward_time: 32.5242462158, propagate_backward_time: 45.3772125244, weight_update_time: 0.0830369741, other_time: 1.6239852905
epoch time: 7.3156557083s, input_fired_time: 0.0869916901, output_fired_time: 0.0000000000, propagate_forward_time: 6.9429240227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857398987
validation[          , genome  7080] predictions:    9716/  10000 (97.16%), best:    9769/10000 (97.69%), error:       948.00250, best error:       752.30823 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.6004562378s, input_fired_time: 0.8081322908, output_fired_time: 0.4997734427, propagate_forward_time: 33.3952980042, propagate_backward_time: 45.2775688171, weight_update_time: 0.0829842985, other_time: 1.6196823120
epoch time: 7.3138637543s, input_fired_time: 0.0868602470, output_fired_time: 0.0000000000, propagate_forward_time: 6.9434833527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2835202217
validation[          , genome  7080] predictions:    9756/  10000 (97.56%), best:    9769/10000 (97.69%), error:       806.79462, best error:       752.30823 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 81.7410583496s, input_fired_time: 0.8083246350, output_fired_time: 1.4993009567, propagate_forward_time: 31.4344863892, propagate_backward_time: 46.3798484802, weight_update_time: 0.0830345377, other_time: 1.6190986633
epoch time: 7.3078122139s, input_fired_time: 0.0873690695, output_fired_time: 0.0000000000, propagate_forward_time: 6.9380660057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823772430
validation[          , genome  7080] predictions:    9728/  10000 (97.28%), best:    9769/10000 (97.69%), error:       840.05255, best error:       752.30823 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 81.7206344604s, input_fired_time: 0.8060465455, output_fired_time: 0.4985718727, propagate_forward_time: 33.4585609436, propagate_backward_time: 45.3421592712, weight_update_time: 0.0828286782, other_time: 1.6152954102
epoch time: 7.3103022575s, input_fired_time: 0.0877916515, output_fired_time: 0.0000000000, propagate_forward_time: 6.9374799728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850308418
validation[          , genome  7080] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       831.45636, best error:       752.30823 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.8067245483s, input_fired_time: 0.8121335506, output_fired_time: 0.5003710985, propagate_forward_time: 32.5166358948, propagate_backward_time: 46.3534126282, weight_update_time: 0.0831761286, other_time: 1.6241683960
epoch time: 7.2167081833s, input_fired_time: 0.0872688144, output_fired_time: 0.0000000000, propagate_forward_time: 6.8481602669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812790871
validation[          , genome  7080] predictions:    9714/  10000 (97.14%), best:    9769/10000 (97.69%), error:       905.10718, best error:       752.30823 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 82.6870040894s, input_fired_time: 0.8076916337, output_fired_time: 0.4993137121, propagate_forward_time: 35.4353218079, propagate_backward_time: 44.3320388794, weight_update_time: 0.0826350674, other_time: 1.6126365662
epoch time: 7.3042254448s, input_fired_time: 0.0873174369, output_fired_time: 0.0000000000, propagate_forward_time: 5.9351949692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2817130089
validation[          , genome  7080] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       848.58545, best error:       752.30823 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 81.4052886963s, input_fired_time: 0.7977046371, output_fired_time: 0.4943284988, propagate_forward_time: 35.3808403015, propagate_backward_time: 43.1528244019, weight_update_time: 0.0814035311, other_time: 1.5795860291
epoch time: 7.2847275734s, input_fired_time: 0.0826436207, output_fired_time: 0.0000000000, propagate_forward_time: 6.9318022728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702817917
validation[          , genome  7080] predictions:    9571/  10000 (95.71%), best:    9769/10000 (97.69%), error:      1356.38379, best error:       752.30823 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 81.8032913208s, input_fired_time: 0.7967321277, output_fired_time: 0.4957355857, propagate_forward_time: 32.5319519043, propagate_backward_time: 46.4006309509, weight_update_time: 0.0812117606, other_time: 1.5782432556
epoch time: 6.1737060547s, input_fired_time: 0.0868152380, output_fired_time: 0.0000000000, propagate_forward_time: 5.8067469597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801437378
validation[          , genome  7080] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       872.49463, best error:       752.30823 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 82.9501037598s, input_fired_time: 0.8131396174, output_fired_time: 0.5020700097, propagate_forward_time: 36.5656776428, propagate_backward_time: 43.4548759460, weight_update_time: 0.0830741674, other_time: 1.6143417358
epoch time: 6.1706037521s, input_fired_time: 0.0868489370, output_fired_time: 0.0000000000, propagate_forward_time: 5.8043694496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793855667
validation[          , genome  7080] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       877.29199, best error:       752.30823 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 82.4144515991s, input_fired_time: 0.7947550416, output_fired_time: 0.4936042130, propagate_forward_time: 33.3519821167, propagate_backward_time: 46.1930313110, weight_update_time: 0.0821172893, other_time: 1.5810775757
epoch time: 6.1508927345s, input_fired_time: 0.0829268321, output_fired_time: 0.0000000000, propagate_forward_time: 5.8001580238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678079605
validation[          , genome  7080] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       773.62622, best error:       752.30823 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.7311248779s, input_fired_time: 1.8132177591, output_fired_time: 0.4994544089, propagate_forward_time: 31.4889373779, propagate_backward_time: 46.3075790405, weight_update_time: 0.0838361084, other_time: 1.6219406128
epoch time: 7.3102507591s, input_fired_time: 0.0886644647, output_fired_time: 0.0000000000, propagate_forward_time: 6.9358143806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857718468
validation[          , genome  7080] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       872.18726, best error:       752.30823 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 81.7991867065s, input_fired_time: 0.8227363825, output_fired_time: 0.5016120076, propagate_forward_time: 32.4794921875, propagate_backward_time: 46.3786697388, weight_update_time: 0.0835096911, other_time: 1.6166763306
epoch time: 7.3136577606s, input_fired_time: 0.0894034430, output_fired_time: 0.0000000000, propagate_forward_time: 6.9411230087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831311226
validation[          , genome  7080] predictions:    9767/  10000 (97.67%), best:    9769/10000 (97.69%), error:       795.44983, best error:       752.30823 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.7754135132s, input_fired_time: 0.8196244836, output_fired_time: 0.5016430616, propagate_forward_time: 33.4917335510, propagate_backward_time: 45.3488540649, weight_update_time: 0.0834253728, other_time: 1.6135597229
epoch time: 7.3096795082s, input_fired_time: 0.0896534026, output_fired_time: 0.0000000000, propagate_forward_time: 6.9351158142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849102020
validation[          , genome  7080] predictions:    9710/  10000 (97.10%), best:    9769/10000 (97.69%), error:       997.59827, best error:       752.30823 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 81.5275878906s, input_fired_time: 0.8170533776, output_fired_time: 0.4989166260, propagate_forward_time: 31.4017829895, propagate_backward_time: 47.1905403137, weight_update_time: 0.0833079144, other_time: 1.6192932129
epoch time: 7.3169994354s, input_fired_time: 0.0893049762, output_fired_time: 0.0000000000, propagate_forward_time: 6.9392833710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2884111404
validation[          , genome  7080] predictions:    9734/  10000 (97.34%), best:    9769/10000 (97.69%), error:       853.07983, best error:       752.30823 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 81.8132858276s, input_fired_time: 0.8214187622, output_fired_time: 0.5011574626, propagate_forward_time: 32.4961090088, propagate_backward_time: 46.3613395691, weight_update_time: 0.0838745758, other_time: 1.6332588196
epoch time: 7.3138575554s, input_fired_time: 0.0896655470, output_fired_time: 0.0000000000, propagate_forward_time: 6.9352951050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888970375
validation[          , genome  7080] predictions:    9746/  10000 (97.46%), best:    9769/10000 (97.69%), error:       861.12799, best error:       752.30823 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.7643814087s, input_fired_time: 0.8155922890, output_fired_time: 0.4993715584, propagate_forward_time: 31.4866828918, propagate_backward_time: 47.3379173279, weight_update_time: 0.0837441087, other_time: 1.6248168945
epoch time: 7.3156614304s, input_fired_time: 0.0898536667, output_fired_time: 0.0000000000, propagate_forward_time: 6.9400486946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857589722
validation[          , genome  7080] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       802.56805, best error:       752.30823 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.7792968750s, input_fired_time: 0.8164412379, output_fired_time: 1.4991451502, propagate_forward_time: 31.4594421387, propagate_backward_time: 45.3803825378, weight_update_time: 0.0836122259, other_time: 2.6238822937
epoch time: 7.2115840912s, input_fired_time: 0.0881126896, output_fired_time: 0.0000000000, propagate_forward_time: 5.8409795761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2824916840
validation[          , genome  7080] predictions:    9689/  10000 (96.89%), best:    9769/10000 (97.69%), error:      1030.52173, best error:       752.30823 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.7447509766s, input_fired_time: 0.8187524676, output_fired_time: 0.5000916719, propagate_forward_time: 33.4701538086, propagate_backward_time: 45.3293190002, weight_update_time: 0.0836143866, other_time: 1.6264305115
epoch time: 6.1768784523s, input_fired_time: 0.0888428465, output_fired_time: 0.0000000000, propagate_forward_time: 5.8072357178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807998657
validation[          , genome  7080] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       837.43140, best error:       752.30823 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 82.9204483032s, input_fired_time: 0.8202311993, output_fired_time: 0.5009264946, propagate_forward_time: 32.5329666138, propagate_backward_time: 46.4359245300, weight_update_time: 0.0836137235, other_time: 2.6304054260
epoch time: 6.1767334938s, input_fired_time: 0.0881531388, output_fired_time: 0.0000000000, propagate_forward_time: 5.8066434860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819366455
validation[          , genome  7080] predictions:    9768/  10000 (97.68%), best:    9769/10000 (97.69%), error:       816.16412, best error:       752.30823 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 82.9636535645s, input_fired_time: 0.8199280500, output_fired_time: 0.5010033846, propagate_forward_time: 33.5871009827, propagate_backward_time: 46.4294128418, weight_update_time: 0.0831186250, other_time: 1.6262016296
epoch time: 6.1839542389s, input_fired_time: 0.0885630548, output_fired_time: 0.0000000000, propagate_forward_time: 5.8120613098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833299637
validation[          , genome  7080] predictions:    9746/  10000 (97.46%), best:    9769/10000 (97.69%), error:       829.89508, best error:       752.30823 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 81.5358963013s, input_fired_time: 0.8140379190, output_fired_time: 0.4981596172, propagate_forward_time: 33.3973808289, propagate_backward_time: 45.2097625732, weight_update_time: 0.0828595832, other_time: 1.6165504456
epoch time: 7.3154878616s, input_fired_time: 0.0879315287, output_fired_time: 0.0000000000, propagate_forward_time: 6.9450912476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2824649811
validation[          , genome  7080] predictions:    9735/  10000 (97.35%), best:    9769/10000 (97.69%), error:       873.63171, best error:       752.30823 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.7410736084s, input_fired_time: 0.8002929091, output_fired_time: 0.4956205189, propagate_forward_time: 35.5032615662, propagate_backward_time: 43.3707237244, weight_update_time: 0.0804050341, other_time: 1.5711746216
epoch time: 7.2856254578s, input_fired_time: 0.0838863775, output_fired_time: 0.0000000000, propagate_forward_time: 6.9344463348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672929764
validation[          , genome  7080] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       958.28162, best error:       752.30823 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.6654357910s, input_fired_time: 0.8121542335, output_fired_time: 0.4969772398, propagate_forward_time: 31.4658527374, propagate_backward_time: 46.2896881104, weight_update_time: 0.0820035487, other_time: 2.6007614136
epoch time: 7.3118572235s, input_fired_time: 0.0899270549, output_fired_time: 0.0000000000, propagate_forward_time: 6.9342484474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876815796
validation[          , genome  7080] predictions:    9706/  10000 (97.06%), best:    9769/10000 (97.69%), error:       954.48907, best error:       752.30823 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.8306732178s, input_fired_time: 0.8175708652, output_fired_time: 0.5002081394, propagate_forward_time: 31.4695682526, propagate_backward_time: 47.4221076965, weight_update_time: 0.0836600065, other_time: 1.6212196350
epoch time: 7.2131400108s, input_fired_time: 0.0870299563, output_fired_time: 0.0000000000, propagate_forward_time: 6.8458814621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2802286148
validation[          , genome  7080] predictions:    9706/  10000 (97.06%), best:    9769/10000 (97.69%), error:       941.88495, best error:       752.30823 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.9734802246s, input_fired_time: 0.8227697611, output_fired_time: 0.5007651448, propagate_forward_time: 32.6291427612, propagate_backward_time: 45.3860435486, weight_update_time: 0.0836563110, other_time: 2.6347618103
epoch time: 7.2205328941s, input_fired_time: 0.0889297947, output_fired_time: 0.0000000000, propagate_forward_time: 6.8486347198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829685211
validation[          , genome  7080] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       842.51270, best error:       752.30823 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.5126495361s, input_fired_time: 0.8179895878, output_fired_time: 0.4976992607, propagate_forward_time: 31.3824329376, propagate_backward_time: 47.1987686157, weight_update_time: 0.0832321718, other_time: 1.6157608032
epoch time: 7.3171739578s, input_fired_time: 0.0909095481, output_fired_time: 0.0000000000, propagate_forward_time: 6.9410948753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851696014
validation[          , genome  7080] predictions:    9765/  10000 (97.65%), best:    9769/10000 (97.69%), error:       789.37207, best error:       752.30823 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 82.0013046265s, input_fired_time: 0.8243150115, output_fired_time: 0.5008511543, propagate_forward_time: 30.5886402130, propagate_backward_time: 47.4640426636, weight_update_time: 0.0832563266, other_time: 2.6234512329
epoch time: 7.2180032730s, input_fired_time: 0.0887034684, output_fired_time: 0.0000000000, propagate_forward_time: 6.8486471176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806525230
validation[          , genome  7080] predictions:    9771/  10000 (97.71%), best:    9769/10000 (97.69%), error:       830.95850, best error:       752.30823 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 81.6135330200s, input_fired_time: 0.8168113828, output_fired_time: 1.4980442524, propagate_forward_time: 31.4523944855, propagate_backward_time: 46.2332954407, weight_update_time: 0.0826717243, other_time: 1.6129875183
epoch time: 6.1778569221s, input_fired_time: 0.0885862783, output_fired_time: 0.0000000000, propagate_forward_time: 5.8078837395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2813868523
validation[          , genome  7080] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       840.30090, best error:       752.30823 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 82.6658935547s, input_fired_time: 0.8278738856, output_fired_time: 0.5006014109, propagate_forward_time: 33.4210853577, propagate_backward_time: 46.2983589172, weight_update_time: 0.0830007493, other_time: 1.6179733276
epoch time: 6.1777381897s, input_fired_time: 0.0900691152, output_fired_time: 0.0000000000, propagate_forward_time: 5.8081555367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795133591
validation[          , genome  7080] predictions:    9763/  10000 (97.63%), best:    9769/10000 (97.69%), error:       769.97083, best error:       752.30823 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 82.9152221680s, input_fired_time: 0.8235281706, output_fired_time: 0.4999357760, propagate_forward_time: 31.5354785919, propagate_backward_time: 48.4477043152, weight_update_time: 0.0829306319, other_time: 1.6085777283
epoch time: 6.2080688477s, input_fired_time: 0.0890428871, output_fired_time: 0.0000000000, propagate_forward_time: 5.8381185532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809076309
validation[          , genome  7080] predictions:    9747/  10000 (97.47%), best:    9769/10000 (97.69%), error:       839.64990, best error:       752.30823 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 81.7690963745s, input_fired_time: 0.8210806847, output_fired_time: 0.5003311038, propagate_forward_time: 34.5124969482, propagate_backward_time: 44.3253326416, weight_update_time: 0.0829370171, other_time: 1.6098556519
epoch time: 7.3090615273s, input_fired_time: 0.0905928835, output_fired_time: 0.0000000000, propagate_forward_time: 6.9355220795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2829465866
validation[          , genome  7080] predictions:    9771/  10000 (97.71%), best:    9769/10000 (97.69%), error:       809.35663, best error:       752.30823 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 81.8280563354s, input_fired_time: 0.8182357550, output_fired_time: 1.4981511831, propagate_forward_time: 31.5280895233, propagate_backward_time: 45.3769111633, weight_update_time: 1.0829132795, other_time: 2.6066627502
epoch time: 7.2831621170s, input_fired_time: 0.0897923857, output_fired_time: 0.0000000000, propagate_forward_time: 6.9118494987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2815203667
validation[          , genome  7080] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       793.56818, best error:       752.30823 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.6861419678s, input_fired_time: 0.8225963116, output_fired_time: 0.4994420111, propagate_forward_time: 33.4586524963, propagate_backward_time: 45.2989387512, weight_update_time: 0.0829538479, other_time: 1.6065139771
epoch time: 7.3029518127s, input_fired_time: 0.0899673551, output_fired_time: 0.0000000000, propagate_forward_time: 6.9299235344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2830610275
validation[          , genome  7080] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       792.74689, best error:       752.30823 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 81.8233642578s, input_fired_time: 0.8233837485, output_fired_time: 0.5002344251, propagate_forward_time: 33.5104789734, propagate_backward_time: 45.3844337463, weight_update_time: 0.0828066617, other_time: 1.6048278809
epoch time: 7.3181476593s, input_fired_time: 0.0913469642, output_fired_time: 0.0000000000, propagate_forward_time: 6.9422593117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2845416069
validation[          , genome  7080] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       816.26788, best error:       752.30823 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 82.7154998779s, input_fired_time: 0.8265191913, output_fired_time: 0.5000226498, propagate_forward_time: 36.4722557068, propagate_backward_time: 43.3035583496, weight_update_time: 0.0828629583, other_time: 1.6131401062
epoch time: 7.3160119057s, input_fired_time: 0.0901878625, output_fired_time: 0.0000000000, propagate_forward_time: 6.9406189919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2852048874
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       935.31964, best error:       752.30823 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 81.7566452026s, input_fired_time: 0.8195019364, output_fired_time: 0.4975574017, propagate_forward_time: 33.4612007141, propagate_backward_time: 45.3824653625, weight_update_time: 0.0824828595, other_time: 1.5959167480
epoch time: 7.1918015480s, input_fired_time: 0.0848922431, output_fired_time: 0.0000000000, propagate_forward_time: 6.8406929970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662162781
validation[          , genome  7080] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       865.86896, best error:       752.30823 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.3673095703s, input_fired_time: 0.7954151034, output_fired_time: 0.4905459881, propagate_forward_time: 33.3574485779, propagate_backward_time: 45.1928291321, weight_update_time: 0.0796464980, other_time: 1.5310668945
epoch time: 7.2861680984s, input_fired_time: 0.0857019797, output_fired_time: 0.0000000000, propagate_forward_time: 6.9329667091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674994469
validation[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       811.72803, best error:       752.30823 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 81.5541152954s, input_fired_time: 0.8184927106, output_fired_time: 0.4966733158, propagate_forward_time: 31.3887462616, propagate_backward_time: 47.2635993958, weight_update_time: 0.0821465924, other_time: 1.5866050720
epoch time: 6.1726517677s, input_fired_time: 0.0895180553, output_fired_time: 0.0000000000, propagate_forward_time: 5.8046016693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2785320282
validation[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       801.65546, best error:       752.30823 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 82.8569183350s, input_fired_time: 0.8261867762, output_fired_time: 0.5013694167, propagate_forward_time: 33.5094184875, propagate_backward_time: 46.3964271545, weight_update_time: 0.0834698081, other_time: 1.6235198975
epoch time: 6.1730256081s, input_fired_time: 0.0885785893, output_fired_time: 0.0000000000, propagate_forward_time: 5.8043937683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800531387
validation[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       787.91376, best error:       752.30823 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 82.8537063599s, input_fired_time: 0.8301648498, output_fired_time: 0.5020238757, propagate_forward_time: 34.4708328247, propagate_backward_time: 45.4227218628, weight_update_time: 0.0840683952, other_time: 1.6279678345
epoch time: 6.1783037186s, input_fired_time: 0.0900602341, output_fired_time: 0.0000000000, propagate_forward_time: 5.8075900078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806534767
validation[          , genome  7080] predictions:    9739/  10000 (97.39%), best:    9769/10000 (97.69%), error:       858.00458, best error:       752.30823 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.7992477417s, input_fired_time: 0.8264788985, output_fired_time: 0.4992127120, propagate_forward_time: 32.4826545715, propagate_backward_time: 46.3713493347, weight_update_time: 0.0829721391, other_time: 1.6195526123
epoch time: 7.3069443703s, input_fired_time: 0.0916440263, output_fired_time: 0.0000000000, propagate_forward_time: 6.9291033745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861971855
validation[          , genome  7080] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       867.56903, best error:       752.30823 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 81.7230758667s, input_fired_time: 0.8224728703, output_fired_time: 0.4990970492, propagate_forward_time: 30.4680213928, propagate_backward_time: 48.3032073975, weight_update_time: 0.0838904306, other_time: 1.6302757263
epoch time: 7.3152346611s, input_fired_time: 0.0908901989, output_fired_time: 0.0000000000, propagate_forward_time: 6.9392294884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851147652
validation[          , genome  7080] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       781.89606, best error:       752.30823 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.7372894287s, input_fired_time: 0.8251456022, output_fired_time: 0.5001465678, propagate_forward_time: 33.4462966919, propagate_backward_time: 45.3414916992, weight_update_time: 0.0835029483, other_time: 1.6242141724
epoch time: 7.3096203804s, input_fired_time: 0.0906070471, output_fired_time: 0.0000000000, propagate_forward_time: 6.9343519211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2846612930
validation[          , genome  7080] predictions:    9753/  10000 (97.53%), best:    9769/10000 (97.69%), error:       783.83478, best error:       752.30823 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 81.7244796753s, input_fired_time: 0.8255975842, output_fired_time: 0.4999093413, propagate_forward_time: 31.4524402618, propagate_backward_time: 47.3254432678, weight_update_time: 0.0837428644, other_time: 1.6210899353
epoch time: 7.3022294044s, input_fired_time: 0.0904834196, output_fired_time: 0.0000000000, propagate_forward_time: 6.9288744926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2828717232
validation[          , genome  7080] predictions:    9759/  10000 (97.59%), best:    9769/10000 (97.69%), error:       812.36731, best error:       752.30823 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.8288879395s, input_fired_time: 0.8283178210, output_fired_time: 0.5003208518, propagate_forward_time: 31.5123863220, propagate_backward_time: 47.3727645874, weight_update_time: 0.0834710300, other_time: 1.6151008606
epoch time: 7.3119149208s, input_fired_time: 0.0918334275, output_fired_time: 0.0000000000, propagate_forward_time: 5.9356660843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2844152451
validation[          , genome  7080] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       852.94019, best error:       752.30823 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.7325363159s, input_fired_time: 0.8277859688, output_fired_time: 0.5000331402, propagate_forward_time: 31.5026531219, propagate_backward_time: 47.2771987915, weight_update_time: 0.0836866051, other_time: 1.6248626709
epoch time: 7.1960244179s, input_fired_time: 0.0906945243, output_fired_time: 0.0000000000, propagate_forward_time: 6.8243079185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810220718
validation[          , genome  7080] predictions:    9752/  10000 (97.52%), best:    9769/10000 (97.69%), error:       825.29260, best error:       752.30823 on epoch:    51, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 34.4885711670s, input_fired_time: 0.4411888719, output_fired_time: 0.0000000000, propagate_forward_time: 32.5818634033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4655189514
best training[          , genome  7080] predictions:   49481/  50000 (98.96%), best:    9769/10000 (97.69%), error:      1845.16919, best error:       752.30823 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 7.2127294540s, input_fired_time: 0.0853716135, output_fired_time: 0.0000000000, propagate_forward_time: 6.8433408737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2840170860
   testing[          , genome  7080] predictions:    9766/  10000 (97.66%), best:    9769/10000 (97.69%), error:       767.46753, best error:       752.30823 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:31:23 (44126): called boinc_finish(0)

</stderr_txt>
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