Nameexact_genome_1512568488_41_7067_1
Workunit2606619
Created7 Dec 2017, 23:40:35 UTC
Sent7 Dec 2017, 23:45:51 UTC
Report deadline21 Dec 2017, 22:27:08 UTC
Received8 Dec 2017, 8:02:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID58592
Run time6 hours 30 min 45 sec
CPU time6 hours 23 min 21 sec
Validate stateValid
Credit3,486.34
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.53 MB
Peak swap size160.56 MB
Peak disk usage2.15 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
61.69519 on epoch:     4, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 210.9380187988s, input_fired_time: 2.3957407475, output_fired_time: 2.6966462135, propagate_forward_time: 78.9457931519, propagate_backward_time: 123.7741699219, weight_update_time: 0.1820173115, other_time: 3.1256790161
epoch time: 16.3320865631s, input_fired_time: 0.2900724113, output_fired_time: 0.0000000000, propagate_forward_time: 15.4774913788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5645236969
validation[          , genome  7067] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       840.04785, best error:       840.04785 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 208.6297302246s, input_fired_time: 2.3733561039, output_fired_time: 2.6918199062, propagate_forward_time: 78.1377563477, propagate_backward_time: 122.2671661377, weight_update_time: 0.1818465590, other_time: 3.1596374512
epoch time: 15.5754776001s, input_fired_time: 0.2742166817, output_fired_time: 0.0000000000, propagate_forward_time: 14.7360725403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5651884079
validation[          , genome  7067] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       913.16156, best error:       840.04785 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 214.8641815186s, input_fired_time: 2.4534561634, output_fired_time: 2.7846527100, propagate_forward_time: 80.4643478394, propagate_backward_time: 126.0102767944, weight_update_time: 0.1822822243, other_time: 3.1514358521
epoch time: 16.8296585083s, input_fired_time: 0.2907958925, output_fired_time: 0.0000000000, propagate_forward_time: 15.9726495743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662126541
validation[          , genome  7067] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       863.52039, best error:       840.04785 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 210.7574462891s, input_fired_time: 2.3704237938, output_fired_time: 2.7051906586, propagate_forward_time: 78.9866409302, propagate_backward_time: 123.5625610352, weight_update_time: 0.1827801019, other_time: 3.1326370239
epoch time: 16.5810718536s, input_fired_time: 0.2902040184, output_fired_time: 0.0000000000, propagate_forward_time: 15.7212314606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696372986
validation[          , genome  7067] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       850.01379, best error:       840.04785 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 210.6098480225s, input_fired_time: 2.3865742683, output_fired_time: 2.7296800613, propagate_forward_time: 78.7949600220, propagate_backward_time: 123.5596237183, weight_update_time: 0.1993542165, other_time: 3.1390075684
epoch time: 16.6772727966s, input_fired_time: 0.2854485214, output_fired_time: 0.0000000000, propagate_forward_time: 15.8214616776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5703630447
validation[          , genome  7067] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       879.70520, best error:       840.04785 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 211.0930023193s, input_fired_time: 2.4155998230, output_fired_time: 2.7227907181, propagate_forward_time: 78.9423675537, propagate_backward_time: 123.8741836548, weight_update_time: 0.1824319512, other_time: 3.1380538940
epoch time: 16.4063091278s, input_fired_time: 0.2825772762, output_fired_time: 0.0000000000, propagate_forward_time: 15.5540561676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696754456
validation[          , genome  7067] predictions:    9722/  10000 (97.22%), best:    9762/10000 (97.62%), error:       946.03937, best error:       840.04785 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 210.8370056152s, input_fired_time: 2.3768901825, output_fired_time: 2.7290005684, propagate_forward_time: 79.0567169189, propagate_backward_time: 123.5484161377, weight_update_time: 0.1818035990, other_time: 3.1259765625
epoch time: 17.0307674408s, input_fired_time: 0.2912875414, output_fired_time: 0.0000000000, propagate_forward_time: 16.1710109711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5684680939
validation[          , genome  7067] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       834.55981, best error:       834.55981 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 211.0131530762s, input_fired_time: 2.3817672729, output_fired_time: 2.7217590809, propagate_forward_time: 79.2147293091, propagate_backward_time: 123.5593185425, weight_update_time: 0.1810918301, other_time: 3.1355743408
epoch time: 17.1453971863s, input_fired_time: 0.2929187715, output_fired_time: 0.0000000000, propagate_forward_time: 16.2820243835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704536438
validation[          , genome  7067] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       817.45789, best error:       817.45789 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 209.6314392090s, input_fired_time: 2.3676102161, output_fired_time: 2.6853535175, propagate_forward_time: 78.3381195068, propagate_backward_time: 123.1263580322, weight_update_time: 0.1817113757, other_time: 3.1139984131
epoch time: 16.3997077942s, input_fired_time: 0.2839151621, output_fired_time: 0.0000000000, propagate_forward_time: 15.5501089096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5656843185
validation[          , genome  7067] predictions:    9717/  10000 (97.17%), best:    9752/10000 (97.52%), error:       943.26434, best error:       817.45789 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 208.3230590820s, input_fired_time: 2.3530275822, output_fired_time: 2.6680171490, propagate_forward_time: 77.5822296143, propagate_backward_time: 122.5904922485, weight_update_time: 0.1831082851, other_time: 3.1292953491
epoch time: 17.0144081116s, input_fired_time: 0.2908492386, output_fired_time: 0.0000000000, propagate_forward_time: 16.1538009644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697574615
validation[          , genome  7067] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       862.46698, best error:       817.45789 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 208.6618957520s, input_fired_time: 2.3666250706, output_fired_time: 2.6822125912, propagate_forward_time: 77.7949905396, propagate_backward_time: 122.6946182251, weight_update_time: 0.1813514233, other_time: 3.1234588623
epoch time: 15.7867507935s, input_fired_time: 0.2766872942, output_fired_time: 0.0000000000, propagate_forward_time: 14.9419155121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681476593
validation[          , genome  7067] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       940.35101, best error:       817.45789 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 211.6995697021s, input_fired_time: 2.3811616898, output_fired_time: 2.7153708935, propagate_forward_time: 79.3437118530, propagate_backward_time: 124.1148910522, weight_update_time: 0.1820355952, other_time: 3.1444244385
epoch time: 15.9233074188s, input_fired_time: 0.2782056332, output_fired_time: 0.0000000000, propagate_forward_time: 15.0693130493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757884979
validation[          , genome  7067] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       934.34656, best error:       817.45789 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 211.2182617188s, input_fired_time: 2.3990204334, output_fired_time: 2.7504332066, propagate_forward_time: 79.0942764282, propagate_backward_time: 123.8269805908, weight_update_time: 0.1810765713, other_time: 3.1475601196
epoch time: 16.2072868347s, input_fired_time: 0.2817658186, output_fired_time: 0.0000000000, propagate_forward_time: 15.3611679077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5643529892
validation[          , genome  7067] predictions:    9770/  10000 (97.70%), best:    9752/10000 (97.52%), error:       823.13306, best error:       817.45789 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 210.1963195801s, input_fired_time: 2.3975503445, output_fired_time: 2.7232906818, propagate_forward_time: 78.5070419312, propagate_backward_time: 123.4392166138, weight_update_time: 0.1838976294, other_time: 3.1292114258
epoch time: 16.4510078430s, input_fired_time: 0.2857981622, output_fired_time: 0.0000000000, propagate_forward_time: 15.5876808167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5775279999
validation[          , genome  7067] predictions:    9766/  10000 (97.66%), best:    9752/10000 (97.52%), error:       840.96484, best error:       817.45789 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 217.5556182861s, input_fired_time: 2.4549803734, output_fired_time: 2.8018960953, propagate_forward_time: 81.2478027344, propagate_backward_time: 127.7790679932, weight_update_time: 0.1934771538, other_time: 3.2718658447
epoch time: 16.9888477325s, input_fired_time: 0.3151381612, output_fired_time: 0.0000000000, propagate_forward_time: 16.0948677063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788421631
validation[          , genome  7067] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       770.82092, best error:       770.82092 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 224.5338592529s, input_fired_time: 2.5206553936, output_fired_time: 2.8766121864, propagate_forward_time: 83.5456771851, propagate_backward_time: 132.0929718018, weight_update_time: 0.2327111810, other_time: 3.4979400635
epoch time: 17.1588268280s, input_fired_time: 0.2962917984, output_fired_time: 0.0000000000, propagate_forward_time: 16.2747898102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5877456665
validation[          , genome  7067] predictions:    9737/  10000 (97.37%), best:    9760/10000 (97.60%), error:       904.92230, best error:       770.82092 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 214.5735626221s, input_fired_time: 2.4618606567, output_fired_time: 2.8269851208, propagate_forward_time: 79.9815368652, propagate_backward_time: 126.1070404053, weight_update_time: 0.1825466007, other_time: 3.1961364746
epoch time: 17.4002475739s, input_fired_time: 0.2975763977, output_fired_time: 0.0000000000, propagate_forward_time: 16.5170841217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855865479
validation[          , genome  7067] predictions:    9746/  10000 (97.46%), best:    9760/10000 (97.60%), error:       847.75824, best error:       770.82092 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 220.6020507813s, input_fired_time: 2.5691187382, output_fired_time: 2.8104782104, propagate_forward_time: 82.4125595093, propagate_backward_time: 129.4839019775, weight_update_time: 0.2045661211, other_time: 3.3259735107
epoch time: 17.4662399292s, input_fired_time: 0.3055236936, output_fired_time: 0.0000000000, propagate_forward_time: 16.5402908325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204261780
validation[          , genome  7067] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       703.96503, best error:       703.96503 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 218.2962341309s, input_fired_time: 2.4685060978, output_fired_time: 2.8128507137, propagate_forward_time: 81.4763870239, propagate_backward_time: 128.2218322754, weight_update_time: 0.1925030649, other_time: 3.3166503906
epoch time: 17.3292675018s, input_fired_time: 0.3074421883, output_fired_time: 0.0000000000, propagate_forward_time: 16.4186000824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032257080
validation[          , genome  7067] predictions:    9750/  10000 (97.50%), best:    9790/10000 (97.90%), error:       840.82892, best error:       703.96503 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 221.6568298340s, input_fired_time: 2.5076773167, output_fired_time: 2.8307185173, propagate_forward_time: 82.9583816528, propagate_backward_time: 129.9771728516, weight_update_time: 0.1963618100, other_time: 3.3828735352
epoch time: 17.1886196136s, input_fired_time: 0.2948161662, output_fired_time: 0.0000000000, propagate_forward_time: 16.2872085571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6065940857
validation[          , genome  7067] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       884.97516, best error:       703.96503 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 220.1593322754s, input_fired_time: 2.5055673122, output_fired_time: 2.8451042175, propagate_forward_time: 82.2491149902, propagate_backward_time: 129.1971740723, weight_update_time: 0.1895054877, other_time: 3.3623657227
epoch time: 16.9498882294s, input_fired_time: 0.2949077785, output_fired_time: 0.0000000000, propagate_forward_time: 16.0421905518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6127891541
validation[          , genome  7067] predictions:    9766/  10000 (97.66%), best:    9790/10000 (97.90%), error:       779.44055, best error:       703.96503 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 219.8584747314s, input_fired_time: 2.4882702827, output_fired_time: 2.7918815613, propagate_forward_time: 81.9850234985, propagate_backward_time: 129.2261352539, weight_update_time: 0.1935361028, other_time: 3.3671569824
epoch time: 17.3921871185s, input_fired_time: 0.3093408048, output_fired_time: 0.0000000000, propagate_forward_time: 16.4732551575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095905304
validation[          , genome  7067] predictions:    9764/  10000 (97.64%), best:    9790/10000 (97.90%), error:       766.14276, best error:       703.96503 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 219.8498229980s, input_fired_time: 2.4939715862, output_fired_time: 2.8209214211, propagate_forward_time: 82.2051925659, propagate_backward_time: 129.0132293701, weight_update_time: 0.1937581152, other_time: 3.3165130615
epoch time: 17.0001888275s, input_fired_time: 0.2970154881, output_fired_time: 0.0000000000, propagate_forward_time: 16.0841617584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190109253
validation[          , genome  7067] predictions:    9768/  10000 (97.68%), best:    9790/10000 (97.90%), error:       778.47729, best error:       703.96503 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 218.4416656494s, input_fired_time: 2.4889841080, output_fired_time: 2.8020646572, propagate_forward_time: 81.3153305054, propagate_backward_time: 128.4464569092, weight_update_time: 0.1924093515, other_time: 3.3888397217
epoch time: 17.4059944153s, input_fired_time: 0.3028464913, output_fired_time: 0.0000000000, propagate_forward_time: 16.4830017090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6201457977
validation[          , genome  7067] predictions:    9742/  10000 (97.42%), best:    9790/10000 (97.90%), error:       857.13428, best error:       703.96503 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 219.2777557373s, input_fired_time: 2.4893047810, output_fired_time: 2.7937977314, propagate_forward_time: 81.9151000977, propagate_backward_time: 128.7442474365, weight_update_time: 0.1943985522, other_time: 3.3353118896
epoch time: 17.2450656891s, input_fired_time: 0.3048528731, output_fired_time: 0.0000000000, propagate_forward_time: 16.3234195709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167926788
validation[          , genome  7067] predictions:    9757/  10000 (97.57%), best:    9790/10000 (97.90%), error:       759.89270, best error:       703.96503 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 222.4883575439s, input_fired_time: 2.4731826782, output_fired_time: 2.8994891644, propagate_forward_time: 82.8889236450, propagate_backward_time: 130.9105987549, weight_update_time: 0.1911431551, other_time: 3.3161468506
epoch time: 17.9733715057s, input_fired_time: 0.3185845017, output_fired_time: 0.0000000000, propagate_forward_time: 17.0088424683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6459445953
validation[          , genome  7067] predictions:    9789/  10000 (97.89%), best:    9790/10000 (97.90%), error:       746.85968, best error:       703.96503 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 232.8267211914s, input_fired_time: 2.7523567677, output_fired_time: 3.1042997837, propagate_forward_time: 86.7562103271, propagate_backward_time: 136.6055603027, weight_update_time: 0.2070170045, other_time: 3.6083068848
epoch time: 17.7118244171s, input_fired_time: 0.3077348769, output_fired_time: 0.0000000000, propagate_forward_time: 16.8014354706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026535034
validation[          , genome  7067] predictions:    9758/  10000 (97.58%), best:    9790/10000 (97.90%), error:       830.64716, best error:       703.96503 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 218.3371276855s, input_fired_time: 2.4514772892, output_fired_time: 2.8118853569, propagate_forward_time: 81.8234100342, propagate_backward_time: 127.9924621582, weight_update_time: 0.1854526848, other_time: 3.2578887939
epoch time: 16.7853431702s, input_fired_time: 0.2988006771, output_fired_time: 0.0000000000, propagate_forward_time: 15.9067993164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797424316
validation[          , genome  7067] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       749.38892, best error:       703.96503 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 215.3759460449s, input_fired_time: 2.4354732037, output_fired_time: 2.7656953335, propagate_forward_time: 80.7303161621, propagate_backward_time: 126.1965789795, weight_update_time: 0.1986532807, other_time: 3.2478790283
epoch time: 17.5223484039s, input_fired_time: 0.3054861426, output_fired_time: 0.0000000000, propagate_forward_time: 16.6338462830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830154419
validation[          , genome  7067] predictions:    9791/  10000 (97.91%), best:    9790/10000 (97.90%), error:       723.45117, best error:       703.96503 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 214.2136077881s, input_fired_time: 2.4240646362, output_fired_time: 2.7427060604, propagate_forward_time: 80.1546936035, propagate_backward_time: 125.6864242554, weight_update_time: 0.1847910732, other_time: 3.2057266235
epoch time: 17.2389335632s, input_fired_time: 0.3039773107, output_fired_time: 0.0000000000, propagate_forward_time: 16.3521442413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828113556
validation[          , genome  7067] predictions:    9748/  10000 (97.48%), best:    9790/10000 (97.90%), error:       826.89386, best error:       703.96503 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 213.3715515137s, input_fired_time: 2.4042062759, output_fired_time: 2.7144694328, propagate_forward_time: 79.6889266968, propagate_backward_time: 125.3892135620, weight_update_time: 0.1862068623, other_time: 3.1747512817
epoch time: 17.0241813660s, input_fired_time: 0.2925455570, output_fired_time: 0.0000000000, propagate_forward_time: 16.1575031281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5741329193
validation[          , genome  7067] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       762.13824, best error:       703.96503 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 213.1775360107s, input_fired_time: 2.4169499874, output_fired_time: 2.7165212631, propagate_forward_time: 79.7398300171, propagate_backward_time: 125.1021499634, weight_update_time: 0.1846230477, other_time: 3.2020797729
epoch time: 16.8283519745s, input_fired_time: 0.3010416627, output_fired_time: 0.0000000000, propagate_forward_time: 15.9475669861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797424316
validation[          , genome  7067] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       740.90814, best error:       703.96503 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 213.6787414551s, input_fired_time: 2.4251990318, output_fired_time: 2.7288241386, propagate_forward_time: 79.8732070923, propagate_backward_time: 125.4535293579, weight_update_time: 0.1862998456, other_time: 3.1979904175
epoch time: 16.9701633453s, input_fired_time: 0.2965926230, output_fired_time: 0.0000000000, propagate_forward_time: 16.0813007355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922698975
validation[          , genome  7067] predictions:    9789/  10000 (97.89%), best:    9790/10000 (97.90%), error:       721.80823, best error:       703.96503 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 215.3425140381s, input_fired_time: 2.4412872791, output_fired_time: 2.7782988548, propagate_forward_time: 80.8162994385, propagate_backward_time: 126.0953369141, weight_update_time: 0.1858995706, other_time: 3.2112884521
epoch time: 16.9778976440s, input_fired_time: 0.2940789461, output_fired_time: 0.0000000000, propagate_forward_time: 16.1023464203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814723969
validation[          , genome  7067] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       760.28314, best error:       703.96503 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 211.9401245117s, input_fired_time: 2.4026772976, output_fired_time: 2.7234654427, propagate_forward_time: 78.8424224854, propagate_backward_time: 124.7897949219, weight_update_time: 0.1855893135, other_time: 3.1817626953
epoch time: 16.8444728851s, input_fired_time: 0.2928464711, output_fired_time: 0.0000000000, propagate_forward_time: 15.9416236877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100025177
validation[          , genome  7067] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       686.24902, best error:       686.24902 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 216.7707061768s, input_fired_time: 2.4619324207, output_fired_time: 2.7483122349, propagate_forward_time: 81.4141845703, propagate_backward_time: 126.9208297729, weight_update_time: 0.1861069947, other_time: 3.2254562378
epoch time: 16.7629985809s, input_fired_time: 0.2938511968, output_fired_time: 0.0000000000, propagate_forward_time: 15.8930635452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760831833
validation[          , genome  7067] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       755.64734, best error:       686.24902 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 215.2534637451s, input_fired_time: 2.4689900875, output_fired_time: 2.7757394314, propagate_forward_time: 80.7443466187, propagate_backward_time: 126.0743789673, weight_update_time: 0.1880707443, other_time: 3.1899948120
epoch time: 17.6790409088s, input_fired_time: 0.3111215234, output_fired_time: 0.0000000000, propagate_forward_time: 16.7854232788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824966431
validation[          , genome  7067] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       763.74103, best error:       686.24902 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 215.3759002686s, input_fired_time: 2.4543192387, output_fired_time: 2.7887792587, propagate_forward_time: 80.7990798950, propagate_backward_time: 126.1382904053, weight_update_time: 0.1874911487, other_time: 3.1954498291
epoch time: 16.9234695435s, input_fired_time: 0.2958466411, output_fired_time: 0.0000000000, propagate_forward_time: 16.0461921692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814304352
validation[          , genome  7067] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       821.08685, best error:       686.24902 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 213.8514556885s, input_fired_time: 2.4661037922, output_fired_time: 2.7308311462, propagate_forward_time: 79.9983062744, propagate_backward_time: 125.4632644653, weight_update_time: 0.1842799336, other_time: 3.1929397583
epoch time: 16.7945041656s, input_fired_time: 0.2905715704, output_fired_time: 0.0000000000, propagate_forward_time: 15.9285612106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753717422
validation[          , genome  7067] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       698.40710, best error:       686.24902 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 213.5346679688s, input_fired_time: 2.4512987137, output_fired_time: 2.7022697926, propagate_forward_time: 79.7678222656, propagate_backward_time: 125.4039459229, weight_update_time: 0.1871312112, other_time: 3.2093353271
epoch time: 17.3047580719s, input_fired_time: 0.3020516634, output_fired_time: 0.0000000000, propagate_forward_time: 16.4167461395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859603882
validation[          , genome  7067] predictions:    9746/  10000 (97.46%), best:    9800/10000 (98.00%), error:       874.99353, best error:       686.24902 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 215.9298400879s, input_fired_time: 2.4490447044, output_fired_time: 2.7724180222, propagate_forward_time: 81.1937713623, propagate_backward_time: 126.3318328857, weight_update_time: 0.1847801805, other_time: 3.1827697754
epoch time: 16.8401565552s, input_fired_time: 0.2954350114, output_fired_time: 0.0000000000, propagate_forward_time: 15.9732580185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714635849
validation[          , genome  7067] predictions:    9783/  10000 (97.83%), best:    9800/10000 (98.00%), error:       735.32532, best error:       686.24902 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 213.7514801025s, input_fired_time: 2.4516601563, output_fired_time: 2.7251088619, propagate_forward_time: 79.8327178955, propagate_backward_time: 125.5146255493, weight_update_time: 0.1841283739, other_time: 3.2273635864
epoch time: 17.0993556976s, input_fired_time: 0.2958617508, output_fired_time: 0.0000000000, propagate_forward_time: 16.2170543671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864391327
validation[          , genome  7067] predictions:    9742/  10000 (97.42%), best:    9800/10000 (98.00%), error:       823.38770, best error:       686.24902 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 213.8524322510s, input_fired_time: 2.4239821434, output_fired_time: 2.7231791019, propagate_forward_time: 79.8891601563, propagate_backward_time: 125.6103210449, weight_update_time: 0.1848810911, other_time: 3.2057952881
epoch time: 16.8821258545s, input_fired_time: 0.2955896556, output_fired_time: 0.0000000000, propagate_forward_time: 16.0027561188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5837802887
validation[          , genome  7067] predictions:    9783/  10000 (97.83%), best:    9800/10000 (98.00%), error:       719.16693, best error:       686.24902 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 212.8203125000s, input_fired_time: 2.4261906147, output_fired_time: 2.7176547050, propagate_forward_time: 79.2372817993, propagate_backward_time: 125.2615280151, weight_update_time: 0.1848521829, other_time: 3.1776504517
epoch time: 17.0925064087s, input_fired_time: 0.2976436019, output_fired_time: 0.0000000000, propagate_forward_time: 16.2049522400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899105072
validation[          , genome  7067] predictions:    9802/  10000 (98.02%), best:    9800/10000 (98.00%), error:       700.31812, best error:       686.24902 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 212.2503356934s, input_fired_time: 2.4285755157, output_fired_time: 2.6616525650, propagate_forward_time: 78.9530410767, propagate_backward_time: 125.0015945435, weight_update_time: 0.1858220845, other_time: 3.2054672241
epoch time: 16.9352207184s, input_fired_time: 0.2997626364, output_fired_time: 0.0000000000, propagate_forward_time: 16.0571041107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783538818
validation[          , genome  7067] predictions:    9764/  10000 (97.64%), best:    9800/10000 (98.00%), error:       782.28534, best error:       686.24902 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 211.1506347656s, input_fired_time: 2.4402582645, output_fired_time: 2.6679353714, propagate_forward_time: 78.4657516479, propagate_backward_time: 124.3759536743, weight_update_time: 0.1849460006, other_time: 3.2007293701
epoch time: 16.7938766479s, input_fired_time: 0.2898023725, output_fired_time: 0.0000000000, propagate_forward_time: 15.9099903107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5940837860
validation[          , genome  7067] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       685.02356, best error:       685.02356 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 212.4003601074s, input_fired_time: 2.4282665253, output_fired_time: 2.7224738598, propagate_forward_time: 78.8285217285, propagate_backward_time: 125.1896972656, weight_update_time: 0.1844386756, other_time: 3.2313995361
epoch time: 16.4326362610s, input_fired_time: 0.2902805507, output_fired_time: 0.0000000000, propagate_forward_time: 15.5539150238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5884399414
validation[          , genome  7067] predictions:    9793/  10000 (97.93%), best:    9796/10000 (97.96%), error:       763.17859, best error:       685.02356 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 212.7253112793s, input_fired_time: 2.4129498005, output_fired_time: 2.6921095848, propagate_forward_time: 79.3871002197, propagate_backward_time: 124.9974899292, weight_update_time: 0.1909134388, other_time: 3.2356643677
epoch time: 16.4062633514s, input_fired_time: 0.2900609374, output_fired_time: 0.0000000000, propagate_forward_time: 15.5391798019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770235062
validation[          , genome  7067] predictions:    9782/  10000 (97.82%), best:    9796/10000 (97.96%), error:       738.51727, best error:       685.02356 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 212.0306549072s, input_fired_time: 2.4193005562, output_fired_time: 2.7276260853, propagate_forward_time: 78.9917297363, propagate_backward_time: 124.6725997925, weight_update_time: 0.1841584742, other_time: 3.2193984985
epoch time: 16.7197093964s, input_fired_time: 0.2927879095, output_fired_time: 0.0000000000, propagate_forward_time: 15.8094711304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174507141
validation[          , genome  7067] predictions:    9784/  10000 (97.84%), best:    9796/10000 (97.96%), error:       708.83990, best error:       685.02356 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 211.5010070801s, input_fired_time: 2.4258043766, output_fired_time: 2.6990883350, propagate_forward_time: 78.7454071045, propagate_backward_time: 124.4505615234, weight_update_time: 0.1851154864, other_time: 3.1801452637
epoch time: 16.6756114960s, input_fired_time: 0.2895226777, output_fired_time: 0.0000000000, propagate_forward_time: 15.8043680191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5817213058
validation[          , genome  7067] predictions:    9778/  10000 (97.78%), best:    9796/10000 (97.96%), error:       742.90198, best error:       685.02356 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 212.3674163818s, input_fired_time: 2.4478476048, output_fired_time: 2.7554657459, propagate_forward_time: 79.1729507446, propagate_backward_time: 124.7978591919, weight_update_time: 0.1856332719, other_time: 3.1932983398
epoch time: 16.6026077271s, input_fired_time: 0.2918156385, output_fired_time: 0.0000000000, propagate_forward_time: 15.7171516418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936412811
validation[          , genome  7067] predictions:    9791/  10000 (97.91%), best:    9796/10000 (97.96%), error:       733.57800, best error:       685.02356 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 211.3064880371s, input_fired_time: 2.4085128307, output_fired_time: 2.6882822514, propagate_forward_time: 78.4479675293, propagate_backward_time: 124.5101852417, weight_update_time: 0.1859959960, other_time: 3.2515487671
epoch time: 16.5904750824s, input_fired_time: 0.2974614203, output_fired_time: 0.0000000000, propagate_forward_time: 15.7041206360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888938904
validation[          , genome  7067] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       722.39471, best error:       685.02356 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 213.8021240234s, input_fired_time: 2.4536793232, output_fired_time: 2.7133004665, propagate_forward_time: 79.7056045532, propagate_backward_time: 125.7114944458, weight_update_time: 0.1862859428, other_time: 3.2180404663
epoch time: 16.9619064331s, input_fired_time: 0.2982577980, output_fired_time: 0.0000000000, propagate_forward_time: 16.0806522369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5829963684
validation[          , genome  7067] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       724.42957, best error:       685.02356 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 212.3208465576s, input_fired_time: 2.4309294224, output_fired_time: 2.6885805130, propagate_forward_time: 79.1147918701, propagate_backward_time: 124.8827667236, weight_update_time: 0.1881762743, other_time: 3.2037811279
epoch time: 16.7505435944s, input_fired_time: 0.2919836044, output_fired_time: 0.0000000000, propagate_forward_time: 15.8791923523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793685913
validation[          , genome  7067] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       682.81555, best error:       682.81555 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 211.6750488281s, input_fired_time: 2.4672126770, output_fired_time: 2.6857352257, propagate_forward_time: 78.4693450928, propagate_backward_time: 124.8217391968, weight_update_time: 0.1852594316, other_time: 3.2310256958
epoch time: 17.0587577820s, input_fired_time: 0.2985196412, output_fired_time: 0.0000000000, propagate_forward_time: 16.1747989655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854396820
validation[          , genome  7067] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       672.30402, best error:       672.30402 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 213.2973785400s, input_fired_time: 2.4295427799, output_fired_time: 2.6787135601, propagate_forward_time: 79.3192825317, propagate_backward_time: 125.5879592896, weight_update_time: 0.2133226097, other_time: 3.2818832397
epoch time: 16.2864818573s, input_fired_time: 0.2884616852, output_fired_time: 0.0000000000, propagate_forward_time: 15.4198322296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781879425
validation[          , genome  7067] predictions:    9732/  10000 (97.32%), best:    9799/10000 (97.99%), error:       825.57202, best error:       672.30402 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 213.4053955078s, input_fired_time: 2.4297087193, output_fired_time: 2.7269296646, propagate_forward_time: 79.3966598511, propagate_backward_time: 125.6072235107, weight_update_time: 0.1859452724, other_time: 3.2448883057
epoch time: 17.0370159149s, input_fired_time: 0.2937150002, output_fired_time: 0.0000000000, propagate_forward_time: 16.1290588379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142425537
validation[          , genome  7067] predictions:    9808/  10000 (98.08%), best:    9799/10000 (97.99%), error:       675.42554, best error:       672.30402 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 211.9171142578s, input_fired_time: 2.4068007469, output_fired_time: 2.7028834820, propagate_forward_time: 78.9351196289, propagate_backward_time: 124.6153106689, weight_update_time: 0.2041687965, other_time: 3.2570037842
epoch time: 17.4622993469s, input_fired_time: 0.3052035868, output_fired_time: 0.0000000000, propagate_forward_time: 16.5844707489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726242065
validation[          , genome  7067] predictions:    9791/  10000 (97.91%), best:    9799/10000 (97.99%), error:       716.24670, best error:       672.30402 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 211.4960632324s, input_fired_time: 2.4172389507, output_fired_time: 2.6895577908, propagate_forward_time: 79.1293869019, propagate_backward_time: 124.0882186890, weight_update_time: 0.1829131842, other_time: 3.1716613770
epoch time: 16.4576206207s, input_fired_time: 0.2937459946, output_fired_time: 0.0000000000, propagate_forward_time: 15.5788393021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850362778
validation[          , genome  7067] predictions:    9790/  10000 (97.90%), best:    9799/10000 (97.99%), error:       716.24396, best error:       672.30402 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 211.7400360107s, input_fired_time: 2.4349596500, output_fired_time: 2.7238037586, propagate_forward_time: 79.1667098999, propagate_backward_time: 124.2418670654, weight_update_time: 0.1835198104, other_time: 3.1726913452
epoch time: 16.7094097137s, input_fired_time: 0.2942835391, output_fired_time: 0.0000000000, propagate_forward_time: 15.8363132477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5788135529
validation[          , genome  7067] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       692.46399, best error:       672.30402 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 211.8456878662s, input_fired_time: 2.4237420559, output_fired_time: 2.7784719467, propagate_forward_time: 79.0094375610, propagate_backward_time: 124.4118576050, weight_update_time: 0.1834819764, other_time: 3.2221832275
epoch time: 16.8971405029s, input_fired_time: 0.2934282422, output_fired_time: 0.0000000000, propagate_forward_time: 16.0129432678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907688141
validation[          , genome  7067] predictions:    9723/  10000 (97.23%), best:    9799/10000 (97.99%), error:       930.84009, best error:       672.30402 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 212.4761962891s, input_fired_time: 2.4242560863, output_fired_time: 2.7170183659, propagate_forward_time: 79.3705215454, propagate_backward_time: 124.7825012207, weight_update_time: 0.1827081591, other_time: 3.1818923950
epoch time: 16.2027435303s, input_fired_time: 0.2861701250, output_fired_time: 0.0000000000, propagate_forward_time: 15.3374748230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790987015
validation[          , genome  7067] predictions:    9775/  10000 (97.75%), best:    9799/10000 (97.99%), error:       749.77057, best error:       672.30402 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 211.3891754150s, input_fired_time: 2.4362339973, output_fired_time: 2.7759833336, propagate_forward_time: 78.9496536255, propagate_backward_time: 124.0586624146, weight_update_time: 0.1834992319, other_time: 3.1686401367
epoch time: 17.5785903931s, input_fired_time: 0.3074137270, output_fired_time: 0.0000000000, propagate_forward_time: 16.6728992462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982780457
validation[          , genome  7067] predictions:    9769/  10000 (97.69%), best:    9799/10000 (97.99%), error:       824.35242, best error:       672.30402 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 210.2487182617s, input_fired_time: 2.4012184143, output_fired_time: 2.7130119801, propagate_forward_time: 78.2173690796, propagate_backward_time: 123.7482147217, weight_update_time: 0.1832949966, other_time: 3.1689071655
epoch time: 16.6975212097s, input_fired_time: 0.3033035696, output_fired_time: 0.0000000000, propagate_forward_time: 15.8006229401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935955048
validation[          , genome  7067] predictions:    9797/  10000 (97.97%), best:    9799/10000 (97.99%), error:       708.64691, best error:       672.30402 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 214.3699951172s, input_fired_time: 2.4843599796, output_fired_time: 2.7174165249, propagate_forward_time: 80.1105194092, propagate_backward_time: 125.8775177002, weight_update_time: 0.1839072853, other_time: 3.1801757813
epoch time: 17.1408538818s, input_fired_time: 0.3009988964, output_fired_time: 0.0000000000, propagate_forward_time: 16.2613239288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785312653
validation[          , genome  7067] predictions:    9779/  10000 (97.79%), best:    9799/10000 (97.99%), error:       742.59204, best error:       672.30402 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 214.9969482422s, input_fired_time: 2.4872953892, output_fired_time: 2.7779591084, propagate_forward_time: 80.4993820190, propagate_backward_time: 126.0275192261, weight_update_time: 0.1829662770, other_time: 3.2048110962
epoch time: 17.0610446930s, input_fired_time: 0.2966117859, output_fired_time: 0.0000000000, propagate_forward_time: 16.1823406219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820922852
validation[          , genome  7067] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       734.89539, best error:       672.30402 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 211.4973297119s, input_fired_time: 2.4169163704, output_fired_time: 2.7247049809, propagate_forward_time: 78.9139099121, propagate_backward_time: 124.2546844482, weight_update_time: 0.1834709942, other_time: 3.1871185303
epoch time: 16.9291343689s, input_fired_time: 0.2969627082, output_fired_time: 0.0000000000, propagate_forward_time: 16.0517063141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804653168
validation[          , genome  7067] predictions:    9793/  10000 (97.93%), best:    9799/10000 (97.99%), error:       721.05707, best error:       672.30402 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 213.9285278320s, input_fired_time: 2.4150388241, output_fired_time: 2.7173559666, propagate_forward_time: 80.0486145020, propagate_backward_time: 125.5339584351, weight_update_time: 0.1830827892, other_time: 3.2135543823
epoch time: 16.5862388611s, input_fired_time: 0.2893243730, output_fired_time: 0.0000000000, propagate_forward_time: 15.6689424515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279726028
validation[          , genome  7067] predictions:    9778/  10000 (97.78%), best:    9799/10000 (97.99%), error:       710.39270, best error:       672.30402 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 213.0187683105s, input_fired_time: 2.4450337887, output_fired_time: 2.7229785919, propagate_forward_time: 79.5543746948, propagate_backward_time: 125.1138687134, weight_update_time: 0.1949829161, other_time: 3.1825180054
epoch time: 16.4465236664s, input_fired_time: 0.2916767299, output_fired_time: 0.0000000000, propagate_forward_time: 15.5820951462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727510452
validation[          , genome  7067] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       722.32501, best error:       672.30402 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 212.4490661621s, input_fired_time: 2.4370522499, output_fired_time: 2.7014110088, propagate_forward_time: 79.4408721924, propagate_backward_time: 124.6733932495, weight_update_time: 0.1832489073, other_time: 3.1963272095
epoch time: 17.0910015106s, input_fired_time: 0.2976471186, output_fired_time: 0.0000000000, propagate_forward_time: 16.2031326294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902214050
validation[          , genome  7067] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       698.15009, best error:       672.30402 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 211.7986755371s, input_fired_time: 2.4630937576, output_fired_time: 2.7157428265, propagate_forward_time: 79.1704254150, propagate_backward_time: 124.2857284546, weight_update_time: 0.1840529144, other_time: 3.1636886597
epoch time: 16.9355144501s, input_fired_time: 0.3218269348, output_fired_time: 0.0000000000, propagate_forward_time: 16.0048007965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088867188
validation[          , genome  7067] predictions:    9787/  10000 (97.87%), best:    9799/10000 (97.99%), error:       738.49469, best error:       672.30402 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 213.4005126953s, input_fired_time: 2.4865851402, output_fired_time: 2.7110538483, propagate_forward_time: 79.5940246582, propagate_backward_time: 125.3959503174, weight_update_time: 0.1827118695, other_time: 3.2128906250
epoch time: 16.6554832458s, input_fired_time: 0.2968555987, output_fired_time: 0.0000000000, propagate_forward_time: 15.7863292694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722980499
validation[          , genome  7067] predictions:    9776/  10000 (97.76%), best:    9799/10000 (97.99%), error:       731.75903, best error:       672.30402 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 212.4825592041s, input_fired_time: 2.4792170525, output_fired_time: 2.7056746483, propagate_forward_time: 79.1396408081, propagate_backward_time: 124.9626693726, weight_update_time: 0.1867427081, other_time: 3.1953506470
epoch time: 16.8185062408s, input_fired_time: 0.3044671416, output_fired_time: 0.0000000000, propagate_forward_time: 15.9233798981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906600952
validation[          , genome  7067] predictions:    9797/  10000 (97.97%), best:    9799/10000 (97.99%), error:       697.83344, best error:       672.30402 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 213.1121673584s, input_fired_time: 2.4248065948, output_fired_time: 2.7278952599, propagate_forward_time: 79.4568405151, propagate_backward_time: 125.2968826294, weight_update_time: 0.1837790757, other_time: 3.2057418823
epoch time: 17.0744094849s, input_fired_time: 0.3060639203, output_fired_time: 0.0000000000, propagate_forward_time: 16.1857795715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825653076
validation[          , genome  7067] predictions:    9800/  10000 (98.00%), best:    9799/10000 (97.99%), error:       672.37640, best error:       672.30402 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 214.1520080566s, input_fired_time: 2.4582850933, output_fired_time: 2.7206339836, propagate_forward_time: 80.1788101196, propagate_backward_time: 125.6121978760, weight_update_time: 0.1852276176, other_time: 3.1820831299
epoch time: 16.5893077850s, input_fired_time: 0.2971588075, output_fired_time: 0.0000000000, propagate_forward_time: 15.7200889587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5720596313
validation[          , genome  7067] predictions:    9790/  10000 (97.90%), best:    9799/10000 (97.99%), error:       687.58862, best error:       672.30402 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 212.8807678223s, input_fired_time: 2.4362714291, output_fired_time: 2.7148199081, propagate_forward_time: 79.4899673462, propagate_backward_time: 125.0456161499, weight_update_time: 0.1841938645, other_time: 3.1940994263
epoch time: 17.0411224365s, input_fired_time: 0.2980799973, output_fired_time: 0.0000000000, propagate_forward_time: 16.1710128784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5720291138
validation[          , genome  7067] predictions:    9720/  10000 (97.20%), best:    9799/10000 (97.99%), error:       920.95374, best error:       672.30402 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 211.0783538818s, input_fired_time: 2.4345672131, output_fired_time: 2.7078113556, propagate_forward_time: 78.7220382690, propagate_backward_time: 124.0531997681, weight_update_time: 0.1829507947, other_time: 3.1607360840
epoch time: 17.0396919250s, input_fired_time: 0.3028367758, output_fired_time: 0.0000000000, propagate_forward_time: 16.1536540985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832004547
validation[          , genome  7067] predictions:    9760/  10000 (97.60%), best:    9799/10000 (97.99%), error:       807.46844, best error:       672.30402 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 213.2792663574s, input_fired_time: 2.4603633881, output_fired_time: 2.7324225903, propagate_forward_time: 79.6580581665, propagate_backward_time: 125.2408447266, weight_update_time: 0.1843115836, other_time: 3.1875915527
epoch time: 16.9584350586s, input_fired_time: 0.3007105887, output_fired_time: 0.0000000000, propagate_forward_time: 16.0849246979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727996826
validation[          , genome  7067] predictions:    9740/  10000 (97.40%), best:    9799/10000 (97.99%), error:       866.50763, best error:       672.30402 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 214.5602569580s, input_fired_time: 2.4690480232, output_fired_time: 2.7253284454, propagate_forward_time: 80.5888366699, propagate_backward_time: 125.6005783081, weight_update_time: 0.1840225458, other_time: 3.1764602661
epoch time: 16.8014106750s, input_fired_time: 0.2918505073, output_fired_time: 0.0000000000, propagate_forward_time: 15.9258899689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836696625
validation[          , genome  7067] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       813.91815, best error:       672.30402 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 215.4182128906s, input_fired_time: 2.4444174767, output_fired_time: 2.7321312428, propagate_forward_time: 80.8706817627, propagate_backward_time: 126.1757736206, weight_update_time: 0.1845527142, other_time: 3.1952133179
epoch time: 17.0978202820s, input_fired_time: 0.3039209843, output_fired_time: 0.0000000000, propagate_forward_time: 16.2026042938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912952423
validation[          , genome  7067] predictions:    9740/  10000 (97.40%), best:    9799/10000 (97.99%), error:       864.59845, best error:       672.30402 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 215.9628753662s, input_fired_time: 2.5033369064, output_fired_time: 2.7086329460, propagate_forward_time: 80.5455245972, propagate_backward_time: 126.9715270996, weight_update_time: 0.1883439124, other_time: 3.2338562012
epoch time: 17.3104209900s, input_fired_time: 0.3005271852, output_fired_time: 0.0000000000, propagate_forward_time: 16.4204616547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894317627
validation[          , genome  7067] predictions:    9788/  10000 (97.88%), best:    9799/10000 (97.99%), error:       750.96893, best error:       672.30402 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 215.3027191162s, input_fired_time: 2.4777493477, output_fired_time: 2.7394518852, propagate_forward_time: 80.7268981934, propagate_backward_time: 126.1790390015, weight_update_time: 0.1888393462, other_time: 3.1795730591
epoch time: 17.4020309448s, input_fired_time: 0.2975044847, output_fired_time: 0.0000000000, propagate_forward_time: 16.5274085999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5771179199
validation[          , genome  7067] predictions:    9770/  10000 (97.70%), best:    9799/10000 (97.99%), error:       784.55859, best error:       672.30402 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 214.8629913330s, input_fired_time: 2.4468965530, output_fired_time: 2.7453980446, propagate_forward_time: 80.5106658936, propagate_backward_time: 125.9402236938, weight_update_time: 0.1864083409, other_time: 3.2198104858
epoch time: 16.7925701141s, input_fired_time: 0.2962437570, output_fired_time: 0.0000000000, propagate_forward_time: 15.9154500961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5808763504
validation[          , genome  7067] predictions:    9777/  10000 (97.77%), best:    9799/10000 (97.99%), error:       770.82550, best error:       672.30402 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 216.0229644775s, input_fired_time: 2.4535636902, output_fired_time: 2.7326340675, propagate_forward_time: 80.9318161011, propagate_backward_time: 126.6650619507, weight_update_time: 0.1852703691, other_time: 3.2398757935
epoch time: 17.1195049286s, input_fired_time: 0.3070700765, output_fired_time: 0.0000000000, propagate_forward_time: 16.2325820923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798530579
validation[          , genome  7067] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       766.99426, best error:       672.30402 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 219.2337341309s, input_fired_time: 2.5132706165, output_fired_time: 2.7837460041, propagate_forward_time: 82.1204833984, propagate_backward_time: 128.4686889648, weight_update_time: 0.1858176589, other_time: 3.3475341797
epoch time: 16.8276424408s, input_fired_time: 0.3139253259, output_fired_time: 0.0000000000, propagate_forward_time: 15.9283752441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853424072
validation[          , genome  7067] predictions:    9768/  10000 (97.68%), best:    9799/10000 (97.99%), error:       774.58325, best error:       672.30402 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 213.7895507813s, input_fired_time: 2.4424755573, output_fired_time: 2.7087757587, propagate_forward_time: 79.6983261108, propagate_backward_time: 125.6818313599, weight_update_time: 0.1875154823, other_time: 3.2581405640
epoch time: 16.9877777100s, input_fired_time: 0.3000406027, output_fired_time: 0.0000000000, propagate_forward_time: 16.1031627655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845737457
validation[          , genome  7067] predictions:    9773/  10000 (97.73%), best:    9799/10000 (97.99%), error:       774.67236, best error:       672.30402 on epoch:    69, 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: 84.4735946655s, input_fired_time: 1.4837106466, output_fired_time: 0.0000000000, propagate_forward_time: 79.9798202515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0100631714
best training[          , genome  7067] predictions:   49744/  50000 (99.49%), best:    9799/10000 (97.99%), error:      1231.04907, best error:       672.30402 on epoch:    69, 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: 16.9777183533s, input_fired_time: 0.2970056832, output_fired_time: 0.0000000000, propagate_forward_time: 16.1096668243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5710449219
   testing[          , genome  7067] predictions:    9811/  10000 (98.11%), best:    9799/10000 (97.99%), error:       662.26483, best error:       672.30402 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:30:13 (15896): called boinc_finish(0)

</stderr_txt>
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