Nameexact_genome_1512568488_44_5972_1
Workunit2601180
Created7 Dec 2017, 17:22:16 UTC
Sent7 Dec 2017, 17:28:51 UTC
Report deadline18 Dec 2017, 16:26:56 UTC
Received9 Dec 2017, 4:56:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time5 hours 30 min 43 sec
CPU time5 hours 30 min 13 sec
Validate stateValid
Credit2,739.25
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.70 MB
Peak swap size161.42 MB
Peak disk usage2.31 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
 788.03992 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 180.8416748047s, input_fired_time: 2.3775436878, output_fired_time: 2.2498266697, propagate_forward_time: 68.2419891357, propagate_backward_time: 104.1774749756, weight_update_time: 0.1965988278, other_time: 3.7948303223
epoch time: 14.3068790436s, input_fired_time: 0.2895355225, output_fired_time: 0.0000000000, propagate_forward_time: 13.3387117386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786317825
validation[          , genome  5972] predictions:    9735/  10000 (97.35%), best:    9760/10000 (97.60%), error:       904.25848, best error:       788.03992 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 179.9801177979s, input_fired_time: 2.3767850399, output_fired_time: 2.2361869812, propagate_forward_time: 67.7883377075, propagate_backward_time: 103.7371444702, weight_update_time: 0.1986980587, other_time: 3.8416595459
epoch time: 14.6790456772s, input_fired_time: 0.2886446416, output_fired_time: 0.0000000000, propagate_forward_time: 13.7286262512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6617746353
validation[          , genome  5972] predictions:    9751/  10000 (97.51%), best:    9760/10000 (97.60%), error:       862.31897, best error:       788.03992 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 181.1035461426s, input_fired_time: 2.3774240017, output_fired_time: 2.2552244663, propagate_forward_time: 68.3110275269, propagate_backward_time: 104.3599472046, weight_update_time: 0.1973141432, other_time: 3.7999267578
epoch time: 14.4156818390s, input_fired_time: 0.2920596600, output_fired_time: 0.0000000000, propagate_forward_time: 13.4326124191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910095215
validation[          , genome  5972] predictions:    9762/  10000 (97.62%), best:    9760/10000 (97.60%), error:       802.99506, best error:       788.03992 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 180.5912170410s, input_fired_time: 2.3770956993, output_fired_time: 2.2471995354, propagate_forward_time: 68.1137771606, propagate_backward_time: 104.0505523682, weight_update_time: 0.1974477619, other_time: 3.8026046753
epoch time: 14.7698345184s, input_fired_time: 0.2910602391, output_fired_time: 0.0000000000, propagate_forward_time: 13.8224411011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6563329697
validation[          , genome  5972] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       860.71533, best error:       788.03992 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 179.2492675781s, input_fired_time: 2.3808431625, output_fired_time: 2.2394738197, propagate_forward_time: 67.7199935913, propagate_backward_time: 103.0833435059, weight_update_time: 0.1972312033, other_time: 3.8256149292
epoch time: 14.6375589371s, input_fired_time: 0.2927109003, output_fired_time: 0.0000000000, propagate_forward_time: 13.6665935516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6782541275
validation[          , genome  5972] predictions:    9721/  10000 (97.21%), best:    9760/10000 (97.60%), error:       910.89246, best error:       788.03992 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 180.8988342285s, input_fired_time: 2.3753762245, output_fired_time: 2.2530925274, propagate_forward_time: 68.1860275269, propagate_backward_time: 104.3021621704, weight_update_time: 0.1965374351, other_time: 3.7821655273
epoch time: 14.4685306549s, input_fired_time: 0.2919393182, output_fired_time: 0.0000000000, propagate_forward_time: 13.5169849396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596059799
validation[          , genome  5972] predictions:    9734/  10000 (97.34%), best:    9760/10000 (97.60%), error:       863.08673, best error:       788.03992 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 179.6328735352s, input_fired_time: 2.3701415062, output_fired_time: 2.2299413681, propagate_forward_time: 67.6685867310, propagate_backward_time: 103.5868225098, weight_update_time: 0.1956025064, other_time: 3.7773818970
epoch time: 14.4546871185s, input_fired_time: 0.2893767953, output_fired_time: 0.0000000000, propagate_forward_time: 13.4974040985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679058075
validation[          , genome  5972] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       758.00739, best error:       758.00739 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 181.9553680420s, input_fired_time: 2.3808217049, output_fired_time: 2.2550015450, propagate_forward_time: 68.7596588135, propagate_backward_time: 104.7893371582, weight_update_time: 0.1965482384, other_time: 3.7705383301
epoch time: 14.7552061081s, input_fired_time: 0.2961828411, output_fired_time: 0.0000000000, propagate_forward_time: 13.7774600983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6815633774
validation[          , genome  5972] predictions:    9761/  10000 (97.61%), best:    9764/10000 (97.64%), error:       783.51135, best error:       758.00739 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 179.1849060059s, input_fired_time: 2.3710114956, output_fired_time: 2.2297170162, propagate_forward_time: 67.6665573120, propagate_backward_time: 103.1452636719, weight_update_time: 0.1960854083, other_time: 3.7723464966
epoch time: 14.6457700729s, input_fired_time: 0.2922117710, output_fired_time: 0.0000000000, propagate_forward_time: 13.6745462418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790122986
validation[          , genome  5972] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       765.81140, best error:       758.00739 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 181.0927276611s, input_fired_time: 2.3680856228, output_fired_time: 2.2498109341, propagate_forward_time: 68.4277954102, propagate_backward_time: 104.3287429810, weight_update_time: 0.1937214136, other_time: 3.7182846069
epoch time: 14.6810731888s, input_fired_time: 0.2936453521, output_fired_time: 0.0000000000, propagate_forward_time: 13.7259292603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6614990234
validation[          , genome  5972] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       810.66205, best error:       758.00739 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 179.7738189697s, input_fired_time: 2.3640103340, output_fired_time: 2.2258217335, propagate_forward_time: 67.8781738281, propagate_backward_time: 103.5905685425, weight_update_time: 0.1936113983, other_time: 3.7152481079
epoch time: 14.4161996841s, input_fired_time: 0.2895381451, output_fired_time: 0.0000000000, propagate_forward_time: 13.4692869186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6573743820
validation[          , genome  5972] predictions:    9768/  10000 (97.68%), best:    9764/10000 (97.64%), error:       769.86621, best error:       758.00739 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 179.2319183350s, input_fired_time: 2.3559603691, output_fired_time: 2.2282829285, propagate_forward_time: 67.6472854614, propagate_backward_time: 103.3111877441, weight_update_time: 0.1917742491, other_time: 3.6892013550
epoch time: 14.6955022812s, input_fired_time: 0.2920760214, output_fired_time: 0.0000000000, propagate_forward_time: 13.7377243042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657018661
validation[          , genome  5972] predictions:    9748/  10000 (97.48%), best:    9764/10000 (97.64%), error:       792.14130, best error:       758.00739 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 180.5607147217s, input_fired_time: 2.3647742271, output_fired_time: 2.2416460514, propagate_forward_time: 68.2008132935, propagate_backward_time: 104.0711059570, weight_update_time: 0.1928080022, other_time: 3.6823654175
epoch time: 14.6320886612s, input_fired_time: 0.2905057967, output_fired_time: 0.0000000000, propagate_forward_time: 13.6716098785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6699733734
validation[          , genome  5972] predictions:    9774/  10000 (97.74%), best:    9764/10000 (97.64%), error:       773.23712, best error:       758.00739 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 180.9101715088s, input_fired_time: 2.3657386303, output_fired_time: 2.2408986092, propagate_forward_time: 68.3248291016, propagate_backward_time: 104.3111190796, weight_update_time: 0.1918986887, other_time: 3.6675796509
epoch time: 14.6064739227s, input_fired_time: 0.2900971770, output_fired_time: 0.0000000000, propagate_forward_time: 13.6582632065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6581134796
validation[          , genome  5972] predictions:    9715/  10000 (97.15%), best:    9764/10000 (97.64%), error:       948.14398, best error:       758.00739 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 180.9743652344s, input_fired_time: 2.3714525700, output_fired_time: 2.2411007881, propagate_forward_time: 68.4043273926, propagate_backward_time: 104.2899703979, weight_update_time: 0.1926492900, other_time: 3.6675033569
epoch time: 14.6744384766s, input_fired_time: 0.2908385694, output_fired_time: 0.0000000000, propagate_forward_time: 13.7142362595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6693639755
validation[          , genome  5972] predictions:    9715/  10000 (97.15%), best:    9764/10000 (97.64%), error:       862.08087, best error:       758.00739 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 180.9323272705s, input_fired_time: 2.3748958111, output_fired_time: 2.2460699081, propagate_forward_time: 68.3872756958, propagate_backward_time: 104.2056350708, weight_update_time: 0.1928950697, other_time: 3.7184600830
epoch time: 14.6408596039s, input_fired_time: 0.2928661108, output_fired_time: 0.0000000000, propagate_forward_time: 13.6858053207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621885300
validation[          , genome  5972] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       760.16962, best error:       758.00739 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 180.7518463135s, input_fired_time: 2.3700315952, output_fired_time: 2.2369639874, propagate_forward_time: 68.3186035156, propagate_backward_time: 104.1230316162, weight_update_time: 0.1938514858, other_time: 3.7032165527
epoch time: 14.3292055130s, input_fired_time: 0.2862254381, output_fired_time: 0.0000000000, propagate_forward_time: 13.3898086548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6531715393
validation[          , genome  5972] predictions:    9662/  10000 (96.62%), best:    9764/10000 (97.64%), error:      1074.71912, best error:       758.00739 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 181.1968231201s, input_fired_time: 2.3783113956, output_fired_time: 2.2336003780, propagate_forward_time: 68.3297958374, propagate_backward_time: 104.5635757446, weight_update_time: 0.1938008368, other_time: 3.6915435791
epoch time: 14.5734014511s, input_fired_time: 0.2910393476, output_fired_time: 0.0000000000, propagate_forward_time: 13.6277179718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6546440125
validation[          , genome  5972] predictions:    9755/  10000 (97.55%), best:    9764/10000 (97.64%), error:       801.12201, best error:       758.00739 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 180.3927001953s, input_fired_time: 2.3737246990, output_fired_time: 2.2418792248, propagate_forward_time: 68.1507644653, propagate_backward_time: 103.9178161621, weight_update_time: 0.1940276176, other_time: 3.7085189819
epoch time: 14.6499261856s, input_fired_time: 0.2948076427, output_fired_time: 0.0000000000, propagate_forward_time: 13.6762647629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6788539886
validation[          , genome  5972] predictions:    9734/  10000 (97.34%), best:    9764/10000 (97.64%), error:       868.29218, best error:       758.00739 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 180.0189819336s, input_fired_time: 2.3675098419, output_fired_time: 2.2246806622, propagate_forward_time: 67.9931259155, propagate_backward_time: 103.7273559570, weight_update_time: 0.1930603981, other_time: 3.7063064575
epoch time: 14.6603250504s, input_fired_time: 0.2924062908, output_fired_time: 0.0000000000, propagate_forward_time: 13.7088108063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591081619
validation[          , genome  5972] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       664.16687, best error:       664.16687 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 181.0012359619s, input_fired_time: 2.3792512417, output_fired_time: 2.2382447720, propagate_forward_time: 68.3670730591, propagate_backward_time: 104.3099136353, weight_update_time: 0.1941489577, other_time: 3.7067413330
epoch time: 14.6146945953s, input_fired_time: 0.2933156490, output_fired_time: 0.0000000000, propagate_forward_time: 13.6591205597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622581482
validation[          , genome  5972] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       687.01782, best error:       664.16687 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 180.8167419434s, input_fired_time: 2.3705787659, output_fired_time: 2.2378919125, propagate_forward_time: 68.2500534058, propagate_backward_time: 104.3078689575, weight_update_time: 0.1923569590, other_time: 3.6503601074
epoch time: 14.5526828766s, input_fired_time: 0.2926203310, output_fired_time: 0.0000000000, propagate_forward_time: 13.6048393250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552228928
validation[          , genome  5972] predictions:    9754/  10000 (97.54%), best:    9799/10000 (97.99%), error:       759.99445, best error:       664.16687 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 180.6734466553s, input_fired_time: 2.3754072189, output_fired_time: 2.2259519100, propagate_forward_time: 68.1909637451, propagate_backward_time: 104.1836013794, weight_update_time: 0.1934239119, other_time: 3.6975173950
epoch time: 14.1708679199s, input_fired_time: 0.2880091965, output_fired_time: 0.0000000000, propagate_forward_time: 13.2305059433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523523331
validation[          , genome  5972] predictions:    9791/  10000 (97.91%), best:    9799/10000 (97.99%), error:       702.73822, best error:       664.16687 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 180.6388244629s, input_fired_time: 2.3755130768, output_fired_time: 2.2374796867, propagate_forward_time: 68.2733306885, propagate_backward_time: 104.0886230469, weight_update_time: 0.1924634427, other_time: 3.6638793945
epoch time: 14.6329307556s, input_fired_time: 0.2925394475, output_fired_time: 0.0000000000, propagate_forward_time: 13.6833391190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6570520401
validation[          , genome  5972] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       706.18097, best error:       664.16687 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 179.7718505859s, input_fired_time: 2.3695859909, output_fired_time: 2.2291309834, propagate_forward_time: 67.7541122437, propagate_backward_time: 103.7406005859, weight_update_time: 0.1923226714, other_time: 3.6784286499
epoch time: 14.5678501129s, input_fired_time: 0.2900695503, output_fired_time: 0.0000000000, propagate_forward_time: 13.6295146942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6482658386
validation[          , genome  5972] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       737.52618, best error:       664.16687 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 180.0703887939s, input_fired_time: 2.3707323074, output_fired_time: 2.2270829678, propagate_forward_time: 68.0369186401, propagate_backward_time: 103.7697753906, weight_update_time: 0.1916704029, other_time: 3.6658859253
epoch time: 14.6870479584s, input_fired_time: 0.2921564579, output_fired_time: 0.0000000000, propagate_forward_time: 13.7485265732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463651657
validation[          , genome  5972] predictions:    9678/  10000 (96.78%), best:    9799/10000 (97.99%), error:      1047.20825, best error:       664.16687 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 179.6339874268s, input_fired_time: 2.3667197227, output_fired_time: 2.2289214134, propagate_forward_time: 67.7384643555, propagate_backward_time: 103.6490325928, weight_update_time: 0.1915111393, other_time: 3.6508483887
epoch time: 14.7928295135s, input_fired_time: 0.2936341166, output_fired_time: 0.0000000000, propagate_forward_time: 13.8621978760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6369972229
validation[          , genome  5972] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       753.23364, best error:       664.16687 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 180.4831237793s, input_fired_time: 2.3784601688, output_fired_time: 2.2321708202, propagate_forward_time: 68.1521835327, propagate_backward_time: 104.0607910156, weight_update_time: 0.1917271912, other_time: 3.6595077515
epoch time: 14.6479492188s, input_fired_time: 0.2915507555, output_fired_time: 0.0000000000, propagate_forward_time: 13.7113771439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450214386
validation[          , genome  5972] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       682.92377, best error:       664.16687 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 180.7539978027s, input_fired_time: 2.3784306049, output_fired_time: 2.2376008034, propagate_forward_time: 68.2438354492, propagate_backward_time: 104.2319488525, weight_update_time: 0.1923498064, other_time: 3.6621856689
epoch time: 14.6265106201s, input_fired_time: 0.2932095826, output_fired_time: 0.0000000000, propagate_forward_time: 13.6861476898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471529007
validation[          , genome  5972] predictions:    9789/  10000 (97.89%), best:    9799/10000 (97.99%), error:       742.39929, best error:       664.16687 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 181.0155029297s, input_fired_time: 2.3752012253, output_fired_time: 2.2411630154, propagate_forward_time: 68.2012863159, propagate_backward_time: 104.5406570435, weight_update_time: 0.1910221577, other_time: 3.6571960449
epoch time: 14.6110792160s, input_fired_time: 0.2921379805, output_fired_time: 0.0000000000, propagate_forward_time: 13.6680002213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6509408951
validation[          , genome  5972] predictions:    9782/  10000 (97.82%), best:    9799/10000 (97.99%), error:       719.57892, best error:       664.16687 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 181.8708496094s, input_fired_time: 2.3853299618, output_fired_time: 2.2523479462, propagate_forward_time: 68.7185058594, propagate_backward_time: 104.8482208252, weight_update_time: 0.1929810494, other_time: 3.6664428711
epoch time: 14.5982227325s, input_fired_time: 0.2946022153, output_fired_time: 0.0000000000, propagate_forward_time: 13.6413431168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622772217
validation[          , genome  5972] predictions:    9783/  10000 (97.83%), best:    9799/10000 (97.99%), error:       725.14038, best error:       664.16687 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 180.9608917236s, input_fired_time: 2.3771011829, output_fired_time: 2.2360534668, propagate_forward_time: 68.4429092407, propagate_backward_time: 104.2742919922, weight_update_time: 0.1918587536, other_time: 3.6305313110
epoch time: 14.5467920303s, input_fired_time: 0.2923305035, output_fired_time: 0.0000000000, propagate_forward_time: 13.6147251129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6397361755
validation[          , genome  5972] predictions:    9760/  10000 (97.60%), best:    9799/10000 (97.99%), error:       785.25830, best error:       664.16687 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 180.3334655762s, input_fired_time: 2.3736886978, output_fired_time: 2.2306673527, propagate_forward_time: 68.0994186401, propagate_backward_time: 104.0172271729, weight_update_time: 0.1904164851, other_time: 3.6124649048
epoch time: 14.5797796249s, input_fired_time: 0.2908774614, output_fired_time: 0.0000000000, propagate_forward_time: 13.6453580856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435441971
validation[          , genome  5972] predictions:    9792/  10000 (97.92%), best:    9799/10000 (97.99%), error:       706.83319, best error:       664.16687 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 179.1580352783s, input_fired_time: 2.3701446056, output_fired_time: 2.2151992321, propagate_forward_time: 67.5991516113, propagate_backward_time: 103.3358917236, weight_update_time: 0.1910790056, other_time: 3.6376495361
epoch time: 14.5835704803s, input_fired_time: 0.2934359014, output_fired_time: 0.0000000000, propagate_forward_time: 13.6378860474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6522483826
validation[          , genome  5972] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       659.35809, best error:       659.35809 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 179.8636474609s, input_fired_time: 2.3784728050, output_fired_time: 2.2227780819, propagate_forward_time: 67.8159561157, propagate_backward_time: 103.7878875732, weight_update_time: 0.1920185536, other_time: 3.6585464478
epoch time: 14.6758728027s, input_fired_time: 0.2965222895, output_fired_time: 0.0000000000, propagate_forward_time: 13.7178287506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6615219116
validation[          , genome  5972] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       689.55865, best error:       659.35809 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 180.9748687744s, input_fired_time: 2.3803279400, output_fired_time: 2.2339565754, propagate_forward_time: 68.3385391235, propagate_backward_time: 104.3833312988, weight_update_time: 0.1916544586, other_time: 3.6387100220
epoch time: 14.7087612152s, input_fired_time: 0.2944614589, output_fired_time: 0.0000000000, propagate_forward_time: 13.7686109543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6456890106
validation[          , genome  5972] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       647.36017, best error:       647.36017 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 180.8207092285s, input_fired_time: 2.3838555813, output_fired_time: 2.2449095249, propagate_forward_time: 68.2868881226, propagate_backward_time: 104.2678298950, weight_update_time: 0.1916524172, other_time: 3.6372375488
epoch time: 14.2685680389s, input_fired_time: 0.2892805338, output_fired_time: 0.0000000000, propagate_forward_time: 13.3343410492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449460983
validation[          , genome  5972] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       655.53143, best error:       647.36017 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 180.6390991211s, input_fired_time: 2.3844261169, output_fired_time: 2.2399032116, propagate_forward_time: 68.1494903564, propagate_backward_time: 104.2164916992, weight_update_time: 0.1918659210, other_time: 3.6487884521
epoch time: 14.4253892899s, input_fired_time: 0.2926868796, output_fired_time: 0.0000000000, propagate_forward_time: 13.4828071594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6498956680
validation[          , genome  5972] predictions:    9772/  10000 (97.72%), best:    9807/10000 (98.07%), error:       719.40131, best error:       647.36017 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 181.5816345215s, input_fired_time: 2.3922040462, output_fired_time: 2.2450003624, propagate_forward_time: 68.6751480103, propagate_backward_time: 104.6103820801, weight_update_time: 0.1922765821, other_time: 3.6589126587
epoch time: 14.6604576111s, input_fired_time: 0.2957091928, output_fired_time: 0.0000000000, propagate_forward_time: 13.7090320587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6557159424
validation[          , genome  5972] predictions:    9801/  10000 (98.01%), best:    9807/10000 (98.07%), error:       676.12604, best error:       647.36017 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 180.9119720459s, input_fired_time: 2.3893890381, output_fired_time: 2.2358715534, propagate_forward_time: 68.4521026611, propagate_backward_time: 104.1749191284, weight_update_time: 0.1917768419, other_time: 3.6596908569
epoch time: 14.3519601822s, input_fired_time: 0.2918784320, output_fired_time: 0.0000000000, propagate_forward_time: 13.4122219086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6478595734
validation[          , genome  5972] predictions:    9775/  10000 (97.75%), best:    9807/10000 (98.07%), error:       726.30603, best error:       647.36017 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 179.5361938477s, input_fired_time: 2.3794677258, output_fired_time: 2.2256412506, propagate_forward_time: 67.7339859009, propagate_backward_time: 103.5517883301, weight_update_time: 0.1914246678, other_time: 3.6453018188
epoch time: 14.5678691864s, input_fired_time: 0.2946923077, output_fired_time: 0.0000000000, propagate_forward_time: 13.6163616180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568155289
validation[          , genome  5972] predictions:    9758/  10000 (97.58%), best:    9807/10000 (98.07%), error:       769.88312, best error:       647.36017 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 180.5996551514s, input_fired_time: 2.3855075836, output_fired_time: 2.2354271412, propagate_forward_time: 68.1079711914, propagate_backward_time: 104.2188873291, weight_update_time: 0.1918075830, other_time: 3.6518554688
epoch time: 14.5294523239s, input_fired_time: 0.2956779003, output_fired_time: 0.0000000000, propagate_forward_time: 13.5862922668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6474819183
validation[          , genome  5972] predictions:    9796/  10000 (97.96%), best:    9807/10000 (98.07%), error:       653.59003, best error:       647.36017 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 180.9163513184s, input_fired_time: 2.3833606243, output_fired_time: 2.2356114388, propagate_forward_time: 68.2639236450, propagate_backward_time: 104.3961410522, weight_update_time: 0.1906786561, other_time: 3.6373138428
epoch time: 14.5366449356s, input_fired_time: 0.2942602336, output_fired_time: 0.0000000000, propagate_forward_time: 13.5893449783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6530399323
validation[          , genome  5972] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       635.88373, best error:       635.88373 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 180.4026184082s, input_fired_time: 2.3832132816, output_fired_time: 2.2312235832, propagate_forward_time: 68.0383529663, propagate_backward_time: 104.0880661011, weight_update_time: 0.1920538247, other_time: 3.6617736816
epoch time: 14.5831184387s, input_fired_time: 0.3046742678, output_fired_time: 0.0000000000, propagate_forward_time: 13.5318422318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7466020584
validation[          , genome  5972] predictions:    9763/  10000 (97.63%), best:    9808/10000 (98.08%), error:       757.99561, best error:       635.88373 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 180.8803863525s, input_fired_time: 2.3880627155, output_fired_time: 2.2447199821, propagate_forward_time: 68.1938247681, propagate_backward_time: 104.3885116577, weight_update_time: 0.1923933029, other_time: 3.6652679443
epoch time: 14.0901794434s, input_fired_time: 0.2907894254, output_fired_time: 0.0000000000, propagate_forward_time: 13.1515064240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6478834152
validation[          , genome  5972] predictions:    9789/  10000 (97.89%), best:    9808/10000 (98.08%), error:       667.91187, best error:       635.88373 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 180.2308807373s, input_fired_time: 2.3903043270, output_fired_time: 2.2240805626, propagate_forward_time: 68.0571823120, propagate_backward_time: 103.8836212158, weight_update_time: 0.1919151098, other_time: 3.6756973267
epoch time: 14.7579469681s, input_fired_time: 0.2983854115, output_fired_time: 0.0000000000, propagate_forward_time: 13.8006162643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589450836
validation[          , genome  5972] predictions:    9776/  10000 (97.76%), best:    9808/10000 (98.08%), error:       740.03735, best error:       635.88373 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 181.2092437744s, input_fired_time: 2.3956902027, output_fired_time: 2.2454736233, propagate_forward_time: 68.4515914917, propagate_backward_time: 104.4477157593, weight_update_time: 0.1925606877, other_time: 3.6687774658
epoch time: 14.6811265945s, input_fired_time: 0.2956544161, output_fired_time: 0.0000000000, propagate_forward_time: 13.7423038483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431684494
validation[          , genome  5972] predictions:    9734/  10000 (97.34%), best:    9808/10000 (98.08%), error:       798.79901, best error:       635.88373 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 180.4502563477s, input_fired_time: 2.3896613121, output_fired_time: 2.2348268032, propagate_forward_time: 68.0487365723, propagate_backward_time: 104.1019210815, weight_update_time: 0.1926391423, other_time: 3.6751022339
epoch time: 14.6615238190s, input_fired_time: 0.2967669964, output_fired_time: 0.0000000000, propagate_forward_time: 13.7003574371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643991470
validation[          , genome  5972] predictions:    9782/  10000 (97.82%), best:    9808/10000 (98.08%), error:       687.05304, best error:       635.88373 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 181.0666046143s, input_fired_time: 2.3992016315, output_fired_time: 2.2418284416, propagate_forward_time: 68.3572769165, propagate_backward_time: 104.3732223511, weight_update_time: 0.1929846257, other_time: 3.6950836182
epoch time: 14.6442308426s, input_fired_time: 0.2958142459, output_fired_time: 0.0000000000, propagate_forward_time: 13.6931867599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552295685
validation[          , genome  5972] predictions:    9785/  10000 (97.85%), best:    9808/10000 (98.08%), error:       705.96631, best error:       635.88373 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 180.0173034668s, input_fired_time: 2.3892731667, output_fired_time: 2.2252590656, propagate_forward_time: 67.9125747681, propagate_backward_time: 103.8174819946, weight_update_time: 0.1928249002, other_time: 3.6727142334
epoch time: 14.7020149231s, input_fired_time: 0.2990429103, output_fired_time: 0.0000000000, propagate_forward_time: 13.7382631302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647090912
validation[          , genome  5972] predictions:    9773/  10000 (97.73%), best:    9808/10000 (98.08%), error:       725.79846, best error:       635.88373 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 181.0325164795s, input_fired_time: 2.4007940292, output_fired_time: 2.2499024868, propagate_forward_time: 68.4181213379, propagate_backward_time: 104.2956085205, weight_update_time: 0.1926539242, other_time: 3.6680908203
epoch time: 14.6759824753s, input_fired_time: 0.2940891683, output_fired_time: 0.0000000000, propagate_forward_time: 13.7391042709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427888870
validation[          , genome  5972] predictions:    9764/  10000 (97.64%), best:    9808/10000 (98.08%), error:       747.59308, best error:       635.88373 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 179.4012603760s, input_fired_time: 2.3853378296, output_fired_time: 2.2235312462, propagate_forward_time: 67.7059860229, propagate_backward_time: 103.4328918457, weight_update_time: 0.1911890209, other_time: 3.6535263062
epoch time: 14.6134366989s, input_fired_time: 0.2959467471, output_fired_time: 0.0000000000, propagate_forward_time: 13.6693611145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6481285095
validation[          , genome  5972] predictions:    9787/  10000 (97.87%), best:    9808/10000 (98.08%), error:       668.78149, best error:       635.88373 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 180.3165893555s, input_fired_time: 2.3917186260, output_fired_time: 2.2291457653, propagate_forward_time: 68.0340576172, propagate_backward_time: 104.0189971924, weight_update_time: 0.1930886209, other_time: 3.6426696777
epoch time: 14.5878686905s, input_fired_time: 0.2962329984, output_fired_time: 0.0000000000, propagate_forward_time: 13.6441345215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6475009918
validation[          , genome  5972] predictions:    9771/  10000 (97.71%), best:    9808/10000 (98.08%), error:       724.53094, best error:       635.88373 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 181.2882232666s, input_fired_time: 2.4031713009, output_fired_time: 2.2379274368, propagate_forward_time: 68.4609375000, propagate_backward_time: 104.5162429810, weight_update_time: 0.1929867268, other_time: 3.6699447632
epoch time: 14.5517902374s, input_fired_time: 0.2954050303, output_fired_time: 0.0000000000, propagate_forward_time: 13.6050043106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513805389
validation[          , genome  5972] predictions:    9752/  10000 (97.52%), best:    9808/10000 (98.08%), error:       790.57843, best error:       635.88373 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 180.9915313721s, input_fired_time: 2.4021339417, output_fired_time: 2.2394750118, propagate_forward_time: 68.3982086182, propagate_backward_time: 104.2631835938, weight_update_time: 0.1933829635, other_time: 3.6885375977
epoch time: 14.6780290604s, input_fired_time: 0.2991641760, output_fired_time: 0.0000000000, propagate_forward_time: 13.7169952393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6618700027
validation[          , genome  5972] predictions:    9672/  10000 (96.72%), best:    9808/10000 (98.08%), error:       942.47406, best error:       635.88373 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 181.2543334961s, input_fired_time: 2.4072608948, output_fired_time: 2.2426540852, propagate_forward_time: 68.4354400635, propagate_backward_time: 104.4826202393, weight_update_time: 0.1941689253, other_time: 3.6863555908
epoch time: 14.7488975525s, input_fired_time: 0.2985533476, output_fired_time: 0.0000000000, propagate_forward_time: 13.7896375656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607065201
validation[          , genome  5972] predictions:    9761/  10000 (97.61%), best:    9808/10000 (98.08%), error:       789.48608, best error:       635.88373 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 181.3912048340s, input_fired_time: 2.4057433605, output_fired_time: 2.2455513477, propagate_forward_time: 68.5575942993, propagate_backward_time: 104.5038604736, weight_update_time: 0.1932780296, other_time: 3.6784591675
epoch time: 14.4460859299s, input_fired_time: 0.2949038446, output_fired_time: 0.0000000000, propagate_forward_time: 13.5037717819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6474103928
validation[          , genome  5972] predictions:    9790/  10000 (97.90%), best:    9808/10000 (98.08%), error:       715.45605, best error:       635.88373 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 181.6606445313s, input_fired_time: 2.4120221138, output_fired_time: 2.2451286316, propagate_forward_time: 68.6762084961, propagate_backward_time: 104.6431961060, weight_update_time: 0.1931904852, other_time: 3.6840896606
epoch time: 14.6672325134s, input_fired_time: 0.3000684083, output_fired_time: 0.0000000000, propagate_forward_time: 13.7179851532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6491785049
validation[          , genome  5972] predictions:    9696/  10000 (96.96%), best:    9808/10000 (98.08%), error:      1009.79523, best error:       635.88373 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 181.3287048340s, input_fired_time: 2.4006357193, output_fired_time: 2.2422401905, propagate_forward_time: 68.5165863037, propagate_backward_time: 104.5398254395, weight_update_time: 0.1919468045, other_time: 3.6294250488
epoch time: 14.7235355377s, input_fired_time: 0.2997293472, output_fired_time: 0.0000000000, propagate_forward_time: 13.7701177597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6536884308
validation[          , genome  5972] predictions:    9720/  10000 (97.20%), best:    9808/10000 (98.08%), error:       842.30219, best error:       635.88373 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 180.5454406738s, input_fired_time: 2.4067494869, output_fired_time: 2.2348883152, propagate_forward_time: 68.1054306030, propagate_backward_time: 104.1255722046, weight_update_time: 0.1928392351, other_time: 3.6727905273
epoch time: 14.6833305359s, input_fired_time: 0.3016858101, output_fired_time: 0.0000000000, propagate_forward_time: 13.7224750519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6591701508
validation[          , genome  5972] predictions:    9779/  10000 (97.79%), best:    9808/10000 (98.08%), error:       694.39325, best error:       635.88373 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 180.4004669189s, input_fired_time: 2.4027969837, output_fired_time: 2.2331111431, propagate_forward_time: 68.0547332764, propagate_backward_time: 104.0497741699, weight_update_time: 0.1919847727, other_time: 3.6600494385
epoch time: 14.6320695877s, input_fired_time: 0.2983670235, output_fired_time: 0.0000000000, propagate_forward_time: 13.6824207306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512813568
validation[          , genome  5972] predictions:    9767/  10000 (97.67%), best:    9808/10000 (98.08%), error:       725.86993, best error:       635.88373 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 181.0887908936s, input_fired_time: 2.4093708992, output_fired_time: 2.2371966839, propagate_forward_time: 68.4367523193, propagate_backward_time: 104.3373260498, weight_update_time: 0.1926922649, other_time: 3.6681365967
epoch time: 14.5279150009s, input_fired_time: 0.2972892523, output_fired_time: 0.0000000000, propagate_forward_time: 13.5677471161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628789902
validation[          , genome  5972] predictions:    9798/  10000 (97.98%), best:    9808/10000 (98.08%), error:       651.32410, best error:       635.88373 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 180.7926940918s, input_fired_time: 2.4077162743, output_fired_time: 2.2419207096, propagate_forward_time: 68.2383728027, propagate_backward_time: 104.2535095215, weight_update_time: 0.1915485263, other_time: 3.6511688232
epoch time: 14.6687316895s, input_fired_time: 0.2976737916, output_fired_time: 0.0000000000, propagate_forward_time: 13.7233238220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477336884
validation[          , genome  5972] predictions:    9783/  10000 (97.83%), best:    9808/10000 (98.08%), error:       724.25891, best error:       635.88373 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 181.2204589844s, input_fired_time: 2.4137148857, output_fired_time: 2.2373547554, propagate_forward_time: 68.4398880005, propagate_backward_time: 104.4381866455, weight_update_time: 0.1933476329, other_time: 3.6913223267
epoch time: 14.7104578018s, input_fired_time: 0.2986480296, output_fired_time: 0.0000000000, propagate_forward_time: 13.7693233490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424865723
validation[          , genome  5972] predictions:    9760/  10000 (97.60%), best:    9808/10000 (98.08%), error:       771.14264, best error:       635.88373 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 180.8374023438s, input_fired_time: 2.4062359333, output_fired_time: 2.2387809753, propagate_forward_time: 68.3548202515, propagate_backward_time: 104.2006378174, weight_update_time: 0.1922182143, other_time: 3.6369247437
epoch time: 14.7185468674s, input_fired_time: 0.3040020168, output_fired_time: 0.0000000000, propagate_forward_time: 13.7466287613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679162979
validation[          , genome  5972] predictions:    9779/  10000 (97.79%), best:    9808/10000 (98.08%), error:       726.91522, best error:       635.88373 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 181.4412536621s, input_fired_time: 2.4162375927, output_fired_time: 2.2482876778, propagate_forward_time: 68.5317840576, propagate_backward_time: 104.5499649048, weight_update_time: 0.1938442737, other_time: 3.6949691772
epoch time: 14.6526880264s, input_fired_time: 0.2994810939, output_fired_time: 0.0000000000, propagate_forward_time: 13.6975746155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6556320190
validation[          , genome  5972] predictions:    9800/  10000 (98.00%), best:    9808/10000 (98.08%), error:       669.23517, best error:       635.88373 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 181.5411224365s, input_fired_time: 2.4099402428, output_fired_time: 2.2492201328, propagate_forward_time: 68.4691925049, propagate_backward_time: 104.7361450195, weight_update_time: 0.1928300261, other_time: 3.6766204834
epoch time: 14.5284261703s, input_fired_time: 0.2992972732, output_fired_time: 0.0000000000, propagate_forward_time: 13.5769519806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521768570
validation[          , genome  5972] predictions:    9742/  10000 (97.42%), best:    9808/10000 (98.08%), error:       828.66528, best error:       635.88373 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 181.3563232422s, input_fired_time: 2.4173500538, output_fired_time: 2.2417252064, propagate_forward_time: 68.5106277466, propagate_backward_time: 104.4920349121, weight_update_time: 0.1934050322, other_time: 3.6945877075
epoch time: 14.6723289490s, input_fired_time: 0.3034706414, output_fired_time: 0.0000000000, propagate_forward_time: 13.7046861649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641721725
validation[          , genome  5972] predictions:    9795/  10000 (97.95%), best:    9808/10000 (98.08%), error:       675.26276, best error:       635.88373 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 181.0651397705s, input_fired_time: 2.4168465137, output_fired_time: 2.2377178669, propagate_forward_time: 68.3669433594, propagate_backward_time: 104.3602294922, weight_update_time: 0.1929370016, other_time: 3.6834106445
epoch time: 14.7619085312s, input_fired_time: 0.3010590672, output_fired_time: 0.0000000000, propagate_forward_time: 13.7999734879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6608762741
validation[          , genome  5972] predictions:    9792/  10000 (97.92%), best:    9808/10000 (98.08%), error:       672.34918, best error:       635.88373 on epoch:    57, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 181.8648529053s, input_fired_time: 2.4226822853, output_fired_time: 2.2455213070, propagate_forward_time: 68.7968902588, propagate_backward_time: 104.7047500610, weight_update_time: 0.1944576055, other_time: 3.6950149536
epoch time: 14.7075014114s, input_fired_time: 0.3005203903, output_fired_time: 0.0000000000, propagate_forward_time: 13.7529592514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540222168
validation[          , genome  5972] predictions:    9760/  10000 (97.60%), best:    9808/10000 (98.08%), error:       753.76813, best error:       635.88373 on epoch:    57, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 181.5625762939s, input_fired_time: 2.4171657562, output_fired_time: 2.2456712723, propagate_forward_time: 68.6048278809, propagate_backward_time: 104.6229248047, weight_update_time: 0.1931838095, other_time: 3.6719970703
epoch time: 14.5668096542s, input_fired_time: 0.3006531298, output_fired_time: 0.0000000000, propagate_forward_time: 13.6154041290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6507520676
validation[          , genome  5972] predictions:    9777/  10000 (97.77%), best:    9808/10000 (98.08%), error:       741.67029, best error:       635.88373 on epoch:    57, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 180.6021575928s, input_fired_time: 2.4096713066, output_fired_time: 2.2337865829, propagate_forward_time: 68.1903762817, propagate_backward_time: 104.1024475098, weight_update_time: 0.1918090880, other_time: 3.6658859253
epoch time: 14.7019491196s, input_fired_time: 0.3015383184, output_fired_time: 0.0000000000, propagate_forward_time: 13.7406311035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6597795486
validation[          , genome  5972] predictions:    9769/  10000 (97.69%), best:    9808/10000 (98.08%), error:       723.45874, best error:       635.88373 on epoch:    57, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 180.2819213867s, input_fired_time: 2.4159433842, output_fired_time: 2.2302126884, propagate_forward_time: 68.0496063232, propagate_backward_time: 103.8971176147, weight_update_time: 0.1927117705, other_time: 3.6890487671
epoch time: 14.7095489502s, input_fired_time: 0.3035714626, output_fired_time: 0.0000000000, propagate_forward_time: 13.7459478378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600294113
validation[          , genome  5972] predictions:    9761/  10000 (97.61%), best:    9808/10000 (98.08%), error:       789.69220, best error:       635.88373 on epoch:    57, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 180.3531341553s, input_fired_time: 2.4115788937, output_fired_time: 2.2375824451, propagate_forward_time: 68.0404891968, propagate_backward_time: 103.9935607910, weight_update_time: 0.1923923045, other_time: 3.6699295044
epoch time: 14.4652700424s, input_fired_time: 0.2990070283, output_fired_time: 0.0000000000, propagate_forward_time: 13.5187883377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6474742889
validation[          , genome  5972] predictions:    9793/  10000 (97.93%), best:    9808/10000 (98.08%), error:       699.45593, best error:       635.88373 on epoch:    57, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 181.0685272217s, input_fired_time: 2.4171612263, output_fired_time: 2.2353281975, propagate_forward_time: 68.3338088989, propagate_backward_time: 104.4030151367, weight_update_time: 0.1930292398, other_time: 3.6792221069
epoch time: 14.7163181305s, input_fired_time: 0.3031563163, output_fired_time: 0.0000000000, propagate_forward_time: 13.7508659363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622962952
validation[          , genome  5972] predictions:    9788/  10000 (97.88%), best:    9808/10000 (98.08%), error:       692.27307, best error:       635.88373 on epoch:    57, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 181.8117065430s, input_fired_time: 2.4388334751, output_fired_time: 2.2423944473, propagate_forward_time: 68.7234344482, propagate_backward_time: 104.6928024292, weight_update_time: 0.1949727386, other_time: 3.7142410278
epoch time: 14.6724424362s, input_fired_time: 0.3012393713, output_fired_time: 0.0000000000, propagate_forward_time: 13.7229213715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6482820511
validation[          , genome  5972] predictions:    9774/  10000 (97.74%), best:    9808/10000 (98.08%), error:       722.04962, best error:       635.88373 on epoch:    57, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 180.6450500488s, input_fired_time: 2.4159760475, output_fired_time: 2.2325332165, propagate_forward_time: 68.2386550903, propagate_backward_time: 104.0865554810, weight_update_time: 0.1920543164, other_time: 3.6713409424
epoch time: 14.7613534927s, input_fired_time: 0.3041295707, output_fired_time: 0.0000000000, propagate_forward_time: 13.7858133316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714105606
validation[          , genome  5972] predictions:    9742/  10000 (97.42%), best:    9808/10000 (98.08%), error:       814.82117, best error:       635.88373 on epoch:    57, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 180.2199707031s, input_fired_time: 2.4155457020, output_fired_time: 2.2310130596, propagate_forward_time: 68.1325912476, propagate_backward_time: 103.7921066284, weight_update_time: 0.1918306649, other_time: 3.6487121582
epoch time: 14.7408342361s, input_fired_time: 0.3013089299, output_fired_time: 0.0000000000, propagate_forward_time: 13.7790317535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6604938507
validation[          , genome  5972] predictions:    9774/  10000 (97.74%), best:    9808/10000 (98.08%), error:       757.82788, best error:       635.88373 on epoch:    57, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 180.2795562744s, input_fired_time: 2.4114875793, output_fired_time: 2.2242267132, propagate_forward_time: 67.8206710815, propagate_backward_time: 104.1387710571, weight_update_time: 0.1934157908, other_time: 3.6844024658
epoch time: 14.7404413223s, input_fired_time: 0.3030706346, output_fired_time: 0.0000000000, propagate_forward_time: 13.7768135071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6605567932
validation[          , genome  5972] predictions:    9778/  10000 (97.78%), best:    9808/10000 (98.08%), error:       744.39270, best error:       635.88373 on epoch:    57, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 181.5306854248s, input_fired_time: 2.4234321117, output_fired_time: 2.2469441891, propagate_forward_time: 68.5301132202, propagate_backward_time: 104.6417999268, weight_update_time: 0.1937029511, other_time: 3.6883926392
epoch time: 14.6001844406s, input_fired_time: 0.3010058403, output_fired_time: 0.0000000000, propagate_forward_time: 13.6375465393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616325378
validation[          , genome  5972] predictions:    9779/  10000 (97.79%), best:    9808/10000 (98.08%), error:       708.83820, best error:       635.88373 on epoch:    57, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 181.3213500977s, input_fired_time: 2.4262139797, output_fired_time: 2.2421736717, propagate_forward_time: 68.4579238892, propagate_backward_time: 104.5022125244, weight_update_time: 0.1936590075, other_time: 3.6928329468
epoch time: 14.6871232986s, input_fired_time: 0.3015080392, output_fired_time: 0.0000000000, propagate_forward_time: 13.7236623764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6619529724
validation[          , genome  5972] predictions:    9769/  10000 (97.69%), best:    9808/10000 (98.08%), error:       728.03766, best error:       635.88373 on epoch:    57, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 181.6175994873s, input_fired_time: 2.4220416546, output_fired_time: 2.2460737228, propagate_forward_time: 68.6636123657, propagate_backward_time: 104.6207962036, weight_update_time: 0.1930900961, other_time: 3.6650695801
epoch time: 14.3916091919s, input_fired_time: 0.2999260128, output_fired_time: 0.0000000000, propagate_forward_time: 13.4361162186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6555671692
validation[          , genome  5972] predictions:    9800/  10000 (98.00%), best:    9808/10000 (98.08%), error:       649.78058, best error:       635.88373 on epoch:    57, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 180.9158325195s, input_fired_time: 2.4267158508, output_fired_time: 2.2394313812, propagate_forward_time: 68.2094345093, propagate_backward_time: 104.3495025635, weight_update_time: 0.1939835846, other_time: 3.6907577515
epoch time: 14.7571887970s, input_fired_time: 0.3059671223, output_fired_time: 0.0000000000, propagate_forward_time: 13.7832431793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6679782867
validation[          , genome  5972] predictions:    9786/  10000 (97.86%), best:    9808/10000 (98.08%), error:       662.87372, best error:       635.88373 on epoch:    57, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 181.3326568604s, input_fired_time: 2.4289143085, output_fired_time: 2.2488684654, propagate_forward_time: 68.4766159058, propagate_backward_time: 104.4906005859, weight_update_time: 0.1934741288, other_time: 3.6876602173
epoch time: 14.7247247696s, input_fired_time: 0.3019597232, output_fired_time: 0.0000000000, propagate_forward_time: 13.7763195038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6464452744
validation[          , genome  5972] predictions:    9787/  10000 (97.87%), best:    9808/10000 (98.08%), error:       666.38263, best error:       635.88373 on epoch:    57, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 181.0914916992s, input_fired_time: 2.4285645485, output_fired_time: 2.2459931374, propagate_forward_time: 68.3974838257, propagate_backward_time: 104.3260955811, weight_update_time: 0.1931720376, other_time: 3.6933670044
epoch time: 14.4722862244s, input_fired_time: 0.3021486700, output_fired_time: 0.0000000000, propagate_forward_time: 13.5090532303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6610841751
validation[          , genome  5972] predictions:    9709/  10000 (97.09%), best:    9808/10000 (98.08%), error:       952.18933, best error:       635.88373 on epoch:    57, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 181.4870452881s, input_fired_time: 2.4301383495, output_fired_time: 2.2487719059, propagate_forward_time: 68.6080703735, propagate_backward_time: 104.5072250366, weight_update_time: 0.1935734749, other_time: 3.6928253174
epoch time: 14.7292451859s, input_fired_time: 0.3057561517, output_fired_time: 0.0000000000, propagate_forward_time: 13.7488002777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746883392
validation[          , genome  5972] predictions:    9802/  10000 (98.02%), best:    9808/10000 (98.08%), error:       653.32666, best error:       635.88373 on epoch:    57, 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: 72.0979003906s, input_fired_time: 1.4788995981, output_fired_time: 0.0000000000, propagate_forward_time: 67.2202835083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3987197876
best training[          , genome  5972] predictions:   49645/  50000 (99.29%), best:    9808/10000 (98.08%), error:      1329.64746, best error:       635.88373 on epoch:    57, 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: 14.6979246140s, input_fired_time: 0.2972804904, output_fired_time: 0.0000000000, propagate_forward_time: 13.7499599457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6506843567
   testing[          , genome  5972] predictions:    9799/  10000 (97.99%), best:    9808/10000 (98.08%), error:       651.40704, best error:       635.88373 on epoch:    57, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:55:59 (488): called boinc_finish(0)

</stderr_txt>
]]>