Nameexact_genome_1512568488_44_2261_0
Workunit2582589
Created6 Dec 2017, 22:51:05 UTC
Sent6 Dec 2017, 22:56:48 UTC
Report deadline9 Dec 2017, 22:28:54 UTC
Received7 Dec 2017, 0:29:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 32 min 42 sec
CPU time1 hours 32 min 28 sec
Validate stateValid
Credit745.16
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.22 MB
Peak swap size150.20 MB
Peak disk usage0.88 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 50.7854118347s, input_fired_time: 0.4224064648, output_fired_time: 0.3004135489, propagate_forward_time: 19.6928424835, propagate_backward_time: 28.3264636993, weight_update_time: 0.0903340504, other_time: 2.0432853699
epoch time: 4.3564572334s, input_fired_time: 0.0478787012, output_fired_time: 0.0000000000, propagate_forward_time: 3.9361937046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723847866
validation[          , genome  2261] predictions:    9473/  10000 (94.73%), best:    9499/10000 (94.99%), error:      1835.92627, best error:      1742.10144 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 50.7056350708s, input_fired_time: 0.4222930372, output_fired_time: 0.2961100936, propagate_forward_time: 19.6555099487, propagate_backward_time: 28.2714996338, weight_update_time: 0.0909147635, other_time: 2.0602226257
epoch time: 4.3401341438s, input_fired_time: 0.0481118709, output_fired_time: 0.0000000000, propagate_forward_time: 3.9226386547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693835735
validation[          , genome  2261] predictions:    9495/  10000 (94.95%), best:    9499/10000 (94.99%), error:      1763.73022, best error:      1742.10144 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 50.8990478516s, input_fired_time: 0.4241228998, output_fired_time: 0.3014395237, propagate_forward_time: 19.7000808716, propagate_backward_time: 28.4125728607, weight_update_time: 0.0908776894, other_time: 2.0608310699
epoch time: 4.3719611168s, input_fired_time: 0.0492495783, output_fired_time: 0.0000000000, propagate_forward_time: 3.9463965893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763148785
validation[          , genome  2261] predictions:    9438/  10000 (94.38%), best:    9499/10000 (94.99%), error:      1912.00989, best error:      1742.10144 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 50.5334892273s, input_fired_time: 0.4214360118, output_fired_time: 0.2985635102, propagate_forward_time: 19.5875968933, propagate_backward_time: 28.1846809387, weight_update_time: 0.0900134370, other_time: 2.0412101746
epoch time: 4.3649268150s, input_fired_time: 0.0473473035, output_fired_time: 0.0000000000, propagate_forward_time: 3.9467117786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708679676
validation[          , genome  2261] predictions:    9377/  10000 (93.77%), best:    9499/10000 (94.99%), error:      2076.21655, best error:      1742.10144 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 50.7452201843s, input_fired_time: 0.4211245477, output_fired_time: 0.3004095554, propagate_forward_time: 19.6804027557, propagate_backward_time: 28.3061256409, weight_update_time: 0.0899826437, other_time: 2.0371570587
epoch time: 3.7066705227s, input_fired_time: 0.0436226241, output_fired_time: 0.0000000000, propagate_forward_time: 3.3202805519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427672386
validation[          , genome  2261] predictions:    9488/  10000 (94.88%), best:    9499/10000 (94.99%), error:      1742.92737, best error:      1742.10144 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 46.4894638062s, input_fired_time: 0.4029007852, output_fired_time: 0.2767910361, propagate_forward_time: 17.9820156097, propagate_backward_time: 25.8663272858, weight_update_time: 0.0830258206, other_time: 1.9614295959
epoch time: 4.3562850952s, input_fired_time: 0.0480859242, output_fired_time: 0.0000000000, propagate_forward_time: 3.9411346912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670647144
validation[          , genome  2261] predictions:    9465/  10000 (94.65%), best:    9499/10000 (94.99%), error:      1776.73425, best error:      1742.10144 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.4676132202s, input_fired_time: 0.4186440408, output_fired_time: 0.2930389941, propagate_forward_time: 19.1412754059, propagate_backward_time: 27.5850143433, weight_update_time: 0.0937862098, other_time: 2.0296421051
epoch time: 4.3451457024s, input_fired_time: 0.0487407036, output_fired_time: 0.0000000000, propagate_forward_time: 3.9279961586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684086800
validation[          , genome  2261] predictions:    9486/  10000 (94.86%), best:    9486/10000 (94.86%), error:      1673.23340, best error:      1673.23340 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 50.4450798035s, input_fired_time: 0.4209546745, output_fired_time: 0.2976714969, propagate_forward_time: 19.5429878235, propagate_backward_time: 28.1331768036, weight_update_time: 0.0893814117, other_time: 2.0502872467
epoch time: 4.3444929123s, input_fired_time: 0.0474473909, output_fired_time: 0.0000000000, propagate_forward_time: 3.9275059700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695397377
validation[          , genome  2261] predictions:    9430/  10000 (94.30%), best:    9486/10000 (94.86%), error:      1907.55359, best error:      1673.23340 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 50.7967987061s, input_fired_time: 0.4232473671, output_fired_time: 0.3024123013, propagate_forward_time: 19.6639251709, propagate_backward_time: 28.3464317322, weight_update_time: 0.0909665227, other_time: 2.0607795715
epoch time: 4.3449411392s, input_fired_time: 0.0479496755, output_fired_time: 0.0000000000, propagate_forward_time: 3.9291942120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677971363
validation[          , genome  2261] predictions:    9480/  10000 (94.80%), best:    9486/10000 (94.86%), error:      1717.12842, best error:      1673.23340 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 50.7621307373s, input_fired_time: 0.4213527143, output_fired_time: 0.3011854589, propagate_forward_time: 19.6606731415, propagate_backward_time: 28.3367881775, weight_update_time: 0.0902078748, other_time: 2.0421314240
epoch time: 4.3502898216s, input_fired_time: 0.0479335338, output_fired_time: 0.0000000000, propagate_forward_time: 3.9319472313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704090118
validation[          , genome  2261] predictions:    9476/  10000 (94.76%), best:    9486/10000 (94.86%), error:      1795.63721, best error:      1673.23340 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 50.7692031860s, input_fired_time: 0.4228108525, output_fired_time: 0.3012565374, propagate_forward_time: 19.6604309082, propagate_backward_time: 28.3367977142, weight_update_time: 0.0905129984, other_time: 2.0479068756
epoch time: 4.3488798141s, input_fired_time: 0.0487031825, output_fired_time: 0.0000000000, propagate_forward_time: 3.9324235916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677530289
validation[          , genome  2261] predictions:    9501/  10000 (95.01%), best:    9486/10000 (94.86%), error:      1679.63928, best error:      1673.23340 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 50.6220054626s, input_fired_time: 0.4212048948, output_fired_time: 0.3011455536, propagate_forward_time: 19.6078968048, propagate_backward_time: 28.2599830627, weight_update_time: 0.0897808224, other_time: 2.0317783356
epoch time: 4.3554844856s, input_fired_time: 0.0480173230, output_fired_time: 0.0000000000, propagate_forward_time: 3.9390373230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684296608
validation[          , genome  2261] predictions:    9475/  10000 (94.75%), best:    9486/10000 (94.86%), error:      1756.05701, best error:      1673.23340 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 50.7657165527s, input_fired_time: 0.4238502383, output_fired_time: 0.3006088734, propagate_forward_time: 19.6896667480, propagate_backward_time: 28.3027000427, weight_update_time: 0.0907987952, other_time: 2.0488891602
epoch time: 4.3596234322s, input_fired_time: 0.0486627854, output_fired_time: 0.0000000000, propagate_forward_time: 3.9386494160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723113537
validation[          , genome  2261] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1662.96033, best error:      1662.96033 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.7305717468s, input_fired_time: 0.4241735041, output_fired_time: 0.3000859320, propagate_forward_time: 19.6945953369, propagate_backward_time: 28.2861328125, weight_update_time: 0.0896953940, other_time: 2.0255813599
epoch time: 4.3532147408s, input_fired_time: 0.0479765385, output_fired_time: 0.0000000000, propagate_forward_time: 3.9381959438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670423031
validation[          , genome  2261] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1659.71790, best error:      1659.71790 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 50.4953536987s, input_fired_time: 0.4225436151, output_fired_time: 0.2986610532, propagate_forward_time: 19.6001720428, propagate_backward_time: 28.1471710205, weight_update_time: 0.0898126364, other_time: 2.0268077850
epoch time: 4.3437623978s, input_fired_time: 0.0478346199, output_fired_time: 0.0000000000, propagate_forward_time: 3.9278919697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680360317
validation[          , genome  2261] predictions:    9412/  10000 (94.12%), best:    9510/10000 (95.10%), error:      1930.23328, best error:      1659.71790 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 50.6651115417s, input_fired_time: 0.4209496677, output_fired_time: 0.2968707979, propagate_forward_time: 19.6085071564, propagate_backward_time: 28.3065452576, weight_update_time: 0.0902093425, other_time: 2.0322399139
epoch time: 4.3419909477s, input_fired_time: 0.0481135882, output_fired_time: 0.0000000000, propagate_forward_time: 3.9298768044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640003204
validation[          , genome  2261] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1611.58813, best error:      1611.58813 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 50.6668281555s, input_fired_time: 0.4211855531, output_fired_time: 0.2956736386, propagate_forward_time: 19.6165962219, propagate_backward_time: 28.3185844421, weight_update_time: 0.0905040205, other_time: 2.0147895813
epoch time: 4.3436579704s, input_fired_time: 0.0476284362, output_fired_time: 0.0000000000, propagate_forward_time: 3.9263076782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697218895
validation[          , genome  2261] predictions:    9442/  10000 (94.42%), best:    9520/10000 (95.20%), error:      1861.79065, best error:      1611.58813 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 50.5807609558s, input_fired_time: 0.4250233471, output_fired_time: 0.3007627130, propagate_forward_time: 19.5848560333, propagate_backward_time: 28.2238559723, weight_update_time: 0.0905156508, other_time: 2.0462646484
epoch time: 4.3453493118s, input_fired_time: 0.0485912561, output_fired_time: 0.0000000000, propagate_forward_time: 3.9278466702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689115047
validation[          , genome  2261] predictions:    9511/  10000 (95.11%), best:    9520/10000 (95.20%), error:      1703.85486, best error:      1611.58813 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 50.7374992371s, input_fired_time: 0.4272388816, output_fired_time: 0.3027720749, propagate_forward_time: 19.6646060944, propagate_backward_time: 28.3029956818, weight_update_time: 0.0900580510, other_time: 2.0398864746
epoch time: 4.3541812897s, input_fired_time: 0.0496424921, output_fired_time: 0.0000000000, propagate_forward_time: 3.9362695217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682692051
validation[          , genome  2261] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1585.21912, best error:      1585.21912 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.7496757507s, input_fired_time: 0.4246094823, output_fired_time: 0.3020062745, propagate_forward_time: 19.6512546539, propagate_backward_time: 28.3194293976, weight_update_time: 0.0910822153, other_time: 2.0523757935
epoch time: 4.3458242416s, input_fired_time: 0.0477273650, output_fired_time: 0.0000000000, propagate_forward_time: 3.9268949032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712017536
validation[          , genome  2261] predictions:    9490/  10000 (94.90%), best:    9527/10000 (95.27%), error:      1775.27454, best error:      1585.21912 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 50.7463684082s, input_fired_time: 0.4245738387, output_fired_time: 0.3019547164, propagate_forward_time: 19.6528110504, propagate_backward_time: 28.3215427399, weight_update_time: 0.0905219018, other_time: 2.0454864502
epoch time: 4.3450231552s, input_fired_time: 0.0483903177, output_fired_time: 0.0000000000, propagate_forward_time: 3.9271845818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694481850
validation[          , genome  2261] predictions:    9497/  10000 (94.97%), best:    9527/10000 (95.27%), error:      1697.96240, best error:      1585.21912 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 50.6919822693s, input_fired_time: 0.4227316082, output_fired_time: 0.3005359173, propagate_forward_time: 19.6242313385, propagate_backward_time: 28.3069286346, weight_update_time: 0.0899805948, other_time: 2.0375518799
epoch time: 4.3408188820s, input_fired_time: 0.0477421954, output_fired_time: 0.0000000000, propagate_forward_time: 3.9267206192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663558960
validation[          , genome  2261] predictions:    9529/  10000 (95.29%), best:    9527/10000 (95.27%), error:      1619.07153, best error:      1585.21912 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 50.7016525269s, input_fired_time: 0.4239563346, output_fired_time: 0.3008015156, propagate_forward_time: 19.6353874207, propagate_backward_time: 28.3138256073, weight_update_time: 0.0896442309, other_time: 2.0276813507
epoch time: 4.3449463844s, input_fired_time: 0.0492591113, output_fired_time: 0.0000000000, propagate_forward_time: 3.9264175892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692696095
validation[          , genome  2261] predictions:    9514/  10000 (95.14%), best:    9527/10000 (95.27%), error:      1653.92468, best error:      1585.21912 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 50.2834854126s, input_fired_time: 0.4271811843, output_fired_time: 0.2976510525, propagate_forward_time: 19.4989204407, propagate_backward_time: 28.0236072540, weight_update_time: 0.0891686752, other_time: 2.0361270905
epoch time: 4.3426213264s, input_fired_time: 0.0492058583, output_fired_time: 0.0000000000, propagate_forward_time: 3.9232144356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702011108
validation[          , genome  2261] predictions:    9521/  10000 (95.21%), best:    9527/10000 (95.27%), error:      1640.71863, best error:      1585.21912 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 48.9078102112s, input_fired_time: 0.4181551039, output_fired_time: 0.2903441787, propagate_forward_time: 18.9634094238, propagate_backward_time: 27.2309226990, weight_update_time: 0.0878147855, other_time: 2.0049781799
epoch time: 4.3448286057s, input_fired_time: 0.0488481857, output_fired_time: 0.0000000000, propagate_forward_time: 3.9290831089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668973446
validation[          , genome  2261] predictions:    9463/  10000 (94.63%), best:    9527/10000 (95.27%), error:      1783.36670, best error:      1585.21912 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 50.4183578491s, input_fired_time: 0.4195914865, output_fired_time: 0.2918656468, propagate_forward_time: 19.6064796448, propagate_backward_time: 28.1099548340, weight_update_time: 0.0892037898, other_time: 1.9904670715
epoch time: 4.3244905472s, input_fired_time: 0.0492047034, output_fired_time: 0.0000000000, propagate_forward_time: 3.9140937328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611919880
validation[          , genome  2261] predictions:    9540/  10000 (95.40%), best:    9527/10000 (95.27%), error:      1590.13257, best error:      1585.21912 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 50.5430755615s, input_fired_time: 0.4252882004, output_fired_time: 0.3010383248, propagate_forward_time: 19.5821685791, propagate_backward_time: 28.2330627441, weight_update_time: 0.0894840136, other_time: 2.0015182495
epoch time: 4.3345713615s, input_fired_time: 0.0491800047, output_fired_time: 0.0000000000, propagate_forward_time: 3.9153828621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700084686
validation[          , genome  2261] predictions:    9507/  10000 (95.07%), best:    9527/10000 (95.27%), error:      1690.58154, best error:      1585.21912 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 50.5704879761s, input_fired_time: 0.4256175160, output_fired_time: 0.2997815907, propagate_forward_time: 19.5849704742, propagate_backward_time: 28.2311306000, weight_update_time: 0.0900899917, other_time: 2.0289878845
epoch time: 4.3344378471s, input_fired_time: 0.0484773889, output_fired_time: 0.0000000000, propagate_forward_time: 3.9172677994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686928749
validation[          , genome  2261] predictions:    9526/  10000 (95.26%), best:    9527/10000 (95.27%), error:      1628.85596, best error:      1585.21912 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 50.5981254578s, input_fired_time: 0.4264234006, output_fired_time: 0.3006730080, propagate_forward_time: 19.5860004425, propagate_backward_time: 28.2465972900, weight_update_time: 0.0907271579, other_time: 2.0384311676
epoch time: 4.3353438377s, input_fired_time: 0.0492799394, output_fired_time: 0.0000000000, propagate_forward_time: 3.9182634354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678002357
validation[          , genome  2261] predictions:    9505/  10000 (95.05%), best:    9527/10000 (95.27%), error:      1684.11182, best error:      1585.21912 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 50.5080451965s, input_fired_time: 0.4242783785, output_fired_time: 0.2995734811, propagate_forward_time: 19.5736846924, propagate_backward_time: 28.1825160980, weight_update_time: 0.0896887854, other_time: 2.0279941559
epoch time: 4.3429250717s, input_fired_time: 0.0486132987, output_fired_time: 0.0000000000, propagate_forward_time: 3.9350268841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592851162
validation[          , genome  2261] predictions:    9530/  10000 (95.30%), best:    9527/10000 (95.27%), error:      1587.24109, best error:      1585.21912 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 50.7119903564s, input_fired_time: 0.4250929058, output_fired_time: 0.2996662557, propagate_forward_time: 19.6633110046, propagate_backward_time: 28.2861309052, weight_update_time: 0.0900919661, other_time: 2.0377864838
epoch time: 4.3494062424s, input_fired_time: 0.0491750725, output_fired_time: 0.0000000000, propagate_forward_time: 3.9326105118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676204681
validation[          , genome  2261] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1545.81958, best error:      1545.81958 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 50.7141799927s, input_fired_time: 0.4273729622, output_fired_time: 0.2997669578, propagate_forward_time: 19.6633243561, propagate_backward_time: 28.2903060913, weight_update_time: 0.0900235921, other_time: 2.0334110260
epoch time: 4.3491692543s, input_fired_time: 0.0491331704, output_fired_time: 0.0000000000, propagate_forward_time: 3.9317140579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683218956
validation[          , genome  2261] predictions:    9530/  10000 (95.30%), best:    9533/10000 (95.33%), error:      1581.78931, best error:      1545.81958 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 50.6272583008s, input_fired_time: 0.4272720218, output_fired_time: 0.2996221483, propagate_forward_time: 19.6488990784, propagate_backward_time: 28.2196502686, weight_update_time: 0.0902329236, other_time: 2.0318145752
epoch time: 4.3507642746s, input_fired_time: 0.0501734428, output_fired_time: 0.0000000000, propagate_forward_time: 3.9381411076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624498844
validation[          , genome  2261] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1609.41296, best error:      1545.81958 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 50.5624160767s, input_fired_time: 0.4230534434, output_fired_time: 0.2914972901, propagate_forward_time: 19.6852493286, propagate_backward_time: 28.1479682922, weight_update_time: 0.0898138583, other_time: 2.0146484375
epoch time: 4.3515162468s, input_fired_time: 0.0491911508, output_fired_time: 0.0000000000, propagate_forward_time: 3.9316868782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706383705
validation[          , genome  2261] predictions:    9493/  10000 (94.93%), best:    9533/10000 (95.33%), error:      1663.22473, best error:      1545.81958 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.6582107544s, input_fired_time: 0.4247654676, output_fired_time: 0.3041491210, propagate_forward_time: 19.6276626587, propagate_backward_time: 28.2804203033, weight_update_time: 0.0893502757, other_time: 2.0212116241
epoch time: 4.3480796814s, input_fired_time: 0.0486679263, output_fired_time: 0.0000000000, propagate_forward_time: 3.9296040535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698077202
validation[          , genome  2261] predictions:    9445/  10000 (94.45%), best:    9533/10000 (95.33%), error:      1827.76025, best error:      1545.81958 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 50.7070541382s, input_fired_time: 0.4278956950, output_fired_time: 0.3009637296, propagate_forward_time: 19.6324501038, propagate_backward_time: 28.3096580505, weight_update_time: 0.0900059044, other_time: 2.0360870361
epoch time: 4.3362016678s, input_fired_time: 0.0494826362, output_fired_time: 0.0000000000, propagate_forward_time: 3.9170994759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696193695
validation[          , genome  2261] predictions:    9515/  10000 (95.15%), best:    9533/10000 (95.33%), error:      1638.13879, best error:      1545.81958 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 50.7544517517s, input_fired_time: 0.4284027219, output_fired_time: 0.3019470274, propagate_forward_time: 19.6586017609, propagate_backward_time: 28.3276634216, weight_update_time: 0.0906368196, other_time: 2.0378360748
epoch time: 4.3625473976s, input_fired_time: 0.0490157641, output_fired_time: 0.0000000000, propagate_forward_time: 3.9430253506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705060482
validation[          , genome  2261] predictions:    9513/  10000 (95.13%), best:    9533/10000 (95.33%), error:      1596.04846, best error:      1545.81958 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 50.8556251526s, input_fired_time: 0.4300923347, output_fired_time: 0.3047814667, propagate_forward_time: 19.7037067413, propagate_backward_time: 28.3784675598, weight_update_time: 0.0906077698, other_time: 2.0385761261
epoch time: 4.3595471382s, input_fired_time: 0.0494060479, output_fired_time: 0.0000000000, propagate_forward_time: 3.9423532486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677878380
validation[          , genome  2261] predictions:    9526/  10000 (95.26%), best:    9533/10000 (95.33%), error:      1567.18335, best error:      1545.81958 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 50.6240158081s, input_fired_time: 0.4265285730, output_fired_time: 0.2955766022, propagate_forward_time: 19.6913585663, propagate_backward_time: 28.1972389221, weight_update_time: 0.0896220282, other_time: 2.0133113861
epoch time: 4.3469486237s, input_fired_time: 0.0499668531, output_fired_time: 0.0000000000, propagate_forward_time: 3.9324252605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645565510
validation[          , genome  2261] predictions:    9523/  10000 (95.23%), best:    9533/10000 (95.33%), error:      1612.99158, best error:      1545.81958 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 50.4127540588s, input_fired_time: 0.4262652695, output_fired_time: 0.2945331335, propagate_forward_time: 19.6338348389, propagate_backward_time: 28.0409183502, weight_update_time: 0.0896152630, other_time: 2.0172023773
epoch time: 4.3466434479s, input_fired_time: 0.0489717610, output_fired_time: 0.0000000000, propagate_forward_time: 3.9339957237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636760712
validation[          , genome  2261] predictions:    9524/  10000 (95.24%), best:    9533/10000 (95.33%), error:      1594.67578, best error:      1545.81958 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 50.2078247070s, input_fired_time: 0.4234720170, output_fired_time: 0.2918177247, propagate_forward_time: 19.5217227936, propagate_backward_time: 27.9514999390, weight_update_time: 0.0894481018, other_time: 2.0193119049
epoch time: 4.3489251137s, input_fired_time: 0.0486375354, output_fired_time: 0.0000000000, propagate_forward_time: 3.9300887585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701989651
validation[          , genome  2261] predictions:    9523/  10000 (95.23%), best:    9533/10000 (95.33%), error:      1632.03906, best error:      1545.81958 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 50.4580841064s, input_fired_time: 0.4295050204, output_fired_time: 0.2984158993, propagate_forward_time: 19.5651073456, propagate_backward_time: 28.1135482788, weight_update_time: 0.0889861882, other_time: 2.0515079498
epoch time: 4.3451743126s, input_fired_time: 0.0494061634, output_fired_time: 0.0000000000, propagate_forward_time: 3.9342732430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614950180
validation[          , genome  2261] predictions:    9495/  10000 (94.95%), best:    9533/10000 (95.33%), error:      1664.72900, best error:      1545.81958 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.7947998047s, input_fired_time: 0.4291220605, output_fired_time: 0.3008387685, propagate_forward_time: 19.6681995392, propagate_backward_time: 28.3248786926, weight_update_time: 0.0901877657, other_time: 2.0717601776
epoch time: 4.3527812958s, input_fired_time: 0.0495092832, output_fired_time: 0.0000000000, propagate_forward_time: 3.9320359230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712363243
validation[          , genome  2261] predictions:    9435/  10000 (94.35%), best:    9533/10000 (95.33%), error:      1824.97864, best error:      1545.81958 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 50.6473426819s, input_fired_time: 0.4291428030, output_fired_time: 0.3002991080, propagate_forward_time: 19.6099777222, propagate_backward_time: 28.2664165497, weight_update_time: 0.0900403485, other_time: 2.0415058136
epoch time: 4.3349456787s, input_fired_time: 0.0495198630, output_fired_time: 0.0000000000, propagate_forward_time: 3.9198937416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655319214
validation[          , genome  2261] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1508.46582, best error:      1508.46582 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 50.9122352600s, input_fired_time: 0.4321388602, output_fired_time: 0.2999419570, propagate_forward_time: 19.7020912170, propagate_backward_time: 28.3957176208, weight_update_time: 0.0911387503, other_time: 2.0823440552
epoch time: 4.3413443565s, input_fired_time: 0.0492152646, output_fired_time: 0.0000000000, propagate_forward_time: 3.9211883545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3709406853
validation[          , genome  2261] predictions:    9354/  10000 (93.54%), best:    9564/10000 (95.64%), error:      2104.53955, best error:      1508.46582 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 50.7364883423s, input_fired_time: 0.4291239679, output_fired_time: 0.2981679142, propagate_forward_time: 19.6141700745, propagate_backward_time: 28.3275184631, weight_update_time: 0.0901939124, other_time: 2.0675086975
epoch time: 4.3525781631s, input_fired_time: 0.0500710458, output_fired_time: 0.0000000000, propagate_forward_time: 3.9349734783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675334454
validation[          , genome  2261] predictions:    9532/  10000 (95.32%), best:    9564/10000 (95.64%), error:      1590.35864, best error:      1508.46582 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 50.7962760925s, input_fired_time: 0.4314784110, output_fired_time: 0.3021422327, propagate_forward_time: 19.6828346252, propagate_backward_time: 28.3220043182, weight_update_time: 0.0906990170, other_time: 2.0578174591
epoch time: 4.3687791824s, input_fired_time: 0.0516266488, output_fired_time: 0.0000000000, propagate_forward_time: 3.9421038628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750486374
validation[          , genome  2261] predictions:    9526/  10000 (95.26%), best:    9564/10000 (95.64%), error:      1657.81299, best error:      1508.46582 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 50.8068542480s, input_fired_time: 0.4324347675, output_fired_time: 0.3011648059, propagate_forward_time: 19.6971187592, propagate_backward_time: 28.3244972229, weight_update_time: 0.0904665813, other_time: 2.0516376495
epoch time: 4.3514332771s, input_fired_time: 0.0494893007, output_fired_time: 0.0000000000, propagate_forward_time: 3.9313533306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3705904484
validation[          , genome  2261] predictions:    9534/  10000 (95.34%), best:    9564/10000 (95.64%), error:      1555.96069, best error:      1508.46582 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.0036430359s, input_fired_time: 0.4320346713, output_fired_time: 0.2997571826, propagate_forward_time: 19.7796936035, propagate_backward_time: 28.4255466461, weight_update_time: 0.0905128717, other_time: 2.0666103363
epoch time: 4.3474140167s, input_fired_time: 0.0494465157, output_fired_time: 0.0000000000, propagate_forward_time: 3.9273195267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706479073
validation[          , genome  2261] predictions:    9479/  10000 (94.79%), best:    9564/10000 (95.64%), error:      1684.15466, best error:      1508.46582 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 50.9591522217s, input_fired_time: 0.4360395968, output_fired_time: 0.3036119342, propagate_forward_time: 19.7646560669, propagate_backward_time: 28.3690204620, weight_update_time: 0.0897351801, other_time: 2.0858249664
epoch time: 4.4824490547s, input_fired_time: 0.0521984324, output_fired_time: 0.0000000000, propagate_forward_time: 4.0491757393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810749054
validation[          , genome  2261] predictions:    9500/  10000 (95.00%), best:    9564/10000 (95.64%), error:      1714.39783, best error:      1508.46582 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.1140632629s, input_fired_time: 0.4327494204, output_fired_time: 0.2988656163, propagate_forward_time: 19.8256855011, propagate_backward_time: 28.4647254944, weight_update_time: 0.0906852856, other_time: 2.0920352936
epoch time: 4.5172553062s, input_fired_time: 0.0543459542, output_fired_time: 0.0000000000, propagate_forward_time: 4.0813612938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815479279
validation[          , genome  2261] predictions:    9542/  10000 (95.42%), best:    9564/10000 (95.64%), error:      1528.23853, best error:      1508.46582 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 50.0251998901s, input_fired_time: 0.4298114479, output_fired_time: 0.2955914438, propagate_forward_time: 19.3682804108, propagate_backward_time: 27.8768596649, weight_update_time: 0.0882882178, other_time: 2.0546569824
epoch time: 4.3625774384s, input_fired_time: 0.0509047806, output_fired_time: 0.0000000000, propagate_forward_time: 3.9391794205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724932671
validation[          , genome  2261] predictions:    9522/  10000 (95.22%), best:    9564/10000 (95.64%), error:      1608.63831, best error:      1508.46582 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 50.4213829041s, input_fired_time: 0.4391387701, output_fired_time: 0.2969439924, propagate_forward_time: 19.5349235535, propagate_backward_time: 28.0861682892, weight_update_time: 0.0894636139, other_time: 2.0642070770
epoch time: 4.3572201729s, input_fired_time: 0.0507761464, output_fired_time: 0.0000000000, propagate_forward_time: 3.9396922588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667519093
validation[          , genome  2261] predictions:    9478/  10000 (94.78%), best:    9564/10000 (95.64%), error:      1766.00146, best error:      1508.46582 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 50.0407600403s, input_fired_time: 0.4269088507, output_fired_time: 0.2878345251, propagate_forward_time: 19.4660415649, propagate_backward_time: 27.8054981232, weight_update_time: 0.0894708857, other_time: 2.0544757843
epoch time: 4.3512606621s, input_fired_time: 0.0503300913, output_fired_time: 0.0000000000, propagate_forward_time: 3.9301500320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707804680
validation[          , genome  2261] predictions:    9509/  10000 (95.09%), best:    9564/10000 (95.64%), error:      1632.48047, best error:      1508.46582 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.1180419922s, input_fired_time: 0.4351710379, output_fired_time: 0.3011630774, propagate_forward_time: 19.7981109619, propagate_backward_time: 28.5235404968, weight_update_time: 0.0895195752, other_time: 2.0600585938
epoch time: 4.5870361328s, input_fired_time: 0.0523933247, output_fired_time: 0.0000000000, propagate_forward_time: 4.1429357529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917069435
validation[          , genome  2261] predictions:    9520/  10000 (95.20%), best:    9564/10000 (95.64%), error:      1608.69092, best error:      1508.46582 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 50.5816078186s, input_fired_time: 0.4288460910, output_fired_time: 0.2921932638, propagate_forward_time: 19.6845474243, propagate_backward_time: 28.1586208344, weight_update_time: 0.0893014446, other_time: 2.0174007416
epoch time: 4.3523044586s, input_fired_time: 0.0491326153, output_fired_time: 0.0000000000, propagate_forward_time: 3.9354572296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677144051
validation[          , genome  2261] predictions:    9456/  10000 (94.56%), best:    9564/10000 (95.64%), error:      1778.36841, best error:      1508.46582 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.1154594421s, input_fired_time: 0.4336837828, output_fired_time: 0.2990490198, propagate_forward_time: 19.8539619446, propagate_backward_time: 28.4634666443, weight_update_time: 0.0951652303, other_time: 2.0652961731
epoch time: 4.3542637825s, input_fired_time: 0.0497652367, output_fired_time: 0.0000000000, propagate_forward_time: 3.9359130859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685855865
validation[          , genome  2261] predictions:    9476/  10000 (94.76%), best:    9564/10000 (95.64%), error:      1738.16370, best error:      1508.46582 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 50.2287025452s, input_fired_time: 0.4293065965, output_fired_time: 0.2935153246, propagate_forward_time: 19.4617385864, propagate_backward_time: 28.0020084381, weight_update_time: 0.0889066979, other_time: 2.0421352386
epoch time: 4.3445229530s, input_fired_time: 0.0499935560, output_fired_time: 0.0000000000, propagate_forward_time: 3.9272575378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672719002
validation[          , genome  2261] predictions:    9562/  10000 (95.62%), best:    9564/10000 (95.64%), error:      1512.10010, best error:      1508.46582 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 50.5253181458s, input_fired_time: 0.4305100739, output_fired_time: 0.2951127887, propagate_forward_time: 19.5981445312, propagate_backward_time: 28.1673088074, weight_update_time: 0.0892513245, other_time: 2.0342407227
epoch time: 4.3479347229s, input_fired_time: 0.0495820381, output_fired_time: 0.0000000000, propagate_forward_time: 3.9353890419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629636765
validation[          , genome  2261] predictions:    9553/  10000 (95.53%), best:    9553/10000 (95.53%), error:      1492.34827, best error:      1492.34827 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 50.7336502075s, input_fired_time: 0.4301278889, output_fired_time: 0.2949901819, propagate_forward_time: 19.7521209717, propagate_backward_time: 28.1751270294, weight_update_time: 0.0902951136, other_time: 2.0812854767
epoch time: 4.3574457169s, input_fired_time: 0.0515056476, output_fired_time: 0.0000000000, propagate_forward_time: 3.9380667210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678734303
validation[          , genome  2261] predictions:    9506/  10000 (95.06%), best:    9553/10000 (95.53%), error:      1679.13477, best error:      1492.34827 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 50.6130180359s, input_fired_time: 0.4423410296, output_fired_time: 0.3003462851, propagate_forward_time: 19.6180038452, propagate_backward_time: 28.1307296753, weight_update_time: 0.0911033452, other_time: 2.1215972900
epoch time: 4.3477988243s, input_fired_time: 0.0507619530, output_fired_time: 0.0000000000, propagate_forward_time: 3.9228439331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741927147
validation[          , genome  2261] predictions:    9554/  10000 (95.54%), best:    9553/10000 (95.53%), error:      1534.52686, best error:      1492.34827 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 50.8315162659s, input_fired_time: 0.4359165430, output_fired_time: 0.2990198731, propagate_forward_time: 19.6932353973, propagate_backward_time: 28.3102741241, weight_update_time: 0.0899450630, other_time: 2.0930709839
epoch time: 4.3553853035s, input_fired_time: 0.0502714440, output_fired_time: 0.0000000000, propagate_forward_time: 3.9338128567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713009357
validation[          , genome  2261] predictions:    9540/  10000 (95.40%), best:    9553/10000 (95.53%), error:      1547.43738, best error:      1492.34827 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.0004730225s, input_fired_time: 0.4514445662, output_fired_time: 0.3031168878, propagate_forward_time: 19.8133201599, propagate_backward_time: 28.3635768890, weight_update_time: 0.0895954818, other_time: 2.0690174103
epoch time: 4.4073143005s, input_fired_time: 0.0516391732, output_fired_time: 0.0000000000, propagate_forward_time: 3.9809119701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747632504
validation[          , genome  2261] predictions:    9557/  10000 (95.57%), best:    9553/10000 (95.53%), error:      1524.05396, best error:      1492.34827 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 50.9778594971s, input_fired_time: 0.4383294284, output_fired_time: 0.3014530838, propagate_forward_time: 19.8023109436, propagate_backward_time: 28.3579196930, weight_update_time: 0.0899372101, other_time: 2.0778484344
epoch time: 4.3328776360s, input_fired_time: 0.0502652340, output_fired_time: 0.0000000000, propagate_forward_time: 3.9146451950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679671288
validation[          , genome  2261] predictions:    9508/  10000 (95.08%), best:    9553/10000 (95.53%), error:      1638.32361, best error:      1492.34827 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 50.5989761353s, input_fired_time: 0.4331018031, output_fired_time: 0.2983120382, propagate_forward_time: 19.6676025391, propagate_backward_time: 28.1103458405, weight_update_time: 0.0896812901, other_time: 2.0896129608
epoch time: 4.3333821297s, input_fired_time: 0.0509921759, output_fired_time: 0.0000000000, propagate_forward_time: 3.9080045223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743855953
validation[          , genome  2261] predictions:    9546/  10000 (95.46%), best:    9553/10000 (95.53%), error:      1509.55005, best error:      1492.34827 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 50.3102264404s, input_fired_time: 0.4367785156, output_fired_time: 0.2984536886, propagate_forward_time: 19.4767608643, propagate_backward_time: 28.0079212189, weight_update_time: 0.0898412317, other_time: 2.0903110504
epoch time: 4.3674144745s, input_fired_time: 0.0508405007, output_fired_time: 0.0000000000, propagate_forward_time: 3.9427447319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738293648
validation[          , genome  2261] predictions:    9536/  10000 (95.36%), best:    9553/10000 (95.53%), error:      1565.91528, best error:      1492.34827 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 50.8838577271s, input_fired_time: 0.4356849790, output_fired_time: 0.3009172082, propagate_forward_time: 19.7112655640, propagate_backward_time: 28.3749637604, weight_update_time: 0.0906085670, other_time: 2.0610256195
epoch time: 4.3658380508s, input_fired_time: 0.0506830961, output_fired_time: 0.0000000000, propagate_forward_time: 3.9433665276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3717885017
validation[          , genome  2261] predictions:    9538/  10000 (95.38%), best:    9553/10000 (95.53%), error:      1552.15442, best error:      1492.34827 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 50.8764381409s, input_fired_time: 0.4372262061, output_fired_time: 0.3013877571, propagate_forward_time: 19.7092475891, propagate_backward_time: 28.3791465759, weight_update_time: 0.0907455310, other_time: 2.0494308472
epoch time: 4.3616881371s, input_fired_time: 0.0503403768, output_fired_time: 0.0000000000, propagate_forward_time: 3.9422504902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690974712
validation[          , genome  2261] predictions:    9549/  10000 (95.49%), best:    9553/10000 (95.53%), error:      1528.49060, best error:      1492.34827 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.6800651550s, input_fired_time: 0.4333027303, output_fired_time: 0.2946888804, propagate_forward_time: 19.6973686218, propagate_backward_time: 28.2249641418, weight_update_time: 0.0900328755, other_time: 2.0297393799
epoch time: 4.3647518158s, input_fired_time: 0.0517011546, output_fired_time: 0.0000000000, propagate_forward_time: 3.9408254623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722252846
validation[          , genome  2261] predictions:    9508/  10000 (95.08%), best:    9553/10000 (95.53%), error:      1674.59326, best error:      1492.34827 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 50.8857498169s, input_fired_time: 0.4379023314, output_fired_time: 0.3017602563, propagate_forward_time: 19.7166042328, propagate_backward_time: 28.3895740509, weight_update_time: 0.0908941850, other_time: 2.0399093628
epoch time: 4.3608341217s, input_fired_time: 0.0504745580, output_fired_time: 0.0000000000, propagate_forward_time: 3.9407122135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696472645
validation[          , genome  2261] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1478.09253, best error:      1478.09253 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.8506851196s, input_fired_time: 0.4373241663, output_fired_time: 0.3019450307, propagate_forward_time: 19.7113761902, propagate_backward_time: 28.3829822540, weight_update_time: 0.0903154463, other_time: 2.0170574188
epoch time: 4.3664698601s, input_fired_time: 0.0521898717, output_fired_time: 0.0000000000, propagate_forward_time: 3.9429867268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712933064
validation[          , genome  2261] predictions:    9489/  10000 (94.89%), best:    9564/10000 (95.64%), error:      1713.95581, best error:      1478.09253 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.6655349731s, input_fired_time: 0.4358734787, output_fired_time: 0.2999962568, propagate_forward_time: 19.6445636749, propagate_backward_time: 28.2543201447, weight_update_time: 0.0906691328, other_time: 2.0307807922
epoch time: 4.3422570229s, input_fired_time: 0.0505367219, output_fired_time: 0.0000000000, propagate_forward_time: 3.9238972664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678231239
validation[          , genome  2261] predictions:    9530/  10000 (95.30%), best:    9564/10000 (95.64%), error:      1564.40125, best error:      1478.09253 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 50.4660339355s, input_fired_time: 0.4295715094, output_fired_time: 0.2910656929, propagate_forward_time: 19.6458663940, propagate_backward_time: 28.1059951782, weight_update_time: 0.0895934328, other_time: 1.9935340881
epoch time: 4.3441925049s, input_fired_time: 0.0506072566, output_fired_time: 0.0000000000, propagate_forward_time: 3.9237923622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697929382
validation[          , genome  2261] predictions:    9545/  10000 (95.45%), best:    9564/10000 (95.64%), error:      1586.00281, best error:      1478.09253 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 50.6330184937s, input_fired_time: 0.4345579147, output_fired_time: 0.2985771596, propagate_forward_time: 19.6365985870, propagate_backward_time: 28.2535724640, weight_update_time: 0.0899955109, other_time: 2.0097122192
epoch time: 4.3496031761s, input_fired_time: 0.0505800471, output_fired_time: 0.0000000000, propagate_forward_time: 3.9325361252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664870262
validation[          , genome  2261] predictions:    9546/  10000 (95.46%), best:    9564/10000 (95.64%), error:      1515.05579, best error:      1478.09253 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 50.5480995178s, input_fired_time: 0.4335702956, output_fired_time: 0.2968036830, propagate_forward_time: 19.5753440857, propagate_backward_time: 28.2284584045, weight_update_time: 0.0899764150, other_time: 2.0139236450
epoch time: 4.3568911552s, input_fired_time: 0.0514149517, output_fired_time: 0.0000000000, propagate_forward_time: 3.9372251034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682510853
validation[          , genome  2261] predictions:    9565/  10000 (95.65%), best:    9564/10000 (95.64%), error:      1507.05078, best error:      1478.09253 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 50.6171951294s, input_fired_time: 0.4367781281, output_fired_time: 0.2981128693, propagate_forward_time: 19.6233005524, propagate_backward_time: 28.2333755493, weight_update_time: 0.0906463712, other_time: 2.0256252289
epoch time: 4.3401837349s, input_fired_time: 0.0515265167, output_fired_time: 0.0000000000, propagate_forward_time: 3.9190626144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695945740
validation[          , genome  2261] predictions:    9551/  10000 (95.51%), best:    9564/10000 (95.64%), error:      1544.99146, best error:      1478.09253 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 50.5246620178s, input_fired_time: 0.4370971322, output_fired_time: 0.2975572348, propagate_forward_time: 19.5907306671, propagate_backward_time: 28.1762695312, weight_update_time: 0.0905270949, other_time: 2.0230083466
epoch time: 4.3494210243s, input_fired_time: 0.0506464280, output_fired_time: 0.0000000000, propagate_forward_time: 3.9254829884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3732917309
validation[          , genome  2261] predictions:    9521/  10000 (95.21%), best:    9564/10000 (95.64%), error:      1618.59045, best error:      1478.09253 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.5232048035s, input_fired_time: 0.4371673465, output_fired_time: 0.2973642349, propagate_forward_time: 19.5813503265, propagate_backward_time: 28.1937503815, weight_update_time: 0.0901948810, other_time: 2.0135726929
epoch time: 4.3230223656s, input_fired_time: 0.0506892540, output_fired_time: 0.0000000000, propagate_forward_time: 3.9116930962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606400490
validation[          , genome  2261] predictions:    9525/  10000 (95.25%), best:    9564/10000 (95.64%), error:      1636.31177, best error:      1478.09253 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 50.4816513062s, input_fired_time: 0.4349651635, output_fired_time: 0.2990023494, propagate_forward_time: 19.5560684204, propagate_backward_time: 28.1859645844, weight_update_time: 0.0897735059, other_time: 2.0056476593
epoch time: 4.3222050667s, input_fired_time: 0.0510929041, output_fired_time: 0.0000000000, propagate_forward_time: 3.9100062847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611056805
validation[          , genome  2261] predictions:    9535/  10000 (95.35%), best:    9564/10000 (95.64%), error:      1531.97119, best error:      1478.09253 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 50.5211563110s, input_fired_time: 0.4373401999, output_fired_time: 0.2987872958, propagate_forward_time: 19.5692386627, propagate_backward_time: 28.2006206512, weight_update_time: 0.0903291404, other_time: 2.0151710510
epoch time: 4.3337655067s, input_fired_time: 0.0519461855, output_fired_time: 0.0000000000, propagate_forward_time: 3.9166181087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652012348
validation[          , genome  2261] predictions:    9568/  10000 (95.68%), best:    9564/10000 (95.64%), error:      1502.08813, best error:      1478.09253 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 50.7096443176s, input_fired_time: 0.4371601343, output_fired_time: 0.3004414737, propagate_forward_time: 19.6578674316, propagate_backward_time: 28.3011302948, weight_update_time: 0.0901462734, other_time: 2.0130443573
epoch time: 4.3557219505s, input_fired_time: 0.0514913127, output_fired_time: 0.0000000000, propagate_forward_time: 3.9421591759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620715141
validation[          , genome  2261] predictions:    9555/  10000 (95.55%), best:    9564/10000 (95.64%), error:      1515.33801, best error:      1478.09253 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 50.7497367859s, input_fired_time: 0.4395140409, output_fired_time: 0.3003679812, propagate_forward_time: 19.6769809723, propagate_backward_time: 28.3189105988, weight_update_time: 0.0900695771, other_time: 2.0139617920
epoch time: 4.3478908539s, input_fired_time: 0.0521433316, output_fired_time: 0.0000000000, propagate_forward_time: 3.9337871075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619606495
validation[          , genome  2261] predictions:    9538/  10000 (95.38%), best:    9564/10000 (95.64%), error:      1570.45093, best error:      1478.09253 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 50.6816864014s, input_fired_time: 0.4375884533, output_fired_time: 0.2999123335, propagate_forward_time: 19.6512260437, propagate_backward_time: 28.2755260468, weight_update_time: 0.0904528424, other_time: 2.0174350739
epoch time: 4.3385152817s, input_fired_time: 0.0521871112, output_fired_time: 0.0000000000, propagate_forward_time: 3.9210371971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652911186
validation[          , genome  2261] predictions:    9548/  10000 (95.48%), best:    9564/10000 (95.64%), error:      1513.89539, best error:      1478.09253 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 50.4915962219s, input_fired_time: 0.4404941499, output_fired_time: 0.2978630364, propagate_forward_time: 19.6164817810, propagate_backward_time: 28.1191940308, weight_update_time: 0.0908273384, other_time: 2.0175628662
epoch time: 4.3381280899s, input_fired_time: 0.0531049855, output_fired_time: 0.0000000000, propagate_forward_time: 3.9038720131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811511993
validation[          , genome  2261] predictions:    9552/  10000 (95.52%), best:    9564/10000 (95.64%), error:      1543.38782, best error:      1478.09253 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.7939796448s, input_fired_time: 0.4393290579, output_fired_time: 0.2955110073, propagate_forward_time: 19.7427558899, propagate_backward_time: 28.2827949524, weight_update_time: 0.0911888033, other_time: 2.0335922241
epoch time: 4.3375396729s, input_fired_time: 0.0515279919, output_fired_time: 0.0000000000, propagate_forward_time: 3.9254450798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605666161
validation[          , genome  2261] predictions:    9553/  10000 (95.53%), best:    9564/10000 (95.64%), error:      1487.83667, best error:      1478.09253 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.4591331482s, input_fired_time: 0.4485729933, output_fired_time: 0.3026196957, propagate_forward_time: 19.9791126251, propagate_backward_time: 28.6727695465, weight_update_time: 0.0907219127, other_time: 2.0560569763
epoch time: 4.3346529007s, input_fired_time: 0.0521124601, output_fired_time: 0.0000000000, propagate_forward_time: 3.9216456413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608946800
validation[          , genome  2261] predictions:    9556/  10000 (95.56%), best:    9564/10000 (95.64%), error:      1512.49963, best error:      1478.09253 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.1279563904s, input_fired_time: 0.4336059988, output_fired_time: 0.2937052548, propagate_forward_time: 19.0292243958, propagate_backward_time: 27.3546047211, weight_update_time: 0.0915164948, other_time: 2.0168170929
epoch time: 4.3264036179s, input_fired_time: 0.0516385399, output_fired_time: 0.0000000000, propagate_forward_time: 3.9127073288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620576859
validation[          , genome  2261] predictions:    9535/  10000 (95.35%), best:    9564/10000 (95.64%), error:      1538.28784, best error:      1478.09253 on epoch:    83, 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: 21.7324371338s, input_fired_time: 0.2568361461, output_fired_time: 0.0000000000, propagate_forward_time: 19.5918960571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8837051392
best training[          , genome  2261] predictions:   48521/  50000 (97.04%), best:    9564/10000 (95.64%), error:      5431.67969, best error:      1478.09253 on epoch:    83, 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: 4.2241587639s, input_fired_time: 0.0495221317, output_fired_time: 0.0000000000, propagate_forward_time: 3.8199150562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547217846
   testing[          , genome  2261] predictions:    9602/  10000 (96.02%), best:    9564/10000 (95.64%), error:      1368.68347, best error:      1478.09253 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:29:35 (69864): called boinc_finish(0)

</stderr_txt>
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