Nameexact_genome_1512568488_42_2788_0
Workunit2585145
Created7 Dec 2017, 1:28:29 UTC
Sent7 Dec 2017, 1:31:23 UTC
Report deadline9 Dec 2017, 3:37:50 UTC
Received7 Dec 2017, 2:52:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 20 min 55 sec
CPU time1 hours 17 min 40 sec
Validate stateValid
Credit521.95
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.28 MB
Peak swap size157.09 MB
Peak disk usage1.74 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0444386527, output_fired_time: 0.0000000000, propagate_forward_time: 3.1416842937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962211609
validation[          , genome  2788] predictions:    9362/  10000 (93.62%), best:    9507/10000 (95.07%), error:      2082.10107, best error:      1736.19031 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 42.5046882629s, input_fired_time: 0.3566949069, output_fired_time: 0.3541425467, propagate_forward_time: 15.6142368317, propagate_backward_time: 23.8710880280, weight_update_time: 0.1395940036, other_time: 2.3085289001
epoch time: 3.6016280651s, input_fired_time: 0.0447452813, output_fired_time: 0.0000000000, propagate_forward_time: 3.1580400467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988428116
validation[          , genome  2788] predictions:    9500/  10000 (95.00%), best:    9507/10000 (95.07%), error:      1742.13684, best error:      1736.19031 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 42.7465362549s, input_fired_time: 0.3571183383, output_fired_time: 0.3530769646, propagate_forward_time: 15.8210573196, propagate_backward_time: 23.8368301392, weight_update_time: 0.1418273151, other_time: 2.3784561157
epoch time: 3.5897412300s, input_fired_time: 0.0441101603, output_fired_time: 0.0000000000, propagate_forward_time: 3.1526477337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929834366
validation[          , genome  2788] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1698.90552, best error:      1698.90552 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 41.8602981567s, input_fired_time: 0.3495079279, output_fired_time: 0.3474545181, propagate_forward_time: 15.4667778015, propagate_backward_time: 23.4046821594, weight_update_time: 0.1387585998, other_time: 2.2918777466
epoch time: 3.5830404758s, input_fired_time: 0.0460485928, output_fired_time: 0.0000000000, propagate_forward_time: 3.1406688690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963229656
validation[          , genome  2788] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1647.38818, best error:      1647.38818 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 42.0773506165s, input_fired_time: 0.3544420004, output_fired_time: 0.3502564132, propagate_forward_time: 15.3869400024, propagate_backward_time: 23.5654163361, weight_update_time: 0.1403646320, other_time: 2.4202938080
epoch time: 3.4220378399s, input_fired_time: 0.0439985320, output_fired_time: 0.0000000000, propagate_forward_time: 2.9873282909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907110691
validation[          , genome  2788] predictions:    9518/  10000 (95.18%), best:    9510/10000 (95.10%), error:      1674.88208, best error:      1647.38818 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 42.3255271912s, input_fired_time: 0.3565636277, output_fired_time: 0.3508300483, propagate_forward_time: 15.5007314682, propagate_backward_time: 23.6915340424, weight_update_time: 0.1421155185, other_time: 2.4258670807
epoch time: 3.7364590168s, input_fired_time: 0.0474674590, output_fired_time: 0.0000000000, propagate_forward_time: 3.2647812366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242103100
validation[          , genome  2788] predictions:    9479/  10000 (94.79%), best:    9510/10000 (95.10%), error:      1734.56116, best error:      1647.38818 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 42.2445869446s, input_fired_time: 0.3523606360, output_fired_time: 0.3500148058, propagate_forward_time: 15.6186914444, propagate_backward_time: 23.6697139740, weight_update_time: 0.1375649571, other_time: 2.2538089752
epoch time: 3.8314247131s, input_fired_time: 0.0489175804, output_fired_time: 0.0000000000, propagate_forward_time: 3.3487184048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337887764
validation[          , genome  2788] predictions:    9522/  10000 (95.22%), best:    9510/10000 (95.10%), error:      1657.36194, best error:      1647.38818 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 42.1141395569s, input_fired_time: 0.3565378487, output_fired_time: 0.3495925665, propagate_forward_time: 15.4539194107, propagate_backward_time: 23.5772914886, weight_update_time: 0.1405881345, other_time: 2.3767986298
epoch time: 3.6140313148s, input_fired_time: 0.0448046438, output_fired_time: 0.0000000000, propagate_forward_time: 3.1732223034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960044384
validation[          , genome  2788] predictions:    9493/  10000 (94.93%), best:    9510/10000 (95.10%), error:      1688.17297, best error:      1647.38818 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 42.5081367493s, input_fired_time: 0.3552621305, output_fired_time: 0.3523453474, propagate_forward_time: 15.6756477356, propagate_backward_time: 23.7759132385, weight_update_time: 0.1402122229, other_time: 2.3489685059
epoch time: 3.8382742405s, input_fired_time: 0.0486422256, output_fired_time: 0.0000000000, propagate_forward_time: 3.3561599255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334721565
validation[          , genome  2788] predictions:    9488/  10000 (94.88%), best:    9510/10000 (95.10%), error:      1740.41663, best error:      1647.38818 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 42.4255142212s, input_fired_time: 0.3565297127, output_fired_time: 0.3521550894, propagate_forward_time: 15.6363792419, propagate_backward_time: 23.7791271210, weight_update_time: 0.1378463060, other_time: 2.3013248444
epoch time: 3.5958137512s, input_fired_time: 0.0452728495, output_fired_time: 0.0000000000, propagate_forward_time: 3.1511855125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993554115
validation[          , genome  2788] predictions:    9504/  10000 (95.04%), best:    9510/10000 (95.10%), error:      1700.26331, best error:      1647.38818 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 42.3430709839s, input_fired_time: 0.3567049801, output_fired_time: 0.3493353426, propagate_forward_time: 15.6342506409, propagate_backward_time: 23.6778526306, weight_update_time: 0.1388986707, other_time: 2.3249282837
epoch time: 3.5695130825s, input_fired_time: 0.0445694141, output_fired_time: 0.0000000000, propagate_forward_time: 3.1295015812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954420090
validation[          , genome  2788] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1599.60767, best error:      1599.60767 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 41.7125129700s, input_fired_time: 0.3514072895, output_fired_time: 0.3503974974, propagate_forward_time: 15.3284006119, propagate_backward_time: 23.3513565063, weight_update_time: 0.1399320215, other_time: 2.3309516907
epoch time: 7.0048141479s, input_fired_time: 0.0470492542, output_fired_time: 0.0000000000, propagate_forward_time: 6.3453884125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6123766899
validation[          , genome  2788] predictions:    9523/  10000 (95.23%), best:    9529/10000 (95.29%), error:      1647.04028, best error:      1599.60767 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 42.8160324097s, input_fired_time: 0.3567406833, output_fired_time: 0.3554074466, propagate_forward_time: 15.8481702805, propagate_backward_time: 23.9274139404, weight_update_time: 0.1403422654, other_time: 2.3283004761
epoch time: 3.2814862728s, input_fired_time: 0.0432710573, output_fired_time: 0.0000000000, propagate_forward_time: 2.8288409710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093742371
validation[          , genome  2788] predictions:    9497/  10000 (94.97%), best:    9529/10000 (95.29%), error:      1757.41455, best error:      1599.60767 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 41.9939002991s, input_fired_time: 0.3542684317, output_fired_time: 0.3481848240, propagate_forward_time: 15.4032897949, propagate_backward_time: 23.6115112305, weight_update_time: 0.1365566850, other_time: 2.2766456604
epoch time: 3.6500177383s, input_fired_time: 0.0459231511, output_fired_time: 0.0000000000, propagate_forward_time: 3.2062113285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978831768
validation[          , genome  2788] predictions:    9506/  10000 (95.06%), best:    9529/10000 (95.29%), error:      1672.35071, best error:      1599.60767 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 42.9359931946s, input_fired_time: 0.3569659293, output_fired_time: 0.3591166139, propagate_forward_time: 15.8857078552, propagate_backward_time: 23.9617576599, weight_update_time: 0.1408194751, other_time: 2.3724479675
epoch time: 3.6277394295s, input_fired_time: 0.0459932350, output_fired_time: 0.0000000000, propagate_forward_time: 3.1699159145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118301868
validation[          , genome  2788] predictions:    9495/  10000 (94.95%), best:    9529/10000 (95.29%), error:      1714.08167, best error:      1599.60767 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 42.0068283081s, input_fired_time: 0.3535594642, output_fired_time: 0.3489131927, propagate_forward_time: 15.4102258682, propagate_backward_time: 23.5201683044, weight_update_time: 0.1394463032, other_time: 2.3739662170
epoch time: 3.6025378704s, input_fired_time: 0.0461275689, output_fired_time: 0.0000000000, propagate_forward_time: 3.1440176964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123926163
validation[          , genome  2788] predictions:    9541/  10000 (95.41%), best:    9529/10000 (95.29%), error:      1628.12781, best error:      1599.60767 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 42.6654396057s, input_fired_time: 0.3548164368, output_fired_time: 0.3525962830, propagate_forward_time: 15.7970895767, propagate_backward_time: 23.8466663361, weight_update_time: 0.1388675272, other_time: 2.3142719269
epoch time: 3.5745902061s, input_fired_time: 0.0450661927, output_fired_time: 0.0000000000, propagate_forward_time: 3.1330363750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964877129
validation[          , genome  2788] predictions:    9504/  10000 (95.04%), best:    9529/10000 (95.29%), error:      1640.20251, best error:      1599.60767 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 42.6767921448s, input_fired_time: 0.3578975499, output_fired_time: 0.3535093665, propagate_forward_time: 15.7512722015, propagate_backward_time: 23.8715305328, weight_update_time: 0.1396589726, other_time: 2.3425827026
epoch time: 3.6079838276s, input_fired_time: 0.0463989526, output_fired_time: 0.0000000000, propagate_forward_time: 3.1514949799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100899696
validation[          , genome  2788] predictions:    9530/  10000 (95.30%), best:    9529/10000 (95.29%), error:      1630.80322, best error:      1599.60767 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 42.8183326721s, input_fired_time: 0.3567428887, output_fired_time: 0.3531289697, propagate_forward_time: 15.8893032074, propagate_backward_time: 23.9166564941, weight_update_time: 0.1408515722, other_time: 2.3024997711
epoch time: 3.7528762817s, input_fired_time: 0.0481088236, output_fired_time: 0.0000000000, propagate_forward_time: 3.2772815228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274859428
validation[          , genome  2788] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1584.05481, best error:      1584.05481 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 42.8158187866s, input_fired_time: 0.3598705530, output_fired_time: 0.3560206890, propagate_forward_time: 15.7932395935, propagate_backward_time: 23.9393825531, weight_update_time: 0.1401458681, other_time: 2.3673038483
epoch time: 3.1710407734s, input_fired_time: 0.0425801389, output_fired_time: 0.0000000000, propagate_forward_time: 2.7280106544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004499912
validation[          , genome  2788] predictions:    9537/  10000 (95.37%), best:    9549/10000 (95.49%), error:      1590.86108, best error:      1584.05481 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 41.9445343018s, input_fired_time: 0.3547550142, output_fired_time: 0.3468190432, propagate_forward_time: 15.3947048187, propagate_backward_time: 23.4999179840, weight_update_time: 0.1391320974, other_time: 2.3483352661
epoch time: 3.5960936546s, input_fired_time: 0.0451340415, output_fired_time: 0.0000000000, propagate_forward_time: 3.1492571831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017024040
validation[          , genome  2788] predictions:    9562/  10000 (95.62%), best:    9562/10000 (95.62%), error:      1578.66638, best error:      1578.66638 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 42.6653175354s, input_fired_time: 0.3579827249, output_fired_time: 0.3538884223, propagate_forward_time: 15.7847499847, propagate_backward_time: 23.8581562042, weight_update_time: 0.1393924206, other_time: 2.3105392456
epoch time: 3.4024648666s, input_fired_time: 0.0436325781, output_fired_time: 0.0000000000, propagate_forward_time: 2.9616796970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971526623
validation[          , genome  2788] predictions:    9534/  10000 (95.34%), best:    9562/10000 (95.62%), error:      1597.79724, best error:      1578.66638 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 42.4771690369s, input_fired_time: 0.3572831452, output_fired_time: 0.3517077267, propagate_forward_time: 15.6939897537, propagate_backward_time: 23.7276458740, weight_update_time: 0.1397924423, other_time: 2.3465423584
epoch time: 3.6027879715s, input_fired_time: 0.0454335548, output_fired_time: 0.0000000000, propagate_forward_time: 3.1624927521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948616982
validation[          , genome  2788] predictions:    9507/  10000 (95.07%), best:    9562/10000 (95.62%), error:      1647.63538, best error:      1578.66638 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 43.2450561523s, input_fired_time: 0.3657805026, output_fired_time: 0.3556150198, propagate_forward_time: 16.0142135620, propagate_backward_time: 24.1395225525, weight_update_time: 0.1416834742, other_time: 2.3699264526
epoch time: 3.4953067303s, input_fired_time: 0.0441065580, output_fired_time: 0.0000000000, propagate_forward_time: 3.0602483749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909518719
validation[          , genome  2788] predictions:    9518/  10000 (95.18%), best:    9562/10000 (95.62%), error:      1655.22156, best error:      1578.66638 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 42.5898399353s, input_fired_time: 0.3549021482, output_fired_time: 0.3539490104, propagate_forward_time: 15.7073841095, propagate_backward_time: 23.8230056763, weight_update_time: 0.1403805912, other_time: 2.3505992889
epoch time: 3.6486082077s, input_fired_time: 0.0469716005, output_fired_time: 0.0000000000, propagate_forward_time: 3.1878046989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138319492
validation[          , genome  2788] predictions:    9519/  10000 (95.19%), best:    9562/10000 (95.62%), error:      1695.75317, best error:      1578.66638 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 42.9099388123s, input_fired_time: 0.3637617826, output_fired_time: 0.3548774719, propagate_forward_time: 15.8228530884, propagate_backward_time: 23.9975776672, weight_update_time: 0.1410532594, other_time: 2.3708686829
epoch time: 3.5973706245s, input_fired_time: 0.0464645587, output_fired_time: 0.0000000000, propagate_forward_time: 3.1445426941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063634872
validation[          , genome  2788] predictions:    9507/  10000 (95.07%), best:    9562/10000 (95.62%), error:      1709.66162, best error:      1578.66638 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 42.6496047974s, input_fired_time: 0.3567795455, output_fired_time: 0.3526052237, propagate_forward_time: 15.7727851868, propagate_backward_time: 23.8244743347, weight_update_time: 0.1413022280, other_time: 2.3429603577
epoch time: 3.5863246918s, input_fired_time: 0.0447742715, output_fired_time: 0.0000000000, propagate_forward_time: 3.1465063095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950440884
validation[          , genome  2788] predictions:    9515/  10000 (95.15%), best:    9562/10000 (95.62%), error:      1603.14148, best error:      1578.66638 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 42.7944297791s, input_fired_time: 0.3590439558, output_fired_time: 0.3550247848, propagate_forward_time: 15.8728122711, propagate_backward_time: 23.9232788086, weight_update_time: 0.1395370513, other_time: 2.2842693329
epoch time: 3.7877166271s, input_fired_time: 0.0481316037, output_fired_time: 0.0000000000, propagate_forward_time: 3.3139884472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255964756
validation[          , genome  2788] predictions:    9554/  10000 (95.54%), best:    9554/10000 (95.54%), error:      1556.32397, best error:      1556.32397 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 42.3070602417s, input_fired_time: 0.3606579304, output_fired_time: 0.3477981985, propagate_forward_time: 15.5409278870, propagate_backward_time: 23.6767959595, weight_update_time: 0.1419164091, other_time: 2.3808822632
epoch time: 3.5872328281s, input_fired_time: 0.0457646921, output_fired_time: 0.0000000000, propagate_forward_time: 3.1446826458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967854977
validation[          , genome  2788] predictions:    9537/  10000 (95.37%), best:    9554/10000 (95.54%), error:      1566.20911, best error:      1556.32397 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 42.5535392761s, input_fired_time: 0.3601064384, output_fired_time: 0.3503942490, propagate_forward_time: 15.6919374466, propagate_backward_time: 23.7895145416, weight_update_time: 0.1406394690, other_time: 2.3615856171
epoch time: 3.6653394699s, input_fired_time: 0.0476812460, output_fired_time: 0.0000000000, propagate_forward_time: 3.2017970085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158611298
validation[          , genome  2788] predictions:    9545/  10000 (95.45%), best:    9554/10000 (95.54%), error:      1557.00183, best error:      1556.32397 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 42.9968681335s, input_fired_time: 0.3621748388, output_fired_time: 0.3552589715, propagate_forward_time: 15.9278802872, propagate_backward_time: 24.0315475464, weight_update_time: 0.1404130906, other_time: 2.3200073242
epoch time: 3.5780715942s, input_fired_time: 0.0458263271, output_fired_time: 0.0000000000, propagate_forward_time: 3.1310245991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012205601
validation[          , genome  2788] predictions:    9501/  10000 (95.01%), best:    9554/10000 (95.54%), error:      1636.19873, best error:      1556.32397 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 41.9300422668s, input_fired_time: 0.3557146490, output_fired_time: 0.3532808423, propagate_forward_time: 15.2117328644, propagate_backward_time: 23.6118640900, weight_update_time: 0.1399376243, other_time: 2.3974533081
epoch time: 3.5955822468s, input_fired_time: 0.0459477305, output_fired_time: 0.0000000000, propagate_forward_time: 3.1404969692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091374874
validation[          , genome  2788] predictions:    9529/  10000 (95.29%), best:    9554/10000 (95.54%), error:      1600.71106, best error:      1556.32397 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 42.5082664490s, input_fired_time: 0.3583685160, output_fired_time: 0.3525458276, propagate_forward_time: 15.7149667740, propagate_backward_time: 23.7886714935, weight_update_time: 0.1395500451, other_time: 2.2937145233
epoch time: 3.6682214737s, input_fired_time: 0.0472130403, output_fired_time: 0.0000000000, propagate_forward_time: 3.2104022503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106061459
validation[          , genome  2788] predictions:    9539/  10000 (95.39%), best:    9554/10000 (95.54%), error:      1568.64258, best error:      1556.32397 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 42.5236854553s, input_fired_time: 0.3581040502, output_fired_time: 0.3488199115, propagate_forward_time: 15.6902313232, propagate_backward_time: 23.8346061707, weight_update_time: 0.1391389370, other_time: 2.2919235229
epoch time: 3.6130783558s, input_fired_time: 0.0454205722, output_fired_time: 0.0000000000, propagate_forward_time: 3.1647412777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029164314
validation[          , genome  2788] predictions:    9514/  10000 (95.14%), best:    9554/10000 (95.54%), error:      1620.17310, best error:      1556.32397 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 42.1046752930s, input_fired_time: 0.3565200567, output_fired_time: 0.3492281735, propagate_forward_time: 15.5616559982, propagate_backward_time: 23.5308818817, weight_update_time: 0.1402579248, other_time: 2.3063869476
epoch time: 3.5955839157s, input_fired_time: 0.0452608205, output_fired_time: 0.0000000000, propagate_forward_time: 3.1563992500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939237595
validation[          , genome  2788] predictions:    9544/  10000 (95.44%), best:    9544/10000 (95.44%), error:      1550.64624, best error:      1550.64624 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 42.6143493652s, input_fired_time: 0.3550954461, output_fired_time: 0.3520531952, propagate_forward_time: 15.7699899673, propagate_backward_time: 23.8340511322, weight_update_time: 0.1401681751, other_time: 2.3031597137
epoch time: 3.5536179543s, input_fired_time: 0.0459851623, output_fired_time: 0.0000000000, propagate_forward_time: 3.1096549034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979778290
validation[          , genome  2788] predictions:    9547/  10000 (95.47%), best:    9544/10000 (95.44%), error:      1552.55408, best error:      1550.64624 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 42.2865180969s, input_fired_time: 0.3570019603, output_fired_time: 0.3484881818, propagate_forward_time: 15.5954484940, propagate_backward_time: 23.6630020142, weight_update_time: 0.1403752267, other_time: 2.3225784302
epoch time: 3.5929071903s, input_fired_time: 0.0464114435, output_fired_time: 0.0000000000, propagate_forward_time: 3.1452033520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012923241
validation[          , genome  2788] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1532.77002, best error:      1532.77002 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 42.7650375366s, input_fired_time: 0.3598820567, output_fired_time: 0.3529255688, propagate_forward_time: 15.8306112289, propagate_backward_time: 23.8846569061, weight_update_time: 0.1413652599, other_time: 2.3369617462
epoch time: 3.8289306164s, input_fired_time: 0.0495866500, output_fired_time: 0.0000000000, propagate_forward_time: 3.3452253342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4341187477
validation[          , genome  2788] predictions:    9569/  10000 (95.69%), best:    9569/10000 (95.69%), error:      1526.26868, best error:      1526.26868 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 42.9689407349s, input_fired_time: 0.3633531928, output_fired_time: 0.3560213745, propagate_forward_time: 15.8483858109, propagate_backward_time: 24.0107746124, weight_update_time: 0.1412229389, other_time: 2.3904056549
epoch time: 3.6009814739s, input_fired_time: 0.0461400934, output_fired_time: 0.0000000000, propagate_forward_time: 3.1588706970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959705830
validation[          , genome  2788] predictions:    9523/  10000 (95.23%), best:    9569/10000 (95.69%), error:      1653.44556, best error:      1526.26868 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 42.0437660217s, input_fired_time: 0.3566149473, output_fired_time: 0.3507878184, propagate_forward_time: 15.4436225891, propagate_backward_time: 23.6142082214, weight_update_time: 0.1379560828, other_time: 2.2785339355
epoch time: 3.6251208782s, input_fired_time: 0.0465663187, output_fired_time: 0.0000000000, propagate_forward_time: 3.1808412075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977134228
validation[          , genome  2788] predictions:    9569/  10000 (95.69%), best:    9569/10000 (95.69%), error:      1512.97522, best error:      1512.97522 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 42.1059455872s, input_fired_time: 0.3555926979, output_fired_time: 0.3483130336, propagate_forward_time: 15.4375925064, propagate_backward_time: 23.6282615662, weight_update_time: 0.1397819966, other_time: 2.3361892700
epoch time: 3.8315749168s, input_fired_time: 0.0491536744, output_fired_time: 0.0000000000, propagate_forward_time: 3.3499860764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324352741
validation[          , genome  2788] predictions:    9569/  10000 (95.69%), best:    9569/10000 (95.69%), error:      1559.58557, best error:      1512.97522 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 42.8166236877s, input_fired_time: 0.3646240830, output_fired_time: 0.3550753593, propagate_forward_time: 15.8242416382, propagate_backward_time: 23.9611053467, weight_update_time: 0.1404385418, other_time: 2.3115768433
epoch time: 3.7226083279s, input_fired_time: 0.0479664542, output_fired_time: 0.0000000000, propagate_forward_time: 3.2500874996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245543480
validation[          , genome  2788] predictions:    9503/  10000 (95.03%), best:    9569/10000 (95.69%), error:      1686.53613, best error:      1512.97522 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 41.9656105042s, input_fired_time: 0.3556094766, output_fired_time: 0.3496651053, propagate_forward_time: 15.4658613205, propagate_backward_time: 23.5015983582, weight_update_time: 0.1380360574, other_time: 2.2928733826
epoch time: 3.5595996380s, input_fired_time: 0.0461440943, output_fired_time: 0.0000000000, propagate_forward_time: 3.1189699173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944857121
validation[          , genome  2788] predictions:    9535/  10000 (95.35%), best:    9569/10000 (95.69%), error:      1607.99573, best error:      1512.97522 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 42.5016098022s, input_fired_time: 0.3591047227, output_fired_time: 0.3528063297, propagate_forward_time: 15.6968774796, propagate_backward_time: 23.7750835419, weight_update_time: 0.1378622502, other_time: 2.3177394867
epoch time: 3.5382146835s, input_fired_time: 0.0462150536, output_fired_time: 0.0000000000, propagate_forward_time: 3.0930624008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989372253
validation[          , genome  2788] predictions:    9530/  10000 (95.30%), best:    9569/10000 (95.69%), error:      1588.44177, best error:      1512.97522 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 42.6854705811s, input_fired_time: 0.3619026244, output_fired_time: 0.3547875881, propagate_forward_time: 15.7049283981, propagate_backward_time: 23.9160423279, weight_update_time: 0.1397408992, other_time: 2.3478088379
epoch time: 3.6526527405s, input_fired_time: 0.0470760241, output_fired_time: 0.0000000000, propagate_forward_time: 3.1995928288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4059839249
validation[          , genome  2788] predictions:    9565/  10000 (95.65%), best:    9569/10000 (95.69%), error:      1513.47363, best error:      1512.97522 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 42.1915283203s, input_fired_time: 0.3583699167, output_fired_time: 0.3507706523, propagate_forward_time: 15.5096836090, propagate_backward_time: 23.6604137421, weight_update_time: 0.1396435648, other_time: 2.3122901917
epoch time: 3.5568909645s, input_fired_time: 0.0473518744, output_fired_time: 0.0000000000, propagate_forward_time: 3.1128230095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967161179
validation[          , genome  2788] predictions:    9464/  10000 (94.64%), best:    9569/10000 (95.69%), error:      1741.83655, best error:      1512.97522 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 42.5730209351s, input_fired_time: 0.3628372252, output_fired_time: 0.3527946174, propagate_forward_time: 15.6869697571, propagate_backward_time: 23.7907791138, weight_update_time: 0.1403520554, other_time: 2.3796386719
epoch time: 3.3867216110s, input_fired_time: 0.0473571979, output_fired_time: 0.0000000000, propagate_forward_time: 2.8918199539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475445747
validation[          , genome  2788] predictions:    9520/  10000 (95.20%), best:    9569/10000 (95.69%), error:      1661.40137, best error:      1512.97522 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 42.9078559875s, input_fired_time: 0.3655534387, output_fired_time: 0.3536342680, propagate_forward_time: 15.8722620010, propagate_backward_time: 23.9606113434, weight_update_time: 0.1436825395, other_time: 2.3557949066
epoch time: 3.5762927532s, input_fired_time: 0.0465993509, output_fired_time: 0.0000000000, propagate_forward_time: 3.1328430176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968503475
validation[          , genome  2788] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1492.10840, best error:      1492.10840 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 42.4695587158s, input_fired_time: 0.3599392176, output_fired_time: 0.3507997990, propagate_forward_time: 15.6955413818, propagate_backward_time: 23.7999286652, weight_update_time: 0.1387995332, other_time: 2.2633495331
epoch time: 3.6140112877s, input_fired_time: 0.0478173792, output_fired_time: 0.0000000000, propagate_forward_time: 3.1625924110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036014080
validation[          , genome  2788] predictions:    9536/  10000 (95.36%), best:    9571/10000 (95.71%), error:      1566.54382, best error:      1492.10840 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 42.7977142334s, input_fired_time: 0.3645901978, output_fired_time: 0.3561881185, propagate_forward_time: 15.7861356735, propagate_backward_time: 23.9204425812, weight_update_time: 0.1423798054, other_time: 2.3703556061
epoch time: 3.5865061283s, input_fired_time: 0.0468957126, output_fired_time: 0.0000000000, propagate_forward_time: 3.1438245773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957858086
validation[          , genome  2788] predictions:    9561/  10000 (95.61%), best:    9571/10000 (95.71%), error:      1533.05334, best error:      1492.10840 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 42.9882431030s, input_fired_time: 0.3660460413, output_fired_time: 0.3571622372, propagate_forward_time: 15.8884744644, propagate_backward_time: 24.0362491608, weight_update_time: 0.1402493566, other_time: 2.3403110504
epoch time: 3.5108675957s, input_fired_time: 0.0465596132, output_fired_time: 0.0000000000, propagate_forward_time: 3.0604226589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4038853645
validation[          , genome  2788] predictions:    9529/  10000 (95.29%), best:    9571/10000 (95.71%), error:      1563.56274, best error:      1492.10840 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 42.2126312256s, input_fired_time: 0.3582300842, output_fired_time: 0.3508279324, propagate_forward_time: 15.5811176300, propagate_backward_time: 23.6115894318, weight_update_time: 0.1378655434, other_time: 2.3108673096
epoch time: 3.6402809620s, input_fired_time: 0.0456339382, output_fired_time: 0.0000000000, propagate_forward_time: 3.1981105804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965363503
validation[          , genome  2788] predictions:    9534/  10000 (95.34%), best:    9571/10000 (95.71%), error:      1605.59192, best error:      1492.10840 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 42.4227142334s, input_fired_time: 0.3573181331, output_fired_time: 0.3486859202, propagate_forward_time: 15.7137918472, propagate_backward_time: 23.7162170410, weight_update_time: 0.1375770420, other_time: 2.2867012024
epoch time: 3.5943264961s, input_fired_time: 0.0468818471, output_fired_time: 0.0000000000, propagate_forward_time: 3.1414272785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060173035
validation[          , genome  2788] predictions:    9501/  10000 (95.01%), best:    9571/10000 (95.71%), error:      1714.51538, best error:      1492.10840 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 42.7736434937s, input_fired_time: 0.3627945781, output_fired_time: 0.3524019122, propagate_forward_time: 15.8475370407, propagate_backward_time: 23.9119930267, weight_update_time: 0.1392688304, other_time: 2.2989177704
epoch time: 3.1867163181s, input_fired_time: 0.0448533185, output_fired_time: 0.0000000000, propagate_forward_time: 2.7522428036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896203041
validation[          , genome  2788] predictions:    9561/  10000 (95.61%), best:    9571/10000 (95.71%), error:      1509.64075, best error:      1492.10840 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 42.9790000916s, input_fired_time: 0.3652741611, output_fired_time: 0.3564848304, propagate_forward_time: 15.8492870331, propagate_backward_time: 24.0414886475, weight_update_time: 0.1413625181, other_time: 2.3664684296
epoch time: 3.6071550846s, input_fired_time: 0.0474612005, output_fired_time: 0.0000000000, propagate_forward_time: 3.1640722752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956215382
validation[          , genome  2788] predictions:    9540/  10000 (95.40%), best:    9571/10000 (95.71%), error:      1582.80066, best error:      1492.10840 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 42.3031959534s, input_fired_time: 0.3602721095, output_fired_time: 0.3514206111, propagate_forward_time: 15.5254392624, propagate_backward_time: 23.7129821777, weight_update_time: 0.1402951777, other_time: 2.3530807495
epoch time: 3.5644099712s, input_fired_time: 0.0466979779, output_fired_time: 0.0000000000, propagate_forward_time: 3.1186316013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990802765
validation[          , genome  2788] predictions:    9537/  10000 (95.37%), best:    9571/10000 (95.71%), error:      1580.59021, best error:      1492.10840 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 42.2468452454s, input_fired_time: 0.3621037602, output_fired_time: 0.3469472528, propagate_forward_time: 15.5302724838, propagate_backward_time: 23.5841865540, weight_update_time: 0.1380060911, other_time: 2.4233360291
epoch time: 3.7827415466s, input_fired_time: 0.0499856770, output_fired_time: 0.0000000000, propagate_forward_time: 3.3031914234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295644760
validation[          , genome  2788] predictions:    9494/  10000 (94.94%), best:    9571/10000 (95.71%), error:      1687.71460, best error:      1492.10840 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 42.0216255188s, input_fired_time: 0.3573404253, output_fired_time: 0.3457372487, propagate_forward_time: 15.5036411285, propagate_backward_time: 23.5219211578, weight_update_time: 0.1373825371, other_time: 2.2929840088
epoch time: 3.6042706966s, input_fired_time: 0.0471849181, output_fired_time: 0.0000000000, propagate_forward_time: 3.1610968113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959889412
validation[          , genome  2788] predictions:    9516/  10000 (95.16%), best:    9571/10000 (95.71%), error:      1629.84375, best error:      1492.10840 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 42.9491844177s, input_fired_time: 0.3682227135, output_fired_time: 0.3545599580, propagate_forward_time: 15.8484697342, propagate_backward_time: 23.9940891266, weight_update_time: 0.1443164051, other_time: 2.3838443756
epoch time: 3.5953531265s, input_fired_time: 0.0468801036, output_fired_time: 0.0000000000, propagate_forward_time: 3.1491229534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993501663
validation[          , genome  2788] predictions:    9538/  10000 (95.38%), best:    9571/10000 (95.71%), error:      1602.54382, best error:      1492.10840 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 42.5631332397s, input_fired_time: 0.3622508049, output_fired_time: 0.3515776396, propagate_forward_time: 15.7628221512, propagate_backward_time: 23.7953205109, weight_update_time: 0.1383140683, other_time: 2.2911624908
epoch time: 3.7234613895s, input_fired_time: 0.0498486198, output_fired_time: 0.0000000000, propagate_forward_time: 3.2496452332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239675999
validation[          , genome  2788] predictions:    9567/  10000 (95.67%), best:    9571/10000 (95.71%), error:      1548.80408, best error:      1492.10840 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 42.6182327271s, input_fired_time: 0.3605144322, output_fired_time: 0.3496555090, propagate_forward_time: 15.7318372726, propagate_backward_time: 23.8141307831, weight_update_time: 0.1402097195, other_time: 2.3620929718
epoch time: 3.6083409786s, input_fired_time: 0.0457816534, output_fired_time: 0.0000000000, propagate_forward_time: 3.1686954498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938639164
validation[          , genome  2788] predictions:    9501/  10000 (95.01%), best:    9571/10000 (95.71%), error:      1671.95703, best error:      1492.10840 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 42.4207992554s, input_fired_time: 0.3606854379, output_fired_time: 0.3526591659, propagate_forward_time: 15.6515893936, propagate_backward_time: 23.7764034271, weight_update_time: 0.1390143633, other_time: 2.2794628143
epoch time: 3.6194996834s, input_fired_time: 0.0468037724, output_fired_time: 0.0000000000, propagate_forward_time: 3.1708614826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018344879
validation[          , genome  2788] predictions:    9524/  10000 (95.24%), best:    9571/10000 (95.71%), error:      1600.66736, best error:      1492.10840 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.3970413208s, input_fired_time: 0.3602927923, output_fired_time: 0.3500947356, propagate_forward_time: 15.5857753754, propagate_backward_time: 23.7764511108, weight_update_time: 0.1394677758, other_time: 2.3244266510
epoch time: 3.3587090969s, input_fired_time: 0.0461119488, output_fired_time: 0.0000000000, propagate_forward_time: 2.9297020435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828949928
validation[          , genome  2788] predictions:    9529/  10000 (95.29%), best:    9571/10000 (95.71%), error:      1614.72900, best error:      1492.10840 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 42.2710533142s, input_fired_time: 0.3616799712, output_fired_time: 0.3485749066, propagate_forward_time: 15.5879726410, propagate_backward_time: 23.6533908844, weight_update_time: 0.1393357515, other_time: 2.3194351196
epoch time: 3.5598301888s, input_fired_time: 0.0473781861, output_fired_time: 0.0000000000, propagate_forward_time: 3.1151828766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972690105
validation[          , genome  2788] predictions:    9543/  10000 (95.43%), best:    9571/10000 (95.71%), error:      1523.91992, best error:      1492.10840 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 41.3077468872s, input_fired_time: 0.3561320007, output_fired_time: 0.3435376287, propagate_forward_time: 15.1796035767, propagate_backward_time: 23.1599903107, weight_update_time: 0.1367099136, other_time: 2.2684841156
epoch time: 3.1712965965s, input_fired_time: 0.0438615605, output_fired_time: 0.0000000000, propagate_forward_time: 2.7469189167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805160522
validation[          , genome  2788] predictions:    9523/  10000 (95.23%), best:    9571/10000 (95.71%), error:      1593.58875, best error:      1492.10840 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 42.9494094849s, input_fired_time: 0.3684067130, output_fired_time: 0.3551639318, propagate_forward_time: 15.9060096741, propagate_backward_time: 23.9639091492, weight_update_time: 0.1415237784, other_time: 2.3559188843
epoch time: 3.5926992893s, input_fired_time: 0.0466341674, output_fired_time: 0.0000000000, propagate_forward_time: 3.1480581760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980069160
validation[          , genome  2788] predictions:    9524/  10000 (95.24%), best:    9571/10000 (95.71%), error:      1612.29004, best error:      1492.10840 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 41.3639030457s, input_fired_time: 0.3585427105, output_fired_time: 0.3482057452, propagate_forward_time: 14.9369935989, propagate_backward_time: 23.4153594971, weight_update_time: 0.1372733265, other_time: 2.3048019409
epoch time: 3.5774457455s, input_fired_time: 0.0464935638, output_fired_time: 0.0000000000, propagate_forward_time: 3.1368374825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941147327
validation[          , genome  2788] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1481.18298, best error:      1481.18298 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 42.9182891846s, input_fired_time: 0.3680605888, output_fired_time: 0.3573058248, propagate_forward_time: 15.8559837341, propagate_backward_time: 23.9600563049, weight_update_time: 0.1422931999, other_time: 2.3768806458
epoch time: 3.6091737747s, input_fired_time: 0.0482222214, output_fired_time: 0.0000000000, propagate_forward_time: 3.1645226479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964288235
validation[          , genome  2788] predictions:    9526/  10000 (95.26%), best:    9577/10000 (95.77%), error:      1603.04224, best error:      1481.18298 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 42.4863204956s, input_fired_time: 0.3634843230, output_fired_time: 0.3510590196, propagate_forward_time: 15.7004899979, propagate_backward_time: 23.7396659851, weight_update_time: 0.1393629313, other_time: 2.3316230774
epoch time: 3.6149699688s, input_fired_time: 0.0476844013, output_fired_time: 0.0000000000, propagate_forward_time: 3.1554386616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118468761
validation[          , genome  2788] predictions:    9555/  10000 (95.55%), best:    9577/10000 (95.77%), error:      1535.76086, best error:      1481.18298 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 41.9172477722s, input_fired_time: 0.3627364039, output_fired_time: 0.3483822048, propagate_forward_time: 15.2694568634, propagate_backward_time: 23.5251693726, weight_update_time: 0.1412010789, other_time: 2.4115047455
epoch time: 3.8380928040s, input_fired_time: 0.0498910472, output_fired_time: 0.0000000000, propagate_forward_time: 3.3558599949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323418140
validation[          , genome  2788] predictions:    9548/  10000 (95.48%), best:    9577/10000 (95.77%), error:      1557.71448, best error:      1481.18298 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 42.0539474487s, input_fired_time: 0.3654250503, output_fired_time: 0.3457104862, propagate_forward_time: 15.5053882599, propagate_backward_time: 23.4535293579, weight_update_time: 0.1402548105, other_time: 2.3838939667
epoch time: 3.6786553860s, input_fired_time: 0.0489385501, output_fired_time: 0.0000000000, propagate_forward_time: 3.2095797062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201371670
validation[          , genome  2788] predictions:    9537/  10000 (95.37%), best:    9577/10000 (95.77%), error:      1531.90320, best error:      1481.18298 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 42.7871437073s, input_fired_time: 0.3698561490, output_fired_time: 0.3529625535, propagate_forward_time: 15.8059682846, propagate_backward_time: 23.8671035767, weight_update_time: 0.1440650225, other_time: 2.3912506104
epoch time: 3.5966117382s, input_fired_time: 0.0474014208, output_fired_time: 0.0000000000, propagate_forward_time: 3.1468365192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023737907
validation[          , genome  2788] predictions:    9568/  10000 (95.68%), best:    9577/10000 (95.77%), error:      1481.40955, best error:      1481.18298 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 41.9134292603s, input_fired_time: 0.3593093157, output_fired_time: 0.3472819626, propagate_forward_time: 15.3801136017, propagate_backward_time: 23.5182723999, weight_update_time: 0.1376330107, other_time: 2.3084506989
epoch time: 3.6496379375s, input_fired_time: 0.0471353829, output_fired_time: 0.0000000000, propagate_forward_time: 3.1896271706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128754139
validation[          , genome  2788] predictions:    9528/  10000 (95.28%), best:    9577/10000 (95.77%), error:      1586.32886, best error:      1481.18298 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 42.3763427734s, input_fired_time: 0.3675789833, output_fired_time: 0.3485420346, propagate_forward_time: 15.6326713562, propagate_backward_time: 23.6849727631, weight_update_time: 0.1397436857, other_time: 2.3425769806
epoch time: 3.5889482498s, input_fired_time: 0.0487042256, output_fired_time: 0.0000000000, propagate_forward_time: 3.1326723099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075717926
validation[          , genome  2788] predictions:    9467/  10000 (94.67%), best:    9577/10000 (95.77%), error:      1761.44409, best error:      1481.18298 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 42.8188209534s, input_fired_time: 0.3661363125, output_fired_time: 0.3567567766, propagate_forward_time: 15.8543539047, propagate_backward_time: 23.9524059296, weight_update_time: 0.1401801407, other_time: 2.2891674042
epoch time: 3.5763823986s, input_fired_time: 0.0473594442, output_fired_time: 0.0000000000, propagate_forward_time: 3.1131029129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159200191
validation[          , genome  2788] predictions:    9555/  10000 (95.55%), best:    9577/10000 (95.77%), error:      1507.03711, best error:      1481.18298 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 42.0931587219s, input_fired_time: 0.3626242280, output_fired_time: 0.3519032001, propagate_forward_time: 15.4367122650, propagate_backward_time: 23.6275749207, weight_update_time: 0.1391945183, other_time: 2.3143444061
epoch time: 3.6523680687s, input_fired_time: 0.0482557043, output_fired_time: 0.0000000000, propagate_forward_time: 3.1948952675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092171192
validation[          , genome  2788] predictions:    9567/  10000 (95.67%), best:    9577/10000 (95.77%), error:      1551.82202, best error:      1481.18298 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 41.5858917236s, input_fired_time: 0.3609897196, output_fired_time: 0.3457461596, propagate_forward_time: 15.2616281509, propagate_backward_time: 23.2992610931, weight_update_time: 0.1392844915, other_time: 2.3182697296
epoch time: 3.2089416981s, input_fired_time: 0.0451433994, output_fired_time: 0.0000000000, propagate_forward_time: 2.7904555798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733427525
validation[          , genome  2788] predictions:    9517/  10000 (95.17%), best:    9577/10000 (95.77%), error:      1619.46680, best error:      1481.18298 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 42.4806518555s, input_fired_time: 0.3643123806, output_fired_time: 0.3500345349, propagate_forward_time: 15.6910238266, propagate_backward_time: 23.7567996979, weight_update_time: 0.1393357217, other_time: 2.3184833527
epoch time: 3.6568617821s, input_fired_time: 0.0482708551, output_fired_time: 0.0000000000, propagate_forward_time: 3.1948161125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137747288
validation[          , genome  2788] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1593.68018, best error:      1481.18298 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 42.2560577393s, input_fired_time: 0.3637989461, output_fired_time: 0.3492184579, propagate_forward_time: 15.5883684158, propagate_backward_time: 23.6982173920, weight_update_time: 0.1385456771, other_time: 2.2564525604
epoch time: 3.4765543938s, input_fired_time: 0.0457267314, output_fired_time: 0.0000000000, propagate_forward_time: 3.0383942127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924334049
validation[          , genome  2788] predictions:    9531/  10000 (95.31%), best:    9577/10000 (95.77%), error:      1555.38916, best error:      1481.18298 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 41.7007598877s, input_fired_time: 0.3622982800, output_fired_time: 0.3437363505, propagate_forward_time: 15.3677730560, propagate_backward_time: 23.3331489563, weight_update_time: 0.1367497444, other_time: 2.2938060760
epoch time: 3.5352497101s, input_fired_time: 0.0470153019, output_fired_time: 0.0000000000, propagate_forward_time: 3.0853300095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029045105
validation[          , genome  2788] predictions:    9558/  10000 (95.58%), best:    9577/10000 (95.77%), error:      1505.14539, best error:      1481.18298 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 42.3860282898s, input_fired_time: 0.3628523350, output_fired_time: 0.3488422036, propagate_forward_time: 15.6456651688, propagate_backward_time: 23.7222118378, weight_update_time: 0.1396903992, other_time: 2.3064556122
epoch time: 3.7575221062s, input_fired_time: 0.0518468656, output_fired_time: 0.0000000000, propagate_forward_time: 3.2789659500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267091751
validation[          , genome  2788] predictions:    9549/  10000 (95.49%), best:    9577/10000 (95.77%), error:      1563.38550, best error:      1481.18298 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 41.5457801819s, input_fired_time: 0.3630539179, output_fired_time: 0.3423570395, propagate_forward_time: 15.3142786026, propagate_backward_time: 23.2167301178, weight_update_time: 0.1375869960, other_time: 2.3093624115
epoch time: 3.3759503365s, input_fired_time: 0.0465292893, output_fired_time: 0.0000000000, propagate_forward_time: 2.9395515919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898694515
validation[          , genome  2788] predictions:    9539/  10000 (95.39%), best:    9577/10000 (95.77%), error:      1589.95471, best error:      1481.18298 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 40.8154029846s, input_fired_time: 0.3598028123, output_fired_time: 0.3415134251, propagate_forward_time: 14.9403247833, propagate_backward_time: 22.8914108276, weight_update_time: 0.1348805279, other_time: 2.2823505402
epoch time: 3.1872162819s, input_fired_time: 0.0438664295, output_fired_time: 0.0000000000, propagate_forward_time: 2.7729306221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3704192638
validation[          , genome  2788] predictions:    9497/  10000 (94.97%), best:    9577/10000 (95.77%), error:      1710.20911, best error:      1481.18298 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 40.7447204590s, input_fired_time: 0.3565388322, output_fired_time: 0.3387057483, propagate_forward_time: 15.0167083740, propagate_backward_time: 22.8154926300, weight_update_time: 0.1341457665, other_time: 2.2172718048
epoch time: 3.6179132462s, input_fired_time: 0.0498816781, output_fired_time: 0.0000000000, propagate_forward_time: 3.1565172672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115142822
validation[          , genome  2788] predictions:    9551/  10000 (95.51%), best:    9577/10000 (95.77%), error:      1535.19116, best error:      1481.18298 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 40.7953453064s, input_fired_time: 0.3584994078, output_fired_time: 0.3419910967, propagate_forward_time: 14.7158079147, propagate_backward_time: 22.9269752502, weight_update_time: 0.1364224255, other_time: 2.4520721436
epoch time: 3.6080102921s, input_fired_time: 0.0488872491, output_fired_time: 0.0000000000, propagate_forward_time: 3.1594676971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996553421
validation[          , genome  2788] predictions:    9560/  10000 (95.60%), best:    9577/10000 (95.77%), error:      1519.16187, best error:      1481.18298 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 42.4432144165s, input_fired_time: 0.3657298386, output_fired_time: 0.3480365276, propagate_forward_time: 15.6902818680, propagate_backward_time: 23.7557640076, weight_update_time: 0.1393062323, other_time: 2.2834014893
epoch time: 3.7583606243s, input_fired_time: 0.0505003035, output_fired_time: 0.0000000000, propagate_forward_time: 3.2845034599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233567715
validation[          , genome  2788] predictions:    9545/  10000 (95.45%), best:    9577/10000 (95.77%), error:      1526.16101, best error:      1481.18298 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 42.1839447021s, input_fired_time: 0.3663883209, output_fired_time: 0.3472075760, propagate_forward_time: 15.5628461838, propagate_backward_time: 23.5936031342, weight_update_time: 0.1373641789, other_time: 2.3139019012
epoch time: 3.6483826637s, input_fired_time: 0.0492345057, output_fired_time: 0.0000000000, propagate_forward_time: 3.1926364899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065117836
validation[          , genome  2788] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1547.28271, best error:      1481.18298 on epoch:    80, 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: 17.1583881378s, input_fired_time: 0.2323530018, output_fired_time: 0.0000000000, propagate_forward_time: 14.7883634567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1376714706
best training[          , genome  2788] predictions:   48731/  50000 (97.46%), best:    9577/10000 (95.77%), error:      4825.93701, best error:      1481.18298 on epoch:    80, 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: 3.7849793434s, input_fired_time: 0.0512862764, output_fired_time: 0.0000000000, propagate_forward_time: 3.2947506905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389424324
   testing[          , genome  2788] predictions:    9626/  10000 (96.26%), best:    9577/10000 (95.77%), error:      1384.20544, best error:      1481.18298 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:52:29 (3452): called boinc_finish(0)

</stderr_txt>
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