Nameexact_genome_1512568488_45_3300_0
Workunit2587707
Created7 Dec 2017, 4:03:52 UTC
Sent7 Dec 2017, 4:05:04 UTC
Report deadline10 Dec 2017, 0:21:55 UTC
Received7 Dec 2017, 5:46:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 40 min 42 sec
CPU time1 hours 37 min
Validate stateValid
Credit711.26
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.74 MB
Peak swap size155.48 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0475964583, output_fired_time: 0.0000000000, propagate_forward_time: 4.0254735947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079198837
validation[          , genome  3300] predictions:    9489/  10000 (94.89%), best:    9489/10000 (94.89%), error:      1624.49377, best error:      1624.49377 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 52.9747924805s, input_fired_time: 0.3825078011, output_fired_time: 0.3941010535, propagate_forward_time: 20.5588722229, propagate_backward_time: 29.2373085022, weight_update_time: 0.1437632740, other_time: 2.4020042419
epoch time: 4.5497555733s, input_fired_time: 0.0477352627, output_fired_time: 0.0000000000, propagate_forward_time: 4.0920901299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099302292
validation[          , genome  3300] predictions:    9471/  10000 (94.71%), best:    9489/10000 (94.89%), error:      1823.19946, best error:      1624.49377 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 52.4887390137s, input_fired_time: 0.3818067908, output_fired_time: 0.3897570670, propagate_forward_time: 20.3938045502, propagate_backward_time: 28.9557666779, weight_update_time: 0.1419176757, other_time: 2.3676071167
epoch time: 4.5045647621s, input_fired_time: 0.0475969128, output_fired_time: 0.0000000000, propagate_forward_time: 4.0425920486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143757820
validation[          , genome  3300] predictions:    9483/  10000 (94.83%), best:    9489/10000 (94.89%), error:      1694.01038, best error:      1624.49377 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.1483535767s, input_fired_time: 0.3796890080, output_fired_time: 0.3865340948, propagate_forward_time: 20.2191047668, propagate_backward_time: 28.7826042175, weight_update_time: 0.1413154602, other_time: 2.3804206848
epoch time: 4.7404174805s, input_fired_time: 0.0501995236, output_fired_time: 0.0000000000, propagate_forward_time: 4.2483382225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4418797493
validation[          , genome  3300] predictions:    9474/  10000 (94.74%), best:    9489/10000 (94.89%), error:      1740.56921, best error:      1624.49377 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.6245994568s, input_fired_time: 0.3816009760, output_fired_time: 0.3945133388, propagate_forward_time: 20.4091987610, propagate_backward_time: 29.0916690826, weight_update_time: 0.1416145712, other_time: 2.3476200104
epoch time: 4.6527128220s, input_fired_time: 0.0471175388, output_fired_time: 0.0000000000, propagate_forward_time: 4.1947927475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108023643
validation[          , genome  3300] predictions:    9492/  10000 (94.92%), best:    9489/10000 (94.89%), error:      1683.84570, best error:      1624.49377 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.7858467102s, input_fired_time: 0.3810628355, output_fired_time: 0.3919333220, propagate_forward_time: 20.5217552185, propagate_backward_time: 29.1501197815, weight_update_time: 0.1413145959, other_time: 2.3409767151
epoch time: 4.5985236168s, input_fired_time: 0.0480352305, output_fired_time: 0.0000000000, propagate_forward_time: 4.1405587196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099297523
validation[          , genome  3300] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1585.61475, best error:      1585.61475 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 52.9556083679s, input_fired_time: 0.3822931051, output_fired_time: 0.3930593431, propagate_forward_time: 20.6281719208, propagate_backward_time: 29.1848316193, weight_update_time: 0.1420572996, other_time: 2.3672523499
epoch time: 4.8595685959s, input_fired_time: 0.0523413904, output_fired_time: 0.0000000000, propagate_forward_time: 4.3522186279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550085068
validation[          , genome  3300] predictions:    9440/  10000 (94.40%), best:    9505/10000 (95.05%), error:      1846.41516, best error:      1585.61475 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.6479644775s, input_fired_time: 0.3790062070, output_fired_time: 0.3830136359, propagate_forward_time: 20.1176643372, propagate_backward_time: 28.4431419373, weight_update_time: 0.1394770145, other_time: 2.3251380920
epoch time: 4.6546645164s, input_fired_time: 0.0489318520, output_fired_time: 0.0000000000, propagate_forward_time: 4.1797204018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260120392
validation[          , genome  3300] predictions:    9498/  10000 (94.98%), best:    9505/10000 (95.05%), error:      1654.75317, best error:      1585.61475 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.8641586304s, input_fired_time: 0.3778567016, output_fired_time: 0.3842878938, propagate_forward_time: 20.2382984161, propagate_backward_time: 28.4981155396, weight_update_time: 0.1409558058, other_time: 2.3655986786
epoch time: 4.6838545799s, input_fired_time: 0.0487752445, output_fired_time: 0.0000000000, propagate_forward_time: 4.2055234909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295558929
validation[          , genome  3300] predictions:    9440/  10000 (94.40%), best:    9505/10000 (95.05%), error:      1794.05457, best error:      1585.61475 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.0944252014s, input_fired_time: 0.3807352483, output_fired_time: 0.3902377188, propagate_forward_time: 20.1155776978, propagate_backward_time: 28.8514671326, weight_update_time: 0.1415395737, other_time: 2.3564109802
epoch time: 4.6216845512s, input_fired_time: 0.0482748896, output_fired_time: 0.0000000000, propagate_forward_time: 4.1604433060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129662514
validation[          , genome  3300] predictions:    9387/  10000 (93.87%), best:    9505/10000 (95.05%), error:      2033.89160, best error:      1585.61475 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.8124847412s, input_fired_time: 0.3838246465, output_fired_time: 0.3917316794, propagate_forward_time: 20.6230602264, propagate_backward_time: 29.0875377655, weight_update_time: 0.1408567131, other_time: 2.3263320923
epoch time: 4.6490483284s, input_fired_time: 0.0492608249, output_fired_time: 0.0000000000, propagate_forward_time: 4.1732330322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4265546799
validation[          , genome  3300] predictions:    9510/  10000 (95.10%), best:    9505/10000 (95.05%), error:      1594.17773, best error:      1585.61475 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.6040725708s, input_fired_time: 0.3875272870, output_fired_time: 0.3960952461, propagate_forward_time: 20.9161243439, propagate_backward_time: 29.5300941467, weight_update_time: 0.1435726434, other_time: 2.3742313385
epoch time: 4.7193479538s, input_fired_time: 0.0499307849, output_fired_time: 0.0000000000, propagate_forward_time: 4.2451038361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243135452
validation[          , genome  3300] predictions:    9532/  10000 (95.32%), best:    9532/10000 (95.32%), error:      1543.50562, best error:      1543.50562 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.4940032959s, input_fired_time: 0.3829310536, output_fired_time: 0.3889206648, propagate_forward_time: 20.4763412476, propagate_backward_time: 28.9178676605, weight_update_time: 0.1427893639, other_time: 2.3279438019
epoch time: 4.4880108833s, input_fired_time: 0.0469800755, output_fired_time: 0.0000000000, propagate_forward_time: 4.0319480896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090828896
validation[          , genome  3300] predictions:    9485/  10000 (94.85%), best:    9532/10000 (95.32%), error:      1655.62671, best error:      1543.50562 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.7849388123s, input_fired_time: 0.3800140619, output_fired_time: 0.3878816962, propagate_forward_time: 20.0047111511, propagate_backward_time: 28.6281719208, weight_update_time: 0.1433887333, other_time: 2.3841609955
epoch time: 4.5504212379s, input_fired_time: 0.0481775850, output_fired_time: 0.0000000000, propagate_forward_time: 4.0902013779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120421410
validation[          , genome  3300] predictions:    9520/  10000 (95.20%), best:    9532/10000 (95.32%), error:      1626.01538, best error:      1543.50562 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.4976577759s, input_fired_time: 0.3806127310, output_fired_time: 0.3892748058, propagate_forward_time: 20.3653011322, propagate_backward_time: 29.0302085876, weight_update_time: 0.1416850090, other_time: 2.3322620392
epoch time: 4.5788621902s, input_fired_time: 0.0476094484, output_fired_time: 0.0000000000, propagate_forward_time: 4.1214933395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097595215
validation[          , genome  3300] predictions:    9526/  10000 (95.26%), best:    9532/10000 (95.32%), error:      1545.14355, best error:      1543.50562 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.6908416748s, input_fired_time: 0.3853256404, output_fired_time: 0.3905507028, propagate_forward_time: 20.4777259827, propagate_backward_time: 29.0674743652, weight_update_time: 0.1437426507, other_time: 2.3697624207
epoch time: 4.6442584991s, input_fired_time: 0.0474223755, output_fired_time: 0.0000000000, propagate_forward_time: 4.1863045692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105315208
validation[          , genome  3300] predictions:    9481/  10000 (94.81%), best:    9532/10000 (95.32%), error:      1627.31299, best error:      1543.50562 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.4564132690s, input_fired_time: 0.3832339048, output_fired_time: 0.3869277835, propagate_forward_time: 20.4090366364, propagate_backward_time: 28.9293727875, weight_update_time: 0.1422318816, other_time: 2.3478431702
epoch time: 4.7991003990s, input_fired_time: 0.0497499928, output_fired_time: 0.0000000000, propagate_forward_time: 4.3059468269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434037209
validation[          , genome  3300] predictions:    9537/  10000 (95.37%), best:    9537/10000 (95.37%), error:      1534.36316, best error:      1534.36316 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.3075790405s, input_fired_time: 0.3858743608, output_fired_time: 0.3888342977, propagate_forward_time: 20.2505435944, propagate_backward_time: 28.8696651459, weight_update_time: 0.1431187242, other_time: 2.4126586914
epoch time: 4.5090408325s, input_fired_time: 0.0477812625, output_fired_time: 0.0000000000, propagate_forward_time: 4.0415768623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196825027
validation[          , genome  3300] predictions:    9471/  10000 (94.71%), best:    9537/10000 (95.37%), error:      1817.98828, best error:      1534.36316 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.8069496155s, input_fired_time: 0.3844651580, output_fired_time: 0.3919084966, propagate_forward_time: 20.5293369293, propagate_backward_time: 29.1406917572, weight_update_time: 0.1419827342, other_time: 2.3605499268
epoch time: 4.4956002235s, input_fired_time: 0.0486007221, output_fired_time: 0.0000000000, propagate_forward_time: 4.0197267532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272727966
validation[          , genome  3300] predictions:    9511/  10000 (95.11%), best:    9537/10000 (95.37%), error:      1570.79932, best error:      1534.36316 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 51.9900169373s, input_fired_time: 0.3801698089, output_fired_time: 0.3873593807, propagate_forward_time: 20.2016658783, propagate_backward_time: 28.6845493317, weight_update_time: 0.1406683773, other_time: 2.3362731934
epoch time: 4.6031956673s, input_fired_time: 0.0483904891, output_fired_time: 0.0000000000, propagate_forward_time: 4.1455159187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092893600
validation[          , genome  3300] predictions:    9528/  10000 (95.28%), best:    9537/10000 (95.37%), error:      1554.43860, best error:      1534.36316 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.2634048462s, input_fired_time: 0.3841889203, output_fired_time: 0.3873662353, propagate_forward_time: 20.2384204865, propagate_backward_time: 28.9013404846, weight_update_time: 0.1407677680, other_time: 2.3520870209
epoch time: 4.6959729195s, input_fired_time: 0.0501499325, output_fired_time: 0.0000000000, propagate_forward_time: 4.2162294388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295935631
validation[          , genome  3300] predictions:    9532/  10000 (95.32%), best:    9537/10000 (95.37%), error:      1558.46191, best error:      1534.36316 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.1895446777s, input_fired_time: 0.3886216581, output_fired_time: 0.3911050260, propagate_forward_time: 20.7370700836, propagate_backward_time: 29.3117847443, weight_update_time: 0.1425398886, other_time: 2.3609619141
epoch time: 4.6414093971s, input_fired_time: 0.0481454581, output_fired_time: 0.0000000000, propagate_forward_time: 4.1821589470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111051559
validation[          , genome  3300] predictions:    9580/  10000 (95.80%), best:    9580/10000 (95.80%), error:      1424.59314, best error:      1424.59314 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.9029884338s, input_fired_time: 0.3851755559, output_fired_time: 0.3907663524, propagate_forward_time: 20.6421413422, propagate_backward_time: 29.1351757050, weight_update_time: 0.1422885656, other_time: 2.3497314453
epoch time: 4.6564564705s, input_fired_time: 0.0487613939, output_fired_time: 0.0000000000, propagate_forward_time: 4.1950097084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126853943
validation[          , genome  3300] predictions:    9540/  10000 (95.40%), best:    9580/10000 (95.80%), error:      1523.25122, best error:      1424.59314 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.4915924072s, input_fired_time: 0.3883136213, output_fired_time: 0.3950012922, propagate_forward_time: 20.8819198608, propagate_backward_time: 29.4827575684, weight_update_time: 0.1426532269, other_time: 2.3436012268
epoch time: 4.5451030731s, input_fired_time: 0.0477924049, output_fired_time: 0.0000000000, propagate_forward_time: 4.0898928642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074177742
validation[          , genome  3300] predictions:    9538/  10000 (95.38%), best:    9580/10000 (95.80%), error:      1492.46350, best error:      1424.59314 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.8055801392s, input_fired_time: 0.3806304038, output_fired_time: 0.3811935484, propagate_forward_time: 20.1524791718, propagate_backward_time: 28.5704860687, weight_update_time: 0.1401622295, other_time: 2.3207893372
epoch time: 4.7207164764s, input_fired_time: 0.0499647073, output_fired_time: 0.0000000000, propagate_forward_time: 4.2502408028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4205107689
validation[          , genome  3300] predictions:    9459/  10000 (94.59%), best:    9580/10000 (95.80%), error:      1787.84924, best error:      1424.59314 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.8251876831s, input_fired_time: 0.3833938539, output_fired_time: 0.3882222772, propagate_forward_time: 20.5392532349, propagate_backward_time: 29.1955242157, weight_update_time: 0.1401135176, other_time: 2.3187961578
epoch time: 4.6976690292s, input_fired_time: 0.0502931699, output_fired_time: 0.0000000000, propagate_forward_time: 4.2090172768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383587837
validation[          , genome  3300] predictions:    9544/  10000 (95.44%), best:    9580/10000 (95.80%), error:      1506.02332, best error:      1424.59314 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.7947120667s, input_fired_time: 0.3880865872, output_fired_time: 0.3911801279, propagate_forward_time: 20.5065650940, propagate_backward_time: 29.1483345032, weight_update_time: 0.1423902959, other_time: 2.3605422974
epoch time: 4.4458317757s, input_fired_time: 0.0492541231, output_fired_time: 0.0000000000, propagate_forward_time: 3.9653866291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311912060
validation[          , genome  3300] predictions:    9530/  10000 (95.30%), best:    9580/10000 (95.80%), error:      1486.78723, best error:      1424.59314 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.0336189270s, input_fired_time: 0.3863071203, output_fired_time: 0.3918890953, propagate_forward_time: 20.6513881683, propagate_backward_time: 29.2280616760, weight_update_time: 0.1429353356, other_time: 2.3759746552
epoch time: 4.4629454613s, input_fired_time: 0.0473081432, output_fired_time: 0.0000000000, propagate_forward_time: 4.0074291229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082083702
validation[          , genome  3300] predictions:    9514/  10000 (95.14%), best:    9580/10000 (95.80%), error:      1559.77502, best error:      1424.59314 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.6324653625s, input_fired_time: 0.3779453933, output_fired_time: 0.3826988041, propagate_forward_time: 20.0317420959, propagate_backward_time: 28.5084915161, weight_update_time: 0.1406193078, other_time: 2.3315887451
epoch time: 4.5954494476s, input_fired_time: 0.0483534336, output_fired_time: 0.0000000000, propagate_forward_time: 4.1399254799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071707726
validation[          , genome  3300] predictions:    9561/  10000 (95.61%), best:    9580/10000 (95.80%), error:      1477.97327, best error:      1424.59314 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 52.6154518127s, input_fired_time: 0.3876054287, output_fired_time: 0.3883289397, propagate_forward_time: 20.4659957886, propagate_backward_time: 28.9954586029, weight_update_time: 0.1431892961, other_time: 2.3780651093
epoch time: 4.5089645386s, input_fired_time: 0.0478562266, output_fired_time: 0.0000000000, propagate_forward_time: 4.0495209694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115872383
validation[          , genome  3300] predictions:    9559/  10000 (95.59%), best:    9580/10000 (95.80%), error:      1456.04858, best error:      1424.59314 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.2106666565s, input_fired_time: 0.3873847127, output_fired_time: 0.3894957602, propagate_forward_time: 20.1660690308, propagate_backward_time: 28.8792228699, weight_update_time: 0.1454819739, other_time: 2.3884925842
epoch time: 4.4832777977s, input_fired_time: 0.0492331721, output_fired_time: 0.0000000000, propagate_forward_time: 4.0238614082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101834297
validation[          , genome  3300] predictions:    9548/  10000 (95.48%), best:    9580/10000 (95.80%), error:      1497.32251, best error:      1424.59314 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.5242729187s, input_fired_time: 0.3836320937, output_fired_time: 0.3907184601, propagate_forward_time: 20.4390125275, propagate_backward_time: 28.9939918518, weight_update_time: 0.1397037655, other_time: 2.3169193268
epoch time: 4.3905835152s, input_fired_time: 0.0480820797, output_fired_time: 0.0000000000, propagate_forward_time: 3.9100186825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324829578
validation[          , genome  3300] predictions:    9555/  10000 (95.55%), best:    9580/10000 (95.80%), error:      1491.93689, best error:      1424.59314 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.9671745300s, input_fired_time: 0.3903252482, output_fired_time: 0.3925850689, propagate_forward_time: 20.6034660339, propagate_backward_time: 29.1778850555, weight_update_time: 0.1444616616, other_time: 2.4029140472
epoch time: 4.4566397667s, input_fired_time: 0.0481642038, output_fired_time: 0.0000000000, propagate_forward_time: 4.0036220551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048533440
validation[          , genome  3300] predictions:    9576/  10000 (95.76%), best:    9576/10000 (95.76%), error:      1409.29785, best error:      1409.29785 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.0863113403s, input_fired_time: 0.3772789240, output_fired_time: 0.3797672093, propagate_forward_time: 19.8447914124, propagate_backward_time: 28.1630840302, weight_update_time: 0.1383792013, other_time: 2.3213901520
epoch time: 4.2638287544s, input_fired_time: 0.0462556630, output_fired_time: 0.0000000000, propagate_forward_time: 3.7900612354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275119305
validation[          , genome  3300] predictions:    9494/  10000 (94.94%), best:    9576/10000 (95.76%), error:      1685.71826, best error:      1409.29785 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.0569152832s, input_fired_time: 0.3828353286, output_fired_time: 0.3863698244, propagate_forward_time: 20.3151454926, propagate_backward_time: 28.6418132782, weight_update_time: 0.1394869238, other_time: 2.3307495117
epoch time: 4.5019803047s, input_fired_time: 0.0477950759, output_fired_time: 0.0000000000, propagate_forward_time: 4.0416870117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124979973
validation[          , genome  3300] predictions:    9509/  10000 (95.09%), best:    9576/10000 (95.76%), error:      1661.31213, best error:      1409.29785 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.6811981201s, input_fired_time: 0.3839485049, output_fired_time: 0.3909170628, propagate_forward_time: 20.5463619232, propagate_backward_time: 29.0245227814, weight_update_time: 0.1417167187, other_time: 2.3354454041
epoch time: 4.5803980827s, input_fired_time: 0.0499508865, output_fired_time: 0.0000000000, propagate_forward_time: 4.1085448265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219021797
validation[          , genome  3300] predictions:    9495/  10000 (94.95%), best:    9576/10000 (95.76%), error:      1637.01184, best error:      1409.29785 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.8789062500s, input_fired_time: 0.3884939849, output_fired_time: 0.3951794803, propagate_forward_time: 20.4257240295, propagate_backward_time: 29.2613258362, weight_update_time: 0.1428334713, other_time: 2.4081840515
epoch time: 4.3273820877s, input_fired_time: 0.0500561930, output_fired_time: 0.0000000000, propagate_forward_time: 3.8037192822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736068249
validation[          , genome  3300] predictions:    9550/  10000 (95.50%), best:    9576/10000 (95.76%), error:      1501.42053, best error:      1409.29785 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.5016899109s, input_fired_time: 0.3821108639, output_fired_time: 0.3905828893, propagate_forward_time: 20.2313709259, propagate_backward_time: 29.1563129425, weight_update_time: 0.1409326047, other_time: 2.3413124084
epoch time: 4.4699802399s, input_fired_time: 0.0486288108, output_fired_time: 0.0000000000, propagate_forward_time: 4.0124039650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089474678
validation[          , genome  3300] predictions:    9557/  10000 (95.57%), best:    9576/10000 (95.76%), error:      1499.95032, best error:      1409.29785 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 52.3801651001s, input_fired_time: 0.3881274760, output_fired_time: 0.3885923326, propagate_forward_time: 20.1433143616, propagate_backward_time: 28.9657382965, weight_update_time: 0.1459212750, other_time: 2.4943943024
epoch time: 4.6884403229s, input_fired_time: 0.0494933501, output_fired_time: 0.0000000000, propagate_forward_time: 4.2308502197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080967903
validation[          , genome  3300] predictions:    9537/  10000 (95.37%), best:    9576/10000 (95.76%), error:      1486.18408, best error:      1409.29785 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.6371192932s, input_fired_time: 0.3896939456, output_fired_time: 0.3876207173, propagate_forward_time: 20.4989604950, propagate_backward_time: 28.9762859344, weight_update_time: 0.1413093358, other_time: 2.3845596313
epoch time: 4.4737420082s, input_fired_time: 0.0480231419, output_fired_time: 0.0000000000, propagate_forward_time: 4.0189428329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067759514
validation[          , genome  3300] predictions:    9531/  10000 (95.31%), best:    9576/10000 (95.76%), error:      1506.72217, best error:      1409.29785 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.5990600586s, input_fired_time: 0.3947180212, output_fired_time: 0.3950616717, propagate_forward_time: 20.8594989777, propagate_backward_time: 29.5703372955, weight_update_time: 0.1440279633, other_time: 2.3794441223
epoch time: 4.6062192917s, input_fired_time: 0.0502802394, output_fired_time: 0.0000000000, propagate_forward_time: 4.1382021904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177370071
validation[          , genome  3300] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1368.90491, best error:      1368.90491 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.4667358398s, input_fired_time: 0.3976542354, output_fired_time: 0.3960926831, propagate_forward_time: 20.7484722137, propagate_backward_time: 29.4571132660, weight_update_time: 0.1453241259, other_time: 2.4674034119
epoch time: 4.5499954224s, input_fired_time: 0.0478723012, output_fired_time: 0.0000000000, propagate_forward_time: 4.0926365852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094867706
validation[          , genome  3300] predictions:    9553/  10000 (95.53%), best:    9573/10000 (95.73%), error:      1470.99976, best error:      1368.90491 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.2048072815s, input_fired_time: 0.3907386959, output_fired_time: 0.3914687634, propagate_forward_time: 20.7595691681, propagate_backward_time: 29.2749919891, weight_update_time: 0.1446951926, other_time: 2.3880386353
epoch time: 4.6396160126s, input_fired_time: 0.0489778779, output_fired_time: 0.0000000000, propagate_forward_time: 4.1740727425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165654182
validation[          , genome  3300] predictions:    9555/  10000 (95.55%), best:    9573/10000 (95.73%), error:      1490.46631, best error:      1368.90491 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.6132431030s, input_fired_time: 0.3858459890, output_fired_time: 0.3892624378, propagate_forward_time: 20.5198268890, propagate_backward_time: 29.0068073273, weight_update_time: 0.1396628469, other_time: 2.3115005493
epoch time: 4.5592412949s, input_fired_time: 0.0489042066, output_fired_time: 0.0000000000, propagate_forward_time: 4.0990691185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112677574
validation[          , genome  3300] predictions:    9513/  10000 (95.13%), best:    9573/10000 (95.73%), error:      1616.00916, best error:      1368.90491 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.8954734802s, input_fired_time: 0.3854480684, output_fired_time: 0.3916502893, propagate_forward_time: 20.5144691467, propagate_backward_time: 29.2234477997, weight_update_time: 0.1428133547, other_time: 2.3804569244
epoch time: 4.6281299591s, input_fired_time: 0.0483864546, output_fired_time: 0.0000000000, propagate_forward_time: 4.1579761505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217672348
validation[          , genome  3300] predictions:    9550/  10000 (95.50%), best:    9573/10000 (95.73%), error:      1476.18030, best error:      1368.90491 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.1959228516s, input_fired_time: 0.3884975612, output_fired_time: 0.3893695772, propagate_forward_time: 20.1604118347, propagate_backward_time: 28.8063087463, weight_update_time: 0.1417814642, other_time: 2.4513359070
epoch time: 4.6879138947s, input_fired_time: 0.0493461192, output_fired_time: 0.0000000000, propagate_forward_time: 4.2062115669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323563576
validation[          , genome  3300] predictions:    9533/  10000 (95.33%), best:    9573/10000 (95.73%), error:      1533.99817, best error:      1368.90491 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.6378784180s, input_fired_time: 0.3814510703, output_fired_time: 0.3825277984, propagate_forward_time: 20.0029201508, propagate_backward_time: 28.5107727051, weight_update_time: 0.1410888284, other_time: 2.3602085114
epoch time: 4.5829453468s, input_fired_time: 0.0498365797, output_fired_time: 0.0000000000, propagate_forward_time: 4.1212415695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118671417
validation[          , genome  3300] predictions:    9584/  10000 (95.84%), best:    9573/10000 (95.73%), error:      1398.14990, best error:      1368.90491 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.1093330383s, input_fired_time: 0.3856769502, output_fired_time: 0.3873386383, propagate_forward_time: 20.1868858337, propagate_backward_time: 28.7773303986, weight_update_time: 0.1403646767, other_time: 2.3721027374
epoch time: 4.9068355560s, input_fired_time: 0.0538642779, output_fired_time: 0.0000000000, propagate_forward_time: 4.4019837379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509873390
validation[          , genome  3300] predictions:    9572/  10000 (95.72%), best:    9573/10000 (95.73%), error:      1401.10657, best error:      1368.90491 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.7354011536s, input_fired_time: 0.3885895908, output_fired_time: 0.3914053738, propagate_forward_time: 20.5059089661, propagate_backward_time: 29.0709800720, weight_update_time: 0.1444206983, other_time: 2.3785171509
epoch time: 4.7969956398s, input_fired_time: 0.0514625795, output_fired_time: 0.0000000000, propagate_forward_time: 4.3072304726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383025169
validation[          , genome  3300] predictions:    9576/  10000 (95.76%), best:    9573/10000 (95.73%), error:      1432.39331, best error:      1368.90491 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 52.4077606201s, input_fired_time: 0.3840651810, output_fired_time: 0.3870918751, propagate_forward_time: 20.3469600677, propagate_backward_time: 28.9357986450, weight_update_time: 0.1407909393, other_time: 2.3538455963
epoch time: 4.6054701805s, input_fired_time: 0.0488988794, output_fired_time: 0.0000000000, propagate_forward_time: 4.1410031319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155683517
validation[          , genome  3300] predictions:    9568/  10000 (95.68%), best:    9573/10000 (95.73%), error:      1487.37219, best error:      1368.90491 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.7367744446s, input_fired_time: 0.3876084983, output_fired_time: 0.3941288292, propagate_forward_time: 20.4752292633, propagate_backward_time: 29.1213302612, weight_update_time: 0.1416189522, other_time: 2.3584766388
epoch time: 4.6874012947s, input_fired_time: 0.0483735241, output_fired_time: 0.0000000000, propagate_forward_time: 4.2335371971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054903984
validation[          , genome  3300] predictions:    9503/  10000 (95.03%), best:    9573/10000 (95.73%), error:      1553.12598, best error:      1368.90491 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.1222763062s, input_fired_time: 0.3881468177, output_fired_time: 0.3925020993, propagate_forward_time: 20.7036781311, propagate_backward_time: 29.2046203613, weight_update_time: 0.1456302553, other_time: 2.4333305359
epoch time: 4.7993869781s, input_fired_time: 0.0509359315, output_fired_time: 0.0000000000, propagate_forward_time: 4.3054170609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430341721
validation[          , genome  3300] predictions:    9563/  10000 (95.63%), best:    9573/10000 (95.73%), error:      1432.61694, best error:      1368.90491 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.9135856628s, input_fired_time: 0.3929245770, output_fired_time: 0.3962547183, propagate_forward_time: 20.5483226776, propagate_backward_time: 29.1835136414, weight_update_time: 0.1437600702, other_time: 2.3925685883
epoch time: 4.4421663284s, input_fired_time: 0.0494942740, output_fired_time: 0.0000000000, propagate_forward_time: 3.9620251656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4306468964
validation[          , genome  3300] predictions:    9562/  10000 (95.62%), best:    9573/10000 (95.73%), error:      1439.39136, best error:      1368.90491 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 52.8982124329s, input_fired_time: 0.3890987337, output_fired_time: 0.3881048858, propagate_forward_time: 20.5860137939, propagate_backward_time: 29.1363563538, weight_update_time: 0.1441258490, other_time: 2.3986396790
epoch time: 4.5378203392s, input_fired_time: 0.0479771234, output_fired_time: 0.0000000000, propagate_forward_time: 4.0795049667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103384018
validation[          , genome  3300] predictions:    9587/  10000 (95.87%), best:    9573/10000 (95.73%), error:      1412.52344, best error:      1368.90491 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 51.9224014282s, input_fired_time: 0.3836065531, output_fired_time: 0.3850249052, propagate_forward_time: 20.1881885529, propagate_backward_time: 28.6373176575, weight_update_time: 0.1380885541, other_time: 2.3282642365
epoch time: 4.6604557037s, input_fired_time: 0.0504672825, output_fired_time: 0.0000000000, propagate_forward_time: 4.1812667847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287214279
validation[          , genome  3300] predictions:    9483/  10000 (94.83%), best:    9573/10000 (95.73%), error:      1750.83313, best error:      1368.90491 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.4860229492s, input_fired_time: 0.3880996108, output_fired_time: 0.3927191794, propagate_forward_time: 20.8687839508, propagate_backward_time: 29.4717903137, weight_update_time: 0.1444492638, other_time: 2.3646297455
epoch time: 4.6620845795s, input_fired_time: 0.0492541455, output_fired_time: 0.0000000000, propagate_forward_time: 4.2059049606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069256783
validation[          , genome  3300] predictions:    9474/  10000 (94.74%), best:    9573/10000 (95.73%), error:      1761.96704, best error:      1368.90491 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.2937164307s, input_fired_time: 0.3892490864, output_fired_time: 0.3925870061, propagate_forward_time: 20.7610263824, propagate_backward_time: 29.4285030365, weight_update_time: 0.1425973773, other_time: 2.3223533630
epoch time: 4.5883488655s, input_fired_time: 0.0490184389, output_fired_time: 0.0000000000, propagate_forward_time: 4.1215376854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4177927971
validation[          , genome  3300] predictions:    9533/  10000 (95.33%), best:    9573/10000 (95.73%), error:      1531.80408, best error:      1368.90491 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.4725952148s, input_fired_time: 0.3929281533, output_fired_time: 0.3957687616, propagate_forward_time: 20.8088874817, propagate_backward_time: 29.4709033966, weight_update_time: 0.1453022063, other_time: 2.4041080475
epoch time: 4.6053800583s, input_fired_time: 0.0484609865, output_fired_time: 0.0000000000, propagate_forward_time: 4.1469578743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099612236
validation[          , genome  3300] predictions:    9568/  10000 (95.68%), best:    9573/10000 (95.73%), error:      1417.24341, best error:      1368.90491 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.7786369324s, input_fired_time: 0.3989377916, output_fired_time: 0.3979166448, propagate_forward_time: 20.9651947021, propagate_backward_time: 29.6067562103, weight_update_time: 0.1448465288, other_time: 2.4098339081
epoch time: 4.7069530487s, input_fired_time: 0.0497661047, output_fired_time: 0.0000000000, propagate_forward_time: 4.2232642174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339227676
validation[          , genome  3300] predictions:    9581/  10000 (95.81%), best:    9573/10000 (95.73%), error:      1428.05688, best error:      1368.90491 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 52.3765716553s, input_fired_time: 0.3893648684, output_fired_time: 0.3904726207, propagate_forward_time: 20.1075191498, propagate_backward_time: 29.0415344238, weight_update_time: 0.1429459602, other_time: 2.4476795197
epoch time: 4.6498885155s, input_fired_time: 0.0484802052, output_fired_time: 0.0000000000, propagate_forward_time: 4.1854338646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4159746170
validation[          , genome  3300] predictions:    9547/  10000 (95.47%), best:    9573/10000 (95.73%), error:      1493.64417, best error:      1368.90491 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.4223861694s, input_fired_time: 0.3913899362, output_fired_time: 0.3894132078, propagate_forward_time: 20.8667163849, propagate_backward_time: 29.4001884460, weight_update_time: 0.1433352083, other_time: 2.3746776581
epoch time: 4.5369873047s, input_fired_time: 0.0474081002, output_fired_time: 0.0000000000, propagate_forward_time: 4.0725269318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170522690
validation[          , genome  3300] predictions:    9571/  10000 (95.71%), best:    9573/10000 (95.73%), error:      1459.93262, best error:      1368.90491 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 54.0354919434s, input_fired_time: 0.3987889886, output_fired_time: 0.4022408128, propagate_forward_time: 21.0497016907, propagate_backward_time: 29.7590866089, weight_update_time: 0.1457231790, other_time: 2.4256744385
epoch time: 4.7006387711s, input_fired_time: 0.0504708216, output_fired_time: 0.0000000000, propagate_forward_time: 4.2217259407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4284420013
validation[          , genome  3300] predictions:    9571/  10000 (95.71%), best:    9573/10000 (95.73%), error:      1425.42212, best error:      1368.90491 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.3379478455s, input_fired_time: 0.3924614191, output_fired_time: 0.3936566114, propagate_forward_time: 20.7894496918, propagate_backward_time: 29.3896789551, weight_update_time: 0.1427674294, other_time: 2.3727016449
epoch time: 4.6607174873s, input_fired_time: 0.0488609076, output_fired_time: 0.0000000000, propagate_forward_time: 4.1940240860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178323746
validation[          , genome  3300] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1335.62939, best error:      1335.62939 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 52.9561157227s, input_fired_time: 0.3889059424, output_fired_time: 0.3919828534, propagate_forward_time: 20.4848842621, propagate_backward_time: 29.2761516571, weight_update_time: 0.1424902678, other_time: 2.4141921997
epoch time: 4.8023004532s, input_fired_time: 0.0517254770, output_fired_time: 0.0000000000, propagate_forward_time: 4.3148527145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357223511
validation[          , genome  3300] predictions:    9584/  10000 (95.84%), best:    9593/10000 (95.93%), error:      1406.74841, best error:      1335.62939 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.2895317078s, input_fired_time: 0.3930017352, output_fired_time: 0.3921998143, propagate_forward_time: 20.7719249725, propagate_backward_time: 29.3479175568, weight_update_time: 0.1436294168, other_time: 2.3844871521
epoch time: 4.2103261948s, input_fired_time: 0.0503672920, output_fired_time: 0.0000000000, propagate_forward_time: 3.7025480270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574108124
validation[          , genome  3300] predictions:    9566/  10000 (95.66%), best:    9593/10000 (95.93%), error:      1433.33630, best error:      1335.62939 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.3596801758s, input_fired_time: 0.3890601397, output_fired_time: 0.3922343552, propagate_forward_time: 20.2033901215, propagate_backward_time: 28.9509944916, weight_update_time: 0.1434350759, other_time: 2.4239997864
epoch time: 4.8199687004s, input_fired_time: 0.0517986640, output_fired_time: 0.0000000000, propagate_forward_time: 4.3280005455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401693344
validation[          , genome  3300] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1407.67163, best error:      1335.62939 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.2385520935s, input_fired_time: 0.3850011528, output_fired_time: 0.3913923800, propagate_forward_time: 20.7892208099, propagate_backward_time: 29.3517761230, weight_update_time: 0.1421746761, other_time: 2.3211612701
epoch time: 4.6527552605s, input_fired_time: 0.0492148586, output_fired_time: 0.0000000000, propagate_forward_time: 4.1887211800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148192406
validation[          , genome  3300] predictions:    9597/  10000 (95.97%), best:    9593/10000 (95.93%), error:      1385.93860, best error:      1335.62939 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 52.6920356750s, input_fired_time: 0.3883922994, output_fired_time: 0.3910139203, propagate_forward_time: 20.4728832245, propagate_backward_time: 29.0912303925, weight_update_time: 0.1417381316, other_time: 2.3485145569
epoch time: 4.5828132629s, input_fired_time: 0.0492188819, output_fired_time: 0.0000000000, propagate_forward_time: 4.1084208488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251737595
validation[          , genome  3300] predictions:    9570/  10000 (95.70%), best:    9593/10000 (95.93%), error:      1442.13879, best error:      1335.62939 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.2455482483s, input_fired_time: 0.3861900568, output_fired_time: 0.3930028677, propagate_forward_time: 20.7853736877, propagate_backward_time: 29.3487377167, weight_update_time: 0.1418663710, other_time: 2.3322467804
epoch time: 4.6564316750s, input_fired_time: 0.0484984592, output_fired_time: 0.0000000000, propagate_forward_time: 4.1970057487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109272957
validation[          , genome  3300] predictions:    9580/  10000 (95.80%), best:    9593/10000 (95.93%), error:      1373.33435, best error:      1335.62939 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.6334838867s, input_fired_time: 0.3842249811, output_fired_time: 0.3888036907, propagate_forward_time: 20.4894523621, propagate_backward_time: 29.0625953674, weight_update_time: 0.1409963518, other_time: 2.3084068298
epoch time: 4.7855715752s, input_fired_time: 0.0512934439, output_fired_time: 0.0000000000, propagate_forward_time: 4.2964286804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378495216
validation[          , genome  3300] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1362.88147, best error:      1335.62939 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.8883743286s, input_fired_time: 0.3896808624, output_fired_time: 0.3912946284, propagate_forward_time: 20.6032524109, propagate_backward_time: 29.1585960388, weight_update_time: 0.1401024163, other_time: 2.3455505371
epoch time: 4.6951994896s, input_fired_time: 0.0502065755, output_fired_time: 0.0000000000, propagate_forward_time: 4.2276930809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172997475
validation[          , genome  3300] predictions:    9558/  10000 (95.58%), best:    9593/10000 (95.93%), error:      1439.15771, best error:      1335.62939 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.5969390869s, input_fired_time: 0.3955582678, output_fired_time: 0.3977536261, propagate_forward_time: 20.9172267914, propagate_backward_time: 29.5023727417, weight_update_time: 0.1451812387, other_time: 2.3840274811
epoch time: 4.6559858322s, input_fired_time: 0.0493434146, output_fired_time: 0.0000000000, propagate_forward_time: 4.1963615417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102807045
validation[          , genome  3300] predictions:    9587/  10000 (95.87%), best:    9593/10000 (95.93%), error:      1382.38696, best error:      1335.62939 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 52.9230804443s, input_fired_time: 0.3931511939, output_fired_time: 0.3920788467, propagate_forward_time: 20.6510105133, propagate_backward_time: 29.1165714264, weight_update_time: 0.1429995894, other_time: 2.3702697754
epoch time: 4.6286339760s, input_fired_time: 0.0492603742, output_fired_time: 0.0000000000, propagate_forward_time: 4.1546697617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247040749
validation[          , genome  3300] predictions:    9565/  10000 (95.65%), best:    9593/10000 (95.93%), error:      1418.21436, best error:      1335.62939 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 52.6989059448s, input_fired_time: 0.3901149631, output_fired_time: 0.3954223692, propagate_forward_time: 20.3419628143, propagate_backward_time: 29.1434192657, weight_update_time: 0.1460345685, other_time: 2.4279861450
epoch time: 4.5647740364s, input_fired_time: 0.0502208732, output_fired_time: 0.0000000000, propagate_forward_time: 4.1059088707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086441994
validation[          , genome  3300] predictions:    9575/  10000 (95.75%), best:    9593/10000 (95.93%), error:      1374.95728, best error:      1335.62939 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.2946891785s, input_fired_time: 0.3959109485, output_fired_time: 0.3947171569, propagate_forward_time: 20.7257652283, propagate_backward_time: 29.3467922211, weight_update_time: 0.1453223079, other_time: 2.4315013885
epoch time: 4.5878643990s, input_fired_time: 0.0507948697, output_fired_time: 0.0000000000, propagate_forward_time: 4.1251540184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119153023
validation[          , genome  3300] predictions:    9582/  10000 (95.82%), best:    9593/10000 (95.93%), error:      1415.49792, best error:      1335.62939 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.9249267578s, input_fired_time: 0.4032076895, output_fired_time: 0.4008240104, propagate_forward_time: 21.0332221985, propagate_backward_time: 29.6920509338, weight_update_time: 0.1447085738, other_time: 2.3956222534
epoch time: 4.6827635765s, input_fired_time: 0.0508582480, output_fired_time: 0.0000000000, propagate_forward_time: 4.1993660927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325394630
validation[          , genome  3300] predictions:    9544/  10000 (95.44%), best:    9593/10000 (95.93%), error:      1518.00659, best error:      1335.62939 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.5939788818s, input_fired_time: 0.3996514678, output_fired_time: 0.3965177834, propagate_forward_time: 20.7792129517, propagate_backward_time: 29.5782070160, weight_update_time: 0.1455093324, other_time: 2.4403896332
epoch time: 4.6322064400s, input_fired_time: 0.0498218723, output_fired_time: 0.0000000000, propagate_forward_time: 4.1584429741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239416122
validation[          , genome  3300] predictions:    9606/  10000 (96.06%), best:    9593/10000 (95.93%), error:      1358.10583, best error:      1335.62939 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.0012855530s, input_fired_time: 0.3943427205, output_fired_time: 0.3944830894, propagate_forward_time: 20.5929145813, propagate_backward_time: 29.2635288239, weight_update_time: 0.1418091804, other_time: 2.3560161591
epoch time: 4.6334595680s, input_fired_time: 0.0494523086, output_fired_time: 0.0000000000, propagate_forward_time: 4.1600217819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239854813
validation[          , genome  3300] predictions:    9588/  10000 (95.88%), best:    9593/10000 (95.93%), error:      1360.16052, best error:      1335.62939 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.0586204529s, input_fired_time: 0.3867597580, output_fired_time: 0.3858884573, propagate_forward_time: 20.3157997131, propagate_backward_time: 28.6840801239, weight_update_time: 0.1400059760, other_time: 2.2860927582
epoch time: 4.2406339645s, input_fired_time: 0.0472626053, output_fired_time: 0.0000000000, propagate_forward_time: 3.7040762901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4892950058
validation[          , genome  3300] predictions:    9579/  10000 (95.79%), best:    9593/10000 (95.93%), error:      1369.72998, best error:      1335.62939 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.1702003479s, input_fired_time: 0.3932212889, output_fired_time: 0.3932237625, propagate_forward_time: 20.7035331726, propagate_backward_time: 29.3135089874, weight_update_time: 0.1419788450, other_time: 2.3667125702
epoch time: 4.5687446594s, input_fired_time: 0.0490572937, output_fired_time: 0.0000000000, propagate_forward_time: 4.0810494423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386377335
validation[          , genome  3300] predictions:    9548/  10000 (95.48%), best:    9593/10000 (95.93%), error:      1503.53992, best error:      1335.62939 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.8561744690s, input_fired_time: 0.3878009617, output_fired_time: 0.3909337223, propagate_forward_time: 20.4829292297, propagate_backward_time: 29.2384414673, weight_update_time: 0.1424782574, other_time: 2.3560676575
epoch time: 4.7030735016s, input_fired_time: 0.0502106324, output_fired_time: 0.0000000000, propagate_forward_time: 4.2166800499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361829758
validation[          , genome  3300] predictions:    9558/  10000 (95.58%), best:    9593/10000 (95.93%), error:      1451.58911, best error:      1335.62939 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.1631431580s, input_fired_time: 0.3977770209, output_fired_time: 0.3926181197, propagate_forward_time: 20.6240730286, propagate_backward_time: 29.3137416840, weight_update_time: 0.1451617032, other_time: 2.4349346161
epoch time: 4.7763013840s, input_fired_time: 0.0519379415, output_fired_time: 0.0000000000, propagate_forward_time: 4.2904496193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339137077
validation[          , genome  3300] predictions:    9591/  10000 (95.91%), best:    9593/10000 (95.93%), error:      1385.84314, best error:      1335.62939 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.2829284668s, input_fired_time: 0.3940338194, output_fired_time: 0.3963533640, propagate_forward_time: 20.7071399689, propagate_backward_time: 29.3741111755, weight_update_time: 0.1448929608, other_time: 2.4112873077
epoch time: 4.6584019661s, input_fired_time: 0.0515241884, output_fired_time: 0.0000000000, propagate_forward_time: 4.1914143562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154634476
validation[          , genome  3300] predictions:    9575/  10000 (95.75%), best:    9593/10000 (95.93%), error:      1390.83093, best error:      1335.62939 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.0742874146s, input_fired_time: 0.3936501443, output_fired_time: 0.3951171935, propagate_forward_time: 20.6989517212, propagate_backward_time: 29.2034320831, weight_update_time: 0.1436748356, other_time: 2.3831348419
epoch time: 4.5235624313s, input_fired_time: 0.0490796119, output_fired_time: 0.0000000000, propagate_forward_time: 4.0578985214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165844917
validation[          , genome  3300] predictions:    9573/  10000 (95.73%), best:    9593/10000 (95.93%), error:      1393.32678, best error:      1335.62939 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.3913497925s, input_fired_time: 0.3913866580, output_fired_time: 0.3948781788, propagate_forward_time: 20.8518466949, propagate_backward_time: 29.4012145996, weight_update_time: 0.1442278624, other_time: 2.3520221710
epoch time: 4.6501655579s, input_fired_time: 0.0502070263, output_fired_time: 0.0000000000, propagate_forward_time: 4.1754498482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245085716
validation[          , genome  3300] predictions:    9600/  10000 (96.00%), best:    9593/10000 (95.93%), error:      1360.81177, best error:      1335.62939 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.6992263794s, input_fired_time: 0.3958907723, output_fired_time: 0.3965831101, propagate_forward_time: 20.9340877533, propagate_backward_time: 29.5734577179, weight_update_time: 0.1431517899, other_time: 2.3992080688
epoch time: 4.7324767113s, input_fired_time: 0.0511930138, output_fired_time: 0.0000000000, propagate_forward_time: 4.2454676628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358158112
validation[          , genome  3300] predictions:    9554/  10000 (95.54%), best:    9593/10000 (95.93%), error:      1468.47400, best error:      1335.62939 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 52.5038375854s, input_fired_time: 0.3943826556, output_fired_time: 0.3877105415, propagate_forward_time: 20.4906044006, propagate_backward_time: 28.8555240631, weight_update_time: 0.1444068551, other_time: 2.3756160736
epoch time: 4.1321883202s, input_fired_time: 0.0465493798, output_fired_time: 0.0000000000, propagate_forward_time: 3.6101620197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4754769802
validation[          , genome  3300] predictions:    9582/  10000 (95.82%), best:    9593/10000 (95.93%), error:      1396.63062, best error:      1335.62939 on epoch:    76, 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: 23.3712425232s, input_fired_time: 0.2486840636, output_fired_time: 0.0000000000, propagate_forward_time: 20.9198398590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2027187347
best training[          , genome  3300] predictions:   48859/  50000 (97.72%), best:    9593/10000 (95.93%), error:      4218.31543, best error:      1335.62939 on epoch:    76, 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: 4.9459033012s, input_fired_time: 0.0523507968, output_fired_time: 0.0000000000, propagate_forward_time: 4.4377813339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557709694
   testing[          , genome  3300] predictions:    9649/  10000 (96.49%), best:    9593/10000 (95.93%), error:      1198.64197, best error:      1335.62939 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:45:52 (3436): called boinc_finish(0)

</stderr_txt>
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