Nameexact_genome_1512568488_44_7046_1
Workunit2606574
Created7 Dec 2017, 23:35:12 UTC
Sent7 Dec 2017, 23:44:04 UTC
Report deadline16 Dec 2017, 20:02:30 UTC
Received9 Dec 2017, 6:25:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 22 min 25 sec
CPU time4 hours 21 min 57 sec
Validate stateValid
Credit2,211.53
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.63 MB
Peak swap size158.28 MB
Peak disk usage1.87 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.88%), best:    9706/10000 (97.06%), error:      1059.51575, best error:       985.66718 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 142.1894683838s, input_fired_time: 1.4526138306, output_fired_time: 1.3504824638, propagate_forward_time: 53.9260139465, propagate_backward_time: 82.4319229126, weight_update_time: 0.1527591944, other_time: 3.0284347534
epoch time: 11.7500209808s, input_fired_time: 0.1815772057, output_fired_time: 0.0000000000, propagate_forward_time: 11.0178804398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505628586
validation[          , genome  7046] predictions:    9707/  10000 (97.07%), best:    9706/10000 (97.06%), error:      1029.73535, best error:       985.66718 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 143.6865539551s, input_fired_time: 1.4614967108, output_fired_time: 1.3687750101, propagate_forward_time: 54.6691131592, propagate_backward_time: 83.1583557129, weight_update_time: 0.1534140259, other_time: 3.0288085938
epoch time: 11.6178207397s, input_fired_time: 0.1797391474, output_fired_time: 0.0000000000, propagate_forward_time: 10.9039669037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341148376
validation[          , genome  7046] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       967.27289, best error:       967.27289 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 143.7916564941s, input_fired_time: 1.4630877972, output_fired_time: 1.3673553467, propagate_forward_time: 54.6596984863, propagate_backward_time: 83.2537078857, weight_update_time: 0.1539761573, other_time: 3.0478057861
epoch time: 11.2832431793s, input_fired_time: 0.1788482517, output_fired_time: 0.0000000000, propagate_forward_time: 10.5561885834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482063293
validation[          , genome  7046] predictions:    9685/  10000 (96.85%), best:    9723/10000 (97.23%), error:      1072.31067, best error:       967.27289 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 142.5789947510s, input_fired_time: 1.4492932558, output_fired_time: 1.3577519655, propagate_forward_time: 54.0845909119, propagate_backward_time: 82.6923599243, weight_update_time: 0.1518011838, other_time: 2.9949874878
epoch time: 11.6540470123s, input_fired_time: 0.1809234023, output_fired_time: 0.0000000000, propagate_forward_time: 10.9264087677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467147827
validation[          , genome  7046] predictions:    9701/  10000 (97.01%), best:    9723/10000 (97.23%), error:      1017.17334, best error:       967.27289 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 143.2713165283s, input_fired_time: 1.4601056576, output_fired_time: 1.3599618673, propagate_forward_time: 54.3616142273, propagate_backward_time: 83.0606536865, weight_update_time: 0.1535890698, other_time: 3.0289916992
epoch time: 11.5966691971s, input_fired_time: 0.1794232428, output_fired_time: 0.0000000000, propagate_forward_time: 10.8845539093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5326919556
validation[          , genome  7046] predictions:    9693/  10000 (96.93%), best:    9723/10000 (97.23%), error:       974.69678, best error:       967.27289 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 142.9212493896s, input_fired_time: 1.4594464302, output_fired_time: 1.3609529734, propagate_forward_time: 54.2085647583, propagate_backward_time: 82.8393554688, weight_update_time: 0.1535137892, other_time: 3.0529403687
epoch time: 11.6562538147s, input_fired_time: 0.1812531203, output_fired_time: 0.0000000000, propagate_forward_time: 10.9283313751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466690063
validation[          , genome  7046] predictions:    9687/  10000 (96.87%), best:    9723/10000 (97.23%), error:      1071.76172, best error:       967.27289 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 144.0651550293s, input_fired_time: 1.4667180777, output_fired_time: 1.3664861917, propagate_forward_time: 54.7722206116, propagate_backward_time: 83.4446792603, weight_update_time: 0.1531436592, other_time: 3.0150527954
epoch time: 11.6668081284s, input_fired_time: 0.1818086356, output_fired_time: 0.0000000000, propagate_forward_time: 10.9386405945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463590622
validation[          , genome  7046] predictions:    9710/  10000 (97.10%), best:    9723/10000 (97.23%), error:       991.08734, best error:       967.27289 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 143.0933990479s, input_fired_time: 1.4631056786, output_fired_time: 1.3629105091, propagate_forward_time: 54.3416595459, propagate_backward_time: 82.9159011841, weight_update_time: 0.1521175504, other_time: 3.0098190308
epoch time: 11.1058902740s, input_fired_time: 0.1795435697, output_fired_time: 0.0000000000, propagate_forward_time: 10.3907680511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355787277
validation[          , genome  7046] predictions:    9697/  10000 (96.97%), best:    9723/10000 (97.23%), error:      1002.08600, best error:       967.27289 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 143.5191497803s, input_fired_time: 1.4655312300, output_fired_time: 1.3644022942, propagate_forward_time: 54.4706840515, propagate_backward_time: 83.2023849487, weight_update_time: 0.1530043930, other_time: 3.0161514282
epoch time: 11.7141599655s, input_fired_time: 0.1814901829, output_fired_time: 0.0000000000, propagate_forward_time: 10.9892072678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434627533
validation[          , genome  7046] predictions:    9655/  10000 (96.55%), best:    9723/10000 (97.23%), error:      1076.11365, best error:       967.27289 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 142.9316406250s, input_fired_time: 1.4562127590, output_fired_time: 1.3565700054, propagate_forward_time: 54.2060546875, propagate_backward_time: 82.8991394043, weight_update_time: 0.1525737643, other_time: 3.0136718750
epoch time: 11.7125349045s, input_fired_time: 0.1805440187, output_fired_time: 0.0000000000, propagate_forward_time: 11.0007247925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312662125
validation[          , genome  7046] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       963.32629, best error:       963.32629 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 142.7827758789s, input_fired_time: 1.4598840475, output_fired_time: 1.3557488918, propagate_forward_time: 54.2278060913, propagate_backward_time: 82.7112731934, weight_update_time: 0.1530140340, other_time: 3.0280685425
epoch time: 11.5949382782s, input_fired_time: 0.1816386729, output_fired_time: 0.0000000000, propagate_forward_time: 10.8703441620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429553986
validation[          , genome  7046] predictions:    9701/  10000 (97.01%), best:    9716/10000 (97.16%), error:      1023.21881, best error:       963.32629 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 142.9599151611s, input_fired_time: 1.4618144035, output_fired_time: 1.3619135618, propagate_forward_time: 54.2520523071, propagate_backward_time: 82.8612823486, weight_update_time: 0.1530555636, other_time: 3.0228652954
epoch time: 11.7334384918s, input_fired_time: 0.1841070205, output_fired_time: 0.0000000000, propagate_forward_time: 10.9967803955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525512695
validation[          , genome  7046] predictions:    9648/  10000 (96.48%), best:    9716/10000 (97.16%), error:      1111.34485, best error:       963.32629 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 143.7223663330s, input_fired_time: 1.4660155773, output_fired_time: 1.3663506508, propagate_forward_time: 54.6582794189, propagate_backward_time: 83.2037811279, weight_update_time: 0.1534334719, other_time: 3.0279388428
epoch time: 11.6428050995s, input_fired_time: 0.1810785532, output_fired_time: 0.0000000000, propagate_forward_time: 10.9198398590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418863297
validation[          , genome  7046] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       947.63080, best error:       947.63080 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 143.4458923340s, input_fired_time: 1.4649757147, output_fired_time: 1.3664882183, propagate_forward_time: 54.5471611023, propagate_backward_time: 83.0522537231, weight_update_time: 0.1527197510, other_time: 3.0150070190
epoch time: 11.7018270493s, input_fired_time: 0.1842181087, output_fired_time: 0.0000000000, propagate_forward_time: 10.9643554688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532531738
validation[          , genome  7046] predictions:    9689/  10000 (96.89%), best:    9716/10000 (97.16%), error:      1021.26282, best error:       947.63080 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 143.7341766357s, input_fired_time: 1.4707757235, output_fired_time: 1.3626886606, propagate_forward_time: 54.5773124695, propagate_backward_time: 83.2898941040, weight_update_time: 0.1535695940, other_time: 3.0335006714
epoch time: 11.7827329636s, input_fired_time: 0.1833420545, output_fired_time: 0.0000000000, propagate_forward_time: 11.0523653030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470256805
validation[          , genome  7046] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       894.14795, best error:       894.14795 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 143.1760253906s, input_fired_time: 1.4653850794, output_fired_time: 1.3654122353, propagate_forward_time: 54.3215751648, propagate_backward_time: 83.0038909912, weight_update_time: 0.1529429108, other_time: 3.0197601318
epoch time: 11.5871067047s, input_fired_time: 0.1836615205, output_fired_time: 0.0000000000, propagate_forward_time: 10.8438739777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595712662
validation[          , genome  7046] predictions:    9696/  10000 (96.96%), best:    9735/10000 (97.35%), error:      1034.35962, best error:       894.14795 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 143.4739227295s, input_fired_time: 1.4682471752, output_fired_time: 1.3597244024, propagate_forward_time: 54.4005317688, propagate_backward_time: 83.2151260376, weight_update_time: 0.1533059627, other_time: 3.0302963257
epoch time: 11.5205154419s, input_fired_time: 0.1814276874, output_fired_time: 0.0000000000, propagate_forward_time: 10.7969856262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421018600
validation[          , genome  7046] predictions:    9664/  10000 (96.64%), best:    9735/10000 (97.35%), error:      1090.44019, best error:       894.14795 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 143.9021148682s, input_fired_time: 1.4739679098, output_fired_time: 1.3632508516, propagate_forward_time: 54.7043342590, propagate_backward_time: 83.3079681396, weight_update_time: 0.1542823613, other_time: 3.0525970459
epoch time: 11.6295089722s, input_fired_time: 0.1803827584, output_fired_time: 0.0000000000, propagate_forward_time: 10.9211883545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5279378891
validation[          , genome  7046] predictions:    9629/  10000 (96.29%), best:    9735/10000 (97.35%), error:      1094.66833, best error:       894.14795 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 143.0883483887s, input_fired_time: 1.4670200348, output_fired_time: 1.3641308546, propagate_forward_time: 54.2915534973, propagate_backward_time: 82.9398040771, weight_update_time: 0.1533924788, other_time: 3.0258331299
epoch time: 11.6470212936s, input_fired_time: 0.1831214130, output_fired_time: 0.0000000000, propagate_forward_time: 10.9146366119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5492630005
validation[          , genome  7046] predictions:    9674/  10000 (96.74%), best:    9735/10000 (97.35%), error:      1018.59460, best error:       894.14795 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 142.5129547119s, input_fired_time: 1.4694921970, output_fired_time: 1.3538057804, propagate_forward_time: 53.9596481323, propagate_backward_time: 82.6561660767, weight_update_time: 0.1519977897, other_time: 3.0738372803
epoch time: 11.6738176346s, input_fired_time: 0.1830876172, output_fired_time: 0.0000000000, propagate_forward_time: 10.9503612518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403690338
validation[          , genome  7046] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       968.69733, best error:       894.14795 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 142.9901580811s, input_fired_time: 1.4686405659, output_fired_time: 1.3613463640, propagate_forward_time: 54.2631111145, propagate_backward_time: 82.8783874512, weight_update_time: 0.1526505202, other_time: 3.0186767578
epoch time: 11.6389265060s, input_fired_time: 0.1840327680, output_fired_time: 0.0000000000, propagate_forward_time: 10.9060831070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488109589
validation[          , genome  7046] predictions:    9718/  10000 (97.18%), best:    9735/10000 (97.35%), error:       946.03455, best error:       894.14795 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 143.6397705078s, input_fired_time: 1.4717692137, output_fired_time: 1.3685238361, propagate_forward_time: 54.5261497498, propagate_backward_time: 83.2242202759, weight_update_time: 0.1539848447, other_time: 3.0490951538
epoch time: 11.5823612213s, input_fired_time: 0.1874309629, output_fired_time: 0.0000000000, propagate_forward_time: 10.8575496674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373802185
validation[          , genome  7046] predictions:    9645/  10000 (96.45%), best:    9735/10000 (97.35%), error:      1167.53564, best error:       894.14795 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 143.6308441162s, input_fired_time: 1.4711002111, output_fired_time: 1.3656916618, propagate_forward_time: 54.5758476257, propagate_backward_time: 83.2133102417, weight_update_time: 0.1527831405, other_time: 3.0048904419
epoch time: 11.7055358887s, input_fired_time: 0.1833784282, output_fired_time: 0.0000000000, propagate_forward_time: 10.9828310013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393266678
validation[          , genome  7046] predictions:    9677/  10000 (96.77%), best:    9735/10000 (97.35%), error:      1009.82581, best error:       894.14795 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 143.1315002441s, input_fired_time: 1.4708663225, output_fired_time: 1.3591278791, propagate_forward_time: 54.4228019714, propagate_backward_time: 82.8262557983, weight_update_time: 0.1533392221, other_time: 3.0524368286
epoch time: 11.6167335510s, input_fired_time: 0.1840030849, output_fired_time: 0.0000000000, propagate_forward_time: 10.8893604279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433702469
validation[          , genome  7046] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       822.85803, best error:       822.85803 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 143.3785247803s, input_fired_time: 1.4751145840, output_fired_time: 1.3617087603, propagate_forward_time: 54.4076423645, propagate_backward_time: 83.0931625366, weight_update_time: 0.1539945602, other_time: 3.0409011841
epoch time: 11.7981328964s, input_fired_time: 0.1852370054, output_fired_time: 0.0000000000, propagate_forward_time: 11.0597391129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531568527
validation[          , genome  7046] predictions:    9696/  10000 (96.96%), best:    9758/10000 (97.58%), error:      1014.89960, best error:       822.85803 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 142.0128021240s, input_fired_time: 1.4635694027, output_fired_time: 1.3501303196, propagate_forward_time: 53.7446250916, propagate_backward_time: 82.4268569946, weight_update_time: 0.1527114809, other_time: 3.0276260376
epoch time: 11.6221790314s, input_fired_time: 0.1831081063, output_fired_time: 0.0000000000, propagate_forward_time: 10.9026889801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5363817215
validation[          , genome  7046] predictions:    9642/  10000 (96.42%), best:    9758/10000 (97.58%), error:      1160.97754, best error:       822.85803 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 143.3099975586s, input_fired_time: 1.4756727219, output_fired_time: 1.3645282984, propagate_forward_time: 54.3649711609, propagate_backward_time: 83.0612564087, weight_update_time: 0.1537288725, other_time: 3.0435562134
epoch time: 11.6399135590s, input_fired_time: 0.1824788302, output_fired_time: 0.0000000000, propagate_forward_time: 10.9282360077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291986465
validation[          , genome  7046] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       856.86157, best error:       822.85803 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 143.2683410645s, input_fired_time: 1.4826393127, output_fired_time: 1.3691976070, propagate_forward_time: 54.3416633606, propagate_backward_time: 82.9965057373, weight_update_time: 0.1539469510, other_time: 3.0783386230
epoch time: 11.6973295212s, input_fired_time: 0.1831034869, output_fired_time: 0.0000000000, propagate_forward_time: 10.9794120789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348138809
validation[          , genome  7046] predictions:    9745/  10000 (97.45%), best:    9758/10000 (97.58%), error:       842.76147, best error:       822.85803 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 143.1546783447s, input_fired_time: 1.4734308720, output_fired_time: 1.3580818176, propagate_forward_time: 54.3583946228, propagate_backward_time: 82.9307861328, weight_update_time: 0.1533714533, other_time: 3.0339813232
epoch time: 11.7000608444s, input_fired_time: 0.1852958202, output_fired_time: 0.0000000000, propagate_forward_time: 10.9616413116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531234741
validation[          , genome  7046] predictions:    9718/  10000 (97.18%), best:    9758/10000 (97.58%), error:       887.80127, best error:       822.85803 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 143.7162933350s, input_fired_time: 1.4791668653, output_fired_time: 1.3681805134, propagate_forward_time: 54.4999618530, propagate_backward_time: 83.3369903564, weight_update_time: 0.1534984410, other_time: 3.0319900513
epoch time: 11.6411552429s, input_fired_time: 0.1854407340, output_fired_time: 0.0000000000, propagate_forward_time: 10.9091157913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5465984344
validation[          , genome  7046] predictions:    9661/  10000 (96.61%), best:    9758/10000 (97.58%), error:      1053.62854, best error:       822.85803 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 143.5629272461s, input_fired_time: 1.4804855585, output_fired_time: 1.3607708216, propagate_forward_time: 54.5537223816, propagate_backward_time: 83.1399002075, weight_update_time: 0.1533530056, other_time: 3.0280532837
epoch time: 11.8047599792s, input_fired_time: 0.1885327250, output_fired_time: 0.0000000000, propagate_forward_time: 11.0594835281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5567436218
validation[          , genome  7046] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       831.84625, best error:       822.85803 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 143.4539947510s, input_fired_time: 1.4725944996, output_fired_time: 1.3665454388, propagate_forward_time: 54.4520339966, propagate_backward_time: 83.1566162109, weight_update_time: 0.1525230110, other_time: 3.0062026978
epoch time: 11.5657415390s, input_fired_time: 0.1829708815, output_fired_time: 0.0000000000, propagate_forward_time: 10.8462524414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365180969
validation[          , genome  7046] predictions:    9706/  10000 (97.06%), best:    9758/10000 (97.58%), error:       955.97363, best error:       822.85803 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 143.6077117920s, input_fired_time: 1.4802663326, output_fired_time: 1.3651804924, propagate_forward_time: 54.5363311768, propagate_backward_time: 83.2011489868, weight_update_time: 0.1529940963, other_time: 3.0247879028
epoch time: 11.6335134506s, input_fired_time: 0.1844065189, output_fired_time: 0.0000000000, propagate_forward_time: 10.9017734528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473337173
validation[          , genome  7046] predictions:    9687/  10000 (96.87%), best:    9758/10000 (97.58%), error:       960.24481, best error:       822.85803 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 143.2787017822s, input_fired_time: 1.4852536917, output_fired_time: 1.3642624617, propagate_forward_time: 54.4137496948, propagate_backward_time: 82.9949722290, weight_update_time: 0.1529541761, other_time: 3.0204620361
epoch time: 11.6304607391s, input_fired_time: 0.1858693212, output_fired_time: 0.0000000000, propagate_forward_time: 10.8958110809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487804413
validation[          , genome  7046] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       888.92462, best error:       822.85803 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 143.7443695068s, input_fired_time: 1.4818066359, output_fired_time: 1.3673613071, propagate_forward_time: 54.6323814392, propagate_backward_time: 83.2303848267, weight_update_time: 0.1533724964, other_time: 3.0324325562
epoch time: 11.6525220871s, input_fired_time: 0.1852897704, output_fired_time: 0.0000000000, propagate_forward_time: 10.9229431152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442895889
validation[          , genome  7046] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       815.82532, best error:       815.82532 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.2946777344s, input_fired_time: 1.4770523310, output_fired_time: 1.3619297743, propagate_forward_time: 54.4173088074, propagate_backward_time: 82.9966812134, weight_update_time: 0.1541824937, other_time: 3.0417098999
epoch time: 11.6954221725s, input_fired_time: 0.1846103668, output_fired_time: 0.0000000000, propagate_forward_time: 10.9701795578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406322479
validation[          , genome  7046] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       918.48962, best error:       815.82532 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 143.4095306396s, input_fired_time: 1.4778754711, output_fired_time: 1.3610985279, propagate_forward_time: 54.4074020386, propagate_backward_time: 83.1441497803, weight_update_time: 0.1531615555, other_time: 3.0190048218
epoch time: 11.6618318558s, input_fired_time: 0.1847603619, output_fired_time: 0.0000000000, propagate_forward_time: 10.9335565567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5435152054
validation[          , genome  7046] predictions:    9735/  10000 (97.35%), best:    9753/10000 (97.53%), error:       894.12122, best error:       815.82532 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 143.7211914063s, input_fired_time: 1.4900329113, output_fired_time: 1.3656059504, propagate_forward_time: 54.5842742920, propagate_backward_time: 83.2022171021, weight_update_time: 0.1548163295, other_time: 3.0790634155
epoch time: 11.6414318085s, input_fired_time: 0.1862943023, output_fired_time: 0.0000000000, propagate_forward_time: 10.9127721786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423650742
validation[          , genome  7046] predictions:    9720/  10000 (97.20%), best:    9753/10000 (97.53%), error:       898.06317, best error:       815.82532 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 142.9327239990s, input_fired_time: 1.4804544449, output_fired_time: 1.3617399931, propagate_forward_time: 54.1973457336, propagate_backward_time: 82.8584365845, weight_update_time: 0.1529383659, other_time: 3.0347518921
epoch time: 11.6587686539s, input_fired_time: 0.1858872771, output_fired_time: 0.0000000000, propagate_forward_time: 10.9321813583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406999588
validation[          , genome  7046] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       921.01349, best error:       815.82532 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 143.9468994141s, input_fired_time: 1.4836972952, output_fired_time: 1.3682278395, propagate_forward_time: 54.6838684082, propagate_backward_time: 83.3918151855, weight_update_time: 0.1530258954, other_time: 3.0192871094
epoch time: 11.7269763947s, input_fired_time: 0.1860132217, output_fired_time: 0.0000000000, propagate_forward_time: 11.0031347275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378284454
validation[          , genome  7046] predictions:    9638/  10000 (96.38%), best:    9753/10000 (97.53%), error:      1194.09070, best error:       815.82532 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 143.8605194092s, input_fired_time: 1.4892737865, output_fired_time: 1.3726943731, propagate_forward_time: 54.6052742004, propagate_backward_time: 83.3540496826, weight_update_time: 0.1533258706, other_time: 3.0392303467
epoch time: 11.7202262878s, input_fired_time: 0.1866296530, output_fired_time: 0.0000000000, propagate_forward_time: 10.9875478745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460491180
validation[          , genome  7046] predictions:    9711/  10000 (97.11%), best:    9753/10000 (97.53%), error:       908.84918, best error:       815.82532 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 143.5572204590s, input_fired_time: 1.4886755943, output_fired_time: 1.3672703505, propagate_forward_time: 54.5458068848, propagate_backward_time: 83.1107254028, weight_update_time: 0.1535353363, other_time: 3.0447463989
epoch time: 11.6189937592s, input_fired_time: 0.1858447939, output_fired_time: 0.0000000000, propagate_forward_time: 10.8958749771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372743607
validation[          , genome  7046] predictions:    9740/  10000 (97.40%), best:    9753/10000 (97.53%), error:       851.14441, best error:       815.82532 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 143.9169464111s, input_fired_time: 1.4885543585, output_fired_time: 1.3749749660, propagate_forward_time: 54.5959167480, propagate_backward_time: 83.4179229736, weight_update_time: 0.1534713209, other_time: 3.0395812988
epoch time: 11.4070653915s, input_fired_time: 0.1840773374, output_fired_time: 0.0000000000, propagate_forward_time: 10.6747694016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5482187271
validation[          , genome  7046] predictions:    9686/  10000 (96.86%), best:    9753/10000 (97.53%), error:       984.78339, best error:       815.82532 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 142.3864440918s, input_fired_time: 1.4864094257, output_fired_time: 1.3589302301, propagate_forward_time: 54.0859870911, propagate_backward_time: 82.3911743164, weight_update_time: 0.1546775699, other_time: 3.0639495850
epoch time: 11.6769371033s, input_fired_time: 0.1857372522, output_fired_time: 0.0000000000, propagate_forward_time: 10.9536914825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375080109
validation[          , genome  7046] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       915.83472, best error:       815.82532 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 143.9711303711s, input_fired_time: 1.4912518263, output_fired_time: 1.3656386137, propagate_forward_time: 54.7238883972, propagate_backward_time: 83.3341369629, weight_update_time: 0.1542613208, other_time: 3.0562133789
epoch time: 11.7396335602s, input_fired_time: 0.1877908707, output_fired_time: 0.0000000000, propagate_forward_time: 10.9999179840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519247055
validation[          , genome  7046] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       887.34113, best error:       815.82532 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 143.5055541992s, input_fired_time: 1.4909669161, output_fired_time: 1.3623949289, propagate_forward_time: 54.5346412659, propagate_backward_time: 83.0620117188, weight_update_time: 0.1541405171, other_time: 3.0555419922
epoch time: 11.4824466705s, input_fired_time: 0.1846308261, output_fired_time: 0.0000000000, propagate_forward_time: 10.7523260117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454902649
validation[          , genome  7046] predictions:    9731/  10000 (97.31%), best:    9753/10000 (97.53%), error:       940.77509, best error:       815.82532 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.7810211182s, input_fired_time: 1.4904843569, output_fired_time: 1.3701819181, propagate_forward_time: 54.4939765930, propagate_backward_time: 83.3702316284, weight_update_time: 0.1540918797, other_time: 3.0561599731
epoch time: 11.6161451340s, input_fired_time: 0.1855779886, output_fired_time: 0.0000000000, propagate_forward_time: 10.8922977448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382690430
validation[          , genome  7046] predictions:    9711/  10000 (97.11%), best:    9753/10000 (97.53%), error:       937.37207, best error:       815.82532 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 142.3957214355s, input_fired_time: 1.4877737761, output_fired_time: 1.3553195000, propagate_forward_time: 54.1144638062, propagate_backward_time: 82.3989181519, weight_update_time: 0.1530601680, other_time: 3.0392456055
epoch time: 11.5998897552s, input_fired_time: 0.1852544099, output_fired_time: 0.0000000000, propagate_forward_time: 10.8803815842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342540741
validation[          , genome  7046] predictions:    9660/  10000 (96.60%), best:    9753/10000 (97.53%), error:      1060.05090, best error:       815.82532 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 143.6023559570s, input_fired_time: 1.4899531603, output_fired_time: 1.3650125265, propagate_forward_time: 54.5500755310, propagate_backward_time: 83.1662597656, weight_update_time: 0.1536121219, other_time: 3.0310516357
epoch time: 11.2798433304s, input_fired_time: 0.1844259799, output_fired_time: 0.0000000000, propagate_forward_time: 10.5495271683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458898544
validation[          , genome  7046] predictions:    9746/  10000 (97.46%), best:    9753/10000 (97.53%), error:       841.79602, best error:       815.82532 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 143.8500213623s, input_fired_time: 1.4939079285, output_fired_time: 1.3668068647, propagate_forward_time: 54.7048454285, propagate_backward_time: 83.2430419922, weight_update_time: 0.1540672928, other_time: 3.0414123535
epoch time: 11.5767107010s, input_fired_time: 0.1855273396, output_fired_time: 0.0000000000, propagate_forward_time: 10.8595466614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316362381
validation[          , genome  7046] predictions:    9725/  10000 (97.25%), best:    9753/10000 (97.53%), error:       925.16284, best error:       815.82532 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 143.9102325439s, input_fired_time: 1.4931259155, output_fired_time: 1.3651899099, propagate_forward_time: 54.6768913269, propagate_backward_time: 83.3509826660, weight_update_time: 0.1530488878, other_time: 3.0240478516
epoch time: 11.7585735321s, input_fired_time: 0.1873935759, output_fired_time: 0.0000000000, propagate_forward_time: 11.0314836502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396966934
validation[          , genome  7046] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       774.17432, best error:       774.17432 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 143.1994781494s, input_fired_time: 1.4941023588, output_fired_time: 1.3629839420, propagate_forward_time: 54.3076629639, propagate_backward_time: 82.9825210571, weight_update_time: 0.1539838016, other_time: 3.0522079468
epoch time: 11.6893672943s, input_fired_time: 0.1881308705, output_fired_time: 0.0000000000, propagate_forward_time: 10.9483137131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529222488
validation[          , genome  7046] predictions:    9634/  10000 (96.34%), best:    9759/10000 (97.59%), error:      1138.19995, best error:       774.17432 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 142.7185058594s, input_fired_time: 1.4888553619, output_fired_time: 1.3596858978, propagate_forward_time: 54.0782814026, propagate_backward_time: 82.7453002930, weight_update_time: 0.1535993218, other_time: 3.0463867188
epoch time: 11.5393152237s, input_fired_time: 0.1860305816, output_fired_time: 0.0000000000, propagate_forward_time: 10.8136558533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396289825
validation[          , genome  7046] predictions:    9761/  10000 (97.61%), best:    9759/10000 (97.59%), error:       837.71167, best error:       774.17432 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 142.8565521240s, input_fired_time: 1.4974067211, output_fired_time: 1.3662693501, propagate_forward_time: 54.1868247986, propagate_backward_time: 82.7444610596, weight_update_time: 0.1540872306, other_time: 3.0615844727
epoch time: 11.5887660980s, input_fired_time: 0.1875000447, output_fired_time: 0.0000000000, propagate_forward_time: 10.8491640091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521020889
validation[          , genome  7046] predictions:    9705/  10000 (97.05%), best:    9759/10000 (97.59%), error:       962.90582, best error:       774.17432 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 143.4770355225s, input_fired_time: 1.4927213192, output_fired_time: 1.3642020226, propagate_forward_time: 54.4866104126, propagate_backward_time: 83.1020889282, weight_update_time: 0.1533192396, other_time: 3.0314178467
epoch time: 11.6919069290s, input_fired_time: 0.1873449087, output_fired_time: 0.0000000000, propagate_forward_time: 10.9641780853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403842926
validation[          , genome  7046] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       827.11383, best error:       774.17432 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 143.0003051758s, input_fired_time: 1.4930566549, output_fired_time: 1.3555920124, propagate_forward_time: 54.3834953308, propagate_backward_time: 82.7187347412, weight_update_time: 0.1543018073, other_time: 3.0494232178
epoch time: 11.7624368668s, input_fired_time: 0.1903774589, output_fired_time: 0.0000000000, propagate_forward_time: 11.0096988678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623607635
validation[          , genome  7046] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       848.56116, best error:       774.17432 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 144.0794982910s, input_fired_time: 1.5003445148, output_fired_time: 1.3696188927, propagate_forward_time: 54.6930046082, propagate_backward_time: 83.4404373169, weight_update_time: 0.1551143080, other_time: 3.0760879517
epoch time: 11.6696004868s, input_fired_time: 0.1884590536, output_fired_time: 0.0000000000, propagate_forward_time: 10.9279918671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531492233
validation[          , genome  7046] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       880.74805, best error:       774.17432 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 142.0266723633s, input_fired_time: 1.4897844791, output_fired_time: 1.3453379869, propagate_forward_time: 53.9093704224, propagate_backward_time: 82.2230300903, weight_update_time: 0.1537078619, other_time: 3.0591430664
epoch time: 11.3979492188s, input_fired_time: 0.1847342402, output_fired_time: 0.0000000000, propagate_forward_time: 10.6706161499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425987244
validation[          , genome  7046] predictions:    9675/  10000 (96.75%), best:    9759/10000 (97.59%), error:      1046.04468, best error:       774.17432 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 143.6528778076s, input_fired_time: 1.4995529652, output_fired_time: 1.3703176975, propagate_forward_time: 54.5387535095, propagate_backward_time: 83.2007522583, weight_update_time: 0.1537728608, other_time: 3.0434951782
epoch time: 11.7314691544s, input_fired_time: 0.1892900020, output_fired_time: 0.0000000000, propagate_forward_time: 11.0006990433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5414800644
validation[          , genome  7046] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       867.48676, best error:       774.17432 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 143.2483978271s, input_fired_time: 1.5001415014, output_fired_time: 1.3640760183, propagate_forward_time: 54.3011703491, propagate_backward_time: 82.9923934937, weight_update_time: 0.1547416300, other_time: 3.0906219482
epoch time: 11.7564659119s, input_fired_time: 0.1918228567, output_fired_time: 0.0000000000, propagate_forward_time: 11.0013217926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633211136
validation[          , genome  7046] predictions:    9699/  10000 (96.99%), best:    9759/10000 (97.59%), error:       975.86774, best error:       774.17432 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 143.0806884766s, input_fired_time: 1.4952318668, output_fired_time: 1.3626461029, propagate_forward_time: 54.3314056396, propagate_backward_time: 82.8668212891, weight_update_time: 0.1533095241, other_time: 3.0245819092
epoch time: 11.6756954193s, input_fired_time: 0.1892505586, output_fired_time: 0.0000000000, propagate_forward_time: 10.9396944046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467500687
validation[          , genome  7046] predictions:    9749/  10000 (97.49%), best:    9759/10000 (97.59%), error:       841.72339, best error:       774.17432 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 143.3103485107s, input_fired_time: 1.4983412027, output_fired_time: 1.3639926910, propagate_forward_time: 54.4191093445, propagate_backward_time: 82.9777221680, weight_update_time: 0.1538465768, other_time: 3.0511779785
epoch time: 11.6496362686s, input_fired_time: 0.1894697249, output_fired_time: 0.0000000000, propagate_forward_time: 10.9177064896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424604416
validation[          , genome  7046] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       761.82617, best error:       761.82617 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 144.1144866943s, input_fired_time: 1.5056377649, output_fired_time: 1.3746454716, propagate_forward_time: 54.7803726196, propagate_backward_time: 83.3808593750, weight_update_time: 0.1557164192, other_time: 3.0729751587
epoch time: 11.5817632675s, input_fired_time: 0.1905546635, output_fired_time: 0.0000000000, propagate_forward_time: 10.8323516846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5588569641
validation[          , genome  7046] predictions:    9723/  10000 (97.23%), best:    9759/10000 (97.59%), error:       955.26031, best error:       761.82617 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 143.8457946777s, input_fired_time: 1.5001045465, output_fired_time: 1.3700360060, propagate_forward_time: 54.6707839966, propagate_backward_time: 83.2715759277, weight_update_time: 0.1537247300, other_time: 3.0332870483
epoch time: 11.7016410828s, input_fired_time: 0.1891671270, output_fired_time: 0.0000000000, propagate_forward_time: 10.9666929245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457811356
validation[          , genome  7046] predictions:    9710/  10000 (97.10%), best:    9759/10000 (97.59%), error:       915.26416, best error:       761.82617 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 143.4626159668s, input_fired_time: 1.5062853098, output_fired_time: 1.3692926168, propagate_forward_time: 54.4562683105, propagate_backward_time: 83.0364227295, weight_update_time: 0.1554322243, other_time: 3.0943450928
epoch time: 11.7718009949s, input_fired_time: 0.1917266548, output_fired_time: 0.0000000000, propagate_forward_time: 11.0293779373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506963730
validation[          , genome  7046] predictions:    9752/  10000 (97.52%), best:    9759/10000 (97.59%), error:       817.77539, best error:       761.82617 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 143.2760467529s, input_fired_time: 1.5066643953, output_fired_time: 1.3655008078, propagate_forward_time: 54.3699531555, propagate_backward_time: 82.9352493286, weight_update_time: 0.1557906866, other_time: 3.0986862183
epoch time: 11.6302051544s, input_fired_time: 0.1873034686, output_fired_time: 0.0000000000, propagate_forward_time: 10.9052190781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376825333
validation[          , genome  7046] predictions:    9765/  10000 (97.65%), best:    9759/10000 (97.59%), error:       776.80981, best error:       761.82617 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 143.7174072266s, input_fired_time: 1.5090975761, output_fired_time: 1.3703234196, propagate_forward_time: 54.4833717346, propagate_backward_time: 83.2401199341, weight_update_time: 0.1553902775, other_time: 3.1144943237
epoch time: 11.7460584641s, input_fired_time: 0.1888599396, output_fired_time: 0.0000000000, propagate_forward_time: 11.0131244659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440740585
validation[          , genome  7046] predictions:    9554/  10000 (95.54%), best:    9759/10000 (97.59%), error:      1514.09106, best error:       761.82617 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 143.7047271729s, input_fired_time: 1.5099437237, output_fired_time: 1.3630779982, propagate_forward_time: 54.5374870300, propagate_backward_time: 83.2149353027, weight_update_time: 0.1552413255, other_time: 3.0792694092
epoch time: 11.6436004639s, input_fired_time: 0.1903222352, output_fired_time: 0.0000000000, propagate_forward_time: 10.8960084915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572700500
validation[          , genome  7046] predictions:    9760/  10000 (97.60%), best:    9759/10000 (97.59%), error:       775.87665, best error:       761.82617 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 143.6572875977s, input_fired_time: 1.5092854500, output_fired_time: 1.3648395538, propagate_forward_time: 54.4431877136, propagate_backward_time: 83.2338409424, weight_update_time: 0.1568284333, other_time: 3.1061248779
epoch time: 11.6676673889s, input_fired_time: 0.1891691834, output_fired_time: 0.0000000000, propagate_forward_time: 10.9363183975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421800613
validation[          , genome  7046] predictions:    9766/  10000 (97.66%), best:    9759/10000 (97.59%), error:       804.90570, best error:       761.82617 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 143.1069030762s, input_fired_time: 1.5075384378, output_fired_time: 1.3620254993, propagate_forward_time: 54.2171516418, propagate_backward_time: 82.9225997925, weight_update_time: 0.1555229276, other_time: 3.0975875854
epoch time: 11.6388759613s, input_fired_time: 0.1920348257, output_fired_time: 0.0000000000, propagate_forward_time: 10.8891344070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5577068329
validation[          , genome  7046] predictions:    9740/  10000 (97.40%), best:    9759/10000 (97.59%), error:       843.43201, best error:       761.82617 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 143.6299896240s, input_fired_time: 1.5072194338, output_fired_time: 1.3738733530, propagate_forward_time: 54.5251998901, propagate_backward_time: 83.1524124146, weight_update_time: 0.1551091969, other_time: 3.0712890625
epoch time: 11.6402359009s, input_fired_time: 0.1951349974, output_fired_time: 0.0000000000, propagate_forward_time: 10.8751640320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5699367523
validation[          , genome  7046] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       948.56042, best error:       761.82617 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 143.8593750000s, input_fired_time: 1.5093436241, output_fired_time: 1.3700647354, propagate_forward_time: 54.6358833313, propagate_backward_time: 83.2882843018, weight_update_time: 0.1545455009, other_time: 3.0558013916
epoch time: 11.7898349762s, input_fired_time: 0.1931176931, output_fired_time: 0.0000000000, propagate_forward_time: 11.0375270844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5591897964
validation[          , genome  7046] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       849.53967, best error:       761.82617 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 143.0867156982s, input_fired_time: 1.5092792511, output_fired_time: 1.3642839193, propagate_forward_time: 54.2582015991, propagate_backward_time: 82.8704223633, weight_update_time: 0.1549074352, other_time: 3.0845260620
epoch time: 11.6770839691s, input_fired_time: 0.1903687865, output_fired_time: 0.0000000000, propagate_forward_time: 10.9307727814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559425354
validation[          , genome  7046] predictions:    9735/  10000 (97.35%), best:    9759/10000 (97.59%), error:       875.56592, best error:       761.82617 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 143.2149810791s, input_fired_time: 1.5114176273, output_fired_time: 1.3664369583, propagate_forward_time: 54.3895492554, propagate_backward_time: 82.8486404419, weight_update_time: 0.1555925906, other_time: 3.0989379883
epoch time: 11.4593782425s, input_fired_time: 0.1897528619, output_fired_time: 0.0000000000, propagate_forward_time: 10.7189149857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507106781
validation[          , genome  7046] predictions:    9755/  10000 (97.55%), best:    9759/10000 (97.59%), error:       822.51965, best error:       761.82617 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 143.7479705811s, input_fired_time: 1.5184516907, output_fired_time: 1.3735381365, propagate_forward_time: 54.5689277649, propagate_backward_time: 83.1551895142, weight_update_time: 0.1583947092, other_time: 3.1318740845
epoch time: 11.7667551041s, input_fired_time: 0.1916769445, output_fired_time: 0.0000000000, propagate_forward_time: 11.0242176056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5508604050
validation[          , genome  7046] predictions:    9742/  10000 (97.42%), best:    9759/10000 (97.59%), error:       851.24036, best error:       761.82617 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 143.6060943604s, input_fired_time: 1.5103291273, output_fired_time: 1.3646858931, propagate_forward_time: 54.4812431335, propagate_backward_time: 83.1653900146, weight_update_time: 0.1562329978, other_time: 3.0844421387
epoch time: 11.7245416641s, input_fired_time: 0.1910026222, output_fired_time: 0.0000000000, propagate_forward_time: 10.9866895676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468492508
validation[          , genome  7046] predictions:    9754/  10000 (97.54%), best:    9759/10000 (97.59%), error:       814.39648, best error:       761.82617 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 143.6072540283s, input_fired_time: 1.5129439831, output_fired_time: 1.3667244911, propagate_forward_time: 54.4474525452, propagate_backward_time: 83.1794891357, weight_update_time: 0.1553621292, other_time: 3.1006469727
epoch time: 11.7570714951s, input_fired_time: 0.1936977953, output_fired_time: 0.0000000000, propagate_forward_time: 11.0016784668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5616950989
validation[          , genome  7046] predictions:    9737/  10000 (97.37%), best:    9759/10000 (97.59%), error:       889.93402, best error:       761.82617 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 143.3882141113s, input_fired_time: 1.5187922716, output_fired_time: 1.3703620434, propagate_forward_time: 54.4275360107, propagate_backward_time: 82.9536514282, weight_update_time: 0.1557072699, other_time: 3.1178665161
epoch time: 11.7150869370s, input_fired_time: 0.1918064952, output_fired_time: 0.0000000000, propagate_forward_time: 10.9715251923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5517549515
validation[          , genome  7046] predictions:    9744/  10000 (97.44%), best:    9759/10000 (97.59%), error:       837.31348, best error:       761.82617 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 143.7426300049s, input_fired_time: 1.5157222748, output_fired_time: 1.3670568466, propagate_forward_time: 54.4988555908, propagate_backward_time: 83.2775115967, weight_update_time: 0.1553421766, other_time: 3.0834960938
epoch time: 11.7996330261s, input_fired_time: 0.1921833009, output_fired_time: 0.0000000000, propagate_forward_time: 11.0578718185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495777130
validation[          , genome  7046] predictions:    9692/  10000 (96.92%), best:    9759/10000 (97.59%), error:       997.74982, best error:       761.82617 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 143.3466949463s, input_fired_time: 1.5119248629, output_fired_time: 1.3716046810, propagate_forward_time: 54.4044609070, propagate_backward_time: 82.9891128540, weight_update_time: 0.1543718874, other_time: 3.0695877075
epoch time: 11.7185125351s, input_fired_time: 0.1895788014, output_fired_time: 0.0000000000, propagate_forward_time: 10.9958209991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331125259
validation[          , genome  7046] predictions:    9764/  10000 (97.64%), best:    9759/10000 (97.59%), error:       775.50610, best error:       761.82617 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 143.4229431152s, input_fired_time: 1.5126161575, output_fired_time: 1.3641421795, propagate_forward_time: 54.3492164612, propagate_backward_time: 83.1141891479, weight_update_time: 0.1548577398, other_time: 3.0827865601
epoch time: 11.6580638885s, input_fired_time: 0.1921920180, output_fired_time: 0.0000000000, propagate_forward_time: 10.9117631912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541086197
validation[          , genome  7046] predictions:    9732/  10000 (97.32%), best:    9759/10000 (97.59%), error:       881.12000, best error:       761.82617 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 142.1367034912s, input_fired_time: 1.5033974648, output_fired_time: 1.3520376682, propagate_forward_time: 53.8567314148, propagate_backward_time: 82.3657455444, weight_update_time: 0.1544891894, other_time: 3.0587844849
epoch time: 11.2543888092s, input_fired_time: 0.1884339452, output_fired_time: 0.0000000000, propagate_forward_time: 10.5099859238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559692383
validation[          , genome  7046] predictions:    9663/  10000 (96.63%), best:    9759/10000 (97.59%), error:      1089.72522, best error:       761.82617 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 142.9072570801s, input_fired_time: 1.5094014406, output_fired_time: 1.3578947783, propagate_forward_time: 54.2171936035, propagate_backward_time: 82.7721786499, weight_update_time: 0.1535906345, other_time: 3.0505905151
epoch time: 11.3245983124s, input_fired_time: 0.1912007481, output_fired_time: 0.0000000000, propagate_forward_time: 10.5712022781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621948242
validation[          , genome  7046] predictions:    9765/  10000 (97.65%), best:    9759/10000 (97.59%), error:       800.78625, best error:       761.82617 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 143.3386993408s, input_fired_time: 1.5148040056, output_fired_time: 1.3637566566, propagate_forward_time: 54.4535026550, propagate_backward_time: 82.9354400635, weight_update_time: 0.1550175846, other_time: 3.0711975098
epoch time: 11.7405891418s, input_fired_time: 0.1927844286, output_fired_time: 0.0000000000, propagate_forward_time: 10.9930620193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547428131
validation[          , genome  7046] predictions:    9638/  10000 (96.38%), best:    9759/10000 (97.59%), error:      1202.15088, best error:       761.82617 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 141.2945709229s, input_fired_time: 1.4998404980, output_fired_time: 1.3466293812, propagate_forward_time: 53.4145164490, propagate_backward_time: 81.9837646484, weight_update_time: 0.1531605422, other_time: 3.0498046875
epoch time: 11.7172212601s, input_fired_time: 0.1919365376, output_fired_time: 0.0000000000, propagate_forward_time: 10.9807443619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445404053
validation[          , genome  7046] predictions:    9724/  10000 (97.24%), best:    9759/10000 (97.59%), error:       921.32196, best error:       761.82617 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 143.0185241699s, input_fired_time: 1.5156536102, output_fired_time: 1.3599497080, propagate_forward_time: 54.2218475342, propagate_backward_time: 82.8047866821, weight_update_time: 0.1563308835, other_time: 3.1162796021
epoch time: 11.3679971695s, input_fired_time: 0.1896811724, output_fired_time: 0.0000000000, propagate_forward_time: 10.6365699768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5417461395
validation[          , genome  7046] predictions:    9753/  10000 (97.53%), best:    9759/10000 (97.59%), error:       820.26202, best error:       761.82617 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: 57.7744827271s, input_fired_time: 0.9454548955, output_fired_time: 0.0000000000, propagate_forward_time: 54.0022010803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8268280029
best training[          , genome  7046] predictions:   49577/  50000 (99.15%), best:    9759/10000 (97.59%), error:      1727.17493, best error:       761.82617 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: 11.6777153015s, input_fired_time: 0.1897077858, output_fired_time: 0.0000000000, propagate_forward_time: 10.9320526123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5559549332
   testing[          , genome  7046] predictions:    9787/  10000 (97.87%), best:    9759/10000 (97.59%), error:       712.06464, best error:       761.82617 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:25:19 (1592): called boinc_finish(0)

</stderr_txt>
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