Nameexact_genome_1512568488_45_5042_1
Workunit2596409
Created7 Dec 2017, 12:58:47 UTC
Sent7 Dec 2017, 13:00:50 UTC
Report deadline15 Dec 2017, 12:19:51 UTC
Received7 Dec 2017, 22:57:47 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time4 hours 25 min 4 sec
CPU time4 hours 17 min 36 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.63 MB
Peak swap size157.88 MB
Peak disk usage1.84 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.54%), best:    9755/10000 (97.55%), error:      1090.67432, best error:       866.24237 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 149.6228637695s, input_fired_time: 1.5236086845, output_fired_time: 1.3552694321, propagate_forward_time: 56.6863937378, propagate_backward_time: 86.6697616577, weight_update_time: 0.1634394228, other_time: 3.3878326416
epoch time: 12.5283679962s, input_fired_time: 0.1910296679, output_fired_time: 0.0000000000, propagate_forward_time: 11.7460308075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5913076401
validation[          , genome  5042] predictions:    9705/  10000 (97.05%), best:    9755/10000 (97.55%), error:       966.91998, best error:       866.24237 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 147.4970550537s, input_fired_time: 1.5285716057, output_fired_time: 1.3165879250, propagate_forward_time: 56.6202926636, propagate_backward_time: 84.6681518555, weight_update_time: 0.1627567261, other_time: 3.3634567261
epoch time: 12.4834089279s, input_fired_time: 0.1938543469, output_fired_time: 0.0000000000, propagate_forward_time: 11.6755313873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6140232086
validation[          , genome  5042] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       858.18756, best error:       858.18756 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 148.4365997314s, input_fired_time: 1.5132806301, output_fired_time: 1.3207834959, propagate_forward_time: 54.1136016846, propagate_backward_time: 88.0978851318, weight_update_time: 0.1738608181, other_time: 3.3910522461
epoch time: 14.3745803833s, input_fired_time: 0.2447291464, output_fired_time: 0.0000000000, propagate_forward_time: 13.4211826324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7086687088
validation[          , genome  5042] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       957.98773, best error:       858.18756 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 148.4060058594s, input_fired_time: 1.5139333010, output_fired_time: 1.3224625587, propagate_forward_time: 55.5765838623, propagate_backward_time: 86.6466827393, weight_update_time: 0.1617671400, other_time: 3.3463439941
epoch time: 12.5011663437s, input_fired_time: 1.2047357559, output_fired_time: 0.0000000000, propagate_forward_time: 10.6912956238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051349640
validation[          , genome  5042] predictions:    9716/  10000 (97.16%), best:    9725/10000 (97.25%), error:       941.91119, best error:       858.18756 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 157.5775299072s, input_fired_time: 1.5690569878, output_fired_time: 1.4220546484, propagate_forward_time: 62.9537277222, propagate_backward_time: 88.0749359131, weight_update_time: 0.1777162254, other_time: 3.5577468872
epoch time: 11.1828994751s, input_fired_time: 0.1870550513, output_fired_time: 0.0000000000, propagate_forward_time: 10.4166078568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792369843
validation[          , genome  5042] predictions:    9695/  10000 (96.95%), best:    9725/10000 (97.25%), error:      1049.67322, best error:       858.18756 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 148.4143371582s, input_fired_time: 3.4301798344, output_fired_time: 1.3207824230, propagate_forward_time: 53.7528648376, propagate_backward_time: 86.5360946655, weight_update_time: 0.1627846360, other_time: 3.3744125366
epoch time: 11.1267490387s, input_fired_time: 0.1889590472, output_fired_time: 0.0000000000, propagate_forward_time: 10.3536071777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5841827393
validation[          , genome  5042] predictions:    9747/  10000 (97.47%), best:    9725/10000 (97.25%), error:       880.61884, best error:       858.18756 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 149.1721343994s, input_fired_time: 1.5238932371, output_fired_time: 1.3261222839, propagate_forward_time: 58.0295867920, propagate_backward_time: 83.9209365845, weight_update_time: 0.1628403068, other_time: 4.3715896606
epoch time: 11.2056093216s, input_fired_time: 0.1906396449, output_fired_time: 0.0000000000, propagate_forward_time: 10.4231529236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918169022
validation[          , genome  5042] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       857.33484, best error:       857.33484 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 158.3100738525s, input_fired_time: 1.6373965740, output_fired_time: 1.4508258104, propagate_forward_time: 60.5450744629, propagate_backward_time: 91.1185302734, weight_update_time: 0.1697629690, other_time: 3.5582580566
epoch time: 12.5019712448s, input_fired_time: 0.1948976815, output_fired_time: 0.0000000000, propagate_forward_time: 11.7084417343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5986318588
validation[          , genome  5042] predictions:    9742/  10000 (97.42%), best:    9746/10000 (97.46%), error:       885.03412, best error:       857.33484 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 147.6390991211s, input_fired_time: 1.5121705532, output_fired_time: 1.3144145012, propagate_forward_time: 55.7571983337, propagate_backward_time: 85.6768264771, weight_update_time: 0.1636290103, other_time: 3.3784866333
epoch time: 12.5137863159s, input_fired_time: 0.1950805187, output_fired_time: 0.0000000000, propagate_forward_time: 11.7140922546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046133041
validation[          , genome  5042] predictions:    9697/  10000 (96.97%), best:    9746/10000 (97.46%), error:       989.65857, best error:       857.33484 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 147.5084838867s, input_fired_time: 1.5082498789, output_fired_time: 1.3122966290, propagate_forward_time: 53.7751655579, propagate_backward_time: 87.5525436401, weight_update_time: 0.1632551700, other_time: 3.3602218628
epoch time: 12.6112213135s, input_fired_time: 0.1967190951, output_fired_time: 0.0000000000, propagate_forward_time: 11.8004007339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6141014099
validation[          , genome  5042] predictions:    9700/  10000 (97.00%), best:    9746/10000 (97.46%), error:       962.37054, best error:       857.33484 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 147.9378967285s, input_fired_time: 1.5144877434, output_fired_time: 1.3184674978, propagate_forward_time: 53.9000473022, propagate_backward_time: 86.7896118164, weight_update_time: 0.1643079519, other_time: 4.4152908325
epoch time: 12.5315990448s, input_fired_time: 0.1954543591, output_fired_time: 0.0000000000, propagate_forward_time: 11.7302579880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058864594
validation[          , genome  5042] predictions:    9733/  10000 (97.33%), best:    9746/10000 (97.46%), error:       971.61011, best error:       857.33484 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 172.9530944824s, input_fired_time: 1.7769330740, output_fired_time: 1.5728820562, propagate_forward_time: 65.8576202393, propagate_backward_time: 99.8994903564, weight_update_time: 0.2059165239, other_time: 3.8461761475
epoch time: 11.2323675156s, input_fired_time: 0.1903875321, output_fired_time: 0.0000000000, propagate_forward_time: 10.4569292068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850505829
validation[          , genome  5042] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       849.47656, best error:       849.47656 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 149.2210388184s, input_fired_time: 1.5206288099, output_fired_time: 1.3268625736, propagate_forward_time: 56.9400978088, propagate_backward_time: 86.0569000244, weight_update_time: 0.1636427194, other_time: 3.3765563965
epoch time: 11.1239681244s, input_fired_time: 0.1898494661, output_fired_time: 0.0000000000, propagate_forward_time: 10.3464355469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876827240
validation[          , genome  5042] predictions:    9713/  10000 (97.13%), best:    9734/10000 (97.34%), error:       995.05005, best error:       849.47656 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 148.0972900391s, input_fired_time: 1.9154182673, output_fired_time: 1.3162378073, propagate_forward_time: 56.7957458496, propagate_backward_time: 84.7054977417, weight_update_time: 0.1643904299, other_time: 3.3643875122
epoch time: 11.2759466171s, input_fired_time: 0.1915511489, output_fired_time: 0.0000000000, propagate_forward_time: 10.4954662323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889291763
validation[          , genome  5042] predictions:    9709/  10000 (97.09%), best:    9734/10000 (97.34%), error:       925.01611, best error:       849.47656 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 157.7237091064s, input_fired_time: 1.5999723673, output_fired_time: 1.4109438658, propagate_forward_time: 59.7584648132, propagate_backward_time: 91.4170227051, weight_update_time: 0.1706445068, other_time: 3.5372924805
epoch time: 12.6107206345s, input_fired_time: 0.1974999607, output_fired_time: 0.0000000000, propagate_forward_time: 11.8019561768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112642288
validation[          , genome  5042] predictions:    9691/  10000 (96.91%), best:    9734/10000 (97.34%), error:       992.01978, best error:       849.47656 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 147.3559112549s, input_fired_time: 1.5167334080, output_fired_time: 1.3195741177, propagate_forward_time: 55.7761688232, propagate_backward_time: 84.3782577515, weight_update_time: 0.1625636369, other_time: 4.3651657104
epoch time: 12.4122314453s, input_fired_time: 0.1961517334, output_fired_time: 0.0000000000, propagate_forward_time: 11.6140613556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020183563
validation[          , genome  5042] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       802.18933, best error:       802.18933 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 147.8348083496s, input_fired_time: 1.5147851706, output_fired_time: 1.3131349087, propagate_forward_time: 54.9559097290, propagate_backward_time: 86.6940383911, weight_update_time: 0.1625998914, other_time: 3.3569335938
epoch time: 12.5551767349s, input_fired_time: 0.1961003840, output_fired_time: 0.0000000000, propagate_forward_time: 11.7572278976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6018486023
validation[          , genome  5042] predictions:    9720/  10000 (97.20%), best:    9776/10000 (97.76%), error:       922.29553, best error:       802.18933 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 155.0623168945s, input_fired_time: 1.5968520641, output_fired_time: 1.3531702757, propagate_forward_time: 58.2565803528, propagate_backward_time: 90.3359298706, weight_update_time: 0.1716714948, other_time: 3.5197982788
epoch time: 11.1249589920s, input_fired_time: 0.1916058213, output_fired_time: 0.0000000000, propagate_forward_time: 10.3364677429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968856812
validation[          , genome  5042] predictions:    9735/  10000 (97.35%), best:    9776/10000 (97.76%), error:       891.25507, best error:       802.18933 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 156.4748992920s, input_fired_time: 1.5978755951, output_fired_time: 1.3644930124, propagate_forward_time: 57.8080101013, propagate_backward_time: 92.1592025757, weight_update_time: 0.1777060777, other_time: 3.5453262329
epoch time: 12.5974044800s, input_fired_time: 0.1973313838, output_fired_time: 0.0000000000, propagate_forward_time: 11.7963323593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6037406921
validation[          , genome  5042] predictions:    9742/  10000 (97.42%), best:    9776/10000 (97.76%), error:       873.81323, best error:       802.18933 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 147.7256011963s, input_fired_time: 1.5201722383, output_fired_time: 1.3235191107, propagate_forward_time: 56.7715377808, propagate_backward_time: 84.7604064941, weight_update_time: 0.1633421630, other_time: 3.3499679565
epoch time: 12.5850324631s, input_fired_time: 0.1963198036, output_fired_time: 0.0000000000, propagate_forward_time: 11.7907657623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979471207
validation[          , genome  5042] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       779.96136, best error:       779.96136 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 148.2905426025s, input_fired_time: 2.5271422863, output_fired_time: 1.3271594048, propagate_forward_time: 56.0042877197, propagate_backward_time: 85.0749664307, weight_update_time: 0.1633856595, other_time: 3.3569793701
epoch time: 12.4601383209s, input_fired_time: 0.1956263930, output_fired_time: 0.0000000000, propagate_forward_time: 11.6663923264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5981197357
validation[          , genome  5042] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       800.42798, best error:       779.96136 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 159.8366088867s, input_fired_time: 1.7213556767, output_fired_time: 1.4154611826, propagate_forward_time: 61.8533668518, propagate_backward_time: 91.2632522583, weight_update_time: 0.1712204218, other_time: 3.5831680298
epoch time: 11.2834215164s, input_fired_time: 0.1919014603, output_fired_time: 0.0000000000, propagate_forward_time: 10.5021286011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5893917084
validation[          , genome  5042] predictions:    9753/  10000 (97.53%), best:    9774/10000 (97.74%), error:       818.55750, best error:       779.96136 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 148.2006072998s, input_fired_time: 1.5133981705, output_fired_time: 1.3095767498, propagate_forward_time: 54.6168136597, propagate_backward_time: 87.4264297485, weight_update_time: 0.1611898541, other_time: 3.3343963623
epoch time: 11.2133274078s, input_fired_time: 0.1931838244, output_fired_time: 0.0000000000, propagate_forward_time: 10.4330196381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5871238708
validation[          , genome  5042] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       963.17462, best error:       779.96136 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 151.0112152100s, input_fired_time: 1.5629053116, output_fired_time: 1.3554944992, propagate_forward_time: 56.5876998901, propagate_backward_time: 86.0920104980, weight_update_time: 0.1632751822, other_time: 5.4130935669
epoch time: 12.4872379303s, input_fired_time: 0.1965489835, output_fired_time: 0.0000000000, propagate_forward_time: 11.6945142746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961742401
validation[          , genome  5042] predictions:    9765/  10000 (97.65%), best:    9774/10000 (97.74%), error:       824.95490, best error:       779.96136 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 153.2688903809s, input_fired_time: 1.5597176552, output_fired_time: 1.3663307428, propagate_forward_time: 58.9181976318, propagate_backward_time: 87.9457015991, weight_update_time: 0.1709385663, other_time: 3.4789352417
epoch time: 12.3048715591s, input_fired_time: 0.1934849173, output_fired_time: 0.0000000000, propagate_forward_time: 11.5215368271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898494720
validation[          , genome  5042] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       764.75305, best error:       764.75305 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 147.8897094727s, input_fired_time: 1.5250370502, output_fired_time: 1.3171998262, propagate_forward_time: 53.9482421875, propagate_backward_time: 87.7268753052, weight_update_time: 0.1704196781, other_time: 3.3723526001
epoch time: 12.4799566269s, input_fired_time: 0.1988180429, output_fired_time: 0.0000000000, propagate_forward_time: 11.6772546768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038837433
validation[          , genome  5042] predictions:    9720/  10000 (97.20%), best:    9763/10000 (97.63%), error:       935.91321, best error:       764.75305 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 152.4017181396s, input_fired_time: 1.5568295717, output_fired_time: 1.3341417313, propagate_forward_time: 58.0239791870, propagate_backward_time: 88.0491409302, weight_update_time: 0.1636070907, other_time: 3.4376373291
epoch time: 11.1418037415s, input_fired_time: 0.1925944984, output_fired_time: 0.0000000000, propagate_forward_time: 10.3649635315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842456818
validation[          , genome  5042] predictions:    9679/  10000 (96.79%), best:    9763/10000 (97.63%), error:      1044.73425, best error:       764.75305 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 147.5193786621s, input_fired_time: 1.5175457001, output_fired_time: 1.3075690269, propagate_forward_time: 53.3997917175, propagate_backward_time: 87.9438781738, weight_update_time: 0.1611116976, other_time: 3.3505859375
epoch time: 11.3048028946s, input_fired_time: 0.1923682243, output_fired_time: 0.0000000000, propagate_forward_time: 10.5291233063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833110809
validation[          , genome  5042] predictions:    9725/  10000 (97.25%), best:    9763/10000 (97.63%), error:       930.24139, best error:       764.75305 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 149.8142242432s, input_fired_time: 1.5277239084, output_fired_time: 1.3212120533, propagate_forward_time: 55.2936973572, propagate_backward_time: 88.2969818115, weight_update_time: 0.1618990749, other_time: 3.3746032715
epoch time: 15.5103883743s, input_fired_time: 0.2771214247, output_fired_time: 0.0000000000, propagate_forward_time: 14.4258861542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8073806763
validation[          , genome  5042] predictions:    9733/  10000 (97.33%), best:    9763/10000 (97.63%), error:       891.12189, best error:       764.75305 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 151.5247039795s, input_fired_time: 1.5491933823, output_fired_time: 1.3324884176, propagate_forward_time: 56.8785591125, propagate_backward_time: 88.3313446045, weight_update_time: 0.1702540368, other_time: 3.4331207275
epoch time: 12.5602741241s, input_fired_time: 0.2001703084, output_fired_time: 0.0000000000, propagate_forward_time: 11.7542057037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058979034
validation[          , genome  5042] predictions:    9689/  10000 (96.89%), best:    9763/10000 (97.63%), error:       959.77863, best error:       764.75305 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 157.5812988281s, input_fired_time: 2.5979905128, output_fired_time: 2.4720015526, propagate_forward_time: 57.0935287476, propagate_backward_time: 91.8512954712, weight_update_time: 0.1764883846, other_time: 3.5664825439
epoch time: 11.5896501541s, input_fired_time: 0.2005313784, output_fired_time: 0.0000000000, propagate_forward_time: 10.7780675888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6110515594
validation[          , genome  5042] predictions:    9768/  10000 (97.68%), best:    9763/10000 (97.63%), error:       786.42590, best error:       764.75305 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 149.1916809082s, input_fired_time: 1.5284869671, output_fired_time: 1.3390662670, propagate_forward_time: 56.9465065002, propagate_backward_time: 86.0111770630, weight_update_time: 0.1626535505, other_time: 3.3664474487
epoch time: 11.1044054031s, input_fired_time: 0.1898885220, output_fired_time: 0.0000000000, propagate_forward_time: 10.3292360306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5852804184
validation[          , genome  5042] predictions:    9767/  10000 (97.67%), best:    9763/10000 (97.63%), error:       796.96295, best error:       764.75305 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 149.3936767578s, input_fired_time: 1.5294893980, output_fired_time: 1.3247768879, propagate_forward_time: 57.2226333618, propagate_backward_time: 85.9476394653, weight_update_time: 0.1627009958, other_time: 3.3691253662
epoch time: 11.1715974808s, input_fired_time: 0.1933290213, output_fired_time: 0.0000000000, propagate_forward_time: 10.3871011734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911674500
validation[          , genome  5042] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       880.81299, best error:       764.75305 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 148.8043518066s, input_fired_time: 1.5289803743, output_fired_time: 1.3120689392, propagate_forward_time: 56.9144096375, propagate_backward_time: 84.6664047241, weight_update_time: 1.1722190380, other_time: 4.3824844360
epoch time: 11.2240629196s, input_fired_time: 0.1947633177, output_fired_time: 0.0000000000, propagate_forward_time: 10.4404315948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5888681412
validation[          , genome  5042] predictions:    9758/  10000 (97.58%), best:    9763/10000 (97.63%), error:       834.47784, best error:       764.75305 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 161.8072814941s, input_fired_time: 1.6741501093, output_fired_time: 2.4550001621, propagate_forward_time: 59.7259178162, propagate_backward_time: 94.3588256836, weight_update_time: 0.1733606458, other_time: 3.5933837891
epoch time: 12.6237115860s, input_fired_time: 0.2016769201, output_fired_time: 0.0000000000, propagate_forward_time: 11.8096246719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124095917
validation[          , genome  5042] predictions:    9702/  10000 (97.02%), best:    9763/10000 (97.63%), error:       946.47113, best error:       764.75305 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 147.7945861816s, input_fired_time: 1.5263166428, output_fired_time: 1.3130891323, propagate_forward_time: 55.6796836853, propagate_backward_time: 85.9044342041, weight_update_time: 0.1622406393, other_time: 3.3710479736
epoch time: 13.5502614975s, input_fired_time: 0.2042254359, output_fired_time: 0.0000000000, propagate_forward_time: 11.7297353745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6163005829
validation[          , genome  5042] predictions:    9747/  10000 (97.47%), best:    9763/10000 (97.63%), error:       860.91193, best error:       764.75305 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 148.9474639893s, input_fired_time: 1.5841472149, output_fired_time: 1.3295271397, propagate_forward_time: 57.5762405396, propagate_backward_time: 85.0418090820, weight_update_time: 0.1627450585, other_time: 3.4157333374
epoch time: 11.2164821625s, input_fired_time: 0.1934716851, output_fired_time: 0.0000000000, propagate_forward_time: 10.4299144745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930957794
validation[          , genome  5042] predictions:    9724/  10000 (97.24%), best:    9763/10000 (97.63%), error:       898.57538, best error:       764.75305 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 156.4452209473s, input_fired_time: 1.6037789583, output_fired_time: 1.4113857746, propagate_forward_time: 59.5980110168, propagate_backward_time: 89.4067230225, weight_update_time: 0.1635490060, other_time: 4.4253234863
epoch time: 12.1482400894s, input_fired_time: 0.1935889870, output_fired_time: 0.0000000000, propagate_forward_time: 11.3715810776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830698013
validation[          , genome  5042] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       762.90363, best error:       762.90363 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 149.9195861816s, input_fired_time: 1.5428954363, output_fired_time: 1.3310431242, propagate_forward_time: 57.4988021851, propagate_backward_time: 86.1235885620, weight_update_time: 0.1641119868, other_time: 3.4232635498
epoch time: 15.1947898865s, input_fired_time: 0.2642403841, output_fired_time: 0.0000000000, propagate_forward_time: 14.2129554749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7175941467
validation[          , genome  5042] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       760.59174, best error:       760.59174 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 149.3989105225s, input_fired_time: 1.5365709066, output_fired_time: 1.3345583677, propagate_forward_time: 56.4966278076, propagate_backward_time: 85.7480239868, weight_update_time: 0.1629477888, other_time: 4.2831192017
epoch time: 12.5087699890s, input_fired_time: 0.1977702975, output_fired_time: 0.0000000000, propagate_forward_time: 11.7175951004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934047699
validation[          , genome  5042] predictions:    9756/  10000 (97.56%), best:    9765/10000 (97.65%), error:       794.03918, best error:       760.59174 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 159.1756439209s, input_fired_time: 1.6188836098, output_fired_time: 1.4297773838, propagate_forward_time: 58.5230598450, propagate_backward_time: 94.1181640625, weight_update_time: 0.1709715575, other_time: 3.4857635498
epoch time: 12.4760932922s, input_fired_time: 0.1970132291, output_fired_time: 0.0000000000, propagate_forward_time: 11.6857318878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933485031
validation[          , genome  5042] predictions:    9720/  10000 (97.20%), best:    9765/10000 (97.65%), error:       913.68945, best error:       760.59174 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 153.6073913574s, input_fired_time: 1.5890587568, output_fired_time: 1.3972527981, propagate_forward_time: 60.3366737366, propagate_backward_time: 86.8262557983, weight_update_time: 0.1631868929, other_time: 3.4581527710
epoch time: 12.3797369003s, input_fired_time: 0.1949616820, output_fired_time: 0.0000000000, propagate_forward_time: 11.6031036377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5816717148
validation[          , genome  5042] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       879.35229, best error:       760.59174 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 148.1417541504s, input_fired_time: 1.5338337421, output_fired_time: 1.3193787336, propagate_forward_time: 53.9419860840, propagate_backward_time: 88.0032806396, weight_update_time: 0.1613351703, other_time: 3.3432769775
epoch time: 12.4620056152s, input_fired_time: 0.1976813525, output_fired_time: 0.0000000000, propagate_forward_time: 11.6674222946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5969018936
validation[          , genome  5042] predictions:    9737/  10000 (97.37%), best:    9765/10000 (97.65%), error:       787.81622, best error:       760.59174 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 148.0765380859s, input_fired_time: 1.5431846380, output_fired_time: 1.3182669878, propagate_forward_time: 54.9005584717, propagate_backward_time: 86.9537887573, weight_update_time: 0.1623565704, other_time: 3.3607406616
epoch time: 12.4981307983s, input_fired_time: 0.1967405826, output_fired_time: 0.0000000000, propagate_forward_time: 11.7000570297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013336182
validation[          , genome  5042] predictions:    9725/  10000 (97.25%), best:    9765/10000 (97.65%), error:       881.94952, best error:       760.59174 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 148.0486297607s, input_fired_time: 2.5424201488, output_fired_time: 1.3235082626, propagate_forward_time: 54.9612731934, propagate_backward_time: 85.8847122192, weight_update_time: 0.1629244536, other_time: 3.3367233276
epoch time: 12.6406126022s, input_fired_time: 0.2029108554, output_fired_time: 0.0000000000, propagate_forward_time: 11.8304977417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072044373
validation[          , genome  5042] predictions:    9735/  10000 (97.35%), best:    9765/10000 (97.65%), error:       864.49878, best error:       760.59174 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 147.9317474365s, input_fired_time: 1.5403250456, output_fired_time: 1.3154529333, propagate_forward_time: 55.1076278687, propagate_backward_time: 86.5886535645, weight_update_time: 0.1657924950, other_time: 3.3796768188
epoch time: 12.4784317017s, input_fired_time: 0.2007410526, output_fired_time: 0.0000000000, propagate_forward_time: 11.6730613708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046295166
validation[          , genome  5042] predictions:    9683/  10000 (96.83%), best:    9765/10000 (97.65%), error:      1035.89307, best error:       760.59174 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 152.8628845215s, input_fired_time: 1.6048641205, output_fired_time: 1.3391556740, propagate_forward_time: 58.9725952148, propagate_backward_time: 87.5275344849, weight_update_time: 0.1633187234, other_time: 3.4187393188
epoch time: 11.3402490616s, input_fired_time: 0.1950247288, output_fired_time: 0.0000000000, propagate_forward_time: 10.5618085861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834159851
validation[          , genome  5042] predictions:    9726/  10000 (97.26%), best:    9765/10000 (97.65%), error:       864.31744, best error:       760.59174 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 157.5092010498s, input_fired_time: 1.5784531832, output_fired_time: 1.3894023895, propagate_forward_time: 59.3220901489, propagate_backward_time: 91.7240219116, weight_update_time: 0.1846133024, other_time: 3.4952239990
epoch time: 12.4596710205s, input_fired_time: 0.1979315430, output_fired_time: 0.0000000000, propagate_forward_time: 11.6732301712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5885095596
validation[          , genome  5042] predictions:    9756/  10000 (97.56%), best:    9765/10000 (97.65%), error:       810.58807, best error:       760.59174 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 147.7619018555s, input_fired_time: 1.5396521091, output_fired_time: 1.3174048662, propagate_forward_time: 54.8685798645, propagate_backward_time: 86.6793365479, weight_update_time: 0.1629291922, other_time: 3.3569335938
epoch time: 12.3464202881s, input_fired_time: 0.2011618167, output_fired_time: 0.0000000000, propagate_forward_time: 11.5399789810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052799225
validation[          , genome  5042] predictions:    9769/  10000 (97.69%), best:    9765/10000 (97.65%), error:       770.21490, best error:       760.59174 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 147.7258148193s, input_fired_time: 1.5440639257, output_fired_time: 1.3203495741, propagate_forward_time: 54.0080986023, propagate_backward_time: 87.4703292847, weight_update_time: 0.1631584466, other_time: 3.3829727173
epoch time: 12.6401548386s, input_fired_time: 0.2022608668, output_fired_time: 0.0000000000, propagate_forward_time: 11.8259773254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6119165421
validation[          , genome  5042] predictions:    9757/  10000 (97.57%), best:    9765/10000 (97.65%), error:       771.51947, best error:       760.59174 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 163.1710510254s, input_fired_time: 1.7265918255, output_fired_time: 3.4550788403, propagate_forward_time: 60.3537902832, propagate_backward_time: 94.0071945190, weight_update_time: 0.1790442467, other_time: 3.6283950806
epoch time: 12.6658287048s, input_fired_time: 0.2027989328, output_fired_time: 0.0000000000, propagate_forward_time: 11.8469009399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6161289215
validation[          , genome  5042] predictions:    9712/  10000 (97.12%), best:    9765/10000 (97.65%), error:       924.37402, best error:       760.59174 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 148.4071350098s, input_fired_time: 1.5408308506, output_fired_time: 1.3284318447, propagate_forward_time: 54.0172271729, propagate_backward_time: 88.1272125244, weight_update_time: 0.1637609452, other_time: 3.3934326172
epoch time: 12.5780954361s, input_fired_time: 0.2018464804, output_fired_time: 0.0000000000, propagate_forward_time: 11.7688999176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6073493958
validation[          , genome  5042] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       734.38281, best error:       734.38281 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 147.7666168213s, input_fired_time: 1.5394092798, output_fired_time: 1.3185129166, propagate_forward_time: 55.8251647949, propagate_backward_time: 84.8020553589, weight_update_time: 0.1628398299, other_time: 4.2814712524
epoch time: 20.0176830292s, input_fired_time: 0.3127440810, output_fired_time: 0.0000000000, propagate_forward_time: 18.7765789032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9283599854
validation[          , genome  5042] predictions:    9764/  10000 (97.64%), best:    9768/10000 (97.68%), error:       772.20557, best error:       734.38281 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 153.1964721680s, input_fired_time: 2.5815057755, output_fired_time: 1.3309819698, propagate_forward_time: 57.6132087708, propagate_backward_time: 88.1755905151, weight_update_time: 0.1623154283, other_time: 3.4951858521
epoch time: 11.1194534302s, input_fired_time: 0.1952573955, output_fired_time: 0.0000000000, propagate_forward_time: 10.3380403519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861558914
validation[          , genome  5042] predictions:    9730/  10000 (97.30%), best:    9768/10000 (97.68%), error:       900.83447, best error:       734.38281 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 148.3957366943s, input_fired_time: 1.5593371391, output_fired_time: 1.3268386126, propagate_forward_time: 55.0180969238, propagate_backward_time: 87.1499710083, weight_update_time: 0.1621687710, other_time: 3.3414840698
epoch time: 12.4991054535s, input_fired_time: 0.2016339004, output_fired_time: 0.0000000000, propagate_forward_time: 11.6903505325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071214676
validation[          , genome  5042] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       772.86548, best error:       734.38281 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 153.7457580566s, input_fired_time: 1.5832356215, output_fired_time: 1.3791555166, propagate_forward_time: 59.2873420715, propagate_backward_time: 88.0693359375, weight_update_time: 0.1632782817, other_time: 3.4266967773
epoch time: 12.5229206085s, input_fired_time: 0.2012468725, output_fired_time: 0.0000000000, propagate_forward_time: 10.7201871872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014862061
validation[          , genome  5042] predictions:    9737/  10000 (97.37%), best:    9768/10000 (97.68%), error:       880.73810, best error:       734.38281 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 160.7692413330s, input_fired_time: 1.7427341938, output_fired_time: 1.4776899815, propagate_forward_time: 61.8000411987, propagate_backward_time: 91.0891494751, weight_update_time: 0.1884187758, other_time: 4.6596221924
epoch time: 13.2044811249s, input_fired_time: 0.2120578587, output_fired_time: 0.0000000000, propagate_forward_time: 12.3758115768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6166114807
validation[          , genome  5042] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       821.32513, best error:       734.38281 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 147.9444580078s, input_fired_time: 1.5458227396, output_fired_time: 1.3246549368, propagate_forward_time: 55.8983383179, propagate_backward_time: 85.8188705444, weight_update_time: 0.1624575853, other_time: 3.3567657471
epoch time: 11.7034034729s, input_fired_time: 0.2005147338, output_fired_time: 0.0000000000, propagate_forward_time: 10.9046316147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982570648
validation[          , genome  5042] predictions:    9769/  10000 (97.69%), best:    9768/10000 (97.68%), error:       759.87830, best error:       734.38281 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 148.7242279053s, input_fired_time: 1.5501511097, output_fired_time: 1.3297101259, propagate_forward_time: 57.0199775696, propagate_backward_time: 84.3850936890, weight_update_time: 0.1631340086, other_time: 4.4392929077
epoch time: 12.4506587982s, input_fired_time: 0.2023263723, output_fired_time: 0.0000000000, propagate_forward_time: 11.6229410172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253910065
validation[          , genome  5042] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       821.41705, best error:       734.38281 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 157.4950408936s, input_fired_time: 2.6274209023, output_fired_time: 1.3786238432, propagate_forward_time: 57.3634719849, propagate_backward_time: 91.6718292236, weight_update_time: 0.1616815478, other_time: 4.4536972046
epoch time: 11.2089300156s, input_fired_time: 0.1969859451, output_fired_time: 0.0000000000, propagate_forward_time: 10.4265012741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854425430
validation[          , genome  5042] predictions:    9771/  10000 (97.71%), best:    9768/10000 (97.68%), error:       804.17316, best error:       734.38281 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.6807250977s, input_fired_time: 1.5501128435, output_fired_time: 1.3327299356, propagate_forward_time: 55.9587974548, propagate_backward_time: 87.4664459229, weight_update_time: 0.1617373228, other_time: 3.3726348877
epoch time: 11.2946653366s, input_fired_time: 0.1968387961, output_fired_time: 0.0000000000, propagate_forward_time: 10.5196561813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781707764
validation[          , genome  5042] predictions:    9728/  10000 (97.28%), best:    9768/10000 (97.68%), error:       860.98956, best error:       734.38281 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 160.5040130615s, input_fired_time: 1.6666419506, output_fired_time: 1.4008517265, propagate_forward_time: 58.2831420898, propagate_backward_time: 94.4112701416, weight_update_time: 0.1902654916, other_time: 4.7421112061
epoch time: 12.7515087128s, input_fired_time: 0.2055575699, output_fired_time: 0.0000000000, propagate_forward_time: 11.9346113205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113395691
validation[          , genome  5042] predictions:    9758/  10000 (97.58%), best:    9768/10000 (97.68%), error:       792.33026, best error:       734.38281 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 148.0247344971s, input_fired_time: 1.5500652790, output_fired_time: 1.3237792253, propagate_forward_time: 56.0339279175, propagate_backward_time: 84.7372589111, weight_update_time: 0.1625173390, other_time: 4.3797073364
epoch time: 12.5697546005s, input_fired_time: 0.2032823116, output_fired_time: 0.0000000000, propagate_forward_time: 11.7634496689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030225754
validation[          , genome  5042] predictions:    9767/  10000 (97.67%), best:    9768/10000 (97.68%), error:       753.82764, best error:       734.38281 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 155.9625396729s, input_fired_time: 1.6295441389, output_fired_time: 1.3610932827, propagate_forward_time: 57.6149177551, propagate_backward_time: 91.8509445190, weight_update_time: 0.1790340394, other_time: 3.5060348511
epoch time: 11.3618717194s, input_fired_time: 0.1986690015, output_fired_time: 0.0000000000, propagate_forward_time: 10.5729627609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902395248
validation[          , genome  5042] predictions:    9750/  10000 (97.50%), best:    9768/10000 (97.68%), error:       840.59674, best error:       734.38281 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 159.1729278564s, input_fired_time: 1.6676818132, output_fired_time: 1.4083000422, propagate_forward_time: 59.9433403015, propagate_backward_time: 91.6828231812, weight_update_time: 0.1807177216, other_time: 4.4707870483
epoch time: 12.7842683792s, input_fired_time: 0.2048871368, output_fired_time: 0.0000000000, propagate_forward_time: 11.9687051773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106758118
validation[          , genome  5042] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       849.53772, best error:       734.38281 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 153.5321960449s, input_fired_time: 1.6066524982, output_fired_time: 1.4035685062, propagate_forward_time: 58.7373428345, propagate_backward_time: 88.3589401245, weight_update_time: 0.1643323749, other_time: 3.4256896973
epoch time: 17.7574710846s, input_fired_time: 0.2671251595, output_fired_time: 0.0000000000, propagate_forward_time: 16.6894245148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8009204865
validation[          , genome  5042] predictions:    9747/  10000 (97.47%), best:    9768/10000 (97.68%), error:       827.38824, best error:       734.38281 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 148.9343566895s, input_fired_time: 1.5538767576, output_fired_time: 1.3223899603, propagate_forward_time: 57.4794044495, propagate_backward_time: 85.1974792480, weight_update_time: 0.1687226146, other_time: 3.3812103271
epoch time: 12.5802803040s, input_fired_time: 0.2043833584, output_fired_time: 0.0000000000, propagate_forward_time: 11.7700242996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6058731079
validation[          , genome  5042] predictions:    9781/  10000 (97.81%), best:    9768/10000 (97.68%), error:       780.45471, best error:       734.38281 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 158.4451293945s, input_fired_time: 1.6544150114, output_fired_time: 1.4748150110, propagate_forward_time: 60.6346931458, propagate_backward_time: 91.1587905884, weight_update_time: 0.1714213789, other_time: 3.5224227905
epoch time: 14.7481861115s, input_fired_time: 0.2592956722, output_fired_time: 0.0000000000, propagate_forward_time: 13.7514696121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7374210358
validation[          , genome  5042] predictions:    9752/  10000 (97.52%), best:    9768/10000 (97.68%), error:       807.08636, best error:       734.38281 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 149.8412475586s, input_fired_time: 1.5656571388, output_fired_time: 1.3269782066, propagate_forward_time: 56.2495689392, propagate_backward_time: 86.3411178589, weight_update_time: 0.1623824090, other_time: 4.3579177856
epoch time: 11.2541065216s, input_fired_time: 0.1968334764, output_fired_time: 0.0000000000, propagate_forward_time: 10.4816560745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5756168365
validation[          , genome  5042] predictions:    9775/  10000 (97.75%), best:    9768/10000 (97.68%), error:       764.40588, best error:       734.38281 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 167.3432617188s, input_fired_time: 1.7599323988, output_fired_time: 1.4881901741, propagate_forward_time: 62.3634757996, propagate_backward_time: 96.9825592041, weight_update_time: 0.2050535679, other_time: 4.7490997314
epoch time: 11.2973279953s, input_fired_time: 0.1973328888, output_fired_time: 0.0000000000, propagate_forward_time: 10.5249462128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750484467
validation[          , genome  5042] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       783.14459, best error:       734.38281 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 153.8616790771s, input_fired_time: 1.6484069824, output_fired_time: 1.3603276014, propagate_forward_time: 59.1260185242, propagate_backward_time: 88.2508926392, weight_update_time: 0.1629912704, other_time: 3.4760360718
epoch time: 12.2780485153s, input_fired_time: 0.2023982406, output_fired_time: 0.0000000000, propagate_forward_time: 11.4836673737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919828415
validation[          , genome  5042] predictions:    9758/  10000 (97.58%), best:    9768/10000 (97.68%), error:       807.29559, best error:       734.38281 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 160.2038421631s, input_fired_time: 1.7175309658, output_fired_time: 1.4508594275, propagate_forward_time: 57.9994316101, propagate_backward_time: 95.3517379761, weight_update_time: 0.1892956197, other_time: 3.6842727661
epoch time: 11.2189903259s, input_fired_time: 0.1986069828, output_fired_time: 0.0000000000, propagate_forward_time: 10.4220771790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5983057022
validation[          , genome  5042] predictions:    9758/  10000 (97.58%), best:    9768/10000 (97.68%), error:       769.51215, best error:       734.38281 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 158.4327087402s, input_fired_time: 1.6689859629, output_fired_time: 1.4335408211, propagate_forward_time: 60.7034645081, propagate_backward_time: 91.0614089966, weight_update_time: 0.1744699627, other_time: 3.5652999878
epoch time: 12.7652301788s, input_fired_time: 0.2008021474, output_fired_time: 0.0000000000, propagate_forward_time: 11.9677476883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5966806412
validation[          , genome  5042] predictions:    9752/  10000 (97.52%), best:    9768/10000 (97.68%), error:       819.67792, best error:       734.38281 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.5141448975s, input_fired_time: 1.5549216270, output_fired_time: 1.3315773010, propagate_forward_time: 55.1100921631, propagate_backward_time: 87.1525650024, weight_update_time: 0.1630710959, other_time: 3.3649978638
epoch time: 12.4847345352s, input_fired_time: 0.2043119818, output_fired_time: 0.0000000000, propagate_forward_time: 11.6727590561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076631546
validation[          , genome  5042] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       938.07477, best error:       734.38281 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 149.2165832520s, input_fired_time: 2.5743026733, output_fired_time: 1.3290762901, propagate_forward_time: 53.3499603271, propagate_backward_time: 88.5745162964, weight_update_time: 0.1641779244, other_time: 3.3887252808
epoch time: 12.9164037704s, input_fired_time: 0.2097658366, output_fired_time: 0.0000000000, propagate_forward_time: 12.0931062698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135320663
validation[          , genome  5042] predictions:    9774/  10000 (97.74%), best:    9768/10000 (97.68%), error:       768.32654, best error:       734.38281 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 153.5158843994s, input_fired_time: 1.5826685429, output_fired_time: 1.3789776564, propagate_forward_time: 57.8136215210, propagate_backward_time: 89.2617874146, weight_update_time: 0.1644247025, other_time: 3.4788208008
epoch time: 11.2191209793s, input_fired_time: 0.2004263401, output_fired_time: 0.0000000000, propagate_forward_time: 10.4275875092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911073685
validation[          , genome  5042] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       802.54266, best error:       734.38281 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 149.5373535156s, input_fired_time: 2.5722718239, output_fired_time: 1.3279918432, propagate_forward_time: 54.2393836975, propagate_backward_time: 88.0287704468, weight_update_time: 0.1632166952, other_time: 3.3689498901
epoch time: 11.2717351913s, input_fired_time: 0.1998341233, output_fired_time: 0.0000000000, propagate_forward_time: 10.4842939377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5876073837
validation[          , genome  5042] predictions:    9772/  10000 (97.72%), best:    9768/10000 (97.68%), error:       760.44922, best error:       734.38281 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 149.6450195313s, input_fired_time: 1.5691519976, output_fired_time: 1.3215372562, propagate_forward_time: 54.1792640686, propagate_backward_time: 89.1995849609, weight_update_time: 0.1636393070, other_time: 3.3754882813
epoch time: 12.4052429199s, input_fired_time: 0.2001961619, output_fired_time: 0.0000000000, propagate_forward_time: 11.6150941849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899524689
validation[          , genome  5042] predictions:    9761/  10000 (97.61%), best:    9768/10000 (97.68%), error:       831.84253, best error:       734.38281 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 148.8808135986s, input_fired_time: 1.5634247065, output_fired_time: 1.3213297129, propagate_forward_time: 56.1579589844, propagate_backward_time: 86.4896621704, weight_update_time: 0.1624420136, other_time: 3.3484268188
epoch time: 12.5432891846s, input_fired_time: 0.2040265799, output_fired_time: 0.0000000000, propagate_forward_time: 10.7264471054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6128158569
validation[          , genome  5042] predictions:    9746/  10000 (97.46%), best:    9768/10000 (97.68%), error:       866.69287, best error:       734.38281 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 147.8685760498s, input_fired_time: 3.5813643932, output_fired_time: 1.3203574419, propagate_forward_time: 53.8772621155, propagate_backward_time: 84.7053680420, weight_update_time: 0.1624986529, other_time: 4.3842315674
epoch time: 12.7147502899s, input_fired_time: 0.2091891766, output_fired_time: 0.0000000000, propagate_forward_time: 11.8951864243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6103744507
validation[          , genome  5042] predictions:    9766/  10000 (97.66%), best:    9768/10000 (97.68%), error:       784.96130, best error:       734.38281 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 148.6506195068s, input_fired_time: 1.5591849089, output_fired_time: 1.3231873512, propagate_forward_time: 56.0430679321, propagate_backward_time: 86.3696441650, weight_update_time: 0.1623774916, other_time: 3.3555374146
epoch time: 12.5864152908s, input_fired_time: 0.2060800344, output_fired_time: 0.0000000000, propagate_forward_time: 10.7564754486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6238594055
validation[          , genome  5042] predictions:    9758/  10000 (97.58%), best:    9768/10000 (97.68%), error:       808.21674, best error:       734.38281 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 148.0950622559s, input_fired_time: 1.5724351406, output_fired_time: 1.3240625858, propagate_forward_time: 55.8687629700, propagate_backward_time: 85.9613113403, weight_update_time: 0.1630256176, other_time: 3.3684921265
epoch time: 12.6286630630s, input_fired_time: 0.2036809772, output_fired_time: 0.0000000000, propagate_forward_time: 11.8296337128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953483582
validation[          , genome  5042] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       885.84222, best error:       734.38281 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 156.7236633301s, input_fired_time: 1.6423871517, output_fired_time: 1.4274158478, propagate_forward_time: 59.6046676636, propagate_backward_time: 90.4843292236, weight_update_time: 0.1706618369, other_time: 3.5648727417
epoch time: 10.9664535522s, input_fired_time: 0.1954362392, output_fired_time: 0.0000000000, propagate_forward_time: 10.1929235458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780935287
validation[          , genome  5042] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       760.47949, best error:       734.38281 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 150.1555023193s, input_fired_time: 1.5714231730, output_fired_time: 1.4011760950, propagate_forward_time: 56.3710212708, propagate_backward_time: 87.4338607788, weight_update_time: 0.1635547876, other_time: 3.3780288696
epoch time: 11.2381525040s, input_fired_time: 0.2009423971, output_fired_time: 0.0000000000, propagate_forward_time: 10.4419078827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5953025818
validation[          , genome  5042] predictions:    9675/  10000 (96.75%), best:    9768/10000 (97.68%), error:       997.71790, best error:       734.38281 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 148.1292114258s, input_fired_time: 1.5584447384, output_fired_time: 1.3168798685, propagate_forward_time: 56.7297897339, propagate_backward_time: 84.1444473267, weight_update_time: 0.1620783806, other_time: 4.3796539307
epoch time: 11.1866121292s, input_fired_time: 0.2019095570, output_fired_time: 0.0000000000, propagate_forward_time: 10.3767776489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6079244614
validation[          , genome  5042] predictions:    9752/  10000 (97.52%), best:    9768/10000 (97.68%), error:       807.59723, best error:       734.38281 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 149.4576568604s, input_fired_time: 1.5960092545, output_fired_time: 1.3295180798, propagate_forward_time: 54.3357658386, propagate_backward_time: 86.7975616455, weight_update_time: 0.1640225202, other_time: 5.3988037109
epoch time: 11.1386013031s, input_fired_time: 0.2003301084, output_fired_time: 0.0000000000, propagate_forward_time: 10.3486022949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896692276
validation[          , genome  5042] predictions:    9781/  10000 (97.81%), best:    9768/10000 (97.68%), error:       739.30444, best error:       734.38281 on epoch:    66, 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: 71.4044342041s, input_fired_time: 1.2562230825, output_fired_time: 0.0000000000, propagate_forward_time: 65.4166641235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7315444946
best training[          , genome  5042] predictions:   49545/  50000 (99.09%), best:    9768/10000 (97.68%), error:      1691.39612, best error:       734.38281 on epoch:    66, 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: 13.0442485809s, input_fired_time: 0.2031830549, output_fired_time: 0.0000000000, propagate_forward_time: 12.2288103104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122550964
   testing[          , genome  5042] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       732.17133, best error:       734.38281 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:10:37 (8736): called boinc_finish(0)

</stderr_txt>
]]>