Nameexact_genome_1512568488_42_2397_0
Workunit2583234
Created6 Dec 2017, 23:31:09 UTC
Sent6 Dec 2017, 23:35:05 UTC
Report deadline8 Dec 2017, 19:16:01 UTC
Received7 Dec 2017, 0:38:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 3 min 26 sec
CPU time1 hours 3 min 16 sec
Validate stateValid
Credit455.03
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.59 MB
Peak swap size151.07 MB
Peak disk usage0.97 MB

Stderr output

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

epoch time: 34.3348159790s, input_fired_time: 0.3806246221, output_fired_time: 0.3031850159, propagate_forward_time: 14.1141147614, propagate_backward_time: 17.5471553802, weight_update_time: 0.0899359733, other_time: 1.9897384644
epoch time: 3.2267086506s, input_fired_time: 0.0415258482, output_fired_time: 0.0000000000, propagate_forward_time: 2.8203449249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648378849
validation[          , genome  2397] predictions:    9407/  10000 (94.07%), best:    9464/10000 (94.64%), error:      1985.59033, best error:      1815.18213 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 34.2591934204s, input_fired_time: 0.3789348900, output_fired_time: 0.3008146286, propagate_forward_time: 14.1018209457, propagate_backward_time: 17.4944229126, weight_update_time: 0.0900507569, other_time: 1.9831962585
epoch time: 3.2212755680s, input_fired_time: 0.0412569866, output_fired_time: 0.0000000000, propagate_forward_time: 2.8258690834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541495800
validation[          , genome  2397] predictions:    9456/  10000 (94.56%), best:    9464/10000 (94.64%), error:      1864.63245, best error:      1815.18213 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 34.1161384583s, input_fired_time: 0.3764459789, output_fired_time: 0.2920340300, propagate_forward_time: 14.1177139282, propagate_backward_time: 17.3787689209, weight_update_time: 0.0896580443, other_time: 1.9511756897
epoch time: 3.2250173092s, input_fired_time: 0.0406069309, output_fired_time: 0.0000000000, propagate_forward_time: 2.8242924213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601179123
validation[          , genome  2397] predictions:    9437/  10000 (94.37%), best:    9464/10000 (94.64%), error:      1865.94958, best error:      1815.18213 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 34.2372322083s, input_fired_time: 0.3807756007, output_fired_time: 0.3036133051, propagate_forward_time: 14.0759153366, propagate_backward_time: 17.5053997040, weight_update_time: 0.0896752030, other_time: 1.9715290070
epoch time: 3.2200562954s, input_fired_time: 0.0406351537, output_fired_time: 0.0000000000, propagate_forward_time: 2.8144328594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649883270
validation[          , genome  2397] predictions:    9417/  10000 (94.17%), best:    9464/10000 (94.64%), error:      1860.92090, best error:      1815.18213 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 34.3293762207s, input_fired_time: 0.3817865849, output_fired_time: 0.3025744855, propagate_forward_time: 14.1071462631, propagate_backward_time: 17.5415954590, weight_update_time: 0.0901190192, other_time: 1.9962730408
epoch time: 3.2322564125s, input_fired_time: 0.0415929705, output_fired_time: 0.0000000000, propagate_forward_time: 2.8335130215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571503162
validation[          , genome  2397] predictions:    9431/  10000 (94.31%), best:    9464/10000 (94.64%), error:      1878.50720, best error:      1815.18213 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 32.4384689331s, input_fired_time: 0.3692596257, output_fired_time: 0.2877193987, propagate_forward_time: 13.2812881470, propagate_backward_time: 16.5531940460, weight_update_time: 0.0872987956, other_time: 1.9470081329
epoch time: 3.2307822704s, input_fired_time: 0.0408573598, output_fired_time: 0.0000000000, propagate_forward_time: 2.8252925873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646323681
validation[          , genome  2397] predictions:    9432/  10000 (94.32%), best:    9464/10000 (94.64%), error:      1910.93579, best error:      1815.18213 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 34.3145294189s, input_fired_time: 0.3810216188, output_fired_time: 0.3011630476, propagate_forward_time: 14.1313791275, propagate_backward_time: 17.5186462402, weight_update_time: 0.0892686844, other_time: 1.9823188782
epoch time: 3.2239224911s, input_fired_time: 0.0405249000, output_fired_time: 0.0000000000, propagate_forward_time: 2.8243243694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590731621
validation[          , genome  2397] predictions:    9462/  10000 (94.62%), best:    9462/10000 (94.62%), error:      1755.64172, best error:      1755.64172 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 34.3360443115s, input_fired_time: 0.3808220923, output_fired_time: 0.3014640212, propagate_forward_time: 14.1324644089, propagate_backward_time: 17.5114231110, weight_update_time: 0.0895735249, other_time: 2.0098705292
epoch time: 3.2300767899s, input_fired_time: 0.0412670225, output_fired_time: 0.0000000000, propagate_forward_time: 2.8237838745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650259972
validation[          , genome  2397] predictions:    9424/  10000 (94.24%), best:    9462/10000 (94.62%), error:      1886.49060, best error:      1755.64172 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 33.7328186035s, input_fired_time: 0.3778502345, output_fired_time: 0.2937613130, propagate_forward_time: 13.9091281891, propagate_backward_time: 17.1778564453, weight_update_time: 0.0889048949, other_time: 1.9742221832
epoch time: 3.5112583637s, input_fired_time: 0.0453120992, output_fired_time: 0.0000000000, propagate_forward_time: 3.0577044487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082417488
validation[          , genome  2397] predictions:    9444/  10000 (94.44%), best:    9462/10000 (94.62%), error:      1841.10205, best error:      1755.64172 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 33.7774009705s, input_fired_time: 0.3743311763, output_fired_time: 0.2867792845, propagate_forward_time: 13.9816541672, propagate_backward_time: 17.1728820801, weight_update_time: 0.0886088163, other_time: 1.9617538452
epoch time: 3.2332603931s, input_fired_time: 0.0420906097, output_fired_time: 0.0000000000, propagate_forward_time: 2.8306655884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605041504
validation[          , genome  2397] predictions:    9461/  10000 (94.61%), best:    9462/10000 (94.62%), error:      1789.01819, best error:      1755.64172 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 33.7203559875s, input_fired_time: 0.3842809498, output_fired_time: 0.2970462143, propagate_forward_time: 13.8477077484, propagate_backward_time: 17.1888599396, weight_update_time: 0.0880674422, other_time: 2.0024604797
epoch time: 3.2253298759s, input_fired_time: 0.0413352512, output_fired_time: 0.0000000000, propagate_forward_time: 2.8198165894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641779423
validation[          , genome  2397] predictions:    9482/  10000 (94.82%), best:    9482/10000 (94.82%), error:      1718.39038, best error:      1718.39038 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 34.5468368530s, input_fired_time: 0.3857019842, output_fired_time: 0.3019616306, propagate_forward_time: 14.2169866562, propagate_backward_time: 17.6364688873, weight_update_time: 0.0901467055, other_time: 2.0057201385
epoch time: 3.3107743263s, input_fired_time: 0.0443796553, output_fired_time: 0.0000000000, propagate_forward_time: 2.8768808842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895137310
validation[          , genome  2397] predictions:    9420/  10000 (94.20%), best:    9482/10000 (94.82%), error:      1873.95178, best error:      1718.39038 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 33.9417686462s, input_fired_time: 0.3807356060, output_fired_time: 0.2994340658, propagate_forward_time: 13.9149274826, propagate_backward_time: 17.2789154053, weight_update_time: 0.0891486481, other_time: 2.0677528381
epoch time: 3.2322638035s, input_fired_time: 0.0403370038, output_fired_time: 0.0000000000, propagate_forward_time: 2.8251140118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668127060
validation[          , genome  2397] predictions:    9423/  10000 (94.23%), best:    9482/10000 (94.82%), error:      1935.47107, best error:      1718.39038 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 34.4521179199s, input_fired_time: 0.3844327331, output_fired_time: 0.3035184145, propagate_forward_time: 14.1613302231, propagate_backward_time: 17.5322666168, weight_update_time: 0.0905334800, other_time: 2.0705661774
epoch time: 3.2413907051s, input_fired_time: 0.0424207337, output_fired_time: 0.0000000000, propagate_forward_time: 2.8268146515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721554279
validation[          , genome  2397] predictions:    9431/  10000 (94.31%), best:    9482/10000 (94.82%), error:      1887.51868, best error:      1718.39038 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 34.3411140442s, input_fired_time: 0.3813521564, output_fired_time: 0.3016948104, propagate_forward_time: 14.1380891800, propagate_backward_time: 17.4936695099, weight_update_time: 0.0895762742, other_time: 2.0263118744
epoch time: 3.2335879803s, input_fired_time: 0.0416548997, output_fired_time: 0.0000000000, propagate_forward_time: 2.8242650032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676681519
validation[          , genome  2397] predictions:    9469/  10000 (94.69%), best:    9482/10000 (94.82%), error:      1751.83582, best error:      1718.39038 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 34.9368553162s, input_fired_time: 0.3993182182, output_fired_time: 0.3086485267, propagate_forward_time: 14.3747215271, propagate_backward_time: 17.8044776917, weight_update_time: 0.0923060030, other_time: 2.0496902466
epoch time: 3.2177972794s, input_fired_time: 0.0416027792, output_fired_time: 0.0000000000, propagate_forward_time: 2.8187189102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3574755192
validation[          , genome  2397] predictions:    9473/  10000 (94.73%), best:    9482/10000 (94.82%), error:      1761.78918, best error:      1718.39038 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 34.4503326416s, input_fired_time: 0.3832134902, output_fired_time: 0.3010229766, propagate_forward_time: 14.1625785828, propagate_backward_time: 17.5811252594, weight_update_time: 0.0895145386, other_time: 2.0223941803
epoch time: 3.2557551861s, input_fired_time: 0.0411550291, output_fired_time: 0.0000000000, propagate_forward_time: 2.8426342010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3719658852
validation[          , genome  2397] predictions:    9469/  10000 (94.69%), best:    9482/10000 (94.82%), error:      1761.91968, best error:      1718.39038 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 34.2648506165s, input_fired_time: 0.3799167275, output_fired_time: 0.2956892252, propagate_forward_time: 14.1412105560, propagate_backward_time: 17.4349441528, weight_update_time: 0.0895393863, other_time: 2.0130901337
epoch time: 3.2295460701s, input_fired_time: 0.0419790596, output_fired_time: 0.0000000000, propagate_forward_time: 2.8213658333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662011623
validation[          , genome  2397] predictions:    9485/  10000 (94.85%), best:    9482/10000 (94.82%), error:      1733.49756, best error:      1718.39038 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 34.1994895935s, input_fired_time: 0.3813859522, output_fired_time: 0.2996273041, propagate_forward_time: 14.0608053207, propagate_backward_time: 17.4380950928, weight_update_time: 0.0899799168, other_time: 2.0195770264
epoch time: 3.2270209789s, input_fired_time: 0.0421253555, output_fired_time: 0.0000000000, propagate_forward_time: 2.8211786747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637168407
validation[          , genome  2397] predictions:    9460/  10000 (94.60%), best:    9482/10000 (94.82%), error:      1784.02832, best error:      1718.39038 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 34.4105148315s, input_fired_time: 0.3842190504, output_fired_time: 0.3032005429, propagate_forward_time: 14.1682529449, propagate_backward_time: 17.5464076996, weight_update_time: 0.0900688916, other_time: 2.0084342957
epoch time: 3.2382347584s, input_fired_time: 0.0413394943, output_fired_time: 0.0000000000, propagate_forward_time: 2.8313183784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655769825
validation[          , genome  2397] predictions:    9470/  10000 (94.70%), best:    9470/10000 (94.70%), error:      1715.16895, best error:      1715.16895 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 33.8895988464s, input_fired_time: 0.3854302168, output_fired_time: 0.2980475426, propagate_forward_time: 13.9188594818, propagate_backward_time: 17.2489986420, weight_update_time: 0.0879415572, other_time: 2.0382652283
epoch time: 3.2429609299s, input_fired_time: 0.0412339941, output_fired_time: 0.0000000000, propagate_forward_time: 2.8325045109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692224026
validation[          , genome  2397] predictions:    9479/  10000 (94.79%), best:    9470/10000 (94.70%), error:      1754.84570, best error:      1715.16895 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 34.2020454407s, input_fired_time: 0.3834685981, output_fired_time: 0.2989594936, propagate_forward_time: 14.0649757385, propagate_backward_time: 17.4029598236, weight_update_time: 0.0905547440, other_time: 2.0516834259
epoch time: 3.2371442318s, input_fired_time: 0.0425626487, output_fired_time: 0.0000000000, propagate_forward_time: 2.8318581581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627233505
validation[          , genome  2397] predictions:    9471/  10000 (94.71%), best:    9471/10000 (94.71%), error:      1698.79517, best error:      1698.79517 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 34.2469558716s, input_fired_time: 0.3838166296, output_fired_time: 0.2920930386, propagate_forward_time: 14.1601190567, propagate_backward_time: 17.4028205872, weight_update_time: 0.0903369337, other_time: 2.0081100464
epoch time: 3.2403857708s, input_fired_time: 0.0422556959, output_fired_time: 0.0000000000, propagate_forward_time: 2.8296058178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685243130
validation[          , genome  2397] predictions:    9440/  10000 (94.40%), best:    9471/10000 (94.71%), error:      1814.58386, best error:      1698.79517 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 34.5143623352s, input_fired_time: 0.3868032992, output_fired_time: 0.3043217361, propagate_forward_time: 14.1853065491, propagate_backward_time: 17.6360244751, weight_update_time: 0.0907550454, other_time: 2.0019073486
epoch time: 3.2434852123s, input_fired_time: 0.0418836400, output_fired_time: 0.0000000000, propagate_forward_time: 2.8395597935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620417118
validation[          , genome  2397] predictions:    9470/  10000 (94.70%), best:    9471/10000 (94.71%), error:      1738.55566, best error:      1698.79517 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 34.4383163452s, input_fired_time: 0.3856786489, output_fired_time: 0.3031382561, propagate_forward_time: 14.1500682831, propagate_backward_time: 17.5777473450, weight_update_time: 0.0906254500, other_time: 2.0216846466
epoch time: 3.2431230545s, input_fired_time: 0.0418341085, output_fired_time: 0.0000000000, propagate_forward_time: 2.8355782032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657107353
validation[          , genome  2397] predictions:    9457/  10000 (94.57%), best:    9471/10000 (94.71%), error:      1801.27551, best error:      1698.79517 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 34.4533233643s, input_fired_time: 0.3871619701, output_fired_time: 0.3040721118, propagate_forward_time: 14.1805000305, propagate_backward_time: 17.6071567535, weight_update_time: 0.0901767090, other_time: 1.9744319916
epoch time: 3.2393927574s, input_fired_time: 0.0418119505, output_fired_time: 0.0000000000, propagate_forward_time: 2.8350765705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625042439
validation[          , genome  2397] predictions:    9485/  10000 (94.85%), best:    9471/10000 (94.71%), error:      1716.41919, best error:      1698.79517 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 34.3651504517s, input_fired_time: 0.3847526312, output_fired_time: 0.3031998873, propagate_forward_time: 14.1389780045, propagate_backward_time: 17.5658550262, weight_update_time: 0.0901165903, other_time: 1.9723644257
epoch time: 3.2242929935s, input_fired_time: 0.0419451110, output_fired_time: 0.0000000000, propagate_forward_time: 2.8243489265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579988480
validation[          , genome  2397] predictions:    9496/  10000 (94.96%), best:    9496/10000 (94.96%), error:      1686.02136, best error:      1686.02136 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 34.4742507935s, input_fired_time: 0.3881175518, output_fired_time: 0.3043963313, propagate_forward_time: 14.1691226959, propagate_backward_time: 17.5878353119, weight_update_time: 0.0911011547, other_time: 2.0247764587
epoch time: 3.2432453632s, input_fired_time: 0.0425653085, output_fired_time: 0.0000000000, propagate_forward_time: 2.8329246044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677554131
validation[          , genome  2397] predictions:    9474/  10000 (94.74%), best:    9496/10000 (94.96%), error:      1750.10681, best error:      1686.02136 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 34.3449287415s, input_fired_time: 0.3835729659, output_fired_time: 0.3024985790, propagate_forward_time: 14.1321773529, propagate_backward_time: 17.5468425751, weight_update_time: 0.0903226361, other_time: 1.9798393250
epoch time: 3.2318134308s, input_fired_time: 0.0428310707, output_fired_time: 0.0000000000, propagate_forward_time: 2.8279631138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610191345
validation[          , genome  2397] predictions:    9407/  10000 (94.07%), best:    9496/10000 (94.96%), error:      1953.39685, best error:      1686.02136 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 34.3939170837s, input_fired_time: 0.3844814897, output_fired_time: 0.3038075864, propagate_forward_time: 14.1391496658, propagate_backward_time: 17.5584945679, weight_update_time: 0.0897729322, other_time: 2.0079841614
epoch time: 3.2257709503s, input_fired_time: 0.0417942852, output_fired_time: 0.0000000000, propagate_forward_time: 2.8249607086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590159416
validation[          , genome  2397] predictions:    9451/  10000 (94.51%), best:    9496/10000 (94.96%), error:      1801.80847, best error:      1686.02136 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 34.3362579346s, input_fired_time: 0.3840672970, output_fired_time: 0.3014658093, propagate_forward_time: 14.1353902817, propagate_backward_time: 17.5400390625, weight_update_time: 0.0901163667, other_time: 1.9752960205
epoch time: 3.2323219776s, input_fired_time: 0.0424768217, output_fired_time: 0.0000000000, propagate_forward_time: 2.8289301395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609149456
validation[          , genome  2397] predictions:    9457/  10000 (94.57%), best:    9496/10000 (94.96%), error:      1734.52661, best error:      1686.02136 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 34.1254768372s, input_fired_time: 0.3831224144, output_fired_time: 0.3015308380, propagate_forward_time: 14.0376529694, propagate_backward_time: 17.4359264374, weight_update_time: 0.0893367305, other_time: 1.9672470093
epoch time: 3.2286870480s, input_fired_time: 0.0422500931, output_fired_time: 0.0000000000, propagate_forward_time: 2.8266170025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598198891
validation[          , genome  2397] predictions:    9392/  10000 (93.92%), best:    9496/10000 (94.96%), error:      2010.38135, best error:      1686.02136 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 35.0361709595s, input_fired_time: 0.4030205905, output_fired_time: 0.3151134849, propagate_forward_time: 14.3776998520, propagate_backward_time: 17.8377513885, weight_update_time: 0.0968882442, other_time: 2.1025867462
epoch time: 3.2429051399s, input_fired_time: 0.0427175462, output_fired_time: 0.0000000000, propagate_forward_time: 2.8299145699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702731133
validation[          , genome  2397] predictions:    9469/  10000 (94.69%), best:    9496/10000 (94.96%), error:      1711.46313, best error:      1686.02136 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 34.3275489807s, input_fired_time: 0.3875004053, output_fired_time: 0.3037641048, propagate_forward_time: 14.1419878006, propagate_backward_time: 17.5071353912, weight_update_time: 0.0895303786, other_time: 1.9871616364
epoch time: 3.2388894558s, input_fired_time: 0.0427536666, output_fired_time: 0.0000000000, propagate_forward_time: 2.8300056458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661301136
validation[          , genome  2397] predictions:    9460/  10000 (94.60%), best:    9496/10000 (94.96%), error:      1745.44373, best error:      1686.02136 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 33.9486732483s, input_fired_time: 0.3831467927, output_fired_time: 0.2958022356, propagate_forward_time: 13.9785671234, propagate_backward_time: 17.3013725281, weight_update_time: 0.0881983861, other_time: 1.9897823334
epoch time: 3.2228555679s, input_fired_time: 0.0424724706, output_fired_time: 0.0000000000, propagate_forward_time: 2.8201668262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602163792
validation[          , genome  2397] predictions:    9475/  10000 (94.75%), best:    9496/10000 (94.96%), error:      1717.36328, best error:      1686.02136 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 34.2927818298s, input_fired_time: 0.3850009739, output_fired_time: 0.3023036718, propagate_forward_time: 14.1015205383, propagate_backward_time: 17.4877510071, weight_update_time: 0.0897179693, other_time: 2.0162048340
epoch time: 3.2262341976s, input_fired_time: 0.0416975208, output_fired_time: 0.0000000000, propagate_forward_time: 2.8191344738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654022217
validation[          , genome  2397] predictions:    9458/  10000 (94.58%), best:    9496/10000 (94.96%), error:      1807.28455, best error:      1686.02136 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 33.7199440002s, input_fired_time: 0.3816566467, output_fired_time: 0.2982072234, propagate_forward_time: 13.8706073761, propagate_backward_time: 17.2000713348, weight_update_time: 0.0886570737, other_time: 1.9694023132
epoch time: 2.4119396210s, input_fired_time: 0.0350180715, output_fired_time: 0.0000000000, propagate_forward_time: 2.0712416172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056800365
validation[          , genome  2397] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1684.52246, best error:      1684.52246 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 33.7027320862s, input_fired_time: 0.3819330335, output_fired_time: 0.2913202941, propagate_forward_time: 13.8870754242, propagate_backward_time: 17.1505279541, weight_update_time: 0.0884019658, other_time: 1.9918766022
epoch time: 3.2276005745s, input_fired_time: 0.0422034971, output_fired_time: 0.0000000000, propagate_forward_time: 2.8248875141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605096340
validation[          , genome  2397] predictions:    9486/  10000 (94.86%), best:    9490/10000 (94.90%), error:      1712.29651, best error:      1684.52246 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 34.2677650452s, input_fired_time: 0.3848631978, output_fired_time: 0.3010042310, propagate_forward_time: 14.1199989319, propagate_backward_time: 17.4782276154, weight_update_time: 0.0892482623, other_time: 1.9836711884
epoch time: 3.2302947044s, input_fired_time: 0.0420164540, output_fired_time: 0.0000000000, propagate_forward_time: 2.8242352009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640429974
validation[          , genome  2397] predictions:    9484/  10000 (94.84%), best:    9490/10000 (94.90%), error:      1685.12830, best error:      1684.52246 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 34.3058547974s, input_fired_time: 0.3877385557, output_fired_time: 0.3018101156, propagate_forward_time: 14.1059026718, propagate_backward_time: 17.5266017914, weight_update_time: 0.0899519548, other_time: 1.9838008881
epoch time: 3.2182328701s, input_fired_time: 0.0425971448, output_fired_time: 0.0000000000, propagate_forward_time: 2.8186976910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569381237
validation[          , genome  2397] predictions:    9499/  10000 (94.99%), best:    9499/10000 (94.99%), error:      1649.26294, best error:      1649.26294 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 34.2241096497s, input_fired_time: 0.3850098252, output_fired_time: 0.3006015420, propagate_forward_time: 14.0746707916, propagate_backward_time: 17.4722938538, weight_update_time: 0.0896534026, other_time: 1.9915332794
epoch time: 3.2319173813s, input_fired_time: 0.0431203097, output_fired_time: 0.0000000000, propagate_forward_time: 2.8215188980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672780991
validation[          , genome  2397] predictions:    9503/  10000 (95.03%), best:    9499/10000 (94.99%), error:      1665.38232, best error:      1649.26294 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 34.2945709229s, input_fired_time: 0.3912743628, output_fired_time: 0.3022912741, propagate_forward_time: 14.1019363403, propagate_backward_time: 17.5173110962, weight_update_time: 0.0910167322, other_time: 1.9817581177
epoch time: 3.2274854183s, input_fired_time: 0.0422167145, output_fired_time: 0.0000000000, propagate_forward_time: 2.8201062679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651623726
validation[          , genome  2397] predictions:    9509/  10000 (95.09%), best:    9509/10000 (95.09%), error:      1648.54297, best error:      1648.54297 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 34.3339118958s, input_fired_time: 0.3872741461, output_fired_time: 0.3002507091, propagate_forward_time: 14.1135778427, propagate_backward_time: 17.5004119873, weight_update_time: 0.0897014663, other_time: 2.0323944092
epoch time: 3.2331087589s, input_fired_time: 0.0420795828, output_fired_time: 0.0000000000, propagate_forward_time: 2.8267426491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642864227
validation[          , genome  2397] predictions:    9483/  10000 (94.83%), best:    9509/10000 (95.09%), error:      1724.15588, best error:      1648.54297 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 34.3173789978s, input_fired_time: 0.3869721591, output_fired_time: 0.3019893169, propagate_forward_time: 14.0958089828, propagate_backward_time: 17.5268135071, weight_update_time: 0.0897896290, other_time: 2.0057945251
epoch time: 3.2266311646s, input_fired_time: 0.0421076678, output_fired_time: 0.0000000000, propagate_forward_time: 2.8158555031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686680794
validation[          , genome  2397] predictions:    9418/  10000 (94.18%), best:    9509/10000 (95.09%), error:      1881.79468, best error:      1648.54297 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 34.2293510437s, input_fired_time: 0.3862557411, output_fired_time: 0.3017905354, propagate_forward_time: 14.0652484894, propagate_backward_time: 17.4991378784, weight_update_time: 0.0902243331, other_time: 1.9769153595
epoch time: 3.2117226124s, input_fired_time: 0.0420360640, output_fired_time: 0.0000000000, propagate_forward_time: 2.8111729622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585135937
validation[          , genome  2397] predictions:    9501/  10000 (95.01%), best:    9509/10000 (95.09%), error:      1657.35474, best error:      1648.54297 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 34.3226165771s, input_fired_time: 0.3878789544, output_fired_time: 0.3031630218, propagate_forward_time: 14.0915517807, propagate_backward_time: 17.5301589966, weight_update_time: 0.0904453397, other_time: 2.0098648071
epoch time: 3.2247486115s, input_fired_time: 0.0430757068, output_fired_time: 0.0000000000, propagate_forward_time: 2.8161315918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655412197
validation[          , genome  2397] predictions:    9464/  10000 (94.64%), best:    9509/10000 (95.09%), error:      1745.59680, best error:      1648.54297 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 34.3014297485s, input_fired_time: 0.3887234330, output_fired_time: 0.3027275503, propagate_forward_time: 14.0948457718, propagate_backward_time: 17.5244369507, weight_update_time: 0.0903296769, other_time: 1.9906959534
epoch time: 3.2222621441s, input_fired_time: 0.0428881645, output_fired_time: 0.0000000000, propagate_forward_time: 2.8155286312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638453484
validation[          , genome  2397] predictions:    9464/  10000 (94.64%), best:    9509/10000 (95.09%), error:      1796.76416, best error:      1648.54297 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 34.2532920837s, input_fired_time: 0.3873822689, output_fired_time: 0.3007884026, propagate_forward_time: 14.1023292542, propagate_backward_time: 17.4868698120, weight_update_time: 0.0893146619, other_time: 1.9759216309
epoch time: 3.2172369957s, input_fired_time: 0.0413588136, output_fired_time: 0.0000000000, propagate_forward_time: 2.8179433346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579349518
validation[          , genome  2397] predictions:    9454/  10000 (94.54%), best:    9509/10000 (95.09%), error:      1804.52881, best error:      1648.54297 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 34.3427352905s, input_fired_time: 0.3889531791, output_fired_time: 0.3024336100, propagate_forward_time: 14.1120605469, propagate_backward_time: 17.5367259979, weight_update_time: 0.0897469446, other_time: 2.0025615692
epoch time: 3.2327303886s, input_fired_time: 0.0429746434, output_fired_time: 0.0000000000, propagate_forward_time: 2.8244392872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653163910
validation[          , genome  2397] predictions:    9482/  10000 (94.82%), best:    9509/10000 (95.09%), error:      1694.79370, best error:      1648.54297 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 34.3483352661s, input_fired_time: 0.3905758858, output_fired_time: 0.3014028370, propagate_forward_time: 14.1079492569, propagate_backward_time: 17.5566825867, weight_update_time: 0.0907273367, other_time: 1.9917259216
epoch time: 3.2343807220s, input_fired_time: 0.0421799049, output_fired_time: 0.0000000000, propagate_forward_time: 2.8257820606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664188385
validation[          , genome  2397] predictions:    9473/  10000 (94.73%), best:    9509/10000 (95.09%), error:      1749.69946, best error:      1648.54297 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 34.3249664307s, input_fired_time: 0.3867938519, output_fired_time: 0.2984985709, propagate_forward_time: 14.1426954269, propagate_backward_time: 17.5150775909, weight_update_time: 0.0893815756, other_time: 1.9818973541
epoch time: 3.2274999619s, input_fired_time: 0.0422685072, output_fired_time: 0.0000000000, propagate_forward_time: 2.8292088509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560225964
validation[          , genome  2397] predictions:    9493/  10000 (94.93%), best:    9509/10000 (95.09%), error:      1671.59607, best error:      1648.54297 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 34.3048667908s, input_fired_time: 0.3886115849, output_fired_time: 0.3020838797, propagate_forward_time: 14.1220140457, propagate_backward_time: 17.5322246552, weight_update_time: 0.0898604020, other_time: 1.9599361420
epoch time: 3.2196681499s, input_fired_time: 0.0427399278, output_fired_time: 0.0000000000, propagate_forward_time: 2.8205811977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563470840
validation[          , genome  2397] predictions:    9479/  10000 (94.79%), best:    9509/10000 (95.09%), error:      1686.89893, best error:      1648.54297 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 34.6907119751s, input_fired_time: 0.3933012187, output_fired_time: 0.3049368560, propagate_forward_time: 14.3219060898, propagate_backward_time: 17.6769123077, weight_update_time: 0.0893759653, other_time: 1.9936542511
epoch time: 3.2178556919s, input_fired_time: 0.0422731452, output_fired_time: 0.0000000000, propagate_forward_time: 2.8181891441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573935032
validation[          , genome  2397] predictions:    9423/  10000 (94.23%), best:    9509/10000 (95.09%), error:      1828.76001, best error:      1648.54297 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 34.4015579224s, input_fired_time: 0.3885317445, output_fired_time: 0.2974378169, propagate_forward_time: 14.1933994293, propagate_backward_time: 17.5048255920, weight_update_time: 0.0975774378, other_time: 2.0173625946
epoch time: 3.2277204990s, input_fired_time: 0.0431079566, output_fired_time: 0.0000000000, propagate_forward_time: 2.8170518875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675606251
validation[          , genome  2397] predictions:    9388/  10000 (93.88%), best:    9509/10000 (95.09%), error:      1948.02576, best error:      1648.54297 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 34.2159423828s, input_fired_time: 0.3895584047, output_fired_time: 0.3003059030, propagate_forward_time: 14.0914745331, propagate_backward_time: 17.4557571411, weight_update_time: 0.0887849554, other_time: 1.9788494110
epoch time: 3.2269227505s, input_fired_time: 0.0439242013, output_fired_time: 0.0000000000, propagate_forward_time: 2.8179907799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650078773
validation[          , genome  2397] predictions:    9503/  10000 (95.03%), best:    9509/10000 (95.09%), error:      1676.82776, best error:      1648.54297 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 33.9340591431s, input_fired_time: 0.3899130821, output_fired_time: 0.2981053591, propagate_forward_time: 13.9340877533, propagate_backward_time: 17.3231220245, weight_update_time: 0.0885544121, other_time: 1.9888305664
epoch time: 3.2137730122s, input_fired_time: 0.0423247926, output_fired_time: 0.0000000000, propagate_forward_time: 2.8169343472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545138836
validation[          , genome  2397] predictions:    9501/  10000 (95.01%), best:    9501/10000 (95.01%), error:      1635.18225, best error:      1635.18225 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 34.2257575989s, input_fired_time: 0.3878207207, output_fired_time: 0.2938264310, propagate_forward_time: 14.1453857422, propagate_backward_time: 17.3933544159, weight_update_time: 0.0897254869, other_time: 2.0053691864
epoch time: 3.2462794781s, input_fired_time: 0.0429215729, output_fired_time: 0.0000000000, propagate_forward_time: 2.8349213600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684365749
validation[          , genome  2397] predictions:    9505/  10000 (95.05%), best:    9501/10000 (95.01%), error:      1662.25781, best error:      1635.18225 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 33.9705276489s, input_fired_time: 0.3895802498, output_fired_time: 0.2949550748, propagate_forward_time: 13.9693183899, propagate_backward_time: 17.3387985229, weight_update_time: 0.0886690319, other_time: 1.9778747559
epoch time: 3.2237536907s, input_fired_time: 0.0430251099, output_fired_time: 0.0000000000, propagate_forward_time: 2.8234400749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572885990
validation[          , genome  2397] predictions:    9506/  10000 (95.06%), best:    9501/10000 (95.01%), error:      1653.35706, best error:      1635.18225 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 33.9938011169s, input_fired_time: 0.3859726787, output_fired_time: 0.2978505492, propagate_forward_time: 13.9818906784, propagate_backward_time: 17.3239383698, weight_update_time: 0.0891121402, other_time: 2.0041484833
epoch time: 3.2140483856s, input_fired_time: 0.0427744687, output_fired_time: 0.0000000000, propagate_forward_time: 2.8113627434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599112034
validation[          , genome  2397] predictions:    9517/  10000 (95.17%), best:    9517/10000 (95.17%), error:      1628.14062, best error:      1628.14062 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 34.1711616516s, input_fired_time: 0.3877643645, output_fired_time: 0.3004609346, propagate_forward_time: 14.0636749268, propagate_backward_time: 17.4210319519, weight_update_time: 0.0888941064, other_time: 1.9982299805
epoch time: 3.2210965157s, input_fired_time: 0.0430375375, output_fired_time: 0.0000000000, propagate_forward_time: 2.8132593632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647994995
validation[          , genome  2397] predictions:    9486/  10000 (94.86%), best:    9517/10000 (95.17%), error:      1687.44019, best error:      1628.14062 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 34.0851211548s, input_fired_time: 0.3859547973, output_fired_time: 0.2949565053, propagate_forward_time: 14.0546464920, propagate_backward_time: 17.3357467651, weight_update_time: 0.0891256630, other_time: 2.0138168335
epoch time: 3.2155086994s, input_fired_time: 0.0426715016, output_fired_time: 0.0000000000, propagate_forward_time: 2.8141942024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586430550
validation[          , genome  2397] predictions:    9488/  10000 (94.88%), best:    9517/10000 (95.17%), error:      1658.95776, best error:      1628.14062 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 34.1126708984s, input_fired_time: 0.3873155415, output_fired_time: 0.2970080078, propagate_forward_time: 14.0540494919, propagate_backward_time: 17.3754043579, weight_update_time: 0.0893329680, other_time: 1.9988937378
epoch time: 3.3557941914s, input_fired_time: 0.0428579040, output_fired_time: 0.0000000000, propagate_forward_time: 2.9483609200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645753860
validation[          , genome  2397] predictions:    9467/  10000 (94.67%), best:    9517/10000 (95.17%), error:      1716.74841, best error:      1628.14062 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 34.2650108337s, input_fired_time: 0.3907860816, output_fired_time: 0.3022603393, propagate_forward_time: 14.0888652802, propagate_backward_time: 17.4975585938, weight_update_time: 0.0905367061, other_time: 1.9855403900
epoch time: 3.2307090759s, input_fired_time: 0.0431016907, output_fired_time: 0.0000000000, propagate_forward_time: 2.8219809532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656263351
validation[          , genome  2397] predictions:    9478/  10000 (94.78%), best:    9517/10000 (95.17%), error:      1730.45630, best error:      1628.14062 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 34.3019447327s, input_fired_time: 0.3910774887, output_fired_time: 0.3026211858, propagate_forward_time: 14.0983572006, propagate_backward_time: 17.5152111053, weight_update_time: 0.0899739265, other_time: 1.9946765900
epoch time: 3.2221097946s, input_fired_time: 0.0435817800, output_fired_time: 0.0000000000, propagate_forward_time: 2.8205046654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580234051
validation[          , genome  2397] predictions:    9468/  10000 (94.68%), best:    9517/10000 (95.17%), error:      1752.19861, best error:      1628.14062 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 34.3109931946s, input_fired_time: 0.3912574053, output_fired_time: 0.3031323850, propagate_forward_time: 14.0872936249, propagate_backward_time: 17.5245990753, weight_update_time: 0.0906492472, other_time: 2.0047111511
epoch time: 3.2246460915s, input_fired_time: 0.0430216454, output_fired_time: 0.0000000000, propagate_forward_time: 2.8140885830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675358295
validation[          , genome  2397] predictions:    9497/  10000 (94.97%), best:    9517/10000 (95.17%), error:      1657.00732, best error:      1628.14062 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 34.2992858887s, input_fired_time: 0.3906944096, output_fired_time: 0.3022176623, propagate_forward_time: 14.1052103043, propagate_backward_time: 17.5268001556, weight_update_time: 0.0901139230, other_time: 1.9743633270
epoch time: 3.2298128605s, input_fired_time: 0.0433755107, output_fired_time: 0.0000000000, propagate_forward_time: 2.8285396099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578977585
validation[          , genome  2397] predictions:    9453/  10000 (94.53%), best:    9517/10000 (95.17%), error:      1785.64709, best error:      1628.14062 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 34.2151565552s, input_fired_time: 0.3909921348, output_fired_time: 0.3025186956, propagate_forward_time: 14.0657320023, propagate_backward_time: 17.4842014313, weight_update_time: 0.0902423412, other_time: 1.9717159271
epoch time: 3.2244069576s, input_fired_time: 0.0430192314, output_fired_time: 0.0000000000, propagate_forward_time: 2.8217494488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596382141
validation[          , genome  2397] predictions:    9472/  10000 (94.72%), best:    9517/10000 (95.17%), error:      1761.88745, best error:      1628.14062 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 34.0238265991s, input_fired_time: 0.3880329132, output_fired_time: 0.2929548025, propagate_forward_time: 14.0720891953, propagate_backward_time: 17.3003826141, weight_update_time: 0.0891269371, other_time: 1.9703693390
epoch time: 3.2214331627s, input_fired_time: 0.0434294604, output_fired_time: 0.0000000000, propagate_forward_time: 2.8183832169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596205711
validation[          , genome  2397] predictions:    9499/  10000 (94.99%), best:    9517/10000 (95.17%), error:      1655.15601, best error:      1628.14062 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 34.6537094116s, input_fired_time: 0.3963168859, output_fired_time: 0.3027898967, propagate_forward_time: 14.2990417480, propagate_backward_time: 17.6508235931, weight_update_time: 0.0901058391, other_time: 2.0047359467
epoch time: 3.2193148136s, input_fired_time: 0.0434331670, output_fired_time: 0.0000000000, propagate_forward_time: 2.8139271736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619544506
validation[          , genome  2397] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1618.64050, best error:      1618.64050 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 34.2053718567s, input_fired_time: 0.3911060989, output_fired_time: 0.3038773835, propagate_forward_time: 14.0621261597, propagate_backward_time: 17.4206695557, weight_update_time: 0.0899123102, other_time: 2.0275917053
epoch time: 3.2240977287s, input_fired_time: 0.0427683331, output_fired_time: 0.0000000000, propagate_forward_time: 2.8110449314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702845573
validation[          , genome  2397] predictions:    9493/  10000 (94.93%), best:    9505/10000 (95.05%), error:      1709.11340, best error:      1618.64050 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 34.7220458984s, input_fired_time: 0.3959761262, output_fired_time: 0.3057134151, propagate_forward_time: 14.2585477829, propagate_backward_time: 17.6959533691, weight_update_time: 0.0909549966, other_time: 2.0658531189
epoch time: 3.2345418930s, input_fired_time: 0.0435064025, output_fired_time: 0.0000000000, propagate_forward_time: 2.8258311749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652043343
validation[          , genome  2397] predictions:    9514/  10000 (95.14%), best:    9505/10000 (95.05%), error:      1636.23560, best error:      1618.64050 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 34.3270034790s, input_fired_time: 0.3916152716, output_fired_time: 0.3018615544, propagate_forward_time: 14.1263580322, propagate_backward_time: 17.4986991882, weight_update_time: 0.0894671232, other_time: 2.0084686279
epoch time: 3.2348206043s, input_fired_time: 0.0442835130, output_fired_time: 0.0000000000, propagate_forward_time: 2.8246595860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658773899
validation[          , genome  2397] predictions:    9495/  10000 (94.95%), best:    9505/10000 (95.05%), error:      1673.67480, best error:      1618.64050 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 34.7690200806s, input_fired_time: 0.3979256451, output_fired_time: 0.3024793863, propagate_forward_time: 14.3375902176, propagate_backward_time: 17.7182693481, weight_update_time: 0.0902475789, other_time: 2.0127563477
epoch time: 3.3384208679s, input_fired_time: 0.0461177155, output_fired_time: 0.0000000000, propagate_forward_time: 2.9121587276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801443577
validation[          , genome  2397] predictions:    9376/  10000 (93.76%), best:    9505/10000 (95.05%), error:      2093.28882, best error:      1618.64050 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 34.2927589417s, input_fired_time: 0.3913042843, output_fired_time: 0.3019281030, propagate_forward_time: 14.1176042557, propagate_backward_time: 17.4799480438, weight_update_time: 0.0893042535, other_time: 2.0019741058
epoch time: 3.2301757336s, input_fired_time: 0.0433567837, output_fired_time: 0.0000000000, propagate_forward_time: 2.8270554543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597633839
validation[          , genome  2397] predictions:    9495/  10000 (94.95%), best:    9505/10000 (95.05%), error:      1684.17444, best error:      1618.64050 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 34.3571319580s, input_fired_time: 0.3929205537, output_fired_time: 0.3020113409, propagate_forward_time: 14.1519861221, propagate_backward_time: 17.4966545105, weight_update_time: 0.0903706178, other_time: 2.0135612488
epoch time: 3.2425272465s, input_fired_time: 0.0450187512, output_fired_time: 0.0000000000, propagate_forward_time: 2.8276438713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698647022
validation[          , genome  2397] predictions:    9490/  10000 (94.90%), best:    9505/10000 (95.05%), error:      1688.87964, best error:      1618.64050 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 34.2722587585s, input_fired_time: 0.3932977915, output_fired_time: 0.2989978194, propagate_forward_time: 14.1217069626, propagate_backward_time: 17.4734592438, weight_update_time: 0.0899998546, other_time: 1.9847965240
epoch time: 3.2185559273s, input_fired_time: 0.0440172367, output_fired_time: 0.0000000000, propagate_forward_time: 2.8213243484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532142639
validation[          , genome  2397] predictions:    9494/  10000 (94.94%), best:    9505/10000 (95.05%), error:      1660.24939, best error:      1618.64050 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 34.2627983093s, input_fired_time: 0.3909397423, output_fired_time: 0.3001852632, propagate_forward_time: 14.0846481323, propagate_backward_time: 17.4856452942, weight_update_time: 0.0899352059, other_time: 2.0013771057
epoch time: 3.2266645432s, input_fired_time: 0.0444010161, output_fired_time: 0.0000000000, propagate_forward_time: 2.8173699379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648936749
validation[          , genome  2397] predictions:    9465/  10000 (94.65%), best:    9505/10000 (95.05%), error:      1786.38220, best error:      1618.64050 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 34.0869445801s, input_fired_time: 0.3884567022, output_fired_time: 0.2936687768, propagate_forward_time: 14.0790786743, propagate_backward_time: 17.3642673492, weight_update_time: 0.0891089365, other_time: 1.9614696503
epoch time: 3.2275233269s, input_fired_time: 0.0443653315, output_fired_time: 0.0000000000, propagate_forward_time: 2.8205704689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625874519
validation[          , genome  2397] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1615.93347, best error:      1615.93347 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 34.2737693787s, input_fired_time: 0.3940956295, output_fired_time: 0.2973450720, propagate_forward_time: 14.1300973892, propagate_backward_time: 17.4662628174, weight_update_time: 0.0901336670, other_time: 1.9859695435
epoch time: 3.2328870296s, input_fired_time: 0.0439404398, output_fired_time: 0.0000000000, propagate_forward_time: 2.8296179771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593285084
validation[          , genome  2397] predictions:    9469/  10000 (94.69%), best:    9495/10000 (94.95%), error:      1790.47058, best error:      1615.93347 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 32.6214218140s, input_fired_time: 0.3817319870, output_fired_time: 0.2896022201, propagate_forward_time: 13.3619747162, propagate_backward_time: 16.6384429932, weight_update_time: 0.0853175521, other_time: 1.9496688843
epoch time: 3.2344079018s, input_fired_time: 0.0451512709, output_fired_time: 0.0000000000, propagate_forward_time: 2.8243322372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649244308
validation[          , genome  2397] predictions:    9437/  10000 (94.37%), best:    9495/10000 (94.95%), error:      1897.83435, best error:      1615.93347 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 34.3171272278s, input_fired_time: 0.3921933770, output_fired_time: 0.3034356833, propagate_forward_time: 14.1251735687, propagate_backward_time: 17.5352478027, weight_update_time: 0.0894836783, other_time: 1.9610767365
epoch time: 3.1901218891s, input_fired_time: 0.0429252945, output_fired_time: 0.0000000000, propagate_forward_time: 2.7840368748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631596565
validation[          , genome  2397] predictions:    9489/  10000 (94.89%), best:    9495/10000 (94.95%), error:      1684.72424, best error:      1615.93347 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 34.2835388184s, input_fired_time: 0.3937115073, output_fired_time: 0.3018055558, propagate_forward_time: 14.1021118164, propagate_backward_time: 17.5254878998, weight_update_time: 0.0896453559, other_time: 1.9604206085
epoch time: 3.2181811333s, input_fired_time: 0.0428957306, output_fired_time: 0.0000000000, propagate_forward_time: 2.8170564175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582289219
validation[          , genome  2397] predictions:    9506/  10000 (95.06%), best:    9495/10000 (94.95%), error:      1635.45300, best error:      1615.93347 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 34.2573814392s, input_fired_time: 0.3914813101, output_fired_time: 0.3021781147, propagate_forward_time: 14.0935983658, propagate_backward_time: 17.5100612640, weight_update_time: 0.0897793472, other_time: 1.9600658417
epoch time: 3.2187216282s, input_fired_time: 0.0429999679, output_fired_time: 0.0000000000, propagate_forward_time: 2.8169860840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587355614
validation[          , genome  2397] predictions:    9499/  10000 (94.99%), best:    9495/10000 (94.95%), error:      1636.67993, best error:      1615.93347 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 34.2543182373s, input_fired_time: 0.3920058608, output_fired_time: 0.3016325831, propagate_forward_time: 14.0940761566, propagate_backward_time: 17.5041275024, weight_update_time: 0.0898161680, other_time: 1.9624767303
epoch time: 3.2225723267s, input_fired_time: 0.0437621959, output_fired_time: 0.0000000000, propagate_forward_time: 2.8207147121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580954075
validation[          , genome  2397] predictions:    9464/  10000 (94.64%), best:    9495/10000 (94.95%), error:      1743.66113, best error:      1615.93347 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 34.2010498047s, input_fired_time: 0.3945345283, output_fired_time: 0.3021695316, propagate_forward_time: 14.0756225586, propagate_backward_time: 17.4802608490, weight_update_time: 0.0891026780, other_time: 1.9484615326
epoch time: 3.0346012115s, input_fired_time: 0.0432815738, output_fired_time: 0.0000000000, propagate_forward_time: 2.6408717632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504478931
validation[          , genome  2397] predictions:    9506/  10000 (95.06%), best:    9495/10000 (94.95%), error:      1674.85315, best error:      1615.93347 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 34.1199111938s, input_fired_time: 0.3917928934, output_fired_time: 0.2997166216, propagate_forward_time: 14.0605802536, propagate_backward_time: 17.4113864899, weight_update_time: 0.0889144391, other_time: 1.9564342499
epoch time: 3.2146284580s, input_fired_time: 0.0439136997, output_fired_time: 0.0000000000, propagate_forward_time: 2.8110308647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596839905
validation[          , genome  2397] predictions:    9458/  10000 (94.58%), best:    9495/10000 (94.95%), error:      1826.39087, best error:      1615.93347 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 34.1219177246s, input_fired_time: 0.3915118277, output_fired_time: 0.2989055514, propagate_forward_time: 14.0628423691, propagate_backward_time: 17.4112854004, weight_update_time: 0.0889172554, other_time: 1.9573745728
epoch time: 3.2144432068s, input_fired_time: 0.0442799553, output_fired_time: 0.0000000000, propagate_forward_time: 2.8125686646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575944901
validation[          , genome  2397] predictions:    9492/  10000 (94.92%), best:    9495/10000 (94.95%), error:      1665.03735, best error:      1615.93347 on epoch:    91, 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: 16.1059360504s, input_fired_time: 0.2206796706, output_fired_time: 0.0000000000, propagate_forward_time: 14.0591945648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8260622025
best training[          , genome  2397] predictions:   48371/  50000 (96.74%), best:    9495/10000 (94.95%), error:      6066.66406, best error:      1615.93347 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.2125010490s, input_fired_time: 0.0435583964, output_fired_time: 0.0000000000, propagate_forward_time: 2.8124976158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564450741
   testing[          , genome  2397] predictions:    9565/  10000 (95.65%), best:    9495/10000 (94.95%), error:      1546.29517, best error:      1615.93347 on epoch:    91, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:38:34 (70144): called boinc_finish(0)

</stderr_txt>
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