Nameexact_genome_1512568488_44_6481_1
Workunit2603689
Created7 Dec 2017, 20:02:47 UTC
Sent7 Dec 2017, 20:10:58 UTC
Report deadline18 Dec 2017, 0:27:48 UTC
Received8 Dec 2017, 21:50:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time4 hours 44 min 34 sec
CPU time4 hours 43 min 43 sec
Validate stateValid
Credit2,544.59
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.79 MB
Peak swap size154.95 MB
Peak disk usage1.30 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
05, weight_update_time: 0.1632303149, other_time: 2.5340194702
epoch time: 12.1200580597s, input_fired_time: 0.1732785851, output_fired_time: 0.0000000000, propagate_forward_time: 11.4967136383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500656128
validation[          , genome  6481] predictions:    9738/  10000 (97.38%), best:    9749/10000 (97.49%), error:       883.61884, best error:       839.30725 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 154.6392364502s, input_fired_time: 1.5651482344, output_fired_time: 1.2967615128, propagate_forward_time: 57.1775665283, propagate_backward_time: 92.0979309082, weight_update_time: 0.1610927731, other_time: 2.5018157959
epoch time: 12.0045404434s, input_fired_time: 0.1727917939, output_fired_time: 0.0000000000, propagate_forward_time: 11.3803262711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514226913
validation[          , genome  6481] predictions:    9733/  10000 (97.33%), best:    9749/10000 (97.49%), error:       867.77948, best error:       839.30725 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 155.0540008545s, input_fired_time: 1.5730421543, output_fired_time: 1.2943564653, propagate_forward_time: 57.2683067322, propagate_backward_time: 92.4100265503, weight_update_time: 0.1617971957, other_time: 2.5082626343
epoch time: 12.0455732346s, input_fired_time: 0.1746033132, output_fired_time: 0.0000000000, propagate_forward_time: 11.4193630219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516067505
validation[          , genome  6481] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       974.05316, best error:       839.30725 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 155.2401428223s, input_fired_time: 1.5752886534, output_fired_time: 1.2941933870, propagate_forward_time: 57.2540702820, propagate_backward_time: 92.5979003906, weight_update_time: 0.1619909257, other_time: 2.5186920166
epoch time: 12.2343063354s, input_fired_time: 0.1737982929, output_fired_time: 0.0000000000, propagate_forward_time: 11.5500993729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104084015
validation[          , genome  6481] predictions:    9744/  10000 (97.44%), best:    9749/10000 (97.49%), error:       841.44464, best error:       839.30725 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 155.7595672607s, input_fired_time: 1.6058809757, output_fired_time: 1.3209708929, propagate_forward_time: 57.3674430847, propagate_backward_time: 92.8515701294, weight_update_time: 0.1647386551, other_time: 2.6137008667
epoch time: 12.0570869446s, input_fired_time: 0.1742585450, output_fired_time: 0.0000000000, propagate_forward_time: 11.4352741241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475545883
validation[          , genome  6481] predictions:    9735/  10000 (97.35%), best:    9749/10000 (97.49%), error:       918.09491, best error:       839.30725 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 155.8882751465s, input_fired_time: 1.5792195797, output_fired_time: 1.2987036705, propagate_forward_time: 57.6607017517, propagate_backward_time: 92.8396987915, weight_update_time: 0.1630694419, other_time: 2.5099411011
epoch time: 12.1297731400s, input_fired_time: 0.1736320108, output_fired_time: 0.0000000000, propagate_forward_time: 11.5048456192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512958527
validation[          , genome  6481] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       836.26910, best error:       836.26910 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 157.6478729248s, input_fired_time: 1.6027590036, output_fired_time: 1.3356904984, propagate_forward_time: 58.1585655212, propagate_backward_time: 93.8846588135, weight_update_time: 0.1664071679, other_time: 2.6661987305
epoch time: 12.2358722687s, input_fired_time: 0.1834493577, output_fired_time: 0.0000000000, propagate_forward_time: 11.5962810516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4561414719
validation[          , genome  6481] predictions:    9726/  10000 (97.26%), best:    9743/10000 (97.43%), error:       934.57220, best error:       836.26910 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 154.6944122314s, input_fired_time: 1.5714915991, output_fired_time: 1.2917323112, propagate_forward_time: 57.3048248291, propagate_backward_time: 92.0287551880, weight_update_time: 0.1616255641, other_time: 2.4976119995
epoch time: 12.0464277267s, input_fired_time: 0.1734680086, output_fired_time: 0.0000000000, propagate_forward_time: 11.4251441956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478158951
validation[          , genome  6481] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       769.10925, best error:       769.10925 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 156.3444824219s, input_fired_time: 1.5879433155, output_fired_time: 1.3070287704, propagate_forward_time: 57.7887496948, propagate_backward_time: 93.0876846313, weight_update_time: 0.1629682630, other_time: 2.5730895996
epoch time: 12.1916418076s, input_fired_time: 0.1758401394, output_fired_time: 0.0000000000, propagate_forward_time: 11.5539560318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618453979
validation[          , genome  6481] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       813.26416, best error:       769.10925 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 157.6502075195s, input_fired_time: 1.6044360399, output_fired_time: 1.3384248018, propagate_forward_time: 58.1398773193, propagate_backward_time: 93.9551467896, weight_update_time: 0.1660631448, other_time: 2.6123275757
epoch time: 12.4512882233s, input_fired_time: 0.1773858964, output_fired_time: 0.0000000000, propagate_forward_time: 11.7263202667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475816727
validation[          , genome  6481] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       766.95892, best error:       766.95892 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 156.9437255859s, input_fired_time: 1.5977512598, output_fired_time: 1.3161767721, propagate_forward_time: 57.9063377380, propagate_backward_time: 93.5537414551, weight_update_time: 0.1651027948, other_time: 2.5697174072
epoch time: 12.1521902084s, input_fired_time: 0.1750901490, output_fired_time: 0.0000000000, propagate_forward_time: 11.5293998718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477005005
validation[          , genome  6481] predictions:    9785/  10000 (97.85%), best:    9764/10000 (97.64%), error:       768.95929, best error:       766.95892 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 155.9012908936s, input_fired_time: 1.5905812979, output_fired_time: 1.2966581583, propagate_forward_time: 57.7393150330, propagate_backward_time: 92.7734146118, weight_update_time: 0.1635072380, other_time: 2.5013198853
epoch time: 12.1711759567s, input_fired_time: 0.1758610308, output_fired_time: 0.0000000000, propagate_forward_time: 11.5446805954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506340027
validation[          , genome  6481] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       853.83240, best error:       766.95892 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 156.0177459717s, input_fired_time: 1.6248780489, output_fired_time: 1.3240878582, propagate_forward_time: 57.6998062134, propagate_backward_time: 92.8435363770, weight_update_time: 0.1627165824, other_time: 2.5254440308
epoch time: 12.1709051132s, input_fired_time: 0.1745682955, output_fired_time: 0.0000000000, propagate_forward_time: 11.5487747192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475622177
validation[          , genome  6481] predictions:    9758/  10000 (97.58%), best:    9764/10000 (97.64%), error:       817.93817, best error:       766.95892 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 156.9308166504s, input_fired_time: 1.6050653458, output_fired_time: 1.3088101149, propagate_forward_time: 57.9401245117, propagate_backward_time: 93.5361938477, weight_update_time: 0.1643636078, other_time: 2.5406188965
epoch time: 12.0721664429s, input_fired_time: 0.1838781834, output_fired_time: 0.0000000000, propagate_forward_time: 11.4325141907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557743073
validation[          , genome  6481] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       903.08246, best error:       766.95892 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 154.9067687988s, input_fired_time: 1.5841234922, output_fired_time: 1.2914589643, propagate_forward_time: 57.3445625305, propagate_backward_time: 92.1874923706, weight_update_time: 0.1619473994, other_time: 2.4991378784
epoch time: 12.3061285019s, input_fired_time: 0.1808783859, output_fired_time: 0.0000000000, propagate_forward_time: 11.6756162643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496335983
validation[          , genome  6481] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       871.17230, best error:       766.95892 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 154.9464721680s, input_fired_time: 1.5836058855, output_fired_time: 1.2944910526, propagate_forward_time: 57.2962226868, propagate_backward_time: 92.2739105225, weight_update_time: 0.1615655869, other_time: 2.4982452393
epoch time: 12.1720952988s, input_fired_time: 0.1758465916, output_fired_time: 0.0000000000, propagate_forward_time: 11.5472240448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490242004
validation[          , genome  6481] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       722.71161, best error:       722.71161 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 157.5805664062s, input_fired_time: 1.6134700775, output_fired_time: 1.3383129835, propagate_forward_time: 57.9519996643, propagate_backward_time: 94.0368957520, weight_update_time: 0.1669105887, other_time: 2.6398925781
epoch time: 12.4587697983s, input_fired_time: 0.1804080158, output_fired_time: 0.0000000000, propagate_forward_time: 11.7314414978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469198227
validation[          , genome  6481] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       700.80920, best error:       700.80920 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 157.6781921387s, input_fired_time: 1.6224565506, output_fired_time: 1.3415727615, propagate_forward_time: 57.9321289062, propagate_backward_time: 94.0817184448, weight_update_time: 0.1664462537, other_time: 2.7003250122
epoch time: 12.0482044220s, input_fired_time: 0.1772335470, output_fired_time: 0.0000000000, propagate_forward_time: 11.4244222641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465484619
validation[          , genome  6481] predictions:    9785/  10000 (97.85%), best:    9775/10000 (97.75%), error:       773.37573, best error:       700.80920 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 154.6513824463s, input_fired_time: 1.5802960396, output_fired_time: 1.2816181183, propagate_forward_time: 57.2711639404, propagate_backward_time: 92.0269241333, weight_update_time: 0.1601876020, other_time: 2.4913864136
epoch time: 11.9960956573s, input_fired_time: 0.1767411083, output_fired_time: 0.0000000000, propagate_forward_time: 11.3741073608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452476501
validation[          , genome  6481] predictions:    9764/  10000 (97.64%), best:    9775/10000 (97.75%), error:       803.97766, best error:       700.80920 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 154.7453460693s, input_fired_time: 1.5870430470, output_fired_time: 1.3139194250, propagate_forward_time: 57.1872711182, propagate_backward_time: 92.1471481323, weight_update_time: 0.1610940099, other_time: 2.5099716187
epoch time: 12.0044784546s, input_fired_time: 0.1775292158, output_fired_time: 0.0000000000, propagate_forward_time: 11.3749475479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520015717
validation[          , genome  6481] predictions:    9774/  10000 (97.74%), best:    9775/10000 (97.75%), error:       748.06696, best error:       700.80920 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 157.5926818848s, input_fired_time: 1.6219419241, output_fired_time: 1.3558317423, propagate_forward_time: 57.7235298157, propagate_backward_time: 94.1588211060, weight_update_time: 0.1668396890, other_time: 2.7325515747
epoch time: 12.0432424545s, input_fired_time: 0.1772300303, output_fired_time: 0.0000000000, propagate_forward_time: 11.4107837677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552288055
validation[          , genome  6481] predictions:    9724/  10000 (97.24%), best:    9775/10000 (97.75%), error:       967.05811, best error:       700.80920 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 156.0661010742s, input_fired_time: 1.5919409990, output_fired_time: 1.3020823002, propagate_forward_time: 57.6841583252, propagate_backward_time: 92.9847564697, weight_update_time: 0.1614938974, other_time: 2.5031738281
epoch time: 12.0677185059s, input_fired_time: 0.1786667854, output_fired_time: 0.0000000000, propagate_forward_time: 11.4365148544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525365829
validation[          , genome  6481] predictions:    9761/  10000 (97.61%), best:    9775/10000 (97.75%), error:       817.87775, best error:       700.80920 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 156.0567474365s, input_fired_time: 1.6407871246, output_fired_time: 1.3115170002, propagate_forward_time: 57.7576675415, propagate_backward_time: 92.8479537964, weight_update_time: 0.1617930382, other_time: 2.4988098145
epoch time: 12.0560188293s, input_fired_time: 0.1782401800, output_fired_time: 0.0000000000, propagate_forward_time: 11.4307470322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470319748
validation[          , genome  6481] predictions:    9780/  10000 (97.80%), best:    9775/10000 (97.75%), error:       754.88873, best error:       700.80920 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 158.1346740723s, input_fired_time: 1.6201624870, output_fired_time: 1.3435910940, propagate_forward_time: 57.8746528625, propagate_backward_time: 94.6202392578, weight_update_time: 0.1659546494, other_time: 2.6760253906
epoch time: 12.0535221100s, input_fired_time: 0.1800302267, output_fired_time: 0.0000000000, propagate_forward_time: 11.4271602631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463319778
validation[          , genome  6481] predictions:    9786/  10000 (97.86%), best:    9775/10000 (97.75%), error:       728.56152, best error:       700.80920 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 157.5077972412s, input_fired_time: 1.6255720854, output_fired_time: 1.3470805883, propagate_forward_time: 57.7931480408, propagate_backward_time: 94.0792160034, weight_update_time: 0.1659552157, other_time: 2.6627883911
epoch time: 12.3466053009s, input_fired_time: 0.1807075590, output_fired_time: 0.0000000000, propagate_forward_time: 11.6510620117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148353577
validation[          , genome  6481] predictions:    9789/  10000 (97.89%), best:    9775/10000 (97.75%), error:       730.58118, best error:       700.80920 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 155.9545135498s, input_fired_time: 1.6119329929, output_fired_time: 1.3096495867, propagate_forward_time: 57.6334533691, propagate_backward_time: 92.8744354248, weight_update_time: 0.1612750888, other_time: 2.5250396729
epoch time: 12.0579156876s, input_fired_time: 0.1795904785, output_fired_time: 0.0000000000, propagate_forward_time: 11.4303512573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479742050
validation[          , genome  6481] predictions:    9753/  10000 (97.53%), best:    9775/10000 (97.75%), error:       819.72107, best error:       700.80920 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 155.0877075195s, input_fired_time: 1.6028698683, output_fired_time: 1.2972059250, propagate_forward_time: 57.3558044434, propagate_backward_time: 92.3279953003, weight_update_time: 0.1618672460, other_time: 2.5038223267
epoch time: 12.0427751541s, input_fired_time: 0.1816811115, output_fired_time: 0.0000000000, propagate_forward_time: 11.4121122360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489822388
validation[          , genome  6481] predictions:    9762/  10000 (97.62%), best:    9775/10000 (97.75%), error:       803.95947, best error:       700.80920 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 156.7281341553s, input_fired_time: 1.6102836132, output_fired_time: 1.3286404610, propagate_forward_time: 57.7715568542, propagate_backward_time: 93.4150543213, weight_update_time: 0.1645713747, other_time: 2.6025848389
epoch time: 12.1666631699s, input_fired_time: 0.1786382943, output_fired_time: 0.0000000000, propagate_forward_time: 11.5403709412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476537704
validation[          , genome  6481] predictions:    9776/  10000 (97.76%), best:    9775/10000 (97.75%), error:       758.16241, best error:       700.80920 on epoch:    30, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 156.2005462646s, input_fired_time: 1.6104668379, output_fired_time: 1.3255326748, propagate_forward_time: 57.7586631775, propagate_backward_time: 93.0016250610, weight_update_time: 0.1619863659, other_time: 2.5042495728
epoch time: 12.0506801605s, input_fired_time: 0.1790429205, output_fired_time: 0.0000000000, propagate_forward_time: 11.4248294830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468078613
validation[          , genome  6481] predictions:    9778/  10000 (97.78%), best:    9775/10000 (97.75%), error:       768.28961, best error:       700.80920 on epoch:    30, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 154.8295440674s, input_fired_time: 1.6046465635, output_fired_time: 1.2974064350, propagate_forward_time: 57.1536865234, propagate_backward_time: 92.2787475586, weight_update_time: 0.1618491858, other_time: 2.4950561523
epoch time: 12.0597829819s, input_fired_time: 0.1812494248, output_fired_time: 0.0000000000, propagate_forward_time: 11.4322519302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462814331
validation[          , genome  6481] predictions:    9765/  10000 (97.65%), best:    9775/10000 (97.75%), error:       833.68317, best error:       700.80920 on epoch:    30, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 155.4400177002s, input_fired_time: 1.6051659584, output_fired_time: 1.2963160276, propagate_forward_time: 57.3709678650, propagate_backward_time: 92.6643753052, weight_update_time: 0.1728511304, other_time: 2.5031967163
epoch time: 12.0560045242s, input_fired_time: 0.1784123331, output_fired_time: 0.0000000000, propagate_forward_time: 11.4262905121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513015747
validation[          , genome  6481] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       687.98895, best error:       687.98895 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 155.0140228271s, input_fired_time: 1.6128365993, output_fired_time: 1.2921447754, propagate_forward_time: 57.2369728088, propagate_backward_time: 92.3706970215, weight_update_time: 0.1642165184, other_time: 2.5013732910
epoch time: 12.0613937378s, input_fired_time: 0.1809047461, output_fired_time: 0.0000000000, propagate_forward_time: 11.4318389893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486503601
validation[          , genome  6481] predictions:    9768/  10000 (97.68%), best:    9785/10000 (97.85%), error:       795.48450, best error:       687.98895 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 156.8997497559s, input_fired_time: 1.6141554117, output_fired_time: 1.3281166553, propagate_forward_time: 58.1573104858, propagate_backward_time: 93.2537765503, weight_update_time: 0.1662003845, other_time: 2.5464019775
epoch time: 12.4397935867s, input_fired_time: 0.1827670187, output_fired_time: 0.0000000000, propagate_forward_time: 11.8055496216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514770508
validation[          , genome  6481] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       747.83691, best error:       687.98895 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 154.7856597900s, input_fired_time: 1.6236965656, output_fired_time: 1.2942969799, propagate_forward_time: 57.1976280212, propagate_backward_time: 92.1733169556, weight_update_time: 0.1611742526, other_time: 2.4967117310
epoch time: 12.0520009995s, input_fired_time: 0.1816006452, output_fired_time: 0.0000000000, propagate_forward_time: 11.4227361679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476642609
validation[          , genome  6481] predictions:    9754/  10000 (97.54%), best:    9785/10000 (97.85%), error:       817.49823, best error:       687.98895 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 154.8770904541s, input_fired_time: 1.6145291328, output_fired_time: 1.2994987965, propagate_forward_time: 57.2426643372, propagate_backward_time: 92.2248687744, weight_update_time: 0.1615879834, other_time: 2.4955291748
epoch time: 12.3287878036s, input_fired_time: 0.1926143765, output_fired_time: 0.0000000000, propagate_forward_time: 11.6858139038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503593445
validation[          , genome  6481] predictions:    9721/  10000 (97.21%), best:    9785/10000 (97.85%), error:       897.94208, best error:       687.98895 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 156.1295166016s, input_fired_time: 1.6312110424, output_fired_time: 1.2983340025, propagate_forward_time: 57.6784667969, propagate_backward_time: 93.0057373047, weight_update_time: 0.1617643684, other_time: 2.5157623291
epoch time: 12.0723562241s, input_fired_time: 0.1824329942, output_fired_time: 0.0000000000, propagate_forward_time: 11.4401826859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497404099
validation[          , genome  6481] predictions:    9755/  10000 (97.55%), best:    9785/10000 (97.85%), error:       854.37769, best error:       687.98895 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 155.7449951172s, input_fired_time: 1.6152931452, output_fired_time: 1.3126852512, propagate_forward_time: 57.3644218445, propagate_backward_time: 92.8788757324, weight_update_time: 0.1630567312, other_time: 2.5737152100
epoch time: 12.3633890152s, input_fired_time: 0.1854393035, output_fired_time: 0.0000000000, propagate_forward_time: 11.6292619705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486879349
validation[          , genome  6481] predictions:    9782/  10000 (97.82%), best:    9785/10000 (97.85%), error:       745.02179, best error:       687.98895 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 158.0416259766s, input_fired_time: 1.6350870132, output_fired_time: 1.3394181728, propagate_forward_time: 58.0644874573, propagate_backward_time: 94.3435821533, weight_update_time: 0.1662822962, other_time: 2.6590576172
epoch time: 12.2265462875s, input_fired_time: 0.1818470955, output_fired_time: 0.0000000000, propagate_forward_time: 11.5921316147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525671005
validation[          , genome  6481] predictions:    9792/  10000 (97.92%), best:    9785/10000 (97.85%), error:       688.75574, best error:       687.98895 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 155.3389892578s, input_fired_time: 1.6109548807, output_fired_time: 1.2934300900, propagate_forward_time: 57.4236373901, propagate_backward_time: 92.5116500854, weight_update_time: 0.1619830579, other_time: 2.4993133545
epoch time: 12.3189373016s, input_fired_time: 0.1827297509, output_fired_time: 0.0000000000, propagate_forward_time: 11.6875820160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486255646
validation[          , genome  6481] predictions:    9761/  10000 (97.61%), best:    9785/10000 (97.85%), error:       790.36578, best error:       687.98895 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 155.1279754639s, input_fired_time: 1.6071865559, output_fired_time: 1.2952127457, propagate_forward_time: 57.3623504639, propagate_backward_time: 92.3336181641, weight_update_time: 0.1855710745, other_time: 2.5296020508
epoch time: 12.0469331741s, input_fired_time: 0.1810176969, output_fired_time: 0.0000000000, propagate_forward_time: 11.4168853760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490299225
validation[          , genome  6481] predictions:    9793/  10000 (97.93%), best:    9785/10000 (97.85%), error:       699.59247, best error:       687.98895 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 155.7325134277s, input_fired_time: 1.6109764576, output_fired_time: 1.3245306015, propagate_forward_time: 57.6027717590, propagate_backward_time: 92.6351165771, weight_update_time: 0.1618400067, other_time: 2.5591278076
epoch time: 12.0346908569s, input_fired_time: 0.1817088127, output_fired_time: 0.0000000000, propagate_forward_time: 11.4058151245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471664429
validation[          , genome  6481] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       671.70721, best error:       671.70721 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 154.1645812988s, input_fired_time: 1.6102342606, output_fired_time: 1.2963696718, propagate_forward_time: 56.9169998169, propagate_backward_time: 91.8546981812, weight_update_time: 0.1610959768, other_time: 2.4862823486
epoch time: 12.0111160278s, input_fired_time: 0.1824605763, output_fired_time: 0.0000000000, propagate_forward_time: 11.3822259903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464292526
validation[          , genome  6481] predictions:    9755/  10000 (97.55%), best:    9790/10000 (97.90%), error:       811.13416, best error:       671.70721 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 156.5425567627s, input_fired_time: 1.6232521534, output_fired_time: 1.3182718754, propagate_forward_time: 57.6551818848, propagate_backward_time: 93.3844757080, weight_update_time: 0.1629264355, other_time: 2.5613861084
epoch time: 12.1771631241s, input_fired_time: 0.1828594655, output_fired_time: 0.0000000000, propagate_forward_time: 11.5464849472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478187561
validation[          , genome  6481] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       758.91669, best error:       671.70721 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 155.9090728760s, input_fired_time: 1.6276170015, output_fired_time: 1.2995026112, propagate_forward_time: 57.6994705200, propagate_backward_time: 92.7893066406, weight_update_time: 0.1632997096, other_time: 2.4931716919
epoch time: 12.3075180054s, input_fired_time: 0.1842776090, output_fired_time: 0.0000000000, propagate_forward_time: 11.6766796112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4465608597
validation[          , genome  6481] predictions:    9757/  10000 (97.57%), best:    9790/10000 (97.90%), error:       777.86572, best error:       671.70721 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 155.9787597656s, input_fired_time: 1.6297506094, output_fired_time: 1.2925690413, propagate_forward_time: 57.7838516235, propagate_backward_time: 92.7768936157, weight_update_time: 0.1628441960, other_time: 2.4956970215
epoch time: 12.1734828949s, input_fired_time: 0.1830658615, output_fired_time: 0.0000000000, propagate_forward_time: 11.5437803268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466371536
validation[          , genome  6481] predictions:    9785/  10000 (97.85%), best:    9790/10000 (97.90%), error:       730.23761, best error:       671.70721 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 156.1732025146s, input_fired_time: 1.6261086464, output_fired_time: 1.2977955341, propagate_forward_time: 57.7807006836, propagate_backward_time: 92.9732742310, weight_update_time: 0.1630739570, other_time: 2.4953231812
epoch time: 12.1785449982s, input_fired_time: 0.1816417128, output_fired_time: 0.0000000000, propagate_forward_time: 11.5496044159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472990036
validation[          , genome  6481] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       743.98981, best error:       671.70721 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 156.0766754150s, input_fired_time: 1.6285427809, output_fired_time: 1.2977420092, propagate_forward_time: 57.7933616638, propagate_backward_time: 92.8640823364, weight_update_time: 0.1627758145, other_time: 2.4929428101
epoch time: 12.1811914444s, input_fired_time: 0.1839850247, output_fired_time: 0.0000000000, propagate_forward_time: 11.5492134094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479932785
validation[          , genome  6481] predictions:    9781/  10000 (97.81%), best:    9790/10000 (97.90%), error:       744.72003, best error:       671.70721 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 156.0781097412s, input_fired_time: 1.6304699183, output_fired_time: 1.2968356609, propagate_forward_time: 57.7881355286, propagate_backward_time: 92.8691177368, weight_update_time: 0.1629871130, other_time: 2.4935684204
epoch time: 12.1815929413s, input_fired_time: 0.1836665571, output_fired_time: 0.0000000000, propagate_forward_time: 11.5481624603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497642517
validation[          , genome  6481] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       731.46240, best error:       671.70721 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 156.0889129639s, input_fired_time: 1.6318784952, output_fired_time: 1.2984051704, propagate_forward_time: 57.8019828796, propagate_backward_time: 92.8534088135, weight_update_time: 0.1633855700, other_time: 2.5032348633
epoch time: 12.1830291748s, input_fired_time: 0.1860237122, output_fired_time: 0.0000000000, propagate_forward_time: 11.5477685928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492368698
validation[          , genome  6481] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       717.82666, best error:       671.70721 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 158.0377044678s, input_fired_time: 1.6539273262, output_fired_time: 1.3484421968, propagate_forward_time: 58.0300254822, propagate_backward_time: 94.3359375000, weight_update_time: 0.1674429923, other_time: 2.6693572998
epoch time: 12.1227083206s, input_fired_time: 0.1834373921, output_fired_time: 0.0000000000, propagate_forward_time: 11.4918317795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474391937
validation[          , genome  6481] predictions:    9710/  10000 (97.10%), best:    9790/10000 (97.90%), error:       967.08331, best error:       671.70721 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 156.4400329590s, input_fired_time: 1.6363894939, output_fired_time: 1.3149042130, propagate_forward_time: 57.7165489197, propagate_backward_time: 93.2023391724, weight_update_time: 0.1655036360, other_time: 2.5698471069
epoch time: 12.0605993271s, input_fired_time: 0.1845235676, output_fired_time: 0.0000000000, propagate_forward_time: 11.4292583466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468173981
validation[          , genome  6481] predictions:    9779/  10000 (97.79%), best:    9790/10000 (97.90%), error:       715.75488, best error:       671.70721 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 155.1829223633s, input_fired_time: 1.6239192486, output_fired_time: 1.2942737341, propagate_forward_time: 57.4316596985, propagate_backward_time: 92.3389739990, weight_update_time: 0.1616874337, other_time: 2.4940948486
epoch time: 12.0133733749s, input_fired_time: 0.1848759651, output_fired_time: 0.0000000000, propagate_forward_time: 11.3835763931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449205399
validation[          , genome  6481] predictions:    9782/  10000 (97.82%), best:    9790/10000 (97.90%), error:       705.29907, best error:       671.70721 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 154.9867248535s, input_fired_time: 1.6249886751, output_fired_time: 1.2973774672, propagate_forward_time: 57.2834854126, propagate_backward_time: 92.2755813599, weight_update_time: 0.1616287977, other_time: 2.5052947998
epoch time: 12.6277046204s, input_fired_time: 0.1867488623, output_fired_time: 0.0000000000, propagate_forward_time: 11.8777208328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5632352829
validation[          , genome  6481] predictions:    9698/  10000 (96.98%), best:    9790/10000 (97.90%), error:       978.72711, best error:       671.70721 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 160.3268585205s, input_fired_time: 1.6917394400, output_fired_time: 1.4224989414, propagate_forward_time: 58.2220268250, propagate_backward_time: 96.0689392090, weight_update_time: 0.1725371629, other_time: 2.9216461182
epoch time: 12.4170885086s, input_fired_time: 0.2018988431, output_fired_time: 0.0000000000, propagate_forward_time: 11.7537155151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614744186
validation[          , genome  6481] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       698.26239, best error:       671.70721 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 156.3067321777s, input_fired_time: 1.6593686342, output_fired_time: 1.3395998478, propagate_forward_time: 57.4193649292, propagate_backward_time: 93.2835311890, weight_update_time: 0.1637232453, other_time: 2.6048736572
epoch time: 12.5152101517s, input_fired_time: 0.1868272871, output_fired_time: 0.0000000000, propagate_forward_time: 11.8625888824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657936096
validation[          , genome  6481] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       768.26617, best error:       671.70721 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 156.8811187744s, input_fired_time: 1.6412779093, output_fired_time: 1.3270950317, propagate_forward_time: 57.8698272705, propagate_backward_time: 93.4369354248, weight_update_time: 0.1647657603, other_time: 2.6059875488
epoch time: 12.0507783890s, input_fired_time: 0.1851057112, output_fired_time: 0.0000000000, propagate_forward_time: 11.4176874161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479856491
validation[          , genome  6481] predictions:    9740/  10000 (97.40%), best:    9790/10000 (97.90%), error:       848.40002, best error:       671.70721 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 154.4819641113s, input_fired_time: 1.6236072779, output_fired_time: 1.2897831202, propagate_forward_time: 57.1326713562, propagate_backward_time: 91.9449081421, weight_update_time: 0.1613597125, other_time: 2.4909896851
epoch time: 12.0472860336s, input_fired_time: 0.1843264550, output_fired_time: 0.0000000000, propagate_forward_time: 11.4167757034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461841583
validation[          , genome  6481] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       831.98309, best error:       671.70721 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 155.8082885742s, input_fired_time: 1.6204303503, output_fired_time: 1.2912476063, propagate_forward_time: 57.6864280701, propagate_backward_time: 92.6642303467, weight_update_time: 0.1848492026, other_time: 2.5459442139
epoch time: 12.0925397873s, input_fired_time: 0.1841753423, output_fired_time: 0.0000000000, propagate_forward_time: 11.4603977203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479665756
validation[          , genome  6481] predictions:    9786/  10000 (97.86%), best:    9790/10000 (97.90%), error:       677.80762, best error:       671.70721 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 154.7809600830s, input_fired_time: 1.6253827810, output_fired_time: 1.2887412310, propagate_forward_time: 57.3060569763, propagate_backward_time: 92.0653076172, weight_update_time: 0.1612237394, other_time: 2.4954681396
epoch time: 12.0713729858s, input_fired_time: 0.1867170185, output_fired_time: 0.0000000000, propagate_forward_time: 11.4358825684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487733841
validation[          , genome  6481] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       766.87903, best error:       671.70721 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 155.6044769287s, input_fired_time: 1.6339633465, output_fired_time: 1.2950396538, propagate_forward_time: 57.5534400940, propagate_backward_time: 92.6252059937, weight_update_time: 0.1625073403, other_time: 2.4968338013
epoch time: 12.1747159958s, input_fired_time: 0.1859921813, output_fired_time: 0.0000000000, propagate_forward_time: 11.5397872925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489364624
validation[          , genome  6481] predictions:    9756/  10000 (97.56%), best:    9790/10000 (97.90%), error:       802.80750, best error:       671.70721 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 156.0435485840s, input_fired_time: 1.6384441853, output_fired_time: 1.2949987650, propagate_forward_time: 57.7296180725, propagate_backward_time: 92.8894882202, weight_update_time: 0.1625043750, other_time: 2.4910049438
epoch time: 12.1787872314s, input_fired_time: 0.1854474545, output_fired_time: 0.0000000000, propagate_forward_time: 11.5452184677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481210709
validation[          , genome  6481] predictions:    9784/  10000 (97.84%), best:    9790/10000 (97.90%), error:       722.98108, best error:       671.70721 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 156.1327667236s, input_fired_time: 1.6429815292, output_fired_time: 1.2981309891, propagate_forward_time: 57.8176956177, propagate_backward_time: 92.8739318848, weight_update_time: 0.1638338417, other_time: 2.5000381470
epoch time: 12.1901292801s, input_fired_time: 0.1848550886, output_fired_time: 0.0000000000, propagate_forward_time: 11.5566568375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4486169815
validation[          , genome  6481] predictions:    9747/  10000 (97.47%), best:    9790/10000 (97.90%), error:       785.92841, best error:       671.70721 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 156.0384826660s, input_fired_time: 1.6444213390, output_fired_time: 1.3015037775, propagate_forward_time: 57.7378501892, propagate_backward_time: 92.8554916382, weight_update_time: 0.1636763364, other_time: 2.4992141724
epoch time: 12.1075258255s, input_fired_time: 0.1862369031, output_fired_time: 0.0000000000, propagate_forward_time: 11.4740447998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472436905
validation[          , genome  6481] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       727.67334, best error:       671.70721 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 155.5584869385s, input_fired_time: 1.6372313499, output_fired_time: 1.2957040071, propagate_forward_time: 57.5193824768, propagate_backward_time: 92.5688018799, weight_update_time: 0.1622354090, other_time: 2.5373687744
epoch time: 12.1821231842s, input_fired_time: 0.1872116774, output_fired_time: 0.0000000000, propagate_forward_time: 11.5460042953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489068985
validation[          , genome  6481] predictions:    9747/  10000 (97.47%), best:    9790/10000 (97.90%), error:       841.85706, best error:       671.70721 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 155.0005950928s, input_fired_time: 1.6395667791, output_fired_time: 1.2982645035, propagate_forward_time: 57.3051414490, propagate_backward_time: 92.2561569214, weight_update_time: 0.1626052707, other_time: 2.5014572144
epoch time: 12.0608301163s, input_fired_time: 0.1878132820, output_fired_time: 0.0000000000, propagate_forward_time: 11.4265270233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464893341
validation[          , genome  6481] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       721.86505, best error:       671.70721 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 155.6494445801s, input_fired_time: 1.6452039480, output_fired_time: 1.2970575094, propagate_forward_time: 57.5934371948, propagate_backward_time: 92.6064376831, weight_update_time: 0.1631696075, other_time: 2.5073089600
epoch time: 12.1734533310s, input_fired_time: 0.1867367625, output_fired_time: 0.0000000000, propagate_forward_time: 11.5360202789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506959915
validation[          , genome  6481] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       768.26337, best error:       671.70721 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 157.0492248535s, input_fired_time: 1.6513037682, output_fired_time: 1.3167761564, propagate_forward_time: 57.9562950134, propagate_backward_time: 93.5475616455, weight_update_time: 0.1652605683, other_time: 2.5772857666
epoch time: 12.4647397995s, input_fired_time: 0.1807331890, output_fired_time: 0.0000000000, propagate_forward_time: 11.7407712936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432357788
validation[          , genome  6481] predictions:    9626/  10000 (96.26%), best:    9790/10000 (97.90%), error:      1231.41455, best error:       671.70721 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 158.6368408203s, input_fired_time: 1.6357922554, output_fired_time: 1.3607567549, propagate_forward_time: 58.0764808655, propagate_backward_time: 94.8563995361, weight_update_time: 0.1689392328, other_time: 2.7074127197
epoch time: 12.1456184387s, input_fired_time: 0.1791035235, output_fired_time: 0.0000000000, propagate_forward_time: 11.5180301666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484844208
validation[          , genome  6481] predictions:    9736/  10000 (97.36%), best:    9790/10000 (97.90%), error:       871.37958, best error:       671.70721 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 155.8947601318s, input_fired_time: 1.6086059809, output_fired_time: 1.2976765633, propagate_forward_time: 57.6526222229, propagate_backward_time: 92.8359451294, weight_update_time: 0.1633855850, other_time: 2.4999008179
epoch time: 12.1558675766s, input_fired_time: 0.1805799752, output_fired_time: 0.0000000000, propagate_forward_time: 11.5246725082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506149292
validation[          , genome  6481] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       782.94055, best error:       671.70721 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 155.6935882568s, input_fired_time: 1.6100608110, output_fired_time: 1.2970397472, propagate_forward_time: 57.5742492676, propagate_backward_time: 92.7141799927, weight_update_time: 0.1624377817, other_time: 2.4980545044
epoch time: 12.0824966431s, input_fired_time: 0.1804438382, output_fired_time: 0.0000000000, propagate_forward_time: 11.4531297684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489231110
validation[          , genome  6481] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       886.13409, best error:       671.70721 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 155.2165069580s, input_fired_time: 1.6037014723, output_fired_time: 1.3084489107, propagate_forward_time: 57.2783584595, propagate_backward_time: 92.5280303955, weight_update_time: 0.1618866622, other_time: 2.4979629517
epoch time: 12.0510082245s, input_fired_time: 0.1797990352, output_fired_time: 0.0000000000, propagate_forward_time: 11.4260635376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451456070
validation[          , genome  6481] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       739.61365, best error:       671.70721 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 154.6515045166s, input_fired_time: 1.6029945612, output_fired_time: 1.2913379669, propagate_forward_time: 57.1977996826, propagate_backward_time: 92.0685119629, weight_update_time: 0.1611624956, other_time: 2.4908599854
epoch time: 12.1579999924s, input_fired_time: 0.1812624782, output_fired_time: 0.0000000000, propagate_forward_time: 11.5242271423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4525108337
validation[          , genome  6481] predictions:    9749/  10000 (97.49%), best:    9790/10000 (97.90%), error:       816.39282, best error:       671.70721 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 155.1768493652s, input_fired_time: 1.5994832516, output_fired_time: 1.2799855471, propagate_forward_time: 57.5337791443, propagate_backward_time: 92.2604598999, weight_update_time: 0.1612215787, other_time: 2.5031356812
epoch time: 12.1646614075s, input_fired_time: 0.1808470935, output_fired_time: 0.0000000000, propagate_forward_time: 11.5370225906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467916489
validation[          , genome  6481] predictions:    9660/  10000 (96.60%), best:    9790/10000 (97.90%), error:      1167.54138, best error:       671.70721 on epoch:    54, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 154.8588867188s, input_fired_time: 1.5992419720, output_fired_time: 1.2820687294, propagate_forward_time: 57.3907394409, propagate_backward_time: 92.0736541748, weight_update_time: 0.1614420116, other_time: 2.5131759644
epoch time: 12.1171998978s, input_fired_time: 0.1817483008, output_fired_time: 0.0000000000, propagate_forward_time: 11.4872894287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481620789
validation[          , genome  6481] predictions:    9724/  10000 (97.24%), best:    9790/10000 (97.90%), error:       895.10413, best error:       671.70721 on epoch:    54, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 156.1095275879s, input_fired_time: 1.6195510626, output_fired_time: 1.3022925854, propagate_forward_time: 57.7298622131, propagate_backward_time: 92.9570846558, weight_update_time: 0.1636935622, other_time: 2.5007400513
epoch time: 12.1781015396s, input_fired_time: 0.1809444129, output_fired_time: 0.0000000000, propagate_forward_time: 11.5489492416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4482078552
validation[          , genome  6481] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       769.68903, best error:       671.70721 on epoch:    54, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 156.1035156250s, input_fired_time: 1.6182135344, output_fired_time: 1.2965244055, propagate_forward_time: 57.7862281799, propagate_backward_time: 92.8981170654, weight_update_time: 0.1636587381, other_time: 2.5044403076
epoch time: 12.2103147507s, input_fired_time: 0.1812583357, output_fired_time: 0.0000000000, propagate_forward_time: 11.5810022354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480543137
validation[          , genome  6481] predictions:    9758/  10000 (97.58%), best:    9790/10000 (97.90%), error:       812.79041, best error:       671.70721 on epoch:    54, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 156.0651550293s, input_fired_time: 1.6207460165, output_fired_time: 1.3029199839, propagate_forward_time: 57.6637611389, propagate_backward_time: 92.9795227051, weight_update_time: 0.1637618095, other_time: 2.4982147217
epoch time: 12.1348848343s, input_fired_time: 0.1820394397, output_fired_time: 0.0000000000, propagate_forward_time: 11.5057315826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471139908
validation[          , genome  6481] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       744.79468, best error:       671.70721 on epoch:    54, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 158.5927429199s, input_fired_time: 1.6410573721, output_fired_time: 1.3645972013, propagate_forward_time: 58.0909576416, propagate_backward_time: 94.7010955811, weight_update_time: 0.1674570888, other_time: 2.7950439453
epoch time: 12.0912294388s, input_fired_time: 0.1811242998, output_fired_time: 0.0000000000, propagate_forward_time: 11.4630603790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4470443726
validation[          , genome  6481] predictions:    9736/  10000 (97.36%), best:    9790/10000 (97.90%), error:       832.89447, best error:       671.70721 on epoch:    54, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 154.5067291260s, input_fired_time: 1.6093471050, output_fired_time: 1.2910485268, propagate_forward_time: 57.1485061646, propagate_backward_time: 91.9646453857, weight_update_time: 0.1614910066, other_time: 2.4931869507
epoch time: 12.5661125183s, input_fired_time: 0.1912410557, output_fired_time: 0.0000000000, propagate_forward_time: 11.9060029984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688682556
validation[          , genome  6481] predictions:    9722/  10000 (97.22%), best:    9790/10000 (97.90%), error:       887.94867, best error:       671.70721 on epoch:    54, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 155.2112884521s, input_fired_time: 1.6254879236, output_fired_time: 1.2876733541, propagate_forward_time: 57.4933319092, propagate_backward_time: 92.3030548096, weight_update_time: 0.1616568565, other_time: 2.5017395020
epoch time: 12.0509538651s, input_fired_time: 0.1830389947, output_fired_time: 0.0000000000, propagate_forward_time: 11.4187688828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491462708
validation[          , genome  6481] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       853.34393, best error:       671.70721 on epoch:    54, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 154.4611206055s, input_fired_time: 1.6106281281, output_fired_time: 1.2956961393, propagate_forward_time: 57.0467071533, propagate_backward_time: 92.0130386353, weight_update_time: 0.1617020965, other_time: 2.4950485229
epoch time: 12.3465032578s, input_fired_time: 0.1865884066, output_fired_time: 0.0000000000, propagate_forward_time: 11.6669406891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929742813
validation[          , genome  6481] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       732.67902, best error:       671.70721 on epoch:    54, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 155.3059539795s, input_fired_time: 1.6132448912, output_fired_time: 1.2978892326, propagate_forward_time: 57.3539733887, propagate_backward_time: 92.5192489624, weight_update_time: 0.1620087773, other_time: 2.5215988159
epoch time: 12.0791950226s, input_fired_time: 0.1834016144, output_fired_time: 0.0000000000, propagate_forward_time: 11.4460000992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497928619
validation[          , genome  6481] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       727.01288, best error:       671.70721 on epoch:    54, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 156.0628509521s, input_fired_time: 1.6347867250, output_fired_time: 1.3147083521, propagate_forward_time: 57.6590843201, propagate_backward_time: 92.9282455444, weight_update_time: 0.1627480388, other_time: 2.5260238647
epoch time: 12.0577926636s, input_fired_time: 0.1822382361, output_fired_time: 0.0000000000, propagate_forward_time: 11.4226741791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528799057
validation[          , genome  6481] predictions:    9748/  10000 (97.48%), best:    9790/10000 (97.90%), error:       826.52289, best error:       671.70721 on epoch:    54, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 157.0219726562s, input_fired_time: 1.6427843571, output_fired_time: 1.3266109228, propagate_forward_time: 57.6354789734, propagate_backward_time: 93.7240371704, weight_update_time: 0.1754322946, other_time: 2.6930465698
epoch time: 12.0591669083s, input_fired_time: 0.1827811003, output_fired_time: 0.0000000000, propagate_forward_time: 11.4273738861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490118027
validation[          , genome  6481] predictions:    9779/  10000 (97.79%), best:    9790/10000 (97.90%), error:       723.00403, best error:       671.70721 on epoch:    54, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 155.8311309814s, input_fired_time: 1.6503549814, output_fired_time: 1.2987929583, propagate_forward_time: 57.5614318848, propagate_backward_time: 92.8056411743, weight_update_time: 0.1624951363, other_time: 2.5149002075
epoch time: 12.1812429428s, input_fired_time: 0.1844918579, output_fired_time: 0.0000000000, propagate_forward_time: 11.5465421677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502086639
validation[          , genome  6481] predictions:    9762/  10000 (97.62%), best:    9790/10000 (97.90%), error:       781.61328, best error:       671.70721 on epoch:    54, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 157.0846862793s, input_fired_time: 1.6308792830, output_fired_time: 1.3088749647, propagate_forward_time: 57.9397468567, propagate_backward_time: 93.6507110596, weight_update_time: 0.1633910239, other_time: 2.5544891357
epoch time: 12.0160150528s, input_fired_time: 0.1820189804, output_fired_time: 0.0000000000, propagate_forward_time: 11.3848562241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491395950
validation[          , genome  6481] predictions:    9761/  10000 (97.61%), best:    9790/10000 (97.90%), error:       804.11194, best error:       671.70721 on epoch:    54, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 154.9620819092s, input_fired_time: 1.6142483950, output_fired_time: 1.2910381556, propagate_forward_time: 57.3487968445, propagate_backward_time: 92.2040176392, weight_update_time: 0.1618711650, other_time: 2.5039901733
epoch time: 12.1133756638s, input_fired_time: 0.1835189909, output_fired_time: 0.0000000000, propagate_forward_time: 11.4813709259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484853745
validation[          , genome  6481] predictions:    9765/  10000 (97.65%), best:    9790/10000 (97.90%), error:       782.22412, best error:       671.70721 on epoch:    54, 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: 60.7291221619s, input_fired_time: 0.9219999909, output_fired_time: 0.0000000000, propagate_forward_time: 57.5233612061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2837600708
best training[          , genome  6481] predictions:   49612/  50000 (99.22%), best:    9790/10000 (97.90%), error:      1444.70264, best error:       671.70721 on epoch:    54, 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: 12.0658664703s, input_fired_time: 0.1806618571, output_fired_time: 0.0000000000, propagate_forward_time: 11.4329652786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522390366
   testing[          , genome  6481] predictions:    9801/  10000 (98.01%), best:    9790/10000 (97.90%), error:       658.52576, best error:       671.70721 on epoch:    54, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:49:59 (22101): called boinc_finish(0)

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