Nameexact_genome_1512568488_45_2363_0
Workunit2583010
Created6 Dec 2017, 23:18:37 UTC
Sent6 Dec 2017, 23:19:57 UTC
Report deadline10 Dec 2017, 20:55:13 UTC
Received7 Dec 2017, 1:22:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time2 hours 2 min 4 sec
CPU time2 hours 2 min 1 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.66 MB
Peak swap size152.16 MB
Peak disk usage1.53 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0748798847, output_fired_time: 0.0000000000, propagate_forward_time: 5.0359711647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987383842
validation[          , genome  2363] predictions:    9323/  10000 (93.23%), best:    9536/10000 (95.36%), error:      2175.12183, best error:      1602.57190 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 66.0242843628s, input_fired_time: 0.5853958726, output_fired_time: 0.5340730548, propagate_forward_time: 25.1983032227, propagate_backward_time: 37.5356521606, weight_update_time: 0.1147956252, other_time: 2.1708602905
epoch time: 5.5588450432s, input_fired_time: 0.0733216181, output_fired_time: 0.0000000000, propagate_forward_time: 5.0814418793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040813446
validation[          , genome  2363] predictions:    9526/  10000 (95.26%), best:    9536/10000 (95.36%), error:      1614.84839, best error:      1602.57190 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 66.3219146729s, input_fired_time: 0.5892060399, output_fired_time: 0.5395941734, propagate_forward_time: 25.2885971069, propagate_backward_time: 37.7140312195, weight_update_time: 0.1148815081, other_time: 2.1904869080
epoch time: 5.5515394211s, input_fired_time: 0.0734407976, output_fired_time: 0.0000000000, propagate_forward_time: 5.0792593956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988389969
validation[          , genome  2363] predictions:    9531/  10000 (95.31%), best:    9536/10000 (95.36%), error:      1626.65808, best error:      1602.57190 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 66.3024063110s, input_fired_time: 0.5871873498, output_fired_time: 0.5382500887, propagate_forward_time: 25.3355903625, propagate_backward_time: 37.6778678894, weight_update_time: 0.1154555306, other_time: 2.1635055542
epoch time: 5.5525422096s, input_fired_time: 0.0746632963, output_fired_time: 0.0000000000, propagate_forward_time: 5.0849070549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929719925
validation[          , genome  2363] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1498.86792, best error:      1498.86792 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.3010177612s, input_fired_time: 0.5930188298, output_fired_time: 0.5371775031, propagate_forward_time: 25.2805233002, propagate_backward_time: 37.6589889526, weight_update_time: 0.1161193773, other_time: 2.2313079834
epoch time: 5.5108599663s, input_fired_time: 0.0751553997, output_fired_time: 0.0000000000, propagate_forward_time: 5.0332732201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024314880
validation[          , genome  2363] predictions:    9498/  10000 (94.98%), best:    9540/10000 (95.40%), error:      1638.76392, best error:      1498.86792 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 66.3424224854s, input_fired_time: 0.5828220248, output_fired_time: 0.5402786732, propagate_forward_time: 25.2815876007, propagate_backward_time: 37.7687797546, weight_update_time: 0.1147157028, other_time: 2.1689567566
epoch time: 5.5121574402s, input_fired_time: 0.0723302215, output_fired_time: 0.0000000000, propagate_forward_time: 5.0463104248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935170174
validation[          , genome  2363] predictions:    9543/  10000 (95.43%), best:    9540/10000 (95.40%), error:      1507.52039, best error:      1498.86792 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 66.5937118530s, input_fired_time: 0.5936329961, output_fired_time: 0.5413103700, propagate_forward_time: 25.3768920898, propagate_backward_time: 37.8556060791, weight_update_time: 0.1169770733, other_time: 2.2262649536
epoch time: 5.5392179489s, input_fired_time: 0.0743941814, output_fired_time: 0.0000000000, propagate_forward_time: 5.0655589104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992648125
validation[          , genome  2363] predictions:    9420/  10000 (94.20%), best:    9540/10000 (95.40%), error:      1851.06555, best error:      1498.86792 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 66.5537490845s, input_fired_time: 0.5893917084, output_fired_time: 0.5394116044, propagate_forward_time: 25.3936653137, propagate_backward_time: 37.8651657104, weight_update_time: 0.1160206273, other_time: 2.1661109924
epoch time: 5.4749302864s, input_fired_time: 0.0721110776, output_fired_time: 0.0000000000, propagate_forward_time: 5.0144052505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884139061
validation[          , genome  2363] predictions:    9354/  10000 (93.54%), best:    9540/10000 (95.40%), error:      2174.23096, best error:      1498.86792 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 66.3903045654s, input_fired_time: 0.5871971250, output_fired_time: 0.5386355519, propagate_forward_time: 25.3561115265, propagate_backward_time: 37.7452735901, weight_update_time: 0.1146524772, other_time: 2.1630897522
epoch time: 5.5211997032s, input_fired_time: 0.0735087171, output_fired_time: 0.0000000000, propagate_forward_time: 5.0551676750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925232887
validation[          , genome  2363] predictions:    9508/  10000 (95.08%), best:    9540/10000 (95.40%), error:      1599.55945, best error:      1498.86792 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 66.4912109375s, input_fired_time: 0.5995136499, output_fired_time: 0.5385904312, propagate_forward_time: 25.3193988800, propagate_backward_time: 37.7985992432, weight_update_time: 0.1162304953, other_time: 2.2351150513
epoch time: 5.5846085548s, input_fired_time: 0.0753933191, output_fired_time: 0.0000000000, propagate_forward_time: 5.1054506302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037647247
validation[          , genome  2363] predictions:    9505/  10000 (95.05%), best:    9540/10000 (95.40%), error:      1640.23877, best error:      1498.86792 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 66.3247222900s, input_fired_time: 0.5961071253, output_fired_time: 0.5366284251, propagate_forward_time: 25.3330650330, propagate_backward_time: 37.6283416748, weight_update_time: 0.1152971238, other_time: 2.2305793762
epoch time: 5.5813889503s, input_fired_time: 0.0748994946, output_fired_time: 0.0000000000, propagate_forward_time: 5.1021828651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043064117
validation[          , genome  2363] predictions:    9530/  10000 (95.30%), best:    9540/10000 (95.40%), error:      1599.14258, best error:      1498.86792 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.3608093262s, input_fired_time: 0.5839737654, output_fired_time: 0.5389175415, propagate_forward_time: 25.3187637329, propagate_backward_time: 37.7609672546, weight_update_time: 0.1146158129, other_time: 2.1581840515
epoch time: 5.5400538445s, input_fired_time: 0.0740623251, output_fired_time: 0.0000000000, propagate_forward_time: 5.0703244209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956670761
validation[          , genome  2363] predictions:    9333/  10000 (93.33%), best:    9540/10000 (95.40%), error:      2355.92407, best error:      1498.86792 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 66.4719619751s, input_fired_time: 0.5994151831, output_fired_time: 0.5392782688, propagate_forward_time: 25.3621330261, propagate_backward_time: 37.7365074158, weight_update_time: 0.1157246828, other_time: 2.2346267700
epoch time: 5.5672960281s, input_fired_time: 0.0755894110, output_fired_time: 0.0000000000, propagate_forward_time: 5.0882334709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034733772
validation[          , genome  2363] predictions:    9527/  10000 (95.27%), best:    9540/10000 (95.40%), error:      1563.83569, best error:      1498.86792 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 66.3516387939s, input_fired_time: 0.5911722779, output_fired_time: 0.5378056169, propagate_forward_time: 25.3464622498, propagate_backward_time: 37.7133178711, weight_update_time: 0.1151996702, other_time: 2.1628837585
epoch time: 5.4951338768s, input_fired_time: 0.0737654418, output_fired_time: 0.0000000000, propagate_forward_time: 5.0287308693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926377296
validation[          , genome  2363] predictions:    9554/  10000 (95.54%), best:    9554/10000 (95.54%), error:      1473.65479, best error:      1473.65479 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.8185958862s, input_fired_time: 0.5853487253, output_fired_time: 0.5318040848, propagate_forward_time: 25.0888233185, propagate_backward_time: 37.4565696716, weight_update_time: 0.1140126735, other_time: 2.1560478210
epoch time: 5.5497202873s, input_fired_time: 0.0739948601, output_fired_time: 0.0000000000, propagate_forward_time: 5.0768733025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988523483
validation[          , genome  2363] predictions:    9538/  10000 (95.38%), best:    9554/10000 (95.54%), error:      1547.15735, best error:      1473.65479 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.2141189575s, input_fired_time: 0.5997121930, output_fired_time: 0.5371925831, propagate_forward_time: 25.2189502716, propagate_backward_time: 37.6383628845, weight_update_time: 0.1153701991, other_time: 2.2199058533
epoch time: 5.5708556175s, input_fired_time: 0.0754296407, output_fired_time: 0.0000000000, propagate_forward_time: 5.0937995911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016265869
validation[          , genome  2363] predictions:    9488/  10000 (94.88%), best:    9554/10000 (95.54%), error:      1617.65247, best error:      1473.65479 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 66.7395019531s, input_fired_time: 0.5906144381, output_fired_time: 0.5444990396, propagate_forward_time: 25.4584445953, propagate_backward_time: 37.9814949036, weight_update_time: 0.1151928604, other_time: 2.1644477844
epoch time: 5.5574207306s, input_fired_time: 0.0750588849, output_fired_time: 0.0000000000, propagate_forward_time: 5.0896100998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927516937
validation[          , genome  2363] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1451.08508, best error:      1451.08508 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 66.8779830933s, input_fired_time: 0.6059244871, output_fired_time: 0.5437270999, propagate_forward_time: 25.5082149506, propagate_backward_time: 38.0107955933, weight_update_time: 0.1164585277, other_time: 2.2093200684
epoch time: 5.5477442741s, input_fired_time: 0.0741434693, output_fired_time: 0.0000000000, propagate_forward_time: 5.0803813934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932194710
validation[          , genome  2363] predictions:    9547/  10000 (95.47%), best:    9547/10000 (95.47%), error:      1453.00781, best error:      1451.08508 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 66.3962020874s, input_fired_time: 0.5891374350, output_fired_time: 0.5390253663, propagate_forward_time: 25.3371982574, propagate_backward_time: 37.7721328735, weight_update_time: 0.1140554547, other_time: 2.1587142944
epoch time: 5.5324120522s, input_fired_time: 0.0750101805, output_fired_time: 0.0000000000, propagate_forward_time: 5.0654883385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919134140
validation[          , genome  2363] predictions:    9578/  10000 (95.78%), best:    9578/10000 (95.78%), error:      1434.17078, best error:      1434.17078 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.5015029907s, input_fired_time: 0.6008635759, output_fired_time: 0.5405273438, propagate_forward_time: 25.3757629395, propagate_backward_time: 37.7711257935, weight_update_time: 0.1162246317, other_time: 2.2132263184
epoch time: 5.5470495224s, input_fired_time: 0.0750153214, output_fired_time: 0.0000000000, propagate_forward_time: 5.0767097473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953242302
validation[          , genome  2363] predictions:    9571/  10000 (95.71%), best:    9571/10000 (95.71%), error:      1415.86194, best error:      1415.86194 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 66.4010543823s, input_fired_time: 0.6012997031, output_fired_time: 0.5372375250, propagate_forward_time: 25.3274230957, propagate_backward_time: 37.7090148926, weight_update_time: 0.1170185581, other_time: 2.2260742188
epoch time: 5.5503263474s, input_fired_time: 0.0755667314, output_fired_time: 0.0000000000, propagate_forward_time: 5.0705881119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041714668
validation[          , genome  2363] predictions:    9513/  10000 (95.13%), best:    9571/10000 (95.71%), error:      1569.77734, best error:      1415.86194 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 66.5135803223s, input_fired_time: 0.5940443277, output_fired_time: 0.5395274162, propagate_forward_time: 25.3864650726, propagate_backward_time: 37.8308563232, weight_update_time: 0.1146153584, other_time: 2.1626815796
epoch time: 5.5575394630s, input_fired_time: 0.0764419809, output_fired_time: 0.0000000000, propagate_forward_time: 5.0875334740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935642242
validation[          , genome  2363] predictions:    9521/  10000 (95.21%), best:    9571/10000 (95.71%), error:      1589.74365, best error:      1415.86194 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 66.7152557373s, input_fired_time: 0.5973857045, output_fired_time: 0.5473343730, propagate_forward_time: 25.4390296936, propagate_backward_time: 37.9481620789, weight_update_time: 0.1155893356, other_time: 2.1833419800
epoch time: 5.5379185677s, input_fired_time: 0.0754582807, output_fired_time: 0.0000000000, propagate_forward_time: 5.0601153374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023451805
validation[          , genome  2363] predictions:    9567/  10000 (95.67%), best:    9571/10000 (95.71%), error:      1447.48694, best error:      1415.86194 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 66.8591613770s, input_fired_time: 0.6054075956, output_fired_time: 0.5421848893, propagate_forward_time: 25.4784202576, propagate_backward_time: 37.9969367981, weight_update_time: 0.1169301122, other_time: 2.2362136841
epoch time: 5.5842165947s, input_fired_time: 0.0769784972, output_fired_time: 0.0000000000, propagate_forward_time: 5.1034421921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037957191
validation[          , genome  2363] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1386.07739, best error:      1386.07739 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.6169815063s, input_fired_time: 0.5985763669, output_fired_time: 0.5403988361, propagate_forward_time: 25.4047183990, propagate_backward_time: 37.8716392517, weight_update_time: 0.1164465919, other_time: 2.2016487122
epoch time: 5.5837354660s, input_fired_time: 0.0769605488, output_fired_time: 0.0000000000, propagate_forward_time: 5.1023874283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043874741
validation[          , genome  2363] predictions:    9538/  10000 (95.38%), best:    9566/10000 (95.66%), error:      1520.03638, best error:      1386.07739 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 66.4697494507s, input_fired_time: 0.6014187932, output_fired_time: 0.5400373936, propagate_forward_time: 25.3076725006, propagate_backward_time: 37.8067626953, weight_update_time: 0.1162633449, other_time: 2.2138595581
epoch time: 5.5264406204s, input_fired_time: 0.0758003816, output_fired_time: 0.0000000000, propagate_forward_time: 5.0502238274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004163742
validation[          , genome  2363] predictions:    9525/  10000 (95.25%), best:    9566/10000 (95.66%), error:      1540.60779, best error:      1386.07739 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 66.6416397095s, input_fired_time: 0.5973342657, output_fired_time: 0.5410655737, propagate_forward_time: 25.4157447815, propagate_backward_time: 37.9167671204, weight_update_time: 0.1155103520, other_time: 2.1707229614
epoch time: 5.5378084183s, input_fired_time: 0.0767388493, output_fired_time: 0.0000000000, propagate_forward_time: 5.0573081970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037613869
validation[          , genome  2363] predictions:    9557/  10000 (95.57%), best:    9566/10000 (95.66%), error:      1412.14441, best error:      1386.07739 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 66.4178009033s, input_fired_time: 0.5989515781, output_fired_time: 0.5441746116, propagate_forward_time: 25.2770576477, propagate_backward_time: 37.7924957275, weight_update_time: 0.1155857816, other_time: 2.2051200867
epoch time: 5.5360202789s, input_fired_time: 0.0764774308, output_fired_time: 0.0000000000, propagate_forward_time: 5.0552363396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043064117
validation[          , genome  2363] predictions:    9551/  10000 (95.51%), best:    9566/10000 (95.66%), error:      1511.07312, best error:      1386.07739 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 66.2629394531s, input_fired_time: 0.5939503908, output_fired_time: 0.5365756154, propagate_forward_time: 25.2984142303, propagate_backward_time: 37.6764907837, weight_update_time: 0.1143228486, other_time: 2.1575088501
epoch time: 5.5272111893s, input_fired_time: 0.0756735206, output_fired_time: 0.0000000000, propagate_forward_time: 5.0590467453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924908638
validation[          , genome  2363] predictions:    9563/  10000 (95.63%), best:    9563/10000 (95.63%), error:      1381.22644, best error:      1381.22644 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 66.3795166016s, input_fired_time: 0.6021655202, output_fired_time: 0.5410400033, propagate_forward_time: 25.3049221039, propagate_backward_time: 37.6980438232, weight_update_time: 0.1154671013, other_time: 2.2333450317
epoch time: 5.5414791107s, input_fired_time: 0.0784312114, output_fired_time: 0.0000000000, propagate_forward_time: 5.0599250793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031229019
validation[          , genome  2363] predictions:    9557/  10000 (95.57%), best:    9563/10000 (95.63%), error:      1534.73987, best error:      1381.22644 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 66.2315368652s, input_fired_time: 0.6026482582, output_fired_time: 0.5356868505, propagate_forward_time: 25.2470035553, propagate_backward_time: 37.6173210144, weight_update_time: 0.1169437915, other_time: 2.2288780212
epoch time: 5.5531949997s, input_fired_time: 0.0766534060, output_fired_time: 0.0000000000, propagate_forward_time: 5.0716252327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049162865
validation[          , genome  2363] predictions:    9551/  10000 (95.51%), best:    9563/10000 (95.63%), error:      1471.26721, best error:      1381.22644 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 66.5796966553s, input_fired_time: 0.6085926294, output_fired_time: 0.5382258892, propagate_forward_time: 25.3743610382, propagate_backward_time: 37.8271827698, weight_update_time: 0.1155538782, other_time: 2.2313423157
epoch time: 5.5175776482s, input_fired_time: 0.0767678842, output_fired_time: 0.0000000000, propagate_forward_time: 5.0357680321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050416946
validation[          , genome  2363] predictions:    9375/  10000 (93.75%), best:    9563/10000 (95.63%), error:      2007.20959, best error:      1381.22644 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 66.4730834961s, input_fired_time: 0.6051611900, output_fired_time: 0.5371601582, propagate_forward_time: 25.3301773071, propagate_backward_time: 37.7784729004, weight_update_time: 0.1158042103, other_time: 2.2221069336
epoch time: 5.5696220398s, input_fired_time: 0.0778349563, output_fired_time: 0.0000000000, propagate_forward_time: 5.0887651443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030218124
validation[          , genome  2363] predictions:    9513/  10000 (95.13%), best:    9563/10000 (95.63%), error:      1619.17468, best error:      1381.22644 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 66.6965713501s, input_fired_time: 0.6069327593, output_fired_time: 0.5467247963, propagate_forward_time: 25.4107246399, propagate_backward_time: 37.9046554565, weight_update_time: 0.1153709814, other_time: 2.2275352478
epoch time: 5.5495328903s, input_fired_time: 0.0772185773, output_fired_time: 0.0000000000, propagate_forward_time: 5.0680971146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042172432
validation[          , genome  2363] predictions:    9564/  10000 (95.64%), best:    9563/10000 (95.63%), error:      1415.43970, best error:      1381.22644 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 66.6527099609s, input_fired_time: 0.6081320047, output_fired_time: 0.5424503684, propagate_forward_time: 25.3900909424, propagate_backward_time: 37.8778152466, weight_update_time: 0.1162902117, other_time: 2.2342224121
epoch time: 5.5841341019s, input_fired_time: 0.0777746886, output_fired_time: 0.0000000000, propagate_forward_time: 5.1026778221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036817551
validation[          , genome  2363] predictions:    9585/  10000 (95.85%), best:    9563/10000 (95.63%), error:      1419.21545, best error:      1381.22644 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 66.6387252808s, input_fired_time: 0.6088859439, output_fired_time: 0.5432958603, propagate_forward_time: 25.3566493988, propagate_backward_time: 37.9027976990, weight_update_time: 0.1162030771, other_time: 2.2270927429
epoch time: 5.5514707565s, input_fired_time: 0.0745821446, output_fired_time: 0.0000000000, propagate_forward_time: 5.0806384087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962502480
validation[          , genome  2363] predictions:    9511/  10000 (95.11%), best:    9563/10000 (95.63%), error:      1600.47363, best error:      1381.22644 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 66.5062332153s, input_fired_time: 0.6053268313, output_fired_time: 0.5401050448, propagate_forward_time: 25.3859329224, propagate_backward_time: 37.7751083374, weight_update_time: 0.1154867932, other_time: 2.1997604370
epoch time: 5.5535268784s, input_fired_time: 0.0758529380, output_fired_time: 0.0000000000, propagate_forward_time: 5.0806837082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969902992
validation[          , genome  2363] predictions:    9398/  10000 (93.98%), best:    9563/10000 (95.63%), error:      1928.59888, best error:      1381.22644 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 66.4705047607s, input_fired_time: 0.6036123633, output_fired_time: 0.5380099416, propagate_forward_time: 25.3733596802, propagate_backward_time: 37.7821846008, weight_update_time: 0.1160570458, other_time: 2.1733360291
epoch time: 5.5629487038s, input_fired_time: 0.0775393620, output_fired_time: 0.0000000000, propagate_forward_time: 5.0799117088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054975510
validation[          , genome  2363] predictions:    9595/  10000 (95.95%), best:    9595/10000 (95.95%), error:      1326.21313, best error:      1326.21313 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 66.9177703857s, input_fired_time: 0.6101868749, output_fired_time: 0.5439659357, propagate_forward_time: 25.4907875061, propagate_backward_time: 38.0580215454, weight_update_time: 0.1156285554, other_time: 2.2148094177
epoch time: 5.4980111122s, input_fired_time: 0.0778088793, output_fired_time: 0.0000000000, propagate_forward_time: 5.0280566216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921456337
validation[          , genome  2363] predictions:    9472/  10000 (94.72%), best:    9595/10000 (95.95%), error:      1782.40222, best error:      1326.21313 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 66.6574401855s, input_fired_time: 0.6021748781, output_fired_time: 0.5418863893, propagate_forward_time: 25.4115810394, propagate_backward_time: 37.9311866760, weight_update_time: 0.1150532290, other_time: 2.1706123352
epoch time: 5.5635633469s, input_fired_time: 0.0782001838, output_fired_time: 0.0000000000, propagate_forward_time: 5.0805788040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047842026
validation[          , genome  2363] predictions:    9582/  10000 (95.82%), best:    9595/10000 (95.95%), error:      1378.46106, best error:      1326.21313 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.5580673218s, input_fired_time: 0.6151803136, output_fired_time: 0.5388080478, propagate_forward_time: 25.3257465363, propagate_backward_time: 37.8520545959, weight_update_time: 0.1171060950, other_time: 2.2262763977
epoch time: 5.5604543686s, input_fired_time: 0.0780297071, output_fired_time: 0.0000000000, propagate_forward_time: 5.0791869164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032378197
validation[          , genome  2363] predictions:    9582/  10000 (95.82%), best:    9595/10000 (95.95%), error:      1374.87183, best error:      1326.21313 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 66.4262084961s, input_fired_time: 0.6110147834, output_fired_time: 0.5409327149, propagate_forward_time: 25.3285579681, propagate_backward_time: 37.7172660828, weight_update_time: 0.1170762181, other_time: 2.2284355164
epoch time: 5.5428581238s, input_fired_time: 0.0792125016, output_fired_time: 0.0000000000, propagate_forward_time: 5.0648012161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988442421
validation[          , genome  2363] predictions:    9596/  10000 (95.96%), best:    9595/10000 (95.95%), error:      1357.00122, best error:      1326.21313 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 66.5577468872s, input_fired_time: 0.6094172597, output_fired_time: 0.5425907373, propagate_forward_time: 25.3440494537, propagate_backward_time: 37.8365211487, weight_update_time: 0.1162821576, other_time: 2.2251701355
epoch time: 5.5465421677s, input_fired_time: 0.0772659704, output_fired_time: 0.0000000000, propagate_forward_time: 5.0676283836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016480446
validation[          , genome  2363] predictions:    9587/  10000 (95.87%), best:    9595/10000 (95.95%), error:      1339.85791, best error:      1326.21313 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 66.5808334351s, input_fired_time: 0.6024531722, output_fired_time: 0.5422524810, propagate_forward_time: 25.3778991699, propagate_backward_time: 37.8951148987, weight_update_time: 0.1150352657, other_time: 2.1631126404
epoch time: 5.5429348946s, input_fired_time: 0.0775043666, output_fired_time: 0.0000000000, propagate_forward_time: 5.0721654892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932652473
validation[          , genome  2363] predictions:    9564/  10000 (95.64%), best:    9595/10000 (95.95%), error:      1394.58777, best error:      1326.21313 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 66.4776763916s, input_fired_time: 0.6011824608, output_fired_time: 0.5381625295, propagate_forward_time: 25.3593540192, propagate_backward_time: 37.8139610291, weight_update_time: 0.1152086407, other_time: 2.1650199890
epoch time: 5.5265436172s, input_fired_time: 0.0772172362, output_fired_time: 0.0000000000, propagate_forward_time: 5.0551934242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941330910
validation[          , genome  2363] predictions:    9559/  10000 (95.59%), best:    9595/10000 (95.95%), error:      1431.32666, best error:      1326.21313 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.4031829834s, input_fired_time: 0.6003426313, output_fired_time: 0.5380518436, propagate_forward_time: 25.3458576202, propagate_backward_time: 37.7544746399, weight_update_time: 0.1146384701, other_time: 2.1644554138
epoch time: 5.5459065437s, input_fired_time: 0.0775735453, output_fired_time: 0.0000000000, propagate_forward_time: 5.0758461952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924865723
validation[          , genome  2363] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1321.38757, best error:      1321.38757 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 66.2018203735s, input_fired_time: 0.5986264348, output_fired_time: 0.5413036942, propagate_forward_time: 25.2603740692, propagate_backward_time: 37.6377258301, weight_update_time: 0.1150655821, other_time: 2.1637878418
epoch time: 5.5471186638s, input_fired_time: 0.0770669356, output_fired_time: 0.0000000000, propagate_forward_time: 5.0736713409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963804245
validation[          , genome  2363] predictions:    9560/  10000 (95.60%), best:    9599/10000 (95.99%), error:      1455.18359, best error:      1321.38757 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 66.5074462891s, input_fired_time: 0.6010217071, output_fired_time: 0.5382244587, propagate_forward_time: 25.3953189850, propagate_backward_time: 37.8199996948, weight_update_time: 0.1151185110, other_time: 2.1528854370
epoch time: 5.5478253365s, input_fired_time: 0.0776452944, output_fired_time: 0.0000000000, propagate_forward_time: 5.0730524063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971276283
validation[          , genome  2363] predictions:    9579/  10000 (95.79%), best:    9599/10000 (95.99%), error:      1420.05750, best error:      1321.38757 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 66.7522430420s, input_fired_time: 0.6143848300, output_fired_time: 0.5438256264, propagate_forward_time: 25.4142227173, propagate_backward_time: 37.9497489929, weight_update_time: 0.1167365834, other_time: 2.2300605774
epoch time: 5.5682864189s, input_fired_time: 0.0781381875, output_fired_time: 0.0000000000, propagate_forward_time: 5.0849323273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052157402
validation[          , genome  2363] predictions:    9602/  10000 (96.02%), best:    9599/10000 (95.99%), error:      1358.79224, best error:      1321.38757 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 66.3637466431s, input_fired_time: 0.6035618782, output_fired_time: 0.5412833095, propagate_forward_time: 25.3338623047, propagate_backward_time: 37.7195281982, weight_update_time: 0.1140412837, other_time: 2.1655120850
epoch time: 5.5516614914s, input_fired_time: 0.0767930895, output_fired_time: 0.0000000000, propagate_forward_time: 5.0815463066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933219910
validation[          , genome  2363] predictions:    9615/  10000 (96.15%), best:    9599/10000 (95.99%), error:      1324.24695, best error:      1321.38757 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 66.6694564819s, input_fired_time: 0.6106650233, output_fired_time: 0.5430424809, propagate_forward_time: 25.4322872162, propagate_backward_time: 37.8999176025, weight_update_time: 0.1152899191, other_time: 2.1835403442
epoch time: 5.5580062866s, input_fired_time: 0.0778959915, output_fired_time: 0.0000000000, propagate_forward_time: 5.0852494240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948607445
validation[          , genome  2363] predictions:    9593/  10000 (95.93%), best:    9599/10000 (95.99%), error:      1377.20593, best error:      1321.38757 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 66.7612762451s, input_fired_time: 0.6168009639, output_fired_time: 0.5432875156, propagate_forward_time: 25.4101676941, propagate_backward_time: 37.9552345276, weight_update_time: 0.1171953753, other_time: 2.2357864380
epoch time: 5.5688271523s, input_fired_time: 0.0781155899, output_fired_time: 0.0000000000, propagate_forward_time: 5.0857653618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049463272
validation[          , genome  2363] predictions:    9577/  10000 (95.77%), best:    9599/10000 (95.99%), error:      1390.83936, best error:      1321.38757 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.2538833618s, input_fired_time: 0.6047452688, output_fired_time: 0.5365452766, propagate_forward_time: 25.3016719818, propagate_backward_time: 37.6514816284, weight_update_time: 0.1166400760, other_time: 2.1594390869
epoch time: 5.5516200066s, input_fired_time: 0.0778097287, output_fired_time: 0.0000000000, propagate_forward_time: 5.0792388916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945713043
validation[          , genome  2363] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1284.23975, best error:      1284.23975 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 66.5074539185s, input_fired_time: 0.6112232804, output_fired_time: 0.5411318541, propagate_forward_time: 25.3442897797, propagate_backward_time: 37.8071632385, weight_update_time: 0.1158634871, other_time: 2.2036476135
epoch time: 5.5557217598s, input_fired_time: 0.0781151429, output_fired_time: 0.0000000000, propagate_forward_time: 5.0757789612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018278122
validation[          , genome  2363] predictions:    9519/  10000 (95.19%), best:    9612/10000 (96.12%), error:      1531.69263, best error:      1284.23975 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.4402236938s, input_fired_time: 0.6034134030, output_fired_time: 0.5418663621, propagate_forward_time: 25.3533744812, propagate_backward_time: 37.7781181335, weight_update_time: 0.1139914244, other_time: 2.1634445190
epoch time: 5.5387067795s, input_fired_time: 0.0774987638, output_fired_time: 0.0000000000, propagate_forward_time: 5.0674457550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3937621117
validation[          , genome  2363] predictions:    9598/  10000 (95.98%), best:    9612/10000 (96.12%), error:      1337.45154, best error:      1284.23975 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.5551605225s, input_fired_time: 0.6129163504, output_fired_time: 0.5434740186, propagate_forward_time: 25.3344593048, propagate_backward_time: 37.8501625061, weight_update_time: 0.1158024594, other_time: 2.2141532898
epoch time: 5.5621695518s, input_fired_time: 0.0780813992, output_fired_time: 0.0000000000, propagate_forward_time: 5.0820837021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020042419
validation[          , genome  2363] predictions:    9601/  10000 (96.01%), best:    9612/10000 (96.12%), error:      1307.20166, best error:      1284.23975 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 66.7429275513s, input_fired_time: 0.6066083312, output_fired_time: 0.5435160995, propagate_forward_time: 25.4507083893, propagate_backward_time: 37.9768104553, weight_update_time: 0.1150775477, other_time: 2.1652870178
epoch time: 5.5204954147s, input_fired_time: 0.0778844655, output_fired_time: 0.0000000000, propagate_forward_time: 5.0505976677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920130730
validation[          , genome  2363] predictions:    9543/  10000 (95.43%), best:    9612/10000 (96.12%), error:      1476.36072, best error:      1284.23975 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 66.2952957153s, input_fired_time: 0.6050241590, output_fired_time: 0.5367158651, propagate_forward_time: 25.3137207031, propagate_backward_time: 37.6837310791, weight_update_time: 0.1144219488, other_time: 2.1561050415
epoch time: 5.5353446007s, input_fired_time: 0.0786384121, output_fired_time: 0.0000000000, propagate_forward_time: 5.0620503426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946557045
validation[          , genome  2363] predictions:    9562/  10000 (95.62%), best:    9612/10000 (96.12%), error:      1456.13135, best error:      1284.23975 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 66.6486282349s, input_fired_time: 0.6077465415, output_fired_time: 0.5406151414, propagate_forward_time: 25.4218940735, propagate_backward_time: 37.9143638611, weight_update_time: 0.1144974902, other_time: 2.1640014648
epoch time: 5.5005402565s, input_fired_time: 0.0778562725, output_fired_time: 0.0000000000, propagate_forward_time: 5.0305962563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920879364
validation[          , genome  2363] predictions:    9591/  10000 (95.91%), best:    9612/10000 (96.12%), error:      1361.65222, best error:      1284.23975 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 66.6680984497s, input_fired_time: 0.6077810526, output_fired_time: 0.5468915105, propagate_forward_time: 25.4159259796, propagate_backward_time: 37.9264411926, weight_update_time: 0.1155422479, other_time: 2.1710624695
epoch time: 5.5245404243s, input_fired_time: 0.0774329901, output_fired_time: 0.0000000000, propagate_forward_time: 5.0525698662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945374489
validation[          , genome  2363] predictions:    9602/  10000 (96.02%), best:    9612/10000 (96.12%), error:      1348.10535, best error:      1284.23975 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 66.5181198120s, input_fired_time: 0.6053838134, output_fired_time: 0.5407129526, propagate_forward_time: 25.4084777832, propagate_backward_time: 37.7984619141, weight_update_time: 0.1158340275, other_time: 2.1650848389
epoch time: 5.5623111725s, input_fired_time: 0.0766389295, output_fired_time: 0.0000000000, propagate_forward_time: 5.0906071663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950653076
validation[          , genome  2363] predictions:    9588/  10000 (95.88%), best:    9612/10000 (96.12%), error:      1343.30591, best error:      1284.23975 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 66.3092193604s, input_fired_time: 0.6021525860, output_fired_time: 0.5396947265, propagate_forward_time: 25.3521499634, propagate_backward_time: 37.6526603699, weight_update_time: 0.1145355105, other_time: 2.1625633240
epoch time: 5.5568065643s, input_fired_time: 0.0775107220, output_fired_time: 0.0000000000, propagate_forward_time: 5.0852155685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940801620
validation[          , genome  2363] predictions:    9610/  10000 (96.10%), best:    9612/10000 (96.12%), error:      1293.96619, best error:      1284.23975 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 66.3771362305s, input_fired_time: 0.6125783920, output_fired_time: 0.5412153006, propagate_forward_time: 25.2867774963, propagate_backward_time: 37.7195625305, weight_update_time: 0.1161788329, other_time: 2.2170028687
epoch time: 5.5237770081s, input_fired_time: 0.0779874027, output_fired_time: 0.0000000000, propagate_forward_time: 5.0439758301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018139839
validation[          , genome  2363] predictions:    9612/  10000 (96.12%), best:    9612/10000 (96.12%), error:      1333.37158, best error:      1284.23975 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 66.6027374268s, input_fired_time: 0.6159362197, output_fired_time: 0.5414659977, propagate_forward_time: 25.3829784393, propagate_backward_time: 37.8478164673, weight_update_time: 0.1164739728, other_time: 2.2145385742
epoch time: 5.5787496567s, input_fired_time: 0.0781860501, output_fired_time: 0.0000000000, propagate_forward_time: 5.1049737930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955898285
validation[          , genome  2363] predictions:    9553/  10000 (95.53%), best:    9612/10000 (96.12%), error:      1474.79773, best error:      1284.23975 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 66.9012985229s, input_fired_time: 0.6070691943, output_fired_time: 0.5469539165, propagate_forward_time: 25.5038394928, propagate_backward_time: 38.0766830444, weight_update_time: 0.1159695163, other_time: 2.1667556763
epoch time: 5.5555415154s, input_fired_time: 0.0777785033, output_fired_time: 0.0000000000, propagate_forward_time: 5.0827078819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950552940
validation[          , genome  2363] predictions:    9607/  10000 (96.07%), best:    9612/10000 (96.12%), error:      1350.33521, best error:      1284.23975 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 66.6073379517s, input_fired_time: 0.6041987538, output_fired_time: 0.5407475829, propagate_forward_time: 25.3925399780, propagate_backward_time: 37.9104995728, weight_update_time: 0.1154701337, other_time: 2.1593475342
epoch time: 5.5626883507s, input_fired_time: 0.0776281878, output_fired_time: 0.0000000000, propagate_forward_time: 5.0904297829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946304321
validation[          , genome  2363] predictions:    9611/  10000 (96.11%), best:    9612/10000 (96.12%), error:      1289.73291, best error:      1284.23975 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 66.4747772217s, input_fired_time: 0.6062420011, output_fired_time: 0.5409360528, propagate_forward_time: 25.3223266602, propagate_backward_time: 37.8456497192, weight_update_time: 0.1156559363, other_time: 2.1596221924
epoch time: 5.5760231018s, input_fired_time: 0.0784837753, output_fired_time: 0.0000000000, propagate_forward_time: 5.1009988785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965406418
validation[          , genome  2363] predictions:    9588/  10000 (95.88%), best:    9612/10000 (96.12%), error:      1404.42419, best error:      1284.23975 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 66.5480575562s, input_fired_time: 0.6074535251, output_fired_time: 0.5413663983, propagate_forward_time: 25.4005050659, propagate_backward_time: 37.8298416138, weight_update_time: 0.1144244224, other_time: 2.1688919067
epoch time: 5.5619111061s, input_fired_time: 0.0787738487, output_fired_time: 0.0000000000, propagate_forward_time: 5.0881705284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949666023
validation[          , genome  2363] predictions:    9575/  10000 (95.75%), best:    9612/10000 (96.12%), error:      1388.20117, best error:      1284.23975 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 66.4722518921s, input_fired_time: 0.6089213490, output_fired_time: 0.5394245386, propagate_forward_time: 25.3787460327, propagate_backward_time: 37.7883911133, weight_update_time: 0.1146542951, other_time: 2.1567687988
epoch time: 5.4977407455s, input_fired_time: 0.0781420767, output_fired_time: 0.0000000000, propagate_forward_time: 5.0262699127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933286667
validation[          , genome  2363] predictions:    9608/  10000 (96.08%), best:    9612/10000 (96.12%), error:      1318.11353, best error:      1284.23975 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 66.8762893677s, input_fired_time: 0.6170828342, output_fired_time: 0.5443611741, propagate_forward_time: 25.4762344360, propagate_backward_time: 38.0403823853, weight_update_time: 0.1172423363, other_time: 2.1982269287
epoch time: 5.5892872810s, input_fired_time: 0.0794948190, output_fired_time: 0.0000000000, propagate_forward_time: 5.1058425903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039497375
validation[          , genome  2363] predictions:    9600/  10000 (96.00%), best:    9612/10000 (96.12%), error:      1317.38757, best error:      1284.23975 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 66.4649429321s, input_fired_time: 0.6071485281, output_fired_time: 0.5384522676, propagate_forward_time: 25.3835010529, propagate_backward_time: 37.7688522339, weight_update_time: 0.1154411137, other_time: 2.1669921875
epoch time: 5.5592765808s, input_fired_time: 0.0779827312, output_fired_time: 0.0000000000, propagate_forward_time: 5.0872573853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940362930
validation[          , genome  2363] predictions:    9572/  10000 (95.72%), best:    9612/10000 (96.12%), error:      1424.43066, best error:      1284.23975 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 66.5514755249s, input_fired_time: 0.6090853810, output_fired_time: 0.5383486748, propagate_forward_time: 25.4231872559, propagate_backward_time: 37.8141708374, weight_update_time: 0.1139456704, other_time: 2.1666870117
epoch time: 5.4886336327s, input_fired_time: 0.0781198591, output_fired_time: 0.0000000000, propagate_forward_time: 5.0182752609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922386169
validation[          , genome  2363] predictions:    9601/  10000 (96.01%), best:    9612/10000 (96.12%), error:      1346.39197, best error:      1284.23975 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 66.4810104370s, input_fired_time: 0.6061717272, output_fired_time: 0.5411565304, propagate_forward_time: 25.3456916809, propagate_backward_time: 37.8270454407, weight_update_time: 0.1156337410, other_time: 2.1609497070
epoch time: 5.5258250237s, input_fired_time: 0.0781428888, output_fired_time: 0.0000000000, propagate_forward_time: 5.0567021370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909797668
validation[          , genome  2363] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1249.19238, best error:      1249.19238 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 66.6259841919s, input_fired_time: 0.6094542146, output_fired_time: 0.5416220427, propagate_forward_time: 25.4214038849, propagate_backward_time: 37.8902091980, weight_update_time: 0.1152000576, other_time: 2.1633033752
epoch time: 5.5682125092s, input_fired_time: 0.0777908713, output_fired_time: 0.0000000000, propagate_forward_time: 5.0980839729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923377991
validation[          , genome  2363] predictions:    9600/  10000 (96.00%), best:    9628/10000 (96.28%), error:      1319.09546, best error:      1249.19238 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 66.5844039917s, input_fired_time: 0.6196074486, output_fired_time: 0.5390857458, propagate_forward_time: 25.3763217926, propagate_backward_time: 37.8163337708, weight_update_time: 0.1166520268, other_time: 2.2330589294
epoch time: 5.5651268959s, input_fired_time: 0.0798498243, output_fired_time: 0.0000000000, propagate_forward_time: 5.0836796761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015974998
validation[          , genome  2363] predictions:    9618/  10000 (96.18%), best:    9628/10000 (96.28%), error:      1251.77161, best error:      1249.19238 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.4342269897s, input_fired_time: 0.6083326340, output_fired_time: 0.5365406275, propagate_forward_time: 25.3546009064, propagate_backward_time: 37.7673416138, weight_update_time: 0.1149156913, other_time: 2.1674194336
epoch time: 5.5414543152s, input_fired_time: 0.0784248114, output_fired_time: 0.0000000000, propagate_forward_time: 5.0692133904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938159943
validation[          , genome  2363] predictions:    9532/  10000 (95.32%), best:    9628/10000 (96.28%), error:      1531.18616, best error:      1249.19238 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 66.6652145386s, input_fired_time: 0.6265551448, output_fired_time: 0.5419377089, propagate_forward_time: 25.3640232086, propagate_backward_time: 37.9084434509, weight_update_time: 0.1161471829, other_time: 2.2242546082
epoch time: 5.5500669479s, input_fired_time: 0.0789925382, output_fired_time: 0.0000000000, propagate_forward_time: 5.0721197128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989548683
validation[          , genome  2363] predictions:    9620/  10000 (96.20%), best:    9628/10000 (96.28%), error:      1278.12366, best error:      1249.19238 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 66.5853042603s, input_fired_time: 0.6149666905, output_fired_time: 0.5402000546, propagate_forward_time: 25.4218406677, propagate_backward_time: 37.8137168884, weight_update_time: 0.1143343821, other_time: 2.1945800781
epoch time: 5.5283365250s, input_fired_time: 0.0783560723, output_fired_time: 0.0000000000, propagate_forward_time: 5.0507659912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992142677
validation[          , genome  2363] predictions:    9582/  10000 (95.82%), best:    9628/10000 (96.28%), error:      1374.99329, best error:      1249.19238 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 66.5329666138s, input_fired_time: 0.6111348271, output_fired_time: 0.5418089032, propagate_forward_time: 25.3810310364, propagate_backward_time: 37.8332176208, weight_update_time: 0.1140331998, other_time: 2.1657714844
epoch time: 5.5487704277s, input_fired_time: 0.0791907236, output_fired_time: 0.0000000000, propagate_forward_time: 5.0657930374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037866592
validation[          , genome  2363] predictions:    9615/  10000 (96.15%), best:    9628/10000 (96.28%), error:      1289.27100, best error:      1249.19238 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 66.6658706665s, input_fired_time: 0.6180552244, output_fired_time: 0.5397523046, propagate_forward_time: 25.3925075531, propagate_backward_time: 37.8862724304, weight_update_time: 0.1162594333, other_time: 2.2292823792
epoch time: 5.5421109200s, input_fired_time: 0.0790677145, output_fired_time: 0.0000000000, propagate_forward_time: 5.0631008148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999423981
validation[          , genome  2363] predictions:    9601/  10000 (96.01%), best:    9628/10000 (96.28%), error:      1292.76489, best error:      1249.19238 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 66.8483352661s, input_fired_time: 0.6163394451, output_fired_time: 0.5422598720, propagate_forward_time: 25.4865341187, propagate_backward_time: 38.0303459167, weight_update_time: 0.1155405641, other_time: 2.1728553772
epoch time: 5.5782284737s, input_fired_time: 0.0796247497, output_fired_time: 0.0000000000, propagate_forward_time: 5.1039848328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946189880
validation[          , genome  2363] predictions:    9610/  10000 (96.10%), best:    9628/10000 (96.28%), error:      1297.53174, best error:      1249.19238 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 66.2880859375s, input_fired_time: 0.6118647456, output_fired_time: 0.5340398550, propagate_forward_time: 25.3194255829, propagate_backward_time: 37.6651344299, weight_update_time: 0.1135629341, other_time: 2.1576194763
epoch time: 5.5545678139s, input_fired_time: 0.0789608806, output_fired_time: 0.0000000000, propagate_forward_time: 5.0817790031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938279152
validation[          , genome  2363] predictions:    9400/  10000 (94.00%), best:    9628/10000 (96.28%), error:      2046.60559, best error:      1249.19238 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 66.6613845825s, input_fired_time: 0.6212719083, output_fired_time: 0.5436444283, propagate_forward_time: 25.3755989075, propagate_backward_time: 37.8947525024, weight_update_time: 0.1164504588, other_time: 2.2261161804
epoch time: 5.5674633980s, input_fired_time: 0.0801334381, output_fired_time: 0.0000000000, propagate_forward_time: 5.0853829384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019470215
validation[          , genome  2363] predictions:    9623/  10000 (96.23%), best:    9628/10000 (96.28%), error:      1279.27905, best error:      1249.19238 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 66.6676712036s, input_fired_time: 0.6225582957, output_fired_time: 0.5402766466, propagate_forward_time: 25.4316864014, propagate_backward_time: 37.8414955139, weight_update_time: 0.1162017733, other_time: 2.2316551208
epoch time: 5.5669808388s, input_fired_time: 0.0785504356, output_fired_time: 0.0000000000, propagate_forward_time: 5.0847420692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036884308
validation[          , genome  2363] predictions:    9607/  10000 (96.07%), best:    9628/10000 (96.28%), error:      1310.46338, best error:      1249.19238 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 66.3520584106s, input_fired_time: 0.6140314341, output_fired_time: 0.5363049507, propagate_forward_time: 25.3110256195, propagate_backward_time: 37.7293167114, weight_update_time: 0.1149216220, other_time: 2.1613769531
epoch time: 5.5119590759s, input_fired_time: 0.0785029680, output_fired_time: 0.0000000000, propagate_forward_time: 5.0410952568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3923606873
validation[          , genome  2363] predictions:    9620/  10000 (96.20%), best:    9628/10000 (96.28%), error:      1251.67871, best error:      1249.19238 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 66.3793029785s, input_fired_time: 0.6116065383, output_fired_time: 0.5374703407, propagate_forward_time: 25.3378582001, propagate_backward_time: 37.7241516113, weight_update_time: 0.1156324446, other_time: 2.1682205200
epoch time: 5.5570564270s, input_fired_time: 0.0788443014, output_fired_time: 0.0000000000, propagate_forward_time: 5.0840883255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941240311
validation[          , genome  2363] predictions:    9597/  10000 (95.97%), best:    9628/10000 (96.28%), error:      1301.39368, best error:      1249.19238 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 66.3841247559s, input_fired_time: 0.6094153523, output_fired_time: 0.5382047892, propagate_forward_time: 25.3019638062, propagate_backward_time: 37.7756347656, weight_update_time: 0.1144565120, other_time: 2.1589050293
epoch time: 5.5439162254s, input_fired_time: 0.0789826661, output_fired_time: 0.0000000000, propagate_forward_time: 5.0757384300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891949654
validation[          , genome  2363] predictions:    9592/  10000 (95.92%), best:    9628/10000 (96.28%), error:      1341.85364, best error:      1249.19238 on epoch:    86, 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: 27.8294315338s, input_fired_time: 0.3996262848, output_fired_time: 0.0000000000, propagate_forward_time: 25.3535575867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0762481689
best training[          , genome  2363] predictions:   48993/  50000 (97.99%), best:    9628/10000 (96.28%), error:      3818.92236, best error:      1249.19238 on epoch:    86, 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: 5.5424180031s, input_fired_time: 0.0787075981, output_fired_time: 0.0000000000, propagate_forward_time: 5.0602469444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034633636
   testing[          , genome  2363] predictions:    9674/  10000 (96.74%), best:    9628/10000 (96.28%), error:      1123.29761, best error:      1249.19238 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:22:07 (1828): called boinc_finish(0)

</stderr_txt>
]]>