Nameexact_genome_1512185335_37_8335_2
Workunit2560146
Created7 Dec 2017, 10:42:40 UTC
Sent7 Dec 2017, 10:52:44 UTC
Report deadline25 Dec 2017, 23:37:54 UTC
Received9 Dec 2017, 2:28:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time9 hours 4 min 22 sec
CPU time9 hours 4 min 18 sec
Validate stateValid
Credit4,632.84
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size160.50 MB
Peak swap size159.18 MB
Peak disk usage2.97 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 297.4454040527s, input_fired_time: 3.6124134064, output_fired_time: 3.3146576881, propagate_forward_time: 113.3240432739, propagate_backward_time: 172.6860351563, weight_update_time: 0.2792505622, other_time: 4.5082397461
epoch time: 23.7184181213s, input_fired_time: 0.4368509054, output_fired_time: 0.0000000000, propagate_forward_time: 22.4741039276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8074626923
validation[          , genome  8335] predictions:    9817/  10000 (98.17%), best:    9817/10000 (98.17%), error:       616.38812, best error:       616.38812 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 295.7814941406s, input_fired_time: 3.5201158524, output_fired_time: 3.2910656929, propagate_forward_time: 112.9149017334, propagate_backward_time: 171.7102508545, weight_update_time: 0.2740332782, other_time: 4.3451538086
epoch time: 23.8152904510s, input_fired_time: 0.4313072264, output_fired_time: 0.0000000000, propagate_forward_time: 22.6110248566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7729587555
validation[          , genome  8335] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       611.04535, best error:       611.04535 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 296.1755981445s, input_fired_time: 3.6030609608, output_fired_time: 3.2943396568, propagate_forward_time: 112.8868560791, propagate_backward_time: 171.8721923828, weight_update_time: 0.2796601951, other_time: 4.5191497803
epoch time: 23.6302986145s, input_fired_time: 0.4325273037, output_fired_time: 0.0000000000, propagate_forward_time: 22.4235897064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7741813660
validation[          , genome  8335] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       617.62250, best error:       611.04535 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 295.2119445801s, input_fired_time: 3.5325179100, output_fired_time: 3.2817840576, propagate_forward_time: 112.5494308472, propagate_backward_time: 171.5005493164, weight_update_time: 0.2719508410, other_time: 4.3476562500
epoch time: 23.6802005768s, input_fired_time: 0.4282954633, output_fired_time: 0.0000000000, propagate_forward_time: 22.4785499573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7733554840
validation[          , genome  8335] predictions:    9779/  10000 (97.79%), best:    9813/10000 (98.13%), error:       725.00037, best error:       611.04535 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 296.9714050293s, input_fired_time: 3.5921075344, output_fired_time: 3.3065598011, propagate_forward_time: 113.0386123657, propagate_backward_time: 172.5782928467, weight_update_time: 0.2763174772, other_time: 4.4558563232
epoch time: 23.9536876678s, input_fired_time: 0.4393637776, output_fired_time: 0.0000000000, propagate_forward_time: 22.7060298920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8082942963
validation[          , genome  8335] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       642.68878, best error:       611.04535 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 297.5692749023s, input_fired_time: 3.5804383755, output_fired_time: 3.3097674847, propagate_forward_time: 113.2019882202, propagate_backward_time: 173.0812530518, weight_update_time: 0.2744867802, other_time: 4.3958282471
epoch time: 23.7496528625s, input_fired_time: 0.4411987960, output_fired_time: 0.0000000000, propagate_forward_time: 22.5037422180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8047122955
validation[          , genome  8335] predictions:    9803/  10000 (98.03%), best:    9813/10000 (98.13%), error:       653.56299, best error:       611.04535 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 297.0382995605s, input_fired_time: 3.6170532703, output_fired_time: 3.3036205769, propagate_forward_time: 112.9381790161, propagate_backward_time: 172.6563873291, weight_update_time: 0.2773447931, other_time: 4.5230560303
epoch time: 23.5984020233s, input_fired_time: 0.4409848452, output_fired_time: 0.0000000000, propagate_forward_time: 22.3477287292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8096885681
validation[          , genome  8335] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       597.69562, best error:       597.69562 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 294.8796997070s, input_fired_time: 3.5398786068, output_fired_time: 3.2879402637, propagate_forward_time: 112.1205368042, propagate_backward_time: 171.5695037842, weight_update_time: 0.2704303563, other_time: 4.3618316650
epoch time: 23.8479919434s, input_fired_time: 0.4384416938, output_fired_time: 0.0000000000, propagate_forward_time: 22.6037540436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8057956696
validation[          , genome  8335] predictions:    9778/  10000 (97.78%), best:    9815/10000 (98.15%), error:       680.41052, best error:       597.69562 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 297.7922058105s, input_fired_time: 3.6232299805, output_fired_time: 3.3079738617, propagate_forward_time: 113.2255249023, propagate_backward_time: 173.1264343262, weight_update_time: 0.2795756459, other_time: 4.5090332031
epoch time: 23.5888729095s, input_fired_time: 0.4410886168, output_fired_time: 0.0000000000, propagate_forward_time: 22.3413639069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8064212799
validation[          , genome  8335] predictions:    9824/  10000 (98.24%), best:    9824/10000 (98.24%), error:       564.89972, best error:       564.89972 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 296.3968200684s, input_fired_time: 3.6211657524, output_fired_time: 3.2912366390, propagate_forward_time: 112.7444000244, propagate_backward_time: 172.2194976807, weight_update_time: 0.2791465521, other_time: 4.5205383301
epoch time: 23.7980937958s, input_fired_time: 0.4412116110, output_fired_time: 0.0000000000, propagate_forward_time: 22.5507888794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8060932159
validation[          , genome  8335] predictions:    9825/  10000 (98.25%), best:    9824/10000 (98.24%), error:       582.51428, best error:       564.89972 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 295.9451293945s, input_fired_time: 3.5255506039, output_fired_time: 3.3008224964, propagate_forward_time: 112.6180877686, propagate_backward_time: 172.2080688477, weight_update_time: 0.2704494894, other_time: 4.2926177979
epoch time: 23.5744762421s, input_fired_time: 0.4290347993, output_fired_time: 0.0000000000, propagate_forward_time: 22.3765258789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7689151764
validation[          , genome  8335] predictions:    9820/  10000 (98.20%), best:    9824/10000 (98.24%), error:       597.87976, best error:       564.89972 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 297.6062622070s, input_fired_time: 3.5643062592, output_fired_time: 3.3095977306, propagate_forward_time: 113.1845474243, propagate_backward_time: 173.1842498779, weight_update_time: 0.2724921703, other_time: 4.3635711670
epoch time: 23.9106674194s, input_fired_time: 0.4325161576, output_fired_time: 0.0000000000, propagate_forward_time: 22.7061939240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7719573975
validation[          , genome  8335] predictions:    9803/  10000 (98.03%), best:    9824/10000 (98.24%), error:       678.03680, best error:       564.89972 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 295.5198059082s, input_fired_time: 3.5272572041, output_fired_time: 3.2813918591, propagate_forward_time: 112.3507995605, propagate_backward_time: 172.0392456055, weight_update_time: 0.2711454332, other_time: 4.3211059570
epoch time: 23.7610454559s, input_fired_time: 0.4306678772, output_fired_time: 0.0000000000, propagate_forward_time: 22.5568752289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7735023499
validation[          , genome  8335] predictions:    9841/  10000 (98.41%), best:    9824/10000 (98.24%), error:       577.44739, best error:       564.89972 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 297.2275695801s, input_fired_time: 3.6081614494, output_fired_time: 3.3005034924, propagate_forward_time: 112.8443145752, propagate_backward_time: 173.0089263916, weight_update_time: 0.2778384089, other_time: 4.4656677246
epoch time: 23.7324829102s, input_fired_time: 0.4421104193, output_fired_time: 0.0000000000, propagate_forward_time: 22.4886264801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8017463684
validation[          , genome  8335] predictions:    9827/  10000 (98.27%), best:    9824/10000 (98.24%), error:       568.12933, best error:       564.89972 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 296.0317993164s, input_fired_time: 3.5331037045, output_fired_time: 3.2837512493, propagate_forward_time: 112.4131927490, propagate_backward_time: 172.4793395996, weight_update_time: 0.2696338892, other_time: 4.3224029541
epoch time: 23.7988052368s, input_fired_time: 0.4332733750, output_fired_time: 0.0000000000, propagate_forward_time: 22.5925674438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7729644775
validation[          , genome  8335] predictions:    9777/  10000 (97.77%), best:    9824/10000 (98.24%), error:       719.60583, best error:       564.89972 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 297.8171691895s, input_fired_time: 3.5583972931, output_fired_time: 3.3127830029, propagate_forward_time: 113.0816574097, propagate_backward_time: 173.5375976563, weight_update_time: 0.2707228363, other_time: 4.3267211914
epoch time: 23.9189281464s, input_fired_time: 0.4350127578, output_fired_time: 0.0000000000, propagate_forward_time: 22.7098598480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7740554810
validation[          , genome  8335] predictions:    9831/  10000 (98.31%), best:    9831/10000 (98.31%), error:       558.23230, best error:       558.23230 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 297.7655639648s, input_fired_time: 3.5483798981, output_fired_time: 3.2996728420, propagate_forward_time: 113.1810913086, propagate_backward_time: 173.4483489990, weight_update_time: 0.2699146569, other_time: 4.2880706787
epoch time: 23.9183197021s, input_fired_time: 0.4368995428, output_fired_time: 0.0000000000, propagate_forward_time: 22.7088069916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7726135254
validation[          , genome  8335] predictions:    9832/  10000 (98.32%), best:    9831/10000 (98.31%), error:       583.37030, best error:       558.23230 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 296.6251831055s, input_fired_time: 3.5766584873, output_fired_time: 3.2899806499, propagate_forward_time: 112.5596771240, propagate_backward_time: 172.7939147949, weight_update_time: 0.2737774253, other_time: 4.4049530029
epoch time: 23.8752307892s, input_fired_time: 0.4422317743, output_fired_time: 0.0000000000, propagate_forward_time: 22.6271324158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8058662415
validation[          , genome  8335] predictions:    9828/  10000 (98.28%), best:    9828/10000 (98.28%), error:       545.47565, best error:       545.47565 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 298.1071166992s, input_fired_time: 3.6359920502, output_fired_time: 3.2992196083, propagate_forward_time: 113.0440902710, propagate_backward_time: 173.6174316406, weight_update_time: 0.2795752883, other_time: 4.5103759766
epoch time: 23.9470500946s, input_fired_time: 0.4435447752, output_fired_time: 0.0000000000, propagate_forward_time: 22.6961326599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8073730469
validation[          , genome  8335] predictions:    9823/  10000 (98.23%), best:    9828/10000 (98.28%), error:       580.81671, best error:       545.47565 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 296.4910583496s, input_fired_time: 3.5975427628, output_fired_time: 3.2872588634, propagate_forward_time: 112.5283279419, propagate_backward_time: 172.6307220459, weight_update_time: 0.2735610306, other_time: 4.4472198486
epoch time: 23.6007690430s, input_fired_time: 0.4339795113, output_fired_time: 0.0000000000, propagate_forward_time: 22.3888187408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7779712677
validation[          , genome  8335] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       544.31116, best error:       544.31116 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 298.8091430664s, input_fired_time: 3.5752933025, output_fired_time: 3.3101336956, propagate_forward_time: 113.4149093628, propagate_backward_time: 174.1583709717, weight_update_time: 0.2726883888, other_time: 4.3504486084
epoch time: 23.6987113953s, input_fired_time: 0.4344648421, output_fired_time: 0.0000000000, propagate_forward_time: 22.4872760773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7769699097
validation[          , genome  8335] predictions:    9809/  10000 (98.09%), best:    9843/10000 (98.43%), error:       599.20386, best error:       544.31116 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 297.0480041504s, input_fired_time: 3.6216425896, output_fired_time: 3.2950248718, propagate_forward_time: 112.5277404785, propagate_backward_time: 173.0970458984, weight_update_time: 0.2799319625, other_time: 4.5065612793
epoch time: 23.9306449890s, input_fired_time: 0.4458155930, output_fired_time: 0.0000000000, propagate_forward_time: 22.6789550781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8058738708
validation[          , genome  8335] predictions:    9819/  10000 (98.19%), best:    9843/10000 (98.43%), error:       620.26263, best error:       544.31116 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 297.1615600586s, input_fired_time: 3.5503985882, output_fired_time: 3.2858595848, propagate_forward_time: 112.8550338745, propagate_backward_time: 173.1466369629, weight_update_time: 0.2714020908, other_time: 4.3236389160
epoch time: 23.8054199219s, input_fired_time: 0.4366261065, output_fired_time: 0.0000000000, propagate_forward_time: 22.5943641663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7744293213
validation[          , genome  8335] predictions:    9816/  10000 (98.16%), best:    9843/10000 (98.43%), error:       593.46619, best error:       544.31116 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 298.0057678223s, input_fired_time: 3.6389746666, output_fired_time: 3.3058018684, propagate_forward_time: 112.9168853760, propagate_backward_time: 173.6418609619, weight_update_time: 0.2779008746, other_time: 4.5022277832
epoch time: 23.9688892365s, input_fired_time: 0.4456096292, output_fired_time: 0.0000000000, propagate_forward_time: 22.7167129517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8065662384
validation[          , genome  8335] predictions:    9824/  10000 (98.24%), best:    9843/10000 (98.43%), error:       577.75507, best error:       544.31116 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 298.8967285156s, input_fired_time: 3.5843429565, output_fired_time: 3.3155348301, propagate_forward_time: 113.3953094482, propagate_backward_time: 174.2376556396, weight_update_time: 0.2720727026, other_time: 4.3638916016
epoch time: 23.9402580261s, input_fired_time: 0.4391569793, output_fired_time: 0.0000000000, propagate_forward_time: 22.7297649384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7713356018
validation[          , genome  8335] predictions:    9826/  10000 (98.26%), best:    9843/10000 (98.43%), error:       569.65320, best error:       544.31116 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 297.4864501953s, input_fired_time: 3.6394708157, output_fired_time: 3.2926981449, propagate_forward_time: 112.4928817749, propagate_backward_time: 173.5660095215, weight_update_time: 0.2777341902, other_time: 4.4953918457
epoch time: 23.7074546814s, input_fired_time: 0.4443674088, output_fired_time: 0.0000000000, propagate_forward_time: 22.4590702057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8040180206
validation[          , genome  8335] predictions:    9824/  10000 (98.24%), best:    9843/10000 (98.43%), error:       577.38538, best error:       544.31116 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 297.7131958008s, input_fired_time: 3.5499472618, output_fired_time: 3.3020887375, propagate_forward_time: 112.7756881714, propagate_backward_time: 173.7841033936, weight_update_time: 0.2706725597, other_time: 4.3013458252
epoch time: 23.8338108063s, input_fired_time: 0.4366436899, output_fired_time: 0.0000000000, propagate_forward_time: 22.6247501373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7724170685
validation[          , genome  8335] predictions:    9807/  10000 (98.07%), best:    9843/10000 (98.43%), error:       622.49329, best error:       544.31116 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 298.0418090820s, input_fired_time: 3.5653097630, output_fired_time: 3.2953987122, propagate_forward_time: 112.7873153687, propagate_backward_time: 174.0850677490, weight_update_time: 0.2699730694, other_time: 4.3087005615
epoch time: 23.5352172852s, input_fired_time: 0.4351042509, output_fired_time: 0.0000000000, propagate_forward_time: 22.3286895752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7714233398
validation[          , genome  8335] predictions:    9801/  10000 (98.01%), best:    9843/10000 (98.43%), error:       652.87067, best error:       544.31116 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 297.8294982910s, input_fired_time: 3.6092846394, output_fired_time: 3.2867865562, propagate_forward_time: 112.6455154419, propagate_backward_time: 173.8606567383, weight_update_time: 0.2751670182, other_time: 4.4272766113
epoch time: 23.9397239685s, input_fired_time: 0.4362827837, output_fired_time: 0.0000000000, propagate_forward_time: 22.7306404114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7728004456
validation[          , genome  8335] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       525.36871, best error:       525.36871 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 297.5160522461s, input_fired_time: 3.6041622162, output_fired_time: 3.2967550755, propagate_forward_time: 112.6009597778, propagate_backward_time: 173.5759582520, weight_update_time: 0.2742754519, other_time: 4.4382324219
epoch time: 23.7855358124s, input_fired_time: 0.4445275962, output_fired_time: 0.0000000000, propagate_forward_time: 22.5368385315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8041706085
validation[          , genome  8335] predictions:    9844/  10000 (98.44%), best:    9848/10000 (98.48%), error:       528.80103, best error:       525.36871 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 299.3711853027s, input_fired_time: 3.5697987080, output_fired_time: 3.3185577393, propagate_forward_time: 113.4717025757, propagate_backward_time: 174.6876220703, weight_update_time: 0.2739086449, other_time: 4.3235168457
epoch time: 23.6862354279s, input_fired_time: 0.4369136095, output_fired_time: 0.0000000000, propagate_forward_time: 22.4788856506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7704353333
validation[          , genome  8335] predictions:    9727/  10000 (97.27%), best:    9848/10000 (98.48%), error:       884.17725, best error:       525.36871 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 297.2196350098s, input_fired_time: 3.5539340973, output_fired_time: 3.2854943275, propagate_forward_time: 112.6751937866, propagate_backward_time: 173.4017791748, weight_update_time: 0.2702575922, other_time: 4.3032379150
epoch time: 23.8301944733s, input_fired_time: 0.4417361021, output_fired_time: 0.0000000000, propagate_forward_time: 22.6159572601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7725009918
validation[          , genome  8335] predictions:    9838/  10000 (98.38%), best:    9838/10000 (98.38%), error:       503.01639, best error:       503.01639 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 298.0727844238s, input_fired_time: 3.6193802357, output_fired_time: 3.2941584587, propagate_forward_time: 112.6757736206, propagate_backward_time: 174.0341949463, weight_update_time: 0.2778464854, other_time: 4.4492645264
epoch time: 23.8906211853s, input_fired_time: 0.4473775923, output_fired_time: 0.0000000000, propagate_forward_time: 22.6400337219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8032093048
validation[          , genome  8335] predictions:    9791/  10000 (97.91%), best:    9838/10000 (98.38%), error:       717.79535, best error:       503.01639 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 299.1448974609s, input_fired_time: 3.6181328297, output_fired_time: 3.3087182045, propagate_forward_time: 113.3714218140, propagate_backward_time: 174.4396209717, weight_update_time: 0.2734211385, other_time: 4.4069976807
epoch time: 23.9680328369s, input_fired_time: 0.4398272634, output_fired_time: 0.0000000000, propagate_forward_time: 22.7530651093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7751407623
validation[          , genome  8335] predictions:    9854/  10000 (98.54%), best:    9838/10000 (98.38%), error:       525.28253, best error:       503.01639 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 297.8523864746s, input_fired_time: 3.6506357193, output_fired_time: 3.2883720398, propagate_forward_time: 112.6515045166, propagate_backward_time: 173.7621917725, weight_update_time: 0.2778303027, other_time: 4.4996948242
epoch time: 23.6719455719s, input_fired_time: 0.4436289370, output_fired_time: 0.0000000000, propagate_forward_time: 22.4216556549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8066616058
validation[          , genome  8335] predictions:    9826/  10000 (98.26%), best:    9838/10000 (98.38%), error:       584.11218, best error:       503.01639 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 297.9064025879s, input_fired_time: 3.5648941994, output_fired_time: 3.2942640781, propagate_forward_time: 112.6367874146, propagate_backward_time: 174.0946350098, weight_update_time: 0.2718197107, other_time: 4.3158569336
epoch time: 23.8334922791s, input_fired_time: 0.4406934083, output_fired_time: 0.0000000000, propagate_forward_time: 22.6230468750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7697525024
validation[          , genome  8335] predictions:    9835/  10000 (98.35%), best:    9838/10000 (98.38%), error:       545.92108, best error:       503.01639 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 298.6455383301s, input_fired_time: 3.5803658962, output_fired_time: 3.2986462116, propagate_forward_time: 112.9722290039, propagate_backward_time: 174.4579467773, weight_update_time: 0.2712699473, other_time: 4.3363647461
epoch time: 23.5245246887s, input_fired_time: 0.4406957626, output_fired_time: 0.0000000000, propagate_forward_time: 22.3126296997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7711982727
validation[          , genome  8335] predictions:    9844/  10000 (98.44%), best:    9838/10000 (98.38%), error:       518.65503, best error:       503.01639 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 298.8987426758s, input_fired_time: 3.6054067612, output_fired_time: 3.3136868477, propagate_forward_time: 112.9684677124, propagate_backward_time: 174.6066284180, weight_update_time: 0.2758367062, other_time: 4.4045410156
epoch time: 23.7203636169s, input_fired_time: 0.4390631020, output_fired_time: 0.0000000000, propagate_forward_time: 22.5091304779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7721691132
validation[          , genome  8335] predictions:    9823/  10000 (98.23%), best:    9838/10000 (98.38%), error:       556.86804, best error:       503.01639 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 298.5463867188s, input_fired_time: 3.6565148830, output_fired_time: 3.2958199978, propagate_forward_time: 112.7860336304, propagate_backward_time: 174.2955780029, weight_update_time: 0.2763843536, other_time: 4.5124359131
epoch time: 23.8418292999s, input_fired_time: 0.4496560097, output_fired_time: 0.0000000000, propagate_forward_time: 22.5866680145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8055057526
validation[          , genome  8335] predictions:    9819/  10000 (98.19%), best:    9838/10000 (98.38%), error:       577.05359, best error:       503.01639 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 296.5391540527s, input_fired_time: 3.5791075230, output_fired_time: 3.2814064026, propagate_forward_time: 112.1297836304, propagate_backward_time: 173.2169036865, weight_update_time: 0.2709957957, other_time: 4.3319549561
epoch time: 23.8330192566s, input_fired_time: 0.4419462681, output_fired_time: 0.0000000000, propagate_forward_time: 22.6156539917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7754192352
validation[          , genome  8335] predictions:    9812/  10000 (98.12%), best:    9838/10000 (98.38%), error:       582.99048, best error:       503.01639 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 297.5840454102s, input_fired_time: 3.5725805759, output_fired_time: 3.2801640034, propagate_forward_time: 112.7531356812, propagate_backward_time: 173.6711578369, weight_update_time: 0.2696497738, other_time: 4.3070220947
epoch time: 23.7597980499s, input_fired_time: 0.4389328063, output_fired_time: 0.0000000000, propagate_forward_time: 22.5480670929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7727985382
validation[          , genome  8335] predictions:    9821/  10000 (98.21%), best:    9838/10000 (98.38%), error:       609.23987, best error:       503.01639 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 298.2134094238s, input_fired_time: 3.5653088093, output_fired_time: 3.2946202755, propagate_forward_time: 112.7938156128, propagate_backward_time: 174.2571716309, weight_update_time: 0.2706868351, other_time: 4.3024902344
epoch time: 23.9787540436s, input_fired_time: 0.4452248514, output_fired_time: 0.0000000000, propagate_forward_time: 22.7564506531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7770786285
validation[          , genome  8335] predictions:    9840/  10000 (98.40%), best:    9838/10000 (98.38%), error:       557.07153, best error:       503.01639 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 297.0273437500s, input_fired_time: 3.5988223553, output_fired_time: 3.2757997513, propagate_forward_time: 112.2481079102, propagate_backward_time: 173.5139923096, weight_update_time: 0.2723815739, other_time: 4.3906402588
epoch time: 23.4495010376s, input_fired_time: 0.4383612573, output_fired_time: 0.0000000000, propagate_forward_time: 22.2370719910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7740669250
validation[          , genome  8335] predictions:    9844/  10000 (98.44%), best:    9838/10000 (98.38%), error:       536.23834, best error:       503.01639 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 299.0773620605s, input_fired_time: 3.6707201004, output_fired_time: 3.3040306568, propagate_forward_time: 112.9006118774, propagate_backward_time: 174.6809997559, weight_update_time: 0.2783121169, other_time: 4.5210266113
epoch time: 23.9670734406s, input_fired_time: 0.4512621164, output_fired_time: 0.0000000000, propagate_forward_time: 22.7101364136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8056755066
validation[          , genome  8335] predictions:    9847/  10000 (98.47%), best:    9838/10000 (98.38%), error:       518.35944, best error:       503.01639 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 299.1762084961s, input_fired_time: 3.5754659176, output_fired_time: 3.3079357147, propagate_forward_time: 113.0431289673, propagate_backward_time: 174.9432983398, weight_update_time: 0.2711561620, other_time: 4.3063964844
epoch time: 23.9280815125s, input_fired_time: 0.4505600631, output_fired_time: 0.0000000000, propagate_forward_time: 22.6696662903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8078556061
validation[          , genome  8335] predictions:    9843/  10000 (98.43%), best:    9838/10000 (98.38%), error:       528.69812, best error:       503.01639 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 301.0566711426s, input_fired_time: 3.5934348106, output_fired_time: 3.3232610226, propagate_forward_time: 113.9459838867, propagate_backward_time: 175.8639984131, weight_update_time: 0.2727778852, other_time: 4.3299713135
epoch time: 23.8464355469s, input_fired_time: 0.4420044422, output_fired_time: 0.0000000000, propagate_forward_time: 22.6277656555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7766647339
validation[          , genome  8335] predictions:    9853/  10000 (98.53%), best:    9838/10000 (98.38%), error:       527.23059, best error:       503.01639 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 298.8883056641s, input_fired_time: 3.5997183323, output_fired_time: 3.2991435528, propagate_forward_time: 113.0674896240, propagate_backward_time: 174.5545959473, weight_update_time: 0.2732045650, other_time: 4.3673553467
epoch time: 24.0665950775s, input_fired_time: 0.4524256587, output_fired_time: 0.0000000000, propagate_forward_time: 22.8060569763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8081130981
validation[          , genome  8335] predictions:    9837/  10000 (98.37%), best:    9838/10000 (98.38%), error:       554.43677, best error:       503.01639 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 298.6958618164s, input_fired_time: 3.6565444469, output_fired_time: 3.2986483574, propagate_forward_time: 112.8081893921, propagate_backward_time: 174.4359436035, weight_update_time: 0.2781398594, other_time: 4.4965209961
epoch time: 23.8892536163s, input_fired_time: 0.4509903789, output_fired_time: 0.0000000000, propagate_forward_time: 22.6337642670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8044986725
validation[          , genome  8335] predictions:    9841/  10000 (98.41%), best:    9838/10000 (98.38%), error:       528.85809, best error:       503.01639 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 299.9315490723s, input_fired_time: 3.5862178802, output_fired_time: 3.3044109344, propagate_forward_time: 113.4145584106, propagate_backward_time: 175.3134613037, weight_update_time: 0.2731298506, other_time: 4.3129119873
epoch time: 23.8325614929s, input_fired_time: 0.4453661144, output_fired_time: 0.0000000000, propagate_forward_time: 22.6151714325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7720241547
validation[          , genome  8335] predictions:    9837/  10000 (98.37%), best:    9838/10000 (98.38%), error:       559.09814, best error:       503.01639 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 299.6054687500s, input_fired_time: 3.6197926998, output_fired_time: 3.3081855774, propagate_forward_time: 113.2259140015, propagate_backward_time: 175.0642395020, weight_update_time: 0.2737328708, other_time: 4.3873291016
epoch time: 23.7660179138s, input_fired_time: 0.4439987540, output_fired_time: 0.0000000000, propagate_forward_time: 22.5356998444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7863197327
validation[          , genome  8335] predictions:    9846/  10000 (98.46%), best:    9846/10000 (98.46%), error:       495.31262, best error:       495.31262 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 298.2894287109s, input_fired_time: 3.6058681011, output_fired_time: 3.2924213409, propagate_forward_time: 112.8372955322, propagate_backward_time: 174.1997985840, weight_update_time: 0.2746048272, other_time: 4.3540496826
epoch time: 23.6704006195s, input_fired_time: 0.4516239762, output_fired_time: 0.0000000000, propagate_forward_time: 22.4124908447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8062858582
validation[          , genome  8335] predictions:    9810/  10000 (98.10%), best:    9846/10000 (98.46%), error:       642.08820, best error:       495.31262 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 300.1882629395s, input_fired_time: 3.6745889187, output_fired_time: 3.3188621998, propagate_forward_time: 113.3798675537, propagate_backward_time: 175.3193664551, weight_update_time: 0.2794042230, other_time: 4.4955902100
epoch time: 23.8334903717s, input_fired_time: 0.4496615827, output_fired_time: 0.0000000000, propagate_forward_time: 22.5825080872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8013210297
validation[          , genome  8335] predictions:    9822/  10000 (98.22%), best:    9846/10000 (98.46%), error:       584.67047, best error:       495.31262 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 298.5912475586s, input_fired_time: 3.6065709591, output_fired_time: 3.2988121510, propagate_forward_time: 112.8783645630, propagate_backward_time: 174.4398040771, weight_update_time: 0.2734597921, other_time: 4.3677215576
epoch time: 23.7119083405s, input_fired_time: 0.4460315406, output_fired_time: 0.0000000000, propagate_forward_time: 22.4969234467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7689533234
validation[          , genome  8335] predictions:    9836/  10000 (98.36%), best:    9846/10000 (98.46%), error:       562.24493, best error:       495.31262 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 299.1296691895s, input_fired_time: 3.5957679749, output_fired_time: 3.2993133068, propagate_forward_time: 113.1113891602, propagate_backward_time: 174.8134460449, weight_update_time: 0.2699858248, other_time: 4.3097534180
epoch time: 23.9288845062s, input_fired_time: 0.4428600073, output_fired_time: 0.0000000000, propagate_forward_time: 22.7116508484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7743740082
validation[          , genome  8335] predictions:    9847/  10000 (98.47%), best:    9846/10000 (98.46%), error:       517.43127, best error:       495.31262 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 296.7762756348s, input_fired_time: 3.5873169899, output_fired_time: 3.2820873260, propagate_forward_time: 112.0010910034, propagate_backward_time: 173.5966949463, weight_update_time: 0.2720438242, other_time: 4.3090972900
epoch time: 23.8813934326s, input_fired_time: 0.4541850984, output_fired_time: 0.0000000000, propagate_forward_time: 22.6192131042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8079948425
validation[          , genome  8335] predictions:    9831/  10000 (98.31%), best:    9846/10000 (98.46%), error:       555.32227, best error:       495.31262 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 300.3706970215s, input_fired_time: 3.6038823128, output_fired_time: 3.3138601780, propagate_forward_time: 113.5714035034, propagate_backward_time: 175.5677185059, weight_update_time: 0.2722563446, other_time: 4.3138122559
epoch time: 23.9834423065s, input_fired_time: 0.4482826889, output_fired_time: 0.0000000000, propagate_forward_time: 22.7608661652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7742938995
validation[          , genome  8335] predictions:    9838/  10000 (98.38%), best:    9846/10000 (98.46%), error:       536.95673, best error:       495.31262 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 298.8870849609s, input_fired_time: 3.6694929600, output_fired_time: 3.3044750690, propagate_forward_time: 112.6318206787, propagate_backward_time: 174.7615203857, weight_update_time: 0.2801256776, other_time: 4.5197753906
epoch time: 23.8612422943s, input_fired_time: 0.4512583017, output_fired_time: 0.0000000000, propagate_forward_time: 22.6035537720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8064308167
validation[          , genome  8335] predictions:    9849/  10000 (98.49%), best:    9846/10000 (98.46%), error:       519.24249, best error:       495.31262 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 299.5688171387s, input_fired_time: 3.6811280251, output_fired_time: 3.3082547188, propagate_forward_time: 112.9874267578, propagate_backward_time: 175.0699462891, weight_update_time: 0.2827872634, other_time: 4.5220642090
epoch time: 23.7540302277s, input_fired_time: 0.4497841299, output_fired_time: 0.0000000000, propagate_forward_time: 22.5001182556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8041286469
validation[          , genome  8335] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       493.52515, best error:       493.52515 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 300.1348266602s, input_fired_time: 3.6579115391, output_fired_time: 3.3116862774, propagate_forward_time: 113.4103088379, propagate_backward_time: 175.3128356934, weight_update_time: 0.2757010758, other_time: 4.4421081543
epoch time: 23.9530220032s, input_fired_time: 0.4440769553, output_fired_time: 0.0000000000, propagate_forward_time: 22.7349071503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7740383148
validation[          , genome  8335] predictions:    9842/  10000 (98.42%), best:    9840/10000 (98.40%), error:       507.58090, best error:       493.52515 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 298.7782287598s, input_fired_time: 3.6925566196, output_fired_time: 3.2903122902, propagate_forward_time: 112.7925643921, propagate_backward_time: 174.4895935059, weight_update_time: 0.2811440825, other_time: 4.5131835938
epoch time: 23.8694839478s, input_fired_time: 0.4534453750, output_fired_time: 0.0000000000, propagate_forward_time: 22.6115550995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8044834137
validation[          , genome  8335] predictions:    9839/  10000 (98.39%), best:    9840/10000 (98.40%), error:       495.13998, best error:       493.52515 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 298.7988891602s, input_fired_time: 3.5990347862, output_fired_time: 3.2943472862, propagate_forward_time: 112.8272933960, propagate_backward_time: 174.7521514893, weight_update_time: 0.2728835046, other_time: 4.3260650635
epoch time: 23.8818893433s, input_fired_time: 0.4457112551, output_fired_time: 0.0000000000, propagate_forward_time: 22.6632595062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7729187012
validation[          , genome  8335] predictions:    9830/  10000 (98.30%), best:    9840/10000 (98.40%), error:       526.13776, best error:       493.52515 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 298.9826965332s, input_fired_time: 3.5958368778, output_fired_time: 3.2951333523, propagate_forward_time: 112.9647216797, propagate_backward_time: 174.8028869629, weight_update_time: 0.2736073732, other_time: 4.3241271973
epoch time: 23.5276718140s, input_fired_time: 0.4428915083, output_fired_time: 0.0000000000, propagate_forward_time: 22.3080787659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7767009735
validation[          , genome  8335] predictions:    9827/  10000 (98.27%), best:    9840/10000 (98.40%), error:       560.76428, best error:       493.52515 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 298.6376647949s, input_fired_time: 3.6333317757, output_fired_time: 3.3012790680, propagate_forward_time: 112.7147445679, propagate_backward_time: 174.5855407715, weight_update_time: 0.2770480514, other_time: 4.4027709961
epoch time: 23.7510147095s, input_fired_time: 0.4439120889, output_fired_time: 0.0000000000, propagate_forward_time: 22.5378055573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7692966461
validation[          , genome  8335] predictions:    9839/  10000 (98.39%), best:    9840/10000 (98.40%), error:       520.78326, best error:       493.52515 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 299.0067138672s, input_fired_time: 3.5935165882, output_fired_time: 3.2963802814, propagate_forward_time: 113.0105590820, propagate_backward_time: 174.7895050049, weight_update_time: 0.2735644877, other_time: 4.3167572021
epoch time: 23.8559551239s, input_fired_time: 0.4478200972, output_fired_time: 0.0000000000, propagate_forward_time: 22.6372756958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7708587646
validation[          , genome  8335] predictions:    9844/  10000 (98.44%), best:    9844/10000 (98.44%), error:       488.69574, best error:       488.69574 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 299.7355957031s, input_fired_time: 3.6648876667, output_fired_time: 3.3115818501, propagate_forward_time: 113.1884613037, propagate_backward_time: 175.1164855957, weight_update_time: 0.2796555459, other_time: 4.4541778564
epoch time: 23.9920043945s, input_fired_time: 0.4545122683, output_fired_time: 0.0000000000, propagate_forward_time: 22.7307052612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8067874908
validation[          , genome  8335] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       481.78909, best error:       481.78909 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 296.9399719238s, input_fired_time: 3.5812363625, output_fired_time: 3.2795660496, propagate_forward_time: 112.2099761963, propagate_backward_time: 173.5846405029, weight_update_time: 0.2743168771, other_time: 4.2845458984
epoch time: 23.7268543243s, input_fired_time: 0.4435414374, output_fired_time: 0.0000000000, propagate_forward_time: 22.5107021332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7726116180
validation[          , genome  8335] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       507.95978, best error:       481.78909 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 299.1381225586s, input_fired_time: 3.6355323792, output_fired_time: 3.2956273556, propagate_forward_time: 113.0034561157, propagate_backward_time: 174.8108825684, weight_update_time: 0.2767993212, other_time: 4.3926391602
epoch time: 23.8531208038s, input_fired_time: 0.4451876283, output_fired_time: 0.0000000000, propagate_forward_time: 22.6356468201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7722854614
validation[          , genome  8335] predictions:    9849/  10000 (98.49%), best:    9859/10000 (98.59%), error:       523.22266, best error:       481.78909 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 299.2248535156s, input_fired_time: 3.6932959557, output_fired_time: 3.3000268936, propagate_forward_time: 113.1225891113, propagate_backward_time: 174.5953063965, weight_update_time: 0.2811950147, other_time: 4.5136413574
epoch time: 23.9745807648s, input_fired_time: 0.4576497376, output_fired_time: 0.0000000000, propagate_forward_time: 22.7071228027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8098087311
validation[          , genome  8335] predictions:    9835/  10000 (98.35%), best:    9859/10000 (98.59%), error:       552.35028, best error:       481.78909 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 299.1172790527s, input_fired_time: 3.6874477863, output_fired_time: 3.2988951206, propagate_forward_time: 112.9328765869, propagate_backward_time: 174.6811828613, weight_update_time: 0.2828711271, other_time: 4.5168914795
epoch time: 23.8001823425s, input_fired_time: 0.4498914480, output_fired_time: 0.0000000000, propagate_forward_time: 22.5480575562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8022327423
validation[          , genome  8335] predictions:    9830/  10000 (98.30%), best:    9859/10000 (98.59%), error:       582.47266, best error:       481.78909 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 299.5348205566s, input_fired_time: 3.6449773312, output_fired_time: 3.3011081219, propagate_forward_time: 113.1663970947, propagate_backward_time: 175.0132904053, weight_update_time: 0.2770844102, other_time: 4.4090270996
epoch time: 23.8922271729s, input_fired_time: 0.4546134472, output_fired_time: 0.0000000000, propagate_forward_time: 22.6297740936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8078403473
validation[          , genome  8335] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       502.91251, best error:       481.78909 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 299.3630676270s, input_fired_time: 3.6458134651, output_fired_time: 3.2948234081, propagate_forward_time: 113.1801071167, propagate_backward_time: 174.8383178711, weight_update_time: 0.2789237499, other_time: 4.4039916992
epoch time: 23.9215240479s, input_fired_time: 0.4592545629, output_fired_time: 0.0000000000, propagate_forward_time: 22.6565628052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8057060242
validation[          , genome  8335] predictions:    9824/  10000 (98.24%), best:    9859/10000 (98.59%), error:       548.21112, best error:       481.78909 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 298.4859924316s, input_fired_time: 3.5996806622, output_fired_time: 3.3012301922, propagate_forward_time: 112.7323226929, propagate_backward_time: 174.5260314941, weight_update_time: 0.2747748494, other_time: 4.3267211914
epoch time: 23.6851310730s, input_fired_time: 0.4421103597, output_fired_time: 0.0000000000, propagate_forward_time: 22.4715213776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7714996338
validation[          , genome  8335] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       521.33234, best error:       481.78909 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 300.0626525879s, input_fired_time: 3.6310532093, output_fired_time: 3.3097164631, propagate_forward_time: 113.2857360840, propagate_backward_time: 175.4589538574, weight_update_time: 0.2799139321, other_time: 4.3771972656
epoch time: 23.8573513031s, input_fired_time: 0.4466484785, output_fired_time: 0.0000000000, propagate_forward_time: 22.6358623505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7748413086
validation[          , genome  8335] predictions:    9846/  10000 (98.46%), best:    9859/10000 (98.59%), error:       504.04031, best error:       481.78909 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 299.0187377930s, input_fired_time: 3.6868283749, output_fired_time: 3.2886955738, propagate_forward_time: 112.8378143311, propagate_backward_time: 174.6912078857, weight_update_time: 0.2825464010, other_time: 4.5141906738
epoch time: 23.8524475098s, input_fired_time: 0.4534461200, output_fired_time: 0.0000000000, propagate_forward_time: 22.5948429108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8041591644
validation[          , genome  8335] predictions:    9860/  10000 (98.60%), best:    9859/10000 (98.59%), error:       483.04099, best error:       481.78909 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 298.9273986816s, input_fired_time: 3.6606850624, output_fired_time: 3.2966661453, propagate_forward_time: 112.8025817871, propagate_backward_time: 174.7072143555, weight_update_time: 0.2810621262, other_time: 4.4602661133
epoch time: 23.9060268402s, input_fired_time: 0.4537805617, output_fired_time: 0.0000000000, propagate_forward_time: 22.6472549438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8049907684
validation[          , genome  8335] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       480.55283, best error:       480.55283 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 298.7182312012s, input_fired_time: 3.5974645615, output_fired_time: 3.2917120457, propagate_forward_time: 113.0056915283, propagate_backward_time: 174.5168762207, weight_update_time: 0.2737142444, other_time: 4.3064727783
epoch time: 23.8429908752s, input_fired_time: 0.4482152462, output_fired_time: 0.0000000000, propagate_forward_time: 22.6211013794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7736740112
validation[          , genome  8335] predictions:    9846/  10000 (98.46%), best:    9858/10000 (98.58%), error:       537.40027, best error:       480.55283 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 298.6296386719s, input_fired_time: 3.6070125103, output_fired_time: 3.2875468731, propagate_forward_time: 112.8334732056, propagate_backward_time: 174.5812072754, weight_update_time: 0.2769086361, other_time: 4.3204040527
epoch time: 23.7953281403s, input_fired_time: 0.4470029771, output_fired_time: 0.0000000000, propagate_forward_time: 22.5747222900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7736034393
validation[          , genome  8335] predictions:    9827/  10000 (98.27%), best:    9858/10000 (98.58%), error:       529.76984, best error:       480.55283 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 299.2165222168s, input_fired_time: 3.6882674694, output_fired_time: 3.2978165150, propagate_forward_time: 112.9411849976, propagate_backward_time: 174.7708282471, weight_update_time: 0.2847151160, other_time: 4.5184173584
epoch time: 23.9026603699s, input_fired_time: 0.4514607191, output_fired_time: 0.0000000000, propagate_forward_time: 22.6462421417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8049583435
validation[          , genome  8335] predictions:    9838/  10000 (98.38%), best:    9858/10000 (98.58%), error:       523.00647, best error:       480.55283 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 300.2157287598s, input_fired_time: 3.6892554760, output_fired_time: 3.3089306355, propagate_forward_time: 113.4096450806, propagate_backward_time: 175.2977752686, weight_update_time: 0.2847812772, other_time: 4.5101165771
epoch time: 23.9666175842s, input_fired_time: 0.4534756839, output_fired_time: 0.0000000000, propagate_forward_time: 22.7052078247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8079338074
validation[          , genome  8335] predictions:    9831/  10000 (98.31%), best:    9858/10000 (98.58%), error:       530.99329, best error:       480.55283 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 299.0325622559s, input_fired_time: 3.6193447113, output_fired_time: 3.2893230915, propagate_forward_time: 113.0921630859, propagate_backward_time: 174.6900787354, weight_update_time: 0.2788834572, other_time: 4.3416290283
epoch time: 23.5826072693s, input_fired_time: 0.4441610873, output_fired_time: 0.0000000000, propagate_forward_time: 22.3691501617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7692966461
validation[          , genome  8335] predictions:    9832/  10000 (98.32%), best:    9858/10000 (98.58%), error:       571.75006, best error:       480.55283 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 298.8630981445s, input_fired_time: 3.6850540638, output_fired_time: 3.2941534519, propagate_forward_time: 112.7537689209, propagate_backward_time: 174.6195678711, weight_update_time: 0.2847410142, other_time: 4.5105438232
epoch time: 23.8495178223s, input_fired_time: 0.4535210133, output_fired_time: 0.0000000000, propagate_forward_time: 22.5911083221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8048877716
validation[          , genome  8335] predictions:    9845/  10000 (98.45%), best:    9858/10000 (98.58%), error:       504.59827, best error:       480.55283 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 299.3031005859s, input_fired_time: 3.6061508656, output_fired_time: 3.3035430908, propagate_forward_time: 113.0020141602, propagate_backward_time: 175.0830383301, weight_update_time: 0.2784880698, other_time: 4.3083801270
epoch time: 23.7579383850s, input_fired_time: 0.4455886781, output_fired_time: 0.0000000000, propagate_forward_time: 22.5417232513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7706260681
validation[          , genome  8335] predictions:    9843/  10000 (98.43%), best:    9858/10000 (98.58%), error:       523.65326, best error:       480.55283 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 299.0284118652s, input_fired_time: 3.6185383797, output_fired_time: 3.2938528061, propagate_forward_time: 113.0344467163, propagate_backward_time: 174.7508239746, weight_update_time: 0.2786726356, other_time: 4.3307495117
epoch time: 23.6296977997s, input_fired_time: 0.4456171691, output_fired_time: 0.0000000000, propagate_forward_time: 22.4102401733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7738399506
validation[          , genome  8335] predictions:    9842/  10000 (98.42%), best:    9858/10000 (98.58%), error:       531.80011, best error:       480.55283 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 300.0110168457s, input_fired_time: 3.6719985008, output_fired_time: 3.3054239750, propagate_forward_time: 113.3566131592, propagate_backward_time: 175.2284088135, weight_update_time: 0.2846854925, other_time: 4.4485778809
epoch time: 23.8258247375s, input_fired_time: 0.4566412270, output_fired_time: 0.0000000000, propagate_forward_time: 22.5662860870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8028964996
validation[          , genome  8335] predictions:    9848/  10000 (98.48%), best:    9858/10000 (98.58%), error:       512.70935, best error:       480.55283 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 299.3173522949s, input_fired_time: 3.6916735172, output_fired_time: 3.3005197048, propagate_forward_time: 112.8200454712, propagate_backward_time: 174.9850311279, weight_update_time: 0.2872144282, other_time: 4.5200958252
epoch time: 23.9823055267s, input_fired_time: 0.4573981762, output_fired_time: 0.0000000000, propagate_forward_time: 22.7195892334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8053188324
validation[          , genome  8335] predictions:    9832/  10000 (98.32%), best:    9858/10000 (98.58%), error:       529.88721, best error:       480.55283 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 299.3039855957s, input_fired_time: 3.6088147163, output_fired_time: 3.3042225838, propagate_forward_time: 112.9757766724, propagate_backward_time: 175.0919494629, weight_update_time: 0.2819323540, other_time: 4.3232116699
epoch time: 24.0591793060s, input_fired_time: 0.4458129704, output_fired_time: 0.0000000000, propagate_forward_time: 22.8398265839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7735404968
validation[          , genome  8335] predictions:    9848/  10000 (98.48%), best:    9858/10000 (98.58%), error:       527.15509, best error:       480.55283 on epoch:    89, 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: 119.1667785645s, input_fired_time: 2.2402770519, output_fired_time: 0.0000000000, propagate_forward_time: 113.0033111572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9231872559
best training[          , genome  8335] predictions:   49969/  50000 (99.94%), best:    9858/10000 (98.58%), error:       426.75314, best error:       480.55283 on epoch:    89, 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: 23.8344841003s, input_fired_time: 0.4442293942, output_fired_time: 0.0000000000, propagate_forward_time: 22.6149597168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7752952576
   testing[          , genome  8335] predictions:    9849/  10000 (98.49%), best:    9858/10000 (98.58%), error:       464.11246, best error:       480.55283 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:28:05 (3960): called boinc_finish(0)

</stderr_txt>
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