Nameexact_genome_1512568488_41_3154_0
Workunit2587026
Created7 Dec 2017, 3:18:56 UTC
Sent7 Dec 2017, 3:24:06 UTC
Report deadline10 Dec 2017, 23:17:13 UTC
Received8 Dec 2017, 0:18:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 27 min 20 sec
CPU time1 hours 27 min 20 sec
Validate stateValid
Credit957.14
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.82 MB
Peak swap size150.60 MB
Peak disk usage0.90 MB

Stderr output

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

epoch time: 44.5351982117s, input_fired_time: 0.4870617390, output_fired_time: 0.3119664788, propagate_forward_time: 17.3491115570, propagate_backward_time: 24.8093852997, weight_update_time: 0.0639084429, other_time: 1.5776748657
epoch time: 3.6953246593s, input_fired_time: 0.0534519404, output_fired_time: 0.0000000000, propagate_forward_time: 3.3582563400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2836163044
validation[          , genome  3154] predictions:    9499/  10000 (94.99%), best:    9524/10000 (95.24%), error:      1666.74951, best error:      1639.27832 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 49.3071060181s, input_fired_time: 0.5154020190, output_fired_time: 0.3374470770, propagate_forward_time: 19.2457828522, propagate_backward_time: 27.4476776123, weight_update_time: 0.0701902732, other_time: 1.7607936859
epoch time: 3.6955192089s, input_fired_time: 0.0531701967, output_fired_time: 0.0000000000, propagate_forward_time: 3.3693900108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729589939
validation[          , genome  3154] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1624.66309, best error:      1624.66309 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 44.8613052368s, input_fired_time: 0.4900312126, output_fired_time: 0.3128903508, propagate_forward_time: 17.4421615601, propagate_backward_time: 24.9874134064, weight_update_time: 0.0639917776, other_time: 1.6288089752
epoch time: 4.3771610260s, input_fired_time: 0.0613008887, output_fired_time: 0.0000000000, propagate_forward_time: 4.0039577484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119025230
validation[          , genome  3154] predictions:    9516/  10000 (95.16%), best:    9518/10000 (95.18%), error:      1653.70569, best error:      1624.66309 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 46.7731475830s, input_fired_time: 0.5117157102, output_fired_time: 0.3246183693, propagate_forward_time: 18.2638111115, propagate_backward_time: 25.9964122772, weight_update_time: 0.0664200410, other_time: 1.6765899658
epoch time: 4.0117754936s, input_fired_time: 0.0565778613, output_fired_time: 0.0000000000, propagate_forward_time: 3.6632246971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919728756
validation[          , genome  3154] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1602.22986, best error:      1602.22986 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 47.0396232605s, input_fired_time: 0.5113797188, output_fired_time: 0.3235691488, propagate_forward_time: 18.3048343658, propagate_backward_time: 26.2063102722, weight_update_time: 0.0666755438, other_time: 1.6935291290
epoch time: 3.7351493835s, input_fired_time: 0.0537264608, output_fired_time: 0.0000000000, propagate_forward_time: 3.4058578014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755651474
validation[          , genome  3154] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1596.74268, best error:      1596.74268 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 49.7128486633s, input_fired_time: 0.5176660419, output_fired_time: 0.3398105502, propagate_forward_time: 19.4612369537, propagate_backward_time: 27.6726722717, weight_update_time: 0.0693534464, other_time: 1.7214641571
epoch time: 3.6781508923s, input_fired_time: 0.0532964841, output_fired_time: 0.0000000000, propagate_forward_time: 3.3566141129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682402134
validation[          , genome  3154] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1551.01709, best error:      1551.01709 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.1861724854s, input_fired_time: 0.5253630280, output_fired_time: 0.3528133929, propagate_forward_time: 20.0725955963, propagate_backward_time: 28.4757919312, weight_update_time: 0.0716754049, other_time: 1.7596073151
epoch time: 3.6560022831s, input_fired_time: 0.0536670759, output_fired_time: 0.0000000000, propagate_forward_time: 3.3366854191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656497955
validation[          , genome  3154] predictions:    9488/  10000 (94.88%), best:    9540/10000 (95.40%), error:      1767.90637, best error:      1551.01709 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 44.2071571350s, input_fired_time: 0.4823589027, output_fired_time: 0.3111890554, propagate_forward_time: 17.1624317169, propagate_backward_time: 24.7084598541, weight_update_time: 0.0625114292, other_time: 1.5427207947
epoch time: 3.7466926575s, input_fired_time: 0.0537974127, output_fired_time: 0.0000000000, propagate_forward_time: 3.4218537807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710413933
validation[          , genome  3154] predictions:    9551/  10000 (95.51%), best:    9540/10000 (95.40%), error:      1559.15405, best error:      1551.01709 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 44.2400093079s, input_fired_time: 0.4805823863, output_fired_time: 0.3097813129, propagate_forward_time: 17.1532516479, propagate_backward_time: 24.7523975372, weight_update_time: 0.0625490919, other_time: 1.5439968109
epoch time: 4.8721289635s, input_fired_time: 0.0652992129, output_fired_time: 0.0000000000, propagate_forward_time: 4.4673523903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394775391
validation[          , genome  3154] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1568.13574, best error:      1551.01709 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 46.4129791260s, input_fired_time: 0.4971389771, output_fired_time: 0.3210259080, propagate_forward_time: 18.1270027161, propagate_backward_time: 25.8458404541, weight_update_time: 0.0654240027, other_time: 1.6219711304
epoch time: 3.7545349598s, input_fired_time: 0.0562842898, output_fired_time: 0.0000000000, propagate_forward_time: 3.4092602730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889904976
validation[          , genome  3154] predictions:    9535/  10000 (95.35%), best:    9540/10000 (95.40%), error:      1635.15613, best error:      1551.01709 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 47.0808334351s, input_fired_time: 0.5016821623, output_fired_time: 0.3273774981, propagate_forward_time: 18.3775329590, propagate_backward_time: 26.2409458160, weight_update_time: 0.0664787740, other_time: 1.6332950592
epoch time: 3.7444047928s, input_fired_time: 0.0528389476, output_fired_time: 0.0000000000, propagate_forward_time: 3.4189755917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2725901604
validation[          , genome  3154] predictions:    9529/  10000 (95.29%), best:    9540/10000 (95.40%), error:      1581.62134, best error:      1551.01709 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 45.7065238953s, input_fired_time: 0.4950735569, output_fired_time: 0.3209965229, propagate_forward_time: 17.8070850372, propagate_backward_time: 25.5042114258, weight_update_time: 0.0643200725, other_time: 1.5791568756
epoch time: 3.6826765537s, input_fired_time: 0.0526935607, output_fired_time: 0.0000000000, propagate_forward_time: 3.3637907505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661921978
validation[          , genome  3154] predictions:    9500/  10000 (95.00%), best:    9540/10000 (95.40%), error:      1673.81128, best error:      1551.01709 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 43.7120323181s, input_fired_time: 0.4802701771, output_fired_time: 0.3075000346, propagate_forward_time: 16.9611530304, propagate_backward_time: 24.4548091888, weight_update_time: 0.0613263771, other_time: 1.5083007812
epoch time: 3.7678911686s, input_fired_time: 0.0556382537, output_fired_time: 0.0000000000, propagate_forward_time: 3.4312162399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2810366154
validation[          , genome  3154] predictions:    9531/  10000 (95.31%), best:    9540/10000 (95.40%), error:      1596.55078, best error:      1551.01709 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 50.3992309570s, input_fired_time: 0.5196989775, output_fired_time: 0.3447956145, propagate_forward_time: 19.6827278137, propagate_backward_time: 28.1357936859, weight_update_time: 0.0707695708, other_time: 1.7162151337
epoch time: 5.3929781914s, input_fired_time: 0.0708830953, output_fired_time: 0.0000000000, propagate_forward_time: 4.9518647194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702301979
validation[          , genome  3154] predictions:    9543/  10000 (95.43%), best:    9540/10000 (95.40%), error:      1584.16760, best error:      1551.01709 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 46.3460464478s, input_fired_time: 0.4973881841, output_fired_time: 0.3230722547, propagate_forward_time: 18.0528755188, propagate_backward_time: 25.8629035950, weight_update_time: 0.0652946681, other_time: 1.6098098755
epoch time: 5.4005866051s, input_fired_time: 0.0720127970, output_fired_time: 0.0000000000, propagate_forward_time: 4.9584999084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700737953
validation[          , genome  3154] predictions:    9557/  10000 (95.57%), best:    9557/10000 (95.57%), error:      1529.20642, best error:      1529.20642 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 45.6959304810s, input_fired_time: 0.4957396388, output_fired_time: 0.3183498085, propagate_forward_time: 17.8238468170, propagate_backward_time: 25.4829692841, weight_update_time: 0.0644179657, other_time: 1.5750274658
epoch time: 3.6959676743s, input_fired_time: 0.0536016934, output_fired_time: 0.0000000000, propagate_forward_time: 3.3760259151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663400173
validation[          , genome  3154] predictions:    9539/  10000 (95.39%), best:    9557/10000 (95.57%), error:      1557.52332, best error:      1529.20642 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 44.0653610229s, input_fired_time: 0.4861662090, output_fired_time: 0.3079274893, propagate_forward_time: 17.1325969696, propagate_backward_time: 24.5989379883, weight_update_time: 0.0624676794, other_time: 1.5397319794
epoch time: 3.7601842880s, input_fired_time: 0.0553075187, output_fired_time: 0.0000000000, propagate_forward_time: 3.4325177670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723588943
validation[          , genome  3154] predictions:    9445/  10000 (94.45%), best:    9557/10000 (95.57%), error:      1767.14929, best error:      1529.20642 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 45.0803604126s, input_fired_time: 0.4927867651, output_fired_time: 0.3141252100, propagate_forward_time: 17.5461673737, propagate_backward_time: 25.1717090607, weight_update_time: 0.0634513870, other_time: 1.5555725098
epoch time: 3.8458848000s, input_fired_time: 0.0558091141, output_fired_time: 0.0000000000, propagate_forward_time: 3.5145983696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2754774094
validation[          , genome  3154] predictions:    9519/  10000 (95.19%), best:    9557/10000 (95.57%), error:      1606.66040, best error:      1529.20642 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.3371429443s, input_fired_time: 0.5333200097, output_fired_time: 0.3505098820, propagate_forward_time: 20.1336898804, propagate_backward_time: 28.5640907288, weight_update_time: 0.0721402615, other_time: 1.7555313110
epoch time: 3.6450860500s, input_fired_time: 0.0534631871, output_fired_time: 0.0000000000, propagate_forward_time: 3.3265969753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2650258541
validation[          , genome  3154] predictions:    9557/  10000 (95.57%), best:    9557/10000 (95.57%), error:      1470.10413, best error:      1470.10413 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 48.9757041931s, input_fired_time: 0.5176165104, output_fired_time: 0.3376356661, propagate_forward_time: 19.1704025269, propagate_backward_time: 27.2852916718, weight_update_time: 0.0688473806, other_time: 1.6647586823
epoch time: 3.7198193073s, input_fired_time: 0.0566515625, output_fired_time: 0.0000000000, propagate_forward_time: 3.3835029602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796647549
validation[          , genome  3154] predictions:    9550/  10000 (95.50%), best:    9557/10000 (95.57%), error:      1553.56909, best error:      1470.10413 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 43.5164299011s, input_fired_time: 0.4847237170, output_fired_time: 0.3052557409, propagate_forward_time: 16.8707790375, propagate_backward_time: 24.3454494476, weight_update_time: 0.0611940436, other_time: 1.5102233887
epoch time: 3.7264900208s, input_fired_time: 0.0538672507, output_fired_time: 0.0000000000, propagate_forward_time: 3.4072542191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653684616
validation[          , genome  3154] predictions:    9537/  10000 (95.37%), best:    9557/10000 (95.57%), error:      1497.09094, best error:      1470.10413 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 46.8597450256s, input_fired_time: 0.5038510561, output_fired_time: 0.3259778321, propagate_forward_time: 18.2557506561, propagate_backward_time: 26.1603851318, weight_update_time: 0.0658395961, other_time: 1.6137790680
epoch time: 3.8404107094s, input_fired_time: 0.0558363646, output_fired_time: 0.0000000000, propagate_forward_time: 3.5058658123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787084579
validation[          , genome  3154] predictions:    9517/  10000 (95.17%), best:    9557/10000 (95.57%), error:      1589.82202, best error:      1470.10413 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 45.5948181152s, input_fired_time: 0.4977861941, output_fired_time: 0.3172224164, propagate_forward_time: 17.7754859924, propagate_backward_time: 25.4251861572, weight_update_time: 0.0642179698, other_time: 1.5791358948
epoch time: 3.7671809196s, input_fired_time: 0.0552272461, output_fired_time: 0.0000000000, propagate_forward_time: 3.4370429516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749106884
validation[          , genome  3154] predictions:    9488/  10000 (94.88%), best:    9557/10000 (95.57%), error:      1709.21008, best error:      1470.10413 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 43.6871948242s, input_fired_time: 0.4865059555, output_fired_time: 0.3077685237, propagate_forward_time: 16.9177131653, propagate_backward_time: 24.4512577057, weight_update_time: 0.0618236847, other_time: 1.5239467621
epoch time: 3.7031285763s, input_fired_time: 0.0542317219, output_fired_time: 0.0000000000, propagate_forward_time: 3.3848514557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640454769
validation[          , genome  3154] predictions:    9583/  10000 (95.83%), best:    9583/10000 (95.83%), error:      1428.12866, best error:      1428.12866 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.0067901611s, input_fired_time: 0.5343862176, output_fired_time: 0.3553457856, propagate_forward_time: 20.3667297363, propagate_backward_time: 28.9860782623, weight_update_time: 0.0731586069, other_time: 1.7642498016
epoch time: 4.1555356979s, input_fired_time: 0.0585562661, output_fired_time: 0.0000000000, propagate_forward_time: 3.8032608032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2937188148
validation[          , genome  3154] predictions:    9532/  10000 (95.32%), best:    9583/10000 (95.83%), error:      1549.23193, best error:      1428.12866 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.1588287354s, input_fired_time: 0.5298659801, output_fired_time: 0.3490784764, propagate_forward_time: 20.0445461273, propagate_backward_time: 28.4778537750, weight_update_time: 0.0725134909, other_time: 1.7574844360
epoch time: 3.8940722942s, input_fired_time: 0.0563820340, output_fired_time: 0.0000000000, propagate_forward_time: 3.5575983524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800920010
validation[          , genome  3154] predictions:    9546/  10000 (95.46%), best:    9583/10000 (95.83%), error:      1512.23083, best error:      1428.12866 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 46.7537765503s, input_fired_time: 0.5071800947, output_fired_time: 0.3243806362, propagate_forward_time: 18.2318572998, propagate_backward_time: 26.0597820282, weight_update_time: 0.0651401058, other_time: 1.6305789948
epoch time: 3.7084791660s, input_fired_time: 0.0546427928, output_fired_time: 0.0000000000, propagate_forward_time: 3.3828310966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710053921
validation[          , genome  3154] predictions:    9547/  10000 (95.47%), best:    9583/10000 (95.83%), error:      1494.92480, best error:      1428.12866 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 47.1381187439s, input_fired_time: 0.5097818971, output_fired_time: 0.3264917433, propagate_forward_time: 18.3681926727, propagate_backward_time: 26.2862987518, weight_update_time: 0.0663508773, other_time: 1.6473541260
epoch time: 3.5315015316s, input_fired_time: 0.0525615737, output_fired_time: 0.0000000000, propagate_forward_time: 3.2188181877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601218224
validation[          , genome  3154] predictions:    9515/  10000 (95.15%), best:    9583/10000 (95.83%), error:      1608.38733, best error:      1428.12866 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 45.6737365723s, input_fired_time: 0.5017876625, output_fired_time: 0.3208538294, propagate_forward_time: 17.8321228027, propagate_backward_time: 25.4227561951, weight_update_time: 0.0637558401, other_time: 1.5962142944
epoch time: 3.7196061611s, input_fired_time: 0.0556163378, output_fired_time: 0.0000000000, propagate_forward_time: 3.3940830231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699067593
validation[          , genome  3154] predictions:    9480/  10000 (94.80%), best:    9583/10000 (95.83%), error:      1691.14038, best error:      1428.12866 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 47.6800918579s, input_fired_time: 0.5115392208, output_fired_time: 0.3298372030, propagate_forward_time: 18.6264171600, propagate_backward_time: 26.5713672638, weight_update_time: 0.0668392330, other_time: 1.6409301758
epoch time: 5.4091548920s, input_fired_time: 0.0796862245, output_fired_time: 0.0000000000, propagate_forward_time: 4.9560165405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734521866
validation[          , genome  3154] predictions:    9548/  10000 (95.48%), best:    9583/10000 (95.83%), error:      1510.97302, best error:      1428.12866 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 44.3533706665s, input_fired_time: 0.4959267974, output_fired_time: 0.3089309633, propagate_forward_time: 17.2275943756, propagate_backward_time: 24.7441787720, weight_update_time: 0.0627179220, other_time: 1.5767421722
epoch time: 4.3270134926s, input_fired_time: 0.0621671937, output_fired_time: 0.0000000000, propagate_forward_time: 3.9517848492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130614758
validation[          , genome  3154] predictions:    9594/  10000 (95.94%), best:    9583/10000 (95.83%), error:      1431.72156, best error:      1428.12866 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 50.0265998840s, input_fired_time: 0.5318992138, output_fired_time: 0.3512626886, propagate_forward_time: 19.5952835083, propagate_backward_time: 27.7857646942, weight_update_time: 0.0705755949, other_time: 1.7623920441
epoch time: 4.3546004295s, input_fired_time: 0.0623271167, output_fired_time: 0.0000000000, propagate_forward_time: 3.9830298424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092436790
validation[          , genome  3154] predictions:    9590/  10000 (95.90%), best:    9583/10000 (95.83%), error:      1463.04065, best error:      1428.12866 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.4569549561s, input_fired_time: 0.5204936862, output_fired_time: 0.3355384469, propagate_forward_time: 18.9300098419, propagate_backward_time: 26.9561042786, weight_update_time: 0.0687480643, other_time: 1.7148113251
epoch time: 5.1523189545s, input_fired_time: 0.0701627359, output_fired_time: 0.0000000000, propagate_forward_time: 4.7120041847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701519966
validation[          , genome  3154] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1406.53101, best error:      1406.53101 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 48.5488815308s, input_fired_time: 0.5198610425, output_fired_time: 0.3360303044, propagate_forward_time: 18.9136600494, propagate_backward_time: 27.0833606720, weight_update_time: 0.0686294660, other_time: 1.6959724426
epoch time: 3.7001566887s, input_fired_time: 0.0549971983, output_fired_time: 0.0000000000, propagate_forward_time: 3.3739967346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711627483
validation[          , genome  3154] predictions:    9563/  10000 (95.63%), best:    9594/10000 (95.94%), error:      1482.49402, best error:      1406.53101 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 50.3586578369s, input_fired_time: 0.5276667476, output_fired_time: 0.3440490067, propagate_forward_time: 19.7195262909, propagate_backward_time: 28.0113620758, weight_update_time: 0.0704526901, other_time: 1.7560539246
epoch time: 4.8255372047s, input_fired_time: 0.0656895936, output_fired_time: 0.0000000000, propagate_forward_time: 4.4270768166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327708244
validation[          , genome  3154] predictions:    9553/  10000 (95.53%), best:    9594/10000 (95.94%), error:      1550.31616, best error:      1406.53101 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 44.3778305054s, input_fired_time: 0.4912313819, output_fired_time: 0.3161629140, propagate_forward_time: 17.2764816284, propagate_backward_time: 24.7624454498, weight_update_time: 0.0627803132, other_time: 1.5315113068
epoch time: 3.8347022533s, input_fired_time: 0.0558553040, output_fired_time: 0.0000000000, propagate_forward_time: 3.5033006668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755463123
validation[          , genome  3154] predictions:    9546/  10000 (95.46%), best:    9594/10000 (95.94%), error:      1513.40173, best error:      1406.53101 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 51.9467773438s, input_fired_time: 0.5353582501, output_fired_time: 0.3538779616, propagate_forward_time: 20.3856105804, propagate_backward_time: 28.9200916290, weight_update_time: 0.0728556663, other_time: 1.7518386841
epoch time: 3.7331638336s, input_fired_time: 0.0544472486, output_fired_time: 0.0000000000, propagate_forward_time: 3.4070148468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2717018127
validation[          , genome  3154] predictions:    9582/  10000 (95.82%), best:    9594/10000 (95.94%), error:      1442.91455, best error:      1406.53101 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 45.5032653809s, input_fired_time: 0.5036274195, output_fired_time: 0.3163194358, propagate_forward_time: 17.7458114624, propagate_backward_time: 25.3453159332, weight_update_time: 0.0642950460, other_time: 1.5921916962
epoch time: 3.7638580799s, input_fired_time: 0.0544959828, output_fired_time: 0.0000000000, propagate_forward_time: 3.4345872402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747747898
validation[          , genome  3154] predictions:    9559/  10000 (95.59%), best:    9594/10000 (95.94%), error:      1465.87109, best error:      1406.53101 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.5298728943s, input_fired_time: 0.5321334004, output_fired_time: 0.3514544070, propagate_forward_time: 20.1958637238, propagate_backward_time: 28.7312259674, weight_update_time: 0.0715172291, other_time: 1.7191925049
epoch time: 4.6084747314s, input_fired_time: 0.0642769262, output_fired_time: 0.0000000000, propagate_forward_time: 4.2139592171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302388191
validation[          , genome  3154] predictions:    9575/  10000 (95.75%), best:    9594/10000 (95.94%), error:      1438.05249, best error:      1406.53101 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.9562530518s, input_fired_time: 0.5371792912, output_fired_time: 0.3531641066, propagate_forward_time: 20.3512458801, propagate_backward_time: 28.9666957855, weight_update_time: 0.0723176748, other_time: 1.7479686737
epoch time: 5.2492661476s, input_fired_time: 0.0706912875, output_fired_time: 0.0000000000, propagate_forward_time: 4.8206925392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578824997
validation[          , genome  3154] predictions:    9574/  10000 (95.74%), best:    9594/10000 (95.94%), error:      1449.83740, best error:      1406.53101 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 49.1338729858s, input_fired_time: 0.5214730501, output_fired_time: 0.3391397595, propagate_forward_time: 19.1868915558, propagate_backward_time: 27.4105415344, weight_update_time: 0.0693277493, other_time: 1.6758289337
epoch time: 3.8450691700s, input_fired_time: 0.0583645664, output_fired_time: 0.0000000000, propagate_forward_time: 3.5076973438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790071964
validation[          , genome  3154] predictions:    9597/  10000 (95.97%), best:    9597/10000 (95.97%), error:      1397.79150, best error:      1397.79150 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 43.4976577759s, input_fired_time: 0.4865055978, output_fired_time: 0.3072634339, propagate_forward_time: 16.9002780914, propagate_backward_time: 24.2925472260, weight_update_time: 0.0615333058, other_time: 1.5110626221
epoch time: 3.7500362396s, input_fired_time: 0.0555482730, output_fired_time: 0.0000000000, propagate_forward_time: 3.4230268002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714612484
validation[          , genome  3154] predictions:    9502/  10000 (95.02%), best:    9597/10000 (95.97%), error:      1621.97461, best error:      1397.79150 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 43.9779701233s, input_fired_time: 0.4913329482, output_fired_time: 0.3084585667, propagate_forward_time: 17.1345634460, propagate_backward_time: 24.5240039825, weight_update_time: 0.0620551333, other_time: 1.5196094513
epoch time: 3.8167388439s, input_fired_time: 0.0555261970, output_fired_time: 0.0000000000, propagate_forward_time: 3.4884219170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727906704
validation[          , genome  3154] predictions:    9550/  10000 (95.50%), best:    9597/10000 (95.97%), error:      1494.04712, best error:      1397.79150 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 48.1377449036s, input_fired_time: 0.5179780126, output_fired_time: 0.3327372670, propagate_forward_time: 18.7944564819, propagate_backward_time: 26.8522815704, weight_update_time: 0.0677306131, other_time: 1.6402912140
epoch time: 3.9264438152s, input_fired_time: 0.0581150912, output_fired_time: 0.0000000000, propagate_forward_time: 3.5879983902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803304195
validation[          , genome  3154] predictions:    9575/  10000 (95.75%), best:    9597/10000 (95.97%), error:      1432.61694, best error:      1397.79150 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 51.8737602234s, input_fired_time: 0.5377768278, output_fired_time: 0.3564663231, propagate_forward_time: 20.3256950378, propagate_backward_time: 28.9061565399, weight_update_time: 0.0725390166, other_time: 1.7476634979
epoch time: 4.1354050636s, input_fired_time: 0.0595340282, output_fired_time: 0.0000000000, propagate_forward_time: 3.7863981724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894728184
validation[          , genome  3154] predictions:    9583/  10000 (95.83%), best:    9597/10000 (95.97%), error:      1415.21533, best error:      1397.79150 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 43.6607093811s, input_fired_time: 0.4888032079, output_fired_time: 0.3041338325, propagate_forward_time: 16.9561920166, propagate_backward_time: 24.4046154022, weight_update_time: 0.0616352223, other_time: 1.5069637299
epoch time: 3.6434674263s, input_fired_time: 0.0532830134, output_fired_time: 0.0000000000, propagate_forward_time: 3.3280553818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621290684
validation[          , genome  3154] predictions:    9587/  10000 (95.87%), best:    9587/10000 (95.87%), error:      1387.76111, best error:      1387.76111 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 47.6781120300s, input_fired_time: 0.5196223259, output_fired_time: 0.3285471499, propagate_forward_time: 18.5651912689, propagate_backward_time: 26.6078472137, weight_update_time: 0.0685088634, other_time: 1.6569023132
epoch time: 3.7909579277s, input_fired_time: 0.0575528257, output_fired_time: 0.0000000000, propagate_forward_time: 3.4607815742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726235390
validation[          , genome  3154] predictions:    9563/  10000 (95.63%), best:    9587/10000 (95.87%), error:      1445.90076, best error:      1387.76111 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 44.2457923889s, input_fired_time: 0.4928123355, output_fired_time: 0.3114461601, propagate_forward_time: 17.1810283661, propagate_backward_time: 24.7301597595, weight_update_time: 0.0626141578, other_time: 1.5303440094
epoch time: 3.7074728012s, input_fired_time: 0.0561431311, output_fired_time: 0.0000000000, propagate_forward_time: 3.3818154335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695143223
validation[          , genome  3154] predictions:    9582/  10000 (95.82%), best:    9587/10000 (95.87%), error:      1457.14404, best error:      1387.76111 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.8594207764s, input_fired_time: 0.5526740551, output_fired_time: 0.3650578856, propagate_forward_time: 21.1769962311, propagate_backward_time: 29.9338016510, weight_update_time: 0.0761087537, other_time: 1.8308906555
epoch time: 3.7118344307s, input_fired_time: 0.0558927953, output_fired_time: 0.0000000000, propagate_forward_time: 3.3868241310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691175938
validation[          , genome  3154] predictions:    9558/  10000 (95.58%), best:    9587/10000 (95.87%), error:      1462.42981, best error:      1387.76111 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 44.3799896240s, input_fired_time: 0.4999259114, output_fired_time: 0.3125892282, propagate_forward_time: 17.2344074249, propagate_backward_time: 24.7954139709, weight_update_time: 0.0627518669, other_time: 1.5376529694
epoch time: 3.7235689163s, input_fired_time: 0.0565176047, output_fired_time: 0.0000000000, propagate_forward_time: 3.3957941532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712571621
validation[          , genome  3154] predictions:    9548/  10000 (95.48%), best:    9587/10000 (95.87%), error:      1528.48218, best error:      1387.76111 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.9543151855s, input_fired_time: 0.5240999460, output_fired_time: 0.3357568085, propagate_forward_time: 19.2053108215, propagate_backward_time: 27.2164916992, weight_update_time: 0.0692310408, other_time: 1.6726531982
epoch time: 3.8183026314s, input_fired_time: 0.0568173826, output_fired_time: 0.0000000000, propagate_forward_time: 3.4909949303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2704904079
validation[          , genome  3154] predictions:    9546/  10000 (95.46%), best:    9587/10000 (95.87%), error:      1503.69263, best error:      1387.76111 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 43.5252456665s, input_fired_time: 0.4892814159, output_fired_time: 0.3054594994, propagate_forward_time: 16.9327392578, propagate_backward_time: 24.3052997589, weight_update_time: 0.0609400235, other_time: 1.4924678802
epoch time: 3.7632110119s, input_fired_time: 0.0555051789, output_fired_time: 0.0000000000, propagate_forward_time: 3.4360527992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716529369
validation[          , genome  3154] predictions:    9527/  10000 (95.27%), best:    9587/10000 (95.87%), error:      1598.86157, best error:      1387.76111 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 45.1291847229s, input_fired_time: 0.5009042621, output_fired_time: 0.3155311346, propagate_forward_time: 17.6197605133, propagate_backward_time: 25.1336517334, weight_update_time: 0.0629968718, other_time: 1.5593357086
epoch time: 3.6933808327s, input_fired_time: 0.0563582145, output_fired_time: 0.0000000000, propagate_forward_time: 3.3712441921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657785416
validation[          , genome  3154] predictions:    9566/  10000 (95.66%), best:    9587/10000 (95.87%), error:      1481.27661, best error:      1387.76111 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 44.0258255005s, input_fired_time: 0.4938310385, output_fired_time: 0.3098853230, propagate_forward_time: 17.0571918488, propagate_backward_time: 24.6117553711, weight_update_time: 0.0619935356, other_time: 1.5531597137
epoch time: 3.6155469418s, input_fired_time: 0.0552724823, output_fired_time: 0.0000000000, propagate_forward_time: 3.2977309227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625434399
validation[          , genome  3154] predictions:    9582/  10000 (95.82%), best:    9587/10000 (95.87%), error:      1448.10632, best error:      1387.76111 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 45.3748550415s, input_fired_time: 0.5052175522, output_fired_time: 0.3170416653, propagate_forward_time: 17.7482376099, propagate_backward_time: 25.1917819977, weight_update_time: 0.0715705082, other_time: 1.6125736237
epoch time: 5.4169111252s, input_fired_time: 0.0729936287, output_fired_time: 0.0000000000, propagate_forward_time: 4.9755325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683848381
validation[          , genome  3154] predictions:    9577/  10000 (95.77%), best:    9587/10000 (95.87%), error:      1412.67041, best error:      1387.76111 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 44.5337638855s, input_fired_time: 0.4982167482, output_fired_time: 0.3126085401, propagate_forward_time: 17.2983722687, propagate_backward_time: 24.8491764069, weight_update_time: 0.0623215958, other_time: 1.5753898621
epoch time: 3.6527998447s, input_fired_time: 0.0551515557, output_fired_time: 0.0000000000, propagate_forward_time: 3.3342096806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634387016
validation[          , genome  3154] predictions:    9563/  10000 (95.63%), best:    9587/10000 (95.87%), error:      1425.65417, best error:      1387.76111 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 46.2100791931s, input_fired_time: 0.5086897016, output_fired_time: 0.3223311007, propagate_forward_time: 18.0817642212, propagate_backward_time: 25.6685295105, weight_update_time: 0.0651324987, other_time: 1.6287651062
epoch time: 3.5221090317s, input_fired_time: 0.0541717783, output_fired_time: 0.0000000000, propagate_forward_time: 3.2112939358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566432953
validation[          , genome  3154] predictions:    9586/  10000 (95.86%), best:    9587/10000 (95.87%), error:      1407.24280, best error:      1387.76111 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 45.1582221985s, input_fired_time: 0.5023615360, output_fired_time: 0.3157120049, propagate_forward_time: 17.5629100800, propagate_backward_time: 25.1945533752, weight_update_time: 0.0637155175, other_time: 1.5826854706
epoch time: 3.8224217892s, input_fired_time: 0.0572925210, output_fired_time: 0.0000000000, propagate_forward_time: 3.4864706993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786586285
validation[          , genome  3154] predictions:    9511/  10000 (95.11%), best:    9587/10000 (95.87%), error:      1601.51477, best error:      1387.76111 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 46.6283454895s, input_fired_time: 0.5209486485, output_fired_time: 0.3231151402, propagate_forward_time: 18.2232704163, propagate_backward_time: 25.8844108582, weight_update_time: 0.0653667450, other_time: 1.6765975952
epoch time: 3.7015154362s, input_fired_time: 0.0564292111, output_fired_time: 0.0000000000, propagate_forward_time: 3.3722822666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728040218
validation[          , genome  3154] predictions:    9579/  10000 (95.79%), best:    9587/10000 (95.87%), error:      1421.19055, best error:      1387.76111 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 45.2443695068s, input_fired_time: 0.5058784485, output_fired_time: 0.3187445402, propagate_forward_time: 17.5929546356, propagate_backward_time: 25.2431526184, weight_update_time: 0.0632197931, other_time: 1.5836391449
epoch time: 3.7601859570s, input_fired_time: 0.0563680492, output_fired_time: 0.0000000000, propagate_forward_time: 3.4322273731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2715904713
validation[          , genome  3154] predictions:    9508/  10000 (95.08%), best:    9587/10000 (95.87%), error:      1545.80139, best error:      1387.76111 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 44.6388931274s, input_fired_time: 0.5022741556, output_fired_time: 0.3106308579, propagate_forward_time: 17.3954105377, propagate_backward_time: 24.8626174927, weight_update_time: 0.0631518513, other_time: 1.5679607391
epoch time: 3.7473642826s, input_fired_time: 0.0563051850, output_fired_time: 0.0000000000, propagate_forward_time: 3.4250948429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659642696
validation[          , genome  3154] predictions:    9570/  10000 (95.70%), best:    9587/10000 (95.87%), error:      1432.48401, best error:      1387.76111 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 45.7343673706s, input_fired_time: 0.5097128749, output_fired_time: 0.3190440536, propagate_forward_time: 17.8572368622, propagate_backward_time: 25.4672145844, weight_update_time: 0.0642905235, other_time: 1.5811614990
epoch time: 3.7565004826s, input_fired_time: 0.0583240911, output_fired_time: 0.0000000000, propagate_forward_time: 3.4228172302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753591537
validation[          , genome  3154] predictions:    9580/  10000 (95.80%), best:    9587/10000 (95.87%), error:      1420.31226, best error:      1387.76111 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 48.1005477905s, input_fired_time: 0.5210936069, output_fired_time: 0.3320649266, propagate_forward_time: 18.8320713043, propagate_backward_time: 26.7671833038, weight_update_time: 0.0674115345, other_time: 1.6481323242
epoch time: 3.5968732834s, input_fired_time: 0.0545180999, output_fired_time: 0.0000000000, propagate_forward_time: 3.2861654758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561898232
validation[          , genome  3154] predictions:    9543/  10000 (95.43%), best:    9587/10000 (95.87%), error:      1542.88318, best error:      1387.76111 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 55.5038299561s, input_fired_time: 0.5651485920, output_fired_time: 0.3770408332, propagate_forward_time: 21.8624038696, propagate_backward_time: 30.8637619019, weight_update_time: 0.0774020031, other_time: 1.8354759216
epoch time: 3.6325192451s, input_fired_time: 0.0542502962, output_fired_time: 0.0000000000, propagate_forward_time: 3.3164401054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618288994
validation[          , genome  3154] predictions:    9558/  10000 (95.58%), best:    9587/10000 (95.87%), error:      1505.26892, best error:      1387.76111 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 46.3258361816s, input_fired_time: 0.5128386021, output_fired_time: 0.3212544322, propagate_forward_time: 18.0554275513, propagate_backward_time: 25.8253307343, weight_update_time: 0.0654908866, other_time: 1.6109828949
epoch time: 3.6276588440s, input_fired_time: 0.0552036762, output_fired_time: 0.0000000000, propagate_forward_time: 3.3065073490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659478188
validation[          , genome  3154] predictions:    9584/  10000 (95.84%), best:    9584/10000 (95.84%), error:      1374.97961, best error:      1374.97961 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 44.1424598694s, input_fired_time: 0.4996390045, output_fired_time: 0.3082198799, propagate_forward_time: 17.1233596802, propagate_backward_time: 24.6884441376, weight_update_time: 0.0625755787, other_time: 1.5227985382
epoch time: 3.7296636105s, input_fired_time: 0.0580382831, output_fired_time: 0.0000000000, propagate_forward_time: 3.4023866653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692387104
validation[          , genome  3154] predictions:    9580/  10000 (95.80%), best:    9584/10000 (95.84%), error:      1441.24841, best error:      1374.97961 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.8417358398s, input_fired_time: 0.5446051955, output_fired_time: 0.3533014059, propagate_forward_time: 20.4179859161, propagate_backward_time: 28.8043613434, weight_update_time: 0.0722549260, other_time: 1.7214813232
epoch time: 5.3993363380s, input_fired_time: 0.0738468766, output_fired_time: 0.0000000000, propagate_forward_time: 4.9583134651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671760559
validation[          , genome  3154] predictions:    9565/  10000 (95.65%), best:    9584/10000 (95.84%), error:      1427.22937, best error:      1374.97961 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 49.2450408936s, input_fired_time: 0.5292363167, output_fired_time: 0.3384649158, propagate_forward_time: 19.2697048187, propagate_backward_time: 27.4536399841, weight_update_time: 0.0690182596, other_time: 1.6539936066
epoch time: 5.0560598373s, input_fired_time: 0.0694953725, output_fired_time: 0.0000000000, propagate_forward_time: 4.6397461891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468184471
validation[          , genome  3154] predictions:    9522/  10000 (95.22%), best:    9584/10000 (95.84%), error:      1558.85828, best error:      1374.97961 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.5028457642s, input_fired_time: 0.5510618091, output_fired_time: 0.3570110500, propagate_forward_time: 20.5913429260, propagate_backward_time: 29.2320919037, weight_update_time: 0.0741935968, other_time: 1.7713375092
epoch time: 3.8946945667s, input_fired_time: 0.0584863722, output_fired_time: 0.0000000000, propagate_forward_time: 3.5605123043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2756958008
validation[          , genome  3154] predictions:    9592/  10000 (95.92%), best:    9584/10000 (95.84%), error:      1389.84668, best error:      1374.97961 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 47.5162467957s, input_fired_time: 0.5206221342, output_fired_time: 0.3287389874, propagate_forward_time: 18.5014934540, propagate_backward_time: 26.5484085083, weight_update_time: 0.0667363331, other_time: 1.6169834137
epoch time: 3.6583535671s, input_fired_time: 0.0562831722, output_fired_time: 0.0000000000, propagate_forward_time: 3.3393707275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626996040
validation[          , genome  3154] predictions:    9562/  10000 (95.62%), best:    9584/10000 (95.84%), error:      1449.85474, best error:      1374.97961 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 43.7518234253s, input_fired_time: 0.4956681132, output_fired_time: 0.3077612519, propagate_forward_time: 16.9832744598, propagate_backward_time: 24.4775257111, weight_update_time: 0.0615020990, other_time: 1.4875946045
epoch time: 3.7781465054s, input_fired_time: 0.0579176992, output_fired_time: 0.0000000000, propagate_forward_time: 3.4509658813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692630291
validation[          , genome  3154] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1365.86694, best error:      1365.86694 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 44.4901847839s, input_fired_time: 0.5038489103, output_fired_time: 0.3106119335, propagate_forward_time: 17.3477935791, propagate_backward_time: 24.7940788269, weight_update_time: 0.0630620420, other_time: 1.5338516235
epoch time: 3.7465195656s, input_fired_time: 0.0580807999, output_fired_time: 0.0000000000, propagate_forward_time: 3.4196357727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688028812
validation[          , genome  3154] predictions:    9581/  10000 (95.81%), best:    9590/10000 (95.90%), error:      1405.67261, best error:      1365.86694 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 45.7148513794s, input_fired_time: 0.5107691288, output_fired_time: 0.3183205724, propagate_forward_time: 17.7762050629, propagate_backward_time: 25.5370674133, weight_update_time: 0.0645625219, other_time: 1.5724887848
epoch time: 3.7063872814s, input_fired_time: 0.0568638220, output_fired_time: 0.0000000000, propagate_forward_time: 3.3864023685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631211281
validation[          , genome  3154] predictions:    9550/  10000 (95.50%), best:    9590/10000 (95.90%), error:      1522.47229, best error:      1365.86694 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 48.6303977966s, input_fired_time: 0.5265257955, output_fired_time: 0.3355914354, propagate_forward_time: 18.9619541168, propagate_backward_time: 27.1488952637, weight_update_time: 0.0688539743, other_time: 1.6574306488
epoch time: 5.4067378044s, input_fired_time: 0.0764421597, output_fired_time: 0.0000000000, propagate_forward_time: 4.9607815742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695139885
validation[          , genome  3154] predictions:    9557/  10000 (95.57%), best:    9590/10000 (95.90%), error:      1460.11829, best error:      1365.86694 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.3282775879s, input_fired_time: 0.5312628746, output_fired_time: 0.3342063427, propagate_forward_time: 18.8505306244, propagate_backward_time: 26.9375610352, weight_update_time: 0.0691158548, other_time: 1.6747188568
epoch time: 5.4183893204s, input_fired_time: 0.0748030171, output_fired_time: 0.0000000000, propagate_forward_time: 4.9754137993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681726456
validation[          , genome  3154] predictions:    9573/  10000 (95.73%), best:    9590/10000 (95.90%), error:      1434.14685, best error:      1365.86694 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 49.2643394470s, input_fired_time: 0.5357435942, output_fired_time: 0.3390623927, propagate_forward_time: 19.3089008331, propagate_backward_time: 27.3967761993, weight_update_time: 0.0695492104, other_time: 1.6838569641
epoch time: 3.7430346012s, input_fired_time: 0.0586190261, output_fired_time: 0.0000000000, propagate_forward_time: 3.4177498817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666656971
validation[          , genome  3154] predictions:    9556/  10000 (95.56%), best:    9590/10000 (95.90%), error:      1486.42310, best error:      1365.86694 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 46.7131156921s, input_fired_time: 0.5172274113, output_fired_time: 0.3253896534, propagate_forward_time: 18.2007923126, propagate_backward_time: 26.0807552338, weight_update_time: 0.0657612011, other_time: 1.5889511108
epoch time: 3.7146911621s, input_fired_time: 0.0565372892, output_fired_time: 0.0000000000, propagate_forward_time: 3.3974187374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607350349
validation[          , genome  3154] predictions:    9548/  10000 (95.48%), best:    9590/10000 (95.90%), error:      1513.70630, best error:      1365.86694 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 54.8983268738s, input_fired_time: 0.5709712505, output_fired_time: 0.3721530735, propagate_forward_time: 21.5704669952, propagate_backward_time: 30.5304088593, weight_update_time: 0.0773759559, other_time: 1.8543262482
epoch time: 3.7702736855s, input_fired_time: 0.0578385368, output_fired_time: 0.0000000000, propagate_forward_time: 3.4462265968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662086487
validation[          , genome  3154] predictions:    9555/  10000 (95.55%), best:    9590/10000 (95.90%), error:      1458.68433, best error:      1365.86694 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 44.0836410522s, input_fired_time: 0.4994484782, output_fired_time: 0.3102950752, propagate_forward_time: 17.1221179962, propagate_backward_time: 24.6509704590, weight_update_time: 0.0617626905, other_time: 1.5008106232
epoch time: 3.7506623268s, input_fired_time: 0.0575146228, output_fired_time: 0.0000000000, propagate_forward_time: 3.4223463535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708013058
validation[          , genome  3154] predictions:    9570/  10000 (95.70%), best:    9590/10000 (95.90%), error:      1436.98523, best error:      1365.86694 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.9075393677s, input_fired_time: 0.5708750486, output_fired_time: 0.3711447418, propagate_forward_time: 21.6346702576, propagate_backward_time: 30.4772224426, weight_update_time: 0.0768053308, other_time: 1.8536300659
epoch time: 3.6703519821s, input_fired_time: 0.0571236126, output_fired_time: 0.0000000000, propagate_forward_time: 3.3511397839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620885372
validation[          , genome  3154] predictions:    9592/  10000 (95.92%), best:    9590/10000 (95.90%), error:      1421.97522, best error:      1365.86694 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.1527175903s, input_fired_time: 0.5347762704, output_fired_time: 0.3375305533, propagate_forward_time: 19.2625522614, propagate_backward_time: 27.3205623627, weight_update_time: 0.0688859299, other_time: 1.6972961426
epoch time: 3.7573535442s, input_fired_time: 0.0569880530, output_fired_time: 0.0000000000, propagate_forward_time: 3.4317476749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2686178684
validation[          , genome  3154] predictions:    9567/  10000 (95.67%), best:    9590/10000 (95.90%), error:      1436.16931, best error:      1365.86694 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 46.3624153137s, input_fired_time: 0.5154522061, output_fired_time: 0.3230437636, propagate_forward_time: 18.0124397278, propagate_backward_time: 25.8968029022, weight_update_time: 0.0656360760, other_time: 1.6146755219
epoch time: 3.8057155609s, input_fired_time: 0.0591987446, output_fired_time: 0.0000000000, propagate_forward_time: 3.4735281467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729885578
validation[          , genome  3154] predictions:    9581/  10000 (95.81%), best:    9590/10000 (95.90%), error:      1444.22400, best error:      1365.86694 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 45.0719947815s, input_fired_time: 0.5099851489, output_fired_time: 0.3143456280, propagate_forward_time: 17.5133457184, propagate_backward_time: 25.1623744965, weight_update_time: 0.0633988604, other_time: 1.5719413757
epoch time: 3.6021654606s, input_fired_time: 0.0564443655, output_fired_time: 0.0000000000, propagate_forward_time: 3.2848639488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608571053
validation[          , genome  3154] predictions:    9564/  10000 (95.64%), best:    9590/10000 (95.90%), error:      1478.94714, best error:      1365.86694 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 47.2515830994s, input_fired_time: 0.5248438716, output_fired_time: 0.3272539973, propagate_forward_time: 18.4311504364, propagate_backward_time: 26.3464946747, weight_update_time: 0.0664752498, other_time: 1.6218376160
epoch time: 3.6608066559s, input_fired_time: 0.0566556007, output_fired_time: 0.0000000000, propagate_forward_time: 3.3396842480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644667625
validation[          , genome  3154] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1403.43555, best error:      1365.86694 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 46.6604347229s, input_fired_time: 0.5273596048, output_fired_time: 0.3230825365, propagate_forward_time: 18.1540031433, propagate_backward_time: 26.0544853210, weight_update_time: 0.0654129311, other_time: 1.6015052795
epoch time: 3.8117914200s, input_fired_time: 0.0589802153, output_fired_time: 0.0000000000, propagate_forward_time: 3.4770295620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757816315
validation[          , genome  3154] predictions:    9580/  10000 (95.80%), best:    9590/10000 (95.90%), error:      1446.04004, best error:      1365.86694 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 48.0785713196s, input_fired_time: 0.5372008085, output_fired_time: 0.3317867219, propagate_forward_time: 18.8105125427, propagate_backward_time: 26.7451419830, weight_update_time: 0.0671986341, other_time: 1.6539287567
epoch time: 3.6258838177s, input_fired_time: 0.0569524877, output_fired_time: 0.0000000000, propagate_forward_time: 3.3010222912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679090500
validation[          , genome  3154] predictions:    9560/  10000 (95.60%), best:    9590/10000 (95.90%), error:      1494.52612, best error:      1365.86694 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 46.0929565430s, input_fired_time: 0.5164797902, output_fired_time: 0.3206285238, propagate_forward_time: 17.9365329742, propagate_backward_time: 25.7342090607, weight_update_time: 0.0645719990, other_time: 1.5851058960
epoch time: 3.6393051147s, input_fired_time: 0.0572583005, output_fired_time: 0.0000000000, propagate_forward_time: 3.3199670315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2620797157
validation[          , genome  3154] predictions:    9547/  10000 (95.47%), best:    9590/10000 (95.90%), error:      1466.51233, best error:      1365.86694 on epoch:    84, 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: 21.9747142792s, input_fired_time: 0.3271727562, output_fired_time: 0.0000000000, propagate_forward_time: 20.0259304047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6216106415
best training[          , genome  3154] predictions:   48660/  50000 (97.32%), best:    9590/10000 (95.90%), error:      4773.35498, best error:      1365.86694 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.7844719887s, input_fired_time: 0.0568627566, output_fired_time: 0.0000000000, propagate_forward_time: 3.4393563271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882528305
   testing[          , genome  3154] predictions:    9631/  10000 (96.31%), best:    9590/10000 (95.90%), error:      1284.19336, best error:      1365.86694 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:17:48 (36355): called boinc_finish(0)

</stderr_txt>
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