Nameexact_genome_1512568488_43_3998_0
Workunit2591264
Created7 Dec 2017, 7:39:28 UTC
Sent7 Dec 2017, 7:50:08 UTC
Report deadline10 Dec 2017, 1:17:00 UTC
Received7 Dec 2017, 9:19:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time1 hours 29 min 2 sec
CPU time1 hours 28 min 37 sec
Validate stateValid
Credit681.75
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size150.84 MB
Peak swap size155.37 MB
Peak disk usage1.43 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0439644121, output_fired_time: 0.0000000000, propagate_forward_time: 3.6380655766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994562626
validation[          , genome  3998] predictions:    9576/  10000 (95.76%), best:    9596/10000 (95.96%), error:      1425.22461, best error:      1414.65527 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 47.9255523682s, input_fired_time: 0.3476339579, output_fired_time: 0.3145885766, propagate_forward_time: 18.0941753387, propagate_backward_time: 26.8561286926, weight_update_time: 0.1179343462, other_time: 2.3130245209
epoch time: 4.1030797958s, input_fired_time: 0.0444912836, output_fired_time: 0.0000000000, propagate_forward_time: 3.6509804726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076080322
validation[          , genome  3998] predictions:    9583/  10000 (95.83%), best:    9596/10000 (95.96%), error:      1417.31274, best error:      1414.65527 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 48.3758087158s, input_fired_time: 0.3539541364, output_fired_time: 0.3179886937, propagate_forward_time: 18.2447872162, propagate_backward_time: 27.0665359497, weight_update_time: 0.1213330328, other_time: 2.3925418854
epoch time: 4.0899724960s, input_fired_time: 0.0440345891, output_fired_time: 0.0000000000, propagate_forward_time: 3.6398246288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061133862
validation[          , genome  3998] predictions:    9528/  10000 (95.28%), best:    9596/10000 (95.96%), error:      1588.92798, best error:      1414.65527 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 48.1564331055s, input_fired_time: 0.3524441421, output_fired_time: 0.3159299791, propagate_forward_time: 18.1463470459, propagate_backward_time: 26.9968395233, weight_update_time: 0.1185154393, other_time: 2.3448734283
epoch time: 4.0256752968s, input_fired_time: 0.0440064073, output_fired_time: 0.0000000000, propagate_forward_time: 3.5846681595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970007896
validation[          , genome  3998] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1388.48914, best error:      1388.48914 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 48.5918350220s, input_fired_time: 0.3540437520, output_fired_time: 0.3191812038, propagate_forward_time: 18.3441982269, propagate_backward_time: 27.2017192841, weight_update_time: 0.1201436594, other_time: 2.3726959229
epoch time: 4.0488834381s, input_fired_time: 0.0436556973, output_fired_time: 0.0000000000, propagate_forward_time: 3.6096863747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955411911
validation[          , genome  3998] predictions:    9519/  10000 (95.19%), best:    9598/10000 (95.98%), error:      1585.86890, best error:      1388.48914 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 48.2486839294s, input_fired_time: 0.3528222740, output_fired_time: 0.3160936534, propagate_forward_time: 18.1848831177, propagate_backward_time: 27.0259647369, weight_update_time: 0.1196992546, other_time: 2.3689212799
epoch time: 4.0946059227s, input_fired_time: 0.0443167016, output_fired_time: 0.0000000000, propagate_forward_time: 3.6506977081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995914459
validation[          , genome  3998] predictions:    9560/  10000 (95.60%), best:    9598/10000 (95.98%), error:      1450.54480, best error:      1388.48914 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 48.0268325806s, input_fired_time: 0.3513926864, output_fired_time: 0.3163826764, propagate_forward_time: 18.0687618256, propagate_backward_time: 26.9546394348, weight_update_time: 0.1186337173, other_time: 2.3356571198
epoch time: 4.1367774010s, input_fired_time: 0.0447232127, output_fired_time: 0.0000000000, propagate_forward_time: 3.6918537617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002006054
validation[          , genome  3998] predictions:    9513/  10000 (95.13%), best:    9598/10000 (95.98%), error:      1635.85291, best error:      1388.48914 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 48.4952735901s, input_fired_time: 0.3540151715, output_fired_time: 0.3168975115, propagate_forward_time: 18.2806930542, propagate_backward_time: 27.1732807159, weight_update_time: 0.1201825365, other_time: 2.3703861237
epoch time: 4.1274547577s, input_fired_time: 0.0465367213, output_fired_time: 0.0000000000, propagate_forward_time: 3.6625225544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183952808
validation[          , genome  3998] predictions:    9539/  10000 (95.39%), best:    9598/10000 (95.98%), error:      1601.14014, best error:      1388.48914 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 47.8308334351s, input_fired_time: 0.3535401523, output_fired_time: 0.3139910400, propagate_forward_time: 18.0434951782, propagate_backward_time: 26.7511100769, weight_update_time: 0.1190837920, other_time: 2.3686981201
epoch time: 4.0810070038s, input_fired_time: 0.0432834662, output_fired_time: 0.0000000000, propagate_forward_time: 3.6472892761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904342651
validation[          , genome  3998] predictions:    9550/  10000 (95.50%), best:    9598/10000 (95.98%), error:      1494.02136, best error:      1388.48914 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 48.4380798340s, input_fired_time: 0.3517704010, output_fired_time: 0.3171243966, propagate_forward_time: 18.2498397827, propagate_backward_time: 27.2293033600, weight_update_time: 0.1170229763, other_time: 2.2900447845
epoch time: 4.0659470558s, input_fired_time: 0.0448967889, output_fired_time: 0.0000000000, propagate_forward_time: 3.6083376408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127128124
validation[          , genome  3998] predictions:    9226/  10000 (92.26%), best:    9598/10000 (95.98%), error:      2502.69458, best error:      1388.48914 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 48.7385063171s, input_fired_time: 0.3583596945, output_fired_time: 0.3197827935, propagate_forward_time: 18.3767986298, propagate_backward_time: 27.2554531097, weight_update_time: 0.1229386628, other_time: 2.4281120300
epoch time: 4.1447148323s, input_fired_time: 0.0459438190, output_fired_time: 0.0000000000, propagate_forward_time: 3.6865856647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121854305
validation[          , genome  3998] predictions:    9533/  10000 (95.33%), best:    9598/10000 (95.98%), error:      1576.61267, best error:      1388.48914 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 48.2437019348s, input_fired_time: 0.3522823751, output_fired_time: 0.3164834380, propagate_forward_time: 18.1612873077, propagate_backward_time: 27.0676021576, weight_update_time: 0.1196557358, other_time: 2.3460464478
epoch time: 4.0805411339s, input_fired_time: 0.0449259616, output_fired_time: 0.0000000000, propagate_forward_time: 3.6342558861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013590813
validation[          , genome  3998] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1321.25745, best error:      1321.25745 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 48.0629501343s, input_fired_time: 0.3538619280, output_fired_time: 0.3161710203, propagate_forward_time: 18.1139736176, propagate_backward_time: 26.9321899414, weight_update_time: 0.1192209870, other_time: 2.3467540741
epoch time: 4.1008076668s, input_fired_time: 0.0453488901, output_fired_time: 0.0000000000, propagate_forward_time: 3.6374318600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180266857
validation[          , genome  3998] predictions:    9538/  10000 (95.38%), best:    9617/10000 (96.17%), error:      1462.39441, best error:      1321.25745 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 48.5499229431s, input_fired_time: 0.3561122715, output_fired_time: 0.3185922801, propagate_forward_time: 18.3191432953, propagate_backward_time: 27.1768207550, weight_update_time: 0.1201523542, other_time: 2.3792533875
epoch time: 4.0975031853s, input_fired_time: 0.0445066430, output_fired_time: 0.0000000000, propagate_forward_time: 3.6550452709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979513645
validation[          , genome  3998] predictions:    9474/  10000 (94.74%), best:    9617/10000 (96.17%), error:      1695.22119, best error:      1321.25745 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 48.1494789124s, input_fired_time: 0.3627695143, output_fired_time: 0.3158836961, propagate_forward_time: 18.1429195404, propagate_backward_time: 26.9274368286, weight_update_time: 0.1205772981, other_time: 2.4004688263
epoch time: 4.1149663925s, input_fired_time: 0.0450964645, output_fired_time: 0.0000000000, propagate_forward_time: 3.6619305611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079394341
validation[          , genome  3998] predictions:    9487/  10000 (94.87%), best:    9617/10000 (96.17%), error:      1730.93896, best error:      1321.25745 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 48.3525505066s, input_fired_time: 0.3566653430, output_fired_time: 0.3175098598, propagate_forward_time: 18.2001171112, propagate_backward_time: 27.0995750427, weight_update_time: 0.1199690849, other_time: 2.3786830902
epoch time: 4.1209516525s, input_fired_time: 0.0457093343, output_fired_time: 0.0000000000, propagate_forward_time: 3.6611015797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141409397
validation[          , genome  3998] predictions:    9602/  10000 (96.02%), best:    9617/10000 (96.17%), error:      1339.67188, best error:      1321.25745 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 48.3514289856s, input_fired_time: 0.3555388153, output_fired_time: 0.3166987598, propagate_forward_time: 18.2605323792, propagate_backward_time: 27.0564918518, weight_update_time: 0.1194299608, other_time: 2.3621673584
epoch time: 3.9727032185s, input_fired_time: 0.0441415869, output_fired_time: 0.0000000000, propagate_forward_time: 3.5369312763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916304111
validation[          , genome  3998] predictions:    9548/  10000 (95.48%), best:    9617/10000 (96.17%), error:      1487.81042, best error:      1321.25745 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 48.5045852661s, input_fired_time: 0.3561792672, output_fired_time: 0.3186675906, propagate_forward_time: 18.3390407562, propagate_backward_time: 27.1672725677, weight_update_time: 0.1179179698, other_time: 2.3234252930
epoch time: 4.0839376450s, input_fired_time: 0.0449787043, output_fired_time: 0.0000000000, propagate_forward_time: 3.6346664429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042925835
validation[          , genome  3998] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1319.73804, best error:      1319.73804 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 47.5656204224s, input_fired_time: 0.3498367369, output_fired_time: 0.3118198514, propagate_forward_time: 17.9021205902, propagate_backward_time: 26.6621494293, weight_update_time: 0.1180054769, other_time: 2.3396911621
epoch time: 4.1464166641s, input_fired_time: 0.0463073477, output_fired_time: 0.0000000000, propagate_forward_time: 3.6896879673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104211330
validation[          , genome  3998] predictions:    9575/  10000 (95.75%), best:    9603/10000 (96.03%), error:      1382.62170, best error:      1319.73804 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 48.4627723694s, input_fired_time: 0.3557997346, output_fired_time: 0.3174890876, propagate_forward_time: 18.2318630219, propagate_backward_time: 27.2009029388, weight_update_time: 0.1195143536, other_time: 2.3567161560
epoch time: 4.0366177559s, input_fired_time: 0.0434560068, output_fired_time: 0.0000000000, propagate_forward_time: 3.5957701206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973915577
validation[          , genome  3998] predictions:    9602/  10000 (96.02%), best:    9603/10000 (96.03%), error:      1322.11865, best error:      1319.73804 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 48.3903884888s, input_fired_time: 0.3577433825, output_fired_time: 0.3179583848, propagate_forward_time: 18.2538280487, propagate_backward_time: 27.1142787933, weight_update_time: 0.1195476726, other_time: 2.3465805054
epoch time: 4.1463246346s, input_fired_time: 0.0461230390, output_fired_time: 0.0000000000, propagate_forward_time: 3.6899888515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102127552
validation[          , genome  3998] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1267.74390, best error:      1267.74390 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 48.5103950500s, input_fired_time: 0.3553542495, output_fired_time: 0.3190177679, propagate_forward_time: 18.3058109283, propagate_backward_time: 27.1865959167, weight_update_time: 0.1189583689, other_time: 2.3436145782
epoch time: 3.9483072758s, input_fired_time: 0.0435297377, output_fired_time: 0.0000000000, propagate_forward_time: 3.5139808655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907966614
validation[          , genome  3998] predictions:    9527/  10000 (95.27%), best:    9623/10000 (96.23%), error:      1547.83936, best error:      1267.74390 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 48.5198898315s, input_fired_time: 0.3561100066, output_fired_time: 0.3182776272, propagate_forward_time: 18.3036212921, propagate_backward_time: 27.1983356476, weight_update_time: 0.1190689951, other_time: 2.3435440063
epoch time: 4.1378531456s, input_fired_time: 0.0448133275, output_fired_time: 0.0000000000, propagate_forward_time: 3.6868085861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062314034
validation[          , genome  3998] predictions:    9615/  10000 (96.15%), best:    9623/10000 (96.23%), error:      1303.09888, best error:      1267.74390 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 48.5623321533s, input_fired_time: 0.3531930447, output_fired_time: 0.3167088032, propagate_forward_time: 18.3374214172, propagate_backward_time: 27.2250232697, weight_update_time: 0.1191365495, other_time: 2.3299884796
epoch time: 4.2048673630s, input_fired_time: 0.0431565009, output_fired_time: 0.0000000000, propagate_forward_time: 3.7793359756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823747635
validation[          , genome  3998] predictions:    9445/  10000 (94.45%), best:    9623/10000 (96.23%), error:      1832.36560, best error:      1267.74390 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 48.5421485901s, input_fired_time: 0.3509833813, output_fired_time: 0.3174916208, propagate_forward_time: 18.3640956879, propagate_backward_time: 27.2375202179, weight_update_time: 0.1155202389, other_time: 2.2720565796
epoch time: 4.1650795937s, input_fired_time: 0.0450672805, output_fired_time: 0.0000000000, propagate_forward_time: 3.7211322784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988800049
validation[          , genome  3998] predictions:    9607/  10000 (96.07%), best:    9623/10000 (96.23%), error:      1312.12244, best error:      1267.74390 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 48.1691131592s, input_fired_time: 0.3503501415, output_fired_time: 0.3146878481, propagate_forward_time: 18.2195968628, propagate_backward_time: 27.0355186462, weight_update_time: 0.1139770746, other_time: 2.2489585876
epoch time: 4.0966138840s, input_fired_time: 0.0444354676, output_fired_time: 0.0000000000, propagate_forward_time: 3.6528840065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3992943764
validation[          , genome  3998] predictions:    9564/  10000 (95.64%), best:    9623/10000 (96.23%), error:      1464.12561, best error:      1267.74390 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 48.7761497498s, input_fired_time: 0.3526100218, output_fired_time: 0.3150686324, propagate_forward_time: 18.4797840118, propagate_backward_time: 27.3875026703, weight_update_time: 0.1131647974, other_time: 2.2411842346
epoch time: 4.2450590134s, input_fired_time: 0.0438697226, output_fired_time: 0.0000000000, propagate_forward_time: 3.8176546097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835349083
validation[          , genome  3998] predictions:    9608/  10000 (96.08%), best:    9623/10000 (96.23%), error:      1292.01855, best error:      1267.74390 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 49.2869186401s, input_fired_time: 0.3552301228, output_fired_time: 0.3237284720, propagate_forward_time: 18.6483478546, propagate_backward_time: 27.6795368195, weight_update_time: 0.1154771373, other_time: 2.2800788879
epoch time: 4.1722683907s, input_fired_time: 0.0462643392, output_fired_time: 0.0000000000, propagate_forward_time: 3.7144339085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115703106
validation[          , genome  3998] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1218.45642, best error:      1218.45642 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 48.4550209045s, input_fired_time: 0.3559605777, output_fired_time: 0.3178066015, propagate_forward_time: 18.2772350311, propagate_backward_time: 27.2296104431, weight_update_time: 0.1153620631, other_time: 2.2744083405
epoch time: 4.1566371918s, input_fired_time: 0.0449925251, output_fired_time: 0.0000000000, propagate_forward_time: 3.7083845139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032602310
validation[          , genome  3998] predictions:    9587/  10000 (95.87%), best:    9638/10000 (96.38%), error:      1353.91919, best error:      1218.45642 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 48.5885887146s, input_fired_time: 0.3530609906, output_fired_time: 0.3163160086, propagate_forward_time: 18.3600482941, propagate_backward_time: 27.3037509918, weight_update_time: 0.1149847060, other_time: 2.2554130554
epoch time: 4.1308531761s, input_fired_time: 0.0454610027, output_fired_time: 0.0000000000, propagate_forward_time: 3.6839990616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013929367
validation[          , genome  3998] predictions:    9431/  10000 (94.31%), best:    9638/10000 (96.38%), error:      1798.47498, best error:      1218.45642 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 49.2050056458s, input_fired_time: 0.3650332689, output_fired_time: 0.3511309624, propagate_forward_time: 18.5877380371, propagate_backward_time: 27.4981460571, weight_update_time: 0.1185022071, other_time: 2.4029579163
epoch time: 4.1653776169s, input_fired_time: 0.0452193394, output_fired_time: 0.0000000000, propagate_forward_time: 3.7181949615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019632339
validation[          , genome  3998] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1185.05066, best error:      1185.05066 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 48.3649559021s, input_fired_time: 0.3552027047, output_fired_time: 0.3166728020, propagate_forward_time: 18.2681350708, propagate_backward_time: 27.1370525360, weight_update_time: 0.1158427969, other_time: 2.2878932953
epoch time: 4.1259679794s, input_fired_time: 0.0452556945, output_fired_time: 0.0000000000, propagate_forward_time: 3.6827051640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980071545
validation[          , genome  3998] predictions:    9626/  10000 (96.26%), best:    9647/10000 (96.47%), error:      1232.73560, best error:      1185.05066 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.6686782837s, input_fired_time: 0.3582045734, output_fired_time: 0.3186498880, propagate_forward_time: 18.3589839935, propagate_backward_time: 27.3226203918, weight_update_time: 0.1155735329, other_time: 2.3102207184
epoch time: 4.1176786423s, input_fired_time: 0.0452910252, output_fired_time: 0.0000000000, propagate_forward_time: 3.6782305241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941571712
validation[          , genome  3998] predictions:    9609/  10000 (96.09%), best:    9647/10000 (96.47%), error:      1332.52380, best error:      1185.05066 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 48.4057159424s, input_fired_time: 0.3546508849, output_fired_time: 0.3167270422, propagate_forward_time: 18.2969532013, propagate_backward_time: 27.1727657318, weight_update_time: 0.1149842069, other_time: 2.2646179199
epoch time: 4.0428128242s, input_fired_time: 0.0449756235, output_fired_time: 0.0000000000, propagate_forward_time: 3.6037998199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940374851
validation[          , genome  3998] predictions:    9613/  10000 (96.13%), best:    9647/10000 (96.47%), error:      1273.85632, best error:      1185.05066 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 47.8870887756s, input_fired_time: 0.3511684537, output_fired_time: 0.3128938973, propagate_forward_time: 18.0926532745, propagate_backward_time: 26.9043769836, weight_update_time: 0.1132382527, other_time: 2.2259960175
epoch time: 4.1430425644s, input_fired_time: 0.0448773168, output_fired_time: 0.0000000000, propagate_forward_time: 3.6986958981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994691372
validation[          , genome  3998] predictions:    9601/  10000 (96.01%), best:    9647/10000 (96.47%), error:      1281.49426, best error:      1185.05066 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 48.0064811707s, input_fired_time: 0.3498177528, output_fired_time: 0.3141574860, propagate_forward_time: 18.1674251556, propagate_backward_time: 26.9284725189, weight_update_time: 0.1139376760, other_time: 2.2466087341
epoch time: 4.1070780754s, input_fired_time: 0.0452997237, output_fired_time: 0.0000000000, propagate_forward_time: 3.6660695076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957090378
validation[          , genome  3998] predictions:    9576/  10000 (95.76%), best:    9647/10000 (96.47%), error:      1375.15320, best error:      1185.05066 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 48.4307861328s, input_fired_time: 0.3537424207, output_fired_time: 0.3175946474, propagate_forward_time: 18.3413677216, propagate_backward_time: 27.1517791748, weight_update_time: 0.1150583997, other_time: 2.2663021088
epoch time: 4.1112651825s, input_fired_time: 0.0442526899, output_fired_time: 0.0000000000, propagate_forward_time: 3.6767959595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902163506
validation[          , genome  3998] predictions:    9582/  10000 (95.82%), best:    9647/10000 (96.47%), error:      1370.72485, best error:      1185.05066 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 48.3690338135s, input_fired_time: 0.3540113270, output_fired_time: 0.3170383871, propagate_forward_time: 18.3073120117, propagate_backward_time: 27.1083908081, weight_update_time: 0.1157634407, other_time: 2.2822799683
epoch time: 4.1052193642s, input_fired_time: 0.0443320610, output_fired_time: 0.0000000000, propagate_forward_time: 3.6742875576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865997791
validation[          , genome  3998] predictions:    9600/  10000 (96.00%), best:    9647/10000 (96.47%), error:      1285.98450, best error:      1185.05066 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 48.1972923279s, input_fired_time: 0.3534097075, output_fired_time: 0.3159460723, propagate_forward_time: 18.2301883698, propagate_backward_time: 27.0305347443, weight_update_time: 0.1152136326, other_time: 2.2672157288
epoch time: 4.1462674141s, input_fired_time: 0.0444042459, output_fired_time: 0.0000000000, propagate_forward_time: 3.7055854797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962779045
validation[          , genome  3998] predictions:    9558/  10000 (95.58%), best:    9647/10000 (96.47%), error:      1443.41272, best error:      1185.05066 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 48.2416915894s, input_fired_time: 0.3529926836, output_fired_time: 0.3169450760, propagate_forward_time: 18.2265415192, propagate_backward_time: 27.0925102234, weight_update_time: 0.1144404560, other_time: 2.2527027130
epoch time: 4.1068134308s, input_fired_time: 0.0452019386, output_fired_time: 0.0000000000, propagate_forward_time: 3.6665277481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950839043
validation[          , genome  3998] predictions:    9645/  10000 (96.45%), best:    9647/10000 (96.47%), error:      1214.59790, best error:      1185.05066 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 48.2130889893s, input_fired_time: 0.3513439298, output_fired_time: 0.3152074814, propagate_forward_time: 18.2148761749, propagate_backward_time: 27.0993919373, weight_update_time: 0.1145725250, other_time: 2.2322673798
epoch time: 4.0711321831s, input_fired_time: 0.0446438529, output_fired_time: 0.0000000000, propagate_forward_time: 3.6352128983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912754059
validation[          , genome  3998] predictions:    9572/  10000 (95.72%), best:    9647/10000 (96.47%), error:      1400.72693, best error:      1185.05066 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 48.2669906616s, input_fired_time: 0.3548269272, output_fired_time: 0.3160133660, propagate_forward_time: 18.2662162781, propagate_backward_time: 27.0662002563, weight_update_time: 0.1155643016, other_time: 2.2637329102
epoch time: 4.1054987907s, input_fired_time: 0.0441559069, output_fired_time: 0.0000000000, propagate_forward_time: 3.6752824783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860602379
validation[          , genome  3998] predictions:    9603/  10000 (96.03%), best:    9647/10000 (96.47%), error:      1293.49036, best error:      1185.05066 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 48.1208114624s, input_fired_time: 0.3507936597, output_fired_time: 0.3138138652, propagate_forward_time: 18.1298618317, propagate_backward_time: 27.0957336426, weight_update_time: 0.1138936579, other_time: 2.2306118011
epoch time: 4.1037483215s, input_fired_time: 0.0440924391, output_fired_time: 0.0000000000, propagate_forward_time: 3.6749546528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3847010136
validation[          , genome  3998] predictions:    9574/  10000 (95.74%), best:    9647/10000 (96.47%), error:      1381.50110, best error:      1185.05066 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 46.3123397827s, input_fired_time: 0.3450565934, output_fired_time: 0.3045689464, propagate_forward_time: 17.4193477631, propagate_backward_time: 26.0485115051, weight_update_time: 0.1106490716, other_time: 2.1948528290
epoch time: 3.7852442265s, input_fired_time: 0.0427622497, output_fired_time: 0.0000000000, propagate_forward_time: 3.3683898449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740921021
validation[          , genome  3998] predictions:    9625/  10000 (96.25%), best:    9647/10000 (96.47%), error:      1213.73572, best error:      1185.05066 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 48.5906448364s, input_fired_time: 0.3555510044, output_fired_time: 0.3173955679, propagate_forward_time: 18.3860569000, propagate_backward_time: 27.2630939484, weight_update_time: 0.1156452000, other_time: 2.2685470581
epoch time: 4.1347460747s, input_fired_time: 0.0458798297, output_fired_time: 0.0000000000, propagate_forward_time: 3.6894338131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994324207
validation[          , genome  3998] predictions:    9628/  10000 (96.28%), best:    9647/10000 (96.47%), error:      1260.14185, best error:      1185.05066 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 48.4961166382s, input_fired_time: 0.3548662066, output_fired_time: 0.3176744282, propagate_forward_time: 18.3256721497, propagate_backward_time: 27.2262573242, weight_update_time: 0.1152064055, other_time: 2.2716484070
epoch time: 4.1311302185s, input_fired_time: 0.0444953777, output_fired_time: 0.0000000000, propagate_forward_time: 3.6922430992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943915367
validation[          , genome  3998] predictions:    9623/  10000 (96.23%), best:    9647/10000 (96.47%), error:      1247.27612, best error:      1185.05066 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 47.9214057922s, input_fired_time: 0.3528332114, output_fired_time: 0.3140960932, propagate_forward_time: 18.1378154755, propagate_backward_time: 26.8947753906, weight_update_time: 0.1133211851, other_time: 2.2218875885
epoch time: 4.0920314789s, input_fired_time: 0.0443131141, output_fired_time: 0.0000000000, propagate_forward_time: 3.6591181755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886003494
validation[          , genome  3998] predictions:    9634/  10000 (96.34%), best:    9647/10000 (96.47%), error:      1196.42908, best error:      1185.05066 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 48.1748809814s, input_fired_time: 0.3504207730, output_fired_time: 0.3146142960, propagate_forward_time: 18.2352142334, propagate_backward_time: 27.0747318268, weight_update_time: 0.1134783477, other_time: 2.1998996735
epoch time: 4.1030907631s, input_fired_time: 0.0449515842, output_fired_time: 0.0000000000, propagate_forward_time: 3.6685242653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896150589
validation[          , genome  3998] predictions:    9563/  10000 (95.63%), best:    9647/10000 (96.47%), error:      1413.28784, best error:      1185.05066 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 48.1462898254s, input_fired_time: 0.3554950655, output_fired_time: 0.3155427873, propagate_forward_time: 18.2226696014, propagate_backward_time: 26.9753227234, weight_update_time: 0.1152821854, other_time: 2.2772579193
epoch time: 4.0840196609s, input_fired_time: 0.0440002643, output_fired_time: 0.0000000000, propagate_forward_time: 3.6514980793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885214329
validation[          , genome  3998] predictions:    9615/  10000 (96.15%), best:    9647/10000 (96.47%), error:      1282.22876, best error:      1185.05066 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.3576774597s, input_fired_time: 0.3594728410, output_fired_time: 0.3174788952, propagate_forward_time: 18.2696361542, propagate_backward_time: 27.1123886108, weight_update_time: 0.1163302660, other_time: 2.2987003326
epoch time: 4.0738697052s, input_fired_time: 0.0444144718, output_fired_time: 0.0000000000, propagate_forward_time: 3.6412882805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881669044
validation[          , genome  3998] predictions:    9587/  10000 (95.87%), best:    9647/10000 (96.47%), error:      1335.15930, best error:      1185.05066 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.0203094482s, input_fired_time: 0.3536575735, output_fired_time: 0.3148125708, propagate_forward_time: 18.1553993225, propagate_backward_time: 26.9562187195, weight_update_time: 0.1141081378, other_time: 2.2402229309
epoch time: 4.0084753036s, input_fired_time: 0.0442583188, output_fired_time: 0.0000000000, propagate_forward_time: 3.5834181309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807988167
validation[          , genome  3998] predictions:    9602/  10000 (96.02%), best:    9647/10000 (96.47%), error:      1314.80481, best error:      1185.05066 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.0523529053s, input_fired_time: 0.3523724973, output_fired_time: 0.3152332008, propagate_forward_time: 18.1546840668, propagate_backward_time: 26.9864788055, weight_update_time: 0.1140682325, other_time: 2.2435874939
epoch time: 4.1163797379s, input_fired_time: 0.0443750694, output_fired_time: 0.0000000000, propagate_forward_time: 3.6833517551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886530399
validation[          , genome  3998] predictions:    9534/  10000 (95.34%), best:    9647/10000 (96.47%), error:      1487.31726, best error:      1185.05066 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 48.4713897705s, input_fired_time: 0.3549258411, output_fired_time: 0.3172156513, propagate_forward_time: 18.3467330933, propagate_backward_time: 27.2012310028, weight_update_time: 0.1148357391, other_time: 2.2512836456
epoch time: 4.1323065758s, input_fired_time: 0.0458485857, output_fired_time: 0.0000000000, propagate_forward_time: 3.6886658669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977923393
validation[          , genome  3998] predictions:    9619/  10000 (96.19%), best:    9647/10000 (96.47%), error:      1285.82178, best error:      1185.05066 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 48.1601753235s, input_fired_time: 0.3534640372, output_fired_time: 0.3155132234, propagate_forward_time: 18.2420768738, propagate_backward_time: 27.0184001923, weight_update_time: 0.1136980355, other_time: 2.2307224274
epoch time: 4.0119857788s, input_fired_time: 0.0439326949, output_fired_time: 0.0000000000, propagate_forward_time: 3.5902702808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777828217
validation[          , genome  3998] predictions:    9602/  10000 (96.02%), best:    9647/10000 (96.47%), error:      1296.45105, best error:      1185.05066 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 48.2766723633s, input_fired_time: 0.3548914790, output_fired_time: 0.3168289661, propagate_forward_time: 18.2420959473, propagate_backward_time: 27.1056289673, weight_update_time: 0.1146775037, other_time: 2.2572250366
epoch time: 4.1330757141s, input_fired_time: 0.0459392034, output_fired_time: 0.0000000000, propagate_forward_time: 3.6920616627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950750828
validation[          , genome  3998] predictions:    9651/  10000 (96.51%), best:    9651/10000 (96.51%), error:      1166.00525, best error:      1166.00525 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 47.7940368652s, input_fired_time: 0.3518308401, output_fired_time: 0.3129860759, propagate_forward_time: 18.0716247559, propagate_backward_time: 26.8235397339, weight_update_time: 0.1140861735, other_time: 2.2340583801
epoch time: 4.0589127541s, input_fired_time: 0.0445353128, output_fired_time: 0.0000000000, propagate_forward_time: 3.6148962975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994812965
validation[          , genome  3998] predictions:    9606/  10000 (96.06%), best:    9651/10000 (96.51%), error:      1297.96265, best error:      1166.00525 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 48.2415084839s, input_fired_time: 0.3541746438, output_fired_time: 0.3157505691, propagate_forward_time: 18.2533054352, propagate_backward_time: 27.0707817078, weight_update_time: 0.1148423851, other_time: 2.2474956512
epoch time: 4.1188406944s, input_fired_time: 0.0460441634, output_fired_time: 0.0000000000, propagate_forward_time: 3.6723327637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004635811
validation[          , genome  3998] predictions:    9621/  10000 (96.21%), best:    9651/10000 (96.51%), error:      1295.77344, best error:      1166.00525 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 48.2186470032s, input_fired_time: 0.3561738729, output_fired_time: 0.3164035976, propagate_forward_time: 18.2294254303, propagate_backward_time: 27.0371704102, weight_update_time: 0.1156436577, other_time: 2.2794742584
epoch time: 4.0834016800s, input_fired_time: 0.0450913459, output_fired_time: 0.0000000000, propagate_forward_time: 3.6442711353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940393925
validation[          , genome  3998] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1159.15479, best error:      1159.15479 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 48.0920219421s, input_fired_time: 0.3532561064, output_fired_time: 0.3150843680, propagate_forward_time: 18.1960029602, propagate_backward_time: 27.0107192993, weight_update_time: 0.1134297252, other_time: 2.2169609070
epoch time: 4.1162724495s, input_fired_time: 0.0454502478, output_fired_time: 0.0000000000, propagate_forward_time: 3.6772398949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935823441
validation[          , genome  3998] predictions:    9644/  10000 (96.44%), best:    9643/10000 (96.43%), error:      1182.29773, best error:      1159.15479 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 47.8568420410s, input_fired_time: 0.3533228338, output_fired_time: 0.3138395250, propagate_forward_time: 18.1122837067, propagate_backward_time: 26.8562965393, weight_update_time: 0.1133514196, other_time: 2.2211017609
epoch time: 4.1443486214s, input_fired_time: 0.0460969061, output_fired_time: 0.0000000000, propagate_forward_time: 3.6950197220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032320976
validation[          , genome  3998] predictions:    9510/  10000 (95.10%), best:    9643/10000 (96.43%), error:      1543.55615, best error:      1159.15479 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 48.3336486816s, input_fired_time: 0.3559441566, output_fired_time: 0.3159974813, propagate_forward_time: 18.2943420410, propagate_backward_time: 27.1239280701, weight_update_time: 0.1144353375, other_time: 2.2434349060
epoch time: 4.0784125328s, input_fired_time: 0.0453365892, output_fired_time: 0.0000000000, propagate_forward_time: 3.6340441704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990316391
validation[          , genome  3998] predictions:    9620/  10000 (96.20%), best:    9643/10000 (96.43%), error:      1248.42676, best error:      1159.15479 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.2803878784s, input_fired_time: 0.3570469916, output_fired_time: 0.3162177503, propagate_forward_time: 18.2338237762, propagate_backward_time: 27.1066131592, weight_update_time: 0.1150962934, other_time: 2.2666835785
epoch time: 4.0454277992s, input_fired_time: 0.0451097675, output_fired_time: 0.0000000000, propagate_forward_time: 3.6065094471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938086033
validation[          , genome  3998] predictions:    9497/  10000 (94.97%), best:    9643/10000 (96.43%), error:      1635.53296, best error:      1159.15479 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 47.8813896179s, input_fired_time: 0.3546141088, output_fired_time: 0.3137691021, propagate_forward_time: 18.0580730438, propagate_backward_time: 26.8740768433, weight_update_time: 0.1147061586, other_time: 2.2808551788
epoch time: 4.1047525406s, input_fired_time: 0.0446976162, output_fired_time: 0.0000000000, propagate_forward_time: 3.6745684147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854863644
validation[          , genome  3998] predictions:    9642/  10000 (96.42%), best:    9643/10000 (96.43%), error:      1202.14294, best error:      1159.15479 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 47.9262771606s, input_fired_time: 0.3553390503, output_fired_time: 0.3144972920, propagate_forward_time: 18.1302795410, propagate_backward_time: 26.8903827667, weight_update_time: 0.1142884195, other_time: 2.2357769012
epoch time: 3.9862189293s, input_fired_time: 0.0445839502, output_fired_time: 0.0000000000, propagate_forward_time: 3.5550584793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865764141
validation[          , genome  3998] predictions:    9639/  10000 (96.39%), best:    9643/10000 (96.43%), error:      1180.39197, best error:      1159.15479 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.3410568237s, input_fired_time: 0.3582763672, output_fired_time: 0.3171147406, propagate_forward_time: 18.2754497528, propagate_backward_time: 27.1061973572, weight_update_time: 0.1150584370, other_time: 2.2840175629
epoch time: 4.0893869400s, input_fired_time: 0.0454896726, output_fired_time: 0.0000000000, propagate_forward_time: 3.6483666897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955304623
validation[          , genome  3998] predictions:    9619/  10000 (96.19%), best:    9643/10000 (96.43%), error:      1262.58020, best error:      1159.15479 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.2895774841s, input_fired_time: 0.3564805984, output_fired_time: 0.3167289197, propagate_forward_time: 18.2570533752, propagate_backward_time: 27.0857315063, weight_update_time: 0.1156543866, other_time: 2.2735824585
epoch time: 4.0447082520s, input_fired_time: 0.0459857993, output_fired_time: 0.0000000000, propagate_forward_time: 3.6024572849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962652683
validation[          , genome  3998] predictions:    9644/  10000 (96.44%), best:    9643/10000 (96.43%), error:      1166.11279, best error:      1159.15479 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.1907806396s, input_fired_time: 0.3571379483, output_fired_time: 0.3159351051, propagate_forward_time: 18.2112369537, propagate_backward_time: 27.0423793793, weight_update_time: 0.1146662384, other_time: 2.2640914917
epoch time: 4.0763750076s, input_fired_time: 0.0457103550, output_fired_time: 0.0000000000, propagate_forward_time: 3.6384768486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921875954
validation[          , genome  3998] predictions:    9586/  10000 (95.86%), best:    9643/10000 (96.43%), error:      1370.28564, best error:      1159.15479 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.1668968201s, input_fired_time: 0.3565060794, output_fired_time: 0.3145726323, propagate_forward_time: 18.2514724731, propagate_backward_time: 26.9999656677, weight_update_time: 0.1145274416, other_time: 2.2443809509
epoch time: 4.0681371689s, input_fired_time: 0.0453708917, output_fired_time: 0.0000000000, propagate_forward_time: 3.6298391819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929269314
validation[          , genome  3998] predictions:    9621/  10000 (96.21%), best:    9643/10000 (96.43%), error:      1248.10876, best error:      1159.15479 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 48.2722740173s, input_fired_time: 0.3580873907, output_fired_time: 0.3157267570, propagate_forward_time: 18.2382793427, propagate_backward_time: 27.0863094330, weight_update_time: 0.1150543243, other_time: 2.2738723755
epoch time: 4.1318836212s, input_fired_time: 0.0455931127, output_fired_time: 0.0000000000, propagate_forward_time: 3.6906416416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956487179
validation[          , genome  3998] predictions:    9629/  10000 (96.29%), best:    9643/10000 (96.43%), error:      1215.35535, best error:      1159.15479 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 48.1263465881s, input_fired_time: 0.3604692817, output_fired_time: 0.3154125810, propagate_forward_time: 18.2078418732, propagate_backward_time: 26.9731121063, weight_update_time: 0.1150287539, other_time: 2.2695083618
epoch time: 4.0172667503s, input_fired_time: 0.0457006171, output_fired_time: 0.0000000000, propagate_forward_time: 3.5804224014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911437988
validation[          , genome  3998] predictions:    9610/  10000 (96.10%), best:    9643/10000 (96.43%), error:      1283.14331, best error:      1159.15479 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 48.6455078125s, input_fired_time: 0.3576102555, output_fired_time: 0.3192024529, propagate_forward_time: 18.4108009338, propagate_backward_time: 27.2956981659, weight_update_time: 0.1152545586, other_time: 2.2621974945
epoch time: 4.0472059250s, input_fired_time: 0.0455787778, output_fired_time: 0.0000000000, propagate_forward_time: 3.6101286411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914983273
validation[          , genome  3998] predictions:    9588/  10000 (95.88%), best:    9643/10000 (96.43%), error:      1300.02161, best error:      1159.15479 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 48.3756370544s, input_fired_time: 0.3577627242, output_fired_time: 0.3166817129, propagate_forward_time: 18.3032836914, propagate_backward_time: 27.1311435699, weight_update_time: 0.1151470169, other_time: 2.2667675018
epoch time: 4.1124739647s, input_fired_time: 0.0451712161, output_fired_time: 0.0000000000, propagate_forward_time: 3.6782150269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890876770
validation[          , genome  3998] predictions:    9584/  10000 (95.84%), best:    9643/10000 (96.43%), error:      1352.64697, best error:      1159.15479 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 48.0754776001s, input_fired_time: 0.3551800847, output_fired_time: 0.3150740266, propagate_forward_time: 18.1708526611, propagate_backward_time: 26.9885368347, weight_update_time: 0.1140134335, other_time: 2.2458343506
epoch time: 4.1005558968s, input_fired_time: 0.0453867726, output_fired_time: 0.0000000000, propagate_forward_time: 3.6671395302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880295753
validation[          , genome  3998] predictions:    9582/  10000 (95.82%), best:    9643/10000 (96.43%), error:      1362.65808, best error:      1159.15479 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 48.3457565308s, input_fired_time: 0.3568289578, output_fired_time: 0.3160635531, propagate_forward_time: 18.2783546448, propagate_backward_time: 27.1384449005, weight_update_time: 0.1146021932, other_time: 2.2560634613
epoch time: 4.0460343361s, input_fired_time: 0.0463933684, output_fired_time: 0.0000000000, propagate_forward_time: 3.5974798203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021611214
validation[          , genome  3998] predictions:    9566/  10000 (95.66%), best:    9643/10000 (96.43%), error:      1404.01282, best error:      1159.15479 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.0665779114s, input_fired_time: 0.3570894897, output_fired_time: 0.3153514266, propagate_forward_time: 18.1532649994, propagate_backward_time: 26.9842319489, weight_update_time: 0.1144630015, other_time: 2.2566413879
epoch time: 4.1432657242s, input_fired_time: 0.0464419834, output_fired_time: 0.0000000000, propagate_forward_time: 3.6965360641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002876282
validation[          , genome  3998] predictions:    9625/  10000 (96.25%), best:    9643/10000 (96.43%), error:      1243.55811, best error:      1159.15479 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 48.4998588562s, input_fired_time: 0.3608835340, output_fired_time: 0.3168152869, propagate_forward_time: 18.3306503296, propagate_backward_time: 27.2175502777, weight_update_time: 0.1157051101, other_time: 2.2739620209
epoch time: 4.0146598816s, input_fired_time: 0.0448865257, output_fired_time: 0.0000000000, propagate_forward_time: 3.5823037624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874695301
validation[          , genome  3998] predictions:    9604/  10000 (96.04%), best:    9643/10000 (96.43%), error:      1317.74536, best error:      1159.15479 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 48.3413276672s, input_fired_time: 0.3585469723, output_fired_time: 0.3173819780, propagate_forward_time: 18.3170261383, propagate_backward_time: 27.1071395874, weight_update_time: 0.1140149608, other_time: 2.2412319183
epoch time: 4.1336803436s, input_fired_time: 0.0473379977, output_fired_time: 0.0000000000, propagate_forward_time: 3.6806716919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056706429
validation[          , genome  3998] predictions:    9636/  10000 (96.36%), best:    9643/10000 (96.43%), error:      1203.57056, best error:      1159.15479 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 48.0410270691s, input_fired_time: 0.3578595519, output_fired_time: 0.3148311973, propagate_forward_time: 18.1409950256, propagate_backward_time: 26.9621105194, weight_update_time: 0.1150394604, other_time: 2.2652301788
epoch time: 4.0966138840s, input_fired_time: 0.0454507731, output_fired_time: 0.0000000000, propagate_forward_time: 3.6628308296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883323669
validation[          , genome  3998] predictions:    9619/  10000 (96.19%), best:    9643/10000 (96.43%), error:      1243.09399, best error:      1159.15479 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 47.9299507141s, input_fired_time: 0.3585062623, output_fired_time: 0.3152629733, propagate_forward_time: 18.1132583618, propagate_backward_time: 26.8702297211, weight_update_time: 0.1146012321, other_time: 2.2726955414
epoch time: 4.0798668861s, input_fired_time: 0.0450135171, output_fired_time: 0.0000000000, propagate_forward_time: 3.6498916149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849618435
validation[          , genome  3998] predictions:    9606/  10000 (96.06%), best:    9643/10000 (96.43%), error:      1259.86218, best error:      1159.15479 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.0684089661s, input_fired_time: 0.3546780050, output_fired_time: 0.3158650100, propagate_forward_time: 18.1739692688, propagate_backward_time: 27.0114574432, weight_update_time: 0.1130912900, other_time: 2.2124385834
epoch time: 4.1025853157s, input_fired_time: 0.0462714918, output_fired_time: 0.0000000000, propagate_forward_time: 3.6605317593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957822323
validation[          , genome  3998] predictions:    9622/  10000 (96.22%), best:    9643/10000 (96.43%), error:      1239.28284, best error:      1159.15479 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.3075904846s, input_fired_time: 0.3592036963, output_fired_time: 0.3159494400, propagate_forward_time: 18.2817211151, propagate_backward_time: 27.0986175537, weight_update_time: 0.1144522652, other_time: 2.2520999908
epoch time: 4.1307973862s, input_fired_time: 0.0462428257, output_fired_time: 0.0000000000, propagate_forward_time: 3.6888449192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957097530
validation[          , genome  3998] predictions:    9612/  10000 (96.12%), best:    9643/10000 (96.43%), error:      1243.06738, best error:      1159.15479 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.4022789001s, input_fired_time: 0.3600533903, output_fired_time: 0.3174330890, propagate_forward_time: 18.2918281555, propagate_backward_time: 27.1532611847, weight_update_time: 0.1162243113, other_time: 2.2797031403
epoch time: 4.0586929321s, input_fired_time: 0.0459233373, output_fired_time: 0.0000000000, propagate_forward_time: 3.6192352772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935344219
validation[          , genome  3998] predictions:    9627/  10000 (96.27%), best:    9643/10000 (96.43%), error:      1224.66162, best error:      1159.15479 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 48.3797492981s, input_fired_time: 0.3581729829, output_fired_time: 0.3178209960, propagate_forward_time: 18.3038120270, propagate_backward_time: 27.1547470093, weight_update_time: 0.1145561188, other_time: 2.2451953888
epoch time: 4.1288127899s, input_fired_time: 0.0465525910, output_fired_time: 0.0000000000, propagate_forward_time: 3.6841144562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981456757
validation[          , genome  3998] predictions:    9584/  10000 (95.84%), best:    9643/10000 (96.43%), error:      1395.04956, best error:      1159.15479 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 48.1094398499s, input_fired_time: 0.3585426807, output_fired_time: 0.3149517775, propagate_forward_time: 18.2043704987, propagate_backward_time: 26.9768829346, weight_update_time: 0.1147113219, other_time: 2.2546901703
epoch time: 4.1075654030s, input_fired_time: 0.0467927158, output_fired_time: 0.0000000000, propagate_forward_time: 3.6599957943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007771015
validation[          , genome  3998] predictions:    9621/  10000 (96.21%), best:    9643/10000 (96.43%), error:      1211.46423, best error:      1159.15479 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 48.0968627930s, input_fired_time: 0.3612414300, output_fired_time: 0.3157528937, propagate_forward_time: 18.1645526886, propagate_backward_time: 26.9588069916, weight_update_time: 0.1156462580, other_time: 2.2965087891
epoch time: 4.1336851120s, input_fired_time: 0.0459084921, output_fired_time: 0.0000000000, propagate_forward_time: 3.6916794777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960971832
validation[          , genome  3998] predictions:    9615/  10000 (96.15%), best:    9643/10000 (96.43%), error:      1224.65417, best error:      1159.15479 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 48.2455329895s, input_fired_time: 0.3611369431, output_fired_time: 0.3166990876, propagate_forward_time: 18.2008609772, propagate_backward_time: 27.0921344757, weight_update_time: 0.1151382849, other_time: 2.2747001648
epoch time: 4.0889177322s, input_fired_time: 0.0458020046, output_fired_time: 0.0000000000, propagate_forward_time: 3.6524431705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906724453
validation[          , genome  3998] predictions:    9623/  10000 (96.23%), best:    9643/10000 (96.43%), error:      1244.61621, best error:      1159.15479 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 48.6070861816s, input_fired_time: 0.3622906208, output_fired_time: 0.3182999492, propagate_forward_time: 18.4124412537, propagate_backward_time: 27.2551879883, weight_update_time: 0.1154834256, other_time: 2.2588691711
epoch time: 4.0815134048s, input_fired_time: 0.0467312708, output_fired_time: 0.0000000000, propagate_forward_time: 3.6371612549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976206779
validation[          , genome  3998] predictions:    9632/  10000 (96.32%), best:    9643/10000 (96.43%), error:      1235.33984, best error:      1159.15479 on epoch:    71, 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: 20.7498149872s, input_fired_time: 0.2286364138, output_fired_time: 0.0000000000, propagate_forward_time: 18.3691120148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1520671844
best training[          , genome  3998] predictions:   48906/  50000 (97.81%), best:    9643/10000 (96.43%), error:      3941.47144, best error:      1159.15479 on epoch:    71, 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: 4.1068811417s, input_fired_time: 0.0445614271, output_fired_time: 0.0000000000, propagate_forward_time: 3.6764597893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858599663
   testing[          , genome  3998] predictions:    9683/  10000 (96.83%), best:    9643/10000 (96.43%), error:      1044.14648, best error:      1159.15479 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:19:16 (3692): called boinc_finish(0)

</stderr_txt>
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