Nameexact_genome_1512568488_43_1613_1
Workunit2579359
Created6 Dec 2017, 20:07:09 UTC
Sent6 Dec 2017, 20:11:27 UTC
Report deadline9 Dec 2017, 19:13:14 UTC
Received6 Dec 2017, 21:47:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 35 min 17 sec
CPU time1 hours 35 min 8 sec
Validate stateValid
Credit739.89
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.63 MB
Peak swap size150.18 MB
Peak disk usage0.87 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: 50.5503273010s, input_fired_time: 0.4229467213, output_fired_time: 0.2894748449, propagate_forward_time: 20.3924503326, propagate_backward_time: 27.4375362396, weight_update_time: 0.0857025534, other_time: 2.0079193115
epoch time: 4.6098256111s, input_fired_time: 0.0509111583, output_fired_time: 0.0000000000, propagate_forward_time: 4.1903519630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685626984
validation[          , genome  1613] predictions:    9294/  10000 (92.94%), best:    9329/10000 (93.29%), error:      2444.96436, best error:      2284.09619 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.2629280090s, input_fired_time: 0.4249902070, output_fired_time: 0.2917589545, propagate_forward_time: 20.6950874329, propagate_backward_time: 27.8321895599, weight_update_time: 0.0864568874, other_time: 2.0188999176
epoch time: 4.5645728111s, input_fired_time: 0.0497204475, output_fired_time: 0.0000000000, propagate_forward_time: 4.1499576569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648948669
validation[          , genome  1613] predictions:    9333/  10000 (93.33%), best:    9333/10000 (93.33%), error:      2230.36523, best error:      2230.36523 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.4940261841s, input_fired_time: 0.4268926382, output_fired_time: 0.2924308479, propagate_forward_time: 20.7950630188, propagate_backward_time: 27.9454879761, weight_update_time: 0.0872708783, other_time: 2.0341529846
epoch time: 4.6070704460s, input_fired_time: 0.0506473631, output_fired_time: 0.0000000000, propagate_forward_time: 4.1873583794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690648079
validation[          , genome  1613] predictions:    9301/  10000 (93.01%), best:    9333/10000 (93.33%), error:      2298.99414, best error:      2230.36523 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 51.6364288330s, input_fired_time: 0.4322795868, output_fired_time: 0.2950225174, propagate_forward_time: 20.8211078644, propagate_backward_time: 28.0370178223, weight_update_time: 0.0885569751, other_time: 2.0510005951
epoch time: 4.2380290031s, input_fired_time: 0.0482208207, output_fired_time: 0.0000000000, propagate_forward_time: 3.8281340599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616743088
validation[          , genome  1613] predictions:    9350/  10000 (93.50%), best:    9333/10000 (93.33%), error:      2234.88232, best error:      2230.36523 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 49.9066696167s, input_fired_time: 0.4254793823, output_fired_time: 0.2866415977, propagate_forward_time: 20.1049289703, propagate_backward_time: 27.0923824310, weight_update_time: 0.0850213692, other_time: 1.9972381592
epoch time: 4.6195697784s, input_fired_time: 0.0506604575, output_fired_time: 0.0000000000, propagate_forward_time: 4.2020993233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668098450
validation[          , genome  1613] predictions:    9333/  10000 (93.33%), best:    9333/10000 (93.33%), error:      2344.33813, best error:      2230.36523 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 51.2870063782s, input_fired_time: 0.4288627207, output_fired_time: 0.2915537357, propagate_forward_time: 20.7188930511, propagate_backward_time: 27.8208580017, weight_update_time: 0.0873210207, other_time: 2.0268383026
epoch time: 4.6315717697s, input_fired_time: 0.0511170812, output_fired_time: 0.0000000000, propagate_forward_time: 4.2116470337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688077927
validation[          , genome  1613] predictions:    9334/  10000 (93.34%), best:    9334/10000 (93.34%), error:      2196.36255, best error:      2196.36255 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.9997940063s, input_fired_time: 0.4323425293, output_fired_time: 0.2960627079, propagate_forward_time: 21.0123157501, propagate_backward_time: 28.2123374939, weight_update_time: 0.0880123749, other_time: 2.0467357635
epoch time: 4.6228971481s, input_fired_time: 0.0506237857, output_fired_time: 0.0000000000, propagate_forward_time: 4.2036271095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686461449
validation[          , genome  1613] predictions:    9318/  10000 (93.18%), best:    9334/10000 (93.34%), error:      2348.63477, best error:      2196.36255 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.0115127563s, input_fired_time: 0.4344374239, output_fired_time: 0.2966544628, propagate_forward_time: 21.0246753693, propagate_backward_time: 28.2107467651, weight_update_time: 0.0880873725, other_time: 2.0450000763
epoch time: 4.6235690117s, input_fired_time: 0.0516983569, output_fired_time: 0.0000000000, propagate_forward_time: 4.2021617889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697090149
validation[          , genome  1613] predictions:    9356/  10000 (93.56%), best:    9334/10000 (93.34%), error:      2251.34570, best error:      2196.36255 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.9838180542s, input_fired_time: 0.4314017594, output_fired_time: 0.2950616181, propagate_forward_time: 21.0165367126, propagate_backward_time: 28.2048549652, weight_update_time: 0.0876474157, other_time: 2.0359630585
epoch time: 4.6247520447s, input_fired_time: 0.0509636588, output_fired_time: 0.0000000000, propagate_forward_time: 4.2042365074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695516586
validation[          , genome  1613] predictions:    9364/  10000 (93.64%), best:    9364/10000 (93.64%), error:      2171.67603, best error:      2171.67603 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 52.0655250549s, input_fired_time: 0.4299466610, output_fired_time: 0.2956649959, propagate_forward_time: 21.0433273315, propagate_backward_time: 28.2672710419, weight_update_time: 0.0874085054, other_time: 2.0293140411
epoch time: 4.4901995659s, input_fired_time: 0.0498523749, output_fired_time: 0.0000000000, propagate_forward_time: 4.0795865059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607606888
validation[          , genome  1613] predictions:    9369/  10000 (93.69%), best:    9369/10000 (93.69%), error:      2163.03613, best error:      2163.03613 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 51.8142318726s, input_fired_time: 0.4288804531, output_fired_time: 0.2941651046, propagate_forward_time: 20.9148654938, propagate_backward_time: 28.1536808014, weight_update_time: 0.0878765732, other_time: 2.0226402283
epoch time: 4.6112823486s, input_fired_time: 0.0519436561, output_fired_time: 0.0000000000, propagate_forward_time: 4.1886425018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706960678
validation[          , genome  1613] predictions:    9342/  10000 (93.42%), best:    9369/10000 (93.69%), error:      2260.88159, best error:      2163.03613 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.7209358215s, input_fired_time: 0.4291931987, output_fired_time: 0.2930586338, propagate_forward_time: 20.8186092377, propagate_backward_time: 28.1511192322, weight_update_time: 0.0879727900, other_time: 2.0289554596
epoch time: 4.6172175407s, input_fired_time: 0.0526767373, output_fired_time: 0.0000000000, propagate_forward_time: 4.1916813850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728594780
validation[          , genome  1613] predictions:    9379/  10000 (93.79%), best:    9379/10000 (93.79%), error:      2132.81250, best error:      2132.81250 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.1298637390s, input_fired_time: 0.4282713532, output_fired_time: 0.2908939719, propagate_forward_time: 20.6575527191, propagate_backward_time: 27.7272338867, weight_update_time: 0.0866405070, other_time: 2.0259113312
epoch time: 4.6124649048s, input_fired_time: 0.0511448793, output_fired_time: 0.0000000000, propagate_forward_time: 4.1873073578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740124702
validation[          , genome  1613] predictions:    9296/  10000 (92.96%), best:    9379/10000 (93.79%), error:      2376.50562, best error:      2132.81250 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.7607879639s, input_fired_time: 0.4259951115, output_fired_time: 0.2881417871, propagate_forward_time: 20.9746551514, propagate_backward_time: 28.0514183044, weight_update_time: 0.0873247236, other_time: 2.0205764771
epoch time: 4.6017017365s, input_fired_time: 0.0518437773, output_fired_time: 0.0000000000, propagate_forward_time: 4.1882171631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616409302
validation[          , genome  1613] predictions:    9345/  10000 (93.45%), best:    9379/10000 (93.79%), error:      2294.09863, best error:      2132.81250 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 51.8303642273s, input_fired_time: 0.4297524989, output_fired_time: 0.2977853119, propagate_forward_time: 20.9462928772, propagate_backward_time: 28.1291637421, weight_update_time: 0.0871601775, other_time: 2.0273685455
epoch time: 4.6037473679s, input_fired_time: 0.0512438007, output_fired_time: 0.0000000000, propagate_forward_time: 4.1849913597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675122261
validation[          , genome  1613] predictions:    9367/  10000 (93.67%), best:    9379/10000 (93.79%), error:      2149.09155, best error:      2132.81250 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.8149108887s, input_fired_time: 0.4311946332, output_fired_time: 0.2942512333, propagate_forward_time: 20.9543457031, propagate_backward_time: 28.1086235046, weight_update_time: 0.0873900279, other_time: 2.0264968872
epoch time: 4.5983343124s, input_fired_time: 0.0501295440, output_fired_time: 0.0000000000, propagate_forward_time: 4.1837463379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644585609
validation[          , genome  1613] predictions:    9364/  10000 (93.64%), best:    9379/10000 (93.79%), error:      2172.91016, best error:      2132.81250 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 51.7988052368s, input_fired_time: 0.4278167486, output_fired_time: 0.2941339016, propagate_forward_time: 20.9268264771, propagate_backward_time: 28.1205883026, weight_update_time: 0.0871077925, other_time: 2.0294399261
epoch time: 4.6060800552s, input_fired_time: 0.0515663885, output_fired_time: 0.0000000000, propagate_forward_time: 4.1859474182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685660362
validation[          , genome  1613] predictions:    9377/  10000 (93.77%), best:    9377/10000 (93.77%), error:      2102.18823, best error:      2102.18823 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.8000259399s, input_fired_time: 0.4304112792, output_fired_time: 0.2949582338, propagate_forward_time: 20.9284362793, propagate_backward_time: 28.1196994781, weight_update_time: 0.0870767683, other_time: 2.0265178680
epoch time: 4.6096782684s, input_fired_time: 0.0515468605, output_fired_time: 0.0000000000, propagate_forward_time: 4.1883568764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697743416
validation[          , genome  1613] predictions:    9369/  10000 (93.69%), best:    9377/10000 (93.77%), error:      2174.13794, best error:      2102.18823 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.8354225159s, input_fired_time: 0.4306024909, output_fired_time: 0.2946274877, propagate_forward_time: 20.9466114044, propagate_backward_time: 28.1122169495, weight_update_time: 0.0882957354, other_time: 2.0513629913
epoch time: 4.6200327873s, input_fired_time: 0.0523124263, output_fired_time: 0.0000000000, propagate_forward_time: 4.2022805214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654398918
validation[          , genome  1613] predictions:    9359/  10000 (93.59%), best:    9377/10000 (93.77%), error:      2194.37817, best error:      2102.18823 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 51.7937889099s, input_fired_time: 0.4281822443, output_fired_time: 0.2916043103, propagate_forward_time: 20.9570503235, propagate_backward_time: 28.0911312103, weight_update_time: 0.0875327736, other_time: 2.0258235931
epoch time: 4.6051449776s, input_fired_time: 0.0507232100, output_fired_time: 0.0000000000, propagate_forward_time: 4.1876568794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667650223
validation[          , genome  1613] predictions:    9307/  10000 (93.07%), best:    9377/10000 (93.77%), error:      2342.41919, best error:      2102.18823 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 51.7278900146s, input_fired_time: 0.4313051999, output_fired_time: 0.2937673330, propagate_forward_time: 20.8995456696, propagate_backward_time: 28.0733966827, weight_update_time: 0.0873148590, other_time: 2.0298767090
epoch time: 4.6293554306s, input_fired_time: 0.0523409359, output_fired_time: 0.0000000000, propagate_forward_time: 4.2054347992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715796471
validation[          , genome  1613] predictions:    9386/  10000 (93.86%), best:    9377/10000 (93.77%), error:      2113.45825, best error:      2102.18823 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 52.0169906616s, input_fired_time: 0.4308527112, output_fired_time: 0.2947690785, propagate_forward_time: 21.0188388824, propagate_backward_time: 28.2445564270, weight_update_time: 0.0872079134, other_time: 2.0279750824
epoch time: 4.6268959045s, input_fired_time: 0.0510284789, output_fired_time: 0.0000000000, propagate_forward_time: 4.2077736855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680939674
validation[          , genome  1613] predictions:    9370/  10000 (93.70%), best:    9377/10000 (93.77%), error:      2147.99829, best error:      2102.18823 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.0558662415s, input_fired_time: 0.4350870848, output_fired_time: 0.2951217890, propagate_forward_time: 21.0233802795, propagate_backward_time: 28.2552871704, weight_update_time: 0.0881981775, other_time: 2.0469932556
epoch time: 4.6244645119s, input_fired_time: 0.0509485230, output_fired_time: 0.0000000000, propagate_forward_time: 4.2046508789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688650131
validation[          , genome  1613] predictions:    9390/  10000 (93.90%), best:    9377/10000 (93.77%), error:      2129.27808, best error:      2102.18823 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.0177268982s, input_fired_time: 0.4319701493, output_fired_time: 0.2945621908, propagate_forward_time: 21.0213222504, propagate_backward_time: 28.2386245728, weight_update_time: 0.0875161365, other_time: 2.0312480927
epoch time: 4.6212515831s, input_fired_time: 0.0520310700, output_fired_time: 0.0000000000, propagate_forward_time: 4.2022333145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669872284
validation[          , genome  1613] predictions:    9346/  10000 (93.46%), best:    9377/10000 (93.77%), error:      2270.82373, best error:      2102.18823 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 52.0410385132s, input_fired_time: 0.4324986041, output_fired_time: 0.2939462662, propagate_forward_time: 21.0392341614, propagate_backward_time: 28.2446918488, weight_update_time: 0.0873701498, other_time: 2.0306682587
epoch time: 4.6247649193s, input_fired_time: 0.0506568328, output_fired_time: 0.0000000000, propagate_forward_time: 4.2068662643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672418594
validation[          , genome  1613] predictions:    9399/  10000 (93.99%), best:    9399/10000 (93.99%), error:      2075.91479, best error:      2075.91479 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 51.8478927612s, input_fired_time: 0.4316988885, output_fired_time: 0.2888457775, propagate_forward_time: 21.0028896332, propagate_backward_time: 28.0889968872, weight_update_time: 0.0882326141, other_time: 2.0354633331
epoch time: 4.6287136078s, input_fired_time: 0.0509296246, output_fired_time: 0.0000000000, propagate_forward_time: 4.2069582939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708257675
validation[          , genome  1613] predictions:    9295/  10000 (92.95%), best:    9399/10000 (93.99%), error:      2384.42578, best error:      2075.91479 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.0119972229s, input_fired_time: 0.4335291982, output_fired_time: 0.2939059138, propagate_forward_time: 21.0236530304, propagate_backward_time: 28.2382850647, weight_update_time: 0.0871883929, other_time: 2.0226230621
epoch time: 4.6228437424s, input_fired_time: 0.0520198196, output_fired_time: 0.0000000000, propagate_forward_time: 4.2025690079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682551384
validation[          , genome  1613] predictions:    9407/  10000 (94.07%), best:    9407/10000 (94.07%), error:      2063.48291, best error:      2063.48291 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.0505790710s, input_fired_time: 0.4351280928, output_fired_time: 0.2959822416, propagate_forward_time: 21.0443325043, propagate_backward_time: 28.2406864166, weight_update_time: 0.0875490680, other_time: 2.0344505310
epoch time: 4.6217784882s, input_fired_time: 0.0511929281, output_fired_time: 0.0000000000, propagate_forward_time: 4.2026820183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679037094
validation[          , genome  1613] predictions:    9397/  10000 (93.97%), best:    9407/10000 (94.07%), error:      2074.09717, best error:      2063.48291 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.5363845825s, input_fired_time: 0.4394015372, output_fired_time: 0.2980149090, propagate_forward_time: 21.2272815704, propagate_backward_time: 28.4672756195, weight_update_time: 0.0883503109, other_time: 2.1044120789
epoch time: 4.6303057671s, input_fired_time: 0.0518712252, output_fired_time: 0.0000000000, propagate_forward_time: 4.2041392326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742952347
validation[          , genome  1613] predictions:    9355/  10000 (93.55%), best:    9407/10000 (94.07%), error:      2185.45557, best error:      2063.48291 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.9625358582s, input_fired_time: 0.4336282611, output_fired_time: 0.2909205854, propagate_forward_time: 20.9248199463, propagate_backward_time: 28.2271652222, weight_update_time: 0.0881722271, other_time: 2.0860023499
epoch time: 4.6690554619s, input_fired_time: 0.0535281114, output_fired_time: 0.0000000000, propagate_forward_time: 4.2469291687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685979843
validation[          , genome  1613] predictions:    9388/  10000 (93.88%), best:    9407/10000 (94.07%), error:      2133.26782, best error:      2063.48291 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.2710418701s, input_fired_time: 0.4381989241, output_fired_time: 0.2964298725, propagate_forward_time: 21.1052532196, propagate_backward_time: 28.3370494843, weight_update_time: 0.0880529955, other_time: 2.0941123962
epoch time: 4.4488420486s, input_fired_time: 0.0511999018, output_fired_time: 0.0000000000, propagate_forward_time: 4.0364646912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611774445
validation[          , genome  1613] predictions:    9407/  10000 (94.07%), best:    9407/10000 (94.07%), error:      2034.36963, best error:      2034.36963 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.1210098267s, input_fired_time: 0.4374885261, output_fired_time: 0.2939862609, propagate_forward_time: 20.9936313629, propagate_backward_time: 28.3080291748, weight_update_time: 0.0886801034, other_time: 2.0878734589
epoch time: 4.6452670097s, input_fired_time: 0.0528308414, output_fired_time: 0.0000000000, propagate_forward_time: 4.2163372040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760991096
validation[          , genome  1613] predictions:    9379/  10000 (93.79%), best:    9407/10000 (94.07%), error:      2119.00244, best error:      2034.36963 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.3264274597s, input_fired_time: 0.4427382648, output_fired_time: 0.2963213921, propagate_forward_time: 21.1478519440, propagate_backward_time: 28.3777847290, weight_update_time: 0.0874663144, other_time: 2.0617313385
epoch time: 4.8156023026s, input_fired_time: 0.0552753545, output_fired_time: 0.0000000000, propagate_forward_time: 4.3662695885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940572739
validation[          , genome  1613] predictions:    9400/  10000 (94.00%), best:    9400/10000 (94.00%), error:      2033.47815, best error:      2033.47815 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.5258483887s, input_fired_time: 0.4428222775, output_fired_time: 0.2952761650, propagate_forward_time: 21.2052326202, propagate_backward_time: 28.5078487396, weight_update_time: 0.0908324197, other_time: 2.0746688843
epoch time: 4.6345944405s, input_fired_time: 0.0523396209, output_fired_time: 0.0000000000, propagate_forward_time: 4.2100071907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722476959
validation[          , genome  1613] predictions:    9371/  10000 (93.71%), best:    9400/10000 (94.00%), error:      2160.29224, best error:      2033.47815 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.0830307007s, input_fired_time: 0.4435950220, output_fired_time: 0.2943028212, propagate_forward_time: 21.0264320374, propagate_backward_time: 28.2247829437, weight_update_time: 0.0880083069, other_time: 2.0939159393
epoch time: 4.6233725548s, input_fired_time: 0.0515777767, output_fired_time: 0.0000000000, propagate_forward_time: 4.2010078430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707871437
validation[          , genome  1613] predictions:    9409/  10000 (94.09%), best:    9400/10000 (94.00%), error:      2036.38147, best error:      2033.47815 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.8554191589s, input_fired_time: 0.4445210993, output_fired_time: 0.2970307767, propagate_forward_time: 21.2931632996, propagate_backward_time: 28.6780166626, weight_update_time: 0.0895468518, other_time: 2.1426849365
epoch time: 4.7375860214s, input_fired_time: 0.0541348234, output_fired_time: 0.0000000000, propagate_forward_time: 4.3057241440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777270317
validation[          , genome  1613] predictions:    9384/  10000 (93.84%), best:    9400/10000 (94.00%), error:      2099.18213, best error:      2033.47815 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.2660140991s, input_fired_time: 0.4392489195, output_fired_time: 0.2960679233, propagate_forward_time: 21.1319160461, propagate_backward_time: 28.3191051483, weight_update_time: 0.0879060999, other_time: 2.0796794891
epoch time: 4.6314516068s, input_fired_time: 0.0535199642, output_fired_time: 0.0000000000, propagate_forward_time: 4.2022371292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756942749
validation[          , genome  1613] predictions:    9403/  10000 (94.03%), best:    9400/10000 (94.00%), error:      2088.61450, best error:      2033.47815 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.3302764893s, input_fired_time: 0.4389836788, output_fired_time: 0.2966058850, propagate_forward_time: 21.1985282898, propagate_backward_time: 28.3492393494, weight_update_time: 0.0880315676, other_time: 2.0469207764
epoch time: 4.6337394714s, input_fired_time: 0.0523415208, output_fired_time: 0.0000000000, propagate_forward_time: 4.2114691734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3699288368
validation[          , genome  1613] predictions:    9366/  10000 (93.66%), best:    9400/10000 (94.00%), error:      2193.81714, best error:      2033.47815 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.9347648621s, input_fired_time: 0.4374856055, output_fired_time: 0.2954400182, propagate_forward_time: 20.9801521301, propagate_backward_time: 28.1913490295, weight_update_time: 0.0875163898, other_time: 2.0303382874
epoch time: 4.6239047050s, input_fired_time: 0.0511213541, output_fired_time: 0.0000000000, propagate_forward_time: 4.2052516937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675317764
validation[          , genome  1613] predictions:    9401/  10000 (94.01%), best:    9400/10000 (94.00%), error:      2071.97925, best error:      2033.47815 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.1062736511s, input_fired_time: 0.4379079938, output_fired_time: 0.2972778678, propagate_forward_time: 21.0680675507, propagate_backward_time: 28.2762031555, weight_update_time: 0.0875886679, other_time: 2.0268154144
epoch time: 4.6375675201s, input_fired_time: 0.0532254502, output_fired_time: 0.0000000000, propagate_forward_time: 4.2122592926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720827103
validation[          , genome  1613] predictions:    9381/  10000 (93.81%), best:    9400/10000 (94.00%), error:      2063.36597, best error:      2033.47815 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 49.9563293457s, input_fired_time: 0.4296136498, output_fired_time: 0.2852303386, propagate_forward_time: 20.1697082520, propagate_backward_time: 27.0763359070, weight_update_time: 0.0844921544, other_time: 1.9954414368
epoch time: 4.6374278069s, input_fired_time: 0.0535513535, output_fired_time: 0.0000000000, propagate_forward_time: 4.2138276100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700489998
validation[          , genome  1613] predictions:    9377/  10000 (93.77%), best:    9400/10000 (94.00%), error:      2188.96802, best error:      2033.47815 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 51.9013671875s, input_fired_time: 0.4367452264, output_fired_time: 0.3016108274, propagate_forward_time: 20.9397087097, propagate_backward_time: 28.1847076416, weight_update_time: 0.0880749300, other_time: 2.0385971069
epoch time: 4.6019477844s, input_fired_time: 0.0519451238, output_fired_time: 0.0000000000, propagate_forward_time: 4.1789054871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3710970879
validation[          , genome  1613] predictions:    9379/  10000 (93.79%), best:    9400/10000 (94.00%), error:      2045.85278, best error:      2033.47815 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.6933670044s, input_fired_time: 0.4257293940, output_fired_time: 0.2881891429, propagate_forward_time: 20.4438667297, propagate_backward_time: 27.5378704071, weight_update_time: 0.0858715475, other_time: 1.9977130890
epoch time: 4.6501426697s, input_fired_time: 0.0525070094, output_fired_time: 0.0000000000, propagate_forward_time: 4.2283205986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693151474
validation[          , genome  1613] predictions:    9361/  10000 (93.61%), best:    9400/10000 (94.00%), error:      2147.61377, best error:      2033.47815 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.5885887146s, input_fired_time: 0.4345987439, output_fired_time: 0.2946011424, propagate_forward_time: 20.8202056885, propagate_backward_time: 28.0127887726, weight_update_time: 0.0874125212, other_time: 2.0263957977
epoch time: 4.6198172569s, input_fired_time: 0.0519756712, output_fired_time: 0.0000000000, propagate_forward_time: 4.2005987167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672428131
validation[          , genome  1613] predictions:    9386/  10000 (93.86%), best:    9400/10000 (94.00%), error:      2112.31299, best error:      2033.47815 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 51.8893013000s, input_fired_time: 0.4355086684, output_fired_time: 0.2945879996, propagate_forward_time: 20.9529304504, propagate_backward_time: 28.2109718323, weight_update_time: 0.0881947204, other_time: 1.9953041077
epoch time: 4.6142807007s, input_fired_time: 0.0508873165, output_fired_time: 0.0000000000, propagate_forward_time: 4.1992802620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641133308
validation[          , genome  1613] predictions:    9382/  10000 (93.82%), best:    9400/10000 (94.00%), error:      2071.78052, best error:      2033.47815 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 51.9513664246s, input_fired_time: 0.4423924088, output_fired_time: 0.2965939045, propagate_forward_time: 20.9388294220, propagate_backward_time: 28.2373714447, weight_update_time: 0.0884160921, other_time: 2.0361785889
epoch time: 4.5534310341s, input_fired_time: 0.0515781008, output_fired_time: 0.0000000000, propagate_forward_time: 4.1378283501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640246391
validation[          , genome  1613] predictions:    9402/  10000 (94.02%), best:    9400/10000 (94.00%), error:      2073.68311, best error:      2033.47815 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.9093627930s, input_fired_time: 0.4372524619, output_fired_time: 0.2909164131, propagate_forward_time: 21.0222606659, propagate_backward_time: 28.1490287781, weight_update_time: 0.0879054517, other_time: 2.0099048615
epoch time: 4.6252565384s, input_fired_time: 0.0524384156, output_fired_time: 0.0000000000, propagate_forward_time: 4.2127313614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600869179
validation[          , genome  1613] predictions:    9394/  10000 (93.94%), best:    9400/10000 (94.00%), error:      2033.60815, best error:      2033.47815 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 51.8289146423s, input_fired_time: 0.4339866340, output_fired_time: 0.2900623083, propagate_forward_time: 20.8940811157, propagate_backward_time: 28.1909446716, weight_update_time: 0.0878941044, other_time: 2.0198402405
epoch time: 4.6157093048s, input_fired_time: 0.0519143008, output_fired_time: 0.0000000000, propagate_forward_time: 4.1915664673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3722286224
validation[          , genome  1613] predictions:    9381/  10000 (93.81%), best:    9400/10000 (94.00%), error:      2116.07202, best error:      2033.47815 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 51.8772125244s, input_fired_time: 0.4351139665, output_fired_time: 0.2945008278, propagate_forward_time: 20.9546871185, propagate_backward_time: 28.1885967255, weight_update_time: 0.0874703303, other_time: 2.0043106079
epoch time: 4.6021151543s, input_fired_time: 0.0520596541, output_fired_time: 0.0000000000, propagate_forward_time: 4.1901745796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598809242
validation[          , genome  1613] predictions:    9398/  10000 (93.98%), best:    9400/10000 (94.00%), error:      2036.57275, best error:      2033.47815 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.6574745178s, input_fired_time: 0.4375808239, output_fired_time: 0.2937491536, propagate_forward_time: 20.8514804840, propagate_backward_time: 28.0727996826, weight_update_time: 0.0873755887, other_time: 2.0018634796
epoch time: 4.5578594208s, input_fired_time: 0.0510882437, output_fired_time: 0.0000000000, propagate_forward_time: 4.1375322342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692388535
validation[          , genome  1613] predictions:    9393/  10000 (93.93%), best:    9400/10000 (94.00%), error:      2108.55518, best error:      2033.47815 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.0476341248s, input_fired_time: 0.4184168279, output_fired_time: 0.2764400244, propagate_forward_time: 19.3989238739, propagate_backward_time: 26.0084552765, weight_update_time: 0.0820642114, other_time: 1.9454002380
epoch time: 4.6208200455s, input_fired_time: 0.0527620800, output_fired_time: 0.0000000000, propagate_forward_time: 4.2014179230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666400909
validation[          , genome  1613] predictions:    9383/  10000 (93.83%), best:    9400/10000 (94.00%), error:      2072.41260, best error:      2033.47815 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 52.1061210632s, input_fired_time: 0.4380107224, output_fired_time: 0.2944612801, propagate_forward_time: 20.9991054535, propagate_backward_time: 28.3183288574, weight_update_time: 0.0886468217, other_time: 2.0562152863
epoch time: 4.6142630577s, input_fired_time: 0.0530301854, output_fired_time: 0.0000000000, propagate_forward_time: 4.1964716911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647613525
validation[          , genome  1613] predictions:    9397/  10000 (93.97%), best:    9400/10000 (94.00%), error:      2103.39062, best error:      2033.47815 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.1261138916s, input_fired_time: 0.4374498725, output_fired_time: 0.2963773012, propagate_forward_time: 21.0403766632, propagate_backward_time: 28.3131809235, weight_update_time: 0.0882907435, other_time: 2.0387268066
epoch time: 4.6249623299s, input_fired_time: 0.0536977164, output_fired_time: 0.0000000000, propagate_forward_time: 4.1988458633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3724188805
validation[          , genome  1613] predictions:    9401/  10000 (94.01%), best:    9400/10000 (94.00%), error:      2139.56616, best error:      2033.47815 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.9753646851s, input_fired_time: 0.4370594025, output_fired_time: 0.2914763093, propagate_forward_time: 21.0282001495, propagate_backward_time: 28.2185096741, weight_update_time: 0.0882588401, other_time: 2.0001201630
epoch time: 4.6174716949s, input_fired_time: 0.0538034327, output_fired_time: 0.0000000000, propagate_forward_time: 4.1995778084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640904427
validation[          , genome  1613] predictions:    9396/  10000 (93.96%), best:    9400/10000 (94.00%), error:      2101.98901, best error:      2033.47815 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 52.0571250916s, input_fired_time: 0.4365148842, output_fired_time: 0.3012248874, propagate_forward_time: 21.0174121857, propagate_backward_time: 28.2710647583, weight_update_time: 0.0878322795, other_time: 2.0309085846
epoch time: 4.6276421547s, input_fired_time: 0.0528936572, output_fired_time: 0.0000000000, propagate_forward_time: 4.2055525780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691959381
validation[          , genome  1613] predictions:    9408/  10000 (94.08%), best:    9400/10000 (94.00%), error:      2038.75134, best error:      2033.47815 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.9558944702s, input_fired_time: 0.4364497960, output_fired_time: 0.2940765023, propagate_forward_time: 20.9781398773, propagate_backward_time: 28.2557258606, weight_update_time: 0.0877222419, other_time: 1.9915027618
epoch time: 4.6111741066s, input_fired_time: 0.0524524935, output_fired_time: 0.0000000000, propagate_forward_time: 4.1980161667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607053757
validation[          , genome  1613] predictions:    9395/  10000 (93.95%), best:    9400/10000 (94.00%), error:      2039.16296, best error:      2033.47815 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.0035209656s, input_fired_time: 0.4371273816, output_fired_time: 0.2914329171, propagate_forward_time: 20.9630107880, propagate_backward_time: 28.2793140411, weight_update_time: 0.0879935920, other_time: 2.0326385498
epoch time: 4.6204800606s, input_fired_time: 0.0525717176, output_fired_time: 0.0000000000, propagate_forward_time: 4.1987924576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691158295
validation[          , genome  1613] predictions:    9378/  10000 (93.78%), best:    9400/10000 (94.00%), error:      2049.30835, best error:      2033.47815 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 51.9877777100s, input_fired_time: 0.4362679720, output_fired_time: 0.2905714512, propagate_forward_time: 20.9260425568, propagate_backward_time: 28.3025760651, weight_update_time: 0.0881632864, other_time: 2.0323181152
epoch time: 4.6221299171s, input_fired_time: 0.0536375046, output_fired_time: 0.0000000000, propagate_forward_time: 4.1995034218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689889908
validation[          , genome  1613] predictions:    9397/  10000 (93.97%), best:    9400/10000 (94.00%), error:      2051.64526, best error:      2033.47815 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.9522018433s, input_fired_time: 0.4389176965, output_fired_time: 0.2916891277, propagate_forward_time: 20.9009532928, propagate_backward_time: 28.2711772919, weight_update_time: 0.0886107236, other_time: 2.0494613647
epoch time: 4.6211133003s, input_fired_time: 0.0528412685, output_fired_time: 0.0000000000, propagate_forward_time: 4.1996350288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686370850
validation[          , genome  1613] predictions:    9390/  10000 (93.90%), best:    9400/10000 (94.00%), error:      2055.22583, best error:      2033.47815 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.9989051819s, input_fired_time: 0.4364484251, output_fired_time: 0.2909436822, propagate_forward_time: 20.9310207367, propagate_backward_time: 28.3054904938, weight_update_time: 0.0880915821, other_time: 2.0350036621
epoch time: 4.6217627525s, input_fired_time: 0.0527756251, output_fired_time: 0.0000000000, propagate_forward_time: 4.1991577148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3698291779
validation[          , genome  1613] predictions:    9380/  10000 (93.80%), best:    9400/10000 (94.00%), error:      2181.29956, best error:      2033.47815 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.9789123535s, input_fired_time: 0.4390498400, output_fired_time: 0.2917698324, propagate_forward_time: 20.9315776825, propagate_backward_time: 28.2863197327, weight_update_time: 0.0880893096, other_time: 2.0301952362
epoch time: 4.6244544983s, input_fired_time: 0.0534774102, output_fired_time: 0.0000000000, propagate_forward_time: 4.2012300491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697471619
validation[          , genome  1613] predictions:    9383/  10000 (93.83%), best:    9400/10000 (94.00%), error:      2139.73340, best error:      2033.47815 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.0672645569s, input_fired_time: 0.4400684237, output_fired_time: 0.2963701487, propagate_forward_time: 21.0112857819, propagate_backward_time: 28.2904281616, weight_update_time: 0.0881884694, other_time: 2.0291118622
epoch time: 4.6303067207s, input_fired_time: 0.0524178594, output_fired_time: 0.0000000000, propagate_forward_time: 4.2058086395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720803261
validation[          , genome  1613] predictions:    9386/  10000 (93.86%), best:    9400/10000 (94.00%), error:      2105.14404, best error:      2033.47815 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 52.0074081421s, input_fired_time: 0.4383479655, output_fired_time: 0.2960882783, propagate_forward_time: 21.0176773071, propagate_backward_time: 28.2637786865, weight_update_time: 0.0880408809, other_time: 1.9915161133
epoch time: 4.6142902374s, input_fired_time: 0.0523744524, output_fired_time: 0.0000000000, propagate_forward_time: 4.2023782730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595376015
validation[          , genome  1613] predictions:    9399/  10000 (93.99%), best:    9400/10000 (94.00%), error:      2097.25269, best error:      2033.47815 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.8924560547s, input_fired_time: 0.4370984435, output_fired_time: 0.2953556180, propagate_forward_time: 20.9421920776, propagate_backward_time: 28.2314014435, weight_update_time: 0.0878750607, other_time: 1.9864063263
epoch time: 4.5975971222s, input_fired_time: 0.0523974821, output_fired_time: 0.0000000000, propagate_forward_time: 4.1845569611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606429100
validation[          , genome  1613] predictions:    9368/  10000 (93.68%), best:    9400/10000 (94.00%), error:      2162.49805, best error:      2033.47815 on epoch:    46, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.8381156921s, input_fired_time: 0.4375044703, output_fired_time: 0.2963785529, propagate_forward_time: 20.9126853943, propagate_backward_time: 28.2047176361, weight_update_time: 0.0877798349, other_time: 1.9868297577
epoch time: 4.5995678902s, input_fired_time: 0.0533867106, output_fired_time: 0.0000000000, propagate_forward_time: 4.1842842102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618969917
validation[          , genome  1613] predictions:    9402/  10000 (94.02%), best:    9402/10000 (94.02%), error:      2026.69287, best error:      2026.69287 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.9185066223s, input_fired_time: 0.4386149049, output_fired_time: 0.2953670025, propagate_forward_time: 20.9540653229, propagate_backward_time: 28.2393741608, weight_update_time: 0.0881542340, other_time: 1.9910850525
epoch time: 4.6129541397s, input_fired_time: 0.0525278822, output_fired_time: 0.0000000000, propagate_forward_time: 4.2004208565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600053787
validation[          , genome  1613] predictions:    9384/  10000 (93.84%), best:    9402/10000 (94.02%), error:      2088.23706, best error:      2026.69287 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.9362754822s, input_fired_time: 0.4418396056, output_fired_time: 0.2953155041, propagate_forward_time: 20.9642753601, propagate_backward_time: 28.2441558838, weight_update_time: 0.0881574824, other_time: 1.9906883240
epoch time: 4.6078848839s, input_fired_time: 0.0532150269, output_fired_time: 0.0000000000, propagate_forward_time: 4.1929197311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617501259
validation[          , genome  1613] predictions:    9415/  10000 (94.15%), best:    9415/10000 (94.15%), error:      1970.33606, best error:      1970.33606 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.9558143616s, input_fired_time: 0.4425905049, output_fired_time: 0.2959284484, propagate_forward_time: 20.9748916626, propagate_backward_time: 28.2470588684, weight_update_time: 0.0879312456, other_time: 1.9953460693
epoch time: 4.6048669815s, input_fired_time: 0.0530662313, output_fired_time: 0.0000000000, propagate_forward_time: 4.1927204132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590803146
validation[          , genome  1613] predictions:    9417/  10000 (94.17%), best:    9415/10000 (94.15%), error:      1989.32324, best error:      1970.33606 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 51.5497512817s, input_fired_time: 0.4364976883, output_fired_time: 0.2906141579, propagate_forward_time: 20.8480052948, propagate_backward_time: 27.9915504456, weight_update_time: 0.0873822346, other_time: 1.9830837250
epoch time: 4.6136097908s, input_fired_time: 0.0529247783, output_fired_time: 0.0000000000, propagate_forward_time: 4.2024984360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581867218
validation[          , genome  1613] predictions:    9401/  10000 (94.01%), best:    9415/10000 (94.15%), error:      2085.60449, best error:      1970.33606 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.7990913391s, input_fired_time: 0.4363924563, output_fired_time: 0.2877728939, propagate_forward_time: 21.0016803741, propagate_backward_time: 28.0811843872, weight_update_time: 0.0878973082, other_time: 1.9920597076
epoch time: 4.6304373741s, input_fired_time: 0.0533617027, output_fired_time: 0.0000000000, propagate_forward_time: 4.2114505768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656249046
validation[          , genome  1613] predictions:    9395/  10000 (93.95%), best:    9415/10000 (94.15%), error:      2091.62329, best error:      1970.33606 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 51.3744735718s, input_fired_time: 0.4363824725, output_fired_time: 0.2924357355, propagate_forward_time: 20.7407569885, propagate_backward_time: 27.9155864716, weight_update_time: 0.0880672187, other_time: 1.9893131256
epoch time: 4.5919475555s, input_fired_time: 0.0535780378, output_fired_time: 0.0000000000, propagate_forward_time: 4.1722989082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660707474
validation[          , genome  1613] predictions:    9412/  10000 (94.12%), best:    9415/10000 (94.15%), error:      1988.79529, best error:      1970.33606 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 51.5504951477s, input_fired_time: 0.4338623881, output_fired_time: 0.2875688970, propagate_forward_time: 20.8098678589, propagate_backward_time: 28.0265598297, weight_update_time: 0.0870781690, other_time: 1.9926395416
epoch time: 4.4346728325s, input_fired_time: 0.0516940914, output_fired_time: 0.0000000000, propagate_forward_time: 4.0252022743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577766418
validation[          , genome  1613] predictions:    9385/  10000 (93.85%), best:    9415/10000 (94.15%), error:      2077.39966, best error:      1970.33606 on epoch:    80, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 49.2815513611s, input_fired_time: 0.4214029014, output_fired_time: 0.2746010125, propagate_forward_time: 19.9711284637, propagate_backward_time: 26.6874542236, weight_update_time: 0.0834158063, other_time: 1.9269657135
epoch time: 4.6114168167s, input_fired_time: 0.0519841090, output_fired_time: 0.0000000000, propagate_forward_time: 4.1969499588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624825478
validation[          , genome  1613] predictions:    9371/  10000 (93.71%), best:    9415/10000 (94.15%), error:      2114.34326, best error:      1970.33606 on epoch:    80, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.9860305786s, input_fired_time: 0.4388072789, output_fired_time: 0.2960150838, propagate_forward_time: 20.9830265045, propagate_backward_time: 28.2745647430, weight_update_time: 0.0882078335, other_time: 1.9936141968
epoch time: 4.6128983498s, input_fired_time: 0.0534612313, output_fired_time: 0.0000000000, propagate_forward_time: 4.1935405731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658967018
validation[          , genome  1613] predictions:    9410/  10000 (94.10%), best:    9415/10000 (94.15%), error:      1999.69348, best error:      1970.33606 on epoch:    80, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 51.9406204224s, input_fired_time: 0.4407712817, output_fired_time: 0.2966641188, propagate_forward_time: 20.9575061798, propagate_backward_time: 28.2468223572, weight_update_time: 0.0880003422, other_time: 1.9988536835
epoch time: 4.6148314476s, input_fired_time: 0.0533483513, output_fired_time: 0.0000000000, propagate_forward_time: 4.2005047798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609781265
validation[          , genome  1613] predictions:    9383/  10000 (93.83%), best:    9415/10000 (94.15%), error:      2093.94971, best error:      1970.33606 on epoch:    80, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.7460861206s, input_fired_time: 0.4366511405, output_fired_time: 0.2891061604, propagate_forward_time: 20.9683265686, propagate_backward_time: 28.0688800812, weight_update_time: 0.0876748040, other_time: 1.9831256866
epoch time: 4.6225538254s, input_fired_time: 0.0539531671, output_fired_time: 0.0000000000, propagate_forward_time: 4.2017035484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668971062
validation[          , genome  1613] predictions:    9404/  10000 (94.04%), best:    9415/10000 (94.15%), error:      2020.99438, best error:      1970.33606 on epoch:    80, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 51.9429817200s, input_fired_time: 0.4406385124, output_fired_time: 0.2955744863, propagate_forward_time: 20.9724121094, propagate_backward_time: 28.2417259216, weight_update_time: 0.0883397758, other_time: 1.9926300049
epoch time: 4.6137356758s, input_fired_time: 0.0528492443, output_fired_time: 0.0000000000, propagate_forward_time: 4.1979336739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629527092
validation[          , genome  1613] predictions:    9373/  10000 (93.73%), best:    9415/10000 (94.15%), error:      2208.77710, best error:      1970.33606 on epoch:    80, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 51.8763160706s, input_fired_time: 0.4380955100, output_fired_time: 0.2903304994, propagate_forward_time: 21.0039825439, propagate_backward_time: 28.1579723358, weight_update_time: 0.0881609097, other_time: 1.9859371185
epoch time: 4.6134009361s, input_fired_time: 0.0530583821, output_fired_time: 0.0000000000, propagate_forward_time: 4.2047219276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556208611
validation[          , genome  1613] predictions:    9422/  10000 (94.22%), best:    9415/10000 (94.15%), error:      2003.74353, best error:      1970.33606 on epoch:    80, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.9789924622s, input_fired_time: 0.4417520165, output_fired_time: 0.2952799797, propagate_forward_time: 20.9839172363, propagate_backward_time: 28.2635059357, weight_update_time: 0.0880794972, other_time: 1.9945354462
epoch time: 4.6127018929s, input_fired_time: 0.0530562587, output_fired_time: 0.0000000000, propagate_forward_time: 4.1981673241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614783287
validation[          , genome  1613] predictions:    9404/  10000 (94.04%), best:    9415/10000 (94.15%), error:      2059.67163, best error:      1970.33606 on epoch:    80, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.8969497681s, input_fired_time: 0.4419682920, output_fired_time: 0.2969111800, propagate_forward_time: 20.9527778625, propagate_backward_time: 28.2289047241, weight_update_time: 0.0872974396, other_time: 1.9763908386
epoch time: 4.6175689697s, input_fired_time: 0.0544078015, output_fired_time: 0.0000000000, propagate_forward_time: 4.2007551193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624062538
validation[          , genome  1613] predictions:    9401/  10000 (94.01%), best:    9415/10000 (94.15%), error:      2121.82495, best error:      1970.33606 on epoch:    80, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 51.9869384766s, input_fired_time: 0.4401268661, output_fired_time: 0.2954256237, propagate_forward_time: 20.9835205078, propagate_backward_time: 28.2753009796, weight_update_time: 0.0883230194, other_time: 1.9925632477
epoch time: 4.6123733521s, input_fired_time: 0.0535965599, output_fired_time: 0.0000000000, propagate_forward_time: 4.1960206032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627562523
validation[          , genome  1613] predictions:    9417/  10000 (94.17%), best:    9415/10000 (94.15%), error:      1976.02393, best error:      1970.33606 on epoch:    80, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.9732666016s, input_fired_time: 0.4424671829, output_fired_time: 0.2972594500, propagate_forward_time: 20.9823875427, propagate_backward_time: 28.2535972595, weight_update_time: 0.0884627700, other_time: 1.9975547791
epoch time: 4.6163916588s, input_fired_time: 0.0529589169, output_fired_time: 0.0000000000, propagate_forward_time: 4.1998481750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635845184
validation[          , genome  1613] predictions:    9394/  10000 (93.94%), best:    9415/10000 (94.15%), error:      2063.17578, best error:      1970.33606 on epoch:    80, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.9340934753s, input_fired_time: 0.4418827593, output_fired_time: 0.2960757911, propagate_forward_time: 20.9632625580, propagate_backward_time: 28.2478771210, weight_update_time: 0.0876726285, other_time: 1.9849967957
epoch time: 4.6126523018s, input_fired_time: 0.0538305044, output_fired_time: 0.0000000000, propagate_forward_time: 4.1970882416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617334366
validation[          , genome  1613] predictions:    9421/  10000 (94.21%), best:    9415/10000 (94.15%), error:      1990.58948, best error:      1970.33606 on epoch:    80, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.9225654602s, input_fired_time: 0.4409328997, output_fired_time: 0.2932085991, propagate_forward_time: 21.0025882721, propagate_backward_time: 28.2040195465, weight_update_time: 0.0878300518, other_time: 1.9818153381
epoch time: 4.6134400368s, input_fired_time: 0.0529880337, output_fired_time: 0.0000000000, propagate_forward_time: 4.2031660080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572859764
validation[          , genome  1613] predictions:    9380/  10000 (93.80%), best:    9415/10000 (94.15%), error:      2100.31079, best error:      1970.33606 on epoch:    80, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.3153419495s, input_fired_time: 0.4284060895, output_fired_time: 0.2787057161, propagate_forward_time: 20.4179592133, propagate_backward_time: 27.2421798706, weight_update_time: 0.0858851746, other_time: 1.9480915070
epoch time: 4.6297521591s, input_fired_time: 0.0538073108, output_fired_time: 0.0000000000, propagate_forward_time: 4.2120156288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639292717
validation[          , genome  1613] predictions:    9421/  10000 (94.21%), best:    9415/10000 (94.15%), error:      1995.36230, best error:      1970.33606 on epoch:    80, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.0096092224s, input_fired_time: 0.4438081980, output_fired_time: 0.2966652811, propagate_forward_time: 20.9994506836, propagate_backward_time: 28.2779903412, weight_update_time: 0.0885908529, other_time: 1.9916934967
epoch time: 4.6070189476s, input_fired_time: 0.0539908260, output_fired_time: 0.0000000000, propagate_forward_time: 4.1904473305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3625807762
validation[          , genome  1613] predictions:    9407/  10000 (94.07%), best:    9415/10000 (94.15%), error:      2064.13159, best error:      1970.33606 on epoch:    80, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 51.9862403870s, input_fired_time: 0.4443274140, output_fired_time: 0.2963128090, propagate_forward_time: 20.9677772522, propagate_backward_time: 28.2795753479, weight_update_time: 0.0880621001, other_time: 1.9982452393
epoch time: 4.6009507179s, input_fired_time: 0.0533872135, output_fired_time: 0.0000000000, propagate_forward_time: 4.1848945618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626689911
validation[          , genome  1613] predictions:    9397/  10000 (93.97%), best:    9415/10000 (94.15%), error:      2069.90625, best error:      1970.33606 on epoch:    80, 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: 23.0853366852s, input_fired_time: 0.2652384341, output_fired_time: 0.0000000000, propagate_forward_time: 20.9635181427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8565807343
best training[          , genome  1613] predictions:   47841/  50000 (95.68%), best:    9415/10000 (94.15%), error:      7912.75391, best error:      1970.33606 on epoch:    80, 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: 4.6088976860s, input_fired_time: 0.0525050387, output_fired_time: 0.0000000000, propagate_forward_time: 4.1922621727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641304970
   testing[          , genome  1613] predictions:    9474/  10000 (94.74%), best:    9415/10000 (94.15%), error:      1871.06287, best error:      1970.33606 on epoch:    80, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:46:48 (68883): called boinc_finish(0)

</stderr_txt>
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