Nameexact_genome_1512568488_42_1357_1
Workunit2578034
Created6 Dec 2017, 19:07:39 UTC
Sent6 Dec 2017, 19:10:00 UTC
Report deadline8 Dec 2017, 0:04:45 UTC
Received7 Dec 2017, 18:04:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55677
Run time18 min 1 sec
CPU time17 min 59 sec
Validate stateValid
Credit301.18
Device peak FLOPS5.38 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.43 MB
Peak swap size150.32 MB
Peak disk usage0.88 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1283967495
validation[          , genome  1357] predictions:    9192/  10000 (91.92%), best:    9204/10000 (92.04%), error:      2845.97705, best error:      2840.03906 on epoch:    11, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 9.4290952682s, input_fired_time: 0.0630885288, output_fired_time: 0.0417186283, propagate_forward_time: 4.2082958221, propagate_backward_time: 4.4334082603, weight_update_time: 0.0279077142, other_time: 0.6825842857
epoch time: 0.9630700946s, input_fired_time: 0.0063907495, output_fired_time: 0.0000000000, propagate_forward_time: 0.8318989873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1247803569
validation[          , genome  1357] predictions:    9154/  10000 (91.54%), best:    9204/10000 (92.04%), error:      2870.73267, best error:      2840.03906 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 9.4133682251s, input_fired_time: 0.0630931556, output_fired_time: 0.0420502834, propagate_forward_time: 4.2014679909, propagate_backward_time: 4.4265074730, weight_update_time: 0.0278092995, other_time: 0.6802492142
epoch time: 0.9681376219s, input_fired_time: 0.0066818898, output_fired_time: 0.0000000000, propagate_forward_time: 0.8359509706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1255047321
validation[          , genome  1357] predictions:    9137/  10000 (91.37%), best:    9204/10000 (92.04%), error:      2886.50415, best error:      2840.03906 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 9.8385791779s, input_fired_time: 0.0653544143, output_fired_time: 0.0431541018, propagate_forward_time: 4.3929667473, propagate_backward_time: 4.6214318275, weight_update_time: 0.0290194284, other_time: 0.7156724930
epoch time: 0.9639103413s, input_fired_time: 0.0067582536, output_fired_time: 0.0000000000, propagate_forward_time: 0.8327507973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1244012713
validation[          , genome  1357] predictions:    9173/  10000 (91.73%), best:    9173/10000 (91.73%), error:      2798.52954, best error:      2798.52954 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 9.3773431778s, input_fired_time: 0.0635369644, output_fired_time: 0.0416172445, propagate_forward_time: 4.1865553856, propagate_backward_time: 4.4081330299, weight_update_time: 0.0278135594, other_time: 0.6775007248
epoch time: 0.9688701034s, input_fired_time: 0.0068811229, output_fired_time: 0.0000000000, propagate_forward_time: 0.8367941976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1251947880
validation[          , genome  1357] predictions:    9198/  10000 (91.98%), best:    9198/10000 (91.98%), error:      2773.82007, best error:      2773.82007 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 9.3210859299s, input_fired_time: 0.0632559732, output_fired_time: 0.0414274335, propagate_forward_time: 4.1568484306, propagate_backward_time: 4.3872923851, weight_update_time: 0.0275783148, other_time: 0.6722612381
epoch time: 0.9751166105s, input_fired_time: 0.0065141791, output_fired_time: 0.0000000000, propagate_forward_time: 0.8427796364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1258227825
validation[          , genome  1357] predictions:    9186/  10000 (91.86%), best:    9198/10000 (91.98%), error:      2819.01758, best error:      2773.82007 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 9.4010477066s, input_fired_time: 0.0633154139, output_fired_time: 0.0416420624, propagate_forward_time: 4.1903839111, propagate_backward_time: 4.4275131226, weight_update_time: 0.0279224906, other_time: 0.6781930923
epoch time: 0.9632458687s, input_fired_time: 0.0066134566, output_fired_time: 0.0000000000, propagate_forward_time: 0.8321366310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1244958043
validation[          , genome  1357] predictions:    9197/  10000 (91.97%), best:    9198/10000 (91.98%), error:      2802.43701, best error:      2773.82007 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 10.3121719360s, input_fired_time: 0.0666444302, output_fired_time: 0.0445878394, propagate_forward_time: 4.6080188751, propagate_backward_time: 4.8548607826, weight_update_time: 0.0303326547, other_time: 0.7380595207
epoch time: 0.9736996889s, input_fired_time: 0.0068695107, output_fired_time: 0.0000000000, propagate_forward_time: 0.8370093107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1298208833
validation[          , genome  1357] predictions:    9201/  10000 (92.01%), best:    9198/10000 (91.98%), error:      2817.35498, best error:      2773.82007 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 9.3684873581s, input_fired_time: 0.0636637211, output_fired_time: 0.0414630398, propagate_forward_time: 4.1695518494, propagate_backward_time: 4.3971929550, weight_update_time: 0.0276867859, other_time: 0.6966161728
epoch time: 0.9678791165s, input_fired_time: 0.0064888778, output_fired_time: 0.0000000000, propagate_forward_time: 0.8328931332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1284971237
validation[          , genome  1357] predictions:    9212/  10000 (92.12%), best:    9212/10000 (92.12%), error:      2729.12158, best error:      2729.12158 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 9.8020811081s, input_fired_time: 0.0656800270, output_fired_time: 0.0427979603, propagate_forward_time: 4.3816175461, propagate_backward_time: 4.6094493866, weight_update_time: 0.0289183203, other_time: 0.7025356293
epoch time: 0.9674084187s, input_fired_time: 0.0066086547, output_fired_time: 0.0000000000, propagate_forward_time: 0.8361943364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1246054173
validation[          , genome  1357] predictions:    9180/  10000 (91.80%), best:    9212/10000 (92.12%), error:      2797.59082, best error:      2729.12158 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 10.1903209686s, input_fired_time: 0.0667556226, output_fired_time: 0.0451093763, propagate_forward_time: 4.5645818710, propagate_backward_time: 4.7959480286, weight_update_time: 0.0298573170, other_time: 0.7179260254
epoch time: 0.9651567936s, input_fired_time: 0.0065435069, output_fired_time: 0.0000000000, propagate_forward_time: 0.8338761926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1247370839
validation[          , genome  1357] predictions:    9205/  10000 (92.05%), best:    9212/10000 (92.12%), error:      2769.32471, best error:      2729.12158 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 9.3577423096s, input_fired_time: 0.0641805902, output_fired_time: 0.0414393134, propagate_forward_time: 4.1756930351, propagate_backward_time: 4.4013056755, weight_update_time: 0.0277138352, other_time: 0.6751241684
epoch time: 0.9656724930s, input_fired_time: 0.0067806197, output_fired_time: 0.0000000000, propagate_forward_time: 0.8340336680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1248582006
validation[          , genome  1357] predictions:    9197/  10000 (91.97%), best:    9212/10000 (92.12%), error:      2796.94946, best error:      2729.12158 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 9.4333610535s, input_fired_time: 0.0643590614, output_fired_time: 0.0416922905, propagate_forward_time: 4.2128238678, propagate_backward_time: 4.4357094765, weight_update_time: 0.0279465541, other_time: 0.6787762642
epoch time: 0.9630176425s, input_fired_time: 0.0067802286, output_fired_time: 0.0000000000, propagate_forward_time: 0.8317745328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1244629025
validation[          , genome  1357] predictions:    9191/  10000 (91.91%), best:    9212/10000 (92.12%), error:      2774.33813, best error:      2729.12158 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 9.4605979919s, input_fired_time: 0.0643699765, output_fired_time: 0.0418140218, propagate_forward_time: 4.2200727463, propagate_backward_time: 4.4544816017, weight_update_time: 0.0279920809, other_time: 0.6798596382
epoch time: 0.9634252191s, input_fired_time: 0.0067089498, output_fired_time: 0.0000000000, propagate_forward_time: 0.8321058750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1246104240
validation[          , genome  1357] predictions:    9197/  10000 (91.97%), best:    9212/10000 (92.12%), error:      2776.64502, best error:      2729.12158 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 9.3768949509s, input_fired_time: 0.0640408918, output_fired_time: 0.0416160040, propagate_forward_time: 4.1795887947, propagate_backward_time: 4.4170327187, weight_update_time: 0.0277301073, other_time: 0.6746158600
epoch time: 0.9665287733s, input_fired_time: 0.0073353145, output_fired_time: 0.0000000000, propagate_forward_time: 0.8340516686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1251417994
validation[          , genome  1357] predictions:    9214/  10000 (92.14%), best:    9212/10000 (92.12%), error:      2735.65063, best error:      2729.12158 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 10.3348808289s, input_fired_time: 0.0676507354, output_fired_time: 0.0449074730, propagate_forward_time: 4.6193485260, propagate_backward_time: 4.8753547668, weight_update_time: 0.0304624625, other_time: 0.7276191711
epoch time: 0.9660716057s, input_fired_time: 0.0068830689, output_fired_time: 0.0000000000, propagate_forward_time: 0.8339483738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1252401471
validation[          , genome  1357] predictions:    9191/  10000 (91.91%), best:    9212/10000 (92.12%), error:      2855.42041, best error:      2729.12158 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 9.3529806137s, input_fired_time: 0.0645287782, output_fired_time: 0.0415088609, propagate_forward_time: 4.1755790710, propagate_backward_time: 4.3973550797, weight_update_time: 0.0276970286, other_time: 0.6740093231
epoch time: 0.9643486142s, input_fired_time: 0.0067211692, output_fired_time: 0.0000000000, propagate_forward_time: 0.8330998421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1245275736
validation[          , genome  1357] predictions:    9207/  10000 (92.07%), best:    9207/10000 (92.07%), error:      2714.64771, best error:      2714.64771 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 9.3753080368s, input_fired_time: 0.0644639283, output_fired_time: 0.0415909328, propagate_forward_time: 4.1868634224, propagate_backward_time: 4.4068474770, weight_update_time: 0.0277657472, other_time: 0.6755428314
epoch time: 1.0573604107s, input_fired_time: 0.0073312153, output_fired_time: 0.0000000000, propagate_forward_time: 0.9146552682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1353738904
validation[          , genome  1357] predictions:    9213/  10000 (92.13%), best:    9207/10000 (92.07%), error:      2715.83398, best error:      2714.64771 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 9.3938741684s, input_fired_time: 0.0645070896, output_fired_time: 0.0415907651, propagate_forward_time: 4.1987242699, propagate_backward_time: 4.4123063087, weight_update_time: 0.0278161317, other_time: 0.6767454147
epoch time: 0.9655463696s, input_fired_time: 0.0068272878, output_fired_time: 0.0000000000, propagate_forward_time: 0.8342818618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1244372129
validation[          , genome  1357] predictions:    9210/  10000 (92.10%), best:    9210/10000 (92.10%), error:      2712.86816, best error:      2712.86816 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 9.5468692780s, input_fired_time: 0.0653959438, output_fired_time: 0.0421248414, propagate_forward_time: 4.2633757591, propagate_backward_time: 4.4919137955, weight_update_time: 0.0282021929, other_time: 0.6840586662
epoch time: 0.9686466455s, input_fired_time: 0.0069019301, output_fired_time: 0.0000000000, propagate_forward_time: 0.8367177248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1250270009
validation[          , genome  1357] predictions:    9193/  10000 (91.93%), best:    9210/10000 (92.10%), error:      2715.62964, best error:      2712.86816 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 9.9443340302s, input_fired_time: 0.0663494915, output_fired_time: 0.0435324386, propagate_forward_time: 4.4512219429, propagate_backward_time: 4.6790852547, weight_update_time: 0.0292242710, other_time: 0.7041454315
epoch time: 0.9707515836s, input_fired_time: 0.0072975466, output_fired_time: 0.0000000000, propagate_forward_time: 0.8373392224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1261147857
validation[          , genome  1357] predictions:    9197/  10000 (91.97%), best:    9197/10000 (91.97%), error:      2709.48682, best error:      2709.48682 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 9.5429239273s, input_fired_time: 0.0653354377, output_fired_time: 0.0420884266, propagate_forward_time: 4.2569804192, propagate_backward_time: 4.4922771454, weight_update_time: 0.0282152314, other_time: 0.6862425804
epoch time: 0.9646425247s, input_fired_time: 0.0070251585, output_fired_time: 0.0000000000, propagate_forward_time: 0.8331133723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1245039701
validation[          , genome  1357] predictions:    9208/  10000 (92.08%), best:    9197/10000 (91.97%), error:      2745.85669, best error:      2709.48682 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 9.8218441010s, input_fired_time: 0.0658357441, output_fired_time: 0.0428865254, propagate_forward_time: 4.3935065269, propagate_backward_time: 4.6201810837, weight_update_time: 0.0289696455, other_time: 0.6994338036
epoch time: 0.9650911093s, input_fired_time: 0.0066256542, output_fired_time: 0.0000000000, propagate_forward_time: 0.8338576555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1246078014
validation[          , genome  1357] predictions:    9222/  10000 (92.22%), best:    9197/10000 (91.97%), error:      2743.62012, best error:      2709.48682 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 9.3861751556s, input_fired_time: 0.0645631701, output_fired_time: 0.0416735560, propagate_forward_time: 4.1847915649, propagate_backward_time: 4.4169588089, weight_update_time: 0.0280389264, other_time: 0.6781883240
epoch time: 0.9708852172s, input_fired_time: 0.0071960585, output_fired_time: 0.0000000000, propagate_forward_time: 0.8383522630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1253368855
validation[          , genome  1357] predictions:    9223/  10000 (92.23%), best:    9223/10000 (92.23%), error:      2689.37280, best error:      2689.37280 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 9.4213409424s, input_fired_time: 0.0649838820, output_fired_time: 0.0417071804, propagate_forward_time: 4.2011747360, propagate_backward_time: 4.4342932701, weight_update_time: 0.0280074235, other_time: 0.6791815758
epoch time: 0.9663354158s, input_fired_time: 0.0069046300, output_fired_time: 0.0000000000, propagate_forward_time: 0.8346533775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1247774363
validation[          , genome  1357] predictions:    9236/  10000 (92.36%), best:    9236/10000 (92.36%), error:      2661.73291, best error:      2661.73291 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 9.8483238220s, input_fired_time: 0.0655860677, output_fired_time: 0.0430609211, propagate_forward_time: 4.4051308632, propagate_backward_time: 4.6334772110, weight_update_time: 0.0291318353, other_time: 0.7010684013
epoch time: 0.9662352800s, input_fired_time: 0.0067294817, output_fired_time: 0.0000000000, propagate_forward_time: 0.8345413208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1249644756
validation[          , genome  1357] predictions:    9229/  10000 (92.29%), best:    9236/10000 (92.36%), error:      2681.13647, best error:      2661.73291 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 9.4204940796s, input_fired_time: 0.0641579628, output_fired_time: 0.0416704789, propagate_forward_time: 4.2053775787, propagate_backward_time: 4.4334125519, weight_update_time: 0.0278622098, other_time: 0.6758756638
epoch time: 0.9636281729s, input_fired_time: 0.0070047793, output_fired_time: 0.0000000000, propagate_forward_time: 0.8325470686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1240763068
validation[          , genome  1357] predictions:    9224/  10000 (92.24%), best:    9236/10000 (92.36%), error:      2692.89722, best error:      2661.73291 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 9.7351112366s, input_fired_time: 0.0649221912, output_fired_time: 0.0425959900, propagate_forward_time: 4.3498740196, propagate_backward_time: 4.5818400383, weight_update_time: 0.0286964532, other_time: 0.6958789825
epoch time: 0.9648682475s, input_fired_time: 0.0069163097, output_fired_time: 0.0000000000, propagate_forward_time: 0.8333334923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1246184707
validation[          , genome  1357] predictions:    9234/  10000 (92.34%), best:    9236/10000 (92.36%), error:      2663.63232, best error:      2661.73291 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 9.3636236191s, input_fired_time: 0.0645030886, output_fired_time: 0.0415750742, propagate_forward_time: 4.1782236099, propagate_backward_time: 4.4050011635, weight_update_time: 0.0276896134, other_time: 0.6743206978
epoch time: 0.9642827511s, input_fired_time: 0.0067341551, output_fired_time: 0.0000000000, propagate_forward_time: 0.8330729008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1244757175
validation[          , genome  1357] predictions:    9241/  10000 (92.41%), best:    9241/10000 (92.41%), error:      2654.86450, best error:      2654.86450 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 9.3764686584s, input_fired_time: 0.0641760156, output_fired_time: 0.0415484607, propagate_forward_time: 4.1856999397, propagate_backward_time: 4.4102549553, weight_update_time: 0.0277206134, other_time: 0.6747894287
epoch time: 1.1276855469s, input_fired_time: 0.0077139619, output_fired_time: 0.0000000000, propagate_forward_time: 0.9795107841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1404608488
validation[          , genome  1357] predictions:    9184/  10000 (91.84%), best:    9241/10000 (92.41%), error:      2773.55298, best error:      2654.86450 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 9.7777528763s, input_fired_time: 0.0655601472, output_fired_time: 0.0427874848, propagate_forward_time: 4.3708434105, propagate_backward_time: 4.5958194733, weight_update_time: 0.0287457705, other_time: 0.7027420998
epoch time: 0.9636437893s, input_fired_time: 0.0068049491, output_fired_time: 0.0000000000, propagate_forward_time: 0.8323059082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1245329380
validation[          , genome  1357] predictions:    9250/  10000 (92.50%), best:    9250/10000 (92.50%), error:      2651.97144, best error:      2651.97144 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 10.3627004623s, input_fired_time: 0.0670199096, output_fired_time: 0.0448031351, propagate_forward_time: 4.6248841286, propagate_backward_time: 4.8830804825, weight_update_time: 0.0305329114, other_time: 0.7429137230
epoch time: 1.0713204145s, input_fired_time: 0.0071927076, output_fired_time: 0.0000000000, propagate_forward_time: 0.9232668877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1408607960
validation[          , genome  1357] predictions:    9209/  10000 (92.09%), best:    9250/10000 (92.50%), error:      2669.46436, best error:      2651.97144 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 10.1183252335s, input_fired_time: 0.0662314370, output_fired_time: 0.0439464599, propagate_forward_time: 4.5155653954, propagate_backward_time: 4.7519540787, weight_update_time: 0.0298226941, other_time: 0.7406277657
epoch time: 0.9782152772s, input_fired_time: 0.0069402978, output_fired_time: 0.0000000000, propagate_forward_time: 0.8313502073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1399247646
validation[          , genome  1357] predictions:    9213/  10000 (92.13%), best:    9250/10000 (92.50%), error:      2694.73291, best error:      2651.97144 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 9.3704404831s, input_fired_time: 0.0633773580, output_fired_time: 0.0413979553, propagate_forward_time: 4.1592121124, propagate_backward_time: 4.3916115761, weight_update_time: 0.0275996178, other_time: 0.7148413658
epoch time: 0.9694346189s, input_fired_time: 0.0066723567, output_fired_time: 0.0000000000, propagate_forward_time: 0.8320338726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1307283640
validation[          , genome  1357] predictions:    9230/  10000 (92.30%), best:    9230/10000 (92.30%), error:      2636.80127, best error:      2636.80127 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 9.6802320480s, input_fired_time: 0.0645136610, output_fired_time: 0.0423744246, propagate_forward_time: 4.3088097572, propagate_backward_time: 4.5466465950, weight_update_time: 0.0284699611, other_time: 0.7178878784
epoch time: 1.1059896946s, input_fired_time: 0.0075794463, output_fired_time: 0.0000000000, propagate_forward_time: 0.9604218602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1379883885
validation[          , genome  1357] predictions:    9231/  10000 (92.31%), best:    9230/10000 (92.30%), error:      2644.64575, best error:      2636.80127 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 9.4839468002s, input_fired_time: 0.0647215620, output_fired_time: 0.0419982523, propagate_forward_time: 4.2294206619, propagate_backward_time: 4.4662041664, weight_update_time: 0.0280255172, other_time: 0.6816029549
epoch time: 0.9838805199s, input_fired_time: 0.0070568197, output_fired_time: 0.0000000000, propagate_forward_time: 0.8496679068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1271557808
validation[          , genome  1357] predictions:    9233/  10000 (92.33%), best:    9230/10000 (92.30%), error:      2641.77930, best error:      2636.80127 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 9.9163742065s, input_fired_time: 0.0659480616, output_fired_time: 0.0433177873, propagate_forward_time: 4.4350466728, propagate_backward_time: 4.6660337448, weight_update_time: 0.0292813405, other_time: 0.7060275078
epoch time: 0.9788477421s, input_fired_time: 0.0070399838, output_fired_time: 0.0000000000, propagate_forward_time: 0.8461675048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1256402731
validation[          , genome  1357] predictions:    9226/  10000 (92.26%), best:    9230/10000 (92.30%), error:      2643.78735, best error:      2636.80127 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 9.3584337234s, input_fired_time: 0.0642900243, output_fired_time: 0.0414915755, propagate_forward_time: 4.1729860306, propagate_backward_time: 4.4070487022, weight_update_time: 0.0276907701, other_time: 0.6726174355
epoch time: 0.9641790390s, input_fired_time: 0.0067051831, output_fired_time: 0.0000000000, propagate_forward_time: 0.8329416513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1245322227
validation[          , genome  1357] predictions:    9235/  10000 (92.35%), best:    9230/10000 (92.30%), error:      2665.30884, best error:      2636.80127 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 9.7542734146s, input_fired_time: 0.0653015152, output_fired_time: 0.0428435057, propagate_forward_time: 4.3568973541, propagate_backward_time: 4.5882625580, weight_update_time: 0.0286813565, other_time: 0.7009677887
epoch time: 0.9703709483s, input_fired_time: 0.0067695598, output_fired_time: 0.0000000000, propagate_forward_time: 0.8358349204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1277664900
validation[          , genome  1357] predictions:    9247/  10000 (92.47%), best:    9230/10000 (92.30%), error:      2652.04810, best error:      2636.80127 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 9.3835067749s, input_fired_time: 0.0641889125, output_fired_time: 0.0415361784, propagate_forward_time: 4.1815843582, propagate_backward_time: 4.4082136154, weight_update_time: 0.0276484732, other_time: 0.6879835129
epoch time: 0.9708098769s, input_fired_time: 0.0065579470, output_fired_time: 0.0000000000, propagate_forward_time: 0.8356549144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1285970211
validation[          , genome  1357] predictions:    9250/  10000 (92.50%), best:    9250/10000 (92.50%), error:      2631.49829, best error:      2631.49829 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 10.2311582565s, input_fired_time: 0.0671100691, output_fired_time: 0.0443278663, propagate_forward_time: 4.5875201225, propagate_backward_time: 4.8093218803, weight_update_time: 0.0300684702, other_time: 0.7228784561
epoch time: 0.9671270847s, input_fired_time: 0.0069412962, output_fired_time: 0.0000000000, propagate_forward_time: 0.8354158401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1247699261
validation[          , genome  1357] predictions:    9237/  10000 (92.37%), best:    9250/10000 (92.50%), error:      2643.30151, best error:      2631.49829 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 9.3670606613s, input_fired_time: 0.0642705858, output_fired_time: 0.0415978320, propagate_forward_time: 4.1765103340, propagate_backward_time: 4.4093885422, weight_update_time: 0.0277417097, other_time: 0.6752934456
epoch time: 0.9649602771s, input_fired_time: 0.0069302642, output_fired_time: 0.0000000000, propagate_forward_time: 0.8336485028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1243814826
validation[          , genome  1357] predictions:    9247/  10000 (92.47%), best:    9247/10000 (92.47%), error:      2600.23999, best error:      2600.23999 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 9.6695995331s, input_fired_time: 0.0652010068, output_fired_time: 0.0425398462, propagate_forward_time: 4.3221755028, propagate_backward_time: 4.5468363762, weight_update_time: 0.0285504665, other_time: 0.6928472519
epoch time: 0.9698639512s, input_fired_time: 0.0068880045, output_fired_time: 0.0000000000, propagate_forward_time: 0.8361334801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1268424392
validation[          , genome  1357] predictions:    9231/  10000 (92.31%), best:    9247/10000 (92.47%), error:      2644.65381, best error:      2600.23999 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 10.1476278305s, input_fired_time: 0.0669279397, output_fired_time: 0.0439196415, propagate_forward_time: 4.5297222137, propagate_backward_time: 4.7803616524, weight_update_time: 0.0300311688, other_time: 0.7266964912
epoch time: 0.9689768553s, input_fired_time: 0.0068396949, output_fired_time: 0.0000000000, propagate_forward_time: 0.8352895379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1268476248
validation[          , genome  1357] predictions:    9219/  10000 (92.19%), best:    9247/10000 (92.47%), error:      2645.66992, best error:      2600.23999 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 10.1804819107s, input_fired_time: 0.0668916479, output_fired_time: 0.0441629477, propagate_forward_time: 4.5498943329, propagate_backward_time: 4.7898159027, weight_update_time: 0.0299597476, other_time: 0.7297172546
epoch time: 0.9713078737s, input_fired_time: 0.0068390807, output_fired_time: 0.0000000000, propagate_forward_time: 0.8327659965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1317027807
validation[          , genome  1357] predictions:    9263/  10000 (92.63%), best:    9247/10000 (92.47%), error:      2612.96240, best error:      2600.23999 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 9.3833827972s, input_fired_time: 0.0642807111, output_fired_time: 0.0415048264, propagate_forward_time: 4.1675481796, propagate_backward_time: 4.4005522728, weight_update_time: 0.0276366286, other_time: 0.7094969749
epoch time: 0.9690238833s, input_fired_time: 0.0069537614, output_fired_time: 0.0000000000, propagate_forward_time: 0.8330444098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1290256977
validation[          , genome  1357] predictions:    9236/  10000 (92.36%), best:    9247/10000 (92.47%), error:      2616.05957, best error:      2600.23999 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 9.7499933243s, input_fired_time: 0.0652146712, output_fired_time: 0.0427151993, propagate_forward_time: 4.3461313248, propagate_backward_time: 4.5837526321, weight_update_time: 0.0287974980, other_time: 0.7121791840
epoch time: 0.9660398364s, input_fired_time: 0.0067998096, output_fired_time: 0.0000000000, propagate_forward_time: 0.8345982432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1246417761
validation[          , genome  1357] predictions:    9223/  10000 (92.23%), best:    9247/10000 (92.47%), error:      2634.23853, best error:      2600.23999 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 9.3786592484s, input_fired_time: 0.0642544627, output_fired_time: 0.0415807441, propagate_forward_time: 4.1851692200, propagate_backward_time: 4.4136829376, weight_update_time: 0.0277244952, other_time: 0.6739711761
epoch time: 0.9650070667s, input_fired_time: 0.0068027521, output_fired_time: 0.0000000000, propagate_forward_time: 0.8336977959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1245065331
validation[          , genome  1357] predictions:    9233/  10000 (92.33%), best:    9247/10000 (92.47%), error:      2626.05908, best error:      2600.23999 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 9.3832921982s, input_fired_time: 0.0641858205, output_fired_time: 0.0415482074, propagate_forward_time: 4.1885800362, propagate_backward_time: 4.4134092331, weight_update_time: 0.0277601518, other_time: 0.6755690575
epoch time: 0.9689021111s, input_fired_time: 0.0069178604, output_fired_time: 0.0000000000, propagate_forward_time: 0.8370147943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1249694824
validation[          , genome  1357] predictions:    9240/  10000 (92.40%), best:    9247/10000 (92.47%), error:      2611.42163, best error:      2600.23999 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 9.4407014847s, input_fired_time: 0.0642795488, output_fired_time: 0.0417106710, propagate_forward_time: 4.2131133080, propagate_backward_time: 4.4429912567, weight_update_time: 0.0279805586, other_time: 0.6786065102
epoch time: 0.9650706649s, input_fired_time: 0.0067286612, output_fired_time: 0.0000000000, propagate_forward_time: 0.8339846134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1243574023
validation[          , genome  1357] predictions:    9238/  10000 (92.38%), best:    9247/10000 (92.47%), error:      2630.23291, best error:      2600.23999 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 9.3353900909s, input_fired_time: 0.0637408942, output_fired_time: 0.0413908064, propagate_forward_time: 4.1649913788, propagate_backward_time: 4.3935604095, weight_update_time: 0.0275963694, other_time: 0.6717071533
epoch time: 0.9693596959s, input_fired_time: 0.0068567246, output_fired_time: 0.0000000000, propagate_forward_time: 0.8372024298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1253005266
validation[          , genome  1357] predictions:    9237/  10000 (92.37%), best:    9247/10000 (92.47%), error:      2604.53784, best error:      2600.23999 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 9.3639345169s, input_fired_time: 0.0641450658, output_fired_time: 0.0414764211, propagate_forward_time: 4.1777009964, propagate_backward_time: 4.4068026543, weight_update_time: 0.0277234688, other_time: 0.6738095284
epoch time: 1.0535788536s, input_fired_time: 0.0074888980, output_fired_time: 0.0000000000, propagate_forward_time: 0.9116119146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1344780922
validation[          , genome  1357] predictions:    9223/  10000 (92.23%), best:    9247/10000 (92.47%), error:      2634.99683, best error:      2600.23999 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 10.0143785477s, input_fired_time: 0.0663089678, output_fired_time: 0.0435392410, propagate_forward_time: 4.4863424301, propagate_backward_time: 4.7104415894, weight_update_time: 0.0294434596, other_time: 0.7077465057
epoch time: 0.9703888893s, input_fired_time: 0.0068125036, output_fired_time: 0.0000000000, propagate_forward_time: 0.8383338451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1252425313
validation[          , genome  1357] predictions:    9248/  10000 (92.48%), best:    9247/10000 (92.47%), error:      2619.43433, best error:      2600.23999 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 9.3585567474s, input_fired_time: 0.0643350706, output_fired_time: 0.0415091999, propagate_forward_time: 4.1780061722, propagate_backward_time: 4.3999042511, weight_update_time: 0.0277399048, other_time: 0.6748018265
epoch time: 0.9673795104s, input_fired_time: 0.0067744330, output_fired_time: 0.0000000000, propagate_forward_time: 0.8358255625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1247795224
validation[          , genome  1357] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2599.82104, best error:      2599.82104 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 9.3736848831s, input_fired_time: 0.0645799339, output_fired_time: 0.0415288955, propagate_forward_time: 4.1818456650, propagate_backward_time: 4.4104046822, weight_update_time: 0.0277783386, other_time: 0.6753258705
epoch time: 1.3114653826s, input_fired_time: 0.0082649039, output_fired_time: 0.0000000000, propagate_forward_time: 1.1454449892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1577554941
validation[          , genome  1357] predictions:    9247/  10000 (92.47%), best:    9256/10000 (92.56%), error:      2618.10547, best error:      2599.82104 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 9.7954769135s, input_fired_time: 0.0655764490, output_fired_time: 0.0430022813, propagate_forward_time: 4.3804478645, propagate_backward_time: 4.6107826233, weight_update_time: 0.0288263746, other_time: 0.6956677437
epoch time: 0.9655933380s, input_fired_time: 0.0068498957, output_fired_time: 0.0000000000, propagate_forward_time: 0.8338578343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1248856187
validation[          , genome  1357] predictions:    9243/  10000 (92.43%), best:    9256/10000 (92.56%), error:      2606.11523, best error:      2599.82104 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 9.3335943222s, input_fired_time: 0.0640145242, output_fired_time: 0.0414179377, propagate_forward_time: 4.1657781601, propagate_backward_time: 4.3910293579, weight_update_time: 0.0275433473, other_time: 0.6713542938
epoch time: 0.9647058845s, input_fired_time: 0.0067991694, output_fired_time: 0.0000000000, propagate_forward_time: 0.8334471583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1244595647
validation[          , genome  1357] predictions:    9240/  10000 (92.40%), best:    9240/10000 (92.40%), error:      2595.39478, best error:      2595.39478 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 10.7869386673s, input_fired_time: 0.0701674968, output_fired_time: 0.0465049744, propagate_forward_time: 4.8361291885, propagate_backward_time: 5.0735263824, weight_update_time: 0.0321027040, other_time: 0.7606105804
epoch time: 0.9629824162s, input_fired_time: 0.0069281864, output_fired_time: 0.0000000000, propagate_forward_time: 0.8315570354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1244971752
validation[          , genome  1357] predictions:    9247/  10000 (92.47%), best:    9240/10000 (92.40%), error:      2608.94019, best error:      2595.39478 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 10.4366989136s, input_fired_time: 0.0684297010, output_fired_time: 0.0452591404, propagate_forward_time: 4.6622691154, propagate_backward_time: 4.9122495651, weight_update_time: 0.0314707831, other_time: 0.7484908104
epoch time: 0.9588207603s, input_fired_time: 0.0067156306, output_fired_time: 0.0000000000, propagate_forward_time: 0.8111718893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1409332156
validation[          , genome  1357] predictions:    9259/  10000 (92.59%), best:    9240/10000 (92.40%), error:      2599.07349, best error:      2595.39478 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 9.2851028442s, input_fired_time: 0.0642978400, output_fired_time: 0.0416390076, propagate_forward_time: 4.1310248375, propagate_backward_time: 4.3650007248, weight_update_time: 0.0283011645, other_time: 0.6831402779
epoch time: 1.0129607916s, input_fired_time: 0.0071098092, output_fired_time: 0.0000000000, propagate_forward_time: 0.8766195178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1292315125
validation[          , genome  1357] predictions:    9249/  10000 (92.49%), best:    9240/10000 (92.40%), error:      2597.86768, best error:      2595.39478 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 9.3957548141s, input_fired_time: 0.0656964108, output_fired_time: 0.0413870737, propagate_forward_time: 4.1955242157, propagate_backward_time: 4.4137873650, weight_update_time: 0.0277938806, other_time: 0.6793599129
epoch time: 0.9643011093s, input_fired_time: 0.0068546245, output_fired_time: 0.0000000000, propagate_forward_time: 0.8328408599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1246055961
validation[          , genome  1357] predictions:    9263/  10000 (92.63%), best:    9263/10000 (92.63%), error:      2583.25537, best error:      2583.25537 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 9.3447551727s, input_fired_time: 0.0646722838, output_fired_time: 0.0415302664, propagate_forward_time: 4.1684246063, propagate_backward_time: 4.3983464241, weight_update_time: 0.0275936648, other_time: 0.6717810631
epoch time: 0.9648673534s, input_fired_time: 0.0068970243, output_fired_time: 0.0000000000, propagate_forward_time: 0.8330197334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1249505877
validation[          , genome  1357] predictions:    9256/  10000 (92.56%), best:    9263/10000 (92.63%), error:      2615.12231, best error:      2583.25537 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 9.3396949768s, input_fired_time: 0.0643364042, output_fired_time: 0.0413987488, propagate_forward_time: 4.1654591560, propagate_backward_time: 4.3963365555, weight_update_time: 0.0276737139, other_time: 0.6721634865
epoch time: 0.9644657969s, input_fired_time: 0.0070318878, output_fired_time: 0.0000000000, propagate_forward_time: 0.8328218460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1246120930
validation[          , genome  1357] predictions:    9254/  10000 (92.54%), best:    9263/10000 (92.63%), error:      2592.57983, best error:      2583.25537 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 9.9188375473s, input_fired_time: 0.0666250885, output_fired_time: 0.0432282314, propagate_forward_time: 4.4452505112, propagate_backward_time: 4.6625385284, weight_update_time: 0.0290667359, other_time: 0.7011957169
epoch time: 0.9571598172s, input_fired_time: 0.0069356854, output_fired_time: 0.0000000000, propagate_forward_time: 0.8265448213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1236793399
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9263/10000 (92.63%), error:      2600.92065, best error:      2583.25537 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 9.4194583893s, input_fired_time: 0.0650089830, output_fired_time: 0.0417049639, propagate_forward_time: 4.2052054405, propagate_backward_time: 4.4312314987, weight_update_time: 0.0277935341, other_time: 0.6763072014
epoch time: 0.9649769664s, input_fired_time: 0.0071012028, output_fired_time: 0.0000000000, propagate_forward_time: 0.8330795765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1247962117
validation[          , genome  1357] predictions:    9258/  10000 (92.58%), best:    9263/10000 (92.63%), error:      2605.77490, best error:      2583.25537 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 10.0605154037s, input_fired_time: 0.0669742450, output_fired_time: 0.0438337997, propagate_forward_time: 4.5006456375, propagate_backward_time: 4.7386002541, weight_update_time: 0.0296257846, other_time: 0.7104611397
epoch time: 0.9615312815s, input_fired_time: 0.0070214365, output_fired_time: 0.0000000000, propagate_forward_time: 0.8309077024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1236021519
validation[          , genome  1357] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2579.64893, best error:      2579.64893 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 9.7578887939s, input_fired_time: 0.0656357780, output_fired_time: 0.0426901579, propagate_forward_time: 4.3657908440, propagate_backward_time: 4.5877466202, weight_update_time: 0.0288444646, other_time: 0.6960253716
epoch time: 0.9665831327s, input_fired_time: 0.0070977872, output_fired_time: 0.0000000000, propagate_forward_time: 0.8321883082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1272970438
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2594.03442, best error:      2579.64893 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 9.5144262314s, input_fired_time: 0.0649436712, output_fired_time: 0.0419035442, propagate_forward_time: 4.2486882210, propagate_backward_time: 4.4762077332, weight_update_time: 0.0281811114, other_time: 0.6826834679
epoch time: 0.9629193544s, input_fired_time: 0.0069210683, output_fired_time: 0.0000000000, propagate_forward_time: 0.8315119147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1244863868
validation[          , genome  1357] predictions:    9242/  10000 (92.42%), best:    9264/10000 (92.64%), error:      2592.27759, best error:      2579.64893 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 9.3721981049s, input_fired_time: 0.0645974353, output_fired_time: 0.0415866151, propagate_forward_time: 4.1817321777, propagate_backward_time: 4.4089336395, weight_update_time: 0.0277975481, other_time: 0.6753482819
epoch time: 0.9636654854s, input_fired_time: 0.0069654379, output_fired_time: 0.0000000000, propagate_forward_time: 0.8319744468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1247255802
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2580.81543, best error:      2579.64893 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 9.5159807205s, input_fired_time: 0.0650986135, output_fired_time: 0.0419017784, propagate_forward_time: 4.2483286858, propagate_backward_time: 4.4744973183, weight_update_time: 0.0281568822, other_time: 0.6861543655
epoch time: 0.9683355689s, input_fired_time: 0.0070895525, output_fired_time: 0.0000000000, propagate_forward_time: 0.8348908424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1263551712
validation[          , genome  1357] predictions:    9258/  10000 (92.58%), best:    9264/10000 (92.64%), error:      2588.75781, best error:      2579.64893 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 9.3745718002s, input_fired_time: 0.0650983453, output_fired_time: 0.0415065289, propagate_forward_time: 4.1760687828, propagate_backward_time: 4.4062037468, weight_update_time: 0.0276941434, other_time: 0.6856937408
epoch time: 0.9734594226s, input_fired_time: 0.0069912151, output_fired_time: 0.0000000000, propagate_forward_time: 0.8376368284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1288313866
validation[          , genome  1357] predictions:    9257/  10000 (92.57%), best:    9264/10000 (92.64%), error:      2585.55200, best error:      2579.64893 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 9.3932399750s, input_fired_time: 0.0649114102, output_fired_time: 0.0415630378, propagate_forward_time: 4.1789450645, propagate_backward_time: 4.4196877480, weight_update_time: 0.0277100410, other_time: 0.6881322861
epoch time: 0.9749742150s, input_fired_time: 0.0070654284, output_fired_time: 0.0000000000, propagate_forward_time: 0.8353449702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1325638294
validation[          , genome  1357] predictions:    9253/  10000 (92.53%), best:    9264/10000 (92.64%), error:      2609.71387, best error:      2579.64893 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 9.7190818787s, input_fired_time: 0.0660487264, output_fired_time: 0.0425837785, propagate_forward_time: 4.3334355354, propagate_backward_time: 4.5695114136, weight_update_time: 0.0284906086, other_time: 0.7075028419
epoch time: 0.9679402113s, input_fired_time: 0.0070369556, output_fired_time: 0.0000000000, propagate_forward_time: 0.8328959942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1280072331
validation[          , genome  1357] predictions:    9254/  10000 (92.54%), best:    9264/10000 (92.64%), error:      2585.65649, best error:      2579.64893 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 9.3628168106s, input_fired_time: 0.0651967227, output_fired_time: 0.0415337533, propagate_forward_time: 4.1723251343, propagate_backward_time: 4.4007844925, weight_update_time: 0.0275881011, other_time: 0.6829767227
epoch time: 0.9670415521s, input_fired_time: 0.0070765479, output_fired_time: 0.0000000000, propagate_forward_time: 0.8331479430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1268170476
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2591.28003, best error:      2579.64893 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 9.3912000656s, input_fired_time: 0.0650219992, output_fired_time: 0.0415672958, propagate_forward_time: 4.1859302521, propagate_backward_time: 4.4116306305, weight_update_time: 0.0277285129, other_time: 0.6870498657
epoch time: 0.9685216546s, input_fired_time: 0.0069746212, output_fired_time: 0.0000000000, propagate_forward_time: 0.8341175914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1274294257
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2585.91992, best error:      2579.64893 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 9.3677434921s, input_fired_time: 0.0649536252, output_fired_time: 0.0415166579, propagate_forward_time: 4.1744170189, propagate_backward_time: 4.4021868706, weight_update_time: 0.0276005827, other_time: 0.6846694946
epoch time: 0.9666603208s, input_fired_time: 0.0069161197, output_fired_time: 0.0000000000, propagate_forward_time: 0.8332086802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1265355349
validation[          , genome  1357] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2580.78271, best error:      2579.64893 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 9.3743724823s, input_fired_time: 0.0650343224, output_fired_time: 0.0415099189, propagate_forward_time: 4.1734709740, propagate_backward_time: 4.4080824852, weight_update_time: 0.0276700817, other_time: 0.6862754822
epoch time: 0.9680771828s, input_fired_time: 0.0069330246, output_fired_time: 0.0000000000, propagate_forward_time: 0.8332429528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1279011965
validation[          , genome  1357] predictions:    9255/  10000 (92.55%), best:    9264/10000 (92.64%), error:      2593.67432, best error:      2579.64893 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 9.7291898727s, input_fired_time: 0.0663672760, output_fired_time: 0.0427469537, propagate_forward_time: 4.3482007980, propagate_backward_time: 4.5697979927, weight_update_time: 0.0285578556, other_time: 0.7020773888
epoch time: 1.2468638420s, input_fired_time: 0.0080597457, output_fired_time: 0.0000000000, propagate_forward_time: 1.0881577730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1506463289
validation[          , genome  1357] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2589.38232, best error:      2579.64893 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 9.3176803589s, input_fired_time: 0.0643148944, output_fired_time: 0.0413780063, propagate_forward_time: 4.1595950127, propagate_backward_time: 4.3860530853, weight_update_time: 0.0275067333, other_time: 0.6663393974
epoch time: 0.9619202018s, input_fired_time: 0.0068975836, output_fired_time: 0.0000000000, propagate_forward_time: 0.8310363293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1239863038
validation[          , genome  1357] predictions:    9257/  10000 (92.57%), best:    9257/10000 (92.57%), error:      2576.62891, best error:      2576.62891 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 9.4694452286s, input_fired_time: 0.0648621470, output_fired_time: 0.0418093838, propagate_forward_time: 4.2354516983, propagate_backward_time: 4.4506478310, weight_update_time: 0.0279140808, other_time: 0.6766743660
epoch time: 0.9690332413s, input_fired_time: 0.0070622214, output_fired_time: 0.0000000000, propagate_forward_time: 0.8370838165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1248872280
validation[          , genome  1357] predictions:    9258/  10000 (92.58%), best:    9257/10000 (92.57%), error:      2579.71069, best error:      2576.62891 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 10.4926509857s, input_fired_time: 0.0690502897, output_fired_time: 0.0454481505, propagate_forward_time: 4.7063817978, propagate_backward_time: 4.9397168159, weight_update_time: 0.0307807010, other_time: 0.7320542336
epoch time: 0.9655454755s, input_fired_time: 0.0070952829, output_fired_time: 0.0000000000, propagate_forward_time: 0.8339009881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1245492101
validation[          , genome  1357] predictions:    9266/  10000 (92.66%), best:    9266/10000 (92.66%), error:      2573.96118, best error:      2573.96118 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 9.3707561493s, input_fired_time: 0.0652664676, output_fired_time: 0.0415371954, propagate_forward_time: 4.1823434830, propagate_backward_time: 4.4078350067, weight_update_time: 0.0277017914, other_time: 0.6737737656
epoch time: 0.9647514224s, input_fired_time: 0.0070506996, output_fired_time: 0.0000000000, propagate_forward_time: 0.8331065774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1245941520
validation[          , genome  1357] predictions:    9262/  10000 (92.62%), best:    9266/10000 (92.66%), error:      2576.36230, best error:      2573.96118 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 9.4044675827s, input_fired_time: 0.0654015169, output_fired_time: 0.0416861475, propagate_forward_time: 4.1963114738, propagate_backward_time: 4.4276823997, weight_update_time: 0.0277264155, other_time: 0.6733865738
epoch time: 1.0281478167s, input_fired_time: 0.0072471863, output_fired_time: 0.0000000000, propagate_forward_time: 0.8887186050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1321820021
validation[          , genome  1357] predictions:    9251/  10000 (92.51%), best:    9266/10000 (92.66%), error:      2592.62793, best error:      2573.96118 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 9.3777046204s, input_fired_time: 0.0648544580, output_fired_time: 0.0415924229, propagate_forward_time: 4.1884946823, propagate_backward_time: 4.4093413353, weight_update_time: 0.0277494285, other_time: 0.6734213829
epoch time: 0.9645929337s, input_fired_time: 0.0070779524, output_fired_time: 0.0000000000, propagate_forward_time: 0.8329309225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1245840788
validation[          , genome  1357] predictions:    9264/  10000 (92.64%), best:    9266/10000 (92.66%), error:      2578.23682, best error:      2573.96118 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 9.3409061432s, input_fired_time: 0.0649746880, output_fired_time: 0.0414640494, propagate_forward_time: 4.1699585915, propagate_backward_time: 4.3939647675, weight_update_time: 0.0275575481, other_time: 0.6705441475
epoch time: 0.9653782845s, input_fired_time: 0.0070331744, output_fired_time: 0.0000000000, propagate_forward_time: 0.8336821198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1246629953
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9266/10000 (92.66%), error:      2582.47754, best error:      2573.96118 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 9.5559959412s, input_fired_time: 0.0657014847, output_fired_time: 0.0422530472, propagate_forward_time: 4.2664999962, propagate_backward_time: 4.4971160889, weight_update_time: 0.0281180944, other_time: 0.6844248772
epoch time: 0.9748898149s, input_fired_time: 0.0069534522, output_fired_time: 0.0000000000, propagate_forward_time: 0.8322573304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1356790066
validation[          , genome  1357] predictions:    9252/  10000 (92.52%), best:    9266/10000 (92.66%), error:      2598.54468, best error:      2573.96118 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 10.0631074905s, input_fired_time: 0.0671497360, output_fired_time: 0.0438637063, propagate_forward_time: 4.4854288101, propagate_backward_time: 4.7195930481, weight_update_time: 0.0295838788, other_time: 0.7470722198
epoch time: 0.9764186144s, input_fired_time: 0.0069918325, output_fired_time: 0.0000000000, propagate_forward_time: 0.8330414891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1363853216
validation[          , genome  1357] predictions:    9261/  10000 (92.61%), best:    9266/10000 (92.66%), error:      2580.28394, best error:      2573.96118 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 10.2121343613s, input_fired_time: 0.0673565343, output_fired_time: 0.0440407582, propagate_forward_time: 4.5621151924, propagate_backward_time: 4.7938885689, weight_update_time: 0.0298429038, other_time: 0.7447338104
epoch time: 0.9620102048s, input_fired_time: 0.0070565990, output_fired_time: 0.0000000000, propagate_forward_time: 0.8309438825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1240097284
validation[          , genome  1357] predictions:    9253/  10000 (92.53%), best:    9266/10000 (92.66%), error:      2601.58105, best error:      2573.96118 on epoch:    93, 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: 4.8349957466s, input_fired_time: 0.0354019478, output_fired_time: 0.0000000000, propagate_forward_time: 4.1637754440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358184814
best training[          , genome  1357] predictions:   47047/  50000 (94.09%), best:    9266/10000 (92.66%), error:     10825.83789, best error:      2573.96118 on epoch:    93, 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: 0.9714996815s, input_fired_time: 0.0070024855, output_fired_time: 0.0000000000, propagate_forward_time: 0.8387465477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1257506609
   testing[          , genome  1357] predictions:    9308/  10000 (93.08%), best:    9266/10000 (92.66%), error:      2434.00757, best error:      2573.96118 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:04:13 (29789): called boinc_finish(0)

</stderr_txt>
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