Nameexact_genome_1512568488_45_5505_0
Workunit2598792
Created7 Dec 2017, 15:07:39 UTC
Sent7 Dec 2017, 15:09:20 UTC
Report deadline14 Dec 2017, 12:13:08 UTC
Received9 Dec 2017, 9:30:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 55 min 30 sec
CPU time3 hours 50 min 24 sec
Validate stateValid
Credit1,719.41
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.05 MB
Peak swap size154.46 MB
Peak disk usage2.06 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
time: 0.0000000000, other_time: 0.5417814255
validation[          , genome  5505] predictions:    9632/  10000 (96.32%), best:    9699/10000 (96.99%), error:      1222.04504, best error:      1049.20557 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 125.8015365601s, input_fired_time: 1.2811592817, output_fired_time: 1.2659628391, propagate_forward_time: 46.7745246887, propagate_backward_time: 73.4545822144, weight_update_time: 0.1877098829, other_time: 3.0253067017
epoch time: 9.7765922546s, input_fired_time: 0.1570443660, output_fired_time: 0.0000000000, propagate_forward_time: 9.0868167877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327310562
validation[          , genome  5505] predictions:    9655/  10000 (96.55%), best:    9699/10000 (96.99%), error:      1141.14319, best error:      1049.20557 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 127.5567779541s, input_fired_time: 1.2910302877, output_fired_time: 1.2822604179, propagate_forward_time: 47.4735031128, propagate_backward_time: 74.4454727173, weight_update_time: 0.1879290044, other_time: 3.0645141602
epoch time: 9.8144721985s, input_fired_time: 0.1598873138, output_fired_time: 0.0000000000, propagate_forward_time: 9.1168889999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376958847
validation[          , genome  5505] predictions:    9635/  10000 (96.35%), best:    9699/10000 (96.99%), error:      1222.94824, best error:      1049.20557 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 126.3280029297s, input_fired_time: 1.2885458469, output_fired_time: 1.2634778023, propagate_forward_time: 47.0453071594, propagate_backward_time: 73.6810760498, weight_update_time: 0.1899296194, other_time: 3.0495910645
epoch time: 10.1505498886s, input_fired_time: 0.1619164050, output_fired_time: 0.0000000000, propagate_forward_time: 9.4416885376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469446182
validation[          , genome  5505] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1048.15125, best error:      1048.15125 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 127.0176544189s, input_fired_time: 1.2924042940, output_fired_time: 1.2781492472, propagate_forward_time: 47.1861763000, propagate_backward_time: 74.2030258179, weight_update_time: 0.1880691946, other_time: 3.0578994751
epoch time: 10.1965675354s, input_fired_time: 0.1628286242, output_fired_time: 0.0000000000, propagate_forward_time: 9.4960861206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376529694
validation[          , genome  5505] predictions:    9654/  10000 (96.54%), best:    9691/10000 (96.91%), error:      1109.37439, best error:      1048.15125 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 126.3903961182s, input_fired_time: 1.2824263573, output_fired_time: 1.2689194679, propagate_forward_time: 47.0803146362, propagate_backward_time: 73.7107925415, weight_update_time: 0.1868730336, other_time: 3.0479431152
epoch time: 10.0995197296s, input_fired_time: 0.1649891287, output_fired_time: 0.0000000000, propagate_forward_time: 9.3955030441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390272141
validation[          , genome  5505] predictions:    9668/  10000 (96.68%), best:    9691/10000 (96.91%), error:      1050.14185, best error:      1048.15125 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 126.8271026611s, input_fired_time: 1.2897794247, output_fired_time: 1.2826031446, propagate_forward_time: 47.2329711914, propagate_backward_time: 73.9800186157, weight_update_time: 0.1855085492, other_time: 3.0417327881
epoch time: 10.2409543991s, input_fired_time: 0.1629679948, output_fired_time: 0.0000000000, propagate_forward_time: 9.5302019119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5477848053
validation[          , genome  5505] predictions:    9651/  10000 (96.51%), best:    9691/10000 (96.91%), error:      1146.74805, best error:      1048.15125 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 125.8886489868s, input_fired_time: 1.2826477289, output_fired_time: 1.2737406492, propagate_forward_time: 46.7380256653, propagate_backward_time: 73.5609130859, weight_update_time: 0.1860511303, other_time: 3.0333251953
epoch time: 10.1430110931s, input_fired_time: 0.1614561826, output_fired_time: 0.0000000000, propagate_forward_time: 9.4398393631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5417156219
validation[          , genome  5505] predictions:    9608/  10000 (96.08%), best:    9691/10000 (96.91%), error:      1279.10608, best error:      1048.15125 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 127.1510543823s, input_fired_time: 1.2911419868, output_fired_time: 1.2730450630, propagate_forward_time: 47.3628501892, propagate_backward_time: 74.1879196167, weight_update_time: 0.1869037300, other_time: 3.0360946655
epoch time: 10.2522459030s, input_fired_time: 0.1642438769, output_fired_time: 0.0000000000, propagate_forward_time: 9.5308761597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571260452
validation[          , genome  5505] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       951.02838, best error:       951.02838 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 125.3865127563s, input_fired_time: 1.2764616013, output_fired_time: 1.2696892023, propagate_forward_time: 46.6308021545, propagate_backward_time: 73.1720199585, weight_update_time: 0.1865467578, other_time: 3.0375442505
epoch time: 10.1386003494s, input_fired_time: 0.1601566225, output_fired_time: 0.0000000000, propagate_forward_time: 9.4382886887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401554108
validation[          , genome  5505] predictions:    9647/  10000 (96.47%), best:    9712/10000 (97.12%), error:      1096.57666, best error:       951.02838 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 125.3417587280s, input_fired_time: 1.2810146809, output_fired_time: 1.2684551477, propagate_forward_time: 46.6555557251, propagate_backward_time: 73.1107406616, weight_update_time: 0.1862827092, other_time: 3.0259933472
epoch time: 10.0080680847s, input_fired_time: 0.1615772694, output_fired_time: 0.0000000000, propagate_forward_time: 9.3005733490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459175110
validation[          , genome  5505] predictions:    9694/  10000 (96.94%), best:    9712/10000 (97.12%), error:       963.34772, best error:       951.02838 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 125.0143966675s, input_fired_time: 1.2693573236, output_fired_time: 1.2620654106, propagate_forward_time: 46.3016891479, propagate_backward_time: 73.1696166992, weight_update_time: 0.1841631681, other_time: 3.0116729736
epoch time: 9.9858217239s, input_fired_time: 0.1590846628, output_fired_time: 0.0000000000, propagate_forward_time: 9.2962770462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304603577
validation[          , genome  5505] predictions:    9700/  10000 (97.00%), best:    9712/10000 (97.12%), error:       991.32086, best error:       951.02838 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 126.7466125488s, input_fired_time: 1.2892539501, output_fired_time: 1.2820268869, propagate_forward_time: 47.0903167725, propagate_backward_time: 74.0494842529, weight_update_time: 0.1874580383, other_time: 3.0355300903
epoch time: 9.7353763580s, input_fired_time: 0.1584992558, output_fired_time: 0.0000000000, propagate_forward_time: 9.0398263931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370502472
validation[          , genome  5505] predictions:    9680/  10000 (96.80%), best:    9712/10000 (97.12%), error:      1017.49359, best error:       951.02838 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 126.4010238647s, input_fired_time: 1.2924653292, output_fired_time: 1.2747083902, propagate_forward_time: 47.0840682983, propagate_backward_time: 73.6833038330, weight_update_time: 0.1873485595, other_time: 3.0664749146
epoch time: 9.7230539322s, input_fired_time: 0.1543884426, output_fired_time: 0.0000000000, propagate_forward_time: 9.0524330139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162324905
validation[          , genome  5505] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       919.76263, best error:       919.76263 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 125.5885086060s, input_fired_time: 1.2813076973, output_fired_time: 1.2638170719, propagate_forward_time: 46.7020454407, propagate_backward_time: 73.3267059326, weight_update_time: 0.1857889593, other_time: 3.0146331787
epoch time: 10.0486497879s, input_fired_time: 0.1630343348, output_fired_time: 0.0000000000, propagate_forward_time: 9.3427257538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428895950
validation[          , genome  5505] predictions:    9624/  10000 (96.24%), best:    9719/10000 (97.19%), error:      1227.91321, best error:       919.76263 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 125.8416442871s, input_fired_time: 1.2836537361, output_fired_time: 1.2592276335, propagate_forward_time: 46.8313026428, propagate_backward_time: 73.4072799683, weight_update_time: 0.1871205866, other_time: 3.0601882935
epoch time: 10.2695465088s, input_fired_time: 0.1644019037, output_fired_time: 0.0000000000, propagate_forward_time: 9.5661191940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390253067
validation[          , genome  5505] predictions:    9697/  10000 (96.97%), best:    9719/10000 (97.19%), error:       989.09729, best error:       919.76263 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 126.3909606934s, input_fired_time: 1.2826417685, output_fired_time: 1.2673850060, propagate_forward_time: 46.9759292603, propagate_backward_time: 73.8292236328, weight_update_time: 0.1867465824, other_time: 3.0357818604
epoch time: 10.0598745346s, input_fired_time: 0.1622414887, output_fired_time: 0.0000000000, propagate_forward_time: 9.3547945023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428380966
validation[          , genome  5505] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       917.94989, best error:       917.94989 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 126.4582290649s, input_fired_time: 1.2932472229, output_fired_time: 1.2700213194, propagate_forward_time: 47.1052093506, propagate_backward_time: 73.7481613159, weight_update_time: 0.1878755689, other_time: 3.0415878296
epoch time: 9.9091520309s, input_fired_time: 0.1617015004, output_fired_time: 0.0000000000, propagate_forward_time: 9.2027177811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5447330475
validation[          , genome  5505] predictions:    9729/  10000 (97.29%), best:    9726/10000 (97.26%), error:       930.87140, best error:       917.94989 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 125.7853851318s, input_fired_time: 1.2823876143, output_fired_time: 1.2659012079, propagate_forward_time: 46.7690238953, propagate_backward_time: 73.4380264282, weight_update_time: 0.1863575280, other_time: 3.0300521851
epoch time: 8.9197731018s, input_fired_time: 0.1476203352, output_fired_time: 0.0000000000, propagate_forward_time: 8.2678594589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042934418
validation[          , genome  5505] predictions:    9696/  10000 (96.96%), best:    9726/10000 (97.26%), error:      1004.32526, best error:       917.94989 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 125.3601837158s, input_fired_time: 1.2737481594, output_fired_time: 1.2570518255, propagate_forward_time: 46.5744819641, propagate_backward_time: 73.2276687622, weight_update_time: 0.1868075281, other_time: 3.0272293091
epoch time: 10.1350011826s, input_fired_time: 0.1636424512, output_fired_time: 0.0000000000, propagate_forward_time: 9.4289426804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424156189
validation[          , genome  5505] predictions:    9704/  10000 (97.04%), best:    9726/10000 (97.26%), error:      1024.45813, best error:       917.94989 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 125.6959228516s, input_fired_time: 1.2842640877, output_fired_time: 1.2671018839, propagate_forward_time: 46.6848030090, propagate_backward_time: 73.4183425903, weight_update_time: 0.1847673208, other_time: 3.0414047241
epoch time: 10.0443344116s, input_fired_time: 0.1621666551, output_fired_time: 0.0000000000, propagate_forward_time: 9.3323030472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498647690
validation[          , genome  5505] predictions:    9693/  10000 (96.93%), best:    9726/10000 (97.26%), error:      1043.30701, best error:       917.94989 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 126.1744537354s, input_fired_time: 1.2894412279, output_fired_time: 1.2678399086, propagate_forward_time: 46.9423599243, propagate_backward_time: 73.6325225830, weight_update_time: 0.1874962300, other_time: 3.0422897339
epoch time: 10.1395187378s, input_fired_time: 0.1638312042, output_fired_time: 0.0000000000, propagate_forward_time: 9.4323196411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433683395
validation[          , genome  5505] predictions:    9713/  10000 (97.13%), best:    9726/10000 (97.26%), error:       973.06421, best error:       917.94989 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 126.4049987793s, input_fired_time: 1.2940068245, output_fired_time: 1.2790842056, propagate_forward_time: 46.7242012024, propagate_backward_time: 74.0740737915, weight_update_time: 0.1866780967, other_time: 3.0336380005
epoch time: 10.2233667374s, input_fired_time: 0.1659089774, output_fired_time: 0.0000000000, propagate_forward_time: 9.5145902634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428676605
validation[          , genome  5505] predictions:    9731/  10000 (97.31%), best:    9726/10000 (97.26%), error:       920.21344, best error:       917.94989 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 126.2576293945s, input_fired_time: 1.2842490673, output_fired_time: 1.2693045139, propagate_forward_time: 47.0502281189, propagate_backward_time: 73.5940933228, weight_update_time: 0.1884610355, other_time: 3.0597610474
epoch time: 10.0804853439s, input_fired_time: 0.1634198725, output_fired_time: 0.0000000000, propagate_forward_time: 9.3644886017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525770187
validation[          , genome  5505] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       910.04834, best error:       910.04834 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 125.7364044189s, input_fired_time: 1.2831823826, output_fired_time: 1.2628489733, propagate_forward_time: 46.8146057129, propagate_backward_time: 73.3593902588, weight_update_time: 0.1866219193, other_time: 3.0163803101
epoch time: 10.0329151154s, input_fired_time: 0.1636402309, output_fired_time: 0.0000000000, propagate_forward_time: 9.3345298767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347452164
validation[          , genome  5505] predictions:    9713/  10000 (97.13%), best:    9715/10000 (97.15%), error:       941.15356, best error:       910.04834 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 126.0872268677s, input_fired_time: 1.2826300859, output_fired_time: 1.2693951130, propagate_forward_time: 46.7815093994, propagate_backward_time: 73.7168273926, weight_update_time: 0.1863344759, other_time: 3.0368652344
epoch time: 9.8110647202s, input_fired_time: 0.1595400870, output_fired_time: 0.0000000000, propagate_forward_time: 9.1193494797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321750641
validation[          , genome  5505] predictions:    9665/  10000 (96.65%), best:    9715/10000 (97.15%), error:      1092.97083, best error:       910.04834 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 126.4495925903s, input_fired_time: 1.2868338823, output_fired_time: 1.2731640339, propagate_forward_time: 46.9570159912, propagate_backward_time: 73.8907699585, weight_update_time: 0.1867150515, other_time: 3.0418090820
epoch time: 10.2443561554s, input_fired_time: 0.1661003083, output_fired_time: 0.0000000000, propagate_forward_time: 9.5344390869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438165665
validation[          , genome  5505] predictions:    9722/  10000 (97.22%), best:    9715/10000 (97.15%), error:       961.93628, best error:       910.04834 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 126.4258193970s, input_fired_time: 1.2896362543, output_fired_time: 1.2746673822, propagate_forward_time: 46.9483451843, propagate_backward_time: 73.8743286133, weight_update_time: 0.1883109659, other_time: 3.0388488770
epoch time: 10.0806150436s, input_fired_time: 0.1644419581, output_fired_time: 0.0000000000, propagate_forward_time: 9.3729648590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432081223
validation[          , genome  5505] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       974.45819, best error:       910.04834 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 126.4211578369s, input_fired_time: 1.2883583307, output_fired_time: 1.2642496824, propagate_forward_time: 46.9943428040, propagate_backward_time: 73.8279113770, weight_update_time: 0.1880287975, other_time: 3.0462951660
epoch time: 10.2223987579s, input_fired_time: 0.1658353508, output_fired_time: 0.0000000000, propagate_forward_time: 9.5069799423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495834351
validation[          , genome  5505] predictions:    9715/  10000 (97.15%), best:    9715/10000 (97.15%), error:       940.27637, best error:       910.04834 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 126.6624755859s, input_fired_time: 1.2991560698, output_fired_time: 1.2773754597, propagate_forward_time: 47.0619850159, propagate_backward_time: 73.9848175049, weight_update_time: 0.1876561046, other_time: 3.0391387939
epoch time: 10.0436420441s, input_fired_time: 0.1628780812, output_fired_time: 0.0000000000, propagate_forward_time: 9.3405847549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401792526
validation[          , genome  5505] predictions:    9731/  10000 (97.31%), best:    9715/10000 (97.15%), error:       913.00812, best error:       910.04834 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 125.2139053345s, input_fired_time: 1.2913510799, output_fired_time: 1.2659765482, propagate_forward_time: 46.5536575317, propagate_backward_time: 73.0594787598, weight_update_time: 0.1846577525, other_time: 3.0434417725
epoch time: 10.1842823029s, input_fired_time: 0.1625953764, output_fired_time: 0.0000000000, propagate_forward_time: 9.4785604477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431261063
validation[          , genome  5505] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       890.70898, best error:       890.70898 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 126.6043090820s, input_fired_time: 1.2957496643, output_fired_time: 1.2680338621, propagate_forward_time: 47.0170936584, propagate_backward_time: 73.9788818359, weight_update_time: 0.1886274517, other_time: 3.0445556641
epoch time: 10.0200223923s, input_fired_time: 0.1660134196, output_fired_time: 0.0000000000, propagate_forward_time: 9.3099813461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440273285
validation[          , genome  5505] predictions:    9720/  10000 (97.20%), best:    9718/10000 (97.18%), error:       945.43750, best error:       890.70898 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 124.9459838867s, input_fired_time: 1.2809883356, output_fired_time: 1.2574086189, propagate_forward_time: 46.4558105469, propagate_backward_time: 72.9165115356, weight_update_time: 0.1857707649, other_time: 3.0352630615
epoch time: 10.3177633286s, input_fired_time: 0.1647149026, output_fired_time: 0.0000000000, propagate_forward_time: 9.6020860672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5509624481
validation[          , genome  5505] predictions:    9725/  10000 (97.25%), best:    9718/10000 (97.18%), error:       912.80048, best error:       890.70898 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 125.8915863037s, input_fired_time: 1.2867873907, output_fired_time: 1.2656477690, propagate_forward_time: 46.7744979858, propagate_backward_time: 73.5556335449, weight_update_time: 0.1862097234, other_time: 3.0090179443
epoch time: 10.2460880280s, input_fired_time: 0.1653194875, output_fired_time: 0.0000000000, propagate_forward_time: 9.5384893417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422792435
validation[          , genome  5505] predictions:    9740/  10000 (97.40%), best:    9718/10000 (97.18%), error:       926.70428, best error:       890.70898 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 127.0740203857s, input_fired_time: 1.2938396931, output_fired_time: 1.2793824673, propagate_forward_time: 47.3020591736, propagate_backward_time: 74.1715240479, weight_update_time: 0.1871027052, other_time: 3.0272216797
epoch time: 10.0297107697s, input_fired_time: 0.1624699086, output_fired_time: 0.0000000000, propagate_forward_time: 9.3367090225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305318832
validation[          , genome  5505] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       877.72430, best error:       877.72430 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 127.0519027710s, input_fired_time: 1.2986967564, output_fired_time: 1.2824804783, propagate_forward_time: 47.1516380310, propagate_backward_time: 74.2590103149, weight_update_time: 0.1870889217, other_time: 3.0600814819
epoch time: 10.1039190292s, input_fired_time: 0.1672507077, output_fired_time: 0.0000000000, propagate_forward_time: 9.3864450455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502233505
validation[          , genome  5505] predictions:    9736/  10000 (97.36%), best:    9750/10000 (97.50%), error:       942.98212, best error:       877.72430 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 126.0087127686s, input_fired_time: 1.2907785177, output_fired_time: 1.2628427744, propagate_forward_time: 46.7173652649, propagate_backward_time: 73.6939697266, weight_update_time: 0.1863761842, other_time: 3.0437622070
epoch time: 10.2906999588s, input_fired_time: 0.1644940525, output_fired_time: 0.0000000000, propagate_forward_time: 9.5774374008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487680435
validation[          , genome  5505] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       869.02826, best error:       869.02826 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 125.8425064087s, input_fired_time: 1.2957665920, output_fired_time: 1.2587791681, propagate_forward_time: 46.7981109619, propagate_backward_time: 73.4624710083, weight_update_time: 0.1869224757, other_time: 3.0273742676
epoch time: 9.9664173126s, input_fired_time: 0.1646445692, output_fired_time: 0.0000000000, propagate_forward_time: 9.2612400055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405330658
validation[          , genome  5505] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       922.52283, best error:       869.02826 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 126.6127090454s, input_fired_time: 1.3006329536, output_fired_time: 1.2760170698, propagate_forward_time: 47.0314331055, propagate_backward_time: 73.9531097412, weight_update_time: 0.1874331832, other_time: 3.0515136719
epoch time: 10.2281446457s, input_fired_time: 0.1652593613, output_fired_time: 0.0000000000, propagate_forward_time: 9.5201463699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427389145
validation[          , genome  5505] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       972.68835, best error:       869.02826 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 125.7734527588s, input_fired_time: 1.2908533812, output_fired_time: 1.2598936558, propagate_forward_time: 46.4805603027, propagate_backward_time: 73.7017822266, weight_update_time: 0.1860213578, other_time: 3.0403594971
epoch time: 10.0278491974s, input_fired_time: 0.1623198092, output_fired_time: 0.0000000000, propagate_forward_time: 9.3221912384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433378220
validation[          , genome  5505] predictions:    9721/  10000 (97.21%), best:    9752/10000 (97.52%), error:       915.95789, best error:       869.02826 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 127.0103683472s, input_fired_time: 1.3031797409, output_fired_time: 1.2821247578, propagate_forward_time: 47.2051773071, propagate_backward_time: 74.1587295532, weight_update_time: 0.1901998818, other_time: 3.0611572266
epoch time: 9.9876613617s, input_fired_time: 0.1642568409, output_fired_time: 0.0000000000, propagate_forward_time: 9.2895660400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338382721
validation[          , genome  5505] predictions:    9740/  10000 (97.40%), best:    9752/10000 (97.52%), error:       871.43152, best error:       869.02826 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 126.5413131714s, input_fired_time: 1.3025218248, output_fired_time: 1.2729183435, propagate_forward_time: 47.0385475159, propagate_backward_time: 73.8635482788, weight_update_time: 0.1873849481, other_time: 3.0637741089
epoch time: 10.3381385803s, input_fired_time: 0.1678133756, output_fired_time: 0.0000000000, propagate_forward_time: 9.6301040649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402212143
validation[          , genome  5505] predictions:    9691/  10000 (96.91%), best:    9752/10000 (97.52%), error:      1031.43970, best error:       869.02826 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 126.6604843140s, input_fired_time: 1.2989127636, output_fired_time: 1.2739596367, propagate_forward_time: 46.9588699341, propagate_backward_time: 74.0849685669, weight_update_time: 0.1871930659, other_time: 3.0437774658
epoch time: 9.8371200562s, input_fired_time: 0.1648319513, output_fired_time: 0.0000000000, propagate_forward_time: 9.1349382401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373497009
validation[          , genome  5505] predictions:    9698/  10000 (96.98%), best:    9752/10000 (97.52%), error:      1020.59515, best error:       869.02826 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 125.1083755493s, input_fired_time: 1.2836250067, output_fired_time: 1.2620499134, propagate_forward_time: 46.5827598572, propagate_backward_time: 72.9623336792, weight_update_time: 0.1864291877, other_time: 3.0176162720
epoch time: 10.0531654358s, input_fired_time: 0.1631861627, output_fired_time: 0.0000000000, propagate_forward_time: 9.3516168594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383625031
validation[          , genome  5505] predictions:    9718/  10000 (97.18%), best:    9752/10000 (97.52%), error:       989.23785, best error:       869.02826 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.0433807373s, input_fired_time: 1.3008743525, output_fired_time: 1.2788528204, propagate_forward_time: 46.9440956116, propagate_backward_time: 73.5079040527, weight_update_time: 0.1848807037, other_time: 3.0116577148
epoch time: 10.3649568558s, input_fired_time: 0.1676237285, output_fired_time: 0.0000000000, propagate_forward_time: 9.6462488174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510845184
validation[          , genome  5505] predictions:    9724/  10000 (97.24%), best:    9752/10000 (97.52%), error:       893.98364, best error:       869.02826 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 127.0715484619s, input_fired_time: 1.3035697937, output_fired_time: 1.2786558867, propagate_forward_time: 47.3621025085, propagate_backward_time: 74.0832519531, weight_update_time: 0.1874450743, other_time: 3.0439605713
epoch time: 10.1212902069s, input_fired_time: 0.1640013009, output_fired_time: 0.0000000000, propagate_forward_time: 9.4111661911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461225510
validation[          , genome  5505] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       863.73163, best error:       863.73163 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 125.5944671631s, input_fired_time: 1.2973299026, output_fired_time: 1.2642878294, propagate_forward_time: 46.7235069275, propagate_backward_time: 73.2537002563, weight_update_time: 0.1846688837, other_time: 3.0556411743
epoch time: 9.7440233231s, input_fired_time: 0.1594684422, output_fired_time: 0.0000000000, propagate_forward_time: 9.0465307236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380239487
validation[          , genome  5505] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       961.32733, best error:       863.73163 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 125.7944564819s, input_fired_time: 1.3015495539, output_fired_time: 1.2751561403, propagate_forward_time: 46.8179054260, propagate_backward_time: 73.3559417725, weight_update_time: 0.1856889129, other_time: 3.0438995361
epoch time: 10.2207698822s, input_fired_time: 0.1652348936, output_fired_time: 0.0000000000, propagate_forward_time: 9.5094270706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461082458
validation[          , genome  5505] predictions:    9710/  10000 (97.10%), best:    9747/10000 (97.47%), error:       960.75616, best error:       863.73163 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 125.1312713623s, input_fired_time: 1.2923905849, output_fired_time: 1.2596557140, propagate_forward_time: 46.5228843689, propagate_backward_time: 73.0349884033, weight_update_time: 0.1853982210, other_time: 3.0213470459
epoch time: 10.0757417679s, input_fired_time: 0.1642986834, output_fired_time: 0.0000000000, propagate_forward_time: 9.3742361069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372066498
validation[          , genome  5505] predictions:    9646/  10000 (96.46%), best:    9747/10000 (97.47%), error:      1145.34766, best error:       863.73163 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 126.7115631104s, input_fired_time: 1.3011320829, output_fired_time: 1.2791330814, propagate_forward_time: 47.2187385559, propagate_backward_time: 73.8577499390, weight_update_time: 0.1885028183, other_time: 3.0548019409
epoch time: 10.0839376450s, input_fired_time: 0.1641834080, output_fired_time: 0.0000000000, propagate_forward_time: 9.3859148026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5338392258
validation[          , genome  5505] predictions:    9728/  10000 (97.28%), best:    9747/10000 (97.47%), error:       892.19965, best error:       863.73163 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 126.3998107910s, input_fired_time: 1.3039480448, output_fired_time: 1.2713505030, propagate_forward_time: 47.0303764343, propagate_backward_time: 73.7631149292, weight_update_time: 0.1849484295, other_time: 3.0310287476
epoch time: 10.2069864273s, input_fired_time: 0.1677835733, output_fired_time: 0.0000000000, propagate_forward_time: 9.4986152649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405874252
validation[          , genome  5505] predictions:    9728/  10000 (97.28%), best:    9747/10000 (97.47%), error:       900.32623, best error:       863.73163 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.2597122192s, input_fired_time: 1.2605223656, output_fired_time: 1.2165821791, propagate_forward_time: 44.9413566589, propagate_backward_time: 70.8747329712, weight_update_time: 0.1801196486, other_time: 2.9665145874
epoch time: 10.1229000092s, input_fired_time: 0.1664734185, output_fired_time: 0.0000000000, propagate_forward_time: 9.4164590836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399675369
validation[          , genome  5505] predictions:    9695/  10000 (96.95%), best:    9747/10000 (97.47%), error:       998.63513, best error:       863.73163 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 126.0300674438s, input_fired_time: 1.2971879244, output_fired_time: 1.2675111294, propagate_forward_time: 46.7195777893, propagate_backward_time: 73.7284088135, weight_update_time: 0.1880865991, other_time: 3.0173797607
epoch time: 10.0110635757s, input_fired_time: 0.1642741561, output_fired_time: 0.0000000000, propagate_forward_time: 9.3079719543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388174057
validation[          , genome  5505] predictions:    9722/  10000 (97.22%), best:    9747/10000 (97.47%), error:       957.33392, best error:       863.73163 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 126.7576141357s, input_fired_time: 1.2984690666, output_fired_time: 1.2744938135, propagate_forward_time: 47.1961174011, propagate_backward_time: 73.9741897583, weight_update_time: 0.1854529679, other_time: 3.0143508911
epoch time: 10.0031156540s, input_fired_time: 0.1659084558, output_fired_time: 0.0000000000, propagate_forward_time: 9.2981081009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390987396
validation[          , genome  5505] predictions:    9699/  10000 (96.99%), best:    9747/10000 (97.47%), error:      1031.08655, best error:       863.73163 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 125.9608840942s, input_fired_time: 1.3013294935, output_fired_time: 1.2681601048, propagate_forward_time: 46.8821907043, propagate_backward_time: 73.4603881836, weight_update_time: 0.1855503917, other_time: 3.0488128662
epoch time: 10.1981458664s, input_fired_time: 0.1665036827, output_fired_time: 0.0000000000, propagate_forward_time: 9.4799852371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516567230
validation[          , genome  5505] predictions:    9665/  10000 (96.65%), best:    9747/10000 (97.47%), error:      1117.84485, best error:       863.73163 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 125.8437194824s, input_fired_time: 1.2967352867, output_fired_time: 1.2611967325, propagate_forward_time: 46.8702621460, propagate_backward_time: 73.3850784302, weight_update_time: 0.1860477775, other_time: 3.0304412842
epoch time: 10.0217056274s, input_fired_time: 0.1647282392, output_fired_time: 0.0000000000, propagate_forward_time: 9.3191967010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377807617
validation[          , genome  5505] predictions:    9705/  10000 (97.05%), best:    9747/10000 (97.47%), error:      1031.15210, best error:       863.73163 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 126.5388183594s, input_fired_time: 1.3044362068, output_fired_time: 1.2758443356, propagate_forward_time: 47.1341438293, propagate_backward_time: 73.7835464478, weight_update_time: 0.1885224432, other_time: 3.0408554077
epoch time: 10.2189855576s, input_fired_time: 0.1667199880, output_fired_time: 0.0000000000, propagate_forward_time: 9.5110607147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412044525
validation[          , genome  5505] predictions:    9739/  10000 (97.39%), best:    9747/10000 (97.47%), error:       944.34149, best error:       863.73163 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 125.5908966064s, input_fired_time: 1.2920242548, output_fired_time: 1.2617294788, propagate_forward_time: 46.4938011169, propagate_backward_time: 73.5172271729, weight_update_time: 0.1879766434, other_time: 3.0261230469
epoch time: 10.0521831512s, input_fired_time: 0.1663233489, output_fired_time: 0.0000000000, propagate_forward_time: 9.3472156525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386438370
validation[          , genome  5505] predictions:    9735/  10000 (97.35%), best:    9747/10000 (97.47%), error:       890.37225, best error:       863.73163 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 125.4455184937s, input_fired_time: 1.2916451693, output_fired_time: 1.2626862526, propagate_forward_time: 46.5202293396, propagate_backward_time: 73.3507766724, weight_update_time: 0.1881635934, other_time: 3.0201797485
epoch time: 10.0350580215s, input_fired_time: 0.1685439050, output_fired_time: 0.0000000000, propagate_forward_time: 9.3226156235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5438985825
validation[          , genome  5505] predictions:    9704/  10000 (97.04%), best:    9747/10000 (97.47%), error:       973.94427, best error:       863.73163 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 126.5313949585s, input_fired_time: 1.2985802889, output_fired_time: 1.2682660818, propagate_forward_time: 46.9775810242, propagate_backward_time: 73.9444351196, weight_update_time: 0.1894275397, other_time: 3.0425338745
epoch time: 10.1378164291s, input_fired_time: 0.1670975834, output_fired_time: 0.0000000000, propagate_forward_time: 9.4246540070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460643768
validation[          , genome  5505] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       840.93878, best error:       840.93878 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 124.8725967407s, input_fired_time: 1.2884478569, output_fired_time: 1.2602666616, propagate_forward_time: 46.3501777649, propagate_backward_time: 72.9568023682, weight_update_time: 0.1848817319, other_time: 3.0169067383
epoch time: 10.1263980865s, input_fired_time: 0.1662654877, output_fired_time: 0.0000000000, propagate_forward_time: 9.4220485687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380840302
validation[          , genome  5505] predictions:    9722/  10000 (97.22%), best:    9748/10000 (97.48%), error:       948.89856, best error:       840.93878 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 125.6285858154s, input_fired_time: 1.2938704491, output_fired_time: 1.2559366226, propagate_forward_time: 46.6135864258, propagate_backward_time: 73.4395370483, weight_update_time: 0.1870457232, other_time: 3.0256576538
epoch time: 10.2252721786s, input_fired_time: 0.1663856804, output_fired_time: 0.0000000000, propagate_forward_time: 9.5112657547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5476207733
validation[          , genome  5505] predictions:    9759/  10000 (97.59%), best:    9748/10000 (97.48%), error:       860.19836, best error:       840.93878 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 126.5153884888s, input_fired_time: 1.3035297394, output_fired_time: 1.2723584175, propagate_forward_time: 47.1280899048, propagate_backward_time: 73.7782058716, weight_update_time: 0.1887869090, other_time: 3.0332031250
epoch time: 10.1521282196s, input_fired_time: 0.1654779613, output_fired_time: 0.0000000000, propagate_forward_time: 9.4423942566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442562103
validation[          , genome  5505] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       934.76520, best error:       840.93878 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 126.2488098145s, input_fired_time: 1.2993725538, output_fired_time: 1.2700828314, propagate_forward_time: 46.9339790344, propagate_backward_time: 73.7207260132, weight_update_time: 0.1863584518, other_time: 3.0246505737
epoch time: 9.8798131943s, input_fired_time: 0.1633535177, output_fired_time: 0.0000000000, propagate_forward_time: 9.1706428528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5458164215
validation[          , genome  5505] predictions:    9702/  10000 (97.02%), best:    9748/10000 (97.48%), error:       992.13202, best error:       840.93878 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 126.4546813965s, input_fired_time: 1.3054877520, output_fired_time: 1.2674624920, propagate_forward_time: 46.9190521240, propagate_backward_time: 73.9055557251, weight_update_time: 0.1863775402, other_time: 3.0571212769
epoch time: 9.8010110855s, input_fired_time: 0.1620620638, output_fired_time: 0.0000000000, propagate_forward_time: 9.1074943542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5314550400
validation[          , genome  5505] predictions:    9742/  10000 (97.42%), best:    9748/10000 (97.48%), error:       890.16486, best error:       840.93878 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 125.9192581177s, input_fired_time: 1.3034148216, output_fired_time: 1.2653276920, propagate_forward_time: 46.8269577026, propagate_backward_time: 73.4844894409, weight_update_time: 0.1871382743, other_time: 3.0390701294
epoch time: 10.0984315872s, input_fired_time: 0.1650857627, output_fired_time: 0.0000000000, propagate_forward_time: 9.3976182938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357275009
validation[          , genome  5505] predictions:    9720/  10000 (97.20%), best:    9748/10000 (97.48%), error:       941.82013, best error:       840.93878 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 125.0037918091s, input_fired_time: 1.2991476059, output_fired_time: 1.2520054579, propagate_forward_time: 46.3928909302, propagate_backward_time: 73.0497817993, weight_update_time: 0.1855263710, other_time: 3.0099639893
epoch time: 9.7662105560s, input_fired_time: 0.1659151614, output_fired_time: 0.0000000000, propagate_forward_time: 9.0445594788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557355881
validation[          , genome  5505] predictions:    9744/  10000 (97.44%), best:    9748/10000 (97.48%), error:       895.37946, best error:       840.93878 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 125.7816314697s, input_fired_time: 1.3097224236, output_fired_time: 1.2666107416, propagate_forward_time: 46.8926010132, propagate_backward_time: 73.2854309082, weight_update_time: 0.1837225705, other_time: 3.0272674561
epoch time: 10.2055797577s, input_fired_time: 0.1672444642, output_fired_time: 0.0000000000, propagate_forward_time: 9.4893627167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5489721298
validation[          , genome  5505] predictions:    9699/  10000 (96.99%), best:    9748/10000 (97.48%), error:       987.77643, best error:       840.93878 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 126.9893646240s, input_fired_time: 1.3112273216, output_fired_time: 1.2767604589, propagate_forward_time: 47.1885948181, propagate_backward_time: 74.1723480225, weight_update_time: 0.1869981140, other_time: 3.0404357910
epoch time: 9.9250364304s, input_fired_time: 0.1656257510, output_fired_time: 0.0000000000, propagate_forward_time: 9.2300643921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293464661
validation[          , genome  5505] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       976.32416, best error:       840.93878 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 125.9147567749s, input_fired_time: 1.3098005056, output_fired_time: 1.2708922625, propagate_forward_time: 46.8410072327, propagate_backward_time: 73.4585189819, weight_update_time: 0.1846760660, other_time: 3.0345382690
epoch time: 9.8049287796s, input_fired_time: 0.1655260623, output_fired_time: 0.0000000000, propagate_forward_time: 9.1042766571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351257324
validation[          , genome  5505] predictions:    9729/  10000 (97.29%), best:    9748/10000 (97.48%), error:       902.11682, best error:       840.93878 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 125.4641647339s, input_fired_time: 1.2969940901, output_fired_time: 1.2538623810, propagate_forward_time: 46.5105705261, propagate_backward_time: 73.3777618408, weight_update_time: 0.1856567413, other_time: 3.0249786377
epoch time: 10.2594718933s, input_fired_time: 0.1684419513, output_fired_time: 0.0000000000, propagate_forward_time: 9.5469045639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441255569
validation[          , genome  5505] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       978.50146, best error:       840.93878 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 125.9524993896s, input_fired_time: 1.3140470982, output_fired_time: 1.2723171711, propagate_forward_time: 47.0170898438, propagate_backward_time: 73.3180313110, weight_update_time: 0.1853946745, other_time: 3.0310134888
epoch time: 10.2989683151s, input_fired_time: 0.1685902327, output_fired_time: 0.0000000000, propagate_forward_time: 9.5785112381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518665314
validation[          , genome  5505] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       955.39642, best error:       840.93878 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 126.3108444214s, input_fired_time: 1.3100892305, output_fired_time: 1.2683525085, propagate_forward_time: 47.0863800049, propagate_backward_time: 73.6115036011, weight_update_time: 0.1876760572, other_time: 3.0345230103
epoch time: 10.3616905212s, input_fired_time: 0.1685862392, output_fired_time: 0.0000000000, propagate_forward_time: 9.6527738571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403308868
validation[          , genome  5505] predictions:    9709/  10000 (97.09%), best:    9748/10000 (97.48%), error:       974.87878, best error:       840.93878 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 126.2960510254s, input_fired_time: 1.3025993109, output_fired_time: 1.2710803747, propagate_forward_time: 46.8699569702, propagate_backward_time: 73.8185577393, weight_update_time: 0.1864415854, other_time: 3.0338592529
epoch time: 10.0421428680s, input_fired_time: 0.1677702516, output_fired_time: 0.0000000000, propagate_forward_time: 9.3294572830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449151993
validation[          , genome  5505] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       932.65479, best error:       840.93878 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 125.4253768921s, input_fired_time: 1.3018854856, output_fired_time: 1.2596993446, propagate_forward_time: 46.5067901611, propagate_backward_time: 73.3448181152, weight_update_time: 0.1829874814, other_time: 3.0121841431
epoch time: 10.3128175735s, input_fired_time: 0.1669906825, output_fired_time: 0.0000000000, propagate_forward_time: 9.6006231308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5452041626
validation[          , genome  5505] predictions:    9700/  10000 (97.00%), best:    9748/10000 (97.48%), error:      1009.70813, best error:       840.93878 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 126.8251419067s, input_fired_time: 1.3109437227, output_fired_time: 1.2634469271, propagate_forward_time: 47.1985130310, propagate_backward_time: 74.0111694336, weight_update_time: 0.1879311949, other_time: 3.0410614014
epoch time: 10.1985177994s, input_fired_time: 0.1700619906, output_fired_time: 0.0000000000, propagate_forward_time: 9.4858150482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426406860
validation[          , genome  5505] predictions:    9701/  10000 (97.01%), best:    9748/10000 (97.48%), error:      1042.96912, best error:       840.93878 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 126.4458236694s, input_fired_time: 1.3087704182, output_fired_time: 1.2730016708, propagate_forward_time: 46.8757553101, propagate_backward_time: 73.9620819092, weight_update_time: 0.1858690977, other_time: 3.0262145996
epoch time: 10.2275838852s, input_fired_time: 0.1672654301, output_fired_time: 0.0000000000, propagate_forward_time: 9.5131072998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5472106934
validation[          , genome  5505] predictions:    9694/  10000 (96.94%), best:    9748/10000 (97.48%), error:      1008.55847, best error:       840.93878 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 126.8564758301s, input_fired_time: 1.3147249222, output_fired_time: 1.2799352407, propagate_forward_time: 47.1940612793, propagate_backward_time: 74.0369262695, weight_update_time: 0.1863362044, other_time: 3.0308227539
epoch time: 10.3462924957s, input_fired_time: 0.1685555130, output_fired_time: 0.0000000000, propagate_forward_time: 9.6270074844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507297516
validation[          , genome  5505] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       907.07709, best error:       840.93878 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 127.3348999023s, input_fired_time: 1.3158410788, output_fired_time: 1.2767438889, propagate_forward_time: 47.3712387085, propagate_backward_time: 74.3438873291, weight_update_time: 0.1901798397, other_time: 3.0271911621
epoch time: 9.9468564987s, input_fired_time: 0.1664453298, output_fired_time: 0.0000000000, propagate_forward_time: 9.2430324554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373783112
validation[          , genome  5505] predictions:    9723/  10000 (97.23%), best:    9748/10000 (97.48%), error:       942.44641, best error:       840.93878 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 126.4149093628s, input_fired_time: 1.3211226463, output_fired_time: 1.2731192112, propagate_forward_time: 46.8793258667, propagate_backward_time: 73.8885192871, weight_update_time: 0.1893076897, other_time: 3.0528259277
epoch time: 10.1432228088s, input_fired_time: 0.1658933163, output_fired_time: 0.0000000000, propagate_forward_time: 9.4377946854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395345688
validation[          , genome  5505] predictions:    9612/  10000 (96.12%), best:    9748/10000 (97.48%), error:      1269.03796, best error:       840.93878 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 126.3373947144s, input_fired_time: 1.3161572218, output_fired_time: 1.2625038624, propagate_forward_time: 47.0647277832, propagate_backward_time: 73.6591415405, weight_update_time: 0.1866285652, other_time: 3.0348663330
epoch time: 9.8309488297s, input_fired_time: 0.1657303274, output_fired_time: 0.0000000000, propagate_forward_time: 9.1357355118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5294828415
validation[          , genome  5505] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       926.57098, best error:       840.93878 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 125.7295074463s, input_fired_time: 1.3088641167, output_fired_time: 1.2600778341, propagate_forward_time: 46.7354202271, propagate_backward_time: 73.3884429932, weight_update_time: 0.1875127405, other_time: 3.0367050171
epoch time: 10.3114452362s, input_fired_time: 0.1660184115, output_fired_time: 0.0000000000, propagate_forward_time: 9.6066465378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387802124
validation[          , genome  5505] predictions:    9702/  10000 (97.02%), best:    9748/10000 (97.48%), error:       987.25165, best error:       840.93878 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 126.6085968018s, input_fired_time: 1.3181957006, output_fired_time: 1.2713384628, propagate_forward_time: 47.0710029602, propagate_backward_time: 73.8986282349, weight_update_time: 0.1873809546, other_time: 3.0494308472
epoch time: 10.2480258942s, input_fired_time: 0.1683489382, output_fired_time: 0.0000000000, propagate_forward_time: 9.5386133194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410633087
validation[          , genome  5505] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       923.67975, best error:       840.93878 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 125.3735809326s, input_fired_time: 1.3082590103, output_fired_time: 1.2700343132, propagate_forward_time: 46.6450996399, propagate_backward_time: 73.1518936157, weight_update_time: 0.1834094077, other_time: 2.9982986450
epoch time: 9.4822263718s, input_fired_time: 0.1594742239, output_fired_time: 0.0000000000, propagate_forward_time: 8.8075656891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151863098
validation[          , genome  5505] predictions:    9744/  10000 (97.44%), best:    9748/10000 (97.48%), error:       864.15540, best error:       840.93878 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 126.4145278931s, input_fired_time: 1.3130654097, output_fired_time: 1.2668572664, propagate_forward_time: 46.9930725098, propagate_backward_time: 73.8060073853, weight_update_time: 0.1887758672, other_time: 3.0355224609
epoch time: 9.7791767120s, input_fired_time: 0.1644589305, output_fired_time: 0.0000000000, propagate_forward_time: 9.0824155807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323019028
validation[          , genome  5505] predictions:    9741/  10000 (97.41%), best:    9748/10000 (97.48%), error:       889.07361, best error:       840.93878 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 125.3976287842s, input_fired_time: 1.3059666157, output_fired_time: 1.2593300343, propagate_forward_time: 46.6537055969, propagate_backward_time: 73.1541595459, weight_update_time: 0.1851653159, other_time: 3.0244598389
epoch time: 10.2840442657s, input_fired_time: 0.1666064709, output_fired_time: 0.0000000000, propagate_forward_time: 9.5804805756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369567871
validation[          , genome  5505] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       924.64160, best error:       840.93878 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 126.1431198120s, input_fired_time: 1.3146604300, output_fired_time: 1.2715996504, propagate_forward_time: 46.7329177856, propagate_backward_time: 73.7906112671, weight_update_time: 0.1857917607, other_time: 3.0333328247
epoch time: 10.0825338364s, input_fired_time: 0.1681784093, output_fired_time: 0.0000000000, propagate_forward_time: 9.3770341873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373210907
validation[          , genome  5505] predictions:    9742/  10000 (97.42%), best:    9748/10000 (97.48%), error:       893.39227, best error:       840.93878 on epoch:    73, 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: 50.8393592834s, input_fired_time: 0.8333360553, output_fired_time: 0.0000000000, propagate_forward_time: 47.2289772034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7770462036
best training[          , genome  5505] predictions:   49569/  50000 (99.14%), best:    9748/10000 (97.48%), error:      1778.92126, best error:       840.93878 on epoch:    73, 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: 10.4250402451s, input_fired_time: 0.1675191224, output_fired_time: 0.0000000000, propagate_forward_time: 9.7194118500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381088257
   testing[          , genome  5505] predictions:    9786/  10000 (97.86%), best:    9748/10000 (97.48%), error:       748.95850, best error:       840.93878 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:29:33 (2468): called boinc_finish(0)

</stderr_txt>
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