Nameexact_genome_1512568488_42_5884_1
Workunit2600641
Created7 Dec 2017, 16:51:23 UTC
Sent7 Dec 2017, 16:55:00 UTC
Report deadline12 Dec 2017, 3:44:25 UTC
Received7 Dec 2017, 23:51:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 24 min 56 sec
CPU time1 hours 24 min 50 sec
Validate stateValid
Credit1,112.75
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.62 MB
Peak swap size153.33 MB
Peak disk usage1.31 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
arning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 48.3891143799s, input_fired_time: 0.5891791582, output_fired_time: 0.3706929684, propagate_forward_time: 20.3227329254, propagate_backward_time: 25.5530567169, weight_update_time: 0.0742211416, other_time: 1.5534515381
epoch time: 4.0891590118s, input_fired_time: 0.0613495223, output_fired_time: 0.0000000000, propagate_forward_time: 3.7724473476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553622723
validation[          , genome  5884] predictions:    9579/  10000 (95.79%), best:    9656/10000 (96.56%), error:      1313.33740, best error:      1212.20569 on epoch:     2, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 46.2129631042s, input_fired_time: 0.5756238699, output_fired_time: 0.3561524451, propagate_forward_time: 19.3672065735, propagate_backward_time: 24.4258632660, weight_update_time: 0.0716018081, other_time: 1.4881191254
epoch time: 4.4631099701s, input_fired_time: 0.0662923008, output_fired_time: 0.0000000000, propagate_forward_time: 4.1215515137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2752661705
validation[          , genome  5884] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1190.50903, best error:      1190.50903 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 46.4548187256s, input_fired_time: 0.5709448457, output_fired_time: 0.3576432168, propagate_forward_time: 19.4848899841, propagate_backward_time: 24.5744171143, weight_update_time: 0.0694416538, other_time: 1.4669227600
epoch time: 4.0800175667s, input_fired_time: 0.0600036159, output_fired_time: 0.0000000000, propagate_forward_time: 3.7693405151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2506732941
validation[          , genome  5884] predictions:    9592/  10000 (95.92%), best:    9628/10000 (96.28%), error:      1368.32007, best error:      1190.50903 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 46.5969734192s, input_fired_time: 0.5765703917, output_fired_time: 0.3590378761, propagate_forward_time: 19.5746803284, propagate_backward_time: 24.6109390259, weight_update_time: 0.0697992817, other_time: 1.4757461548
epoch time: 4.1275925636s, input_fired_time: 0.0603149049, output_fired_time: 0.0000000000, propagate_forward_time: 3.8099563122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573211193
validation[          , genome  5884] predictions:    9647/  10000 (96.47%), best:    9647/10000 (96.47%), error:      1128.35498, best error:      1128.35498 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 47.9197845459s, input_fired_time: 0.5840058923, output_fired_time: 0.3676189482, propagate_forward_time: 20.1308422089, propagate_backward_time: 25.3003101349, weight_update_time: 0.0731980950, other_time: 1.5370063782
epoch time: 4.1086921692s, input_fired_time: 0.0598323308, output_fired_time: 0.0000000000, propagate_forward_time: 3.7930455208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558145523
validation[          , genome  5884] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1088.13879, best error:      1088.13879 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 47.0225334167s, input_fired_time: 0.5792055726, output_fired_time: 0.3611027300, propagate_forward_time: 19.7062797546, propagate_backward_time: 24.8508377075, weight_update_time: 0.0721978247, other_time: 1.5251083374
epoch time: 4.2949414253s, input_fired_time: 0.0616594367, output_fired_time: 0.0000000000, propagate_forward_time: 3.9674987793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657833099
validation[          , genome  5884] predictions:    9563/  10000 (95.63%), best:    9693/10000 (96.93%), error:      1406.32739, best error:      1088.13879 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 45.7706756592s, input_fired_time: 0.5717481971, output_fired_time: 0.3533211052, propagate_forward_time: 19.1704463959, propagate_backward_time: 24.1925411224, weight_update_time: 0.0709310994, other_time: 1.4826202393
epoch time: 4.1550726891s, input_fired_time: 0.0607292242, output_fired_time: 0.0000000000, propagate_forward_time: 3.8374984264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568452358
validation[          , genome  5884] predictions:    9643/  10000 (96.43%), best:    9693/10000 (96.93%), error:      1150.82214, best error:      1088.13879 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 47.0348854065s, input_fired_time: 0.5787253380, output_fired_time: 0.3610330820, propagate_forward_time: 19.7036514282, propagate_backward_time: 24.8760795593, weight_update_time: 0.0720713586, other_time: 1.5153961182
epoch time: 4.0932698250s, input_fired_time: 0.0602227710, output_fired_time: 0.0000000000, propagate_forward_time: 3.7783269882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547202110
validation[          , genome  5884] predictions:    9623/  10000 (96.23%), best:    9693/10000 (96.93%), error:      1230.90271, best error:      1088.13879 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 47.2045440674s, input_fired_time: 0.5820093751, output_fired_time: 0.3636101484, propagate_forward_time: 19.8199214935, propagate_backward_time: 24.8968753815, weight_update_time: 0.0718428269, other_time: 1.5421295166
epoch time: 4.8486371040s, input_fired_time: 0.0699018538, output_fired_time: 0.0000000000, propagate_forward_time: 4.4863214493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924137115
validation[          , genome  5884] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1085.85400, best error:      1085.85400 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 45.8697204590s, input_fired_time: 0.5746497512, output_fired_time: 0.3554624617, propagate_forward_time: 19.1955490112, propagate_backward_time: 24.2431030273, weight_update_time: 0.0707862526, other_time: 1.5009574890
epoch time: 4.0980472565s, input_fired_time: 0.0610424466, output_fired_time: 0.0000000000, propagate_forward_time: 3.7794263363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575786114
validation[          , genome  5884] predictions:    9588/  10000 (95.88%), best:    9668/10000 (96.68%), error:      1267.78723, best error:      1085.85400 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 46.8223342896s, input_fired_time: 0.5793489218, output_fired_time: 0.3599712551, propagate_forward_time: 19.6084766388, propagate_backward_time: 24.7576789856, weight_update_time: 0.0721772239, other_time: 1.5168590546
epoch time: 4.0861520767s, input_fired_time: 0.0607921183, output_fired_time: 0.0000000000, propagate_forward_time: 3.7705402374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548198700
validation[          , genome  5884] predictions:    9605/  10000 (96.05%), best:    9668/10000 (96.68%), error:      1299.63867, best error:      1085.85400 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 46.6145057678s, input_fired_time: 0.5779790878, output_fired_time: 0.3597158194, propagate_forward_time: 19.5133571625, propagate_backward_time: 24.6544227600, weight_update_time: 0.0720384791, other_time: 1.5090312958
epoch time: 4.1084709167s, input_fired_time: 0.0638839677, output_fired_time: 0.0000000000, propagate_forward_time: 3.7796664238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649207115
validation[          , genome  5884] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:      1022.10425, best error:      1022.10425 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 47.2017898560s, input_fired_time: 0.5795178413, output_fired_time: 0.3652067184, propagate_forward_time: 19.7678337097, propagate_backward_time: 24.9634933472, weight_update_time: 0.0709673017, other_time: 1.5257377625
epoch time: 4.2201910019s, input_fired_time: 0.0603698380, output_fired_time: 0.0000000000, propagate_forward_time: 3.8999786377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2598423958
validation[          , genome  5884] predictions:    9638/  10000 (96.38%), best:    9688/10000 (96.88%), error:      1129.41882, best error:      1022.10425 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 46.8738174438s, input_fired_time: 0.5842531919, output_fired_time: 0.3633267283, propagate_forward_time: 19.6389541626, propagate_backward_time: 24.7336196899, weight_update_time: 0.0721043199, other_time: 1.5536651611
epoch time: 4.0944738388s, input_fired_time: 0.0618004650, output_fired_time: 0.0000000000, propagate_forward_time: 3.7735235691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591497898
validation[          , genome  5884] predictions:    9643/  10000 (96.43%), best:    9688/10000 (96.88%), error:      1113.38904, best error:      1022.10425 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 47.7188835144s, input_fired_time: 0.5859882236, output_fired_time: 0.3674321175, propagate_forward_time: 20.0377445221, propagate_backward_time: 25.1684513092, weight_update_time: 0.0722244829, other_time: 1.5592689514
epoch time: 4.0962743759s, input_fired_time: 0.0620142967, output_fired_time: 0.0000000000, propagate_forward_time: 3.7742471695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2600131035
validation[          , genome  5884] predictions:    9140/  10000 (91.40%), best:    9688/10000 (96.88%), error:      2869.02075, best error:      1022.10425 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

resetting weights to those on epoch: 25
epoch time: 46.4060401917s, input_fired_time: 0.5736440420, output_fired_time: 0.3585816920, propagate_forward_time: 19.4448776245, propagate_backward_time: 24.5308189392, weight_update_time: 0.0702600703, other_time: 1.4981193542
epoch time: 4.3037610054s, input_fired_time: 0.0624579564, output_fired_time: 0.0000000000, propagate_forward_time: 3.9782137871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2630891800
validation[          , genome  5884] predictions:    9652/  10000 (96.52%), best:    9688/10000 (96.88%), error:      1067.54675, best error:      1022.10425 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 46.4943580627s, input_fired_time: 0.5766603947, output_fired_time: 0.3602010608, propagate_forward_time: 19.4414634705, propagate_backward_time: 24.5949134827, weight_update_time: 0.0719811097, other_time: 1.5211181641
epoch time: 4.4258108139s, input_fired_time: 0.0636354685, output_fired_time: 0.0000000000, propagate_forward_time: 4.0909385681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712368965
validation[          , genome  5884] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1004.73193, best error:      1004.73193 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 46.2805900574s, input_fired_time: 0.5759736300, output_fired_time: 0.3585937619, propagate_forward_time: 19.3835792542, propagate_backward_time: 24.4377307892, weight_update_time: 0.0716681182, other_time: 1.5247135162
epoch time: 4.3021841049s, input_fired_time: 0.0631769747, output_fired_time: 0.0000000000, propagate_forward_time: 3.9694993496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695076466
validation[          , genome  5884] predictions:    9671/  10000 (96.71%), best:    9700/10000 (97.00%), error:      1059.67456, best error:      1004.73193 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 47.2798614502s, input_fired_time: 0.5809362531, output_fired_time: 0.3630181253, propagate_forward_time: 19.8298149109, propagate_backward_time: 24.9463996887, weight_update_time: 0.0727344006, other_time: 1.5596923828
epoch time: 4.3658118248s, input_fired_time: 0.0656055510, output_fired_time: 0.0000000000, propagate_forward_time: 4.0277957916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724103928
validation[          , genome  5884] predictions:    9648/  10000 (96.48%), best:    9700/10000 (97.00%), error:      1220.65466, best error:      1004.73193 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 46.0624313354s, input_fired_time: 0.5744772553, output_fired_time: 0.3565350771, propagate_forward_time: 19.2573280334, propagate_backward_time: 24.3529663086, weight_update_time: 0.0717061386, other_time: 1.5211219788
epoch time: 4.2804112434s, input_fired_time: 0.0619934686, output_fired_time: 0.0000000000, propagate_forward_time: 3.9527068138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657108307
validation[          , genome  5884] predictions:    9640/  10000 (96.40%), best:    9700/10000 (97.00%), error:      1139.95874, best error:      1004.73193 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 45.9817771912s, input_fired_time: 0.5756198764, output_fired_time: 0.3570516109, propagate_forward_time: 19.2603378296, propagate_backward_time: 24.2634449005, weight_update_time: 0.0717511177, other_time: 1.5253238678
epoch time: 4.1050438881s, input_fired_time: 0.0607493185, output_fired_time: 0.0000000000, propagate_forward_time: 3.7846741676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596201897
validation[          , genome  5884] predictions:    9571/  10000 (95.71%), best:    9700/10000 (97.00%), error:      1305.81580, best error:      1004.73193 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 46.3371810913s, input_fired_time: 0.5779662132, output_fired_time: 0.3579380214, propagate_forward_time: 19.3866596222, propagate_backward_time: 24.4798069000, weight_update_time: 0.0717883110, other_time: 1.5348129272
epoch time: 4.1613225937s, input_fired_time: 0.0650338531, output_fired_time: 0.0000000000, propagate_forward_time: 3.8266654015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696232796
validation[          , genome  5884] predictions:    9660/  10000 (96.60%), best:    9700/10000 (97.00%), error:      1157.02380, best error:      1004.73193 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 47.8211555481s, input_fired_time: 0.5934535861, output_fired_time: 0.3667528927, propagate_forward_time: 20.0778045654, propagate_backward_time: 25.2122154236, weight_update_time: 0.0735522509, other_time: 1.5709304810
epoch time: 4.0914430618s, input_fired_time: 0.0616041347, output_fired_time: 0.0000000000, propagate_forward_time: 3.7714834213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583556175
validation[          , genome  5884] predictions:    9682/  10000 (96.82%), best:    9700/10000 (97.00%), error:      1100.80249, best error:      1004.73193 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 45.9464454651s, input_fired_time: 0.5783731341, output_fired_time: 0.3556922078, propagate_forward_time: 19.2239685059, propagate_backward_time: 24.2750740051, weight_update_time: 0.0718563199, other_time: 1.5133361816
epoch time: 4.0870070457s, input_fired_time: 0.0607180111, output_fired_time: 0.0000000000, propagate_forward_time: 3.7710621357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2552268505
validation[          , genome  5884] predictions:    9677/  10000 (96.77%), best:    9700/10000 (97.00%), error:      1091.26892, best error:      1004.73193 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 47.6758079529s, input_fired_time: 0.5912602544, output_fired_time: 0.3656173646, propagate_forward_time: 19.9882297516, propagate_backward_time: 25.1838016510, weight_update_time: 0.0736459643, other_time: 1.5469017029
epoch time: 4.0943303108s, input_fired_time: 0.0611594208, output_fired_time: 0.0000000000, propagate_forward_time: 3.7773108482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558598518
validation[          , genome  5884] predictions:    9670/  10000 (96.70%), best:    9700/10000 (97.00%), error:      1013.76324, best error:      1004.73193 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 45.8757743835s, input_fired_time: 0.5739511251, output_fired_time: 0.3542001545, propagate_forward_time: 19.1889858246, propagate_backward_time: 24.2698230743, weight_update_time: 0.0710364878, other_time: 1.4888153076
epoch time: 4.0862116814s, input_fired_time: 0.0605786070, output_fired_time: 0.0000000000, propagate_forward_time: 3.7703731060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2552597523
validation[          , genome  5884] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       982.44946, best error:       982.44946 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 46.4213371277s, input_fired_time: 0.5783454180, output_fired_time: 0.3578017056, propagate_forward_time: 19.4265575409, propagate_backward_time: 24.5558547974, weight_update_time: 0.0718354285, other_time: 1.5027751923
epoch time: 4.0868492126s, input_fired_time: 0.0610989518, output_fired_time: 0.0000000000, propagate_forward_time: 3.7709066868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548434734
validation[          , genome  5884] predictions:    9675/  10000 (96.75%), best:    9701/10000 (97.01%), error:      1093.02148, best error:       982.44946 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 46.7988510132s, input_fired_time: 0.5823513269, output_fired_time: 0.3595722616, propagate_forward_time: 19.6241798401, propagate_backward_time: 24.7222709656, weight_update_time: 0.0723012537, other_time: 1.5104751587
epoch time: 4.4257884026s, input_fired_time: 0.0636654124, output_fired_time: 0.0000000000, propagate_forward_time: 4.0938448906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682781219
validation[          , genome  5884] predictions:    9676/  10000 (96.76%), best:    9701/10000 (97.01%), error:      1071.40161, best error:       982.44946 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 46.8442153931s, input_fired_time: 0.5834395885, output_fired_time: 0.3603993952, propagate_forward_time: 19.6255187988, propagate_backward_time: 24.7553462982, weight_update_time: 0.0726256073, other_time: 1.5195102692
epoch time: 5.1356945038s, input_fired_time: 0.0694146231, output_fired_time: 0.0000000000, propagate_forward_time: 4.7685451508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977347374
validation[          , genome  5884] predictions:    9635/  10000 (96.35%), best:    9701/10000 (97.01%), error:      1104.17749, best error:       982.44946 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 46.4586067200s, input_fired_time: 0.5773403645, output_fired_time: 0.3572006226, propagate_forward_time: 19.4598846436, propagate_backward_time: 24.5881004333, weight_update_time: 0.0702843741, other_time: 1.4760818481
epoch time: 4.4278631210s, input_fired_time: 0.0617757253, output_fired_time: 0.0000000000, propagate_forward_time: 4.1048607826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612266541
validation[          , genome  5884] predictions:    9639/  10000 (96.39%), best:    9701/10000 (97.01%), error:      1131.77112, best error:       982.44946 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 45.2643814087s, input_fired_time: 0.5649222136, output_fired_time: 0.3508576751, propagate_forward_time: 18.9600391388, propagate_backward_time: 23.9659080505, weight_update_time: 0.0654055178, other_time: 1.4226551056
epoch time: 4.0815978050s, input_fired_time: 0.0593589917, output_fired_time: 0.0000000000, propagate_forward_time: 3.7712337971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2510049343
validation[          , genome  5884] predictions:    9627/  10000 (96.27%), best:    9701/10000 (97.01%), error:      1238.01379, best error:       982.44946 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 45.2092590332s, input_fired_time: 0.5636022091, output_fired_time: 0.3507892489, propagate_forward_time: 18.9522533417, propagate_backward_time: 23.9240589142, weight_update_time: 0.0654055551, other_time: 1.4185562134
epoch time: 4.1887145042s, input_fired_time: 0.0632513613, output_fired_time: 0.0000000000, propagate_forward_time: 3.8645899296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608730793
validation[          , genome  5884] predictions:    9695/  10000 (96.95%), best:    9701/10000 (97.01%), error:      1000.05554, best error:       982.44946 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 45.9347915649s, input_fired_time: 0.5717529655, output_fired_time: 0.3560146987, propagate_forward_time: 19.2642135620, propagate_backward_time: 24.3025493622, weight_update_time: 0.0665452108, other_time: 1.4402599335
epoch time: 4.3737039566s, input_fired_time: 0.0627098531, output_fired_time: 0.0000000000, propagate_forward_time: 4.0475697517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634243965
validation[          , genome  5884] predictions:    9649/  10000 (96.49%), best:    9701/10000 (97.01%), error:      1166.96130, best error:       982.44946 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 47.4740104675s, input_fired_time: 0.5804077983, output_fired_time: 0.3647809029, propagate_forward_time: 19.9577636719, propagate_backward_time: 25.0831737518, weight_update_time: 0.0682595000, other_time: 1.4878864288
epoch time: 4.1060981750s, input_fired_time: 0.0605070367, output_fired_time: 0.0000000000, propagate_forward_time: 3.7929739952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2526173592
validation[          , genome  5884] predictions:    9671/  10000 (96.71%), best:    9701/10000 (97.01%), error:      1041.67346, best error:       982.44946 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 46.4448356628s, input_fired_time: 0.5746291876, output_fired_time: 0.3596120477, propagate_forward_time: 19.4422645569, propagate_backward_time: 24.6000003815, weight_update_time: 0.0668993965, other_time: 1.4683284760
epoch time: 4.3734130859s, input_fired_time: 0.0623710938, output_fired_time: 0.0000000000, propagate_forward_time: 4.0467886925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642531395
validation[          , genome  5884] predictions:    9683/  10000 (96.83%), best:    9701/10000 (97.01%), error:      1066.02246, best error:       982.44946 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 46.1144180298s, input_fired_time: 0.5708290339, output_fired_time: 0.3588930070, propagate_forward_time: 19.3202438354, propagate_backward_time: 24.4237594604, weight_update_time: 0.0663048401, other_time: 1.4406929016
epoch time: 4.0933914185s, input_fired_time: 0.0604918338, output_fired_time: 0.0000000000, propagate_forward_time: 3.7809381485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2519612312
validation[          , genome  5884] predictions:    9695/  10000 (96.95%), best:    9701/10000 (97.01%), error:      1011.98883, best error:       982.44946 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 45.9447364807s, input_fired_time: 0.5773267746, output_fired_time: 0.3554777205, propagate_forward_time: 19.2367687225, propagate_backward_time: 24.2944316864, weight_update_time: 0.0700374544, other_time: 1.4807319641
epoch time: 4.0863981247s, input_fired_time: 0.0608757138, output_fired_time: 0.0000000000, propagate_forward_time: 3.7716844082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538378239
validation[          , genome  5884] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       964.23596, best error:       964.23596 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 45.1385574341s, input_fired_time: 0.5742267370, output_fired_time: 0.3494916558, propagate_forward_time: 18.8665027618, propagate_backward_time: 23.8668746948, weight_update_time: 0.0705649853, other_time: 1.4814624786
epoch time: 4.0989260674s, input_fired_time: 0.0638170689, output_fired_time: 0.0000000000, propagate_forward_time: 3.7736351490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2614738941
validation[          , genome  5884] predictions:    9652/  10000 (96.52%), best:    9699/10000 (96.99%), error:      1152.06738, best error:       964.23596 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 45.2611732483s, input_fired_time: 0.5755143762, output_fired_time: 0.3500913978, propagate_forward_time: 18.9183273315, propagate_backward_time: 23.9355831146, weight_update_time: 0.0709416196, other_time: 1.4816570282
epoch time: 4.0885028839s, input_fired_time: 0.0618743710, output_fired_time: 0.0000000000, propagate_forward_time: 3.7723619938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542665005
validation[          , genome  5884] predictions:    9696/  10000 (96.96%), best:    9699/10000 (96.99%), error:       990.71802, best error:       964.23596 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 45.3279647827s, input_fired_time: 0.5784229040, output_fired_time: 0.3503316939, propagate_forward_time: 18.9408779144, propagate_backward_time: 23.9811420441, weight_update_time: 0.0707258508, other_time: 1.4771919250
epoch time: 4.0884289742s, input_fired_time: 0.0615376011, output_fired_time: 0.0000000000, propagate_forward_time: 3.7721118927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547793388
validation[          , genome  5884] predictions:    9644/  10000 (96.44%), best:    9699/10000 (96.99%), error:      1124.40271, best error:       964.23596 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 45.1831626892s, input_fired_time: 0.5742499828, output_fired_time: 0.3487263024, propagate_forward_time: 18.8902492523, propagate_backward_time: 23.8974647522, weight_update_time: 0.0704363734, other_time: 1.4724712372
epoch time: 4.1670565605s, input_fired_time: 0.0655724183, output_fired_time: 0.0000000000, propagate_forward_time: 3.8316636086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698206902
validation[          , genome  5884] predictions:    9672/  10000 (96.72%), best:    9699/10000 (96.99%), error:      1057.04980, best error:       964.23596 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 45.1948814392s, input_fired_time: 0.5764460564, output_fired_time: 0.3492092788, propagate_forward_time: 18.8972110748, propagate_backward_time: 23.8999176025, weight_update_time: 0.0706450865, other_time: 1.4720973969
epoch time: 4.0912947655s, input_fired_time: 0.0625285059, output_fired_time: 0.0000000000, propagate_forward_time: 3.7720661163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567000389
validation[          , genome  5884] predictions:    9673/  10000 (96.73%), best:    9699/10000 (96.99%), error:      1066.38684, best error:       964.23596 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 45.2486038208s, input_fired_time: 0.5758816004, output_fired_time: 0.3499909639, propagate_forward_time: 18.9070873260, propagate_backward_time: 23.9277362823, weight_update_time: 0.0707576498, other_time: 1.4879074097
epoch time: 4.0895934105s, input_fired_time: 0.0613708310, output_fired_time: 0.0000000000, propagate_forward_time: 3.7728588581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553637028
validation[          , genome  5884] predictions:    9668/  10000 (96.68%), best:    9699/10000 (96.99%), error:      1100.91223, best error:       964.23596 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 45.3445358276s, input_fired_time: 0.5740940571, output_fired_time: 0.3508457541, propagate_forward_time: 18.9505100250, propagate_backward_time: 23.9776363373, weight_update_time: 0.0703626052, other_time: 1.4914512634
epoch time: 4.1046171188s, input_fired_time: 0.0634811372, output_fired_time: 0.0000000000, propagate_forward_time: 3.7804019451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607338428
validation[          , genome  5884] predictions:    9702/  10000 (97.02%), best:    9699/10000 (96.99%), error:       968.39014, best error:       964.23596 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 45.6110382080s, input_fired_time: 0.5800614953, output_fired_time: 0.3529840708, propagate_forward_time: 19.0720386505, propagate_backward_time: 24.0989875793, weight_update_time: 0.0706184283, other_time: 1.5069637299
epoch time: 4.0923490524s, input_fired_time: 0.0608483702, output_fired_time: 0.0000000000, propagate_forward_time: 3.7721519470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593488693
validation[          , genome  5884] predictions:    9690/  10000 (96.90%), best:    9699/10000 (96.99%), error:      1021.33179, best error:       964.23596 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 45.1683120728s, input_fired_time: 0.5766678452, output_fired_time: 0.3497589827, propagate_forward_time: 18.8720264435, propagate_backward_time: 23.9003372192, weight_update_time: 0.0698872507, other_time: 1.4695224762
epoch time: 4.0872125626s, input_fired_time: 0.0612783805, output_fired_time: 0.0000000000, propagate_forward_time: 3.7712018490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547323704
validation[          , genome  5884] predictions:    9672/  10000 (96.72%), best:    9699/10000 (96.99%), error:      1062.36401, best error:       964.23596 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 45.1613273621s, input_fired_time: 0.5764615536, output_fired_time: 0.3500668108, propagate_forward_time: 18.8664665222, propagate_backward_time: 23.8711299896, weight_update_time: 0.0698518902, other_time: 1.4972019196
epoch time: 4.0902342796s, input_fired_time: 0.0616535656, output_fired_time: 0.0000000000, propagate_forward_time: 3.7727046013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558760643
validation[          , genome  5884] predictions:    9707/  10000 (97.07%), best:    9699/10000 (96.99%), error:       990.04614, best error:       964.23596 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 45.8403549194s, input_fired_time: 0.5799071789, output_fired_time: 0.3549286425, propagate_forward_time: 19.1605796814, propagate_backward_time: 24.2368812561, weight_update_time: 0.0704921037, other_time: 1.5080604553
epoch time: 4.0861930847s, input_fired_time: 0.0617291331, output_fired_time: 0.0000000000, propagate_forward_time: 3.7711935043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532706261
validation[          , genome  5884] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       963.23895, best error:       963.23895 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 45.1391258240s, input_fired_time: 0.5788726211, output_fired_time: 0.3485998213, propagate_forward_time: 18.8685989380, propagate_backward_time: 23.8734226227, weight_update_time: 0.0697016492, other_time: 1.4696331024
epoch time: 4.0882363319s, input_fired_time: 0.0620472021, output_fired_time: 0.0000000000, propagate_forward_time: 3.7716481686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2545411587
validation[          , genome  5884] predictions:    9672/  10000 (96.72%), best:    9701/10000 (97.01%), error:      1047.43335, best error:       963.23895 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 45.3106994629s, input_fired_time: 0.5774148107, output_fired_time: 0.3519690931, propagate_forward_time: 18.9325523376, propagate_backward_time: 23.9642791748, weight_update_time: 0.0699810386, other_time: 1.4844818115
epoch time: 4.0909399986s, input_fired_time: 0.0615160130, output_fired_time: 0.0000000000, propagate_forward_time: 3.7744829655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549412251
validation[          , genome  5884] predictions:    9690/  10000 (96.90%), best:    9701/10000 (97.01%), error:      1026.99939, best error:       963.23895 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 45.2260818481s, input_fired_time: 0.5785035491, output_fired_time: 0.3511755466, propagate_forward_time: 18.9002838135, propagate_backward_time: 23.9085254669, weight_update_time: 0.0700325668, other_time: 1.4875926971
epoch time: 4.0946407318s, input_fired_time: 0.0627354532, output_fired_time: 0.0000000000, propagate_forward_time: 3.7732229233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2586822510
validation[          , genome  5884] predictions:    9706/  10000 (97.06%), best:    9701/10000 (97.01%), error:       978.68671, best error:       963.23895 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 45.2156219482s, input_fired_time: 0.5811794996, output_fired_time: 0.3504957855, propagate_forward_time: 18.8939094543, propagate_backward_time: 23.9031925201, weight_update_time: 0.0700730234, other_time: 1.4868450165
epoch time: 4.0910415649s, input_fired_time: 0.0624097139, output_fired_time: 0.0000000000, propagate_forward_time: 3.7730960846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2555356026
validation[          , genome  5884] predictions:    9702/  10000 (97.02%), best:    9701/10000 (97.01%), error:      1011.88354, best error:       963.23895 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 45.2271766663s, input_fired_time: 0.5795444846, output_fired_time: 0.3510353565, propagate_forward_time: 18.8890228271, propagate_backward_time: 23.9138526917, weight_update_time: 0.0700070038, other_time: 1.4937210083
epoch time: 4.0919051170s, input_fired_time: 0.0621572100, output_fired_time: 0.0000000000, propagate_forward_time: 3.7731273174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566206455
validation[          , genome  5884] predictions:    9659/  10000 (96.59%), best:    9701/10000 (97.01%), error:      1133.07800, best error:       963.23895 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 45.6444587708s, input_fired_time: 0.5802203417, output_fired_time: 0.3526850045, propagate_forward_time: 19.0893936157, propagate_backward_time: 24.1454925537, weight_update_time: 0.0697620139, other_time: 1.4766693115
epoch time: 4.0855531693s, input_fired_time: 0.0617269389, output_fired_time: 0.0000000000, propagate_forward_time: 3.7708938122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2529323101
validation[          , genome  5884] predictions:    9697/  10000 (96.97%), best:    9701/10000 (97.01%), error:      1010.48907, best error:       963.23895 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 45.1853179932s, input_fired_time: 0.5787336230, output_fired_time: 0.3488401473, propagate_forward_time: 18.8861675262, propagate_backward_time: 23.9068565369, weight_update_time: 0.0701295212, other_time: 1.4647197723
epoch time: 4.1455779076s, input_fired_time: 0.0651932210, output_fired_time: 0.0000000000, propagate_forward_time: 3.8167572021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636275291
validation[          , genome  5884] predictions:    9700/  10000 (97.00%), best:    9701/10000 (97.01%), error:      1019.21625, best error:       963.23895 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 45.1069869995s, input_fired_time: 0.5776808858, output_fired_time: 0.3480481207, propagate_forward_time: 18.8586120605, propagate_backward_time: 23.8658638000, weight_update_time: 0.0698747486, other_time: 1.4567794800
epoch time: 4.0852403641s, input_fired_time: 0.0618088916, output_fired_time: 0.0000000000, propagate_forward_time: 3.7709057331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525255680
validation[          , genome  5884] predictions:    9670/  10000 (96.70%), best:    9701/10000 (97.01%), error:      1039.30945, best error:       963.23895 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 45.2975311279s, input_fired_time: 0.5799681544, output_fired_time: 0.3500314355, propagate_forward_time: 18.9324188232, propagate_backward_time: 23.9546470642, weight_update_time: 0.0702035353, other_time: 1.4804649353
epoch time: 4.0885162354s, input_fired_time: 0.0620488115, output_fired_time: 0.0000000000, propagate_forward_time: 3.7711489201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2553184032
validation[          , genome  5884] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       947.53436, best error:       947.53436 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 45.5907783508s, input_fired_time: 0.5790325403, output_fired_time: 0.3520929217, propagate_forward_time: 19.0659694672, propagate_backward_time: 24.1061401367, weight_update_time: 0.0702260882, other_time: 1.4875431061
epoch time: 4.0985093117s, input_fired_time: 0.0651655868, output_fired_time: 0.0000000000, propagate_forward_time: 3.7740507126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2592930794
validation[          , genome  5884] predictions:    9661/  10000 (96.61%), best:    9711/10000 (97.11%), error:      1089.09290, best error:       947.53436 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 45.2655906677s, input_fired_time: 0.5825631618, output_fired_time: 0.3509119749, propagate_forward_time: 18.9080486298, propagate_backward_time: 23.9326248169, weight_update_time: 0.0701581314, other_time: 1.4914455414
epoch time: 4.0937409401s, input_fired_time: 0.0629698262, output_fired_time: 0.0000000000, propagate_forward_time: 3.7746081352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561631203
validation[          , genome  5884] predictions:    9662/  10000 (96.62%), best:    9711/10000 (97.11%), error:      1081.07996, best error:       947.53436 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 45.2663841248s, input_fired_time: 0.5794529915, output_fired_time: 0.3505039811, propagate_forward_time: 18.9110202789, propagate_backward_time: 23.9411506653, weight_update_time: 0.0699879229, other_time: 1.4842548370
epoch time: 4.0970788002s, input_fired_time: 0.0617070273, output_fired_time: 0.0000000000, propagate_forward_time: 3.7814633846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2539083958
validation[          , genome  5884] predictions:    9692/  10000 (96.92%), best:    9711/10000 (97.11%), error:      1088.69055, best error:       947.53436 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 45.3770866394s, input_fired_time: 0.5784438252, output_fired_time: 0.3504865468, propagate_forward_time: 18.9623279572, propagate_backward_time: 23.9968795776, weight_update_time: 0.0701639354, other_time: 1.4889469147
epoch time: 4.1051745415s, input_fired_time: 0.0649812520, output_fired_time: 0.0000000000, propagate_forward_time: 3.7819938660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2581992149
validation[          , genome  5884] predictions:    9655/  10000 (96.55%), best:    9711/10000 (97.11%), error:      1141.16968, best error:       947.53436 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 45.1752891541s, input_fired_time: 0.5797218084, output_fired_time: 0.3497316837, propagate_forward_time: 18.8698406219, propagate_backward_time: 23.9038658142, weight_update_time: 0.0696972460, other_time: 1.4721279144
epoch time: 4.0881919861s, input_fired_time: 0.0620111525, output_fired_time: 0.0000000000, propagate_forward_time: 3.7719604969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542202473
validation[          , genome  5884] predictions:    9668/  10000 (96.68%), best:    9711/10000 (97.11%), error:      1080.14429, best error:       947.53436 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 45.2018013000s, input_fired_time: 0.5816181302, output_fired_time: 0.3495914340, propagate_forward_time: 18.8817272186, propagate_backward_time: 23.9137134552, weight_update_time: 0.0701112524, other_time: 1.4751510620
epoch time: 4.0861873627s, input_fired_time: 0.0620357841, output_fired_time: 0.0000000000, propagate_forward_time: 3.7712197304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2529320717
validation[          , genome  5884] predictions:    9688/  10000 (96.88%), best:    9711/10000 (97.11%), error:      1033.37744, best error:       947.53436 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 45.1241569519s, input_fired_time: 0.5793606043, output_fired_time: 0.3485772908, propagate_forward_time: 18.8575954437, propagate_backward_time: 23.8808307648, weight_update_time: 0.0696456507, other_time: 1.4577941895
epoch time: 4.0887932777s, input_fired_time: 0.0630307496, output_fired_time: 0.0000000000, propagate_forward_time: 3.7709903717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547721863
validation[          , genome  5884] predictions:    9688/  10000 (96.88%), best:    9711/10000 (97.11%), error:      1047.12646, best error:       947.53436 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 45.1438827515s, input_fired_time: 0.5801649094, output_fired_time: 0.3487857878, propagate_forward_time: 18.8652858734, propagate_backward_time: 23.8866081238, weight_update_time: 0.0697812587, other_time: 1.4630374908
epoch time: 4.0861301422s, input_fired_time: 0.0622999743, output_fired_time: 0.0000000000, propagate_forward_time: 3.7705442905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532856464
validation[          , genome  5884] predictions:    9658/  10000 (96.58%), best:    9711/10000 (97.11%), error:      1148.97998, best error:       947.53436 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 45.1890220642s, input_fired_time: 0.5833160281, output_fired_time: 0.3494547307, propagate_forward_time: 18.8755016327, propagate_backward_time: 23.9127368927, weight_update_time: 0.0697068423, other_time: 1.4680137634
epoch time: 4.0853362083s, input_fired_time: 0.0624739639, output_fired_time: 0.0000000000, propagate_forward_time: 3.7707386017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2521238327
validation[          , genome  5884] predictions:    9698/  10000 (96.98%), best:    9711/10000 (97.11%), error:      1000.45819, best error:       947.53436 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 45.1674270630s, input_fired_time: 0.5800130963, output_fired_time: 0.3504061699, propagate_forward_time: 18.8669185638, propagate_backward_time: 23.8967304230, weight_update_time: 0.0697707385, other_time: 1.4733581543
epoch time: 4.0908770561s, input_fired_time: 0.0629861653, output_fired_time: 0.0000000000, propagate_forward_time: 3.7718372345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560534477
validation[          , genome  5884] predictions:    9684/  10000 (96.84%), best:    9711/10000 (97.11%), error:      1014.06183, best error:       947.53436 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 45.3919334412s, input_fired_time: 0.5867012143, output_fired_time: 0.3520445228, propagate_forward_time: 18.9395122528, propagate_backward_time: 24.0146789551, weight_update_time: 0.0703203976, other_time: 1.4989986420
epoch time: 4.0940566063s, input_fired_time: 0.0633668825, output_fired_time: 0.0000000000, propagate_forward_time: 3.7742626667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564270496
validation[          , genome  5884] predictions:    9660/  10000 (96.60%), best:    9711/10000 (97.11%), error:      1062.54468, best error:       947.53436 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 45.2699203491s, input_fired_time: 0.5850298405, output_fired_time: 0.3512804210, propagate_forward_time: 18.8909511566, propagate_backward_time: 23.9571514130, weight_update_time: 0.0702277347, other_time: 1.4855079651
epoch time: 4.0927371979s, input_fired_time: 0.0629970878, output_fired_time: 0.0000000000, propagate_forward_time: 3.7750289440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547113895
validation[          , genome  5884] predictions:    9570/  10000 (95.70%), best:    9711/10000 (97.11%), error:      1426.58875, best error:       947.53436 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 45.2391166687s, input_fired_time: 0.5822396278, output_fired_time: 0.3515357971, propagate_forward_time: 18.8582859039, propagate_backward_time: 23.9643802643, weight_update_time: 0.0702220276, other_time: 1.4826736450
epoch time: 4.0894980431s, input_fired_time: 0.0626002848, output_fired_time: 0.0000000000, propagate_forward_time: 3.7711613178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2557365894
validation[          , genome  5884] predictions:    9704/  10000 (97.04%), best:    9711/10000 (97.11%), error:       970.00043, best error:       947.53436 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 45.8955497742s, input_fired_time: 0.5855376124, output_fired_time: 0.3545181751, propagate_forward_time: 19.1902122498, propagate_backward_time: 24.2578334808, weight_update_time: 0.0711259246, other_time: 1.5074481964
epoch time: 4.0879321098s, input_fired_time: 0.0617663972, output_fired_time: 0.0000000000, propagate_forward_time: 3.7715969086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2545685768
validation[          , genome  5884] predictions:    9671/  10000 (96.71%), best:    9711/10000 (97.11%), error:      1104.34314, best error:       947.53436 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 45.1775817871s, input_fired_time: 0.5821882486, output_fired_time: 0.3489787877, propagate_forward_time: 18.8750076294, propagate_backward_time: 23.8965377808, weight_update_time: 0.0702692047, other_time: 1.4748687744
epoch time: 4.0964465141s, input_fired_time: 0.0644764006, output_fired_time: 0.0000000000, propagate_forward_time: 3.7758460045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561240196
validation[          , genome  5884] predictions:    9611/  10000 (96.11%), best:    9711/10000 (97.11%), error:      1281.84277, best error:       947.53436 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 45.2111244202s, input_fired_time: 0.5823455453, output_fired_time: 0.3495849669, propagate_forward_time: 18.8781204224, propagate_backward_time: 23.9224967957, weight_update_time: 0.0701453462, other_time: 1.4785766602
epoch time: 4.0880827904s, input_fired_time: 0.0623013899, output_fired_time: 0.0000000000, propagate_forward_time: 3.7730174065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527642250
validation[          , genome  5884] predictions:    9622/  10000 (96.22%), best:    9711/10000 (97.11%), error:      1218.33801, best error:       947.53436 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 45.8115844727s, input_fired_time: 0.5869033337, output_fired_time: 0.3533628881, propagate_forward_time: 19.1284503937, propagate_backward_time: 24.2396392822, weight_update_time: 0.0711095035, other_time: 1.5032291412
epoch time: 4.0910568237s, input_fired_time: 0.0640232265, output_fired_time: 0.0000000000, propagate_forward_time: 3.7718617916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551720142
validation[          , genome  5884] predictions:    9688/  10000 (96.88%), best:    9711/10000 (97.11%), error:      1014.95886, best error:       947.53436 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 45.2150764465s, input_fired_time: 0.5826493502, output_fired_time: 0.3503616750, propagate_forward_time: 18.8644390106, propagate_backward_time: 23.9453372955, weight_update_time: 0.0702958629, other_time: 1.4722900391
epoch time: 4.1074504852s, input_fired_time: 0.0667617917, output_fired_time: 0.0000000000, propagate_forward_time: 3.7804944515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601940632
validation[          , genome  5884] predictions:    9653/  10000 (96.53%), best:    9711/10000 (97.11%), error:      1118.40283, best error:       947.53436 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 45.2064857483s, input_fired_time: 0.5835041404, output_fired_time: 0.3502331972, propagate_forward_time: 18.8739566803, propagate_backward_time: 23.9176998138, weight_update_time: 0.0701683685, other_time: 1.4810905457
epoch time: 4.0943222046s, input_fired_time: 0.0632417202, output_fired_time: 0.0000000000, propagate_forward_time: 3.7737734318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2573068142
validation[          , genome  5884] predictions:    9672/  10000 (96.72%), best:    9711/10000 (97.11%), error:      1008.55505, best error:       947.53436 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 45.1650924683s, input_fired_time: 0.5828903913, output_fired_time: 0.3491621912, propagate_forward_time: 18.8622589111, propagate_backward_time: 23.8989028931, weight_update_time: 0.0700599998, other_time: 1.4718780518
epoch time: 4.0873818398s, input_fired_time: 0.0634250864, output_fired_time: 0.0000000000, propagate_forward_time: 3.7709746361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2529821396
validation[          , genome  5884] predictions:    9697/  10000 (96.97%), best:    9711/10000 (97.11%), error:       994.73456, best error:       947.53436 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 45.1498489380s, input_fired_time: 0.5819555521, output_fired_time: 0.3486867249, propagate_forward_time: 18.8638477325, propagate_backward_time: 23.8933372498, weight_update_time: 0.0700633675, other_time: 1.4620227814
epoch time: 4.0931749344s, input_fired_time: 0.0646944046, output_fired_time: 0.0000000000, propagate_forward_time: 3.7725446224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2559359074
validation[          , genome  5884] predictions:    9657/  10000 (96.57%), best:    9711/10000 (97.11%), error:      1117.28577, best error:       947.53436 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 45.2868881226s, input_fired_time: 0.5821934938, output_fired_time: 0.3519363999, propagate_forward_time: 18.9012355804, propagate_backward_time: 23.9733619690, weight_update_time: 0.0699840188, other_time: 1.4781589508
epoch time: 4.0962667465s, input_fired_time: 0.0630845651, output_fired_time: 0.0000000000, propagate_forward_time: 3.7782211304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549610138
validation[          , genome  5884] predictions:    9643/  10000 (96.43%), best:    9711/10000 (97.11%), error:      1168.08862, best error:       947.53436 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 45.3602333069s, input_fired_time: 0.5878917575, output_fired_time: 0.3519373536, propagate_forward_time: 18.9287300110, propagate_backward_time: 23.9954090118, weight_update_time: 0.0704010576, other_time: 1.4962673187
epoch time: 4.1039175987s, input_fired_time: 0.0628063679, output_fired_time: 0.0000000000, propagate_forward_time: 3.7843806744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567303181
validation[          , genome  5884] predictions:    9673/  10000 (96.73%), best:    9711/10000 (97.11%), error:      1076.28821, best error:       947.53436 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 45.3842163086s, input_fired_time: 0.5820558071, output_fired_time: 0.3519126475, propagate_forward_time: 18.9466743469, propagate_backward_time: 24.0184345245, weight_update_time: 0.0701349676, other_time: 1.4851398468
epoch time: 4.1109066010s, input_fired_time: 0.0632258058, output_fired_time: 0.0000000000, propagate_forward_time: 3.7934622765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542185783
validation[          , genome  5884] predictions:    9675/  10000 (96.75%), best:    9711/10000 (97.11%), error:      1043.26599, best error:       947.53436 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 45.2283592224s, input_fired_time: 0.5827738047, output_fired_time: 0.3490603864, propagate_forward_time: 18.8966083527, propagate_backward_time: 23.9380340576, weight_update_time: 0.0701473653, other_time: 1.4618816376
epoch time: 4.0905995369s, input_fired_time: 0.0633621067, output_fired_time: 0.0000000000, propagate_forward_time: 3.7719397545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2552976608
validation[          , genome  5884] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       942.78046, best error:       942.78046 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 45.2694396973s, input_fired_time: 0.5856797099, output_fired_time: 0.3507355154, propagate_forward_time: 18.8998279572, propagate_backward_time: 23.9438991547, weight_update_time: 0.0701450706, other_time: 1.4892997742
epoch time: 4.0931391716s, input_fired_time: 0.0644409135, output_fired_time: 0.0000000000, propagate_forward_time: 3.7720937729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566046715
validation[          , genome  5884] predictions:    9693/  10000 (96.93%), best:    9721/10000 (97.21%), error:      1039.43445, best error:       942.78046 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 45.1905174255s, input_fired_time: 0.5839323997, output_fired_time: 0.3498513401, propagate_forward_time: 18.8671493530, propagate_backward_time: 23.9105300903, weight_update_time: 0.0698568150, other_time: 1.4790573120
epoch time: 4.0880661011s, input_fired_time: 0.0648309216, output_fired_time: 0.0000000000, propagate_forward_time: 3.7700712681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2531640530
validation[          , genome  5884] predictions:    9673/  10000 (96.73%), best:    9721/10000 (97.21%), error:      1089.77136, best error:       942.78046 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 45.3137130737s, input_fired_time: 0.5832242370, output_fired_time: 0.3509495258, propagate_forward_time: 18.9334945679, propagate_backward_time: 23.9884185791, weight_update_time: 0.0698864534, other_time: 1.4576263428
epoch time: 4.0845952034s, input_fired_time: 0.0631820410, output_fired_time: 0.0000000000, propagate_forward_time: 3.7701699734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2512433529
validation[          , genome  5884] predictions:    9667/  10000 (96.67%), best:    9721/10000 (97.21%), error:      1112.05713, best error:       942.78046 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 45.1617584229s, input_fired_time: 0.5849788189, output_fired_time: 0.3482606411, propagate_forward_time: 18.8603363037, propagate_backward_time: 23.9116439819, weight_update_time: 0.0697700456, other_time: 1.4565391541
epoch time: 4.0829176903s, input_fired_time: 0.0627149120, output_fired_time: 0.0000000000, propagate_forward_time: 3.7696750164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2505276203
validation[          , genome  5884] predictions:    9685/  10000 (96.85%), best:    9721/10000 (97.21%), error:      1023.73383, best error:       942.78046 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 45.4795265198s, input_fired_time: 0.5830916762, output_fired_time: 0.3505001962, propagate_forward_time: 18.9980087280, propagate_backward_time: 24.0672626495, weight_update_time: 0.0699212775, other_time: 1.4806613922
epoch time: 4.0964460373s, input_fired_time: 0.0636255294, output_fired_time: 0.0000000000, propagate_forward_time: 3.7820565701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2507641315
validation[          , genome  5884] predictions:    9690/  10000 (96.90%), best:    9721/10000 (97.21%), error:      1030.63391, best error:       942.78046 on epoch:    95, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 20.5597877502s, input_fired_time: 0.3201944232, output_fired_time: 0.0000000000, propagate_forward_time: 18.9171752930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3224182129
best training[          , genome  5884] predictions:   49556/  50000 (99.11%), best:    9721/10000 (97.21%), error:      1844.15540, best error:       942.78046 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.2979559898s, input_fired_time: 0.0633061677, output_fired_time: 0.0000000000, propagate_forward_time: 3.9611160755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735335827
   testing[          , genome  5884] predictions:    9759/  10000 (97.59%), best:    9721/10000 (97.21%), error:       755.29407, best error:       942.78046 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:51:46 (4376): called boinc_finish(0)

</stderr_txt>
]]>