Nameexact_genome_1512568488_42_6896_0
Workunit2605733
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline16 Dec 2017, 10:02:11 UTC
Received8 Dec 2017, 14:36:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 40 min 14 sec
CPU time4 hours 39 min 11 sec
Validate stateValid
Credit2,117.94
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.00 MB
Peak swap size162.38 MB
Peak disk usage2.77 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
), error:      1074.17261, best error:       799.14130 on epoch:     5, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 150.1323089600s, input_fired_time: 2.2635879517, output_fired_time: 2.0838761330, propagate_forward_time: 56.3223190308, propagate_backward_time: 85.8213806152, weight_update_time: 0.1863984764, other_time: 3.6411361694
epoch time: 12.9113264084s, input_fired_time: 0.3056810796, output_fired_time: 0.0000000000, propagate_forward_time: 11.8370800018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7685651779
validation[          , genome  6896] predictions:    9689/  10000 (96.89%), best:    9760/10000 (97.60%), error:      1014.72711, best error:       799.14130 on epoch:     5, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 152.0510559082s, input_fired_time: 2.3458464146, output_fired_time: 2.0989959240, propagate_forward_time: 56.9236068726, propagate_backward_time: 86.7896728516, weight_update_time: 0.1881246716, other_time: 3.8929367065
epoch time: 12.1494855881s, input_fired_time: 0.2852254212, output_fired_time: 0.0000000000, propagate_forward_time: 11.2007989883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634607315
validation[          , genome  6896] predictions:    9740/  10000 (97.40%), best:    9760/10000 (97.60%), error:       814.55377, best error:       799.14130 on epoch:     5, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 151.6709899902s, input_fired_time: 2.3341338634, output_fired_time: 2.0984125137, propagate_forward_time: 56.7752952576, propagate_backward_time: 86.6518325806, weight_update_time: 0.1935090274, other_time: 3.8113021851
epoch time: 12.1468667984s, input_fired_time: 0.2903291583, output_fired_time: 0.0000000000, propagate_forward_time: 11.2086172104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6479206085
validation[          , genome  6896] predictions:    9751/  10000 (97.51%), best:    9760/10000 (97.60%), error:       872.24347, best error:       799.14130 on epoch:     5, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 152.1120147705s, input_fired_time: 2.3247361183, output_fired_time: 2.1120166779, propagate_forward_time: 56.9975280762, propagate_backward_time: 86.8933029175, weight_update_time: 0.1944895834, other_time: 3.7844314575
epoch time: 12.3849983215s, input_fired_time: 0.2948682904, output_fired_time: 0.0000000000, propagate_forward_time: 11.4150333405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6750965118
validation[          , genome  6896] predictions:    9749/  10000 (97.49%), best:    9760/10000 (97.60%), error:       817.96918, best error:       799.14130 on epoch:     5, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 151.1048736572s, input_fired_time: 2.2886116505, output_fired_time: 2.0788161755, propagate_forward_time: 56.5727386475, propagate_backward_time: 86.4037475586, weight_update_time: 0.1917882115, other_time: 3.7609710693
epoch time: 12.6103172302s, input_fired_time: 0.3013487756, output_fired_time: 0.0000000000, propagate_forward_time: 11.6388664246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701021194
validation[          , genome  6896] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       778.32635, best error:       778.32635 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 151.4121246338s, input_fired_time: 2.3331041336, output_fired_time: 2.1104669571, propagate_forward_time: 56.6127166748, propagate_backward_time: 86.5621948242, weight_update_time: 0.1891510934, other_time: 3.7936401367
epoch time: 12.2213840485s, input_fired_time: 0.2913247049, output_fired_time: 0.0000000000, propagate_forward_time: 11.2815275192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485319138
validation[          , genome  6896] predictions:    9736/  10000 (97.36%), best:    9772/10000 (97.72%), error:       821.82568, best error:       778.32635 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 151.7785491943s, input_fired_time: 2.3231780529, output_fired_time: 2.1079521179, propagate_forward_time: 56.7923469543, propagate_backward_time: 86.7870101929, weight_update_time: 0.1878577769, other_time: 3.7680587769
epoch time: 12.2417154312s, input_fired_time: 0.2909119725, output_fired_time: 0.0000000000, propagate_forward_time: 11.2939672470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6568365097
validation[          , genome  6896] predictions:    9719/  10000 (97.19%), best:    9772/10000 (97.72%), error:       904.70984, best error:       778.32635 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 152.5345611572s, input_fired_time: 2.3489942551, output_fired_time: 2.1125967503, propagate_forward_time: 56.9569053650, propagate_backward_time: 87.2647323608, weight_update_time: 0.1902901083, other_time: 3.8513259888
epoch time: 12.2676954269s, input_fired_time: 0.2905084193, output_fired_time: 0.0000000000, propagate_forward_time: 11.3295135498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476736069
validation[          , genome  6896] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       819.87146, best error:       778.32635 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 151.4042968750s, input_fired_time: 2.2964031696, output_fired_time: 2.0943887234, propagate_forward_time: 56.6102104187, propagate_backward_time: 86.7166213989, weight_update_time: 0.1911462694, other_time: 3.6866683960
epoch time: 12.1921148300s, input_fired_time: 0.2958642542, output_fired_time: 0.0000000000, propagate_forward_time: 11.2288198471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6674308777
validation[          , genome  6896] predictions:    9755/  10000 (97.55%), best:    9772/10000 (97.72%), error:       820.89075, best error:       778.32635 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 151.8713378906s, input_fired_time: 2.3247411251, output_fired_time: 2.1050751209, propagate_forward_time: 56.6807632446, propagate_backward_time: 86.9942474365, weight_update_time: 0.1880945712, other_time: 3.7665176392
epoch time: 12.3047857285s, input_fired_time: 0.2921278179, output_fired_time: 0.0000000000, propagate_forward_time: 11.3406639099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6719942093
validation[          , genome  6896] predictions:    9723/  10000 (97.23%), best:    9772/10000 (97.72%), error:       881.90271, best error:       778.32635 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 151.0979614258s, input_fired_time: 2.3012642860, output_fired_time: 2.0899031162, propagate_forward_time: 56.4350624084, propagate_backward_time: 86.5306396484, weight_update_time: 0.1888056546, other_time: 3.7410888672
epoch time: 12.4540052414s, input_fired_time: 0.3028008044, output_fired_time: 0.0000000000, propagate_forward_time: 11.4616460800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6895580292
validation[          , genome  6896] predictions:    9724/  10000 (97.24%), best:    9772/10000 (97.72%), error:       875.83069, best error:       778.32635 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 151.2669982910s, input_fired_time: 2.2991545200, output_fired_time: 2.1107583046, propagate_forward_time: 56.5114707947, propagate_backward_time: 86.6851959229, weight_update_time: 0.1870934814, other_time: 3.6604156494
epoch time: 12.6766595840s, input_fired_time: 0.3076993525, output_fired_time: 0.0000000000, propagate_forward_time: 11.6414508820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7275094986
validation[          , genome  6896] predictions:    9693/  10000 (96.93%), best:    9772/10000 (97.72%), error:       987.75671, best error:       778.32635 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 154.1663513184s, input_fired_time: 2.3705716133, output_fired_time: 2.1277446747, propagate_forward_time: 57.3834838867, propagate_backward_time: 88.3663940430, weight_update_time: 0.1902809441, other_time: 3.9181518555
epoch time: 12.4792509079s, input_fired_time: 0.3012169003, output_fired_time: 0.0000000000, propagate_forward_time: 11.4805850983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974487305
validation[          , genome  6896] predictions:    9734/  10000 (97.34%), best:    9772/10000 (97.72%), error:       905.32587, best error:       778.32635 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 153.3981018066s, input_fired_time: 2.3708753586, output_fired_time: 2.1237783432, propagate_forward_time: 57.2925415039, propagate_backward_time: 87.7453308105, weight_update_time: 0.1898973435, other_time: 3.8655700684
epoch time: 12.2598419189s, input_fired_time: 0.2958497107, output_fired_time: 0.0000000000, propagate_forward_time: 11.3011722565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6628198624
validation[          , genome  6896] predictions:    9749/  10000 (97.49%), best:    9772/10000 (97.72%), error:       809.25183, best error:       778.32635 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 151.7625579834s, input_fired_time: 2.3308048248, output_fired_time: 2.1153120995, propagate_forward_time: 56.6226921082, propagate_backward_time: 86.8783187866, weight_update_time: 0.1907096952, other_time: 3.8154220581
epoch time: 12.2851743698s, input_fired_time: 0.2964378595, output_fired_time: 0.0000000000, propagate_forward_time: 11.2993335724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894025803
validation[          , genome  6896] predictions:    9718/  10000 (97.18%), best:    9772/10000 (97.72%), error:       962.19971, best error:       778.32635 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 154.5240936279s, input_fired_time: 2.3835284710, output_fired_time: 2.1605887413, propagate_forward_time: 57.6106224060, propagate_backward_time: 88.4117889404, weight_update_time: 0.1977150142, other_time: 3.9575653076
epoch time: 12.1788396835s, input_fired_time: 0.2873686254, output_fired_time: 0.0000000000, propagate_forward_time: 11.2409906387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6504802704
validation[          , genome  6896] predictions:    9744/  10000 (97.44%), best:    9772/10000 (97.72%), error:       854.70624, best error:       778.32635 on epoch:    19, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 152.3285369873s, input_fired_time: 2.3349883556, output_fired_time: 2.1225948334, propagate_forward_time: 56.7714271545, propagate_backward_time: 87.2413864136, weight_update_time: 0.1900299489, other_time: 3.8581466675
epoch time: 12.2158632278s, input_fired_time: 0.2830540240, output_fired_time: 0.0000000000, propagate_forward_time: 11.2856073380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6472015381
validation[          , genome  6896] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       809.78674, best error:       778.32635 on epoch:    19, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 151.7718963623s, input_fired_time: 2.2985796928, output_fired_time: 2.0846483707, propagate_forward_time: 56.5747604370, propagate_backward_time: 87.0702362061, weight_update_time: 0.1879867911, other_time: 3.7436599731
epoch time: 12.1684923172s, input_fired_time: 0.2849696875, output_fired_time: 0.0000000000, propagate_forward_time: 11.2345695496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6489534378
validation[          , genome  6896] predictions:    9731/  10000 (97.31%), best:    9772/10000 (97.72%), error:       889.85834, best error:       778.32635 on epoch:    19, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 151.0065612793s, input_fired_time: 2.2689256668, output_fired_time: 2.0825231075, propagate_forward_time: 56.2676353455, propagate_backward_time: 86.6829452515, weight_update_time: 0.1907904744, other_time: 3.7045364380
epoch time: 12.4571256638s, input_fired_time: 0.2987212539, output_fired_time: 0.0000000000, propagate_forward_time: 11.4715805054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868238449
validation[          , genome  6896] predictions:    9735/  10000 (97.35%), best:    9772/10000 (97.72%), error:       888.23035, best error:       778.32635 on epoch:    19, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 154.3894805908s, input_fired_time: 2.3919832706, output_fired_time: 2.1292397976, propagate_forward_time: 57.2686843872, propagate_backward_time: 88.6366043091, weight_update_time: 0.1969459951, other_time: 3.9629669189
epoch time: 12.1307582855s, input_fired_time: 0.2919923961, output_fired_time: 0.0000000000, propagate_forward_time: 11.1793136597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594524384
validation[          , genome  6896] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       770.92169, best error:       770.92169 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 152.4241790771s, input_fired_time: 2.3185522556, output_fired_time: 2.1093473434, propagate_forward_time: 56.8441467285, propagate_backward_time: 87.4189071655, weight_update_time: 0.1881038696, other_time: 3.7332229614
epoch time: 12.5952072144s, input_fired_time: 0.3064908385, output_fired_time: 0.0000000000, propagate_forward_time: 11.5811481476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7075681686
validation[          , genome  6896] predictions:    9728/  10000 (97.28%), best:    9771/10000 (97.71%), error:       854.87372, best error:       770.92169 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 152.5865478516s, input_fired_time: 2.3235766888, output_fired_time: 2.1068606377, propagate_forward_time: 56.8067436218, propagate_backward_time: 87.5914382935, weight_update_time: 0.1886171848, other_time: 3.7579269409
epoch time: 12.2931900024s, input_fired_time: 0.3076532781, output_fired_time: 0.0000000000, propagate_forward_time: 11.3088274002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6767091751
validation[          , genome  6896] predictions:    9707/  10000 (97.07%), best:    9771/10000 (97.71%), error:      1002.69702, best error:       770.92169 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 151.9102783203s, input_fired_time: 2.3405985832, output_fired_time: 2.0969560146, propagate_forward_time: 56.4774627686, propagate_backward_time: 87.1913146973, weight_update_time: 0.1881336719, other_time: 3.8039550781
epoch time: 12.5285625458s, input_fired_time: 0.2950896919, output_fired_time: 0.0000000000, propagate_forward_time: 11.5222148895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7112579346
validation[          , genome  6896] predictions:    9671/  10000 (96.71%), best:    9771/10000 (97.71%), error:      1041.50354, best error:       770.92169 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 153.1840667725s, input_fired_time: 2.3401772976, output_fired_time: 2.0952911377, propagate_forward_time: 56.8919868469, propagate_backward_time: 87.9965972900, weight_update_time: 0.1910165399, other_time: 3.8600158691
epoch time: 12.1833829880s, input_fired_time: 0.2930468619, output_fired_time: 0.0000000000, propagate_forward_time: 11.2414054871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6489305496
validation[          , genome  6896] predictions:    9712/  10000 (97.12%), best:    9771/10000 (97.71%), error:       990.93304, best error:       770.92169 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 152.9711151123s, input_fired_time: 2.3417460918, output_fired_time: 2.1080012321, propagate_forward_time: 56.8394279480, propagate_backward_time: 87.9015808105, weight_update_time: 0.1903247237, other_time: 3.7803497314
epoch time: 12.1711454391s, input_fired_time: 0.2898605466, output_fired_time: 0.0000000000, propagate_forward_time: 11.2331409454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6481437683
validation[          , genome  6896] predictions:    9759/  10000 (97.59%), best:    9771/10000 (97.71%), error:       784.22766, best error:       770.92169 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 153.4346466064s, input_fired_time: 2.3361339569, output_fired_time: 2.1131525040, propagate_forward_time: 56.9172058105, propagate_backward_time: 88.2189025879, weight_update_time: 0.1907129884, other_time: 3.8492431641
epoch time: 12.3935604095s, input_fired_time: 0.2897153795, output_fired_time: 0.0000000000, propagate_forward_time: 11.4445943832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6592502594
validation[          , genome  6896] predictions:    9751/  10000 (97.51%), best:    9771/10000 (97.71%), error:       849.05402, best error:       770.92169 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 153.4583129883s, input_fired_time: 2.3193759918, output_fired_time: 2.1341061592, propagate_forward_time: 57.0248336792, propagate_backward_time: 88.1641387939, weight_update_time: 0.1950174272, other_time: 3.8158493042
epoch time: 12.2962961197s, input_fired_time: 0.3018935025, output_fired_time: 0.0000000000, propagate_forward_time: 11.3147745132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796283722
validation[          , genome  6896] predictions:    9757/  10000 (97.57%), best:    9771/10000 (97.71%), error:       846.70428, best error:       770.92169 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 151.8957214355s, input_fired_time: 2.3068683147, output_fired_time: 2.1089894772, propagate_forward_time: 56.4385185242, propagate_backward_time: 87.2962112427, weight_update_time: 0.1878293753, other_time: 3.7451248169
epoch time: 12.6812591553s, input_fired_time: 0.3128175437, output_fired_time: 0.0000000000, propagate_forward_time: 11.6446104050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7238311768
validation[          , genome  6896] predictions:    9755/  10000 (97.55%), best:    9771/10000 (97.71%), error:       831.15344, best error:       770.92169 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 153.3399810791s, input_fired_time: 2.3582015038, output_fired_time: 2.0911014080, propagate_forward_time: 56.8528251648, propagate_backward_time: 88.1372222900, weight_update_time: 0.1898241192, other_time: 3.9006347656
epoch time: 12.2867870331s, input_fired_time: 0.2924821973, output_fired_time: 0.0000000000, propagate_forward_time: 11.3078212738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6864833832
validation[          , genome  6896] predictions:    9760/  10000 (97.60%), best:    9771/10000 (97.71%), error:       848.40662, best error:       770.92169 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 152.3731536865s, input_fired_time: 2.3160433769, output_fired_time: 2.1035082340, propagate_forward_time: 56.5953788757, propagate_backward_time: 87.5948944092, weight_update_time: 0.1871517152, other_time: 3.7633209229
epoch time: 12.4151840210s, input_fired_time: 0.2928958237, output_fired_time: 0.0000000000, propagate_forward_time: 11.4305953979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916923523
validation[          , genome  6896] predictions:    9766/  10000 (97.66%), best:    9771/10000 (97.71%), error:       799.31964, best error:       770.92169 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 153.9302062988s, input_fired_time: 2.3517405987, output_fired_time: 2.0945231915, propagate_forward_time: 57.0890235901, propagate_backward_time: 88.4780883789, weight_update_time: 0.1980512440, other_time: 3.9168243408
epoch time: 12.2010993958s, input_fired_time: 0.2925799489, output_fired_time: 0.0000000000, propagate_forward_time: 11.2196683884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6888513565
validation[          , genome  6896] predictions:    9736/  10000 (97.36%), best:    9771/10000 (97.71%), error:       918.34607, best error:       770.92169 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 153.7677154541s, input_fired_time: 2.3280203342, output_fired_time: 2.1051607132, propagate_forward_time: 56.9263954163, propagate_backward_time: 88.5203399658, weight_update_time: 0.1897824705, other_time: 3.8878021240
epoch time: 12.2925682068s, input_fired_time: 0.2911517918, output_fired_time: 0.0000000000, propagate_forward_time: 11.3419370651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6594791412
validation[          , genome  6896] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       851.57751, best error:       770.92169 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 152.5982055664s, input_fired_time: 2.3276994228, output_fired_time: 2.1016168594, propagate_forward_time: 56.5531883240, propagate_backward_time: 87.8404693604, weight_update_time: 0.1904139668, other_time: 3.7752227783
epoch time: 12.1052770615s, input_fired_time: 0.3017652631, output_fired_time: 0.0000000000, propagate_forward_time: 11.1541700363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493415833
validation[          , genome  6896] predictions:    9696/  10000 (96.96%), best:    9771/10000 (97.71%), error:      1003.96216, best error:       770.92169 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 151.7478790283s, input_fired_time: 2.3007838726, output_fired_time: 2.0710732937, propagate_forward_time: 56.3212471008, propagate_backward_time: 87.3369064331, weight_update_time: 0.1884495616, other_time: 3.7178726196
epoch time: 12.3282966614s, input_fired_time: 0.2980433702, output_fired_time: 0.0000000000, propagate_forward_time: 11.3506593704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795940399
validation[          , genome  6896] predictions:    9704/  10000 (97.04%), best:    9771/10000 (97.71%), error:       982.24146, best error:       770.92169 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 152.7914123535s, input_fired_time: 2.3254084587, output_fired_time: 2.0866615772, propagate_forward_time: 56.6841163635, propagate_backward_time: 87.9149780273, weight_update_time: 0.1933633983, other_time: 3.7802581787
epoch time: 12.2021141052s, input_fired_time: 0.2870421410, output_fired_time: 0.0000000000, propagate_forward_time: 11.2657051086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493663788
validation[          , genome  6896] predictions:    9752/  10000 (97.52%), best:    9771/10000 (97.71%), error:       866.40442, best error:       770.92169 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 152.0524749756s, input_fired_time: 2.2746198177, output_fired_time: 2.0925166607, propagate_forward_time: 56.4400177002, propagate_backward_time: 87.6031036377, weight_update_time: 0.1861657500, other_time: 3.6422271729
epoch time: 12.2560358047s, input_fired_time: 0.2980466783, output_fired_time: 0.0000000000, propagate_forward_time: 11.2791910172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6787977219
validation[          , genome  6896] predictions:    9191/  10000 (91.91%), best:    9771/10000 (97.71%), error:      2838.98511, best error:       770.92169 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

resetting weights to those on epoch: 34
epoch time: 152.1352691650s, input_fired_time: 2.3208043575, output_fired_time: 2.0966570377, propagate_forward_time: 56.5987434387, propagate_backward_time: 87.3701477051, weight_update_time: 0.1929593086, other_time: 3.7489166260
epoch time: 12.4070529938s, input_fired_time: 0.2983184755, output_fired_time: 0.0000000000, propagate_forward_time: 11.4288263321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6799077988
validation[          , genome  6896] predictions:    9775/  10000 (97.75%), best:    9771/10000 (97.71%), error:       783.53326, best error:       770.92169 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 153.3182830811s, input_fired_time: 2.3225162029, output_fired_time: 2.1181662083, propagate_forward_time: 57.0716629028, propagate_backward_time: 87.9209518433, weight_update_time: 0.1975409240, other_time: 3.8849945068
epoch time: 12.6881093979s, input_fired_time: 0.3120566010, output_fired_time: 0.0000000000, propagate_forward_time: 11.6341743469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7418785095
validation[          , genome  6896] predictions:    9752/  10000 (97.52%), best:    9771/10000 (97.71%), error:       842.05896, best error:       770.92169 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 153.5568695068s, input_fired_time: 2.3693468571, output_fired_time: 2.1244349480, propagate_forward_time: 57.1042594910, propagate_backward_time: 88.1519927979, weight_update_time: 0.1898897737, other_time: 3.8068237305
epoch time: 12.1582708359s, input_fired_time: 0.2907681465, output_fired_time: 0.0000000000, propagate_forward_time: 11.2237968445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6437053680
validation[          , genome  6896] predictions:    9752/  10000 (97.52%), best:    9771/10000 (97.71%), error:       831.85150, best error:       770.92169 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 151.9880981445s, input_fired_time: 2.3315355778, output_fired_time: 2.1065096855, propagate_forward_time: 56.5255699158, propagate_backward_time: 87.2673187256, weight_update_time: 0.1885895729, other_time: 3.7571563721
epoch time: 12.2466821671s, input_fired_time: 0.2894821465, output_fired_time: 0.0000000000, propagate_forward_time: 11.3009071350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562929153
validation[          , genome  6896] predictions:    9737/  10000 (97.37%), best:    9771/10000 (97.71%), error:       896.70746, best error:       770.92169 on epoch:    34, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 152.8719329834s, input_fired_time: 2.3324842453, output_fired_time: 2.1385972500, propagate_forward_time: 56.9217185974, propagate_backward_time: 87.6588287354, weight_update_time: 0.1884694546, other_time: 3.8202972412
epoch time: 12.6761579514s, input_fired_time: 0.3104365170, output_fired_time: 0.0000000000, propagate_forward_time: 11.6924581528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6732635498
validation[          , genome  6896] predictions:    9774/  10000 (97.74%), best:    9771/10000 (97.71%), error:       775.04822, best error:       770.92169 on epoch:    34, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 152.2414855957s, input_fired_time: 2.3259103298, output_fired_time: 2.1038022041, propagate_forward_time: 56.5854606628, propagate_backward_time: 87.5308227539, weight_update_time: 0.1928634793, other_time: 3.6954803467
epoch time: 12.2753276825s, input_fired_time: 0.2883948386, output_fired_time: 0.0000000000, propagate_forward_time: 11.3247413635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621913910
validation[          , genome  6896] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       745.31854, best error:       745.31854 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 152.5498809814s, input_fired_time: 2.3263323307, output_fired_time: 2.1014518738, propagate_forward_time: 56.7561531067, propagate_backward_time: 87.5585937500, weight_update_time: 0.1896522492, other_time: 3.8073425293
epoch time: 12.2626523972s, input_fired_time: 0.2897755802, output_fired_time: 0.0000000000, propagate_forward_time: 11.3185682297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543083191
validation[          , genome  6896] predictions:    9697/  10000 (96.97%), best:    9778/10000 (97.78%), error:       983.84528, best error:       745.31854 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 153.9060211182s, input_fired_time: 2.3819091320, output_fired_time: 2.1405496597, propagate_forward_time: 57.1917533875, propagate_backward_time: 88.2203750610, weight_update_time: 0.1917617619, other_time: 3.9714279175
epoch time: 12.3255319595s, input_fired_time: 0.2974778116, output_fired_time: 0.0000000000, propagate_forward_time: 11.3341751099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6938791275
validation[          , genome  6896] predictions:    9743/  10000 (97.43%), best:    9778/10000 (97.78%), error:       865.15179, best error:       745.31854 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 155.0686950684s, input_fired_time: 2.3884630203, output_fired_time: 2.1354236603, propagate_forward_time: 57.6556854248, propagate_backward_time: 88.8906860352, weight_update_time: 0.2004389316, other_time: 3.9984436035
epoch time: 12.4549531937s, input_fired_time: 0.3039611578, output_fired_time: 0.0000000000, propagate_forward_time: 11.4500236511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7009687424
validation[          , genome  6896] predictions:    9750/  10000 (97.50%), best:    9778/10000 (97.78%), error:       824.10980, best error:       745.31854 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 151.7856292725s, input_fired_time: 2.2868292332, output_fired_time: 2.0849120617, propagate_forward_time: 56.4468994141, propagate_backward_time: 87.2541275024, weight_update_time: 0.1910179108, other_time: 3.7128524780
epoch time: 12.1792812347s, input_fired_time: 0.2851184905, output_fired_time: 0.0000000000, propagate_forward_time: 11.2363166809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6578464508
validation[          , genome  6896] predictions:    9729/  10000 (97.29%), best:    9778/10000 (97.78%), error:       916.88898, best error:       745.31854 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 152.8646087646s, input_fired_time: 2.3372457027, output_fired_time: 2.1027700901, propagate_forward_time: 56.6739883423, propagate_backward_time: 87.6124725342, weight_update_time: 0.1880486161, other_time: 4.1381301880
epoch time: 12.2553272247s, input_fired_time: 0.2875696421, output_fired_time: 0.0000000000, propagate_forward_time: 11.3181905746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6495666504
validation[          , genome  6896] predictions:    9723/  10000 (97.23%), best:    9778/10000 (97.78%), error:       938.36096, best error:       745.31854 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 151.8360595703s, input_fired_time: 2.2974562645, output_fired_time: 2.1115896702, propagate_forward_time: 56.3650054932, propagate_backward_time: 87.3958587646, weight_update_time: 0.1869455874, other_time: 3.6661529541
epoch time: 12.1945047379s, input_fired_time: 0.2872778773, output_fired_time: 0.0000000000, propagate_forward_time: 11.2582120895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490144730
validation[          , genome  6896] predictions:    9710/  10000 (97.10%), best:    9778/10000 (97.78%), error:       928.07928, best error:       745.31854 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 155.3738403320s, input_fired_time: 2.3599638939, output_fired_time: 2.1292366982, propagate_forward_time: 57.7905197144, propagate_backward_time: 89.1906967163, weight_update_time: 0.2000865936, other_time: 3.9034118652
epoch time: 12.3657255173s, input_fired_time: 0.2993987203, output_fired_time: 0.0000000000, propagate_forward_time: 11.3863506317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6799764633
validation[          , genome  6896] predictions:    9746/  10000 (97.46%), best:    9778/10000 (97.78%), error:       844.62823, best error:       745.31854 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 154.5365600586s, input_fired_time: 2.3862209320, output_fired_time: 2.1372852325, propagate_forward_time: 57.2781791687, propagate_backward_time: 88.7539367676, weight_update_time: 0.1915531754, other_time: 3.9809417725
epoch time: 12.0026760101s, input_fired_time: 0.2863316834, output_fired_time: 0.0000000000, propagate_forward_time: 11.0646963120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516475677
validation[          , genome  6896] predictions:    9734/  10000 (97.34%), best:    9778/10000 (97.78%), error:       919.18451, best error:       745.31854 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 152.0555725098s, input_fired_time: 2.2935738564, output_fired_time: 2.0844414234, propagate_forward_time: 56.4259300232, propagate_backward_time: 87.5550689697, weight_update_time: 0.1863469481, other_time: 3.6965484619
epoch time: 12.2533321381s, input_fired_time: 0.2991604507, output_fired_time: 0.0000000000, propagate_forward_time: 11.2784156799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6757564545
validation[          , genome  6896] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       737.10840, best error:       737.10840 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 153.1794738770s, input_fired_time: 2.3451132774, output_fired_time: 2.1298336983, propagate_forward_time: 56.9720420837, propagate_backward_time: 87.9903030396, weight_update_time: 0.1878102422, other_time: 3.7421798706
epoch time: 12.8161506653s, input_fired_time: 0.3126978874, output_fired_time: 0.0000000000, propagate_forward_time: 11.7665901184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7368621826
validation[          , genome  6896] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       759.76007, best error:       737.10840 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 153.2808227539s, input_fired_time: 2.3123760223, output_fired_time: 2.1393580437, propagate_forward_time: 56.9816780090, propagate_backward_time: 88.0769882202, weight_update_time: 0.1888984144, other_time: 3.7704238892
epoch time: 12.2653465271s, input_fired_time: 0.2944046557, output_fired_time: 0.0000000000, propagate_forward_time: 11.3095827103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613588333
validation[          , genome  6896] predictions:    9765/  10000 (97.65%), best:    9798/10000 (97.98%), error:       795.34637, best error:       737.10840 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 152.0285949707s, input_fired_time: 2.3123011589, output_fired_time: 2.0872492790, propagate_forward_time: 56.4871940613, propagate_backward_time: 87.4499206543, weight_update_time: 0.1873343885, other_time: 3.6919250488
epoch time: 12.4841928482s, input_fired_time: 0.3062935472, output_fired_time: 0.0000000000, propagate_forward_time: 11.4956903458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6822090149
validation[          , genome  6896] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       713.40717, best error:       713.40717 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 152.0336456299s, input_fired_time: 2.2854683399, output_fired_time: 2.1065843105, propagate_forward_time: 56.5107955933, propagate_backward_time: 87.5036239624, weight_update_time: 0.1871673167, other_time: 3.6271820068
epoch time: 12.5073232651s, input_fired_time: 0.3063251376, output_fired_time: 0.0000000000, propagate_forward_time: 11.5078887939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931095123
validation[          , genome  6896] predictions:    9757/  10000 (97.57%), best:    9793/10000 (97.93%), error:       818.54987, best error:       713.40717 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 154.9954528809s, input_fired_time: 2.3690917492, output_fired_time: 2.1518819332, propagate_forward_time: 57.5176239014, propagate_backward_time: 89.0245742798, weight_update_time: 0.1899859160, other_time: 3.9322738647
epoch time: 12.3249864578s, input_fired_time: 0.3014537990, output_fired_time: 0.0000000000, propagate_forward_time: 11.3459863663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6775465012
validation[          , genome  6896] predictions:    9756/  10000 (97.56%), best:    9793/10000 (97.93%), error:       826.78375, best error:       713.40717 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 152.8983001709s, input_fired_time: 2.3682448864, output_fired_time: 2.1134972572, propagate_forward_time: 56.7243881226, propagate_backward_time: 87.8400955200, weight_update_time: 0.1943150014, other_time: 3.8520812988
epoch time: 12.5145711899s, input_fired_time: 0.3053691983, output_fired_time: 0.0000000000, propagate_forward_time: 11.5238571167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853446960
validation[          , genome  6896] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       817.93860, best error:       713.40717 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 152.4614105225s, input_fired_time: 2.3089823723, output_fired_time: 2.1178448200, propagate_forward_time: 56.6538543701, propagate_backward_time: 87.6459274292, weight_update_time: 0.1873549372, other_time: 3.7348098755
epoch time: 12.3068885803s, input_fired_time: 0.2966506183, output_fired_time: 0.0000000000, propagate_forward_time: 11.3514270782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6588106155
validation[          , genome  6896] predictions:    9782/  10000 (97.82%), best:    9793/10000 (97.93%), error:       744.81177, best error:       713.40717 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 153.3976135254s, input_fired_time: 2.3313982487, output_fired_time: 2.1245982647, propagate_forward_time: 57.0044555664, propagate_backward_time: 88.1907348633, weight_update_time: 0.1962255687, other_time: 3.7464141846
epoch time: 12.5415821075s, input_fired_time: 0.2999818921, output_fired_time: 0.0000000000, propagate_forward_time: 11.5450029373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965970993
validation[          , genome  6896] predictions:    9768/  10000 (97.68%), best:    9793/10000 (97.93%), error:       780.01056, best error:       713.40717 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 154.0921020508s, input_fired_time: 2.3498082161, output_fired_time: 2.1153616905, propagate_forward_time: 57.1364479065, propagate_backward_time: 88.5805358887, weight_update_time: 0.1964623630, other_time: 3.9099578857
epoch time: 12.2481203079s, input_fired_time: 0.2877849042, output_fired_time: 0.0000000000, propagate_forward_time: 11.3120222092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6483135223
validation[          , genome  6896] predictions:    9747/  10000 (97.47%), best:    9793/10000 (97.93%), error:       846.58966, best error:       713.40717 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 154.8439941406s, input_fired_time: 2.3849608898, output_fired_time: 2.1305201054, propagate_forward_time: 57.3317451477, propagate_backward_time: 89.0199127197, weight_update_time: 0.1920517832, other_time: 3.9768524170
epoch time: 12.3621149063s, input_fired_time: 0.3047202229, output_fired_time: 0.0000000000, propagate_forward_time: 11.3833608627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6740341187
validation[          , genome  6896] predictions:    9704/  10000 (97.04%), best:    9793/10000 (97.93%), error:       980.43872, best error:       713.40717 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 152.4125518799s, input_fired_time: 2.3095288277, output_fired_time: 2.0863015652, propagate_forward_time: 56.6204757690, propagate_backward_time: 87.6612319946, weight_update_time: 0.1864785999, other_time: 3.7350158691
epoch time: 12.3906345367s, input_fired_time: 0.3062481582, output_fired_time: 0.0000000000, propagate_forward_time: 11.3934974670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6908893585
validation[          , genome  6896] predictions:    9783/  10000 (97.83%), best:    9793/10000 (97.93%), error:       791.85608, best error:       713.40717 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 153.3858642578s, input_fired_time: 2.3197739124, output_fired_time: 2.1178634167, propagate_forward_time: 56.9736061096, propagate_backward_time: 88.2028884888, weight_update_time: 0.1886028349, other_time: 3.7717361450
epoch time: 12.2365617752s, input_fired_time: 0.2882688046, output_fired_time: 0.0000000000, propagate_forward_time: 11.2961139679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6521787643
validation[          , genome  6896] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       794.74243, best error:       713.40717 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 152.9264526367s, input_fired_time: 2.3200681210, output_fired_time: 2.1029090881, propagate_forward_time: 56.8076362610, propagate_backward_time: 87.9190368652, weight_update_time: 0.1941145808, other_time: 3.7768096924
epoch time: 12.3127403259s, input_fired_time: 0.2945927680, output_fired_time: 0.0000000000, propagate_forward_time: 11.3638391495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6543083191
validation[          , genome  6896] predictions:    9714/  10000 (97.14%), best:    9793/10000 (97.93%), error:       973.24103, best error:       713.40717 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 153.5703277588s, input_fired_time: 2.3615984917, output_fired_time: 2.1388761997, propagate_forward_time: 57.0216865540, propagate_backward_time: 88.2344970703, weight_update_time: 0.1891877353, other_time: 3.8136749268
epoch time: 12.6106166840s, input_fired_time: 0.3094344139, output_fired_time: 0.0000000000, propagate_forward_time: 11.5948324203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7063493729
validation[          , genome  6896] predictions:    9760/  10000 (97.60%), best:    9793/10000 (97.93%), error:       796.93817, best error:       713.40717 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 153.5975036621s, input_fired_time: 2.3337008953, output_fired_time: 2.1110558510, propagate_forward_time: 57.0978965759, propagate_backward_time: 88.2927017212, weight_update_time: 0.1895661503, other_time: 3.7621536255
epoch time: 12.7477846146s, input_fired_time: 0.3034713864, output_fired_time: 0.0000000000, propagate_forward_time: 11.7536439896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6906690598
validation[          , genome  6896] predictions:    9756/  10000 (97.56%), best:    9793/10000 (97.93%), error:       808.46503, best error:       713.40717 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 155.2889709473s, input_fired_time: 2.3912794590, output_fired_time: 2.1586706638, propagate_forward_time: 57.6041450500, propagate_backward_time: 89.2171173096, weight_update_time: 0.1904228926, other_time: 3.9177551270
epoch time: 12.3109359741s, input_fired_time: 0.2941471934, output_fired_time: 0.0000000000, propagate_forward_time: 11.3521242142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646642685
validation[          , genome  6896] predictions:    9767/  10000 (97.67%), best:    9793/10000 (97.93%), error:       773.02026, best error:       713.40717 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 154.0505065918s, input_fired_time: 2.3722879887, output_fired_time: 2.1284098625, propagate_forward_time: 57.1998977661, propagate_backward_time: 88.4636230469, weight_update_time: 0.1910140663, other_time: 3.8862991333
epoch time: 12.4012413025s, input_fired_time: 0.3015060127, output_fired_time: 0.0000000000, propagate_forward_time: 11.4251203537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6746149063
validation[          , genome  6896] predictions:    9736/  10000 (97.36%), best:    9793/10000 (97.93%), error:       887.84961, best error:       713.40717 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 153.4623413086s, input_fired_time: 2.3417806625, output_fired_time: 2.1221516132, propagate_forward_time: 56.9814300537, propagate_backward_time: 88.1734390259, weight_update_time: 0.1918222904, other_time: 3.8435440063
epoch time: 12.3583307266s, input_fired_time: 0.3002325892, output_fired_time: 0.0000000000, propagate_forward_time: 11.3682441711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6898536682
validation[          , genome  6896] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       780.99554, best error:       713.40717 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 154.4827270508s, input_fired_time: 2.3522250652, output_fired_time: 2.1145319939, propagate_forward_time: 57.3500061035, propagate_backward_time: 88.7898330688, weight_update_time: 0.1890457422, other_time: 3.8761367798
epoch time: 12.6501073837s, input_fired_time: 0.3105923235, output_fired_time: 0.0000000000, propagate_forward_time: 11.6227941513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7167205811
validation[          , genome  6896] predictions:    9754/  10000 (97.54%), best:    9793/10000 (97.93%), error:       793.59235, best error:       713.40717 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 152.9607086182s, input_fired_time: 2.3177578449, output_fired_time: 2.1035408974, propagate_forward_time: 56.6763267517, propagate_backward_time: 88.1193542480, weight_update_time: 0.1881135553, other_time: 3.7437133789
epoch time: 12.2032384872s, input_fired_time: 0.2902232111, output_fired_time: 0.0000000000, propagate_forward_time: 11.2644271851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6485881805
validation[          , genome  6896] predictions:    9715/  10000 (97.15%), best:    9793/10000 (97.93%), error:       964.11975, best error:       713.40717 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 151.9416198730s, input_fired_time: 2.2972500324, output_fired_time: 2.0895478725, propagate_forward_time: 56.4159660339, propagate_backward_time: 87.4941940308, weight_update_time: 0.1909568608, other_time: 3.6446456909
epoch time: 12.3427267075s, input_fired_time: 0.2979416549, output_fired_time: 0.0000000000, propagate_forward_time: 11.3691968918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6755886078
validation[          , genome  6896] predictions:    9770/  10000 (97.70%), best:    9793/10000 (97.93%), error:       768.59552, best error:       713.40717 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 153.5098266602s, input_fired_time: 2.3512370586, output_fired_time: 2.1228108406, propagate_forward_time: 56.9674453735, propagate_backward_time: 88.1477355957, weight_update_time: 0.1923913360, other_time: 3.9205856323
epoch time: 12.3921384811s, input_fired_time: 0.2992458940, output_fired_time: 0.0000000000, propagate_forward_time: 11.4190139771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738786697
validation[          , genome  6896] predictions:    9715/  10000 (97.15%), best:    9793/10000 (97.93%), error:       992.31146, best error:       713.40717 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 153.6818084717s, input_fired_time: 2.3342561722, output_fired_time: 2.0975372791, propagate_forward_time: 57.0051498413, propagate_backward_time: 88.4355316162, weight_update_time: 0.1896474063, other_time: 3.8093338013
epoch time: 12.0983781815s, input_fired_time: 0.2890535593, output_fired_time: 0.0000000000, propagate_forward_time: 11.1479892731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613349915
validation[          , genome  6896] predictions:    9786/  10000 (97.86%), best:    9793/10000 (97.93%), error:       734.54291, best error:       713.40717 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 153.4059906006s, input_fired_time: 2.3695340157, output_fired_time: 2.1173174381, propagate_forward_time: 56.8872146606, propagate_backward_time: 88.1612701416, weight_update_time: 0.2012096047, other_time: 3.8706436157
epoch time: 12.1785602570s, input_fired_time: 0.2929020822, output_fired_time: 0.0000000000, propagate_forward_time: 11.2280426025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576156616
validation[          , genome  6896] predictions:    9762/  10000 (97.62%), best:    9793/10000 (97.93%), error:       788.52606, best error:       713.40717 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 153.2586059570s, input_fired_time: 2.3519873619, output_fired_time: 2.1030213833, propagate_forward_time: 56.8887405396, propagate_backward_time: 88.1215744019, weight_update_time: 0.1914456487, other_time: 3.7932739258
epoch time: 12.3914203644s, input_fired_time: 0.3019567728, output_fired_time: 0.0000000000, propagate_forward_time: 11.4194393158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6700239182
validation[          , genome  6896] predictions:    9745/  10000 (97.45%), best:    9793/10000 (97.93%), error:       873.62872, best error:       713.40717 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 152.0205535889s, input_fired_time: 2.2932970524, output_fired_time: 2.0847418308, propagate_forward_time: 56.4255180359, propagate_backward_time: 87.5581054688, weight_update_time: 0.1867711842, other_time: 3.6588745117
epoch time: 12.7288799286s, input_fired_time: 0.3134363592, output_fired_time: 0.0000000000, propagate_forward_time: 11.6741609573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7412824631
validation[          , genome  6896] predictions:    9788/  10000 (97.88%), best:    9793/10000 (97.93%), error:       734.40601, best error:       713.40717 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 154.0187835693s, input_fired_time: 2.3834724426, output_fired_time: 2.1359887123, propagate_forward_time: 57.0065002441, propagate_backward_time: 88.5967330933, weight_update_time: 0.1960141808, other_time: 3.8960952759
epoch time: 12.2135400772s, input_fired_time: 0.2890889645, output_fired_time: 0.0000000000, propagate_forward_time: 11.2746906281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6497602463
validation[          , genome  6896] predictions:    9744/  10000 (97.44%), best:    9793/10000 (97.93%), error:       847.60822, best error:       713.40717 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 153.3979187012s, input_fired_time: 2.3451983929, output_fired_time: 2.1042425632, propagate_forward_time: 56.8843994141, propagate_backward_time: 88.2134475708, weight_update_time: 0.1968421638, other_time: 3.8506240845
epoch time: 12.6630735397s, input_fired_time: 0.3008944988, output_fired_time: 0.0000000000, propagate_forward_time: 11.6784458160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837329865
validation[          , genome  6896] predictions:    9728/  10000 (97.28%), best:    9793/10000 (97.93%), error:       887.10443, best error:       713.40717 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 151.9546508789s, input_fired_time: 2.2863514423, output_fired_time: 2.0848526955, propagate_forward_time: 56.3633575439, propagate_backward_time: 87.5043258667, weight_update_time: 0.1866391450, other_time: 3.7157669067
epoch time: 12.4243707657s, input_fired_time: 0.3028720617, output_fired_time: 0.0000000000, propagate_forward_time: 11.4278783798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6936206818
validation[          , genome  6896] predictions:    9777/  10000 (97.77%), best:    9793/10000 (97.93%), error:       766.79285, best error:       713.40717 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 152.7738647461s, input_fired_time: 2.3176217079, output_fired_time: 2.1106357574, propagate_forward_time: 56.7408828735, propagate_backward_time: 87.8942565918, weight_update_time: 0.1879109293, other_time: 3.7104568481
epoch time: 12.2678375244s, input_fired_time: 0.2915996313, output_fired_time: 0.0000000000, propagate_forward_time: 11.3264217377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6498165131
validation[          , genome  6896] predictions:    9746/  10000 (97.46%), best:    9793/10000 (97.93%), error:       841.08746, best error:       713.40717 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 152.4434509277s, input_fired_time: 2.3249621391, output_fired_time: 2.0977327824, propagate_forward_time: 56.5673866272, propagate_backward_time: 87.7398300171, weight_update_time: 0.1888481826, other_time: 3.7135391235
epoch time: 12.3509511948s, input_fired_time: 0.2960408032, output_fired_time: 0.0000000000, propagate_forward_time: 11.3810224533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738882065
validation[          , genome  6896] predictions:    9766/  10000 (97.66%), best:    9793/10000 (97.93%), error:       775.68671, best error:       713.40717 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 151.1252288818s, input_fired_time: 2.2885522842, output_fired_time: 2.0699915886, propagate_forward_time: 56.1426086426, propagate_backward_time: 86.9868392944, weight_update_time: 0.1857253611, other_time: 3.6372299194
epoch time: 12.3904581070s, input_fired_time: 0.2975461185, output_fired_time: 0.0000000000, propagate_forward_time: 11.4222145081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6706972122
validation[          , genome  6896] predictions:    9671/  10000 (96.71%), best:    9793/10000 (97.93%), error:      1120.55164, best error:       713.40717 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 151.7357025146s, input_fired_time: 2.2837090492, output_fired_time: 2.0723524094, propagate_forward_time: 56.3070869446, propagate_backward_time: 87.4552307129, weight_update_time: 0.1861537248, other_time: 3.6173248291
epoch time: 12.1532573700s, input_fired_time: 0.2957292497, output_fired_time: 0.0000000000, propagate_forward_time: 11.2071952820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503324509
validation[          , genome  6896] predictions:    9729/  10000 (97.29%), best:    9793/10000 (97.93%), error:       868.68573, best error:       713.40717 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 155.0183715820s, input_fired_time: 2.3964807987, output_fired_time: 2.1364610195, propagate_forward_time: 57.5274620056, propagate_backward_time: 89.1186828613, weight_update_time: 0.1981822550, other_time: 3.8392791748
epoch time: 12.4011154175s, input_fired_time: 0.3154332936, output_fired_time: 0.0000000000, propagate_forward_time: 11.3837051392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7019767761
validation[          , genome  6896] predictions:    9712/  10000 (97.12%), best:    9793/10000 (97.93%), error:       947.35803, best error:       713.40717 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 154.3449554443s, input_fired_time: 2.3717329502, output_fired_time: 2.0936634541, propagate_forward_time: 57.2677993774, propagate_backward_time: 88.7360076904, weight_update_time: 0.1907975972, other_time: 3.8757553101
epoch time: 12.3413896561s, input_fired_time: 0.3026261926, output_fired_time: 0.0000000000, propagate_forward_time: 11.3599805832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6787824631
validation[          , genome  6896] predictions:    9723/  10000 (97.23%), best:    9793/10000 (97.93%), error:       903.48364, best error:       713.40717 on epoch:    68, 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: 61.5108184814s, input_fired_time: 1.4885389805, output_fired_time: 0.0000000000, propagate_forward_time: 56.6690979004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3531799316
best training[          , genome  6896] predictions:   49627/  50000 (99.25%), best:    9793/10000 (97.93%), error:      1431.36230, best error:       713.40717 on epoch:    68, 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: 12.2587909698s, input_fired_time: 0.2925384343, output_fired_time: 0.0000000000, propagate_forward_time: 11.3078298569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6584224701
   testing[          , genome  6896] predictions:    9812/  10000 (98.12%), best:    9793/10000 (97.93%), error:       585.23486, best error:       713.40717 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:22:49 (7080): called boinc_finish(0)

</stderr_txt>
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