Nameexact_genome_1512568488_43_476_0
Workunit2573622
Created6 Dec 2017, 15:50:51 UTC
Sent6 Dec 2017, 15:53:46 UTC
Report deadline10 Dec 2017, 11:24:03 UTC
Received8 Dec 2017, 0:11:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 56 min 44 sec
CPU time1 hours 56 min 32 sec
Validate stateValid
Credit953.18
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.34 MB
Peak swap size151.08 MB
Peak disk usage0.96 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 64.8936080933s, input_fired_time: 0.5536742210, output_fired_time: 0.3924914300, propagate_forward_time: 25.5863456726, propagate_backward_time: 36.1418495178, weight_update_time: 0.0934373587, other_time: 2.2192497253
epoch time: 5.5749173164s, input_fired_time: 0.0645539463, output_fired_time: 0.0000000000, propagate_forward_time: 5.1133480072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3970155716
validation[          , genome   476] predictions:    9320/  10000 (93.20%), best:    9327/10000 (93.27%), error:      2296.41479, best error:      2277.58276 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 64.7121658325s, input_fired_time: 0.5754678249, output_fired_time: 0.3928033412, propagate_forward_time: 25.4946956635, propagate_backward_time: 36.0348815918, weight_update_time: 0.0940176100, other_time: 2.2143173218
epoch time: 5.5530543327s, input_fired_time: 0.0636317357, output_fired_time: 0.0000000000, propagate_forward_time: 5.0987758636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906469345
validation[          , genome   476] predictions:    9278/  10000 (92.78%), best:    9327/10000 (93.27%), error:      2527.33154, best error:      2277.58276 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.2551841736s, input_fired_time: 0.5418146849, output_fired_time: 0.3787074387, propagate_forward_time: 24.6130943298, propagate_backward_time: 34.5868225098, weight_update_time: 0.0889121145, other_time: 2.1347465515
epoch time: 5.5519080162s, input_fired_time: 0.0628761947, output_fired_time: 0.0000000000, propagate_forward_time: 5.1011595726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878722191
validation[          , genome   476] predictions:    9326/  10000 (93.26%), best:    9327/10000 (93.27%), error:      2290.90918, best error:      2277.58276 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 64.1652221680s, input_fired_time: 0.5485051870, output_fired_time: 0.3888094723, propagate_forward_time: 25.3177413940, propagate_backward_time: 35.7469444275, weight_update_time: 0.0923854485, other_time: 2.1632232666
epoch time: 5.5624427795s, input_fired_time: 0.0636546984, output_fired_time: 0.0000000000, propagate_forward_time: 5.1055073738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932805061
validation[          , genome   476] predictions:    9372/  10000 (93.72%), best:    9372/10000 (93.72%), error:      2188.61401, best error:      2188.61401 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.7210769653s, input_fired_time: 0.5514296889, output_fired_time: 0.3929363191, propagate_forward_time: 25.5147266388, propagate_backward_time: 36.0750541687, weight_update_time: 0.0934740826, other_time: 2.1869316101
epoch time: 5.5507283211s, input_fired_time: 0.0639762729, output_fired_time: 0.0000000000, propagate_forward_time: 5.0926327705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941192627
validation[          , genome   476] predictions:    9291/  10000 (92.91%), best:    9372/10000 (93.72%), error:      2379.35718, best error:      2188.61401 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 60.1553611755s, input_fired_time: 0.5304750204, output_fired_time: 0.3705611825, propagate_forward_time: 23.7479877472, propagate_backward_time: 33.3955802917, weight_update_time: 0.0867908821, other_time: 2.1107597351
epoch time: 5.5598626137s, input_fired_time: 0.0624696128, output_fired_time: 0.0000000000, propagate_forward_time: 5.1061429977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3912501335
validation[          , genome   476] predictions:    9365/  10000 (93.65%), best:    9372/10000 (93.72%), error:      2212.49731, best error:      2188.61401 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 64.4487533569s, input_fired_time: 0.5499761105, output_fired_time: 0.3889662027, propagate_forward_time: 25.4415416718, propagate_backward_time: 35.8915214539, weight_update_time: 0.0926801860, other_time: 2.1767463684
epoch time: 5.5481786728s, input_fired_time: 0.0635009706, output_fired_time: 0.0000000000, propagate_forward_time: 5.0963082314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883695602
validation[          , genome   476] predictions:    9332/  10000 (93.32%), best:    9372/10000 (93.72%), error:      2273.02490, best error:      2188.61401 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.2168579102s, input_fired_time: 0.5489323139, output_fired_time: 0.3847930729, propagate_forward_time: 25.3519287109, propagate_backward_time: 35.7489891052, weight_update_time: 0.0928795487, other_time: 2.1822166443
epoch time: 5.5536613464s, input_fired_time: 0.0634410679, output_fired_time: 0.0000000000, propagate_forward_time: 5.0999517441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902683258
validation[          , genome   476] predictions:    9304/  10000 (93.04%), best:    9372/10000 (93.72%), error:      2406.14941, best error:      2188.61401 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 64.4625854492s, input_fired_time: 0.5536521077, output_fired_time: 0.3925654292, propagate_forward_time: 25.4531555176, propagate_backward_time: 35.8838310242, weight_update_time: 0.0927781835, other_time: 2.1793785095
epoch time: 5.4224901199s, input_fired_time: 0.0702560693, output_fired_time: 0.0000000000, propagate_forward_time: 4.9543290138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979048729
validation[          , genome   476] predictions:    9367/  10000 (93.67%), best:    9367/10000 (93.67%), error:      2188.15381, best error:      2188.15381 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 62.8594779968s, input_fired_time: 0.5429930687, output_fired_time: 0.3782148957, propagate_forward_time: 24.8361454010, propagate_backward_time: 34.9434318542, weight_update_time: 0.0910982192, other_time: 2.1586952209
epoch time: 5.3843812943s, input_fired_time: 0.0621712990, output_fired_time: 0.0000000000, propagate_forward_time: 4.9400477409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821620941
validation[          , genome   476] predictions:    9308/  10000 (93.08%), best:    9367/10000 (93.67%), error:      2328.49658, best error:      2188.15381 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 62.0479850769s, input_fired_time: 0.5378301740, output_fired_time: 0.3725463152, propagate_forward_time: 24.5462741852, propagate_backward_time: 34.4655647278, weight_update_time: 0.0897649676, other_time: 2.1257667542
epoch time: 5.5804362297s, input_fired_time: 0.0642776340, output_fired_time: 0.0000000000, propagate_forward_time: 5.1260480881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901104927
validation[          , genome   476] predictions:    9344/  10000 (93.44%), best:    9367/10000 (93.67%), error:      2196.63110, best error:      2188.15381 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 64.4574508667s, input_fired_time: 0.5514213443, output_fired_time: 0.3892890215, propagate_forward_time: 25.5076198578, propagate_backward_time: 35.8334274292, weight_update_time: 0.0920511186, other_time: 2.1756896973
epoch time: 5.5570588112s, input_fired_time: 0.0636059567, output_fired_time: 0.0000000000, propagate_forward_time: 5.1006031036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928499222
validation[          , genome   476] predictions:    9289/  10000 (92.89%), best:    9367/10000 (93.67%), error:      2425.81396, best error:      2188.15381 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 62.6990356445s, input_fired_time: 0.5468549728, output_fired_time: 0.3811742067, propagate_forward_time: 24.7299900055, propagate_backward_time: 34.8982658386, weight_update_time: 0.0897137225, other_time: 2.1427497864
epoch time: 5.5525722504s, input_fired_time: 0.0636242479, output_fired_time: 0.0000000000, propagate_forward_time: 5.0956063271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933415413
validation[          , genome   476] predictions:    9359/  10000 (93.59%), best:    9359/10000 (93.59%), error:      2163.10571, best error:      2163.10571 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.6781082153s, input_fired_time: 0.5573689342, output_fired_time: 0.3938443661, propagate_forward_time: 25.5127258301, propagate_backward_time: 36.0241813660, weight_update_time: 0.0933290049, other_time: 2.1899909973
epoch time: 5.2660908699s, input_fired_time: 0.0759112015, output_fired_time: 0.0000000000, propagate_forward_time: 4.7950415611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951382637
validation[          , genome   476] predictions:    9344/  10000 (93.44%), best:    9359/10000 (93.59%), error:      2238.02100, best error:      2163.10571 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 63.5416297913s, input_fired_time: 0.5461606979, output_fired_time: 0.3839422464, propagate_forward_time: 25.0944271088, propagate_backward_time: 35.3561210632, weight_update_time: 0.0914007947, other_time: 2.1609764099
epoch time: 5.5541672707s, input_fired_time: 0.0640909970, output_fired_time: 0.0000000000, propagate_forward_time: 5.0962710381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938050270
validation[          , genome   476] predictions:    9361/  10000 (93.61%), best:    9361/10000 (93.61%), error:      2154.59229, best error:      2154.59229 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.5038757324s, input_fired_time: 0.5520805717, output_fired_time: 0.3907779455, propagate_forward_time: 25.4756183624, propagate_backward_time: 35.9076766968, weight_update_time: 0.0922109559, other_time: 2.1777191162
epoch time: 5.5543694496s, input_fired_time: 0.0639908537, output_fired_time: 0.0000000000, propagate_forward_time: 5.0931148529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972635269
validation[          , genome   476] predictions:    9322/  10000 (93.22%), best:    9361/10000 (93.61%), error:      2287.10376, best error:      2154.59229 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.0541992188s, input_fired_time: 0.5254235864, output_fired_time: 0.3599640131, propagate_forward_time: 23.3003082275, propagate_backward_time: 32.7884559631, weight_update_time: 0.0854301304, other_time: 2.0800476074
epoch time: 5.4862003326s, input_fired_time: 0.0621335655, output_fired_time: 0.0000000000, propagate_forward_time: 5.0380325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860340118
validation[          , genome   476] predictions:    9357/  10000 (93.57%), best:    9357/10000 (93.57%), error:      2112.54956, best error:      2112.54956 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 63.1941871643s, input_fired_time: 0.5427287221, output_fired_time: 0.3809635639, propagate_forward_time: 24.9202289581, propagate_backward_time: 35.1788635254, weight_update_time: 0.0905958712, other_time: 2.1714019775
epoch time: 5.3739657402s, input_fired_time: 0.0624171644, output_fired_time: 0.0000000000, propagate_forward_time: 4.9257612228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857874870
validation[          , genome   476] predictions:    9398/  10000 (93.98%), best:    9398/10000 (93.98%), error:      2078.03149, best error:      2078.03149 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.6403579712s, input_fired_time: 0.5529577732, output_fired_time: 0.3919735253, propagate_forward_time: 25.5265560150, propagate_backward_time: 35.9853172302, weight_update_time: 0.0933888257, other_time: 2.1835517883
epoch time: 5.5574889183s, input_fired_time: 0.0647124350, output_fired_time: 0.0000000000, propagate_forward_time: 5.0963835716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963928223
validation[          , genome   476] predictions:    9353/  10000 (93.53%), best:    9398/10000 (93.98%), error:      2177.35229, best error:      2078.03149 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.3087463379s, input_fired_time: 0.5539030433, output_fired_time: 0.3890718222, propagate_forward_time: 25.3863143921, propagate_backward_time: 35.8045730591, weight_update_time: 0.0915773809, other_time: 2.1748847961
epoch time: 5.5551495552s, input_fired_time: 0.0640692487, output_fired_time: 0.0000000000, propagate_forward_time: 5.0975699425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935103416
validation[          , genome   476] predictions:    9380/  10000 (93.80%), best:    9398/10000 (93.98%), error:      2088.97754, best error:      2078.03149 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.3824462891s, input_fired_time: 0.5535365939, output_fired_time: 0.3866882026, propagate_forward_time: 25.4077510834, propagate_backward_time: 35.8422088623, weight_update_time: 0.0924773067, other_time: 2.1922607422
epoch time: 5.5597109795s, input_fired_time: 0.0646691620, output_fired_time: 0.0000000000, propagate_forward_time: 5.0973815918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3976602554
validation[          , genome   476] predictions:    9366/  10000 (93.66%), best:    9398/10000 (93.98%), error:      2170.31665, best error:      2078.03149 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.1991729736s, input_fired_time: 0.5534605384, output_fired_time: 0.3906208277, propagate_forward_time: 25.3105487823, propagate_backward_time: 35.7673225403, weight_update_time: 0.0933953226, other_time: 2.1772193909
epoch time: 5.5569710732s, input_fired_time: 0.0643033832, output_fired_time: 0.0000000000, propagate_forward_time: 5.0998287201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928389549
validation[          , genome   476] predictions:    9381/  10000 (93.81%), best:    9398/10000 (93.98%), error:      2140.87134, best error:      2078.03149 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 63.5438423157s, input_fired_time: 0.5510029793, output_fired_time: 0.3863206506, propagate_forward_time: 25.0451221466, propagate_backward_time: 35.4062232971, weight_update_time: 0.0914382041, other_time: 2.1551704407
epoch time: 5.5521101952s, input_fired_time: 0.0647998676, output_fired_time: 0.0000000000, propagate_forward_time: 5.0979709625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893394470
validation[          , genome   476] predictions:    9380/  10000 (93.80%), best:    9398/10000 (93.98%), error:      2125.82861, best error:      2078.03149 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 62.5983314514s, input_fired_time: 0.5450708270, output_fired_time: 0.3813666105, propagate_forward_time: 24.6678657532, propagate_backward_time: 34.8669815063, weight_update_time: 0.0898602977, other_time: 2.1370468140
epoch time: 5.4066476822s, input_fired_time: 0.0635384917, output_fired_time: 0.0000000000, propagate_forward_time: 4.9580969810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850121498
validation[          , genome   476] predictions:    9393/  10000 (93.93%), best:    9398/10000 (93.98%), error:      2171.86108, best error:      2078.03149 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 62.9636993408s, input_fired_time: 0.5485911369, output_fired_time: 0.3805519044, propagate_forward_time: 24.8417587280, propagate_backward_time: 35.0486106873, weight_update_time: 0.0903544575, other_time: 2.1441879272
epoch time: 5.5541214943s, input_fired_time: 0.0643459782, output_fired_time: 0.0000000000, propagate_forward_time: 5.1008634567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889122009
validation[          , genome   476] predictions:    9346/  10000 (93.46%), best:    9398/10000 (93.98%), error:      2254.57837, best error:      2078.03149 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.2228317261s, input_fired_time: 0.5488104224, output_fired_time: 0.3795317411, propagate_forward_time: 25.4525413513, propagate_backward_time: 35.6766128540, weight_update_time: 0.0918535590, other_time: 2.1653366089
epoch time: 5.5507397652s, input_fired_time: 0.0635610223, output_fired_time: 0.0000000000, propagate_forward_time: 5.0941753387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3930034637
validation[          , genome   476] predictions:    9375/  10000 (93.75%), best:    9398/10000 (93.98%), error:      2135.23071, best error:      2078.03149 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 64.5075912476s, input_fired_time: 0.5546767116, output_fired_time: 0.3900625706, propagate_forward_time: 25.4677257538, propagate_backward_time: 35.9016494751, weight_update_time: 0.0923860371, other_time: 2.1934738159
epoch time: 5.5459675789s, input_fired_time: 0.0646660104, output_fired_time: 0.0000000000, propagate_forward_time: 5.0903472900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909544945
validation[          , genome   476] predictions:    9347/  10000 (93.47%), best:    9398/10000 (93.98%), error:      2186.40845, best error:      2078.03149 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.0865249634s, input_fired_time: 0.5582716465, output_fired_time: 0.3892416358, propagate_forward_time: 25.3206844330, propagate_backward_time: 35.6448364258, weight_update_time: 0.0926052481, other_time: 2.1734924316
epoch time: 5.5581402779s, input_fired_time: 0.0650342628, output_fired_time: 0.0000000000, propagate_forward_time: 5.0961284637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969774246
validation[          , genome   476] predictions:    9391/  10000 (93.91%), best:    9391/10000 (93.91%), error:      2069.81738, best error:      2069.81738 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 61.2196273804s, input_fired_time: 0.5421724916, output_fired_time: 0.3726318479, propagate_forward_time: 24.1640205383, propagate_backward_time: 34.0111465454, weight_update_time: 0.0893614516, other_time: 2.1296577454
epoch time: 5.4094004631s, input_fired_time: 0.0638979748, output_fired_time: 0.0000000000, propagate_forward_time: 4.9575891495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879132271
validation[          , genome   476] predictions:    9351/  10000 (93.51%), best:    9391/10000 (93.91%), error:      2191.31372, best error:      2069.81738 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 62.5691757202s, input_fired_time: 0.5482715964, output_fired_time: 0.3811103702, propagate_forward_time: 24.7488555908, propagate_backward_time: 34.7592315674, weight_update_time: 0.0897128880, other_time: 2.1317062378
epoch time: 5.5152812004s, input_fired_time: 0.0656698197, output_fired_time: 0.0000000000, propagate_forward_time: 5.0640630722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855481148
validation[          , genome   476] predictions:    9389/  10000 (93.89%), best:    9391/10000 (93.91%), error:      2119.91650, best error:      2069.81738 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.3965301514s, input_fired_time: 0.5556845069, output_fired_time: 0.3890835643, propagate_forward_time: 25.4549903870, propagate_backward_time: 35.8391380310, weight_update_time: 0.0918104947, other_time: 2.1576347351
epoch time: 5.5662302971s, input_fired_time: 0.0656391978, output_fired_time: 0.0000000000, propagate_forward_time: 5.1043386459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962526321
validation[          , genome   476] predictions:    9385/  10000 (93.85%), best:    9391/10000 (93.91%), error:      2084.70410, best error:      2069.81738 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 64.4017181396s, input_fired_time: 0.5546830893, output_fired_time: 0.3896120191, propagate_forward_time: 25.4732112885, propagate_backward_time: 35.8318595886, weight_update_time: 0.0916926935, other_time: 2.1523551941
epoch time: 5.5717749596s, input_fired_time: 0.0649321824, output_fired_time: 0.0000000000, propagate_forward_time: 5.1115822792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952603340
validation[          , genome   476] predictions:    9382/  10000 (93.82%), best:    9391/10000 (93.91%), error:      2095.82739, best error:      2069.81738 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 61.6746826172s, input_fired_time: 0.5476779938, output_fired_time: 0.3752019405, propagate_forward_time: 24.3406486511, propagate_backward_time: 34.2762413025, weight_update_time: 0.0891085342, other_time: 2.1349143982
epoch time: 5.5581383705s, input_fired_time: 0.0645395368, output_fired_time: 0.0000000000, propagate_forward_time: 5.1003365517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932623863
validation[          , genome   476] predictions:    9374/  10000 (93.74%), best:    9391/10000 (93.91%), error:      2094.91772, best error:      2069.81738 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 61.8620567322s, input_fired_time: 0.5459182858, output_fired_time: 0.3784745038, propagate_forward_time: 24.3812694550, propagate_backward_time: 34.4182853699, weight_update_time: 0.0897707492, other_time: 2.1381111145
epoch time: 5.5641150475s, input_fired_time: 0.0653397739, output_fired_time: 0.0000000000, propagate_forward_time: 5.1060471535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927283287
validation[          , genome   476] predictions:    9372/  10000 (93.72%), best:    9391/10000 (93.91%), error:      2181.05029, best error:      2069.81738 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.5228500366s, input_fired_time: 0.5597462058, output_fired_time: 0.3910525143, propagate_forward_time: 25.4599590302, propagate_backward_time: 35.9329223633, weight_update_time: 0.0930935740, other_time: 2.1791687012
epoch time: 5.5588097572s, input_fired_time: 0.0654163808, output_fired_time: 0.0000000000, propagate_forward_time: 5.1015582085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918352127
validation[          , genome   476] predictions:    9380/  10000 (93.80%), best:    9391/10000 (93.91%), error:      2075.68042, best error:      2069.81738 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 63.2440452576s, input_fired_time: 0.5615795851, output_fired_time: 0.3836287260, propagate_forward_time: 24.9455451965, propagate_backward_time: 35.2071304321, weight_update_time: 0.0904538631, other_time: 2.1461601257
epoch time: 5.4891657829s, input_fired_time: 0.0637900978, output_fired_time: 0.0000000000, propagate_forward_time: 5.0371642113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882112503
validation[          , genome   476] predictions:    9301/  10000 (93.01%), best:    9391/10000 (93.91%), error:      2383.78491, best error:      2069.81738 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.4942779541s, input_fired_time: 0.5581401587, output_fired_time: 0.3889716864, propagate_forward_time: 25.4909915924, propagate_backward_time: 35.8913993835, weight_update_time: 0.0921661183, other_time: 2.1647758484
epoch time: 5.5618443489s, input_fired_time: 0.0654685795, output_fired_time: 0.0000000000, propagate_forward_time: 5.1057934761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905820847
validation[          , genome   476] predictions:    9394/  10000 (93.94%), best:    9394/10000 (93.94%), error:      2060.09717, best error:      2060.09717 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.5842285156s, input_fired_time: 0.5628656149, output_fired_time: 0.3923265040, propagate_forward_time: 25.5232753754, propagate_backward_time: 35.9221572876, weight_update_time: 0.0927915722, other_time: 2.1836013794
epoch time: 5.5644893646s, input_fired_time: 0.0665932745, output_fired_time: 0.0000000000, propagate_forward_time: 5.1020393372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958568573
validation[          , genome   476] predictions:    9392/  10000 (93.92%), best:    9394/10000 (93.94%), error:      2109.18457, best error:      2060.09717 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.3417282104s, input_fired_time: 0.5586640239, output_fired_time: 0.3835513294, propagate_forward_time: 25.5155200958, propagate_backward_time: 35.7274360657, weight_update_time: 0.0918075517, other_time: 2.1565589905
epoch time: 5.5575633049s, input_fired_time: 0.0646962598, output_fired_time: 0.0000000000, propagate_forward_time: 5.1004357338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924312592
validation[          , genome   476] predictions:    9398/  10000 (93.98%), best:    9394/10000 (93.94%), error:      2110.63159, best error:      2060.09717 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.5631332397s, input_fired_time: 0.5590918064, output_fired_time: 0.3861098886, propagate_forward_time: 25.1110324860, propagate_backward_time: 35.3430213928, weight_update_time: 0.0916675106, other_time: 2.1638755798
epoch time: 5.5538973808s, input_fired_time: 0.0660405830, output_fired_time: 0.0000000000, propagate_forward_time: 5.0981903076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896665573
validation[          , genome   476] predictions:    9380/  10000 (93.80%), best:    9394/10000 (93.94%), error:      2108.72437, best error:      2060.09717 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.6283645630s, input_fired_time: 0.5612162948, output_fired_time: 0.3911341429, propagate_forward_time: 25.5139160156, propagate_backward_time: 35.9944000244, weight_update_time: 0.0927805677, other_time: 2.1676979065
epoch time: 5.5627384186s, input_fired_time: 0.0649965033, output_fired_time: 0.0000000000, propagate_forward_time: 5.1077051163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900365829
validation[          , genome   476] predictions:    9348/  10000 (93.48%), best:    9394/10000 (93.94%), error:      2297.88940, best error:      2060.09717 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.6102561951s, input_fired_time: 0.5557551980, output_fired_time: 0.3858898580, propagate_forward_time: 25.1038036346, propagate_backward_time: 35.3912048340, weight_update_time: 0.0916554108, other_time: 2.1735992432
epoch time: 5.5520515442s, input_fired_time: 0.0653367192, output_fired_time: 0.0000000000, propagate_forward_time: 5.0980110168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887038231
validation[          , genome   476] predictions:    9400/  10000 (94.00%), best:    9400/10000 (94.00%), error:      2036.22791, best error:      2036.22791 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.1861381531s, input_fired_time: 0.5521208048, output_fired_time: 0.3849147856, propagate_forward_time: 24.9630813599, propagate_backward_time: 35.1434288025, weight_update_time: 0.0909439549, other_time: 2.1425933838
epoch time: 5.5969347954s, input_fired_time: 0.0644937232, output_fired_time: 0.0000000000, propagate_forward_time: 5.1399855614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924555779
validation[          , genome   476] predictions:    9373/  10000 (93.73%), best:    9400/10000 (94.00%), error:      2109.69287, best error:      2036.22791 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 64.6349792480s, input_fired_time: 0.5607381463, output_fired_time: 0.3912425637, propagate_forward_time: 25.5360527039, propagate_backward_time: 36.0411529541, weight_update_time: 0.0919128805, other_time: 2.1057929993
epoch time: 5.5579547882s, input_fired_time: 0.0653960258, output_fired_time: 0.0000000000, propagate_forward_time: 5.1070675850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854913712
validation[          , genome   476] predictions:    9404/  10000 (94.04%), best:    9400/10000 (94.00%), error:      2045.76514, best error:      2036.22791 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 61.5465354919s, input_fired_time: 0.5462943316, output_fired_time: 0.3747346699, propagate_forward_time: 24.2759208679, propagate_backward_time: 34.2686538696, weight_update_time: 0.0892999321, other_time: 2.0809326172
epoch time: 5.4510407448s, input_fired_time: 0.0649738088, output_fired_time: 0.0000000000, propagate_forward_time: 5.0035986900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824682236
validation[          , genome   476] predictions:    9404/  10000 (94.04%), best:    9400/10000 (94.00%), error:      2039.55310, best error:      2036.22791 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.0422134399s, input_fired_time: 0.5615620613, output_fired_time: 0.3885800242, propagate_forward_time: 25.3185443878, propagate_backward_time: 35.6405754089, weight_update_time: 0.0923796967, other_time: 2.1329536438
epoch time: 5.5394544601s, input_fired_time: 0.0652968511, output_fired_time: 0.0000000000, propagate_forward_time: 5.0903635025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3837943077
validation[          , genome   476] predictions:    9395/  10000 (93.95%), best:    9400/10000 (94.00%), error:      2039.26111, best error:      2036.22791 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.2870483398s, input_fired_time: 0.5585688949, output_fired_time: 0.3840915859, propagate_forward_time: 25.4699440002, propagate_backward_time: 35.7530059814, weight_update_time: 0.0919147059, other_time: 2.1214408875
epoch time: 5.5465970039s, input_fired_time: 0.0654241517, output_fired_time: 0.0000000000, propagate_forward_time: 5.0963001251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848729134
validation[          , genome   476] predictions:    9389/  10000 (93.89%), best:    9400/10000 (94.00%), error:      2160.19043, best error:      2036.22791 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 60.7022552490s, input_fired_time: 0.5443376899, output_fired_time: 0.3690667748, propagate_forward_time: 24.0033588409, propagate_backward_time: 33.7207794189, weight_update_time: 0.0880793557, other_time: 2.0647125244
epoch time: 5.2403407097s, input_fired_time: 0.0640443191, output_fired_time: 0.0000000000, propagate_forward_time: 4.8024992943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737969398
validation[          , genome   476] predictions:    9409/  10000 (94.09%), best:    9400/10000 (94.00%), error:      2057.89014, best error:      2036.22791 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 63.5103607178s, input_fired_time: 0.5582935214, output_fired_time: 0.3934137821, propagate_forward_time: 25.0950927734, propagate_backward_time: 35.3504180908, weight_update_time: 0.0913984701, other_time: 2.1131439209
epoch time: 5.5470585823s, input_fired_time: 0.0661848336, output_fired_time: 0.0000000000, propagate_forward_time: 5.0951313972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857421875
validation[          , genome   476] predictions:    9392/  10000 (93.92%), best:    9400/10000 (94.00%), error:      2067.84277, best error:      2036.22791 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 64.4884872437s, input_fired_time: 0.5645239353, output_fired_time: 0.3896638751, propagate_forward_time: 25.4989070892, propagate_backward_time: 35.9103546143, weight_update_time: 0.0922764540, other_time: 2.1250381470
epoch time: 5.5552077293s, input_fired_time: 0.0668542460, output_fired_time: 0.0000000000, propagate_forward_time: 5.1018815041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864717484
validation[          , genome   476] predictions:    9384/  10000 (93.84%), best:    9400/10000 (94.00%), error:      2136.93286, best error:      2036.22791 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.9923019409s, input_fired_time: 0.5609804988, output_fired_time: 0.3852005005, propagate_forward_time: 25.3379859924, propagate_backward_time: 35.5802154541, weight_update_time: 0.0917159170, other_time: 2.1279182434
epoch time: 5.5382199287s, input_fired_time: 0.0660296157, output_fired_time: 0.0000000000, propagate_forward_time: 5.0920009613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801894188
validation[          , genome   476] predictions:    9409/  10000 (94.09%), best:    9400/10000 (94.00%), error:      2043.51636, best error:      2036.22791 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.7361602783s, input_fired_time: 0.5608322024, output_fired_time: 0.3864518702, propagate_forward_time: 25.2084369659, propagate_backward_time: 35.4605789185, weight_update_time: 0.0914509743, other_time: 2.1198577881
epoch time: 5.5640110970s, input_fired_time: 0.0663170442, output_fired_time: 0.0000000000, propagate_forward_time: 5.1045417786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931522369
validation[          , genome   476] predictions:    9400/  10000 (94.00%), best:    9400/10000 (94.00%), error:      2050.52026, best error:      2036.22791 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 63.4968414307s, input_fired_time: 0.5605521798, output_fired_time: 0.3862026930, propagate_forward_time: 25.1483325958, propagate_backward_time: 35.2908058167, weight_update_time: 0.0911308676, other_time: 2.1109504700
epoch time: 5.2301821709s, input_fired_time: 0.0639451072, output_fired_time: 0.0000000000, propagate_forward_time: 4.7820668221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841700554
validation[          , genome   476] predictions:    9355/  10000 (93.55%), best:    9400/10000 (94.00%), error:      2131.19116, best error:      2036.22791 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.3212585449s, input_fired_time: 0.5600224733, output_fired_time: 0.3870947957, propagate_forward_time: 25.4459285736, propagate_backward_time: 35.8076019287, weight_update_time: 0.0921358019, other_time: 2.1206054688
epoch time: 5.5504283905s, input_fired_time: 0.0664171129, output_fired_time: 0.0000000000, propagate_forward_time: 5.1000576019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839535713
validation[          , genome   476] predictions:    9392/  10000 (93.92%), best:    9400/10000 (94.00%), error:      2070.38574, best error:      2036.22791 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.3644027710s, input_fired_time: 0.5657944083, output_fired_time: 0.3895920515, propagate_forward_time: 25.4336585999, propagate_backward_time: 35.8555183411, weight_update_time: 0.0921345651, other_time: 2.1198387146
epoch time: 5.5573720932s, input_fired_time: 0.0674827248, output_fired_time: 0.0000000000, propagate_forward_time: 5.1034126282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864765167
validation[          , genome   476] predictions:    9404/  10000 (94.04%), best:    9404/10000 (94.04%), error:      2032.85876, best error:      2032.85876 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 64.3784713745s, input_fired_time: 0.5676468015, output_fired_time: 0.3900435567, propagate_forward_time: 25.4369201660, propagate_backward_time: 35.8490486145, weight_update_time: 0.0924412981, other_time: 2.1348114014
epoch time: 5.5493288040s, input_fired_time: 0.0656792521, output_fired_time: 0.0000000000, propagate_forward_time: 5.0998201370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838295937
validation[          , genome   476] predictions:    9411/  10000 (94.11%), best:    9411/10000 (94.11%), error:      2015.98120, best error:      2015.98120 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 59.1657791138s, input_fired_time: 0.5389507413, output_fired_time: 0.3619645238, propagate_forward_time: 23.3586463928, propagate_backward_time: 32.8574409485, weight_update_time: 0.0860880837, other_time: 2.0487747192
epoch time: 5.5553107262s, input_fired_time: 0.0676186159, output_fired_time: 0.0000000000, propagate_forward_time: 5.0992221832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884696960
validation[          , genome   476] predictions:    9402/  10000 (94.02%), best:    9411/10000 (94.11%), error:      2030.51709, best error:      2015.98120 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.4359207153s, input_fired_time: 0.5588479042, output_fired_time: 0.3784012198, propagate_forward_time: 24.6561622620, propagate_backward_time: 34.7249794006, weight_update_time: 0.0918667912, other_time: 2.1175270081
epoch time: 5.4130296707s, input_fired_time: 0.0671709627, output_fired_time: 0.0000000000, propagate_forward_time: 4.9663023949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795561790
validation[          , genome   476] predictions:    9405/  10000 (94.05%), best:    9405/10000 (94.05%), error:      2007.75049, best error:      2007.75049 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 61.4083328247s, input_fired_time: 0.5504584908, output_fired_time: 0.3759809136, propagate_forward_time: 24.2618885040, propagate_backward_time: 34.1410636902, weight_update_time: 0.0886755586, other_time: 2.0789451599
epoch time: 5.5585074425s, input_fired_time: 0.0661752000, output_fired_time: 0.0000000000, propagate_forward_time: 5.1065173149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858151436
validation[          , genome   476] predictions:    9419/  10000 (94.19%), best:    9419/10000 (94.19%), error:      2002.60828, best error:      2002.60828 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 63.8806953430s, input_fired_time: 0.5675847530, output_fired_time: 0.3895649612, propagate_forward_time: 25.1972541809, propagate_backward_time: 35.5953292847, weight_update_time: 0.0920232609, other_time: 2.1309623718
epoch time: 5.4235267639s, input_fired_time: 0.0672185197, output_fired_time: 0.0000000000, propagate_forward_time: 4.9713668823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849415779
validation[          , genome   476] predictions:    9414/  10000 (94.14%), best:    9419/10000 (94.19%), error:      2029.33142, best error:      2002.60828 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 63.9410514832s, input_fired_time: 0.5647929311, output_fired_time: 0.3856297731, propagate_forward_time: 25.2988071442, propagate_backward_time: 35.5864105225, weight_update_time: 0.0913196504, other_time: 2.1054077148
epoch time: 5.5499906540s, input_fired_time: 0.0669861883, output_fired_time: 0.0000000000, propagate_forward_time: 5.1042437553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787608147
validation[          , genome   476] predictions:    9391/  10000 (93.91%), best:    9419/10000 (94.19%), error:      2061.52588, best error:      2002.60828 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.2311325073s, input_fired_time: 0.5642632246, output_fired_time: 0.3883204460, propagate_forward_time: 25.4291801453, propagate_backward_time: 35.7305412292, weight_update_time: 0.0920000300, other_time: 2.1188278198
epoch time: 5.5604138374s, input_fired_time: 0.0659282207, output_fired_time: 0.0000000000, propagate_forward_time: 5.1086883545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857975006
validation[          , genome   476] predictions:    9392/  10000 (93.92%), best:    9419/10000 (94.19%), error:      2100.28149, best error:      2002.60828 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 62.6495704651s, input_fired_time: 0.5559648275, output_fired_time: 0.3741529584, propagate_forward_time: 24.8149642944, propagate_backward_time: 34.8316917419, weight_update_time: 0.0896073952, other_time: 2.0727958679
epoch time: 5.5435967445s, input_fired_time: 0.0672789142, output_fired_time: 0.0000000000, propagate_forward_time: 5.0975561142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3787617683
validation[          , genome   476] predictions:    9420/  10000 (94.20%), best:    9419/10000 (94.19%), error:      2004.66272, best error:      2002.60828 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 64.5708389282s, input_fired_time: 0.5713785291, output_fired_time: 0.3876484036, propagate_forward_time: 25.6166725159, propagate_backward_time: 35.8507614136, weight_update_time: 0.0932271481, other_time: 2.1443786621
epoch time: 5.5608272552s, input_fired_time: 0.0679058358, output_fired_time: 0.0000000000, propagate_forward_time: 5.1063809395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865404129
validation[          , genome   476] predictions:    9425/  10000 (94.25%), best:    9425/10000 (94.25%), error:      1996.96838, best error:      1996.96838 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.2704162598s, input_fired_time: 0.5709981918, output_fired_time: 0.3915901780, propagate_forward_time: 25.4022216797, propagate_backward_time: 35.7715911865, weight_update_time: 0.0925782546, other_time: 2.1340141296
epoch time: 5.5605626106s, input_fired_time: 0.0677212551, output_fired_time: 0.0000000000, propagate_forward_time: 5.1018404961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910007477
validation[          , genome   476] predictions:    9405/  10000 (94.05%), best:    9425/10000 (94.25%), error:      2027.05042, best error:      1996.96838 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.4134521484s, input_fired_time: 0.5694498420, output_fired_time: 0.3915702105, propagate_forward_time: 25.4061241150, propagate_backward_time: 35.9172019958, weight_update_time: 0.0930206999, other_time: 2.1291046143
epoch time: 5.2859172821s, input_fired_time: 0.0649191961, output_fired_time: 0.0000000000, propagate_forward_time: 4.8439722061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770260811
validation[          , genome   476] predictions:    9421/  10000 (94.21%), best:    9425/10000 (94.25%), error:      2006.18982, best error:      1996.96838 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.1232376099s, input_fired_time: 0.5669824481, output_fired_time: 0.3848338127, propagate_forward_time: 25.3373584747, propagate_backward_time: 35.7026748657, weight_update_time: 0.0931684375, other_time: 2.1313858032
epoch time: 5.5703959465s, input_fired_time: 0.0694988593, output_fired_time: 0.0000000000, propagate_forward_time: 5.1095428467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913540840
validation[          , genome   476] predictions:    9366/  10000 (93.66%), best:    9425/10000 (94.25%), error:      2160.36816, best error:      1996.96838 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.7436904907s, input_fired_time: 0.5759475231, output_fired_time: 0.3945150375, propagate_forward_time: 25.5472297668, propagate_backward_time: 36.0660362244, weight_update_time: 0.0945124105, other_time: 2.1599578857
epoch time: 5.2966389656s, input_fired_time: 0.0676147938, output_fired_time: 0.0000000000, propagate_forward_time: 4.8541603088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748636246
validation[          , genome   476] predictions:    9413/  10000 (94.13%), best:    9425/10000 (94.25%), error:      2020.95251, best error:      1996.96838 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 61.9049034119s, input_fired_time: 0.5609200597, output_fired_time: 0.3768241405, propagate_forward_time: 24.4425334930, propagate_backward_time: 34.4426918030, weight_update_time: 0.0897552297, other_time: 2.0819358826
epoch time: 5.5517354012s, input_fired_time: 0.0675145239, output_fired_time: 0.0000000000, propagate_forward_time: 5.0986442566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855767250
validation[          , genome   476] predictions:    9390/  10000 (93.90%), best:    9425/10000 (94.25%), error:      2069.41431, best error:      1996.96838 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 63.4880256653s, input_fired_time: 0.5636926889, output_fired_time: 0.3839885592, propagate_forward_time: 25.1230678558, propagate_backward_time: 35.3247566223, weight_update_time: 0.0914335549, other_time: 2.0925178528
epoch time: 5.5515136719s, input_fired_time: 0.0680724159, output_fired_time: 0.0000000000, propagate_forward_time: 5.0994248390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840165138
validation[          , genome   476] predictions:    9399/  10000 (93.99%), best:    9425/10000 (94.25%), error:      2011.56348, best error:      1996.96838 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.3903961182s, input_fired_time: 0.5721690655, output_fired_time: 0.3909995258, propagate_forward_time: 25.4295787811, propagate_backward_time: 35.8606452942, weight_update_time: 0.0933260620, other_time: 2.1370048523
epoch time: 5.0688505173s, input_fired_time: 0.0637115017, output_fired_time: 0.0000000000, propagate_forward_time: 4.6273865700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777523041
validation[          , genome   476] predictions:    9416/  10000 (94.16%), best:    9425/10000 (94.25%), error:      2015.55811, best error:      1996.96838 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.1856994629s, input_fired_time: 0.5712180138, output_fired_time: 0.3898892999, propagate_forward_time: 25.3677806854, propagate_backward_time: 35.7351379395, weight_update_time: 0.0922941938, other_time: 2.1216735840
epoch time: 4.4088053703s, input_fired_time: 0.0581723787, output_fired_time: 0.0000000000, propagate_forward_time: 4.0125446320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380885124
validation[          , genome   476] predictions:    9385/  10000 (93.85%), best:    9425/10000 (94.25%), error:      2109.10303, best error:      1996.96838 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 64.5224685669s, input_fired_time: 0.5711185336, output_fired_time: 0.3904782534, propagate_forward_time: 25.4692573547, propagate_backward_time: 35.9695281982, weight_update_time: 0.0932960585, other_time: 2.1220855713
epoch time: 5.5462450981s, input_fired_time: 0.0677032173, output_fired_time: 0.0000000000, propagate_forward_time: 5.0931367874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854050636
validation[          , genome   476] predictions:    9382/  10000 (93.82%), best:    9425/10000 (94.25%), error:      2112.56714, best error:      1996.96838 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.5600738525s, input_fired_time: 0.5732463002, output_fired_time: 0.3911122084, propagate_forward_time: 25.4625225067, propagate_backward_time: 36.0125617981, weight_update_time: 0.0927696526, other_time: 2.1206321716
epoch time: 5.5492343903s, input_fired_time: 0.0672717094, output_fired_time: 0.0000000000, propagate_forward_time: 5.0929951668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889675140
validation[          , genome   476] predictions:    9415/  10000 (94.15%), best:    9425/10000 (94.25%), error:      2052.21753, best error:      1996.96838 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 63.9080848694s, input_fired_time: 0.5735922456, output_fired_time: 0.3899226785, propagate_forward_time: 25.2543354034, propagate_backward_time: 35.5713081360, weight_update_time: 0.0920254290, other_time: 2.1189231873
epoch time: 5.5400137901s, input_fired_time: 0.0678016692, output_fired_time: 0.0000000000, propagate_forward_time: 5.0893650055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3828473091
validation[          , genome   476] predictions:    9379/  10000 (93.79%), best:    9425/10000 (94.25%), error:      2075.14404, best error:      1996.96838 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.2895431519s, input_fired_time: 0.5720872283, output_fired_time: 0.3876082897, propagate_forward_time: 25.3906307220, propagate_backward_time: 35.8119201660, weight_update_time: 0.0930850804, other_time: 2.1272964478
epoch time: 5.5460987091s, input_fired_time: 0.0679755211, output_fired_time: 0.0000000000, propagate_forward_time: 5.0982475281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798756599
validation[          , genome   476] predictions:    9406/  10000 (94.06%), best:    9425/10000 (94.25%), error:      2015.53394, best error:      1996.96838 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 63.1515007019s, input_fired_time: 0.5700986385, output_fired_time: 0.3831203580, propagate_forward_time: 24.9743614197, propagate_backward_time: 35.1230773926, weight_update_time: 0.0914394483, other_time: 2.1008415222
epoch time: 5.5544524193s, input_fired_time: 0.0695809722, output_fired_time: 0.0000000000, propagate_forward_time: 5.0968189240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880524635
validation[          , genome   476] predictions:    9380/  10000 (93.80%), best:    9425/10000 (94.25%), error:      2069.65723, best error:      1996.96838 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.5624008179s, input_fired_time: 0.5763261914, output_fired_time: 0.3947746754, propagate_forward_time: 25.4920959473, propagate_backward_time: 35.9644355774, weight_update_time: 0.0933411419, other_time: 2.1347694397
epoch time: 5.5521249771s, input_fired_time: 0.0680665746, output_fired_time: 0.0000000000, propagate_forward_time: 5.0974831581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3865752220
validation[          , genome   476] predictions:    9378/  10000 (93.78%), best:    9425/10000 (94.25%), error:      2152.03979, best error:      1996.96838 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.5150909424s, input_fired_time: 0.5747169256, output_fired_time: 0.3926733434, propagate_forward_time: 25.4842853546, propagate_backward_time: 35.9392395020, weight_update_time: 0.0932129994, other_time: 2.1241760254
epoch time: 4.4165678024s, input_fired_time: 0.0596188791, output_fired_time: 0.0000000000, propagate_forward_time: 4.0202102661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367385864
validation[          , genome   476] predictions:    9427/  10000 (94.27%), best:    9425/10000 (94.25%), error:      2005.77087, best error:      1996.96838 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 61.6685791016s, input_fired_time: 0.5595915914, output_fired_time: 0.3768323064, propagate_forward_time: 24.3386459351, propagate_backward_time: 34.3118743896, weight_update_time: 0.0893912539, other_time: 2.0816345215
epoch time: 5.5403947830s, input_fired_time: 0.0689523071, output_fired_time: 0.0000000000, propagate_forward_time: 5.0874481201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839945793
validation[          , genome   476] predictions:    9417/  10000 (94.17%), best:    9417/10000 (94.17%), error:      1996.38916, best error:      1996.38916 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 63.8696632385s, input_fired_time: 0.5730102658, output_fired_time: 0.3864930272, propagate_forward_time: 25.2124443054, propagate_backward_time: 35.5818748474, weight_update_time: 0.0920613110, other_time: 2.1158409119
epoch time: 5.5429139137s, input_fired_time: 0.0675026551, output_fired_time: 0.0000000000, propagate_forward_time: 5.0944504738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809609413
validation[          , genome   476] predictions:    9406/  10000 (94.06%), best:    9417/10000 (94.17%), error:      2034.20312, best error:      1996.38916 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.5232467651s, input_fired_time: 0.5774005651, output_fired_time: 0.3910650015, propagate_forward_time: 25.4671974182, propagate_backward_time: 35.9575996399, weight_update_time: 0.0931648463, other_time: 2.1299858093
epoch time: 5.5483431816s, input_fired_time: 0.0690321699, output_fired_time: 0.0000000000, propagate_forward_time: 5.0954985619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838124275
validation[          , genome   476] predictions:    9410/  10000 (94.10%), best:    9417/10000 (94.17%), error:      2005.86389, best error:      1996.38916 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.2291030884s, input_fired_time: 0.5760481954, output_fired_time: 0.3893396556, propagate_forward_time: 25.3566684723, propagate_backward_time: 35.7880096436, weight_update_time: 0.0926302448, other_time: 2.1190338135
epoch time: 5.5466532707s, input_fired_time: 0.0697705522, output_fired_time: 0.0000000000, propagate_forward_time: 5.0960745811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808083534
validation[          , genome   476] predictions:    9419/  10000 (94.19%), best:    9417/10000 (94.17%), error:      2011.73364, best error:      1996.38916 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 55.6385002136s, input_fired_time: 0.5311768055, output_fired_time: 0.3407144547, propagate_forward_time: 21.9327602386, propagate_backward_time: 30.8648090363, weight_update_time: 0.0819854438, other_time: 1.9690380096
epoch time: 5.5529804230s, input_fired_time: 0.0689235926, output_fired_time: 0.0000000000, propagate_forward_time: 5.0972418785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868150711
validation[          , genome   476] predictions:    9404/  10000 (94.04%), best:    9417/10000 (94.17%), error:      2047.42249, best error:      1996.38916 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 62.6384696960s, input_fired_time: 0.5645282269, output_fired_time: 0.3741973341, propagate_forward_time: 24.8115158081, propagate_backward_time: 34.8033332825, weight_update_time: 0.0900914818, other_time: 2.0848922729
epoch time: 5.5544624329s, input_fired_time: 0.0688850880, output_fired_time: 0.0000000000, propagate_forward_time: 5.1001720428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854055405
validation[          , genome   476] predictions:    9429/  10000 (94.29%), best:    9429/10000 (94.29%), error:      1983.39575, best error:      1983.39575 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.7501411438s, input_fired_time: 0.5631892085, output_fired_time: 0.3760768175, propagate_forward_time: 24.3712539673, propagate_backward_time: 34.3548851013, weight_update_time: 0.0905753970, other_time: 2.0847358704
epoch time: 5.5073690414s, input_fired_time: 0.0696854293, output_fired_time: 0.0000000000, propagate_forward_time: 5.0559830666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817005157
validation[          , genome   476] predictions:    9416/  10000 (94.16%), best:    9429/10000 (94.29%), error:      2024.95007, best error:      1983.39575 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 63.3216667175s, input_fired_time: 0.5747204423, output_fired_time: 0.3845316768, propagate_forward_time: 25.0023517609, propagate_backward_time: 35.2546653748, weight_update_time: 0.0920182839, other_time: 2.1053962708
epoch time: 4.8682675362s, input_fired_time: 0.0609845258, output_fired_time: 0.0000000000, propagate_forward_time: 4.4515261650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557567596
validation[          , genome   476] predictions:    9403/  10000 (94.03%), best:    9429/10000 (94.29%), error:      2029.27893, best error:      1983.39575 on epoch:    98, 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: 24.3340282440s, input_fired_time: 0.3213945627, output_fired_time: 0.0000000000, propagate_forward_time: 22.1871871948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8254470825
best training[          , genome   476] predictions:   47868/  50000 (95.74%), best:    9429/10000 (94.29%), error:      7867.68311, best error:      1983.39575 on epoch:    98, 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: 5.5527524948s, input_fired_time: 0.0689818338, output_fired_time: 0.0000000000, propagate_forward_time: 5.0982913971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854794502
   testing[          , genome   476] predictions:    9481/  10000 (94.81%), best:    9429/10000 (94.29%), error:      1840.18323, best error:      1983.39575 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:10:47 (71329): called boinc_finish(0)

</stderr_txt>
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