Nameexact_genome_1512568488_44_1003_1
Workunit2576371
Created6 Dec 2017, 17:48:17 UTC
Sent6 Dec 2017, 17:53:14 UTC
Report deadline9 Dec 2017, 16:52:36 UTC
Received6 Dec 2017, 19:31:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 37 min 54 sec
CPU time1 hours 37 min 50 sec
Validate stateValid
Credit739.48
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.29 MB
Peak swap size151.81 MB
Peak disk usage1.42 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0568852276, output_fired_time: 0.0000000000, propagate_forward_time: 4.1092696190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689684868
validation[          , genome  1003] predictions:    9393/  10000 (93.93%), best:    9393/10000 (93.93%), error:      2061.95923, best error:      2061.95923 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.3074722290s, input_fired_time: 0.4471449554, output_fired_time: 0.4080547690, propagate_forward_time: 20.5990276337, propagate_backward_time: 29.8087844849, weight_update_time: 0.1051244214, other_time: 2.0444622040
epoch time: 4.5210313797s, input_fired_time: 0.0559245050, output_fired_time: 0.0000000000, propagate_forward_time: 4.0976691246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674378395
validation[          , genome  1003] predictions:    9404/  10000 (94.04%), best:    9393/10000 (93.93%), error:      2070.05444, best error:      2061.95923 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.0486831665s, input_fired_time: 0.4434467554, output_fired_time: 0.4108691514, propagate_forward_time: 20.5031127930, propagate_backward_time: 29.7153110504, weight_update_time: 0.1037204042, other_time: 1.9759426117
epoch time: 4.5038800240s, input_fired_time: 0.0553790778, output_fired_time: 0.0000000000, propagate_forward_time: 4.0884833336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600177765
validation[          , genome  1003] predictions:    9409/  10000 (94.09%), best:    9409/10000 (94.09%), error:      2034.17432, best error:      2034.17432 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.0891151428s, input_fired_time: 0.4394985139, output_fired_time: 0.4033618867, propagate_forward_time: 20.5780944824, propagate_backward_time: 29.6987590790, weight_update_time: 0.1040540040, other_time: 1.9694004059
epoch time: 4.5260629654s, input_fired_time: 0.0549830869, output_fired_time: 0.0000000000, propagate_forward_time: 4.1120491028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590307236
validation[          , genome  1003] predictions:    9352/  10000 (93.52%), best:    9409/10000 (94.09%), error:      2237.04492, best error:      2034.17432 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.1987304688s, input_fired_time: 0.4434968233, output_fired_time: 0.4072190225, propagate_forward_time: 20.6083507538, propagate_backward_time: 29.7569561005, weight_update_time: 0.1047669202, other_time: 1.9827079773
epoch time: 4.5135107040s, input_fired_time: 0.0566861555, output_fired_time: 0.0000000000, propagate_forward_time: 4.0974082947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594164848
validation[          , genome  1003] predictions:    9338/  10000 (93.38%), best:    9409/10000 (94.09%), error:      2246.71045, best error:      2034.17432 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.2795257568s, input_fired_time: 0.4439456165, output_fired_time: 0.4109947979, propagate_forward_time: 20.6096019745, propagate_backward_time: 29.8114166260, weight_update_time: 0.1047399789, other_time: 2.0035648346
epoch time: 4.5222101212s, input_fired_time: 0.0553586073, output_fired_time: 0.0000000000, propagate_forward_time: 4.1091651917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576865196
validation[          , genome  1003] predictions:    9412/  10000 (94.12%), best:    9409/10000 (94.09%), error:      2067.87158, best error:      2034.17432 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.2827987671s, input_fired_time: 0.4492760599, output_fired_time: 0.4096392095, propagate_forward_time: 20.6019248962, propagate_backward_time: 29.7793331146, weight_update_time: 0.1057501361, other_time: 2.0426273346
epoch time: 4.5444273949s, input_fired_time: 0.0557682067, output_fired_time: 0.0000000000, propagate_forward_time: 4.1221251488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665342331
validation[          , genome  1003] predictions:    9440/  10000 (94.40%), best:    9440/10000 (94.40%), error:      1980.21375, best error:      1980.21375 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.2041740417s, input_fired_time: 0.4482409656, output_fired_time: 0.4053522348, propagate_forward_time: 20.6052379608, propagate_backward_time: 29.7057552338, weight_update_time: 0.1052251235, other_time: 2.0395851135
epoch time: 4.5292181969s, input_fired_time: 0.0556131229, output_fired_time: 0.0000000000, propagate_forward_time: 4.1086845398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649206161
validation[          , genome  1003] predictions:    9420/  10000 (94.20%), best:    9440/10000 (94.40%), error:      2080.43726, best error:      1980.21375 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.2392654419s, input_fired_time: 0.4506267607, output_fired_time: 0.4136477411, propagate_forward_time: 20.5796012878, propagate_backward_time: 29.7515659332, weight_update_time: 0.1053294018, other_time: 2.0438251495
epoch time: 4.5449428558s, input_fired_time: 0.0567293018, output_fired_time: 0.0000000000, propagate_forward_time: 4.1212296486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669838905
validation[          , genome  1003] predictions:    9397/  10000 (93.97%), best:    9440/10000 (94.40%), error:      2053.26001, best error:      1980.21375 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.1518402100s, input_fired_time: 0.4444760978, output_fired_time: 0.4102336466, propagate_forward_time: 20.6225700378, propagate_backward_time: 29.6830997467, weight_update_time: 0.1048531681, other_time: 1.9914608002
epoch time: 4.5227389336s, input_fired_time: 0.0557566769, output_fired_time: 0.0000000000, propagate_forward_time: 4.1060605049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609218597
validation[          , genome  1003] predictions:    9398/  10000 (93.98%), best:    9440/10000 (94.40%), error:      2072.25024, best error:      1980.21375 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.3250160217s, input_fired_time: 0.4512508810, output_fired_time: 0.4084531665, propagate_forward_time: 20.6354522705, propagate_backward_time: 29.7796173096, weight_update_time: 0.1046288610, other_time: 2.0502395630
epoch time: 4.5392842293s, input_fired_time: 0.0552402772, output_fired_time: 0.0000000000, propagate_forward_time: 4.1187868118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652572632
validation[          , genome  1003] predictions:    9437/  10000 (94.37%), best:    9437/10000 (94.37%), error:      1957.04626, best error:      1957.04626 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.2193260193s, input_fired_time: 0.4413629770, output_fired_time: 0.4044603705, propagate_forward_time: 20.6046943665, propagate_backward_time: 29.7908725739, weight_update_time: 0.1030194163, other_time: 1.9779338837
epoch time: 4.5031156540s, input_fired_time: 0.0554299243, output_fired_time: 0.0000000000, propagate_forward_time: 4.0912542343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564314842
validation[          , genome  1003] predictions:    9433/  10000 (94.33%), best:    9433/10000 (94.33%), error:      1924.51099, best error:      1924.51099 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.2313079834s, input_fired_time: 0.4422535896, output_fired_time: 0.4082643688, propagate_forward_time: 20.6138401031, propagate_backward_time: 29.7890548706, weight_update_time: 0.1042384654, other_time: 1.9778957367
epoch time: 4.5280036926s, input_fired_time: 0.0558904037, output_fired_time: 0.0000000000, propagate_forward_time: 4.1042361259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678770065
validation[          , genome  1003] predictions:    9363/  10000 (93.63%), best:    9433/10000 (94.33%), error:      2183.05884, best error:      1924.51099 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 53.2636833191s, input_fired_time: 0.4451423883, output_fired_time: 0.4057080746, propagate_forward_time: 20.6389026642, propagate_backward_time: 29.7782993317, weight_update_time: 0.1037655324, other_time: 1.9956321716
epoch time: 4.5219593048s, input_fired_time: 0.0558890700, output_fired_time: 0.0000000000, propagate_forward_time: 4.1098413467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562288284
validation[          , genome  1003] predictions:    9445/  10000 (94.45%), best:    9445/10000 (94.45%), error:      1919.55127, best error:      1919.55127 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.0981788635s, input_fired_time: 0.4501035511, output_fired_time: 0.4091403186, propagate_forward_time: 20.5210647583, propagate_backward_time: 29.6810626984, weight_update_time: 0.1047002599, other_time: 2.0368061066
epoch time: 4.5253062248s, input_fired_time: 0.0553158522, output_fired_time: 0.0000000000, propagate_forward_time: 4.1097135544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602766991
validation[          , genome  1003] predictions:    9449/  10000 (94.49%), best:    9445/10000 (94.45%), error:      1934.37854, best error:      1919.55127 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.1658515930s, input_fired_time: 0.4460502565, output_fired_time: 0.4034101367, propagate_forward_time: 20.5674762726, propagate_backward_time: 29.7387619019, weight_update_time: 0.1040707156, other_time: 2.0101528168
epoch time: 4.5064811707s, input_fired_time: 0.0558873825, output_fired_time: 0.0000000000, propagate_forward_time: 4.0923771858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582167625
validation[          , genome  1003] predictions:    9439/  10000 (94.39%), best:    9445/10000 (94.45%), error:      1935.16260, best error:      1919.55127 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.2414131165s, input_fired_time: 0.4489575624, output_fired_time: 0.4059243798, propagate_forward_time: 20.5979690552, propagate_backward_time: 29.7464008331, weight_update_time: 0.1051068828, other_time: 2.0421581268
epoch time: 4.5445284843s, input_fired_time: 0.0565110371, output_fired_time: 0.0000000000, propagate_forward_time: 4.1194458008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685717583
validation[          , genome  1003] predictions:    9395/  10000 (93.95%), best:    9445/10000 (94.45%), error:      2061.75781, best error:      1919.55127 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.1346893311s, input_fired_time: 0.4466664195, output_fired_time: 0.4091289043, propagate_forward_time: 20.5405578613, propagate_backward_time: 29.7400283813, weight_update_time: 0.1057996824, other_time: 1.9983062744
epoch time: 4.5051851273s, input_fired_time: 0.0563427396, output_fired_time: 0.0000000000, propagate_forward_time: 4.0902595520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585829735
validation[          , genome  1003] predictions:    9436/  10000 (94.36%), best:    9445/10000 (94.45%), error:      1993.72302, best error:      1919.55127 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.3236427307s, input_fired_time: 0.4483517706, output_fired_time: 0.4103098810, propagate_forward_time: 20.6369190216, propagate_backward_time: 29.8125915527, weight_update_time: 0.1045836732, other_time: 2.0154705048
epoch time: 4.5163245201s, input_fired_time: 0.0556123182, output_fired_time: 0.0000000000, propagate_forward_time: 4.1017189026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589935303
validation[          , genome  1003] predictions:    9450/  10000 (94.50%), best:    9450/10000 (94.50%), error:      1909.75952, best error:      1909.75952 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.1243057251s, input_fired_time: 0.4442390501, output_fired_time: 0.4073830843, propagate_forward_time: 20.5482425690, propagate_backward_time: 29.7420272827, weight_update_time: 0.1041095108, other_time: 1.9824123383
epoch time: 4.5099201202s, input_fired_time: 0.0554329455, output_fired_time: 0.0000000000, propagate_forward_time: 4.0937685966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607187271
validation[          , genome  1003] predictions:    9402/  10000 (94.02%), best:    9450/10000 (94.50%), error:      2077.00879, best error:      1909.75952 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.2185668945s, input_fired_time: 0.4506924450, output_fired_time: 0.4064762592, propagate_forward_time: 20.5784778595, propagate_backward_time: 29.7463264465, weight_update_time: 0.1047494784, other_time: 2.0365962982
epoch time: 4.5427994728s, input_fired_time: 0.0567732826, output_fired_time: 0.0000000000, propagate_forward_time: 4.1181073189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679189682
validation[          , genome  1003] predictions:    9434/  10000 (94.34%), best:    9450/10000 (94.50%), error:      2006.35828, best error:      1909.75952 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.2698059082s, input_fired_time: 0.4507108927, output_fired_time: 0.4062245786, propagate_forward_time: 20.6247596741, propagate_backward_time: 29.7408599854, weight_update_time: 0.1048463508, other_time: 2.0472526550
epoch time: 4.5307278633s, input_fired_time: 0.0558852330, output_fired_time: 0.0000000000, propagate_forward_time: 4.1082653999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665771484
validation[          , genome  1003] predictions:    9389/  10000 (93.89%), best:    9450/10000 (94.50%), error:      2082.81030, best error:      1909.75952 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.1727027893s, input_fired_time: 0.4443942010, output_fired_time: 0.4094832838, propagate_forward_time: 20.5910854340, propagate_backward_time: 29.7505836487, weight_update_time: 0.1052627861, other_time: 1.9771556854
epoch time: 4.5236759186s, input_fired_time: 0.0550356507, output_fired_time: 0.0000000000, propagate_forward_time: 4.1094808578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591594696
validation[          , genome  1003] predictions:    9428/  10000 (94.28%), best:    9428/10000 (94.28%), error:      1900.22559, best error:      1900.22559 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.2681732178s, input_fired_time: 0.4498236179, output_fired_time: 0.4084470868, propagate_forward_time: 20.5736083984, propagate_backward_time: 29.8161792755, weight_update_time: 0.1046883464, other_time: 2.0201129913
epoch time: 4.5421400070s, input_fired_time: 0.0566724837, output_fired_time: 0.0000000000, propagate_forward_time: 4.1188859940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665814400
validation[          , genome  1003] predictions:    9437/  10000 (94.37%), best:    9428/10000 (94.28%), error:      1928.85706, best error:      1900.22559 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.4113311768s, input_fired_time: 0.4527917504, output_fired_time: 0.4072637856, propagate_forward_time: 20.6553726196, propagate_backward_time: 29.8526802063, weight_update_time: 0.1039916128, other_time: 2.0432205200
epoch time: 4.5279550552s, input_fired_time: 0.0561081991, output_fired_time: 0.0000000000, propagate_forward_time: 4.1123399734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595070839
validation[          , genome  1003] predictions:    9432/  10000 (94.32%), best:    9428/10000 (94.28%), error:      1997.32727, best error:      1900.22559 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.3070373535s, input_fired_time: 0.4465084672, output_fired_time: 0.4035503268, propagate_forward_time: 20.6599159241, propagate_backward_time: 29.7581291199, weight_update_time: 0.1036699265, other_time: 2.0389328003
epoch time: 4.5361366272s, input_fired_time: 0.0559988692, output_fired_time: 0.0000000000, propagate_forward_time: 4.1190490723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610887527
validation[          , genome  1003] predictions:    9453/  10000 (94.53%), best:    9428/10000 (94.28%), error:      1906.34546, best error:      1900.22559 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.1132164001s, input_fired_time: 0.4451148212, output_fired_time: 0.4044912457, propagate_forward_time: 20.5649662018, propagate_backward_time: 29.7120532990, weight_update_time: 0.1034644768, other_time: 1.9865913391
epoch time: 4.5368533134s, input_fired_time: 0.0572969876, output_fired_time: 0.0000000000, propagate_forward_time: 4.1100778580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694787025
validation[          , genome  1003] predictions:    9420/  10000 (94.20%), best:    9428/10000 (94.28%), error:      2035.53369, best error:      1900.22559 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.2171859741s, input_fired_time: 0.4511966109, output_fired_time: 0.4071673453, propagate_forward_time: 20.6197299957, propagate_backward_time: 29.7148952484, weight_update_time: 0.1049638838, other_time: 2.0242004395
epoch time: 4.5367350578s, input_fired_time: 0.0570804290, output_fired_time: 0.0000000000, propagate_forward_time: 4.1127791405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668756485
validation[          , genome  1003] predictions:    9416/  10000 (94.16%), best:    9428/10000 (94.28%), error:      2016.48975, best error:      1900.22559 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.2663002014s, input_fired_time: 0.4484994709, output_fired_time: 0.4098563492, propagate_forward_time: 20.6326694489, propagate_backward_time: 29.7488918304, weight_update_time: 0.1046195477, other_time: 2.0263862610
epoch time: 4.5379009247s, input_fired_time: 0.0563897081, output_fired_time: 0.0000000000, propagate_forward_time: 4.1125736237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689374924
validation[          , genome  1003] predictions:    9480/  10000 (94.80%), best:    9480/10000 (94.80%), error:      1851.53918, best error:      1851.53918 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.2340545654s, input_fired_time: 0.4481137991, output_fired_time: 0.4088245332, propagate_forward_time: 20.5837993622, propagate_backward_time: 29.7844104767, weight_update_time: 0.1043713242, other_time: 2.0089073181
epoch time: 4.5256738663s, input_fired_time: 0.0556516089, output_fired_time: 0.0000000000, propagate_forward_time: 4.1111292839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588929176
validation[          , genome  1003] predictions:    9457/  10000 (94.57%), best:    9480/10000 (94.80%), error:      1898.56445, best error:      1851.53918 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.1994171143s, input_fired_time: 0.4443943202, output_fired_time: 0.4040505886, propagate_forward_time: 20.5959472656, propagate_backward_time: 29.7190265656, weight_update_time: 0.1042012721, other_time: 2.0360012054
epoch time: 4.5190844536s, input_fired_time: 0.0563679412, output_fired_time: 0.0000000000, propagate_forward_time: 4.0963807106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663358688
validation[          , genome  1003] predictions:    9423/  10000 (94.23%), best:    9480/10000 (94.80%), error:      1945.08057, best error:      1851.53918 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.1511459351s, input_fired_time: 0.4424213171, output_fired_time: 0.4084903896, propagate_forward_time: 20.5768146515, propagate_backward_time: 29.7412738800, weight_update_time: 0.1034854278, other_time: 1.9821472168
epoch time: 4.5259318352s, input_fired_time: 0.0557810143, output_fired_time: 0.0000000000, propagate_forward_time: 4.1089749336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611760139
validation[          , genome  1003] predictions:    9443/  10000 (94.43%), best:    9480/10000 (94.80%), error:      1920.06873, best error:      1851.53918 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.3369483948s, input_fired_time: 0.4489763379, output_fired_time: 0.4112018645, propagate_forward_time: 20.6442451477, propagate_backward_time: 29.8250102997, weight_update_time: 0.1045212969, other_time: 2.0075168610
epoch time: 4.5301823616s, input_fired_time: 0.0562543124, output_fired_time: 0.0000000000, propagate_forward_time: 4.1161503792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577775955
validation[          , genome  1003] predictions:    9454/  10000 (94.54%), best:    9480/10000 (94.80%), error:      1874.87048, best error:      1851.53918 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.2480964661s, input_fired_time: 0.4512969255, output_fired_time: 0.4087145627, propagate_forward_time: 20.6257381439, propagate_backward_time: 29.7134990692, weight_update_time: 0.1054917872, other_time: 2.0488471985
epoch time: 4.5139255524s, input_fired_time: 0.0555793978, output_fired_time: 0.0000000000, propagate_forward_time: 4.0977663994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605799675
validation[          , genome  1003] predictions:    9439/  10000 (94.39%), best:    9480/10000 (94.80%), error:      1948.05017, best error:      1851.53918 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.2017936707s, input_fired_time: 0.4500928521, output_fired_time: 0.4075498581, propagate_forward_time: 20.6334743500, propagate_backward_time: 29.6738872528, weight_update_time: 0.1048839539, other_time: 2.0367889404
epoch time: 4.5425710678s, input_fired_time: 0.0569843054, output_fired_time: 0.0000000000, propagate_forward_time: 4.1200351715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655514717
validation[          , genome  1003] predictions:    9470/  10000 (94.70%), best:    9480/10000 (94.80%), error:      1852.93555, best error:      1851.53918 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.1290092468s, input_fired_time: 0.4451839030, output_fired_time: 0.4053006768, propagate_forward_time: 20.5891666412, propagate_backward_time: 29.7131347656, weight_update_time: 0.1037331149, other_time: 1.9762248993
epoch time: 4.5152387619s, input_fired_time: 0.0564354137, output_fired_time: 0.0000000000, propagate_forward_time: 4.0991272926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596758842
validation[          , genome  1003] predictions:    9473/  10000 (94.73%), best:    9480/10000 (94.80%), error:      1855.35120, best error:      1851.53918 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.1726875305s, input_fired_time: 0.4502354562, output_fired_time: 0.4039136767, propagate_forward_time: 20.5840454102, propagate_backward_time: 29.6930732727, weight_update_time: 0.1047545001, other_time: 2.0414161682
epoch time: 4.5376429558s, input_fired_time: 0.0572354645, output_fired_time: 0.0000000000, propagate_forward_time: 4.1141948700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662128448
validation[          , genome  1003] predictions:    9459/  10000 (94.59%), best:    9480/10000 (94.80%), error:      1889.44556, best error:      1851.53918 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.1595764160s, input_fired_time: 0.4471148849, output_fired_time: 0.4122348428, propagate_forward_time: 20.5493164063, propagate_backward_time: 29.7743511200, weight_update_time: 0.1043470129, other_time: 1.9765605927
epoch time: 4.5292196274s, input_fired_time: 0.0562868081, output_fired_time: 0.0000000000, propagate_forward_time: 4.1127138138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602190018
validation[          , genome  1003] predictions:    9476/  10000 (94.76%), best:    9480/10000 (94.80%), error:      1862.53772, best error:      1851.53918 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.3128204346s, input_fired_time: 0.4542612433, output_fired_time: 0.4072150588, propagate_forward_time: 20.6314754486, propagate_backward_time: 29.7795944214, weight_update_time: 0.1061563194, other_time: 2.0402736664
epoch time: 4.5417861938s, input_fired_time: 0.0572653785, output_fired_time: 0.0000000000, propagate_forward_time: 4.1159858704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685350418
validation[          , genome  1003] predictions:    9465/  10000 (94.65%), best:    9465/10000 (94.65%), error:      1849.93323, best error:      1849.93323 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.3135871887s, input_fired_time: 0.4530965984, output_fired_time: 0.4104545116, propagate_forward_time: 20.6329421997, propagate_backward_time: 29.7747211456, weight_update_time: 0.1053724661, other_time: 2.0423717499
epoch time: 4.5308475494s, input_fired_time: 0.0571312457, output_fired_time: 0.0000000000, propagate_forward_time: 4.1089286804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647875786
validation[          , genome  1003] predictions:    9335/  10000 (93.35%), best:    9465/10000 (94.65%), error:      2337.52124, best error:      1849.93323 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.1267662048s, input_fired_time: 0.4469744861, output_fired_time: 0.4073138535, propagate_forward_time: 20.6008491516, propagate_backward_time: 29.6829757690, weight_update_time: 0.1049009934, other_time: 1.9886512756
epoch time: 4.5448818207s, input_fired_time: 0.0578463376, output_fired_time: 0.0000000000, propagate_forward_time: 4.1185059547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685293198
validation[          , genome  1003] predictions:    9410/  10000 (94.10%), best:    9465/10000 (94.65%), error:      2024.72693, best error:      1849.93323 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.1829338074s, input_fired_time: 0.4504753947, output_fired_time: 0.4083297253, propagate_forward_time: 20.5697364807, propagate_backward_time: 29.7294406891, weight_update_time: 0.1041172594, other_time: 2.0249538422
epoch time: 4.5318031311s, input_fired_time: 0.0563000552, output_fired_time: 0.0000000000, propagate_forward_time: 4.1158452034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596577644
validation[          , genome  1003] predictions:    9460/  10000 (94.60%), best:    9465/10000 (94.65%), error:      1895.16345, best error:      1849.93323 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.1470832825s, input_fired_time: 0.4499862492, output_fired_time: 0.4029220939, propagate_forward_time: 20.5775241852, propagate_backward_time: 29.6799659729, weight_update_time: 0.1043226272, other_time: 2.0366840363
epoch time: 4.5265469551s, input_fired_time: 0.0562124476, output_fired_time: 0.0000000000, propagate_forward_time: 4.1112103462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591241837
validation[          , genome  1003] predictions:    9459/  10000 (94.59%), best:    9465/10000 (94.65%), error:      1917.25500, best error:      1849.93323 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.4369049072s, input_fired_time: 0.4538518488, output_fired_time: 0.4133436382, propagate_forward_time: 20.6262950897, propagate_backward_time: 29.8955650330, weight_update_time: 0.1064532399, other_time: 2.0478458405
epoch time: 4.5578904152s, input_fired_time: 0.0564584956, output_fired_time: 0.0000000000, propagate_forward_time: 4.1337566376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676753044
validation[          , genome  1003] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1828.22595, best error:      1828.22595 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.2044334412s, input_fired_time: 0.4456537962, output_fired_time: 0.4070383310, propagate_forward_time: 20.5822181702, propagate_backward_time: 29.7881755829, weight_update_time: 0.1045106202, other_time: 1.9813480377
epoch time: 4.5315742493s, input_fired_time: 0.0570078120, output_fired_time: 0.0000000000, propagate_forward_time: 4.1182260513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563404083
validation[          , genome  1003] predictions:    9463/  10000 (94.63%), best:    9472/10000 (94.72%), error:      1912.61548, best error:      1828.22595 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.0411376953s, input_fired_time: 0.4523147345, output_fired_time: 0.4004376531, propagate_forward_time: 20.5462341309, propagate_backward_time: 29.5924854279, weight_update_time: 0.1046793386, other_time: 2.0496654510
epoch time: 4.5228695869s, input_fired_time: 0.0558758862, output_fired_time: 0.0000000000, propagate_forward_time: 4.1032052040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637886047
validation[          , genome  1003] predictions:    9474/  10000 (94.74%), best:    9472/10000 (94.72%), error:      1834.59839, best error:      1828.22595 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.2974205017s, input_fired_time: 0.4463307559, output_fired_time: 0.4121193290, propagate_forward_time: 20.6221065521, propagate_backward_time: 29.8258132935, weight_update_time: 0.1038804725, other_time: 1.9910488129
epoch time: 4.5280246735s, input_fired_time: 0.0553756505, output_fired_time: 0.0000000000, propagate_forward_time: 4.1133160591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593330383
validation[          , genome  1003] predictions:    9460/  10000 (94.60%), best:    9472/10000 (94.72%), error:      1853.57690, best error:      1828.22595 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.4254722595s, input_fired_time: 0.4525171816, output_fired_time: 0.4057685137, propagate_forward_time: 20.6528892517, propagate_backward_time: 29.8699684143, weight_update_time: 0.1055576354, other_time: 2.0443267822
epoch time: 4.5497126579s, input_fired_time: 0.0570659302, output_fired_time: 0.0000000000, propagate_forward_time: 4.1231737137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694729805
validation[          , genome  1003] predictions:    9402/  10000 (94.02%), best:    9472/10000 (94.72%), error:      2047.59351, best error:      1828.22595 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.4038162231s, input_fired_time: 0.4516773522, output_fired_time: 0.4095915258, propagate_forward_time: 20.6559829712, propagate_backward_time: 29.8443336487, weight_update_time: 0.1046755090, other_time: 2.0422286987
epoch time: 4.5536742210s, input_fired_time: 0.0571192689, output_fired_time: 0.0000000000, propagate_forward_time: 4.1300067902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665480614
validation[          , genome  1003] predictions:    9478/  10000 (94.78%), best:    9478/10000 (94.78%), error:      1802.89795, best error:      1802.89795 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.2311286926s, input_fired_time: 0.4514071941, output_fired_time: 0.3999462426, propagate_forward_time: 20.6026287079, propagate_backward_time: 29.7363185883, weight_update_time: 0.1045904532, other_time: 2.0408248901
epoch time: 4.5077056885s, input_fired_time: 0.0563346110, output_fired_time: 0.0000000000, propagate_forward_time: 4.0935029984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578681946
validation[          , genome  1003] predictions:    9456/  10000 (94.56%), best:    9478/10000 (94.78%), error:      1898.77234, best error:      1802.89795 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 53.2722549438s, input_fired_time: 0.4466640353, output_fired_time: 0.4067369699, propagate_forward_time: 20.6521167755, propagate_backward_time: 29.7920207977, weight_update_time: 0.1026887521, other_time: 1.9747161865
epoch time: 4.5166974068s, input_fired_time: 0.0562961958, output_fired_time: 0.0000000000, propagate_forward_time: 4.1016330719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587679863
validation[          , genome  1003] predictions:    9418/  10000 (94.18%), best:    9478/10000 (94.78%), error:      1989.98901, best error:      1802.89795 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.3168907166s, input_fired_time: 0.4527115226, output_fired_time: 0.4081016183, propagate_forward_time: 20.6186027527, propagate_backward_time: 29.7898483276, weight_update_time: 0.1055929884, other_time: 2.0476264954
epoch time: 4.5381159782s, input_fired_time: 0.0568484813, output_fired_time: 0.0000000000, propagate_forward_time: 4.1135716438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676958084
validation[          , genome  1003] predictions:    9472/  10000 (94.72%), best:    9478/10000 (94.78%), error:      1843.66748, best error:      1802.89795 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.0771560669s, input_fired_time: 0.4446605444, output_fired_time: 0.4050037861, propagate_forward_time: 20.5144157410, propagate_backward_time: 29.7398014069, weight_update_time: 0.1028746068, other_time: 1.9732761383
epoch time: 4.5182933807s, input_fired_time: 0.0556917414, output_fired_time: 0.0000000000, propagate_forward_time: 4.1013073921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612942696
validation[          , genome  1003] predictions:    9481/  10000 (94.81%), best:    9478/10000 (94.78%), error:      1812.77368, best error:      1802.89795 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.1853179932s, input_fired_time: 0.4501016140, output_fired_time: 0.4072517753, propagate_forward_time: 20.5944919586, propagate_backward_time: 29.7178764343, weight_update_time: 0.1040330902, other_time: 2.0155963898
epoch time: 4.5511813164s, input_fired_time: 0.0569749177, output_fired_time: 0.0000000000, propagate_forward_time: 4.1266503334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675560951
validation[          , genome  1003] predictions:    9460/  10000 (94.60%), best:    9478/10000 (94.78%), error:      1856.71204, best error:      1802.89795 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.1712303162s, input_fired_time: 0.4467301369, output_fired_time: 0.4113428593, propagate_forward_time: 20.5838508606, propagate_backward_time: 29.7497482300, weight_update_time: 0.1047826484, other_time: 1.9795570374
epoch time: 4.5330681801s, input_fired_time: 0.0561325774, output_fired_time: 0.0000000000, propagate_forward_time: 4.1159591675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609762192
validation[          , genome  1003] predictions:    9437/  10000 (94.37%), best:    9478/10000 (94.78%), error:      1900.76318, best error:      1802.89795 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.2034187317s, input_fired_time: 0.4504713714, output_fired_time: 0.4035567939, propagate_forward_time: 20.5993518829, propagate_backward_time: 29.7112808228, weight_update_time: 0.1043990329, other_time: 2.0387592316
epoch time: 4.5435571671s, input_fired_time: 0.0565764047, output_fired_time: 0.0000000000, propagate_forward_time: 4.1225371361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644437790
validation[          , genome  1003] predictions:    9466/  10000 (94.66%), best:    9478/10000 (94.78%), error:      1852.37036, best error:      1802.89795 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.0771827698s, input_fired_time: 0.4469556212, output_fired_time: 0.4077040553, propagate_forward_time: 20.5234317780, propagate_backward_time: 29.7168292999, weight_update_time: 0.1038775295, other_time: 1.9822616577
epoch time: 4.5192756653s, input_fired_time: 0.0561885573, output_fired_time: 0.0000000000, propagate_forward_time: 4.1050052643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580818176
validation[          , genome  1003] predictions:    9456/  10000 (94.56%), best:    9478/10000 (94.78%), error:      1910.74731, best error:      1802.89795 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.2140045166s, input_fired_time: 0.4547978342, output_fired_time: 0.4102450013, propagate_forward_time: 20.7062358856, propagate_backward_time: 29.5981864929, weight_update_time: 0.1056379005, other_time: 2.0445384979
epoch time: 4.4550313950s, input_fired_time: 0.0564204566, output_fired_time: 0.0000000000, propagate_forward_time: 4.0376071930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610038757
validation[          , genome  1003] predictions:    9462/  10000 (94.62%), best:    9478/10000 (94.78%), error:      1837.61853, best error:      1802.89795 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.1739006042s, input_fired_time: 0.4572807550, output_fired_time: 0.4037021399, propagate_forward_time: 20.5621948242, propagate_backward_time: 29.7101879120, weight_update_time: 0.1044267938, other_time: 2.0405368805
epoch time: 4.5231609344s, input_fired_time: 0.0576639175, output_fired_time: 0.0000000000, propagate_forward_time: 4.0977158546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677811623
validation[          , genome  1003] predictions:    9484/  10000 (94.84%), best:    9484/10000 (94.84%), error:      1800.77002, best error:      1800.77002 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.1618080139s, input_fired_time: 0.4480626583, output_fired_time: 0.4051865637, propagate_forward_time: 20.6121273041, propagate_backward_time: 29.7006473541, weight_update_time: 0.1050774083, other_time: 1.9957847595
epoch time: 4.5324907303s, input_fired_time: 0.0565456301, output_fired_time: 0.0000000000, propagate_forward_time: 4.1181550026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577899933
validation[          , genome  1003] predictions:    9464/  10000 (94.64%), best:    9484/10000 (94.84%), error:      1878.07471, best error:      1800.77002 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.1651306152s, input_fired_time: 0.4523164928, output_fired_time: 0.4058827460, propagate_forward_time: 20.5935115814, propagate_backward_time: 29.6743106842, weight_update_time: 0.1040933728, other_time: 2.0391082764
epoch time: 4.5319380760s, input_fired_time: 0.0572179407, output_fired_time: 0.0000000000, propagate_forward_time: 4.1063351631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683848381
validation[          , genome  1003] predictions:    9474/  10000 (94.74%), best:    9484/10000 (94.84%), error:      1829.49805, best error:      1800.77002 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.2295227051s, input_fired_time: 0.4474903345, output_fired_time: 0.4093822539, propagate_forward_time: 20.6232776642, propagate_backward_time: 29.7702293396, weight_update_time: 0.1034605801, other_time: 1.9791431427
epoch time: 4.5402803421s, input_fired_time: 0.0578399226, output_fired_time: 0.0000000000, propagate_forward_time: 4.1184735298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639669418
validation[          , genome  1003] predictions:    9479/  10000 (94.79%), best:    9484/10000 (94.84%), error:      1824.63049, best error:      1800.77002 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.1621665955s, input_fired_time: 0.4517867863, output_fired_time: 0.4045491219, propagate_forward_time: 20.5614070892, propagate_backward_time: 29.7049903870, weight_update_time: 0.1061329693, other_time: 2.0394344330
epoch time: 4.5336399078s, input_fired_time: 0.0568984486, output_fired_time: 0.0000000000, propagate_forward_time: 4.1101694107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665719032
validation[          , genome  1003] predictions:    9417/  10000 (94.17%), best:    9484/10000 (94.84%), error:      2030.02417, best error:      1800.77002 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.2799453735s, input_fired_time: 0.4478596449, output_fired_time: 0.4073446095, propagate_forward_time: 20.6299743652, propagate_backward_time: 29.8185157776, weight_update_time: 0.1034218073, other_time: 1.9762496948
epoch time: 4.4992494583s, input_fired_time: 0.0562718064, output_fired_time: 0.0000000000, propagate_forward_time: 4.0847177505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582596779
validation[          , genome  1003] predictions:    9458/  10000 (94.58%), best:    9484/10000 (94.84%), error:      1844.41968, best error:      1800.77002 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.0910186768s, input_fired_time: 0.4494823515, output_fired_time: 0.4043515027, propagate_forward_time: 20.5408573151, propagate_backward_time: 29.7099514008, weight_update_time: 0.1045268029, other_time: 1.9863777161
epoch time: 4.5403895378s, input_fired_time: 0.0568818115, output_fired_time: 0.0000000000, propagate_forward_time: 4.1277279854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557796478
validation[          , genome  1003] predictions:    9455/  10000 (94.55%), best:    9484/10000 (94.84%), error:      1905.19604, best error:      1800.77002 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.9518127441s, input_fired_time: 0.4465392828, output_fired_time: 0.4006651640, propagate_forward_time: 20.4826126099, propagate_backward_time: 29.6460952759, weight_update_time: 0.1028797403, other_time: 1.9758987427
epoch time: 4.5532832146s, input_fired_time: 0.0570350923, output_fired_time: 0.0000000000, propagate_forward_time: 4.1304960251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657522202
validation[          , genome  1003] predictions:    9434/  10000 (94.34%), best:    9484/10000 (94.84%), error:      1930.27856, best error:      1800.77002 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.2394218445s, input_fired_time: 0.4495462477, output_fired_time: 0.4056069255, propagate_forward_time: 20.6019554138, propagate_backward_time: 29.7565269470, weight_update_time: 0.1053221226, other_time: 2.0257873535
epoch time: 4.5020499229s, input_fired_time: 0.0570834018, output_fired_time: 0.0000000000, propagate_forward_time: 4.0857405663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592257500
validation[          , genome  1003] predictions:    9461/  10000 (94.61%), best:    9484/10000 (94.84%), error:      1861.03772, best error:      1800.77002 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.3882560730s, input_fired_time: 0.4570634663, output_fired_time: 0.4085588455, propagate_forward_time: 20.6529846191, propagate_backward_time: 29.8287467957, weight_update_time: 0.1047404557, other_time: 2.0409049988
epoch time: 4.5347208977s, input_fired_time: 0.0574687049, output_fired_time: 0.0000000000, propagate_forward_time: 4.1084241867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688278198
validation[          , genome  1003] predictions:    9463/  10000 (94.63%), best:    9484/10000 (94.84%), error:      1852.85046, best error:      1800.77002 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.3337631226s, input_fired_time: 0.4527980089, output_fired_time: 0.4085344672, propagate_forward_time: 20.6203632355, propagate_backward_time: 29.8223018646, weight_update_time: 0.1037340760, other_time: 2.0297660828
epoch time: 4.4843282700s, input_fired_time: 0.0568715334, output_fired_time: 0.0000000000, propagate_forward_time: 4.0707163811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567404747
validation[          , genome  1003] predictions:    9486/  10000 (94.86%), best:    9484/10000 (94.84%), error:      1822.23035, best error:      1800.77002 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.1781120300s, input_fired_time: 0.4535407722, output_fired_time: 0.4086045027, propagate_forward_time: 20.5848827362, propagate_backward_time: 29.7178649902, weight_update_time: 0.1037292704, other_time: 2.0132198334
epoch time: 4.5371417999s, input_fired_time: 0.0564264394, output_fired_time: 0.0000000000, propagate_forward_time: 4.1223502159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583650589
validation[          , genome  1003] predictions:    9463/  10000 (94.63%), best:    9484/10000 (94.84%), error:      1847.81958, best error:      1800.77002 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.3048667908s, input_fired_time: 0.4541183114, output_fired_time: 0.4072900116, propagate_forward_time: 20.6464023590, propagate_backward_time: 29.7534008026, weight_update_time: 0.1050800979, other_time: 2.0436553955
epoch time: 4.5276222229s, input_fired_time: 0.0571453609, output_fired_time: 0.0000000000, propagate_forward_time: 4.1053137779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651628494
validation[          , genome  1003] predictions:    9480/  10000 (94.80%), best:    9484/10000 (94.84%), error:      1816.11633, best error:      1800.77002 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.2588272095s, input_fired_time: 0.4533578455, output_fired_time: 0.4039381444, propagate_forward_time: 20.6010532379, propagate_backward_time: 29.7554416656, weight_update_time: 0.1047708020, other_time: 2.0450363159
epoch time: 4.5373997688s, input_fired_time: 0.0578381941, output_fired_time: 0.0000000000, propagate_forward_time: 4.1123213768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672404289
validation[          , genome  1003] predictions:    9474/  10000 (94.74%), best:    9484/10000 (94.84%), error:      1832.82227, best error:      1800.77002 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.2055015564s, input_fired_time: 0.4526083469, output_fired_time: 0.4044082761, propagate_forward_time: 20.5849170685, propagate_backward_time: 29.7294769287, weight_update_time: 0.1052012965, other_time: 2.0340900421
epoch time: 4.5352315903s, input_fired_time: 0.0570325702, output_fired_time: 0.0000000000, propagate_forward_time: 4.1173138618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608851433
validation[          , genome  1003] predictions:    9476/  10000 (94.76%), best:    9484/10000 (94.84%), error:      1813.30823, best error:      1800.77002 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.2680168152s, input_fired_time: 0.4554067254, output_fired_time: 0.4078049362, propagate_forward_time: 20.5650711060, propagate_backward_time: 29.7902755737, weight_update_time: 0.1046704352, other_time: 2.0494575500
epoch time: 4.5236048698s, input_fired_time: 0.0574029014, output_fired_time: 0.0000000000, propagate_forward_time: 4.0968756676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693261147
validation[          , genome  1003] predictions:    9469/  10000 (94.69%), best:    9484/10000 (94.84%), error:      1809.99011, best error:      1800.77002 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.0973434448s, input_fired_time: 0.4534364641, output_fired_time: 0.4059467316, propagate_forward_time: 20.5549755096, propagate_backward_time: 29.6482772827, weight_update_time: 0.1039309949, other_time: 2.0347080231
epoch time: 4.5205969810s, input_fired_time: 0.0570543595, output_fired_time: 0.0000000000, propagate_forward_time: 4.0974740982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660683632
validation[          , genome  1003] predictions:    9454/  10000 (94.54%), best:    9484/10000 (94.84%), error:      1851.58838, best error:      1800.77002 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.2898597717s, input_fired_time: 0.4549888074, output_fired_time: 0.4053851664, propagate_forward_time: 20.6210174561, propagate_backward_time: 29.7803611755, weight_update_time: 0.1042286456, other_time: 2.0281066895
epoch time: 4.5286326408s, input_fired_time: 0.0559369251, output_fired_time: 0.0000000000, propagate_forward_time: 4.1126255989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600702286
validation[          , genome  1003] predictions:    9465/  10000 (94.65%), best:    9484/10000 (94.84%), error:      1854.04333, best error:      1800.77002 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.3951644897s, input_fired_time: 0.4522826672, output_fired_time: 0.4093326628, propagate_forward_time: 20.6881294250, propagate_backward_time: 29.8489589691, weight_update_time: 0.1037114188, other_time: 1.9964618683
epoch time: 4.5386495590s, input_fired_time: 0.0569172427, output_fired_time: 0.0000000000, propagate_forward_time: 4.1241326332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575997353
validation[          , genome  1003] predictions:    9463/  10000 (94.63%), best:    9484/10000 (94.84%), error:      1891.63318, best error:      1800.77002 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.2170181274s, input_fired_time: 0.4532810748, output_fired_time: 0.4118214250, propagate_forward_time: 20.5892677307, propagate_backward_time: 29.7186431885, weight_update_time: 0.1068599597, other_time: 2.0440025330
epoch time: 4.5374903679s, input_fired_time: 0.0571876392, output_fired_time: 0.0000000000, propagate_forward_time: 4.1166329384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636698723
validation[          , genome  1003] predictions:    9480/  10000 (94.80%), best:    9484/10000 (94.84%), error:      1811.79724, best error:      1800.77002 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.4106063843s, input_fired_time: 0.4558487535, output_fired_time: 0.4100220799, propagate_forward_time: 20.6537036896, propagate_backward_time: 29.8450431824, weight_update_time: 0.1050103754, other_time: 2.0459880829
epoch time: 4.5521302223s, input_fired_time: 0.0572926924, output_fired_time: 0.0000000000, propagate_forward_time: 4.1279191971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669185638
validation[          , genome  1003] predictions:    9464/  10000 (94.64%), best:    9484/10000 (94.84%), error:      1830.17322, best error:      1800.77002 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.0076904297s, input_fired_time: 0.4493679702, output_fired_time: 0.4072823822, propagate_forward_time: 20.5356159210, propagate_backward_time: 29.6357574463, weight_update_time: 0.1039437652, other_time: 1.9796657562
epoch time: 4.5243778229s, input_fired_time: 0.0568587407, output_fired_time: 0.0000000000, propagate_forward_time: 4.1088366508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3586826324
validation[          , genome  1003] predictions:    9474/  10000 (94.74%), best:    9484/10000 (94.84%), error:      1851.48865, best error:      1800.77002 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.1326866150s, input_fired_time: 0.4493730962, output_fired_time: 0.4082306027, propagate_forward_time: 20.5674190521, propagate_backward_time: 29.7347583771, weight_update_time: 0.1038672030, other_time: 1.9729080200
epoch time: 4.5167102814s, input_fired_time: 0.0576023757, output_fired_time: 0.0000000000, propagate_forward_time: 4.0995025635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596053123
validation[          , genome  1003] predictions:    9474/  10000 (94.74%), best:    9484/10000 (94.84%), error:      1823.27515, best error:      1800.77002 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.0586395264s, input_fired_time: 0.4504720569, output_fired_time: 0.4056987464, propagate_forward_time: 20.5297908783, propagate_backward_time: 29.6756000519, weight_update_time: 0.1036302596, other_time: 1.9970779419
epoch time: 4.5043706894s, input_fired_time: 0.0572137013, output_fired_time: 0.0000000000, propagate_forward_time: 4.0882863998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588705063
validation[          , genome  1003] predictions:    9470/  10000 (94.70%), best:    9484/10000 (94.84%), error:      1822.61584, best error:      1800.77002 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.1829223633s, input_fired_time: 0.4561179280, output_fired_time: 0.4047309160, propagate_forward_time: 20.5495128632, propagate_backward_time: 29.7346057892, weight_update_time: 0.1051103473, other_time: 2.0379524231
epoch time: 4.5221700668s, input_fired_time: 0.0574439205, output_fired_time: 0.0000000000, propagate_forward_time: 4.0973682404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673577309
validation[          , genome  1003] predictions:    9458/  10000 (94.58%), best:    9484/10000 (94.84%), error:      1869.91663, best error:      1800.77002 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.3697128296s, input_fired_time: 0.4541137516, output_fired_time: 0.4070452154, propagate_forward_time: 20.6626987457, propagate_backward_time: 29.8084812164, weight_update_time: 0.1038373783, other_time: 2.0373764038
epoch time: 4.5489034653s, input_fired_time: 0.0579992309, output_fired_time: 0.0000000000, propagate_forward_time: 4.1247582436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661460876
validation[          , genome  1003] predictions:    9468/  10000 (94.68%), best:    9484/10000 (94.84%), error:      1844.22522, best error:      1800.77002 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.1730155945s, input_fired_time: 0.4523365498, output_fired_time: 0.4113798440, propagate_forward_time: 20.5803375244, propagate_backward_time: 29.7461719513, weight_update_time: 0.1047531292, other_time: 1.9827899933
epoch time: 4.5329999924s, input_fired_time: 0.0571662970, output_fired_time: 0.0000000000, propagate_forward_time: 4.1189618111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568720818
validation[          , genome  1003] predictions:    9468/  10000 (94.68%), best:    9484/10000 (94.84%), error:      1872.45984, best error:      1800.77002 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.0618133545s, input_fired_time: 0.4507718682, output_fired_time: 0.4081659615, propagate_forward_time: 20.5472526550, propagate_backward_time: 29.6748867035, weight_update_time: 0.1035473868, other_time: 1.9807376862
epoch time: 4.5121326447s, input_fired_time: 0.0572051965, output_fired_time: 0.0000000000, propagate_forward_time: 4.0966796875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582477570
validation[          , genome  1003] predictions:    9468/  10000 (94.68%), best:    9484/10000 (94.84%), error:      1820.31860, best error:      1800.77002 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.2586555481s, input_fired_time: 0.4554980397, output_fired_time: 0.4055097699, propagate_forward_time: 20.6247253418, propagate_backward_time: 29.7342281342, weight_update_time: 0.1045922637, other_time: 2.0386943817
epoch time: 4.5262365341s, input_fired_time: 0.0567959510, output_fired_time: 0.0000000000, propagate_forward_time: 4.1015567780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678836823
validation[          , genome  1003] predictions:    9454/  10000 (94.54%), best:    9484/10000 (94.84%), error:      1856.87805, best error:      1800.77002 on epoch:    72, 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: 22.7173614502s, input_fired_time: 0.2884885371, output_fired_time: 0.0000000000, propagate_forward_time: 20.5172061920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9116668701
best training[          , genome  1003] predictions:   47957/  50000 (95.91%), best:    9484/10000 (94.84%), error:      7246.60547, best error:      1800.77002 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.5416445732s, input_fired_time: 0.0568074882, output_fired_time: 0.0000000000, propagate_forward_time: 4.1188573837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659796715
   testing[          , genome  1003] predictions:    9494/  10000 (94.94%), best:    9484/10000 (94.84%), error:      1664.04163, best error:      1800.77002 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:31:13 (3144): called boinc_finish(0)

</stderr_txt>
]]>