Nameexact_genome_1512185335_40_8442_2
Workunit2560604
Created7 Dec 2017, 10:40:13 UTC
Sent7 Dec 2017, 10:47:24 UTC
Report deadline28 Dec 2017, 1:36:22 UTC
Received9 Dec 2017, 11:13:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time11 hours 39 min 47 sec
CPU time11 hours 34 min 48 sec
Validate stateValid
Credit5,154.34
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size161.16 MB
Peak swap size166.00 MB
Peak disk usage3.72 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 380.3206787109s, input_fired_time: 3.7583093643, output_fired_time: 3.9220681190, propagate_forward_time: 141.5786590576, propagate_backward_time: 225.9392700195, weight_update_time: 0.3944898248, other_time: 5.1223907471
epoch time: 30.0382747650s, input_fired_time: 0.4665433168, output_fired_time: 0.0000000000, propagate_forward_time: 28.6799869537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8917446136
validation[          , genome  8442] predictions:    9779/  10000 (97.79%), best:    9815/10000 (98.15%), error:       670.20294, best error:       598.16937 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 377.9933166504s, input_fired_time: 3.7519569397, output_fired_time: 3.8853614330, propagate_forward_time: 140.2536468506, propagate_backward_time: 224.9724426270, weight_update_time: 0.3894838393, other_time: 5.1298980713
epoch time: 28.2716369629s, input_fired_time: 0.4584427774, output_fired_time: 0.0000000000, propagate_forward_time: 26.8878135681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9253807068
validation[          , genome  8442] predictions:    9808/  10000 (98.08%), best:    9815/10000 (98.15%), error:       646.67627, best error:       598.16937 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 380.3567199707s, input_fired_time: 3.7410473824, output_fired_time: 3.8988144398, propagate_forward_time: 141.1992950439, propagate_backward_time: 226.4528350830, weight_update_time: 0.3928800225, other_time: 5.0647277832
epoch time: 29.3254165649s, input_fired_time: 0.4684197307, output_fired_time: 0.0000000000, propagate_forward_time: 27.9178924561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9391040802
validation[          , genome  8442] predictions:    9793/  10000 (97.93%), best:    9815/10000 (98.15%), error:       630.30145, best error:       598.16937 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 379.5047607422s, input_fired_time: 3.7582209110, output_fired_time: 3.9194798470, propagate_forward_time: 140.4058074951, propagate_backward_time: 226.2958984375, weight_update_time: 0.3960552216, other_time: 5.1253509521
epoch time: 28.2717781067s, input_fired_time: 0.4570780098, output_fired_time: 0.0000000000, propagate_forward_time: 26.8739719391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9407272339
validation[          , genome  8442] predictions:    9798/  10000 (97.98%), best:    9815/10000 (98.15%), error:       614.32129, best error:       598.16937 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 379.3140563965s, input_fired_time: 3.7516906261, output_fired_time: 3.9034316540, propagate_forward_time: 140.4392852783, propagate_backward_time: 226.0448303223, weight_update_time: 0.4071310461, other_time: 5.1748199463
epoch time: 30.4361763000s, input_fired_time: 0.4764711261, output_fired_time: 0.0000000000, propagate_forward_time: 29.0488796234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9108257294
validation[          , genome  8442] predictions:    9795/  10000 (97.95%), best:    9815/10000 (98.15%), error:       649.78088, best error:       598.16937 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 379.3598632813s, input_fired_time: 3.7652986050, output_fired_time: 3.9029755592, propagate_forward_time: 140.2411193848, propagate_backward_time: 226.3163146973, weight_update_time: 0.4103082120, other_time: 5.1341552734
epoch time: 29.2701015472s, input_fired_time: 0.4540151954, output_fired_time: 0.0000000000, propagate_forward_time: 27.9380950928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8779907227
validation[          , genome  8442] predictions:    9826/  10000 (98.26%), best:    9826/10000 (98.26%), error:       593.60370, best error:       593.60370 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 379.0205078125s, input_fired_time: 3.7452995777, output_fired_time: 3.9049472809, propagate_forward_time: 140.3624877930, propagate_backward_time: 225.8530120850, weight_update_time: 0.4163996279, other_time: 5.1547698975
epoch time: 29.8211650848s, input_fired_time: 0.4733289480, output_fired_time: 0.0000000000, propagate_forward_time: 28.4748172760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8730182648
validation[          , genome  8442] predictions:    9793/  10000 (97.93%), best:    9826/10000 (98.26%), error:       630.78687, best error:       593.60370 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 381.2972106934s, input_fired_time: 3.7673356533, output_fired_time: 3.9139952660, propagate_forward_time: 141.0014801025, propagate_backward_time: 227.4608612061, weight_update_time: 0.4252563417, other_time: 5.1535339355
epoch time: 30.1291141510s, input_fired_time: 0.4661930203, output_fired_time: 0.0000000000, propagate_forward_time: 28.7822246552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8806972504
validation[          , genome  8442] predictions:    9837/  10000 (98.37%), best:    9837/10000 (98.37%), error:       553.28790, best error:       553.28790 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 379.4045104980s, input_fired_time: 3.7633283138, output_fired_time: 3.8916668892, propagate_forward_time: 140.2967987061, propagate_backward_time: 226.3198699951, weight_update_time: 0.4353343248, other_time: 5.1328430176
epoch time: 29.3105335236s, input_fired_time: 0.4608271718, output_fired_time: 0.0000000000, propagate_forward_time: 27.9570198059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8926868439
validation[          , genome  8442] predictions:    9826/  10000 (98.26%), best:    9837/10000 (98.37%), error:       612.51184, best error:       553.28790 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 382.5401916504s, input_fired_time: 3.7841098309, output_fired_time: 3.9166655540, propagate_forward_time: 141.8244628906, propagate_backward_time: 227.8766937256, weight_update_time: 0.4457063079, other_time: 5.1382598877
epoch time: 30.1310844421s, input_fired_time: 0.4744416177, output_fired_time: 0.0000000000, propagate_forward_time: 28.7546176910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9020252228
validation[          , genome  8442] predictions:    9805/  10000 (98.05%), best:    9837/10000 (98.37%), error:       588.05737, best error:       553.28790 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 380.5113220215s, input_fired_time: 3.7686705589, output_fired_time: 3.9018776417, propagate_forward_time: 140.5583648682, propagate_backward_time: 227.0698089600, weight_update_time: 0.4621691406, other_time: 5.2125854492
epoch time: 29.7192802429s, input_fired_time: 0.4681997299, output_fired_time: 0.0000000000, propagate_forward_time: 28.3529319763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8981475830
validation[          , genome  8442] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       534.60986, best error:       534.60986 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 380.5313415527s, input_fired_time: 3.7587895393, output_fired_time: 3.9110620022, propagate_forward_time: 140.1544799805, propagate_backward_time: 227.4993896484, weight_update_time: 0.4693502486, other_time: 5.2076110840
epoch time: 29.5049533844s, input_fired_time: 0.4626058042, output_fired_time: 0.0000000000, propagate_forward_time: 28.1835422516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8588047028
validation[          , genome  8442] predictions:    9832/  10000 (98.32%), best:    9849/10000 (98.49%), error:       592.00360, best error:       534.60986 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 380.8918151855s, input_fired_time: 3.7590389252, output_fired_time: 3.8976764679, propagate_forward_time: 140.7616424561, propagate_backward_time: 227.3152923584, weight_update_time: 0.4860065579, other_time: 5.1581726074
epoch time: 27.8760585785s, input_fired_time: 0.4558197260, output_fired_time: 0.0000000000, propagate_forward_time: 26.4616565704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9585819244
validation[          , genome  8442] predictions:    9811/  10000 (98.11%), best:    9849/10000 (98.49%), error:       594.76794, best error:       534.60986 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 383.5202026367s, input_fired_time: 3.7679901123, output_fired_time: 3.9231894016, propagate_forward_time: 141.8134613037, propagate_backward_time: 228.8706512451, weight_update_time: 0.5024298429, other_time: 5.1448974609
epoch time: 29.3736114502s, input_fired_time: 0.4606325924, output_fired_time: 0.0000000000, propagate_forward_time: 28.0344810486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8784980774
validation[          , genome  8442] predictions:    9820/  10000 (98.20%), best:    9849/10000 (98.49%), error:       638.02551, best error:       534.60986 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 380.9292602539s, input_fired_time: 3.7609128952, output_fired_time: 3.8872072697, propagate_forward_time: 140.7703857422, propagate_backward_time: 227.3354644775, weight_update_time: 0.5163215399, other_time: 5.1752777100
epoch time: 29.2370223999s, input_fired_time: 0.4641536474, output_fired_time: 0.0000000000, propagate_forward_time: 27.8804473877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8924217224
validation[          , genome  8442] predictions:    9818/  10000 (98.18%), best:    9849/10000 (98.49%), error:       635.95636, best error:       534.60986 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 376.8705139160s, input_fired_time: 3.7343938351, output_fired_time: 3.8598353863, propagate_forward_time: 138.6817626953, propagate_backward_time: 225.3695068359, weight_update_time: 0.5292441845, other_time: 5.2250061035
epoch time: 28.5993576050s, input_fired_time: 0.4632516503, output_fired_time: 0.0000000000, propagate_forward_time: 27.2050495148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9310569763
validation[          , genome  8442] predictions:    9817/  10000 (98.17%), best:    9849/10000 (98.49%), error:       589.58521, best error:       534.60986 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 378.3849182129s, input_fired_time: 3.7570796013, output_fired_time: 3.8974568844, propagate_forward_time: 139.0741424561, propagate_backward_time: 226.3683166504, weight_update_time: 0.5557225943, other_time: 5.2879180908
epoch time: 29.5698833466s, input_fired_time: 0.4676154256, output_fired_time: 0.0000000000, propagate_forward_time: 28.2203979492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8818702698
validation[          , genome  8442] predictions:    9835/  10000 (98.35%), best:    9849/10000 (98.49%), error:       570.67749, best error:       534.60986 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 380.7164611816s, input_fired_time: 3.7723062038, output_fired_time: 3.8942699432, propagate_forward_time: 140.1297607422, propagate_backward_time: 227.6575622559, weight_update_time: 0.5552693605, other_time: 5.2625732422
epoch time: 29.6585636139s, input_fired_time: 0.4679074287, output_fired_time: 0.0000000000, propagate_forward_time: 28.3075218201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8831348419
validation[          , genome  8442] predictions:    9821/  10000 (98.21%), best:    9849/10000 (98.49%), error:       587.20074, best error:       534.60986 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 383.1738891602s, input_fired_time: 3.7779800892, output_fired_time: 3.8894166946, propagate_forward_time: 141.5393218994, propagate_backward_time: 228.7786865234, weight_update_time: 0.5653079152, other_time: 5.1884918213
epoch time: 29.9900341034s, input_fired_time: 0.4722881317, output_fired_time: 0.0000000000, propagate_forward_time: 28.6358737946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8818721771
validation[          , genome  8442] predictions:    9827/  10000 (98.27%), best:    9849/10000 (98.49%), error:       563.69495, best error:       534.60986 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 385.5229492188s, input_fired_time: 3.7899599075, output_fired_time: 3.9201879501, propagate_forward_time: 142.7022705078, propagate_backward_time: 229.9334259033, weight_update_time: 0.5715156794, other_time: 5.1771087646
epoch time: 29.7766838074s, input_fired_time: 0.4666825533, output_fired_time: 0.0000000000, propagate_forward_time: 28.4331855774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8768157959
validation[          , genome  8442] predictions:    9826/  10000 (98.26%), best:    9849/10000 (98.49%), error:       612.90619, best error:       534.60986 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 382.1733703613s, input_fired_time: 3.7733116150, output_fired_time: 3.9014737606, propagate_forward_time: 140.8186187744, propagate_backward_time: 228.4861450195, weight_update_time: 0.5680362582, other_time: 5.1938323975
epoch time: 29.0242614746s, input_fired_time: 0.4759725630, output_fired_time: 0.0000000000, propagate_forward_time: 27.5901966095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9580917358
validation[          , genome  8442] predictions:    9856/  10000 (98.56%), best:    9849/10000 (98.49%), error:       542.53040, best error:       534.60986 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 383.3937072754s, input_fired_time: 3.7744221687, output_fired_time: 3.9090807438, propagate_forward_time: 141.7375183105, propagate_backward_time: 228.7766418457, weight_update_time: 0.5711538196, other_time: 5.1960449219
epoch time: 29.3898715973s, input_fired_time: 0.4723621607, output_fired_time: 0.0000000000, propagate_forward_time: 27.9855232239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9319858551
validation[          , genome  8442] predictions:    9763/  10000 (97.63%), best:    9849/10000 (98.49%), error:       757.49695, best error:       534.60986 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 382.9237976074s, input_fired_time: 3.7692642212, output_fired_time: 3.8889026642, propagate_forward_time: 141.9068756104, propagate_backward_time: 228.2389526367, weight_update_time: 0.5690460801, other_time: 5.1197967529
epoch time: 29.4781303406s, input_fired_time: 0.4695347548, output_fired_time: 0.0000000000, propagate_forward_time: 28.1188526154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8897438049
validation[          , genome  8442] predictions:    9837/  10000 (98.37%), best:    9849/10000 (98.49%), error:       535.86853, best error:       534.60986 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 384.3566589355s, input_fired_time: 3.7682235241, output_fired_time: 3.9099166393, propagate_forward_time: 142.1885986328, propagate_backward_time: 229.3659973145, weight_update_time: 0.5728480816, other_time: 5.1239318848
epoch time: 28.7570877075s, input_fired_time: 0.4625432789, output_fired_time: 0.0000000000, propagate_forward_time: 27.3921508789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9023933411
validation[          , genome  8442] predictions:    9831/  10000 (98.31%), best:    9849/10000 (98.49%), error:       587.75787, best error:       534.60986 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 383.7025756836s, input_fired_time: 3.7794785500, output_fired_time: 3.9123396873, propagate_forward_time: 141.6927490234, propagate_backward_time: 229.1370086670, weight_update_time: 0.5757655501, other_time: 5.1809844971
epoch time: 29.8364124298s, input_fired_time: 0.4664104581, output_fired_time: 0.0000000000, propagate_forward_time: 28.4894466400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8805561066
validation[          , genome  8442] predictions:    9824/  10000 (98.24%), best:    9849/10000 (98.49%), error:       557.78040, best error:       534.60986 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 385.6397399902s, input_fired_time: 3.7915709019, output_fired_time: 3.9041571617, propagate_forward_time: 142.7639007568, propagate_backward_time: 230.0361328125, weight_update_time: 0.5739214420, other_time: 5.1439971924
epoch time: 29.8049488068s, input_fired_time: 0.4770213962, output_fired_time: 0.0000000000, propagate_forward_time: 28.4283046722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8996219635
validation[          , genome  8442] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       503.27094, best error:       503.27094 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 384.0261840820s, input_fired_time: 3.7892425060, output_fired_time: 3.9302265644, propagate_forward_time: 141.8183135986, propagate_backward_time: 229.2745361328, weight_update_time: 0.5738024712, other_time: 5.2138519287
epoch time: 30.3434028625s, input_fired_time: 0.4861927629, output_fired_time: 0.0000000000, propagate_forward_time: 28.9209690094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9362411499
validation[          , genome  8442] predictions:    9807/  10000 (98.07%), best:    9854/10000 (98.54%), error:       689.51324, best error:       503.27094 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 385.3285217285s, input_fired_time: 3.7827537060, output_fired_time: 3.9342975616, propagate_forward_time: 142.1139678955, propagate_backward_time: 230.3073577881, weight_update_time: 0.5774151087, other_time: 5.1901550293
epoch time: 28.9698333740s, input_fired_time: 0.4752503633, output_fired_time: 0.0000000000, propagate_forward_time: 27.5775585175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9170246124
validation[          , genome  8442] predictions:    9837/  10000 (98.37%), best:    9854/10000 (98.54%), error:       553.14331, best error:       503.27094 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 383.8662109375s, input_fired_time: 3.7764384747, output_fired_time: 3.8999161720, propagate_forward_time: 141.6113586426, propagate_backward_time: 229.3818969727, weight_update_time: 0.5727632046, other_time: 5.1966247559
epoch time: 29.7634334564s, input_fired_time: 0.4786679745, output_fired_time: 0.0000000000, propagate_forward_time: 28.3773174286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9074478149
validation[          , genome  8442] predictions:    9811/  10000 (98.11%), best:    9854/10000 (98.54%), error:       632.04742, best error:       503.27094 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 385.3486938477s, input_fired_time: 3.8137686253, output_fired_time: 3.9200692177, propagate_forward_time: 142.3146667480, propagate_backward_time: 230.0923156738, weight_update_time: 0.5735386610, other_time: 5.2078552246
epoch time: 28.2555332184s, input_fired_time: 0.4674988389, output_fired_time: 0.0000000000, propagate_forward_time: 26.8384037018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9496307373
validation[          , genome  8442] predictions:    9849/  10000 (98.49%), best:    9854/10000 (98.54%), error:       531.58887, best error:       503.27094 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 382.2003173828s, input_fired_time: 3.7799363136, output_fired_time: 3.8978452682, propagate_forward_time: 140.8396911621, propagate_backward_time: 228.4747772217, weight_update_time: 0.5709164739, other_time: 5.2080535889
epoch time: 29.9782085419s, input_fired_time: 0.4721680582, output_fired_time: 0.0000000000, propagate_forward_time: 28.6115455627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8944950104
validation[          , genome  8442] predictions:    9815/  10000 (98.15%), best:    9854/10000 (98.54%), error:       587.27332, best error:       503.27094 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 385.5816955566s, input_fired_time: 3.7910289764, output_fired_time: 3.9289674759, propagate_forward_time: 142.5466461182, propagate_backward_time: 230.1366729736, weight_update_time: 0.5731261373, other_time: 5.1784057617
epoch time: 27.7479858398s, input_fired_time: 0.4624026716, output_fired_time: 0.0000000000, propagate_forward_time: 26.3268718719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9587116241
validation[          , genome  8442] predictions:    9841/  10000 (98.41%), best:    9854/10000 (98.54%), error:       567.30493, best error:       503.27094 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 380.7621154785s, input_fired_time: 3.7648525238, output_fired_time: 3.8967335224, propagate_forward_time: 139.8635864258, propagate_backward_time: 228.0009307861, weight_update_time: 0.5695677400, other_time: 5.2360076904
epoch time: 31.0226840973s, input_fired_time: 0.4882784188, output_fired_time: 0.0000000000, propagate_forward_time: 29.6376819611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8967227936
validation[          , genome  8442] predictions:    9815/  10000 (98.15%), best:    9854/10000 (98.54%), error:       595.30463, best error:       503.27094 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 384.0220031738s, input_fired_time: 3.7968325615, output_fired_time: 3.9059193134, propagate_forward_time: 141.6267700195, propagate_backward_time: 229.4719848633, weight_update_time: 0.5692126751, other_time: 5.2204895020
epoch time: 30.0239410400s, input_fired_time: 0.4761391282, output_fired_time: 0.0000000000, propagate_forward_time: 28.6572208405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8905811310
validation[          , genome  8442] predictions:    9830/  10000 (98.30%), best:    9854/10000 (98.54%), error:       562.06531, best error:       503.27094 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 380.4463500977s, input_fired_time: 3.7858033180, output_fired_time: 3.8948132992, propagate_forward_time: 139.4875335693, propagate_backward_time: 227.9306640625, weight_update_time: 0.5713074803, other_time: 5.3475494385
epoch time: 30.1811962128s, input_fired_time: 0.4820730090, output_fired_time: 0.0000000000, propagate_forward_time: 28.8054180145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8937053680
validation[          , genome  8442] predictions:    9814/  10000 (98.14%), best:    9854/10000 (98.54%), error:       591.49670, best error:       503.27094 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 385.7919311523s, input_fired_time: 3.7810177803, output_fired_time: 3.9072759151, propagate_forward_time: 142.5917205811, propagate_backward_time: 230.3971710205, weight_update_time: 0.5705875754, other_time: 5.1147460938
epoch time: 28.0283737183s, input_fired_time: 0.4781552553, output_fired_time: 0.0000000000, propagate_forward_time: 26.5409336090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0092849731
validation[          , genome  8442] predictions:    9841/  10000 (98.41%), best:    9854/10000 (98.54%), error:       544.92493, best error:       503.27094 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 385.0736694336s, input_fired_time: 3.8193576336, output_fired_time: 3.9280612469, propagate_forward_time: 142.1731414795, propagate_backward_time: 229.8857116699, weight_update_time: 0.5744203925, other_time: 5.2673797607
epoch time: 29.1347332001s, input_fired_time: 0.4757700264, output_fired_time: 0.0000000000, propagate_forward_time: 27.7118034363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9471588135
validation[          , genome  8442] predictions:    9814/  10000 (98.14%), best:    9854/10000 (98.54%), error:       604.12909, best error:       503.27094 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 384.0188598633s, input_fired_time: 3.7864680290, output_fired_time: 3.9094405174, propagate_forward_time: 141.5700683594, propagate_backward_time: 229.5657348633, weight_update_time: 0.5688909292, other_time: 5.1871337891
epoch time: 28.3841705322s, input_fired_time: 0.4744724035, output_fired_time: 0.0000000000, propagate_forward_time: 26.9473972321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9623012543
validation[          , genome  8442] predictions:    9810/  10000 (98.10%), best:    9854/10000 (98.54%), error:       581.44696, best error:       503.27094 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 385.3196105957s, input_fired_time: 3.8024835587, output_fired_time: 3.9107654095, propagate_forward_time: 142.6573944092, propagate_backward_time: 229.8380126953, weight_update_time: 0.5721244812, other_time: 5.1109466553
epoch time: 30.0779037476s, input_fired_time: 0.4752612114, output_fired_time: 0.0000000000, propagate_forward_time: 28.7339878082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8686542511
validation[          , genome  8442] predictions:    9815/  10000 (98.15%), best:    9854/10000 (98.54%), error:       579.64642, best error:       503.27094 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 386.3878784180s, input_fired_time: 3.8200402260, output_fired_time: 3.9207499027, propagate_forward_time: 142.7168731689, propagate_backward_time: 230.7667999268, weight_update_time: 0.5729312301, other_time: 5.1634216309
epoch time: 29.5311794281s, input_fired_time: 0.4735847116, output_fired_time: 0.0000000000, propagate_forward_time: 28.1709766388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8866176605
validation[          , genome  8442] predictions:    9847/  10000 (98.47%), best:    9854/10000 (98.54%), error:       533.97101, best error:       503.27094 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 385.5998229980s, input_fired_time: 3.7767925262, output_fired_time: 3.9136157036, propagate_forward_time: 142.6109771729, propagate_backward_time: 230.1884002686, weight_update_time: 0.5702269077, other_time: 5.1100463867
epoch time: 29.8579082489s, input_fired_time: 0.4699114263, output_fired_time: 0.0000000000, propagate_forward_time: 28.5232715607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8647251129
validation[          , genome  8442] predictions:    9846/  10000 (98.46%), best:    9854/10000 (98.54%), error:       532.20709, best error:       503.27094 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 383.5434265137s, input_fired_time: 3.7789294720, output_fired_time: 3.8975236416, propagate_forward_time: 141.2273712158, propagate_backward_time: 229.4532318115, weight_update_time: 0.5694580674, other_time: 5.1863708496
epoch time: 29.8235321045s, input_fired_time: 0.4785667062, output_fired_time: 0.0000000000, propagate_forward_time: 28.4496707916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8952941895
validation[          , genome  8442] predictions:    9845/  10000 (98.45%), best:    9854/10000 (98.54%), error:       509.10880, best error:       503.27094 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 386.4084167480s, input_fired_time: 3.7887248993, output_fired_time: 3.9231045246, propagate_forward_time: 142.9578857422, propagate_backward_time: 230.6484680176, weight_update_time: 0.5713789463, other_time: 5.0902404785
epoch time: 30.5439147949s, input_fired_time: 0.4873066843, output_fired_time: 0.0000000000, propagate_forward_time: 29.1652030945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8914051056
validation[          , genome  8442] predictions:    9847/  10000 (98.47%), best:    9854/10000 (98.54%), error:       520.44855, best error:       503.27094 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 378.6931457520s, input_fired_time: 3.7758150101, output_fired_time: 3.8794734478, propagate_forward_time: 138.9389343262, propagate_backward_time: 226.7750854492, weight_update_time: 0.5722519159, other_time: 5.3238220215
epoch time: 30.0811328888s, input_fired_time: 0.4735825360, output_fired_time: 0.0000000000, propagate_forward_time: 28.7474765778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8600730896
validation[          , genome  8442] predictions:    9839/  10000 (98.39%), best:    9839/10000 (98.39%), error:       494.81659, best error:       494.81659 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 380.8648681641s, input_fired_time: 3.8076095581, output_fired_time: 3.9090690613, propagate_forward_time: 139.6435546875, propagate_backward_time: 228.1897888184, weight_update_time: 0.5726121664, other_time: 5.3148498535
epoch time: 29.5913963318s, input_fired_time: 0.4792729020, output_fired_time: 0.0000000000, propagate_forward_time: 28.2153472900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8967761993
validation[          , genome  8442] predictions:    9818/  10000 (98.18%), best:    9839/10000 (98.39%), error:       620.97198, best error:       494.81659 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 382.9467773438s, input_fired_time: 3.7920887470, output_fired_time: 3.8988301754, propagate_forward_time: 141.0670928955, propagate_backward_time: 228.9931335449, weight_update_time: 0.5709744096, other_time: 5.1956329346
epoch time: 28.2130603790s, input_fired_time: 0.4610816836, output_fired_time: 0.0000000000, propagate_forward_time: 26.8615055084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8904724121
validation[          , genome  8442] predictions:    9844/  10000 (98.44%), best:    9839/10000 (98.39%), error:       536.27515, best error:       494.81659 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 383.1878662109s, input_fired_time: 3.7849402428, output_fired_time: 3.8994567394, propagate_forward_time: 141.1182861328, propagate_backward_time: 229.2211608887, weight_update_time: 0.5686825514, other_time: 5.1640319824
epoch time: 30.3579902649s, input_fired_time: 0.4813437462, output_fired_time: 0.0000000000, propagate_forward_time: 28.9983100891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8783359528
validation[          , genome  8442] predictions:    9841/  10000 (98.41%), best:    9839/10000 (98.39%), error:       535.03180, best error:       494.81659 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 385.0517883301s, input_fired_time: 3.8029325008, output_fired_time: 3.9046878815, propagate_forward_time: 142.2604370117, propagate_backward_time: 229.9420013428, weight_update_time: 0.5693320632, other_time: 5.1417388916
epoch time: 30.1157073975s, input_fired_time: 0.4724331498, output_fired_time: 0.0000000000, propagate_forward_time: 28.7967567444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8465175629
validation[          , genome  8442] predictions:    9850/  10000 (98.50%), best:    9839/10000 (98.39%), error:       528.74274, best error:       494.81659 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 382.7999267578s, input_fired_time: 3.7899031639, output_fired_time: 3.8898191452, propagate_forward_time: 141.0570220947, propagate_backward_time: 228.8506317139, weight_update_time: 0.5704209805, other_time: 5.2125244141
epoch time: 30.6234760284s, input_fired_time: 0.4753603041, output_fired_time: 0.0000000000, propagate_forward_time: 29.2904472351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8576679230
validation[          , genome  8442] predictions:    9837/  10000 (98.37%), best:    9839/10000 (98.39%), error:       495.39200, best error:       494.81659 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 383.5639038086s, input_fired_time: 3.8052198887, output_fired_time: 3.9007353783, propagate_forward_time: 141.3230590820, propagate_backward_time: 229.3609161377, weight_update_time: 0.5715042949, other_time: 5.1739959717
epoch time: 29.4796695709s, input_fired_time: 0.4744117260, output_fired_time: 0.0000000000, propagate_forward_time: 28.1232814789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8819770813
validation[          , genome  8442] predictions:    9835/  10000 (98.35%), best:    9839/10000 (98.39%), error:       548.12634, best error:       494.81659 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 381.5453491211s, input_fired_time: 3.7946116924, output_fired_time: 3.8904242516, propagate_forward_time: 140.1251220703, propagate_backward_time: 228.4805908203, weight_update_time: 0.5702267885, other_time: 5.2546081543
epoch time: 29.4704246521s, input_fired_time: 0.4894540310, output_fired_time: 0.0000000000, propagate_forward_time: 28.0523033142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9286670685
validation[          , genome  8442] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       475.15042, best error:       475.15042 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 384.4778442383s, input_fired_time: 3.7985560894, output_fired_time: 3.9072430134, propagate_forward_time: 141.8515014648, propagate_backward_time: 229.7722473145, weight_update_time: 0.5671874881, other_time: 5.1482849121
epoch time: 28.1488571167s, input_fired_time: 0.4748040438, output_fired_time: 0.0000000000, propagate_forward_time: 26.6896934509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9843597412
validation[          , genome  8442] predictions:    9825/  10000 (98.25%), best:    9862/10000 (98.62%), error:       568.65302, best error:       475.15042 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 386.1405944824s, input_fired_time: 3.7921557426, output_fired_time: 3.9044742584, propagate_forward_time: 143.1781311035, propagate_backward_time: 230.1565093994, weight_update_time: 0.5738576651, other_time: 5.1093292236
epoch time: 30.5027694702s, input_fired_time: 0.4887586832, output_fired_time: 0.0000000000, propagate_forward_time: 29.1158885956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8981227875
validation[          , genome  8442] predictions:    9828/  10000 (98.28%), best:    9862/10000 (98.62%), error:       579.75934, best error:       475.15042 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 384.4779052734s, input_fired_time: 3.7930595875, output_fired_time: 3.9027128220, propagate_forward_time: 142.2848968506, propagate_backward_time: 229.4091644287, weight_update_time: 0.5704256296, other_time: 5.0880737305
epoch time: 29.9885921478s, input_fired_time: 0.4770554006, output_fired_time: 0.0000000000, propagate_forward_time: 28.6354503632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8760871887
validation[          , genome  8442] predictions:    9856/  10000 (98.56%), best:    9862/10000 (98.62%), error:       513.23840, best error:       475.15042 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 384.5539245605s, input_fired_time: 3.8390393257, output_fired_time: 3.9116067886, propagate_forward_time: 141.6300201416, propagate_backward_time: 229.9154510498, weight_update_time: 0.5699040294, other_time: 5.2577819824
epoch time: 29.7644596100s, input_fired_time: 0.4742251635, output_fired_time: 0.0000000000, propagate_forward_time: 28.4112739563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8789596558
validation[          , genome  8442] predictions:    9842/  10000 (98.42%), best:    9862/10000 (98.62%), error:       526.33746, best error:       475.15042 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 385.4590148926s, input_fired_time: 3.7886428833, output_fired_time: 3.9105391502, propagate_forward_time: 142.3571624756, propagate_backward_time: 230.3076324463, weight_update_time: 0.5660779476, other_time: 5.0950317383
epoch time: 28.8516635895s, input_fired_time: 0.4783185124, output_fired_time: 0.0000000000, propagate_forward_time: 27.4205074310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9528369904
validation[          , genome  8442] predictions:    9816/  10000 (98.16%), best:    9862/10000 (98.62%), error:       624.09711, best error:       475.15042 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 385.7164916992s, input_fired_time: 3.8182380199, output_fired_time: 3.9055919647, propagate_forward_time: 142.8313140869, propagate_backward_time: 230.0408020020, weight_update_time: 0.5712189674, other_time: 5.1205596924
epoch time: 30.6529197693s, input_fired_time: 0.4862806201, output_fired_time: 0.0000000000, propagate_forward_time: 29.2946529388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8719863892
validation[          , genome  8442] predictions:    9846/  10000 (98.46%), best:    9862/10000 (98.62%), error:       512.21405, best error:       475.15042 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 386.9843444824s, input_fired_time: 3.8487784863, output_fired_time: 3.9375710487, propagate_forward_time: 142.6335296631, propagate_backward_time: 231.3735198975, weight_update_time: 0.5737307668, other_time: 5.1909484863
epoch time: 29.3666172028s, input_fired_time: 0.4859976768, output_fired_time: 0.0000000000, propagate_forward_time: 27.9396133423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9410057068
validation[          , genome  8442] predictions:    9858/  10000 (98.58%), best:    9862/10000 (98.62%), error:       480.10855, best error:       475.15042 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 387.5390014648s, input_fired_time: 3.8370368481, output_fired_time: 3.9357736111, propagate_forward_time: 143.4205932617, propagate_backward_time: 231.2440643311, weight_update_time: 0.5694844127, other_time: 5.1015472412
epoch time: 29.5816249847s, input_fired_time: 0.4789067209, output_fired_time: 0.0000000000, propagate_forward_time: 28.2155513763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8871669769
validation[          , genome  8442] predictions:    9823/  10000 (98.23%), best:    9862/10000 (98.62%), error:       557.14136, best error:       475.15042 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 386.1722106934s, input_fired_time: 3.8217248917, output_fired_time: 3.9079921246, propagate_forward_time: 142.7917175293, propagate_backward_time: 230.4895935059, weight_update_time: 0.5774917603, other_time: 5.1611938477
epoch time: 29.5207748413s, input_fired_time: 0.4786573350, output_fired_time: 0.0000000000, propagate_forward_time: 28.1192874908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9228305817
validation[          , genome  8442] predictions:    9841/  10000 (98.41%), best:    9862/10000 (98.62%), error:       509.15771, best error:       475.15042 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 383.8028869629s, input_fired_time: 3.7979938984, output_fired_time: 3.9043612480, propagate_forward_time: 141.4117431641, propagate_backward_time: 229.5010986328, weight_update_time: 0.5679156780, other_time: 5.1876831055
epoch time: 29.9236736298s, input_fired_time: 0.4763171077, output_fired_time: 0.0000000000, propagate_forward_time: 28.5596332550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8877239227
validation[          , genome  8442] predictions:    9840/  10000 (98.40%), best:    9862/10000 (98.62%), error:       514.61737, best error:       475.15042 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 383.8976745605s, input_fired_time: 3.7946739197, output_fired_time: 3.8843140602, propagate_forward_time: 141.7355194092, propagate_backward_time: 229.3638916016, weight_update_time: 0.5678898096, other_time: 5.1192779541
epoch time: 29.7713165283s, input_fired_time: 0.4835200012, output_fired_time: 0.0000000000, propagate_forward_time: 28.3926124573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8951835632
validation[          , genome  8442] predictions:    9790/  10000 (97.90%), best:    9862/10000 (98.62%), error:       634.54590, best error:       475.15042 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 384.9602050781s, input_fired_time: 3.8237755299, output_fired_time: 3.9158029556, propagate_forward_time: 142.0657043457, propagate_backward_time: 229.9580993652, weight_update_time: 0.5709022880, other_time: 5.1968383789
epoch time: 29.4102821350s, input_fired_time: 0.4769513607, output_fired_time: 0.0000000000, propagate_forward_time: 28.0255622864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9077682495
validation[          , genome  8442] predictions:    9855/  10000 (98.55%), best:    9862/10000 (98.62%), error:       486.88101, best error:       475.15042 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 386.3928222656s, input_fired_time: 3.8062131405, output_fired_time: 3.9056670666, propagate_forward_time: 142.9924316406, propagate_backward_time: 230.6144714355, weight_update_time: 0.5674583316, other_time: 5.0740356445
epoch time: 29.6855602264s, input_fired_time: 0.4770813286, output_fired_time: 0.0000000000, propagate_forward_time: 28.3264141083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8820648193
validation[          , genome  8442] predictions:    9859/  10000 (98.59%), best:    9862/10000 (98.62%), error:       476.25137, best error:       475.15042 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 388.6106872559s, input_fired_time: 3.8136858940, output_fired_time: 3.9212608337, propagate_forward_time: 143.9880371094, propagate_backward_time: 231.8285369873, weight_update_time: 0.5695994496, other_time: 5.0591583252
epoch time: 30.6806201935s, input_fired_time: 0.5045918226, output_fired_time: 0.0000000000, propagate_forward_time: 29.2565822601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9194469452
validation[          , genome  8442] predictions:    9863/  10000 (98.63%), best:    9862/10000 (98.62%), error:       484.44034, best error:       475.15042 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 384.3106079102s, input_fired_time: 3.8360381126, output_fired_time: 3.9071726799, propagate_forward_time: 141.4995574951, propagate_backward_time: 229.8233947754, weight_update_time: 0.5732106566, other_time: 5.2444610596
epoch time: 27.9710521698s, input_fired_time: 0.4891523719, output_fired_time: 0.0000000000, propagate_forward_time: 26.4888782501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9930210114
validation[          , genome  8442] predictions:    9848/  10000 (98.48%), best:    9862/10000 (98.62%), error:       519.44586, best error:       475.15042 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 382.8663024902s, input_fired_time: 3.7892012596, output_fired_time: 3.8839561939, propagate_forward_time: 141.0787963867, propagate_backward_time: 228.9912719727, weight_update_time: 0.5670704246, other_time: 5.1230773926
epoch time: 29.9695777893s, input_fired_time: 0.4836468101, output_fired_time: 0.0000000000, propagate_forward_time: 28.5762081146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9097232819
validation[          , genome  8442] predictions:    9856/  10000 (98.56%), best:    9862/10000 (98.62%), error:       486.62656, best error:       475.15042 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 384.7047424316s, input_fired_time: 3.8313210011, output_fired_time: 3.9157018661, propagate_forward_time: 141.6657104492, propagate_backward_time: 230.0769042969, weight_update_time: 0.5725188255, other_time: 5.2150878906
epoch time: 30.0333347321s, input_fired_time: 0.4884520769, output_fired_time: 0.0000000000, propagate_forward_time: 28.6438484192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9010334015
validation[          , genome  8442] predictions:    9848/  10000 (98.48%), best:    9862/10000 (98.62%), error:       519.84857, best error:       475.15042 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 385.0466918945s, input_fired_time: 3.8478033543, output_fired_time: 3.9190537930, propagate_forward_time: 141.8118286133, propagate_backward_time: 230.1988067627, weight_update_time: 0.5729883909, other_time: 5.2691802979
epoch time: 30.1547412872s, input_fired_time: 0.4766853750, output_fired_time: 0.0000000000, propagate_forward_time: 28.8208904266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8571662903
validation[          , genome  8442] predictions:    9843/  10000 (98.43%), best:    9862/10000 (98.62%), error:       542.24670, best error:       475.15042 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 385.5802917480s, input_fired_time: 3.8226020336, output_fired_time: 3.9154317379, propagate_forward_time: 142.4339904785, propagate_backward_time: 230.2385559082, weight_update_time: 0.5706846118, other_time: 5.1697082520
epoch time: 29.7670726776s, input_fired_time: 0.4770943522, output_fired_time: 0.0000000000, propagate_forward_time: 28.4080276489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8819503784
validation[          , genome  8442] predictions:    9858/  10000 (98.58%), best:    9862/10000 (98.62%), error:       509.64749, best error:       475.15042 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 386.0724487305s, input_fired_time: 3.7965316772, output_fired_time: 3.8986203671, propagate_forward_time: 142.7422943115, propagate_backward_time: 230.5733032227, weight_update_time: 0.5693135262, other_time: 5.0616912842
epoch time: 30.0170269012s, input_fired_time: 0.4803641438, output_fired_time: 0.0000000000, propagate_forward_time: 28.6688346863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8678283691
validation[          , genome  8442] predictions:    9816/  10000 (98.16%), best:    9862/10000 (98.62%), error:       630.50153, best error:       475.15042 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 388.2505187988s, input_fired_time: 3.8150002956, output_fired_time: 3.9312183857, propagate_forward_time: 143.7072601318, propagate_backward_time: 231.6928405762, weight_update_time: 0.5687095523, other_time: 5.1042022705
epoch time: 30.4993877411s, input_fired_time: 0.4836153090, output_fired_time: 0.0000000000, propagate_forward_time: 29.1382732391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8774986267
validation[          , genome  8442] predictions:    9846/  10000 (98.46%), best:    9862/10000 (98.62%), error:       488.93256, best error:       475.15042 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 383.5125427246s, input_fired_time: 3.8189644814, output_fired_time: 3.9140629768, propagate_forward_time: 140.7237396240, propagate_backward_time: 229.7813415527, weight_update_time: 0.5713277459, other_time: 5.2744293213
epoch time: 30.6275539398s, input_fired_time: 0.4928997457, output_fired_time: 0.0000000000, propagate_forward_time: 29.2277088165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9069461823
validation[          , genome  8442] predictions:    9833/  10000 (98.33%), best:    9862/10000 (98.62%), error:       512.84747, best error:       475.15042 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 379.3135375977s, input_fired_time: 3.7880713940, output_fired_time: 3.8764457703, propagate_forward_time: 138.7856597900, propagate_backward_time: 227.5484008789, weight_update_time: 0.5647255182, other_time: 5.3149566650
epoch time: 30.6197948456s, input_fired_time: 0.4941409826, output_fired_time: 0.0000000000, propagate_forward_time: 29.2269592285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8986949921
validation[          , genome  8442] predictions:    9856/  10000 (98.56%), best:    9862/10000 (98.62%), error:       484.91550, best error:       475.15042 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 384.9680480957s, input_fired_time: 3.8340787888, output_fired_time: 3.9059503078, propagate_forward_time: 141.8980102539, propagate_backward_time: 230.1627044678, weight_update_time: 0.5743364096, other_time: 5.1673126221
epoch time: 29.9025535583s, input_fired_time: 0.4798909724, output_fired_time: 0.0000000000, propagate_forward_time: 28.5524711609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8701915741
validation[          , genome  8442] predictions:    9842/  10000 (98.42%), best:    9862/10000 (98.62%), error:       529.00916, best error:       475.15042 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 385.3537902832s, input_fired_time: 3.8260755539, output_fired_time: 3.9006061554, propagate_forward_time: 142.7607421875, propagate_backward_time: 229.7413024902, weight_update_time: 0.5695440173, other_time: 5.1250610352
epoch time: 30.1277370453s, input_fired_time: 0.4768125713, output_fired_time: 0.0000000000, propagate_forward_time: 28.7973575592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8535671234
validation[          , genome  8442] predictions:    9852/  10000 (98.52%), best:    9862/10000 (98.62%), error:       501.97067, best error:       475.15042 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 386.0851135254s, input_fired_time: 3.8258395195, output_fired_time: 3.9143106937, propagate_forward_time: 142.6014862061, propagate_backward_time: 230.6004333496, weight_update_time: 0.5699198842, other_time: 5.1430511475
epoch time: 30.1543560028s, input_fired_time: 0.4777814746, output_fired_time: 0.0000000000, propagate_forward_time: 28.8091945648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8673801422
validation[          , genome  8442] predictions:    9848/  10000 (98.48%), best:    9862/10000 (98.62%), error:       489.45715, best error:       475.15042 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 384.6427917480s, input_fired_time: 3.8131034374, output_fired_time: 3.8967676163, propagate_forward_time: 141.9701690674, propagate_backward_time: 229.8230285645, weight_update_time: 0.5690026283, other_time: 5.1397247314
epoch time: 29.5479545593s, input_fired_time: 0.4785948396, output_fired_time: 0.0000000000, propagate_forward_time: 28.1712532043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8981056213
validation[          , genome  8442] predictions:    9860/  10000 (98.60%), best:    9862/10000 (98.62%), error:       517.50476, best error:       475.15042 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 386.9349365234s, input_fired_time: 3.8305525780, output_fired_time: 3.9099442959, propagate_forward_time: 143.2831878662, propagate_backward_time: 230.7826690674, weight_update_time: 0.5722626448, other_time: 5.1285705566
epoch time: 30.2718067169s, input_fired_time: 0.4846554995, output_fired_time: 0.0000000000, propagate_forward_time: 28.9099941254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8771572113
validation[          , genome  8442] predictions:    9848/  10000 (98.48%), best:    9862/10000 (98.62%), error:       496.64334, best error:       475.15042 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 384.1597900391s, input_fired_time: 3.8273851871, output_fired_time: 3.9049396515, propagate_forward_time: 141.5606079102, propagate_backward_time: 229.6767425537, weight_update_time: 0.5687738657, other_time: 5.1901092529
epoch time: 29.8748493195s, input_fired_time: 0.4988890290, output_fired_time: 0.0000000000, propagate_forward_time: 28.4439983368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9319610596
validation[          , genome  8442] predictions:    9860/  10000 (98.60%), best:    9862/10000 (98.62%), error:       490.94806, best error:       475.15042 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 383.9905700684s, input_fired_time: 3.8309726715, output_fired_time: 3.8998920918, propagate_forward_time: 141.5771636963, propagate_backward_time: 229.4901275635, weight_update_time: 0.5689606071, other_time: 5.1924133301
epoch time: 27.3128604889s, input_fired_time: 0.4872897863, output_fired_time: 0.0000000000, propagate_forward_time: 25.7483177185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0772533417
validation[          , genome  8442] predictions:    9859/  10000 (98.59%), best:    9862/10000 (98.62%), error:       504.20859, best error:       475.15042 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 384.7525939941s, input_fired_time: 3.8200800419, output_fired_time: 3.9044642448, propagate_forward_time: 141.8336639404, propagate_backward_time: 230.0475769043, weight_update_time: 0.5679529309, other_time: 5.1468353271
epoch time: 30.1690959930s, input_fired_time: 0.4855897725, output_fired_time: 0.0000000000, propagate_forward_time: 28.8137378693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8697681427
validation[          , genome  8442] predictions:    9831/  10000 (98.31%), best:    9862/10000 (98.62%), error:       572.68414, best error:       475.15042 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 385.3167724609s, input_fired_time: 3.8378961086, output_fired_time: 3.9236178398, propagate_forward_time: 142.0021514893, propagate_backward_time: 230.3672637939, weight_update_time: 0.5709856153, other_time: 5.1858520508
epoch time: 30.3608760834s, input_fired_time: 0.4898360372, output_fired_time: 0.0000000000, propagate_forward_time: 28.9769592285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8940811157
validation[          , genome  8442] predictions:    9847/  10000 (98.47%), best:    9862/10000 (98.62%), error:       496.91528, best error:       475.15042 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 385.9461669922s, input_fired_time: 3.8188822269, output_fired_time: 3.9151930809, propagate_forward_time: 142.6312866211, propagate_backward_time: 230.4432220459, weight_update_time: 0.5681684613, other_time: 5.1375885010
epoch time: 30.5456981659s, input_fired_time: 0.4954429865, output_fired_time: 0.0000000000, propagate_forward_time: 29.1481533051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9021015167
validation[          , genome  8442] predictions:    9830/  10000 (98.30%), best:    9862/10000 (98.62%), error:       559.11389, best error:       475.15042 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 386.0632629395s, input_fired_time: 3.8328335285, output_fired_time: 3.9185435772, propagate_forward_time: 142.5795593262, propagate_backward_time: 230.5874481201, weight_update_time: 0.5715198517, other_time: 5.1448822021
epoch time: 30.5318183899s, input_fired_time: 0.4801757336, output_fired_time: 0.0000000000, propagate_forward_time: 29.1975975037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8540458679
validation[          , genome  8442] predictions:    9838/  10000 (98.38%), best:    9862/10000 (98.62%), error:       520.96802, best error:       475.15042 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 383.9861755371s, input_fired_time: 3.8373343945, output_fired_time: 3.9083175659, propagate_forward_time: 141.3527679443, propagate_backward_time: 229.6711120605, weight_update_time: 0.5721949339, other_time: 5.2166290283
epoch time: 28.6823902130s, input_fired_time: 0.4850139320, output_fired_time: 0.0000000000, propagate_forward_time: 27.2550029755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9423732758
validation[          , genome  8442] predictions:    9858/  10000 (98.58%), best:    9862/10000 (98.62%), error:       479.31784, best error:       475.15042 on epoch:    65, 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: 148.1147155762s, input_fired_time: 2.4133906364, output_fired_time: 0.0000000000, propagate_forward_time: 141.0425262451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6587982178
best training[          , genome  8442] predictions:   49928/  50000 (99.86%), best:    9862/10000 (98.62%), error:       501.86603, best error:       475.15042 on epoch:    65, 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: 30.1207160950s, input_fired_time: 0.4708273411, output_fired_time: 0.0000000000, propagate_forward_time: 28.7946891785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8551998138
   testing[          , genome  8442] predictions:    9867/  10000 (98.67%), best:    9862/10000 (98.62%), error:       450.54980, best error:       475.15042 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:12:16 (4192): called boinc_finish(0)

</stderr_txt>
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