Nameexact_genome_1512568488_43_7092_0
Workunit2606758
Created7 Dec 2017, 23:49:21 UTC
Sent7 Dec 2017, 23:55:55 UTC
Report deadline25 Dec 2017, 16:48:21 UTC
Received10 Dec 2017, 6:45:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47248
Run time9 hours 7 min 5 sec
CPU time8 hours 2 min 45 sec
Validate stateValid
Credit4,425.77
Device peak FLOPS2.62 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.38 MB
Peak swap size162.14 MB
Peak disk usage2.85 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 249.2986907959s, input_fired_time: 2.6608927250, output_fired_time: 2.3911333084, propagate_forward_time: 94.8273086548, propagate_backward_time: 145.9467620850, weight_update_time: 0.2231616080, other_time: 3.4726104736
epoch time: 19.5895557404s, input_fired_time: 0.3196991682, output_fired_time: 0.0000000000, propagate_forward_time: 18.6496543884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6202030182
validation[          , genome  7092] predictions:    9759/  10000 (97.59%), best:    9795/10000 (97.95%), error:       782.23456, best error:       700.43286 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 251.1179351807s, input_fired_time: 2.6793010235, output_fired_time: 2.4261467457, propagate_forward_time: 95.4997253418, propagate_backward_time: 147.0201568604, weight_update_time: 0.2236220390, other_time: 3.4925994873
epoch time: 20.0620479584s, input_fired_time: 0.3266489506, output_fired_time: 0.0000000000, propagate_forward_time: 19.1083755493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6270236969
validation[          , genome  7092] predictions:    9733/  10000 (97.33%), best:    9795/10000 (97.95%), error:       855.04480, best error:       700.43286 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 250.2628936768s, input_fired_time: 2.6668505669, output_fired_time: 2.4193699360, propagate_forward_time: 94.8001708984, propagate_backward_time: 146.8931732178, weight_update_time: 0.2244383991, other_time: 3.4833221436
epoch time: 19.6880359650s, input_fired_time: 0.3227545917, output_fired_time: 0.0000000000, propagate_forward_time: 18.7367725372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6285095215
validation[          , genome  7092] predictions:    9747/  10000 (97.47%), best:    9795/10000 (97.95%), error:       768.22571, best error:       700.43286 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 251.7304534912s, input_fired_time: 2.6758332253, output_fired_time: 2.4182016850, propagate_forward_time: 95.4169006348, propagate_backward_time: 147.7164154053, weight_update_time: 0.2265626341, other_time: 3.5031127930
epoch time: 20.2292633057s, input_fired_time: 0.3269368112, output_fired_time: 0.0000000000, propagate_forward_time: 19.2726535797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296730042
validation[          , genome  7092] predictions:    9762/  10000 (97.62%), best:    9795/10000 (97.95%), error:       701.80011, best error:       700.43286 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 255.8153991699s, input_fired_time: 2.7036275864, output_fired_time: 2.4334318638, propagate_forward_time: 97.0009155273, propagate_backward_time: 150.1032409668, weight_update_time: 0.2303960472, other_time: 3.5741882324
epoch time: 19.6028194427s, input_fired_time: 0.3245045543, output_fired_time: 0.0000000000, propagate_forward_time: 18.6580276489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6202869415
validation[          , genome  7092] predictions:    9758/  10000 (97.58%), best:    9795/10000 (97.95%), error:       778.34943, best error:       700.43286 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 250.4122467041s, input_fired_time: 2.6749663353, output_fired_time: 2.4027905464, propagate_forward_time: 95.2371902466, propagate_backward_time: 146.6184234619, weight_update_time: 0.2231656611, other_time: 3.4788665771
epoch time: 19.5415153503s, input_fired_time: 0.3207147121, output_fired_time: 0.0000000000, propagate_forward_time: 18.6064472198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6143531799
validation[          , genome  7092] predictions:    9710/  10000 (97.10%), best:    9795/10000 (97.95%), error:       893.75128, best error:       700.43286 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 251.3946075439s, input_fired_time: 2.6754326820, output_fired_time: 2.4025330544, propagate_forward_time: 95.1937026978, propagate_backward_time: 147.6198883057, weight_update_time: 0.2257084250, other_time: 3.5030670166
epoch time: 19.4833507538s, input_fired_time: 0.3207003772, output_fired_time: 0.0000000000, propagate_forward_time: 18.5445251465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6181259155
validation[          , genome  7092] predictions:    9770/  10000 (97.70%), best:    9795/10000 (97.95%), error:       711.90588, best error:       700.43286 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 250.8442840576s, input_fired_time: 2.6780726910, output_fired_time: 2.3948359489, propagate_forward_time: 95.3604278564, propagate_backward_time: 146.9021148682, weight_update_time: 0.2263092250, other_time: 3.5088348389
epoch time: 19.7247390747s, input_fired_time: 0.3226397932, output_fired_time: 0.0000000000, propagate_forward_time: 18.7846965790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6174030304
validation[          , genome  7092] predictions:    9746/  10000 (97.46%), best:    9795/10000 (97.95%), error:       786.97168, best error:       700.43286 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 251.2176818848s, input_fired_time: 2.6788477898, output_fired_time: 2.4062972069, propagate_forward_time: 95.3774566650, propagate_backward_time: 147.2525329590, weight_update_time: 0.2260868698, other_time: 3.5025482178
epoch time: 20.0467433929s, input_fired_time: 0.3254429400, output_fired_time: 0.0000000000, propagate_forward_time: 19.0909500122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6303501129
validation[          , genome  7092] predictions:    9726/  10000 (97.26%), best:    9795/10000 (97.95%), error:       868.75446, best error:       700.43286 on epoch:    14, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 252.8715515137s, input_fired_time: 2.6941699982, output_fired_time: 2.4125995636, propagate_forward_time: 96.5553436279, propagate_backward_time: 147.6848297119, weight_update_time: 0.2273842692, other_time: 3.5246124268
epoch time: 19.5967750549s, input_fired_time: 0.3221446276, output_fired_time: 0.0000000000, propagate_forward_time: 18.6576366425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169929504
validation[          , genome  7092] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       682.17120, best error:       682.17120 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 249.4108734131s, input_fired_time: 2.6622695923, output_fired_time: 2.3841295242, propagate_forward_time: 94.1261444092, propagate_backward_time: 146.7746276855, weight_update_time: 0.2231031656, other_time: 3.4636993408
epoch time: 20.1916389465s, input_fired_time: 0.3295543492, output_fired_time: 0.0000000000, propagate_forward_time: 19.2323455811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6297397614
validation[          , genome  7092] predictions:    9786/  10000 (97.86%), best:    9793/10000 (97.93%), error:       683.38013, best error:       682.17120 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 251.0382995605s, input_fired_time: 2.6776118279, output_fired_time: 2.4041178226, propagate_forward_time: 95.1038589478, propagate_backward_time: 147.3567504883, weight_update_time: 0.2253622562, other_time: 3.4959716797
epoch time: 20.0029163361s, input_fired_time: 0.3280732930, output_fired_time: 0.0000000000, propagate_forward_time: 19.0460987091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287441254
validation[          , genome  7092] predictions:    9784/  10000 (97.84%), best:    9793/10000 (97.93%), error:       713.91040, best error:       682.17120 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 249.0825195313s, input_fired_time: 2.6688187122, output_fired_time: 2.4058465958, propagate_forward_time: 94.4818344116, propagate_backward_time: 146.0591583252, weight_update_time: 0.2232424021, other_time: 3.4668426514
epoch time: 19.9514179230s, input_fired_time: 0.3269511163, output_fired_time: 0.0000000000, propagate_forward_time: 18.9934997559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309661865
validation[          , genome  7092] predictions:    9776/  10000 (97.76%), best:    9793/10000 (97.93%), error:       693.48773, best error:       682.17120 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 252.5117645264s, input_fired_time: 2.7032027245, output_fired_time: 2.4247050285, propagate_forward_time: 95.5135345459, propagate_backward_time: 148.3630065918, weight_update_time: 0.2261360884, other_time: 3.5073242188
epoch time: 20.0834121704s, input_fired_time: 0.3264840841, output_fired_time: 0.0000000000, propagate_forward_time: 19.1263580322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6305694580
validation[          , genome  7092] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       618.57227, best error:       618.57227 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 254.0524444580s, input_fired_time: 2.7000098228, output_fired_time: 2.4222433567, propagate_forward_time: 96.4274749756, propagate_backward_time: 148.9720153809, weight_update_time: 0.2301737517, other_time: 3.5307006836
epoch time: 19.9381141663s, input_fired_time: 0.3267883658, output_fired_time: 0.0000000000, propagate_forward_time: 18.9843463898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269798279
validation[          , genome  7092] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       713.06287, best error:       618.57227 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 250.3952789307s, input_fired_time: 2.6822962761, output_fired_time: 2.4120788574, propagate_forward_time: 94.8706436157, propagate_backward_time: 146.9446563721, weight_update_time: 0.2256642282, other_time: 3.4856109619
epoch time: 19.8063240051s, input_fired_time: 0.3258495331, output_fired_time: 0.0000000000, propagate_forward_time: 18.8670711517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6134033203
validation[          , genome  7092] predictions:    9747/  10000 (97.47%), best:    9800/10000 (98.00%), error:       777.61462, best error:       618.57227 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 251.4098052979s, input_fired_time: 2.6884288788, output_fired_time: 2.4156041145, propagate_forward_time: 95.3697204590, propagate_backward_time: 147.4425659180, weight_update_time: 0.2251997888, other_time: 3.4934844971
epoch time: 19.5621967316s, input_fired_time: 0.3232631683, output_fired_time: 0.0000000000, propagate_forward_time: 18.6202354431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186981201
validation[          , genome  7092] predictions:    9796/  10000 (97.96%), best:    9800/10000 (98.00%), error:       657.82697, best error:       618.57227 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 249.7476806641s, input_fired_time: 2.6691455841, output_fired_time: 2.3971273899, propagate_forward_time: 94.1600570679, propagate_backward_time: 147.0429687500, weight_update_time: 0.2241669148, other_time: 3.4783935547
epoch time: 19.9562301636s, input_fired_time: 0.3284897208, output_fired_time: 0.0000000000, propagate_forward_time: 18.9994983673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6282424927
validation[          , genome  7092] predictions:    9787/  10000 (97.87%), best:    9800/10000 (98.00%), error:       684.16583, best error:       618.57227 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 252.4862670898s, input_fired_time: 2.6988615990, output_fired_time: 2.4349775314, propagate_forward_time: 96.0400085449, propagate_backward_time: 147.8179931641, weight_update_time: 0.2251716852, other_time: 3.4944152832
epoch time: 20.0789031982s, input_fired_time: 0.3279727697, output_fired_time: 0.0000000000, propagate_forward_time: 19.1297016144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6212291718
validation[          , genome  7092] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       589.20764, best error:       589.20764 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 253.1893157959s, input_fired_time: 2.7131726742, output_fired_time: 2.4324026108, propagate_forward_time: 96.6062164307, propagate_backward_time: 147.9404754639, weight_update_time: 0.2258030623, other_time: 3.4970550537
epoch time: 19.6158466339s, input_fired_time: 0.3245440125, output_fired_time: 0.0000000000, propagate_forward_time: 18.6708164215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204853058
validation[          , genome  7092] predictions:    9766/  10000 (97.66%), best:    9818/10000 (98.18%), error:       703.05579, best error:       589.20764 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 251.6948852539s, input_fired_time: 2.7047820091, output_fired_time: 2.4119644165, propagate_forward_time: 95.9921264648, propagate_backward_time: 147.0898132324, weight_update_time: 0.2256858945, other_time: 3.4961853027
epoch time: 19.8290729523s, input_fired_time: 0.3253024518, output_fired_time: 0.0000000000, propagate_forward_time: 18.8796710968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6240997314
validation[          , genome  7092] predictions:    9767/  10000 (97.67%), best:    9818/10000 (98.18%), error:       724.56622, best error:       589.20764 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 250.9287872314s, input_fired_time: 2.6918742657, output_fired_time: 2.4099705219, propagate_forward_time: 95.0880279541, propagate_backward_time: 147.2924346924, weight_update_time: 0.2209593207, other_time: 3.4464721680
epoch time: 19.9189834595s, input_fired_time: 0.3283288777, output_fired_time: 0.0000000000, propagate_forward_time: 18.9638710022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6267833710
validation[          , genome  7092] predictions:    9760/  10000 (97.60%), best:    9818/10000 (98.18%), error:       794.42169, best error:       589.20764 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 249.3284759521s, input_fired_time: 2.6735363007, output_fired_time: 2.4057376385, propagate_forward_time: 93.9070587158, propagate_backward_time: 146.8580017090, weight_update_time: 0.2239282578, other_time: 3.4841461182
epoch time: 20.1160011292s, input_fired_time: 0.3301243782, output_fired_time: 0.0000000000, propagate_forward_time: 19.1599235535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6259536743
validation[          , genome  7092] predictions:    9732/  10000 (97.32%), best:    9818/10000 (98.18%), error:       792.87689, best error:       589.20764 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 252.5678405762s, input_fired_time: 2.6959068775, output_fired_time: 2.4272944927, propagate_forward_time: 95.5446472168, propagate_backward_time: 148.3884277344, weight_update_time: 0.2270015925, other_time: 3.5115661621
epoch time: 20.2056331635s, input_fired_time: 0.3304341733, output_fired_time: 0.0000000000, propagate_forward_time: 19.2470741272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281242371
validation[          , genome  7092] predictions:    9737/  10000 (97.37%), best:    9818/10000 (98.18%), error:       803.14697, best error:       589.20764 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 253.6057128906s, input_fired_time: 2.7040514946, output_fired_time: 2.4341080189, propagate_forward_time: 95.9116516113, propagate_backward_time: 149.0613861084, weight_update_time: 0.2265892923, other_time: 3.4945068359
epoch time: 20.2684116364s, input_fired_time: 0.3317735195, output_fired_time: 0.0000000000, propagate_forward_time: 19.3037395477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6328983307
validation[          , genome  7092] predictions:    9742/  10000 (97.42%), best:    9818/10000 (98.18%), error:       899.06702, best error:       589.20764 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 251.9651794434s, input_fired_time: 2.7124032974, output_fired_time: 2.4243578911, propagate_forward_time: 96.0451889038, propagate_backward_time: 147.2875213623, weight_update_time: 0.2258958817, other_time: 3.4957122803
epoch time: 19.8551006317s, input_fired_time: 0.3275452256, output_fired_time: 0.0000000000, propagate_forward_time: 18.9058380127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217174530
validation[          , genome  7092] predictions:    9731/  10000 (97.31%), best:    9818/10000 (98.18%), error:       824.12897, best error:       589.20764 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 251.3626861572s, input_fired_time: 2.6931104660, output_fired_time: 2.4046142101, propagate_forward_time: 95.2127761841, propagate_backward_time: 147.5527038574, weight_update_time: 0.2258779407, other_time: 3.4994812012
epoch time: 19.9329967499s, input_fired_time: 0.3290933967, output_fired_time: 0.0000000000, propagate_forward_time: 18.9767799377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271228790
validation[          , genome  7092] predictions:    9772/  10000 (97.72%), best:    9818/10000 (98.18%), error:       757.70355, best error:       589.20764 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 250.9224548340s, input_fired_time: 2.6943826675, output_fired_time: 2.4043381214, propagate_forward_time: 95.0794677734, propagate_backward_time: 147.2738342285, weight_update_time: 0.2240050733, other_time: 3.4704284668
epoch time: 20.2315521240s, input_fired_time: 0.3320747316, output_fired_time: 0.0000000000, propagate_forward_time: 19.2659416199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6335353851
validation[          , genome  7092] predictions:    9784/  10000 (97.84%), best:    9818/10000 (98.18%), error:       697.94189, best error:       589.20764 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 253.2963714600s, input_fired_time: 2.6995246410, output_fired_time: 2.4249572754, propagate_forward_time: 95.6571960449, propagate_backward_time: 149.0039520264, weight_update_time: 0.2275844216, other_time: 3.5107421875
epoch time: 19.9232444763s, input_fired_time: 0.3288835585, output_fired_time: 0.0000000000, propagate_forward_time: 18.9701347351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6242256165
validation[          , genome  7092] predictions:    9811/  10000 (98.11%), best:    9818/10000 (98.18%), error:       651.99072, best error:       589.20764 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 253.2024078369s, input_fired_time: 2.7215020657, output_fired_time: 2.4364671707, propagate_forward_time: 96.5406570435, propagate_backward_time: 148.0171813965, weight_update_time: 0.2244829386, other_time: 3.4866027832
epoch time: 19.8368148804s, input_fired_time: 0.3298432827, output_fired_time: 0.0000000000, propagate_forward_time: 18.8879222870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190490723
validation[          , genome  7092] predictions:    9792/  10000 (97.92%), best:    9818/10000 (98.18%), error:       657.41870, best error:       589.20764 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 252.9271240234s, input_fired_time: 2.7080242634, output_fired_time: 2.4249978065, propagate_forward_time: 95.6590042114, propagate_backward_time: 148.6125335693, weight_update_time: 0.2277103513, other_time: 3.5225677490
epoch time: 19.9560642242s, input_fired_time: 0.3313776851, output_fired_time: 0.0000000000, propagate_forward_time: 19.0025997162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220874786
validation[          , genome  7092] predictions:    9784/  10000 (97.84%), best:    9818/10000 (98.18%), error:       699.16766, best error:       589.20764 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 249.8214416504s, input_fired_time: 2.6885647774, output_fired_time: 2.3958163261, propagate_forward_time: 94.5904693604, propagate_backward_time: 146.6812286377, weight_update_time: 0.2223497033, other_time: 3.4653625488
epoch time: 19.7418079376s, input_fired_time: 0.3292737603, output_fired_time: 0.0000000000, propagate_forward_time: 18.7870883942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6254463196
validation[          , genome  7092] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       652.24738, best error:       589.20764 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 252.1506500244s, input_fired_time: 2.7079148293, output_fired_time: 2.4052469730, propagate_forward_time: 95.5022506714, propagate_backward_time: 148.0325164795, weight_update_time: 0.2264619172, other_time: 3.5027313232
epoch time: 19.6800403595s, input_fired_time: 0.3272921741, output_fired_time: 0.0000000000, propagate_forward_time: 18.7317714691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209774017
validation[          , genome  7092] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       638.38507, best error:       589.20764 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 250.0106658936s, input_fired_time: 2.6963291168, output_fired_time: 2.3719387054, propagate_forward_time: 94.8457183838, propagate_backward_time: 146.6155700684, weight_update_time: 0.2239615470, other_time: 3.4811096191
epoch time: 19.8125915527s, input_fired_time: 0.3276477158, output_fired_time: 0.0000000000, propagate_forward_time: 18.8645248413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6204185486
validation[          , genome  7092] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       641.52417, best error:       589.20764 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 250.0418243408s, input_fired_time: 2.6900467873, output_fired_time: 2.3832919598, propagate_forward_time: 94.5255279541, propagate_backward_time: 146.9391784668, weight_update_time: 0.2259138077, other_time: 3.5037841797
epoch time: 19.7950401306s, input_fired_time: 0.3304952085, output_fired_time: 0.0000000000, propagate_forward_time: 18.8434906006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210536957
validation[          , genome  7092] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       647.59857, best error:       589.20764 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 251.7677764893s, input_fired_time: 2.7026078701, output_fired_time: 2.4032359123, propagate_forward_time: 95.0098648071, propagate_backward_time: 148.1601867676, weight_update_time: 0.2256674618, other_time: 3.4918823242
epoch time: 19.6636276245s, input_fired_time: 0.3282909393, output_fired_time: 0.0000000000, propagate_forward_time: 18.7199859619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153507233
validation[          , genome  7092] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       647.07709, best error:       589.20764 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 249.5270080566s, input_fired_time: 2.6983857155, output_fired_time: 2.4009864330, propagate_forward_time: 94.8437728882, propagate_backward_time: 146.0968780518, weight_update_time: 0.2253192216, other_time: 3.4869842529
epoch time: 19.9351692200s, input_fired_time: 0.3299563825, output_fired_time: 0.0000000000, propagate_forward_time: 18.9782772064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6269359589
validation[          , genome  7092] predictions:    9791/  10000 (97.91%), best:    9818/10000 (98.18%), error:       672.50916, best error:       589.20764 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 250.9412536621s, input_fired_time: 2.7057425976, output_fired_time: 2.4133226871, propagate_forward_time: 95.2034072876, propagate_backward_time: 147.1268768311, weight_update_time: 0.2251819223, other_time: 3.4918975830
epoch time: 19.9348735809s, input_fired_time: 0.3312178552, output_fired_time: 0.0000000000, propagate_forward_time: 18.9833965302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6202583313
validation[          , genome  7092] predictions:    9806/  10000 (98.06%), best:    9818/10000 (98.18%), error:       640.87286, best error:       589.20764 on epoch:    33, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 250.7303009033s, input_fired_time: 2.7047379017, output_fired_time: 2.4018850327, propagate_forward_time: 95.0398483276, propagate_backward_time: 147.1081695557, weight_update_time: 0.2248449177, other_time: 3.4756622314
epoch time: 19.8594951630s, input_fired_time: 0.3305904567, output_fired_time: 0.0000000000, propagate_forward_time: 18.9049739838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6239299774
validation[          , genome  7092] predictions:    9814/  10000 (98.14%), best:    9818/10000 (98.18%), error:       627.36157, best error:       589.20764 on epoch:    33, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 250.6590576172s, input_fired_time: 2.7142367363, output_fired_time: 2.4210262299, propagate_forward_time: 95.2083587646, propagate_backward_time: 146.8333282471, weight_update_time: 0.2233904004, other_time: 3.4821166992
epoch time: 20.0204429626s, input_fired_time: 0.3339799643, output_fired_time: 0.0000000000, propagate_forward_time: 19.0570144653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6294479370
validation[          , genome  7092] predictions:    9786/  10000 (97.86%), best:    9818/10000 (98.18%), error:       727.83563, best error:       589.20764 on epoch:    33, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 250.7883148193s, input_fired_time: 2.7077558041, output_fired_time: 2.4128470421, propagate_forward_time: 94.8463745117, propagate_backward_time: 147.3395996094, weight_update_time: 0.2242422402, other_time: 3.4817504883
epoch time: 19.9051761627s, input_fired_time: 0.3310831487, output_fired_time: 0.0000000000, propagate_forward_time: 18.9508934021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231994629
validation[          , genome  7092] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       696.53912, best error:       589.20764 on epoch:    33, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 251.1278381348s, input_fired_time: 2.7004625797, output_fired_time: 2.4017322063, propagate_forward_time: 94.7696456909, propagate_backward_time: 147.7654266357, weight_update_time: 0.2251133621, other_time: 3.4905548096
epoch time: 19.7247867584s, input_fired_time: 0.3297975957, output_fired_time: 0.0000000000, propagate_forward_time: 18.7707328796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6242561340
validation[          , genome  7092] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       633.77179, best error:       589.20764 on epoch:    33, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 251.7238464355s, input_fired_time: 2.7267942429, output_fired_time: 2.4353313446, propagate_forward_time: 96.1497344971, propagate_backward_time: 146.9235076904, weight_update_time: 0.2245135456, other_time: 3.4884796143
epoch time: 19.8686237335s, input_fired_time: 0.3315778375, output_fired_time: 0.0000000000, propagate_forward_time: 18.9138774872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231689453
validation[          , genome  7092] predictions:    9776/  10000 (97.76%), best:    9818/10000 (98.18%), error:       729.24060, best error:       589.20764 on epoch:    33, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 251.2839508057s, input_fired_time: 2.7175917625, output_fired_time: 2.4233422279, propagate_forward_time: 95.4222183228, propagate_backward_time: 147.2358093262, weight_update_time: 0.2241463959, other_time: 3.4849853516
epoch time: 20.1320629120s, input_fired_time: 0.3347311616, output_fired_time: 0.0000000000, propagate_forward_time: 19.1742439270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230869293
validation[          , genome  7092] predictions:    9811/  10000 (98.11%), best:    9818/10000 (98.18%), error:       647.21399, best error:       589.20764 on epoch:    33, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 251.5218353271s, input_fired_time: 2.7179555893, output_fired_time: 2.4228892326, propagate_forward_time: 95.4417266846, propagate_backward_time: 147.4469451904, weight_update_time: 0.2250960022, other_time: 3.4923248291
epoch time: 19.9487419128s, input_fired_time: 0.3331803381, output_fired_time: 0.0000000000, propagate_forward_time: 18.9906520844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249103546
validation[          , genome  7092] predictions:    9792/  10000 (97.92%), best:    9818/10000 (98.18%), error:       657.40051, best error:       589.20764 on epoch:    33, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 250.6300354004s, input_fired_time: 2.7101116180, output_fired_time: 2.4232456684, propagate_forward_time: 94.7983627319, propagate_backward_time: 147.2338256836, weight_update_time: 0.2238216549, other_time: 3.4644775391
epoch time: 19.6598701477s, input_fired_time: 0.3308736384, output_fired_time: 0.0000000000, propagate_forward_time: 18.7092056274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197910309
validation[          , genome  7092] predictions:    9758/  10000 (97.58%), best:    9818/10000 (98.18%), error:       811.25317, best error:       589.20764 on epoch:    33, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 252.3645172119s, input_fired_time: 2.7286210060, output_fired_time: 2.4185786247, propagate_forward_time: 96.0409545898, propagate_backward_time: 147.6724090576, weight_update_time: 0.2258555144, other_time: 3.5039520264
epoch time: 19.8008747101s, input_fired_time: 0.3307706714, output_fired_time: 0.0000000000, propagate_forward_time: 18.8489208221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211833954
validation[          , genome  7092] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       633.35620, best error:       589.20764 on epoch:    33, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 252.2832336426s, input_fired_time: 2.7199628353, output_fired_time: 2.4234235287, propagate_forward_time: 95.5397949219, propagate_backward_time: 148.1107788086, weight_update_time: 0.2248346657, other_time: 3.4892883301
epoch time: 19.9356365204s, input_fired_time: 0.3333313763, output_fired_time: 0.0000000000, propagate_forward_time: 18.9824333191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198711395
validation[          , genome  7092] predictions:    9780/  10000 (97.80%), best:    9818/10000 (98.18%), error:       727.06879, best error:       589.20764 on epoch:    33, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 251.1273345947s, input_fired_time: 2.7146885395, output_fired_time: 2.4195053577, propagate_forward_time: 94.9538040161, propagate_backward_time: 147.5654754639, weight_update_time: 0.2245530635, other_time: 3.4738616943
epoch time: 19.7236118317s, input_fired_time: 0.3321576715, output_fired_time: 0.0000000000, propagate_forward_time: 18.7746715546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167831421
validation[          , genome  7092] predictions:    9777/  10000 (97.77%), best:    9818/10000 (98.18%), error:       681.21619, best error:       589.20764 on epoch:    33, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 252.4331054688s, input_fired_time: 2.7252073288, output_fired_time: 2.4270467758, propagate_forward_time: 95.6618957520, propagate_backward_time: 148.1381683350, weight_update_time: 0.2245765626, other_time: 3.4807891846
epoch time: 19.5365848541s, input_fired_time: 0.3287410438, output_fired_time: 0.0000000000, propagate_forward_time: 18.5895175934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183261871
validation[          , genome  7092] predictions:    9823/  10000 (98.23%), best:    9818/10000 (98.18%), error:       624.00958, best error:       589.20764 on epoch:    33, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 253.2413635254s, input_fired_time: 2.7299940586, output_fired_time: 2.4317150116, propagate_forward_time: 95.8924484253, propagate_backward_time: 148.6785278320, weight_update_time: 0.2274444997, other_time: 3.5086669922
epoch time: 19.7302131653s, input_fired_time: 0.3318293095, output_fired_time: 0.0000000000, propagate_forward_time: 18.7775535583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6208305359
validation[          , genome  7092] predictions:    9764/  10000 (97.64%), best:    9818/10000 (98.18%), error:       776.10608, best error:       589.20764 on epoch:    33, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 249.6857299805s, input_fired_time: 2.7145640850, output_fired_time: 2.4015080929, propagate_forward_time: 94.5847396851, propagate_backward_time: 146.5227508545, weight_update_time: 0.2231200933, other_time: 3.4621734619
epoch time: 20.0481433868s, input_fired_time: 0.3364012837, output_fired_time: 0.0000000000, propagate_forward_time: 19.0879001617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6238422394
validation[          , genome  7092] predictions:    9782/  10000 (97.82%), best:    9818/10000 (98.18%), error:       704.62665, best error:       589.20764 on epoch:    33, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 250.7188873291s, input_fired_time: 2.7191891670, output_fired_time: 2.4092135429, propagate_forward_time: 95.0901794434, propagate_backward_time: 147.0310211182, weight_update_time: 0.2241264284, other_time: 3.4692840576
epoch time: 19.7863273621s, input_fired_time: 0.3327364028, output_fired_time: 0.0000000000, propagate_forward_time: 18.8366718292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6169185638
validation[          , genome  7092] predictions:    9795/  10000 (97.95%), best:    9818/10000 (98.18%), error:       663.69440, best error:       589.20764 on epoch:    33, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 249.9150695801s, input_fired_time: 2.7135293484, output_fired_time: 2.3895697594, propagate_forward_time: 94.6613311768, propagate_backward_time: 146.6829071045, weight_update_time: 0.2227051854, other_time: 3.4677276611
epoch time: 19.8689498901s, input_fired_time: 0.3329309821, output_fired_time: 0.0000000000, propagate_forward_time: 18.9183025360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6177158356
validation[          , genome  7092] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       627.36206, best error:       589.20764 on epoch:    33, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 250.6678771973s, input_fired_time: 2.7114293575, output_fired_time: 2.3970274925, propagate_forward_time: 94.6599884033, propagate_backward_time: 147.4313964844, weight_update_time: 0.2233403176, other_time: 3.4680328369
epoch time: 20.1020221710s, input_fired_time: 0.3385676444, output_fired_time: 0.0000000000, propagate_forward_time: 19.1412048340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222496033
validation[          , genome  7092] predictions:    9790/  10000 (97.90%), best:    9818/10000 (98.18%), error:       720.71191, best error:       589.20764 on epoch:    33, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 251.9926300049s, input_fired_time: 2.7286674976, output_fired_time: 2.4255499840, propagate_forward_time: 95.4318923950, propagate_backward_time: 147.9440460205, weight_update_time: 0.2239425331, other_time: 3.4624786377
epoch time: 19.3186931610s, input_fired_time: 0.3271953166, output_fired_time: 0.0000000000, propagate_forward_time: 18.3794879913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6120090485
validation[          , genome  7092] predictions:    9797/  10000 (97.97%), best:    9818/10000 (98.18%), error:       647.54865, best error:       589.20764 on epoch:    33, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 248.5003967285s, input_fired_time: 2.7087552547, output_fired_time: 2.3819532394, propagate_forward_time: 94.2259140015, propagate_backward_time: 145.7290039063, weight_update_time: 0.2219227552, other_time: 3.4547729492
epoch time: 19.9320774078s, input_fired_time: 0.3354702294, output_fired_time: 0.0000000000, propagate_forward_time: 18.9798755646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167316437
validation[          , genome  7092] predictions:    9823/  10000 (98.23%), best:    9818/10000 (98.18%), error:       593.60602, best error:       589.20764 on epoch:    33, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 416.5150756836s, input_fired_time: 4.8913493156, output_fired_time: 4.6664533615, propagate_forward_time: 157.6104583740, propagate_backward_time: 244.5358734131, weight_update_time: 0.2543301582, other_time: 4.8109436035
epoch time: 35.5590896606s, input_fired_time: 0.3894920647, output_fired_time: 0.0000000000, propagate_forward_time: 34.1460571289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0235404968
validation[          , genome  7092] predictions:    9792/  10000 (97.92%), best:    9818/10000 (98.18%), error:       697.36432, best error:       589.20764 on epoch:    33, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 442.0926513672s, input_fired_time: 4.6708974838, output_fired_time: 4.1803827286, propagate_forward_time: 170.5601501465, propagate_backward_time: 255.5714111328, weight_update_time: 0.2638826072, other_time: 7.1098022461
epoch time: 35.5973091125s, input_fired_time: 0.7079465389, output_fired_time: 0.0000000000, propagate_forward_time: 33.8471069336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0422554016
validation[          , genome  7092] predictions:    9812/  10000 (98.12%), best:    9818/10000 (98.18%), error:       608.48590, best error:       589.20764 on epoch:    33, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 443.8565063477s, input_fired_time: 4.0705909729, output_fired_time: 4.8455276489, propagate_forward_time: 170.7613067627, propagate_backward_time: 258.5880737305, weight_update_time: 0.2664363086, other_time: 5.5910034180
epoch time: 35.7643890381s, input_fired_time: 0.3924978673, output_fired_time: 0.0000000000, propagate_forward_time: 34.6473655701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7245254517
validation[          , genome  7092] predictions:    9808/  10000 (98.08%), best:    9818/10000 (98.18%), error:       624.71130, best error:       589.20764 on epoch:    33, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 441.5970458984s, input_fired_time: 4.0696978569, output_fired_time: 3.8810350895, propagate_forward_time: 168.1672973633, propagate_backward_time: 259.2835388184, weight_update_time: 0.5781396031, other_time: 6.1954650879
epoch time: 35.4591178894s, input_fired_time: 0.7084249854, output_fired_time: 0.0000000000, propagate_forward_time: 33.3992080688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3514862061
validation[          , genome  7092] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       618.19702, best error:       589.20764 on epoch:    33, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 449.1453857422s, input_fired_time: 4.4041152000, output_fired_time: 4.2226457596, propagate_forward_time: 173.0111083984, propagate_backward_time: 261.8782958984, weight_update_time: 0.2683439851, other_time: 5.6292114258
epoch time: 35.4943504333s, input_fired_time: 0.7055166960, output_fired_time: 0.0000000000, propagate_forward_time: 33.7519683838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0368652344
validation[          , genome  7092] predictions:    9788/  10000 (97.88%), best:    9818/10000 (98.18%), error:       696.29547, best error:       589.20764 on epoch:    33, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 441.8614196777s, input_fired_time: 3.7538983822, output_fired_time: 4.1846780777, propagate_forward_time: 168.7660369873, propagate_backward_time: 259.2540893555, weight_update_time: 0.5784434676, other_time: 5.9027099609
epoch time: 35.0453834534s, input_fired_time: 0.3933987617, output_fired_time: 0.0000000000, propagate_forward_time: 33.9367065430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7152786255
validation[          , genome  7092] predictions:    9790/  10000 (97.90%), best:    9818/10000 (98.18%), error:       685.76379, best error:       589.20764 on epoch:    33, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 442.0763549805s, input_fired_time: 4.0688595772, output_fired_time: 4.4979982376, propagate_forward_time: 169.0870208740, propagate_backward_time: 257.2963867188, weight_update_time: 0.2630289197, other_time: 7.1260986328
epoch time: 34.7947235107s, input_fired_time: 0.3944384456, output_fired_time: 0.0000000000, propagate_forward_time: 33.3639793396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0363044739
validation[          , genome  7092] predictions:    9768/  10000 (97.68%), best:    9818/10000 (98.18%), error:       734.48126, best error:       589.20764 on epoch:    33, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 443.8738403320s, input_fired_time: 4.0768775940, output_fired_time: 4.2271671295, propagate_forward_time: 170.8444213867, propagate_backward_time: 258.4843750000, weight_update_time: 0.5811776519, other_time: 6.2409973145
epoch time: 35.6684532166s, input_fired_time: 0.3941306770, output_fired_time: 0.0000000000, propagate_forward_time: 33.9203376770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3539848328
validation[          , genome  7092] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       637.45428, best error:       589.20764 on epoch:    33, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 439.6224975586s, input_fired_time: 6.8963069916, output_fired_time: 3.9044473171, propagate_forward_time: 167.3727416992, propagate_backward_time: 255.5218505859, weight_update_time: 0.5798987746, other_time: 5.9271545410
epoch time: 34.9212455750s, input_fired_time: 0.3893553317, output_fired_time: 0.0000000000, propagate_forward_time: 33.5068740845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0250167847
validation[          , genome  7092] predictions:    9807/  10000 (98.07%), best:    9818/10000 (98.18%), error:       620.57843, best error:       589.20764 on epoch:    33, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 437.2626037598s, input_fired_time: 4.0190873146, output_fired_time: 4.1203198433, propagate_forward_time: 167.4261627197, propagate_backward_time: 257.1389160156, weight_update_time: 0.2597337961, other_time: 4.5581054688
epoch time: 36.0463981628s, input_fired_time: 1.0200049877, output_fired_time: 0.0000000000, propagate_forward_time: 33.9957122803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0306816101
validation[          , genome  7092] predictions:    9813/  10000 (98.13%), best:    9818/10000 (98.18%), error:       617.70038, best error:       589.20764 on epoch:    33, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 438.5719909668s, input_fired_time: 3.7051939964, output_fired_time: 3.4962103367, propagate_forward_time: 171.7420196533, propagate_backward_time: 253.5061035156, weight_update_time: 0.8843624592, other_time: 6.1224365234
epoch time: 34.5304832458s, input_fired_time: 0.6975597739, output_fired_time: 0.0000000000, propagate_forward_time: 33.1331405640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997833252
validation[          , genome  7092] predictions:    9763/  10000 (97.63%), best:    9818/10000 (98.18%), error:       749.94049, best error:       589.20764 on epoch:    33, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 436.4881286621s, input_fired_time: 5.2578639984, output_fired_time: 4.7456793785, propagate_forward_time: 167.5155334473, propagate_backward_time: 253.4868469238, weight_update_time: 0.2581671476, other_time: 5.4822082520
epoch time: 35.1947212219s, input_fired_time: 0.7034850121, output_fired_time: 0.0000000000, propagate_forward_time: 33.1491928101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3420448303
validation[          , genome  7092] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       625.98041, best error:       589.20764 on epoch:    33, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 435.8116760254s, input_fired_time: 3.6865525246, output_fired_time: 4.1076812744, propagate_forward_time: 169.8214263916, propagate_backward_time: 253.0502624512, weight_update_time: 0.2572575212, other_time: 5.1457824707
epoch time: 35.3319625854s, input_fired_time: 0.7022692561, output_fired_time: 0.0000000000, propagate_forward_time: 33.6074523926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0222396851
validation[          , genome  7092] predictions:    9814/  10000 (98.14%), best:    9818/10000 (98.18%), error:       595.16608, best error:       589.20764 on epoch:    33, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 437.5502319336s, input_fired_time: 4.0129342079, output_fired_time: 4.1273207664, propagate_forward_time: 167.8989715576, propagate_backward_time: 256.3362121582, weight_update_time: 0.2590951025, other_time: 5.1747741699
epoch time: 34.8099060059s, input_fired_time: 0.3865334094, output_fired_time: 0.0000000000, propagate_forward_time: 33.7195434570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7038307190
validation[          , genome  7092] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       667.27301, best error:       589.20764 on epoch:    33, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 441.0100097656s, input_fired_time: 4.9695148468, output_fired_time: 3.5122268200, propagate_forward_time: 171.6855468750, propagate_backward_time: 255.3387451172, weight_update_time: 0.5725750327, other_time: 5.5039672852
epoch time: 34.8898048401s, input_fired_time: 0.3837493658, output_fired_time: 0.0000000000, propagate_forward_time: 33.4901657104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0158882141
validation[          , genome  7092] predictions:    9826/  10000 (98.26%), best:    9818/10000 (98.18%), error:       595.47729, best error:       589.20764 on epoch:    33, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 439.1248168945s, input_fired_time: 4.3396196365, output_fired_time: 4.7686810493, propagate_forward_time: 166.3729095459, propagate_backward_time: 258.1571655273, weight_update_time: 0.2590182126, other_time: 5.4864501953
epoch time: 35.3730468750s, input_fired_time: 0.3905214667, output_fired_time: 0.0000000000, propagate_forward_time: 33.9685783386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0139465332
validation[          , genome  7092] predictions:    9819/  10000 (98.19%), best:    9818/10000 (98.18%), error:       595.90784, best error:       589.20764 on epoch:    33, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 432.1593322754s, input_fired_time: 3.6779704094, output_fired_time: 4.3901214600, propagate_forward_time: 166.6233978271, propagate_backward_time: 251.6743927002, weight_update_time: 0.2576821744, other_time: 5.7934417725
epoch time: 34.8880233765s, input_fired_time: 0.7022333741, output_fired_time: 0.0000000000, propagate_forward_time: 33.4804496765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7053413391
validation[          , genome  7092] predictions:    9784/  10000 (97.84%), best:    9818/10000 (98.18%), error:       712.21179, best error:       589.20764 on epoch:    33, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 441.2138671875s, input_fired_time: 3.7216017246, output_fired_time: 3.2115705013, propagate_forward_time: 170.3176269531, propagate_backward_time: 258.4610900879, weight_update_time: 0.2603733242, other_time: 5.5019836426
epoch time: 35.0824775696s, input_fired_time: 0.3909665048, output_fired_time: 0.0000000000, propagate_forward_time: 33.3584098816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3330993652
validation[          , genome  7092] predictions:    9752/  10000 (97.52%), best:    9818/10000 (98.18%), error:       846.63202, best error:       589.20764 on epoch:    33, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 437.3302307129s, input_fired_time: 4.6449809074, output_fired_time: 4.1227297783, propagate_forward_time: 169.2475128174, propagate_backward_time: 254.1368408203, weight_update_time: 0.2593511641, other_time: 5.1781616211
epoch time: 34.4226531982s, input_fired_time: 0.6962203383, output_fired_time: 0.0000000000, propagate_forward_time: 32.7173652649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0090675354
validation[          , genome  7092] predictions:    9785/  10000 (97.85%), best:    9818/10000 (98.18%), error:       731.83527, best error:       589.20764 on epoch:    33, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 436.1237182617s, input_fired_time: 4.0104436874, output_fired_time: 3.8056321144, propagate_forward_time: 165.8016662598, propagate_backward_time: 256.7030029297, weight_update_time: 0.2591575980, other_time: 5.8029785156
epoch time: 35.5603332520s, input_fired_time: 1.0171250105, output_fired_time: 0.0000000000, propagate_forward_time: 33.8277587891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7154502869
validation[          , genome  7092] predictions:    9750/  10000 (97.50%), best:    9818/10000 (98.18%), error:       863.35468, best error:       589.20764 on epoch:    33, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 442.6772155762s, input_fired_time: 5.2984261513, output_fired_time: 3.8342077732, propagate_forward_time: 168.4797058105, propagate_backward_time: 259.2301330566, weight_update_time: 0.2619291544, other_time: 5.8347473145
epoch time: 36.3542060852s, input_fired_time: 0.3996842504, output_fired_time: 0.0000000000, propagate_forward_time: 34.6031570435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3513641357
validation[          , genome  7092] predictions:    9800/  10000 (98.00%), best:    9818/10000 (98.18%), error:       630.08618, best error:       589.20764 on epoch:    33, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 436.4140319824s, input_fired_time: 3.7109043598, output_fired_time: 3.4813385010, propagate_forward_time: 169.3052825928, propagate_backward_time: 255.0640411377, weight_update_time: 0.2579089105, other_time: 4.8524627686
epoch time: 34.9793586731s, input_fired_time: 0.3905303180, output_fired_time: 0.0000000000, propagate_forward_time: 32.9466514587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6421775818
validation[          , genome  7092] predictions:    9802/  10000 (98.02%), best:    9818/10000 (98.18%), error:       646.81873, best error:       589.20764 on epoch:    33, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 437.0719604492s, input_fired_time: 4.9612107277, output_fired_time: 3.8066844940, propagate_forward_time: 166.1432647705, propagate_backward_time: 256.9874572754, weight_update_time: 0.2586535811, other_time: 5.1733703613
epoch time: 35.1388969421s, input_fired_time: 0.3901588321, output_fired_time: 0.0000000000, propagate_forward_time: 33.4278411865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3208961487
validation[          , genome  7092] predictions:    9802/  10000 (98.02%), best:    9818/10000 (98.18%), error:       676.83600, best error:       589.20764 on epoch:    33, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 439.9307556152s, input_fired_time: 4.3569293022, output_fired_time: 3.8216803074, propagate_forward_time: 171.1954498291, propagate_backward_time: 253.1700897217, weight_update_time: 0.5740832090, other_time: 7.3866119385
epoch time: 34.4963912964s, input_fired_time: 0.3890362978, output_fired_time: 0.0000000000, propagate_forward_time: 32.7828712463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3244819641
validation[          , genome  7092] predictions:    9802/  10000 (98.02%), best:    9818/10000 (98.18%), error:       643.19452, best error:       589.20764 on epoch:    33, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 281.7660217285s, input_fired_time: 3.1148610115, output_fired_time: 2.4743626118, propagate_forward_time: 107.1811904907, propagate_backward_time: 165.1491088867, weight_update_time: 0.2285620719, other_time: 3.8464965820
epoch time: 19.7977771759s, input_fired_time: 0.3392994106, output_fired_time: 0.0000000000, propagate_forward_time: 18.8413772583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6170997620
validation[          , genome  7092] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       622.45654, best error:       589.20764 on epoch:    33, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 249.3283996582s, input_fired_time: 2.7418403625, output_fired_time: 2.3818714619, propagate_forward_time: 94.4775619507, propagate_backward_time: 146.2696685791, weight_update_time: 0.2216338366, other_time: 3.4574737549
epoch time: 19.7097110748s, input_fired_time: 0.3406822085, output_fired_time: 0.0000000000, propagate_forward_time: 18.7536773682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153507233
validation[          , genome  7092] predictions:    9794/  10000 (97.94%), best:    9818/10000 (98.18%), error:       665.81635, best error:       589.20764 on epoch:    33, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 248.8821105957s, input_fired_time: 2.7411742210, output_fired_time: 2.3883764744, propagate_forward_time: 94.3165817261, propagate_backward_time: 145.9745178223, weight_update_time: 0.2230069190, other_time: 3.4614562988
epoch time: 19.7503643036s, input_fired_time: 0.3416159451, output_fired_time: 0.0000000000, propagate_forward_time: 18.7873210907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214275360
validation[          , genome  7092] predictions:    9811/  10000 (98.11%), best:    9818/10000 (98.18%), error:       646.96344, best error:       589.20764 on epoch:    33, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 251.3264007568s, input_fired_time: 2.7666909695, output_fired_time: 2.4109861851, propagate_forward_time: 95.6849594116, propagate_backward_time: 146.9891357422, weight_update_time: 0.2242212296, other_time: 3.4746398926
epoch time: 19.5407581329s, input_fired_time: 0.3395197093, output_fired_time: 0.0000000000, propagate_forward_time: 18.5779819489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232566833
validation[          , genome  7092] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       637.19910, best error:       589.20764 on epoch:    33, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 248.4173583984s, input_fired_time: 2.7375304699, output_fired_time: 2.3823130131, propagate_forward_time: 93.7204666138, propagate_backward_time: 146.1269836426, weight_update_time: 0.2221097201, other_time: 3.4500732422
epoch time: 20.1729106903s, input_fired_time: 0.3447846174, output_fired_time: 0.0000000000, propagate_forward_time: 19.1972675323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308593750
validation[          , genome  7092] predictions:    9789/  10000 (97.89%), best:    9818/10000 (98.18%), error:       702.19775, best error:       589.20764 on epoch:    33, 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: 99.1595382690s, input_fired_time: 1.6305196285, output_fired_time: 0.0000000000, propagate_forward_time: 94.3462448120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1827774048
best training[          , genome  7092] predictions:   49657/  50000 (99.31%), best:    9818/10000 (98.18%), error:      1304.42761, best error:       589.20764 on epoch:    33, 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: 19.6675930023s, input_fired_time: 0.3213718534, output_fired_time: 0.0000000000, propagate_forward_time: 18.7272853851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6189365387
   testing[          , genome  7092] predictions:    9836/  10000 (98.36%), best:    9818/10000 (98.18%), error:       516.47479, best error:       589.20764 on epoch:    33, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:44:58 (6720): called boinc_finish(0)

</stderr_txt>
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