Nameexact_genome_1512568488_42_1357_2
Workunit2578034
Created8 Dec 2017, 0:05:04 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline9 Dec 2017, 5:07:28 UTC
Received8 Dec 2017, 11:10:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time40 min 19 sec
CPU time35 min 27 sec
Validate stateValid
Credit301.18
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.26 MB
Peak swap size156.20 MB
Peak disk usage1.39 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
77136, weight_update_time: 0.0607306883, other_time: 1.4029903412
epoch time: 1.7212216854s, input_fired_time: 0.0171000399, output_fired_time: 0.0000000000, propagate_forward_time: 1.4193944931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847270966
validation[          , genome  1357] predictions:    9154/  10000 (91.54%), best:    9204/10000 (92.04%), error:      2870.73267, best error:      2840.03906 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 19.1510677338s, input_fired_time: 0.1418306530, output_fired_time: 0.1184644401, propagate_forward_time: 6.9725356102, propagate_backward_time: 10.3549690247, weight_update_time: 0.0687175021, other_time: 1.5632686615
epoch time: 1.8001347780s, input_fired_time: 0.0181173757, output_fired_time: 0.0000000000, propagate_forward_time: 1.4877982140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942191362
validation[          , genome  1357] predictions:    9137/  10000 (91.37%), best:    9204/10000 (92.04%), error:      2886.50415, best error:      2840.03906 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 16.7356014252s, input_fired_time: 0.1327395737, output_fired_time: 0.1059541255, propagate_forward_time: 6.0272898674, propagate_backward_time: 9.0530633926, weight_update_time: 0.0615540668, other_time: 1.4165544510
epoch time: 1.3733912706s, input_fired_time: 0.0149869677, output_fired_time: 0.0000000000, propagate_forward_time: 1.1185370684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2398672104
validation[          , genome  1357] predictions:    9173/  10000 (91.73%), best:    9173/10000 (91.73%), error:      2798.52954, best error:      2798.52954 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 18.1673030853s, input_fired_time: 0.1386947185, output_fired_time: 0.1136764288, propagate_forward_time: 6.5870594978, propagate_backward_time: 9.8229589462, weight_update_time: 0.0657775030, other_time: 1.5049142838
epoch time: 1.3573997021s, input_fired_time: 0.0151329050, output_fired_time: 0.0000000000, propagate_forward_time: 1.1044408083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2378259897
validation[          , genome  1357] predictions:    9198/  10000 (91.98%), best:    9198/10000 (91.98%), error:      2773.82007, best error:      2773.82007 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 18.4444141388s, input_fired_time: 0.1396828741, output_fired_time: 0.1153056771, propagate_forward_time: 6.6945681572, propagate_backward_time: 9.9751129150, weight_update_time: 0.0667410642, other_time: 1.5197448730
epoch time: 1.4768284559s, input_fired_time: 0.0153121082, output_fired_time: 0.0000000000, propagate_forward_time: 1.2086389065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528774738
validation[          , genome  1357] predictions:    9186/  10000 (91.86%), best:    9198/10000 (91.98%), error:      2819.01758, best error:      2773.82007 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 18.5671501160s, input_fired_time: 0.1396941543, output_fired_time: 0.1159457713, propagate_forward_time: 6.7406458855, propagate_backward_time: 10.0413408279, weight_update_time: 0.0672792420, other_time: 1.5295228958
epoch time: 1.5874965191s, input_fired_time: 0.0162613746, output_fired_time: 0.0000000000, propagate_forward_time: 1.3036882877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675468922
validation[          , genome  1357] predictions:    9197/  10000 (91.97%), best:    9198/10000 (91.98%), error:      2802.43701, best error:      2773.82007 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 17.2066459656s, input_fired_time: 0.1349985451, output_fired_time: 0.1082923785, propagate_forward_time: 6.2228693962, propagate_backward_time: 9.2921743393, weight_update_time: 0.0631760284, other_time: 1.4483118057
epoch time: 1.7274649143s, input_fired_time: 0.0177216195, output_fired_time: 0.0000000000, propagate_forward_time: 1.4252548218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2844884396
validation[          , genome  1357] predictions:    9201/  10000 (92.01%), best:    9198/10000 (91.98%), error:      2817.35498, best error:      2773.82007 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 17.4435062408s, input_fired_time: 0.1356492639, output_fired_time: 0.1099808663, propagate_forward_time: 6.3078060150, propagate_backward_time: 9.4316596985, weight_update_time: 0.0636388585, other_time: 1.4584102631
epoch time: 1.4696604013s, input_fired_time: 0.0151984328, output_fired_time: 0.0000000000, propagate_forward_time: 1.2025969028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2518650293
validation[          , genome  1357] predictions:    9212/  10000 (92.12%), best:    9212/10000 (92.12%), error:      2729.12134, best error:      2729.12134 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 18.3270149231s, input_fired_time: 0.1401282847, output_fired_time: 0.1151962131, propagate_forward_time: 6.6549782753, propagate_backward_time: 9.9047660828, weight_update_time: 0.0663811564, other_time: 1.5119457245
epoch time: 1.4833853245s, input_fired_time: 0.0154861799, output_fired_time: 0.0000000000, propagate_forward_time: 1.2145684958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2533307076
validation[          , genome  1357] predictions:    9180/  10000 (91.80%), best:    9212/10000 (92.12%), error:      2797.59058, best error:      2729.12134 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 16.5887832642s, input_fired_time: 0.1321834624, output_fired_time: 0.1050237939, propagate_forward_time: 5.9800891876, propagate_backward_time: 8.9641218185, weight_update_time: 0.0609974004, other_time: 1.4073648453
epoch time: 1.8441059589s, input_fired_time: 0.0180446859, output_fired_time: 0.0000000000, propagate_forward_time: 1.5264192820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996419668
validation[          , genome  1357] predictions:    9205/  10000 (92.05%), best:    9212/10000 (92.12%), error:      2769.32471, best error:      2729.12134 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 17.9911289215s, input_fired_time: 0.1387320757, output_fired_time: 0.1126555502, propagate_forward_time: 6.5103220940, propagate_backward_time: 9.7361440659, weight_update_time: 0.0652664229, other_time: 1.4932737350
epoch time: 1.7524913549s, input_fired_time: 0.0178127438, output_fired_time: 0.0000000000, propagate_forward_time: 1.4467434883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879351377
validation[          , genome  1357] predictions:    9197/  10000 (91.97%), best:    9212/10000 (92.12%), error:      2796.94971, best error:      2729.12134 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 17.0068378448s, input_fired_time: 0.1345126033, output_fired_time: 0.1075949594, propagate_forward_time: 6.1417112350, propagate_backward_time: 9.1909561157, weight_update_time: 0.0625058189, other_time: 1.4320631027
epoch time: 1.8381789923s, input_fired_time: 0.0186201837, output_fired_time: 0.0000000000, propagate_forward_time: 1.5221681595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973906994
validation[          , genome  1357] predictions:    9191/  10000 (91.91%), best:    9212/10000 (92.12%), error:      2774.33813, best error:      2729.12134 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 18.8886280060s, input_fired_time: 0.1422664225, output_fired_time: 0.1174637079, propagate_forward_time: 6.8663516045, propagate_backward_time: 10.2149877548, weight_update_time: 0.0679730028, other_time: 1.5475568771
epoch time: 1.6323298216s, input_fired_time: 0.0166898929, output_fired_time: 0.0000000000, propagate_forward_time: 1.3429789543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726609707
validation[          , genome  1357] predictions:    9197/  10000 (91.97%), best:    9212/10000 (92.12%), error:      2776.64502, best error:      2729.12134 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 17.0963115692s, input_fired_time: 0.1350389868, output_fired_time: 0.1080152094, propagate_forward_time: 6.1639437675, propagate_backward_time: 9.2501506805, weight_update_time: 0.0629174560, other_time: 1.4391632080
epoch time: 1.5508162975s, input_fired_time: 0.0173161030, output_fired_time: 0.0000000000, propagate_forward_time: 1.2715138197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619863749
validation[          , genome  1357] predictions:    9214/  10000 (92.14%), best:    9212/10000 (92.12%), error:      2735.65039, best error:      2729.12134 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 17.6539230347s, input_fired_time: 0.1375810802, output_fired_time: 0.1110913604, propagate_forward_time: 6.3879995346, propagate_backward_time: 9.5464487076, weight_update_time: 0.0641386360, other_time: 1.4708023071
epoch time: 1.7178387642s, input_fired_time: 0.0177241713, output_fired_time: 0.0000000000, propagate_forward_time: 1.4176229239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2824916840
validation[          , genome  1357] predictions:    9191/  10000 (91.91%), best:    9212/10000 (92.12%), error:      2855.42090, best error:      2729.12134 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 19.5147571564s, input_fired_time: 0.1453681737, output_fired_time: 0.1208421588, propagate_forward_time: 7.1002635956, propagate_backward_time: 10.5638961792, weight_update_time: 0.0698024482, other_time: 1.5843868256
epoch time: 1.8831889629s, input_fired_time: 0.0190661345, output_fired_time: 0.0000000000, propagate_forward_time: 1.5608649254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032579422
validation[          , genome  1357] predictions:    9207/  10000 (92.07%), best:    9207/10000 (92.07%), error:      2714.64771, best error:      2714.64771 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 17.7996807098s, input_fired_time: 0.1381268501, output_fired_time: 0.1117757931, propagate_forward_time: 6.4450159073, propagate_backward_time: 9.6257228851, weight_update_time: 0.0645150170, other_time: 1.4790391922
epoch time: 1.3982194662s, input_fired_time: 0.0155353388, output_fired_time: 0.0000000000, propagate_forward_time: 1.1388565302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2438275814
validation[          , genome  1357] predictions:    9213/  10000 (92.13%), best:    9207/10000 (92.07%), error:      2715.83398, best error:      2714.64771 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 19.1154689789s, input_fired_time: 0.1440061927, output_fired_time: 0.1189670563, propagate_forward_time: 6.9484992027, propagate_backward_time: 10.3417263031, weight_update_time: 0.0689923316, other_time: 1.5622692108
epoch time: 1.4103844166s, input_fired_time: 0.0153633058, output_fired_time: 0.0000000000, propagate_forward_time: 1.1503084898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2447125912
validation[          , genome  1357] predictions:    9210/  10000 (92.10%), best:    9210/10000 (92.10%), error:      2712.86816, best error:      2712.86816 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 18.5828647614s, input_fired_time: 0.1418307275, output_fired_time: 0.1157118678, propagate_forward_time: 6.7538552284, propagate_backward_time: 10.0409069061, weight_update_time: 0.0672613606, other_time: 1.5305614471
epoch time: 1.7361230850s, input_fired_time: 0.0178470612, output_fired_time: 0.0000000000, propagate_forward_time: 1.4332866669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849893570
validation[          , genome  1357] predictions:    9193/  10000 (91.93%), best:    9210/10000 (92.10%), error:      2715.62964, best error:      2712.86816 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 17.8204269409s, input_fired_time: 0.1385445893, output_fired_time: 0.1118989885, propagate_forward_time: 6.4478926659, propagate_backward_time: 9.6405467987, weight_update_time: 0.0649337918, other_time: 1.4815444946
epoch time: 1.2869335413s, input_fired_time: 0.0150084849, output_fired_time: 0.0000000000, propagate_forward_time: 1.0425530672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2293720245
validation[          , genome  1357] predictions:    9197/  10000 (91.97%), best:    9197/10000 (91.97%), error:      2709.48657, best error:      2709.48657 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 18.2905559540s, input_fired_time: 0.1406182945, output_fired_time: 0.1144369543, propagate_forward_time: 6.6384782791, propagate_backward_time: 9.8868236542, weight_update_time: 0.0661102906, other_time: 1.5101995468
epoch time: 1.7761712074s, input_fired_time: 0.0184568577, output_fired_time: 0.0000000000, propagate_forward_time: 1.4666904211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910239697
validation[          , genome  1357] predictions:    9208/  10000 (92.08%), best:    9197/10000 (91.97%), error:      2745.85669, best error:      2709.48657 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 18.4956626892s, input_fired_time: 0.1410848051, output_fired_time: 0.1154077351, propagate_forward_time: 6.7158741951, propagate_backward_time: 10.0009346008, weight_update_time: 0.0668245479, other_time: 1.5223617554
epoch time: 1.2961896658s, input_fired_time: 0.0141329654, output_fired_time: 0.0000000000, propagate_forward_time: 1.0516386032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2304180861
validation[          , genome  1357] predictions:    9222/  10000 (92.22%), best:    9197/10000 (91.97%), error:      2743.62036, best error:      2709.48657 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 18.3661594391s, input_fired_time: 0.1401384920, output_fired_time: 0.1148325801, propagate_forward_time: 6.6666021347, propagate_backward_time: 9.9305772781, weight_update_time: 0.0662449375, other_time: 1.5140094757
epoch time: 1.7797625065s, input_fired_time: 0.0185438972, output_fired_time: 0.0000000000, propagate_forward_time: 1.4703626633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908560038
validation[          , genome  1357] predictions:    9223/  10000 (92.23%), best:    9223/10000 (92.23%), error:      2689.37280, best error:      2689.37280 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 19.2504615784s, input_fired_time: 0.1443447769, output_fired_time: 0.1196940541, propagate_forward_time: 7.0108923912, propagate_backward_time: 10.4077930450, weight_update_time: 0.0693513975, other_time: 1.5677375793
epoch time: 1.5137648582s, input_fired_time: 0.0161620248, output_fired_time: 0.0000000000, propagate_forward_time: 1.2407013178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569015026
validation[          , genome  1357] predictions:    9236/  10000 (92.36%), best:    9236/10000 (92.36%), error:      2661.73291, best error:      2661.73291 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 18.0635910034s, input_fired_time: 0.1383562833, output_fired_time: 0.1131537482, propagate_forward_time: 6.5523772240, propagate_backward_time: 9.7649183273, weight_update_time: 0.0654672980, other_time: 1.4947843552
epoch time: 1.9318287373s, input_fired_time: 0.0189847481, output_fired_time: 0.0000000000, propagate_forward_time: 1.6027632952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100806475
validation[          , genome  1357] predictions:    9229/  10000 (92.29%), best:    9236/10000 (92.36%), error:      2681.13647, best error:      2661.73291 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 17.5857887268s, input_fired_time: 0.1365888566, output_fired_time: 0.1108037829, propagate_forward_time: 6.3556256294, propagate_backward_time: 9.5182590485, weight_update_time: 0.0641478971, other_time: 1.4645118713
epoch time: 1.5767146349s, input_fired_time: 0.0170053151, output_fired_time: 0.0000000000, propagate_forward_time: 1.2944718599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652374506
validation[          , genome  1357] predictions:    9224/  10000 (92.24%), best:    9236/10000 (92.36%), error:      2692.89722, best error:      2661.73291 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 17.7480278015s, input_fired_time: 0.1365212351, output_fired_time: 0.1116110533, propagate_forward_time: 6.4185247421, propagate_backward_time: 9.6054172516, weight_update_time: 0.0646644086, other_time: 1.4759550095
epoch time: 1.8365087509s, input_fired_time: 0.0184962694, output_fired_time: 0.0000000000, propagate_forward_time: 1.5206263065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973861694
validation[          , genome  1357] predictions:    9234/  10000 (92.34%), best:    9236/10000 (92.36%), error:      2663.63257, best error:      2661.73291 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 18.2795448303s, input_fired_time: 0.1404253393, output_fired_time: 0.1145929545, propagate_forward_time: 6.6305809021, propagate_backward_time: 9.8858528137, weight_update_time: 0.0663300604, other_time: 1.5080928802
epoch time: 1.9381213188s, input_fired_time: 0.0189780742, output_fired_time: 0.0000000000, propagate_forward_time: 1.6075615883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3115816116
validation[          , genome  1357] predictions:    9241/  10000 (92.41%), best:    9241/10000 (92.41%), error:      2654.86450, best error:      2654.86450 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 15.9554529190s, input_fired_time: 0.1295605302, output_fired_time: 0.1019757539, propagate_forward_time: 5.7381320000, propagate_backward_time: 8.6181364059, weight_update_time: 0.0590031035, other_time: 1.3676481247
epoch time: 1.4699176550s, input_fired_time: 0.0160524566, output_fired_time: 0.0000000000, propagate_forward_time: 1.2018610239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2520041466
validation[          , genome  1357] predictions:    9184/  10000 (91.84%), best:    9241/10000 (92.41%), error:      2773.55298, best error:      2654.86450 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 16.7606334686s, input_fired_time: 0.1322112232, output_fired_time: 0.1061296761, propagate_forward_time: 6.0463366508, propagate_backward_time: 9.0576572418, weight_update_time: 0.0614060201, other_time: 1.4182968140
epoch time: 1.3502296209s, input_fired_time: 0.0148180118, output_fired_time: 0.0000000000, propagate_forward_time: 1.0988768339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2365348339
validation[          , genome  1357] predictions:    9250/  10000 (92.50%), best:    9250/10000 (92.50%), error:      2651.97144, best error:      2651.97144 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 17.8886470795s, input_fired_time: 0.1367521286, output_fired_time: 0.1119812280, propagate_forward_time: 6.4785542488, propagate_backward_time: 9.6755170822, weight_update_time: 0.0648615956, other_time: 1.4858446121
epoch time: 1.7617940903s, input_fired_time: 0.0178828966, output_fired_time: 0.0000000000, propagate_forward_time: 1.4554080963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885030508
validation[          , genome  1357] predictions:    9209/  10000 (92.09%), best:    9250/10000 (92.50%), error:      2669.46436, best error:      2651.97144 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 18.6916809082s, input_fired_time: 0.1406239569, output_fired_time: 0.1171814427, propagate_forward_time: 6.7800879478, propagate_backward_time: 10.1191549301, weight_update_time: 0.0676089972, other_time: 1.5346326828
epoch time: 1.7913379669s, input_fired_time: 0.0183754470, output_fired_time: 0.0000000000, propagate_forward_time: 1.4811136723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918488979
validation[          , genome  1357] predictions:    9213/  10000 (92.13%), best:    9250/10000 (92.50%), error:      2694.73291, best error:      2651.97144 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 19.3622817993s, input_fired_time: 0.1433262378, output_fired_time: 0.1204001680, propagate_forward_time: 7.0399546623, propagate_backward_time: 10.4823112488, weight_update_time: 0.0695904344, other_time: 1.5762901306
epoch time: 1.2177244425s, input_fired_time: 0.0137110660, output_fired_time: 0.0000000000, propagate_forward_time: 0.9839894176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2200239301
validation[          , genome  1357] predictions:    9230/  10000 (92.30%), best:    9230/10000 (92.30%), error:      2636.80127, best error:      2636.80127 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 17.7390441895s, input_fired_time: 0.1368919015, output_fired_time: 0.1113706082, propagate_forward_time: 6.4238843918, propagate_backward_time: 9.5885734558, weight_update_time: 0.0648261607, other_time: 1.4783239365
epoch time: 1.5273529291s, input_fired_time: 0.0164195709, output_fired_time: 0.0000000000, propagate_forward_time: 1.2520246506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589087486
validation[          , genome  1357] predictions:    9231/  10000 (92.31%), best:    9230/10000 (92.30%), error:      2644.64575, best error:      2636.80127 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 17.5255489349s, input_fired_time: 0.1358432621, output_fired_time: 0.1102846414, propagate_forward_time: 6.3419666290, propagate_backward_time: 9.4744062424, weight_update_time: 0.0637683943, other_time: 1.4630479813
epoch time: 1.9177377224s, input_fired_time: 0.0191173367, output_fired_time: 0.0000000000, propagate_forward_time: 1.5904688835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081514835
validation[          , genome  1357] predictions:    9233/  10000 (92.33%), best:    9230/10000 (92.30%), error:      2641.77979, best error:      2636.80127 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 19.0022792816s, input_fired_time: 0.1415958107, output_fired_time: 0.1180573106, propagate_forward_time: 6.9121074677, propagate_backward_time: 10.2801952362, weight_update_time: 0.0681757405, other_time: 1.5503234863
epoch time: 1.5724540949s, input_fired_time: 0.0166858230, output_fired_time: 0.0000000000, propagate_forward_time: 1.2912925482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644757032
validation[          , genome  1357] predictions:    9226/  10000 (92.26%), best:    9230/10000 (92.30%), error:      2643.78735, best error:      2636.80127 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 17.2075405121s, input_fired_time: 0.1349646896, output_fired_time: 0.1084439158, propagate_forward_time: 6.2234210968, propagate_backward_time: 9.2965002060, weight_update_time: 0.0629861206, other_time: 1.4442110062
epoch time: 1.5619113445s, input_fired_time: 0.0163847487, output_fired_time: 0.0000000000, propagate_forward_time: 1.2829855680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625410557
validation[          , genome  1357] predictions:    9235/  10000 (92.35%), best:    9230/10000 (92.30%), error:      2665.30884, best error:      2636.80127 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 18.6232089996s, input_fired_time: 0.1396680325, output_fired_time: 0.1161929891, propagate_forward_time: 6.7553863525, propagate_backward_time: 10.0819234848, weight_update_time: 0.0673083887, other_time: 1.5300378799
epoch time: 1.7688412666s, input_fired_time: 0.0176867712, output_fired_time: 0.0000000000, propagate_forward_time: 1.4615113735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896431684
validation[          , genome  1357] predictions:    9247/  10000 (92.47%), best:    9230/10000 (92.30%), error:      2652.04810, best error:      2636.80127 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 17.1083278656s, input_fired_time: 0.1342263967, output_fired_time: 0.1083836108, propagate_forward_time: 6.1803541183, propagate_backward_time: 9.2489128113, weight_update_time: 0.0625693351, other_time: 1.4364519119
epoch time: 1.3733696938s, input_fired_time: 0.0144027798, output_fired_time: 0.0000000000, propagate_forward_time: 1.1191434860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2398234606
validation[          , genome  1357] predictions:    9250/  10000 (92.50%), best:    9250/10000 (92.50%), error:      2631.49805, best error:      2631.49805 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 17.9957599640s, input_fired_time: 0.1381361187, output_fired_time: 0.1128050536, propagate_forward_time: 6.5197019577, propagate_backward_time: 9.7334966660, weight_update_time: 0.0651924089, other_time: 1.4916210175
epoch time: 1.4691176414s, input_fired_time: 0.0158619899, output_fired_time: 0.0000000000, propagate_forward_time: 1.2018597126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2513959408
validation[          , genome  1357] predictions:    9237/  10000 (92.37%), best:    9250/10000 (92.50%), error:      2643.30151, best error:      2631.49805 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 17.6101417542s, input_fired_time: 0.1365283877, output_fired_time: 0.1105015427, propagate_forward_time: 6.3720836639, propagate_backward_time: 9.5248041153, weight_update_time: 0.0641411915, other_time: 1.4662237167
epoch time: 1.5747736692s, input_fired_time: 0.0165777802, output_fired_time: 0.0000000000, propagate_forward_time: 1.2928458452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653499842
validation[          , genome  1357] predictions:    9247/  10000 (92.47%), best:    9247/10000 (92.47%), error:      2600.24023, best error:      2600.24023 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 18.1839218140s, input_fired_time: 0.1386332512, output_fired_time: 0.1140007228, propagate_forward_time: 6.5962200165, propagate_backward_time: 9.8321762085, weight_update_time: 0.0657652840, other_time: 1.5028915405
epoch time: 1.4212357998s, input_fired_time: 0.0153847924, output_fired_time: 0.0000000000, propagate_forward_time: 1.1611030102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2447479963
validation[          , genome  1357] predictions:    9231/  10000 (92.31%), best:    9247/10000 (92.47%), error:      2644.65381, best error:      2600.24023 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 16.9301090240s, input_fired_time: 0.1335429251, output_fired_time: 0.1069847494, propagate_forward_time: 6.1079454422, propagate_backward_time: 9.1514444351, weight_update_time: 0.0622581318, other_time: 1.4301910400
epoch time: 1.3443579674s, input_fired_time: 0.0147207389, output_fired_time: 0.0000000000, propagate_forward_time: 1.0932586193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2363785505
validation[          , genome  1357] predictions:    9219/  10000 (92.19%), best:    9247/10000 (92.47%), error:      2645.66992, best error:      2600.24023 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 18.4033775330s, input_fired_time: 0.1389552802, output_fired_time: 0.1152929068, propagate_forward_time: 6.6691122055, propagate_backward_time: 9.9644117355, weight_update_time: 0.0665854365, other_time: 1.5156040192
epoch time: 1.8324973583s, input_fired_time: 0.0183826219, output_fired_time: 0.0000000000, propagate_forward_time: 1.5164507627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976639271
validation[          , genome  1357] predictions:    9263/  10000 (92.63%), best:    9247/10000 (92.47%), error:      2612.96240, best error:      2600.24023 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 20.2708930969s, input_fired_time: 0.1475079060, output_fired_time: 0.1248971522, propagate_forward_time: 7.3872566223, propagate_backward_time: 10.9843196869, weight_update_time: 0.0719553903, other_time: 1.6269111633
epoch time: 1.8162626028s, input_fired_time: 0.0184020735, output_fired_time: 0.0000000000, propagate_forward_time: 1.5023245811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955359221
validation[          , genome  1357] predictions:    9236/  10000 (92.36%), best:    9247/10000 (92.47%), error:      2616.05957, best error:      2600.24023 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 17.4738445282s, input_fired_time: 0.1349616498, output_fired_time: 0.1098054275, propagate_forward_time: 6.3205566406, propagate_backward_time: 9.4489631653, weight_update_time: 0.0635970235, other_time: 1.4595565796
epoch time: 1.4827115536s, input_fired_time: 0.0157933738, output_fired_time: 0.0000000000, propagate_forward_time: 1.2137907743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2531274557
validation[          , genome  1357] predictions:    9223/  10000 (92.23%), best:    9247/10000 (92.47%), error:      2634.23853, best error:      2600.24023 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 15.2932920456s, input_fired_time: 0.1267552227, output_fired_time: 0.0985095203, propagate_forward_time: 5.4764142036, propagate_backward_time: 8.2683868408, weight_update_time: 0.0569663681, other_time: 1.3232269287
epoch time: 1.6027005911s, input_fired_time: 0.0166704636, output_fired_time: 0.0000000000, propagate_forward_time: 1.3177465200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2682836056
validation[          , genome  1357] predictions:    9233/  10000 (92.33%), best:    9247/10000 (92.47%), error:      2626.05908, best error:      2600.24023 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 18.3296718597s, input_fired_time: 0.1392322779, output_fired_time: 0.1150205880, propagate_forward_time: 6.6516780853, propagate_backward_time: 9.9141139984, weight_update_time: 0.0662623793, other_time: 1.5096263885
epoch time: 1.6955003738s, input_fired_time: 0.0175454617, output_fired_time: 0.0000000000, propagate_forward_time: 1.3971778154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807770967
validation[          , genome  1357] predictions:    9240/  10000 (92.40%), best:    9247/10000 (92.47%), error:      2611.42163, best error:      2600.24023 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 17.7914791107s, input_fired_time: 0.1377611607, output_fired_time: 0.1121417135, propagate_forward_time: 6.4376893044, propagate_backward_time: 9.6278762817, weight_update_time: 0.0647704750, other_time: 1.4760093689
epoch time: 1.6062963009s, input_fired_time: 0.0166182220, output_fired_time: 0.0000000000, propagate_forward_time: 1.3206024170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690756321
validation[          , genome  1357] predictions:    9238/  10000 (92.38%), best:    9247/10000 (92.47%), error:      2630.23291, best error:      2600.24023 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 17.5225467682s, input_fired_time: 0.1357444972, output_fired_time: 0.1103225499, propagate_forward_time: 6.3396024704, propagate_backward_time: 9.4765777588, weight_update_time: 0.0637843609, other_time: 1.4602994919
epoch time: 1.4151971340s, input_fired_time: 0.0152271092, output_fired_time: 0.0000000000, propagate_forward_time: 1.1554626226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2445074320
validation[          , genome  1357] predictions:    9237/  10000 (92.37%), best:    9247/10000 (92.47%), error:      2604.53784, best error:      2600.24023 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 22.5691585541s, input_fired_time: 0.1419679523, output_fired_time: 0.1180812120, propagate_forward_time: 8.1895875931, propagate_backward_time: 12.5579833984, weight_update_time: 0.0686549097, other_time: 1.5615377426
epoch time: 2.3127884865s, input_fired_time: 0.0185479932, output_fired_time: 0.0000000000, propagate_forward_time: 1.7488849163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5453555584
validation[          , genome  1357] predictions:    9223/  10000 (92.23%), best:    9247/10000 (92.47%), error:      2634.99658, best error:      2600.24023 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 29.7778034210s, input_fired_time: 0.1549707651, output_fired_time: 0.1352642179, propagate_forward_time: 10.4153413773, propagate_backward_time: 16.8083858490, weight_update_time: 0.0785074160, other_time: 2.2638416290
epoch time: 2.7774198055s, input_fired_time: 0.0197179243, output_fired_time: 0.0000000000, propagate_forward_time: 2.4361860752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215157986
validation[          , genome  1357] predictions:    9248/  10000 (92.48%), best:    9247/10000 (92.47%), error:      2619.43433, best error:      2600.24023 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 28.3907032013s, input_fired_time: 0.1518234015, output_fired_time: 0.3807454407, propagate_forward_time: 10.8251285553, propagate_backward_time: 15.0718698502, weight_update_time: 0.0758261457, other_time: 1.9611368179
epoch time: 2.6912400723s, input_fired_time: 0.0190395303, output_fired_time: 0.0000000000, propagate_forward_time: 2.1097910404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5624094009
validation[          , genome  1357] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2599.82080, best error:      2599.82080 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 27.3226490021s, input_fired_time: 0.1483803093, output_fired_time: 0.1260092407, propagate_forward_time: 9.7694749832, propagate_backward_time: 15.1175413132, weight_update_time: 0.0732712075, other_time: 2.1612443924
epoch time: 2.8022708893s, input_fired_time: 0.0201183204, output_fired_time: 0.0000000000, propagate_forward_time: 2.4553020000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268506527
validation[          , genome  1357] predictions:    9247/  10000 (92.47%), best:    9256/10000 (92.56%), error:      2618.10547, best error:      2599.82080 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 28.0152702332s, input_fired_time: 0.1497233659, output_fired_time: 0.1287976503, propagate_forward_time: 10.6861009598, propagate_backward_time: 14.6164484024, weight_update_time: 0.3243976533, other_time: 2.4341993332
epoch time: 3.0297856331s, input_fired_time: 0.0214915238, output_fired_time: 0.0000000000, propagate_forward_time: 2.1400053501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8682887554
validation[          , genome  1357] predictions:    9243/  10000 (92.43%), best:    9256/10000 (92.56%), error:      2606.11523, best error:      2599.82080 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 26.1219272614s, input_fired_time: 0.1440979242, output_fired_time: 0.1209573001, propagate_forward_time: 9.6560297012, propagate_backward_time: 14.6002054214, weight_update_time: 0.0703779459, other_time: 1.6006383896
epoch time: 2.8445930481s, input_fired_time: 0.0202975236, output_fired_time: 0.0000000000, propagate_forward_time: 2.4916536808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326418400
validation[          , genome  1357] predictions:    9240/  10000 (92.40%), best:    9240/10000 (92.40%), error:      2595.39478, best error:      2595.39478 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 28.1414203644s, input_fired_time: 0.1502691060, output_fired_time: 0.3787567914, propagate_forward_time: 10.7256870270, propagate_backward_time: 14.9432010651, weight_update_time: 0.0751200393, other_time: 1.9435062408
epoch time: 2.4459154606s, input_fired_time: 0.0194450337, output_fired_time: 0.0000000000, propagate_forward_time: 2.1127598286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137106895
validation[          , genome  1357] predictions:    9247/  10000 (92.47%), best:    9240/10000 (92.40%), error:      2608.94019, best error:      2595.39478 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 27.1676120758s, input_fired_time: 0.1472707689, output_fired_time: 0.1249369904, propagate_forward_time: 10.9404687881, propagate_backward_time: 14.0533018112, weight_update_time: 0.0729507133, other_time: 1.9016342163
epoch time: 2.4427547455s, input_fired_time: 0.0176253505, output_fired_time: 0.0000000000, propagate_forward_time: 2.1455535889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2795758247
validation[          , genome  1357] predictions:    9259/  10000 (92.59%), best:    9240/10000 (92.40%), error:      2599.07349, best error:      2595.39478 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 30.5684890747s, input_fired_time: 0.1587811708, output_fired_time: 0.1398876011, propagate_forward_time: 10.9744701385, propagate_backward_time: 16.7325782776, weight_update_time: 0.0807572678, other_time: 2.5627727509
epoch time: 3.2817606926s, input_fired_time: 0.0217152592, output_fired_time: 0.0000000000, propagate_forward_time: 2.4051492214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8548963070
validation[          , genome  1357] predictions:    9249/  10000 (92.49%), best:    9240/10000 (92.40%), error:      2597.86768, best error:      2595.39478 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 29.9748191833s, input_fired_time: 0.1558735669, output_fired_time: 0.1362080425, propagate_forward_time: 11.4756526947, propagate_backward_time: 15.9306497574, weight_update_time: 0.0790445507, other_time: 2.2764348984
epoch time: 2.5638008118s, input_fired_time: 0.0200594179, output_fired_time: 0.0000000000, propagate_forward_time: 2.2166121006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271293640
validation[          , genome  1357] predictions:    9263/  10000 (92.63%), best:    9263/10000 (92.63%), error:      2583.25513, best error:      2583.25513 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 29.9535007477s, input_fired_time: 0.1557573676, output_fired_time: 0.1364291161, propagate_forward_time: 11.4736576080, propagate_backward_time: 16.1630058289, weight_update_time: 0.0791879073, other_time: 2.0246505737
epoch time: 2.7813618183s, input_fired_time: 0.0199805908, output_fired_time: 0.0000000000, propagate_forward_time: 2.1899003983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5714807510
validation[          , genome  1357] predictions:    9256/  10000 (92.56%), best:    9263/10000 (92.63%), error:      2615.12280, best error:      2583.25513 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 26.8897285461s, input_fired_time: 0.1468458474, output_fired_time: 0.1241264120, propagate_forward_time: 8.8381423950, propagate_backward_time: 15.8986225128, weight_update_time: 0.0720577985, other_time: 1.8819904327
epoch time: 2.2607281208s, input_fired_time: 0.0182136483, output_fired_time: 0.0000000000, propagate_forward_time: 1.9535217285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889926434
validation[          , genome  1357] predictions:    9254/  10000 (92.54%), best:    9263/10000 (92.63%), error:      2592.57983, best error:      2583.25513 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 28.5501041412s, input_fired_time: 0.1524047554, output_fired_time: 0.1317271590, propagate_forward_time: 11.1245374680, propagate_backward_time: 14.9221620560, weight_update_time: 0.0763181746, other_time: 2.2192716599
epoch time: 2.7784664631s, input_fired_time: 0.0200384520, output_fired_time: 0.0000000000, propagate_forward_time: 2.4361431599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222849369
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9263/10000 (92.63%), error:      2600.92041, best error:      2583.25513 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 26.1985530853s, input_fired_time: 0.3949531615, output_fired_time: 0.1217169538, propagate_forward_time: 8.9287815094, propagate_backward_time: 14.1489772797, weight_update_time: 0.0703988150, other_time: 2.6041240692
epoch time: 1.9699902534s, input_fired_time: 0.0160637256, output_fired_time: 0.0000000000, propagate_forward_time: 1.7026290894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2512974739
validation[          , genome  1357] predictions:    9258/  10000 (92.58%), best:    9263/10000 (92.63%), error:      2605.77490, best error:      2583.25513 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 29.0953216553s, input_fired_time: 0.1534250826, output_fired_time: 0.3830928206, propagate_forward_time: 10.4986944199, propagate_backward_time: 15.5732688904, weight_update_time: 0.0770763680, other_time: 2.4868392944
epoch time: 2.7203860283s, input_fired_time: 0.0198233929, output_fired_time: 0.0000000000, propagate_forward_time: 2.1348049641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657577515
validation[          , genome  1357] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2579.64893, best error:      2579.64893 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 30.0430240631s, input_fired_time: 0.6717669368, output_fired_time: 0.1365397871, propagate_forward_time: 11.4982709885, propagate_backward_time: 14.9568796158, weight_update_time: 0.0794217885, other_time: 2.7795667648
epoch time: 2.4473922253s, input_fired_time: 0.0195674002, output_fired_time: 0.0000000000, propagate_forward_time: 2.1154611111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123636246
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2594.03491, best error:      2579.64893 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 28.2611331940s, input_fired_time: 0.1517021954, output_fired_time: 0.1297940016, propagate_forward_time: 9.5184221268, propagate_backward_time: 16.2604598999, weight_update_time: 0.0754338652, other_time: 2.2007560730
epoch time: 2.0703153610s, input_fired_time: 0.0164917670, output_fired_time: 0.0000000000, propagate_forward_time: 1.7903020382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635216713
validation[          , genome  1357] predictions:    9242/  10000 (92.42%), best:    9264/10000 (92.64%), error:      2592.27759, best error:      2579.64893 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 24.8419170380s, input_fired_time: 0.1411972940, output_fired_time: 0.3655446470, propagate_forward_time: 9.2380342484, propagate_backward_time: 13.0613813400, weight_update_time: 0.0670707673, other_time: 2.0357589722
epoch time: 2.0530490875s, input_fired_time: 0.0164241903, output_fired_time: 0.0000000000, propagate_forward_time: 1.5256357193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109891891
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2580.81567, best error:      2579.64893 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 27.5674571991s, input_fired_time: 0.1495824754, output_fired_time: 0.1276400387, propagate_forward_time: 9.8511304855, propagate_backward_time: 15.0164918900, weight_update_time: 0.0738319084, other_time: 2.4226140976
epoch time: 3.0175807476s, input_fired_time: 0.0218791049, output_fired_time: 0.0000000000, propagate_forward_time: 2.6419792175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537223339
validation[          , genome  1357] predictions:    9258/  10000 (92.58%), best:    9264/10000 (92.64%), error:      2588.75757, best error:      2579.64893 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 30.5934638977s, input_fired_time: 0.1587101221, output_fired_time: 0.1393813789, propagate_forward_time: 12.2345523834, propagate_backward_time: 15.9968852997, weight_update_time: 0.0810132623, other_time: 2.0639343262
epoch time: 2.7496352196s, input_fired_time: 0.0199298933, output_fired_time: 0.0000000000, propagate_forward_time: 2.1607494354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689558983
validation[          , genome  1357] predictions:    9257/  10000 (92.57%), best:    9264/10000 (92.64%), error:      2585.55176, best error:      2579.64893 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 30.7348136902s, input_fired_time: 0.1582099348, output_fired_time: 0.1391134411, propagate_forward_time: 10.9402770996, propagate_backward_time: 17.1893863678, weight_update_time: 0.0809138864, other_time: 2.3078250885
epoch time: 2.5265381336s, input_fired_time: 0.0201290660, output_fired_time: 0.0000000000, propagate_forward_time: 2.1836445332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227646351
validation[          , genome  1357] predictions:    9253/  10000 (92.53%), best:    9264/10000 (92.64%), error:      2609.71387, best error:      2579.64893 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 28.7025489807s, input_fired_time: 0.1536790282, output_fired_time: 0.1320724636, propagate_forward_time: 9.9331655502, propagate_backward_time: 16.5081672668, weight_update_time: 0.0765413120, other_time: 1.9754638672
epoch time: 2.4939544201s, input_fired_time: 0.0180718172, output_fired_time: 0.0000000000, propagate_forward_time: 1.6889858246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7868967056
validation[          , genome  1357] predictions:    9254/  10000 (92.54%), best:    9264/10000 (92.64%), error:      2585.65649, best error:      2579.64893 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 27.2336006165s, input_fired_time: 0.1485072821, output_fired_time: 0.1259589046, propagate_forward_time: 9.4624853134, propagate_backward_time: 15.3440408707, weight_update_time: 0.0729751885, other_time: 2.1526060104
epoch time: 1.9642398357s, input_fired_time: 0.0161169898, output_fired_time: 0.0000000000, propagate_forward_time: 1.4476714134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004514456
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2591.28003, best error:      2579.64893 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 28.0514888763s, input_fired_time: 0.1512433439, output_fired_time: 0.1288888156, propagate_forward_time: 10.6818914413, propagate_backward_time: 15.4007139206, weight_update_time: 0.0746475086, other_time: 1.6887521744
epoch time: 2.1409289837s, input_fired_time: 0.0171056706, output_fired_time: 0.0000000000, propagate_forward_time: 1.8500570059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737663984
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9264/10000 (92.64%), error:      2585.92017, best error:      2579.64893 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 28.6738185883s, input_fired_time: 0.1526100785, output_fired_time: 0.1313345730, propagate_forward_time: 11.0788698196, propagate_backward_time: 14.8474330902, weight_update_time: 0.0757478699, other_time: 2.4635715485
epoch time: 2.8822853565s, input_fired_time: 0.2705738842, output_fired_time: 0.0000000000, propagate_forward_time: 2.2749001980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368113041
validation[          , genome  1357] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2580.78271, best error:      2579.64893 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 25.2758293152s, input_fired_time: 0.1426821649, output_fired_time: 0.1179031581, propagate_forward_time: 8.9155130386, propagate_backward_time: 13.7877283096, weight_update_time: 0.0686478242, other_time: 2.3120031357
epoch time: 2.1506922245s, input_fired_time: 0.0171415117, output_fired_time: 0.0000000000, propagate_forward_time: 1.8587336540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748169899
validation[          , genome  1357] predictions:    9255/  10000 (92.55%), best:    9264/10000 (92.64%), error:      2593.67432, best error:      2579.64893 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 28.6984500885s, input_fired_time: 0.6529673934, output_fired_time: 0.1312849373, propagate_forward_time: 11.5917510986, propagate_backward_time: 14.1108236313, weight_update_time: 0.3257919848, other_time: 2.2116231918
epoch time: 2.7722964287s, input_fired_time: 0.0200041514, output_fired_time: 0.0000000000, propagate_forward_time: 2.4301698208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3221225739
validation[          , genome  1357] predictions:    9264/  10000 (92.64%), best:    9264/10000 (92.64%), error:      2589.38232, best error:      2579.64893 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 28.3761825562s, input_fired_time: 0.1522250772, output_fired_time: 0.1300800294, propagate_forward_time: 8.5746297836, propagate_backward_time: 16.0587348938, weight_update_time: 0.0758957043, other_time: 3.4605140686
epoch time: 2.7261056900s, input_fired_time: 0.0195704605, output_fired_time: 0.0000000000, propagate_forward_time: 2.1401650906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663702488
validation[          , genome  1357] predictions:    9257/  10000 (92.57%), best:    9257/10000 (92.57%), error:      2576.62891, best error:      2576.62891 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 29.9033641815s, input_fired_time: 0.4054481983, output_fired_time: 0.1362252980, propagate_forward_time: 9.7058763504, propagate_backward_time: 17.3833160400, weight_update_time: 0.0788622722, other_time: 2.2724990845
epoch time: 2.1805174351s, input_fired_time: 0.0177425966, output_fired_time: 0.0000000000, propagate_forward_time: 1.6346795559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280952454
validation[          , genome  1357] predictions:    9258/  10000 (92.58%), best:    9257/10000 (92.57%), error:      2579.71069, best error:      2576.62891 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 31.3534145355s, input_fired_time: 0.1607503742, output_fired_time: 0.1425916553, propagate_forward_time: 11.1794633865, propagate_backward_time: 17.0241069794, weight_update_time: 0.0825000927, other_time: 2.8465023041
epoch time: 2.0650951862s, input_fired_time: 0.0168327484, output_fired_time: 0.0000000000, propagate_forward_time: 1.7850825787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631797791
validation[          , genome  1357] predictions:    9266/  10000 (92.66%), best:    9266/10000 (92.66%), error:      2573.96118, best error:      2573.96118 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 27.8022384644s, input_fired_time: 0.1499658972, output_fired_time: 0.1271149814, propagate_forward_time: 10.6054582596, propagate_backward_time: 14.4965391159, weight_update_time: 0.0738215968, other_time: 2.4231615067
epoch time: 2.9459939003s, input_fired_time: 0.0213650558, output_fired_time: 0.0000000000, propagate_forward_time: 2.5811598301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434689045
validation[          , genome  1357] predictions:    9262/  10000 (92.62%), best:    9266/10000 (92.66%), error:      2576.36230, best error:      2573.96118 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 29.1780319214s, input_fired_time: 0.1546574831, output_fired_time: 0.1332801282, propagate_forward_time: 11.2820339203, propagate_backward_time: 15.6152439117, weight_update_time: 0.0771818683, other_time: 1.9928169250
epoch time: 2.4352602959s, input_fired_time: 0.0176192001, output_fired_time: 0.0000000000, propagate_forward_time: 2.1385083199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791328430
validation[          , genome  1357] predictions:    9251/  10000 (92.51%), best:    9266/10000 (92.66%), error:      2592.62793, best error:      2573.96118 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 27.9398536682s, input_fired_time: 0.1502830237, output_fired_time: 0.3780637980, propagate_forward_time: 10.1441011429, propagate_backward_time: 15.5839662552, weight_update_time: 0.0742865130, other_time: 1.6834402084
epoch time: 2.3192665577s, input_fired_time: 0.0187589228, output_fired_time: 0.0000000000, propagate_forward_time: 2.0045440197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959635258
validation[          , genome  1357] predictions:    9264/  10000 (92.64%), best:    9266/10000 (92.66%), error:      2578.23682, best error:      2573.96118 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 30.7005233765s, input_fired_time: 0.1585759073, output_fired_time: 0.1386587918, propagate_forward_time: 11.1570920944, propagate_backward_time: 16.6922130585, weight_update_time: 0.0801863223, other_time: 2.5539836884
epoch time: 1.4614351988s, input_fired_time: 0.0141621204, output_fired_time: 0.0000000000, propagate_forward_time: 1.2284599543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2188131809
validation[          , genome  1357] predictions:    9260/  10000 (92.60%), best:    9266/10000 (92.66%), error:      2582.47754, best error:      2573.96118 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 27.9361248016s, input_fired_time: 0.1502578557, output_fired_time: 0.1276522279, propagate_forward_time: 11.8976564407, propagate_backward_time: 13.8317098618, weight_update_time: 0.0742230564, other_time: 1.9288482666
epoch time: 2.3622438908s, input_fired_time: 0.0189017747, output_fired_time: 0.0000000000, propagate_forward_time: 2.0415062904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018357754
validation[          , genome  1357] predictions:    9252/  10000 (92.52%), best:    9266/10000 (92.66%), error:      2598.54468, best error:      2573.96118 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 28.5574684143s, input_fired_time: 0.1531293094, output_fired_time: 0.6313747168, propagate_forward_time: 10.6359663010, propagate_backward_time: 14.4036092758, weight_update_time: 0.3261681795, other_time: 2.7333879471
epoch time: 2.5583312511s, input_fired_time: 0.0184696633, output_fired_time: 0.0000000000, propagate_forward_time: 1.9953912497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444704294
validation[          , genome  1357] predictions:    9261/  10000 (92.61%), best:    9266/10000 (92.66%), error:      2580.28394, best error:      2573.96118 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 28.1788120270s, input_fired_time: 0.1516463012, output_fired_time: 0.1293884069, propagate_forward_time: 10.2394914627, propagate_backward_time: 15.7114105225, weight_update_time: 0.3251599073, other_time: 1.9468765259
epoch time: 1.9159319401s, input_fired_time: 0.0158430599, output_fired_time: 0.0000000000, propagate_forward_time: 1.6551744938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2449144125
validation[          , genome  1357] predictions:    9253/  10000 (92.53%), best:    9266/10000 (92.66%), error:      2601.58130, best error:      2573.96118 on epoch:    93, 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: 13.7470989227s, input_fired_time: 0.1019142270, output_fired_time: 0.0000000000, propagate_forward_time: 11.4530544281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1921300888
best training[          , genome  1357] predictions:   47047/  50000 (94.09%), best:    9266/10000 (92.66%), error:     10825.83789, best error:      2573.96118 on epoch:    93, 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: 2.3768661022s, input_fired_time: 0.0187901724, output_fired_time: 0.0000000000, propagate_forward_time: 1.8042595387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538163185
   testing[          , genome  1357] predictions:    9308/  10000 (93.08%), best:    9266/10000 (92.66%), error:      2434.00757, best error:      2573.96118 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:10:16 (3088): called boinc_finish(0)

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