Nameexact_genome_1512568488_43_6933_1
Workunit2605959
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline18 Dec 2017, 21:35:38 UTC
Received8 Dec 2017, 3:53:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time3 hours 2 min 43 sec
CPU time3 hours 2 min 3 sec
Validate stateValid
Credit2,736.10
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 99.6695404053s, input_fired_time: 1.0907766819, output_fired_time: 0.6753541827, propagate_forward_time: 40.1585350037, propagate_backward_time: 55.7028121948, weight_update_time: 0.0987798646, other_time: 2.0420646667
epoch time: 8.4400253296s, input_fired_time: 0.1160471216, output_fired_time: 0.0000000000, propagate_forward_time: 7.9699983597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539800644
validation[          , genome  6933] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       939.26324, best error:       939.26324 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 99.1872558594s, input_fired_time: 1.0850237608, output_fired_time: 0.6706293821, propagate_forward_time: 40.0035858154, propagate_backward_time: 55.3906745911, weight_update_time: 0.0972270742, other_time: 2.0373420715
epoch time: 8.5192041397s, input_fired_time: 0.1181855202, output_fired_time: 0.0000000000, propagate_forward_time: 8.0417737961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592443466
validation[          , genome  6933] predictions:    9695/  10000 (96.95%), best:    9721/10000 (97.21%), error:      1012.99463, best error:       939.26324 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 99.2978897095s, input_fired_time: 1.0866498947, output_fired_time: 0.6726498008, propagate_forward_time: 40.0462837219, propagate_backward_time: 55.4623908997, weight_update_time: 0.0964124501, other_time: 2.0299148560
epoch time: 8.4528722763s, input_fired_time: 0.1160269752, output_fired_time: 0.0000000000, propagate_forward_time: 7.9808344841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560109138
validation[          , genome  6933] predictions:    9700/  10000 (97.00%), best:    9721/10000 (97.21%), error:      1016.25146, best error:       939.26324 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 99.6931152344s, input_fired_time: 1.0800369978, output_fired_time: 0.6742283106, propagate_forward_time: 40.2136230469, propagate_backward_time: 55.6862258911, weight_update_time: 0.0971760377, other_time: 2.0390014648
epoch time: 8.6915264130s, input_fired_time: 0.1154616401, output_fired_time: 0.0000000000, propagate_forward_time: 8.1860036850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900613785
validation[          , genome  6933] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       921.07977, best error:       921.07977 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 99.4244384766s, input_fired_time: 1.0965962410, output_fired_time: 0.6744000316, propagate_forward_time: 40.0648307800, propagate_backward_time: 55.5513420105, weight_update_time: 0.0954089984, other_time: 2.0372695923
epoch time: 8.4333009720s, input_fired_time: 0.1166199595, output_fired_time: 0.0000000000, propagate_forward_time: 7.9616413116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550395966
validation[          , genome  6933] predictions:    9712/  10000 (97.12%), best:    9716/10000 (97.16%), error:       944.57697, best error:       921.07977 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 99.1212463379s, input_fired_time: 1.0899902582, output_fired_time: 0.6729623675, propagate_forward_time: 40.0083198547, propagate_backward_time: 55.3157844543, weight_update_time: 0.0953575820, other_time: 2.0341873169
epoch time: 8.5098114014s, input_fired_time: 0.1129010618, output_fired_time: 0.0000000000, propagate_forward_time: 8.0433301926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535804749
validation[          , genome  6933] predictions:    9702/  10000 (97.02%), best:    9716/10000 (97.16%), error:      1007.89398, best error:       921.07977 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 99.3854522705s, input_fired_time: 1.0998897552, output_fired_time: 0.6719883084, propagate_forward_time: 40.0637588501, propagate_backward_time: 55.5356025696, weight_update_time: 0.0962683335, other_time: 2.0142097473
epoch time: 8.4966287613s, input_fired_time: 0.1167312637, output_fired_time: 0.0000000000, propagate_forward_time: 8.0261001587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537969589
validation[          , genome  6933] predictions:    9656/  10000 (96.56%), best:    9716/10000 (97.16%), error:      1153.94055, best error:       921.07977 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 99.1776428223s, input_fired_time: 1.0754270554, output_fired_time: 0.6721391082, propagate_forward_time: 40.0172157288, propagate_backward_time: 55.4017486572, weight_update_time: 0.0970746130, other_time: 2.0111122131
epoch time: 8.4784431458s, input_fired_time: 0.1146222427, output_fired_time: 0.0000000000, propagate_forward_time: 8.0085334778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3552875519
validation[          , genome  6933] predictions:    9651/  10000 (96.51%), best:    9716/10000 (97.16%), error:      1081.15698, best error:       921.07977 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 99.0450286865s, input_fired_time: 1.0875673294, output_fired_time: 0.6688274741, propagate_forward_time: 40.0054817200, propagate_backward_time: 55.2762107849, weight_update_time: 0.0939267874, other_time: 2.0069351196
epoch time: 8.3999109268s, input_fired_time: 0.1159519479, output_fired_time: 0.0000000000, propagate_forward_time: 7.9350194931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489398956
validation[          , genome  6933] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       888.84869, best error:       888.84869 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 99.1517410278s, input_fired_time: 1.0815844536, output_fired_time: 0.6719428897, propagate_forward_time: 40.0065574646, propagate_backward_time: 55.3796272278, weight_update_time: 0.0944399387, other_time: 2.0120315552
epoch time: 8.4654331207s, input_fired_time: 0.1131147891, output_fired_time: 0.0000000000, propagate_forward_time: 7.9997477531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525710106
validation[          , genome  6933] predictions:    9688/  10000 (96.88%), best:    9736/10000 (97.36%), error:      1042.76099, best error:       888.84869 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 99.7772674561s, input_fired_time: 1.0784841776, output_fired_time: 0.6704225540, propagate_forward_time: 40.2210197449, propagate_backward_time: 55.7825889587, weight_update_time: 0.0957022086, other_time: 2.0247497559
epoch time: 8.4581651688s, input_fired_time: 0.1154627278, output_fired_time: 0.0000000000, propagate_forward_time: 7.9934225082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492803574
validation[          , genome  6933] predictions:    9734/  10000 (97.34%), best:    9734/10000 (97.34%), error:       881.99792, best error:       881.99792 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 99.3652496338s, input_fired_time: 1.0826811790, output_fired_time: 0.6717032194, propagate_forward_time: 40.1223144531, propagate_backward_time: 55.4824371338, weight_update_time: 0.0951858684, other_time: 2.0061187744
epoch time: 8.4446640015s, input_fired_time: 0.1155618206, output_fired_time: 0.0000000000, propagate_forward_time: 7.9778199196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512825966
validation[          , genome  6933] predictions:    9667/  10000 (96.67%), best:    9734/10000 (97.34%), error:      1074.23230, best error:       881.99792 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 98.7483596802s, input_fired_time: 1.0919369459, output_fired_time: 0.6703405976, propagate_forward_time: 39.8592796326, propagate_backward_time: 55.1121673584, weight_update_time: 0.0946503207, other_time: 2.0146369934
epoch time: 8.5985603333s, input_fired_time: 0.1146641299, output_fired_time: 0.0000000000, propagate_forward_time: 8.1234989166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603973389
validation[          , genome  6933] predictions:    9719/  10000 (97.19%), best:    9734/10000 (97.34%), error:       895.32526, best error:       881.99792 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 99.5078735352s, input_fired_time: 1.0994758606, output_fired_time: 0.6746333838, propagate_forward_time: 40.1084289551, propagate_backward_time: 55.5904388428, weight_update_time: 0.0954025686, other_time: 2.0348968506
epoch time: 8.5035905838s, input_fired_time: 0.1176943332, output_fired_time: 0.0000000000, propagate_forward_time: 8.0283041000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3575925827
validation[          , genome  6933] predictions:    9740/  10000 (97.40%), best:    9734/10000 (97.34%), error:       892.48254, best error:       881.99792 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 99.5541305542s, input_fired_time: 1.0753396749, output_fired_time: 0.6725437641, propagate_forward_time: 40.1861114502, propagate_backward_time: 55.6199340820, weight_update_time: 0.0970773622, other_time: 2.0001983643
epoch time: 8.4711236954s, input_fired_time: 0.1125173271, output_fired_time: 0.0000000000, propagate_forward_time: 8.0035181046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550882339
validation[          , genome  6933] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       871.03986, best error:       871.03986 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 99.8642883301s, input_fired_time: 1.0889679193, output_fired_time: 0.6724027395, propagate_forward_time: 40.3236732483, propagate_backward_time: 55.7464752197, weight_update_time: 0.0961837992, other_time: 2.0327720642
epoch time: 8.5839910507s, input_fired_time: 0.1196674407, output_fired_time: 0.0000000000, propagate_forward_time: 8.0904016495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739223480
validation[          , genome  6933] predictions:    9724/  10000 (97.24%), best:    9736/10000 (97.36%), error:       905.55493, best error:       871.03986 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 100.4225463867s, input_fired_time: 1.0937154293, output_fired_time: 0.6777957082, propagate_forward_time: 40.4437675476, propagate_backward_time: 56.1544990540, weight_update_time: 0.0967176333, other_time: 2.0527725220
epoch time: 8.4403886795s, input_fired_time: 0.1136829257, output_fired_time: 0.0000000000, propagate_forward_time: 7.9776554108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490505219
validation[          , genome  6933] predictions:    9745/  10000 (97.45%), best:    9736/10000 (97.36%), error:       875.12598, best error:       871.03986 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 99.1473541260s, input_fired_time: 1.0857757330, output_fired_time: 0.6722597480, propagate_forward_time: 39.9552917480, propagate_backward_time: 55.4248275757, weight_update_time: 0.0953007713, other_time: 2.0092010498
epoch time: 8.5252237320s, input_fired_time: 0.1157527193, output_fired_time: 0.0000000000, propagate_forward_time: 8.0442628860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652076721
validation[          , genome  6933] predictions:    9715/  10000 (97.15%), best:    9736/10000 (97.36%), error:       997.87213, best error:       871.03986 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 99.3834686279s, input_fired_time: 1.1020243168, output_fired_time: 0.6743960977, propagate_forward_time: 40.1345520020, propagate_backward_time: 55.4411659241, weight_update_time: 0.1025299951, other_time: 2.0313301086
epoch time: 8.4754495621s, input_fired_time: 0.1199571192, output_fired_time: 0.0000000000, propagate_forward_time: 8.0003986359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550939560
validation[          , genome  6933] predictions:    9727/  10000 (97.27%), best:    9736/10000 (97.36%), error:       961.12628, best error:       871.03986 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 99.1374435425s, input_fired_time: 1.0789833069, output_fired_time: 0.6703032851, propagate_forward_time: 40.0349807739, propagate_backward_time: 55.3486862183, weight_update_time: 0.0956198797, other_time: 2.0044860840
epoch time: 8.5660152435s, input_fired_time: 0.1195392311, output_fired_time: 0.0000000000, propagate_forward_time: 8.0915012360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549747467
validation[          , genome  6933] predictions:    9729/  10000 (97.29%), best:    9736/10000 (97.36%), error:       909.36853, best error:       871.03986 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 99.5997009277s, input_fired_time: 1.0932093859, output_fired_time: 0.6739649177, propagate_forward_time: 40.2147827148, propagate_backward_time: 55.5866432190, weight_update_time: 0.0952277184, other_time: 2.0311012268
epoch time: 8.4986658096s, input_fired_time: 0.1116152927, output_fired_time: 0.0000000000, propagate_forward_time: 8.0401191711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469314575
validation[          , genome  6933] predictions:    9672/  10000 (96.72%), best:    9736/10000 (97.36%), error:      1038.46643, best error:       871.03986 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 100.0293960571s, input_fired_time: 1.1139932871, output_fired_time: 0.6787785888, propagate_forward_time: 40.2993316650, propagate_backward_time: 55.8755569458, weight_update_time: 0.0956339389, other_time: 2.0617370605
epoch time: 8.5434970856s, input_fired_time: 0.1211615279, output_fired_time: 0.0000000000, propagate_forward_time: 8.0628976822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3594379425
validation[          , genome  6933] predictions:    9735/  10000 (97.35%), best:    9736/10000 (97.36%), error:       884.36420, best error:       871.03986 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 100.5552139282s, input_fired_time: 1.1090896130, output_fired_time: 0.6805030704, propagate_forward_time: 40.5071868896, propagate_backward_time: 56.1968269348, weight_update_time: 0.0960292071, other_time: 2.0616035461
epoch time: 8.5367040634s, input_fired_time: 0.1197212934, output_fired_time: 0.0000000000, propagate_forward_time: 8.0509948730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659877777
validation[          , genome  6933] predictions:    9681/  10000 (96.81%), best:    9736/10000 (97.36%), error:      1067.83813, best error:       871.03986 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 99.7689819336s, input_fired_time: 1.1625366211, output_fired_time: 0.6751815677, propagate_forward_time: 40.2188224792, propagate_backward_time: 55.6595001221, weight_update_time: 0.0948146507, other_time: 2.0529441833
epoch time: 8.5402278900s, input_fired_time: 0.1179856211, output_fired_time: 0.0000000000, propagate_forward_time: 8.0310630798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911790848
validation[          , genome  6933] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       844.12732, best error:       844.12732 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 99.0149688721s, input_fired_time: 1.0882484913, output_fired_time: 0.6707446575, propagate_forward_time: 39.9439163208, propagate_backward_time: 55.2852210999, weight_update_time: 0.0948136300, other_time: 2.0268363953
epoch time: 8.5116758347s, input_fired_time: 0.1217234656, output_fired_time: 0.0000000000, propagate_forward_time: 8.0294513702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605012894
validation[          , genome  6933] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       926.49603, best error:       844.12732 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 99.7197570801s, input_fired_time: 1.1104027033, output_fired_time: 0.6752383113, propagate_forward_time: 40.2441825867, propagate_backward_time: 55.6491127014, weight_update_time: 0.0939918011, other_time: 2.0408172607
epoch time: 8.4499931335s, input_fired_time: 0.1125501692, output_fired_time: 0.0000000000, propagate_forward_time: 7.9865570068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508863449
validation[          , genome  6933] predictions:    9741/  10000 (97.41%), best:    9759/10000 (97.59%), error:       882.89648, best error:       844.12732 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 99.5029525757s, input_fired_time: 1.0854026079, output_fired_time: 0.6706444621, propagate_forward_time: 40.2168273926, propagate_backward_time: 55.4926223755, weight_update_time: 0.0960543528, other_time: 2.0374526978
epoch time: 8.4691915512s, input_fired_time: 0.1186136082, output_fired_time: 0.0000000000, propagate_forward_time: 7.9962534904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3543248177
validation[          , genome  6933] predictions:    9725/  10000 (97.25%), best:    9759/10000 (97.59%), error:       906.08368, best error:       844.12732 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 99.6841659546s, input_fired_time: 1.1115207672, output_fired_time: 0.6745094061, propagate_forward_time: 40.1647720337, propagate_backward_time: 55.6796455383, weight_update_time: 0.0940223560, other_time: 2.0537223816
epoch time: 8.4829339981s, input_fired_time: 0.1131558493, output_fired_time: 0.0000000000, propagate_forward_time: 8.0250778198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3446998596
validation[          , genome  6933] predictions:    9666/  10000 (96.66%), best:    9759/10000 (97.59%), error:      1081.39819, best error:       844.12732 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 99.0027542114s, input_fired_time: 1.0797662735, output_fired_time: 0.6717048287, propagate_forward_time: 39.9308967590, propagate_backward_time: 55.3113250732, weight_update_time: 0.0963561609, other_time: 2.0090599060
epoch time: 8.4931373596s, input_fired_time: 0.1199926734, output_fired_time: 0.0000000000, propagate_forward_time: 8.0133781433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597669601
validation[          , genome  6933] predictions:    9728/  10000 (97.28%), best:    9759/10000 (97.59%), error:       897.33630, best error:       844.12732 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 99.3462066650s, input_fired_time: 1.1004565954, output_fired_time: 0.6737144589, propagate_forward_time: 40.0283393860, propagate_backward_time: 55.5293083191, weight_update_time: 0.0953048617, other_time: 2.0143890381
epoch time: 8.4383220673s, input_fired_time: 0.1145201847, output_fired_time: 0.0000000000, propagate_forward_time: 7.9738836288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499183655
validation[          , genome  6933] predictions:    9738/  10000 (97.38%), best:    9759/10000 (97.59%), error:       873.49878, best error:       844.12732 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 99.0665969849s, input_fired_time: 1.0752639771, output_fired_time: 0.6675977111, propagate_forward_time: 40.0715866089, propagate_backward_time: 55.2737274170, weight_update_time: 0.0960793942, other_time: 1.9784240723
epoch time: 8.4140272141s, input_fired_time: 0.1128760576, output_fired_time: 0.0000000000, propagate_forward_time: 7.9589977264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421535492
validation[          , genome  6933] predictions:    9730/  10000 (97.30%), best:    9759/10000 (97.59%), error:       870.08771, best error:       844.12732 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 99.1461257935s, input_fired_time: 1.0841549635, output_fired_time: 0.6779972911, propagate_forward_time: 40.0452957153, propagate_backward_time: 55.3493957520, weight_update_time: 0.0953155234, other_time: 1.9892883301
epoch time: 8.4052133560s, input_fired_time: 0.1125563830, output_fired_time: 0.0000000000, propagate_forward_time: 7.9505414963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421154022
validation[          , genome  6933] predictions:    9750/  10000 (97.50%), best:    9759/10000 (97.59%), error:       871.37573, best error:       844.12732 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 99.2019958496s, input_fired_time: 1.0864551067, output_fired_time: 0.6785609722, propagate_forward_time: 39.9329071045, propagate_backward_time: 55.5073013306, weight_update_time: 0.0952860266, other_time: 1.9967727661
epoch time: 8.4722452164s, input_fired_time: 0.1212263033, output_fired_time: 0.0000000000, propagate_forward_time: 7.9979767799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530421257
validation[          , genome  6933] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       834.28503, best error:       834.28503 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 98.9182281494s, input_fired_time: 1.0979257822, output_fired_time: 0.6689636707, propagate_forward_time: 40.0002365112, propagate_backward_time: 55.1523971558, weight_update_time: 0.0945822671, other_time: 1.9987106323
epoch time: 8.4688720703s, input_fired_time: 0.1167202592, output_fired_time: 0.0000000000, propagate_forward_time: 8.0036678314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3484840393
validation[          , genome  6933] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       814.94360, best error:       814.94360 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 98.9330749512s, input_fired_time: 1.0725311041, output_fired_time: 0.6691182852, propagate_forward_time: 39.9569091797, propagate_backward_time: 55.2603340149, weight_update_time: 0.0960345864, other_time: 1.9741783142
epoch time: 8.4222164154s, input_fired_time: 0.1126948148, output_fired_time: 0.0000000000, propagate_forward_time: 7.9662275314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3432941437
validation[          , genome  6933] predictions:    9749/  10000 (97.49%), best:    9770/10000 (97.70%), error:       861.62854, best error:       814.94360 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 99.3333663940s, input_fired_time: 1.0952168703, output_fired_time: 0.6734623313, propagate_forward_time: 40.1346206665, propagate_backward_time: 55.4114761353, weight_update_time: 0.0951107740, other_time: 2.0185928345
epoch time: 8.5325651169s, input_fired_time: 0.1190974116, output_fired_time: 0.0000000000, propagate_forward_time: 8.0544996262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589677811
validation[          , genome  6933] predictions:    9748/  10000 (97.48%), best:    9770/10000 (97.70%), error:       905.38049, best error:       814.94360 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 99.4158096313s, input_fired_time: 1.1041887999, output_fired_time: 0.6752772927, propagate_forward_time: 40.0822944641, propagate_backward_time: 55.5237159729, weight_update_time: 0.0944290683, other_time: 2.0303344727
epoch time: 8.4074535370s, input_fired_time: 0.1136494726, output_fired_time: 0.0000000000, propagate_forward_time: 7.9532718658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405323029
validation[          , genome  6933] predictions:    9753/  10000 (97.53%), best:    9770/10000 (97.70%), error:       816.46893, best error:       814.94360 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 99.5726776123s, input_fired_time: 1.0833534002, output_fired_time: 0.6729911566, propagate_forward_time: 40.2098197937, propagate_backward_time: 55.5847663879, weight_update_time: 0.0963659361, other_time: 2.0217514038
epoch time: 8.4216461182s, input_fired_time: 0.1142608523, output_fired_time: 0.0000000000, propagate_forward_time: 7.9636578560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437275887
validation[          , genome  6933] predictions:    9717/  10000 (97.17%), best:    9770/10000 (97.70%), error:       963.10016, best error:       814.94360 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 99.9782791138s, input_fired_time: 1.1098322868, output_fired_time: 0.6761131287, propagate_forward_time: 40.3312492371, propagate_backward_time: 55.8053932190, weight_update_time: 0.0952839106, other_time: 2.0556945801
epoch time: 8.5769090652s, input_fired_time: 0.1191001236, output_fired_time: 0.0000000000, propagate_forward_time: 8.0962295532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615789413
validation[          , genome  6933] predictions:    9689/  10000 (96.89%), best:    9770/10000 (97.70%), error:      1072.50232, best error:       814.94360 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 99.4911193848s, input_fired_time: 1.0909183025, output_fired_time: 0.6805464625, propagate_forward_time: 40.1317634583, propagate_backward_time: 55.5631370544, weight_update_time: 0.0959895179, other_time: 2.0247497559
epoch time: 8.5176315308s, input_fired_time: 0.1170642152, output_fired_time: 0.0000000000, propagate_forward_time: 8.0421876907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583793640
validation[          , genome  6933] predictions:    9751/  10000 (97.51%), best:    9770/10000 (97.70%), error:       854.48108, best error:       814.94360 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 98.8696975708s, input_fired_time: 1.0992569923, output_fired_time: 0.6822237968, propagate_forward_time: 39.9410591125, propagate_backward_time: 55.1501045227, weight_update_time: 0.0949724838, other_time: 1.9970550537
epoch time: 8.4955568314s, input_fired_time: 0.1205200031, output_fired_time: 0.0000000000, propagate_forward_time: 8.0202798843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547573090
validation[          , genome  6933] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       906.32587, best error:       814.94360 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 99.9308853149s, input_fired_time: 1.1182960272, output_fired_time: 0.6766019464, propagate_forward_time: 40.3161849976, propagate_backward_time: 55.7696838379, weight_update_time: 0.0950033143, other_time: 2.0501174927
epoch time: 8.7042102814s, input_fired_time: 0.1251668930, output_fired_time: 0.0000000000, propagate_forward_time: 8.2039604187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750829697
validation[          , genome  6933] predictions:    9650/  10000 (96.50%), best:    9770/10000 (97.70%), error:      1132.87170, best error:       814.94360 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 99.4625396729s, input_fired_time: 1.1031135321, output_fired_time: 0.6729220748, propagate_forward_time: 40.1065750122, propagate_backward_time: 55.5672874451, weight_update_time: 0.0943233222, other_time: 2.0126457214
epoch time: 8.7951927185s, input_fired_time: 0.1206550896, output_fired_time: 0.0000000000, propagate_forward_time: 8.3214015961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531360626
validation[          , genome  6933] predictions:    9669/  10000 (96.69%), best:    9770/10000 (97.70%), error:      1073.43872, best error:       814.94360 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 99.5139694214s, input_fired_time: 1.1427197456, output_fired_time: 0.6732476354, propagate_forward_time: 40.0938682556, propagate_backward_time: 55.5878181458, weight_update_time: 0.0945237130, other_time: 2.0163116455
epoch time: 8.5910243988s, input_fired_time: 0.1217203885, output_fired_time: 0.0000000000, propagate_forward_time: 8.1104288101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588752747
validation[          , genome  6933] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       835.69678, best error:       814.94360 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 99.4711837769s, input_fired_time: 1.1025699377, output_fired_time: 0.6726651788, propagate_forward_time: 40.1801567078, propagate_backward_time: 55.5144271851, weight_update_time: 0.0955314338, other_time: 2.0013618469
epoch time: 8.5572328568s, input_fired_time: 0.1156222969, output_fired_time: 0.0000000000, propagate_forward_time: 8.0957393646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458709717
validation[          , genome  6933] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       878.07178, best error:       814.94360 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 99.5335311890s, input_fired_time: 1.1090615988, output_fired_time: 0.6773046255, propagate_forward_time: 40.1505241394, propagate_backward_time: 55.5710716248, weight_update_time: 0.0946786776, other_time: 2.0255661011
epoch time: 8.4013023376s, input_fired_time: 0.1146936789, output_fired_time: 0.0000000000, propagate_forward_time: 7.9407625198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458461761
validation[          , genome  6933] predictions:    9720/  10000 (97.20%), best:    9770/10000 (97.70%), error:       904.98761, best error:       814.94360 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 99.7030792236s, input_fired_time: 1.1180919409, output_fired_time: 0.6821802258, propagate_forward_time: 40.1570281982, propagate_backward_time: 55.7127113342, weight_update_time: 0.0959674492, other_time: 2.0330619812
epoch time: 8.5403985977s, input_fired_time: 0.1242084131, output_fired_time: 0.0000000000, propagate_forward_time: 8.0495462418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666439056
validation[          , genome  6933] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       775.68903, best error:       775.68903 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 99.8314666748s, input_fired_time: 1.1293585300, output_fired_time: 0.6779583693, propagate_forward_time: 40.2329635620, propagate_backward_time: 55.7487220764, weight_update_time: 0.0942171812, other_time: 2.0424690247
epoch time: 8.4835548401s, input_fired_time: 0.1164116263, output_fired_time: 0.0000000000, propagate_forward_time: 8.0105199814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3566236496
validation[          , genome  6933] predictions:    9730/  10000 (97.30%), best:    9780/10000 (97.80%), error:       922.87634, best error:       775.68903 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 99.3146209717s, input_fired_time: 1.0966898203, output_fired_time: 0.7019025683, propagate_forward_time: 40.0666236877, propagate_backward_time: 55.4394226074, weight_update_time: 0.0953470618, other_time: 2.0099830627
epoch time: 8.5605888367s, input_fired_time: 0.1152979359, output_fired_time: 0.0000000000, propagate_forward_time: 8.1022758484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3430147171
validation[          , genome  6933] predictions:    9722/  10000 (97.22%), best:    9780/10000 (97.80%), error:       944.01453, best error:       775.68903 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 99.5368270874s, input_fired_time: 1.0985251665, output_fired_time: 0.6693658233, propagate_forward_time: 40.0869827271, propagate_backward_time: 55.6753654480, weight_update_time: 0.0954977721, other_time: 2.0065879822
epoch time: 8.6665029526s, input_fired_time: 0.1500493437, output_fired_time: 0.0000000000, propagate_forward_time: 8.1505489349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659048080
validation[          , genome  6933] predictions:    9779/  10000 (97.79%), best:    9780/10000 (97.80%), error:       797.98431, best error:       775.68903 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 99.7331390381s, input_fired_time: 1.1309615374, output_fired_time: 0.6713146567, propagate_forward_time: 40.2281188965, propagate_backward_time: 55.6883697510, weight_update_time: 0.0959688723, other_time: 2.0143737793
epoch time: 8.4858474731s, input_fired_time: 0.1194040850, output_fired_time: 0.0000000000, propagate_forward_time: 8.0068874359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595561981
validation[          , genome  6933] predictions:    9749/  10000 (97.49%), best:    9780/10000 (97.80%), error:       858.56866, best error:       775.68903 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 99.4792556763s, input_fired_time: 1.1010042429, output_fired_time: 0.6799341440, propagate_forward_time: 40.1578063965, propagate_backward_time: 55.5148582458, weight_update_time: 0.0957008377, other_time: 2.0256538391
epoch time: 8.5029706955s, input_fired_time: 0.1214818656, output_fired_time: 0.0000000000, propagate_forward_time: 8.0250434875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3564453125
validation[          , genome  6933] predictions:    9719/  10000 (97.19%), best:    9780/10000 (97.80%), error:       926.17395, best error:       775.68903 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 99.3929519653s, input_fired_time: 1.0867477655, output_fired_time: 0.6774390340, propagate_forward_time: 40.1220893860, propagate_backward_time: 55.5082664490, weight_update_time: 0.0973059535, other_time: 1.9984130859
epoch time: 8.4670047760s, input_fired_time: 0.1218779832, output_fired_time: 0.0000000000, propagate_forward_time: 7.9896721840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554549217
validation[          , genome  6933] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       880.29858, best error:       775.68903 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.7003707886s, input_fired_time: 1.1345058680, output_fired_time: 0.6713441014, propagate_forward_time: 40.2544517517, propagate_backward_time: 55.6331062317, weight_update_time: 0.0961225554, other_time: 2.0069656372
epoch time: 8.4833002090s, input_fired_time: 0.1210363805, output_fired_time: 0.0000000000, propagate_forward_time: 8.0085220337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537416458
validation[          , genome  6933] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       878.63879, best error:       775.68903 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 99.8288726807s, input_fired_time: 1.1234762669, output_fired_time: 0.6722660065, propagate_forward_time: 40.3357200623, propagate_backward_time: 55.6726646423, weight_update_time: 0.0949128494, other_time: 2.0247497559
epoch time: 8.3929109573s, input_fired_time: 0.1148242056, output_fired_time: 0.0000000000, propagate_forward_time: 7.9376730919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404135704
validation[          , genome  6933] predictions:    9723/  10000 (97.23%), best:    9780/10000 (97.80%), error:       930.94580, best error:       775.68903 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 99.5924530029s, input_fired_time: 1.1004512310, output_fired_time: 0.6733757257, propagate_forward_time: 40.1485633850, propagate_backward_time: 55.6553344727, weight_update_time: 0.0964671671, other_time: 2.0147285461
epoch time: 8.5113973618s, input_fired_time: 0.1255872250, output_fired_time: 0.0000000000, propagate_forward_time: 8.0279407501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578691483
validation[          , genome  6933] predictions:    9764/  10000 (97.64%), best:    9780/10000 (97.80%), error:       847.22723, best error:       775.68903 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 99.4323501587s, input_fired_time: 1.1231091022, output_fired_time: 0.6752404571, propagate_forward_time: 40.0958404541, propagate_backward_time: 55.5057983398, weight_update_time: 0.0953884572, other_time: 2.0323638916
epoch time: 8.4476461411s, input_fired_time: 0.1162443683, output_fired_time: 0.0000000000, propagate_forward_time: 7.9820289612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493728638
validation[          , genome  6933] predictions:    9648/  10000 (96.48%), best:    9780/10000 (97.80%), error:      1246.83215, best error:       775.68903 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 98.9893112183s, input_fired_time: 1.0959002972, output_fired_time: 0.6698718071, propagate_forward_time: 39.9313774109, propagate_backward_time: 55.2914733887, weight_update_time: 0.0962565765, other_time: 2.0006904602
epoch time: 8.4179859161s, input_fired_time: 0.1157585755, output_fired_time: 0.0000000000, propagate_forward_time: 7.9536433220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3485836983
validation[          , genome  6933] predictions:    9726/  10000 (97.26%), best:    9780/10000 (97.80%), error:       931.31641, best error:       775.68903 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 99.5827407837s, input_fired_time: 1.1046253443, output_fired_time: 0.6812973619, propagate_forward_time: 40.2061958313, propagate_backward_time: 55.5894584656, weight_update_time: 0.0964163318, other_time: 2.0011672974
epoch time: 8.4471054077s, input_fired_time: 0.1212713569, output_fired_time: 0.0000000000, propagate_forward_time: 7.9646949768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611392975
validation[          , genome  6933] predictions:    9755/  10000 (97.55%), best:    9780/10000 (97.80%), error:       833.32495, best error:       775.68903 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 99.4324264526s, input_fired_time: 1.1060020924, output_fired_time: 0.6728393435, propagate_forward_time: 40.0969886780, propagate_backward_time: 55.5421829224, weight_update_time: 0.0952902138, other_time: 2.0144157410
epoch time: 8.4977140427s, input_fired_time: 0.1174346060, output_fired_time: 0.0000000000, propagate_forward_time: 8.0354480743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448314667
validation[          , genome  6933] predictions:    9762/  10000 (97.62%), best:    9780/10000 (97.80%), error:       818.35767, best error:       775.68903 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 99.6420745850s, input_fired_time: 1.0927009583, output_fired_time: 0.6883082390, propagate_forward_time: 40.1753463745, propagate_backward_time: 55.6674270630, weight_update_time: 0.0965866745, other_time: 2.0182952881
epoch time: 8.4290771484s, input_fired_time: 0.1146958694, output_fired_time: 0.0000000000, propagate_forward_time: 7.9721875191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421940804
validation[          , genome  6933] predictions:    9758/  10000 (97.58%), best:    9780/10000 (97.80%), error:       836.52960, best error:       775.68903 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 99.0653610229s, input_fired_time: 1.0895140171, output_fired_time: 0.6930887103, propagate_forward_time: 39.9842491150, propagate_backward_time: 55.3231887817, weight_update_time: 0.0962102264, other_time: 1.9753150940
epoch time: 8.4907531738s, input_fired_time: 0.1175768599, output_fired_time: 0.0000000000, propagate_forward_time: 8.0254964828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476800919
validation[          , genome  6933] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       827.44458, best error:       775.68903 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 99.1844329834s, input_fired_time: 1.1177508831, output_fired_time: 0.6808194518, propagate_forward_time: 40.0380592346, propagate_backward_time: 55.3402557373, weight_update_time: 0.0951191261, other_time: 2.0075492859
epoch time: 8.4777088165s, input_fired_time: 0.1228560880, output_fired_time: 0.0000000000, propagate_forward_time: 7.9958205223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3590321541
validation[          , genome  6933] predictions:    9733/  10000 (97.33%), best:    9780/10000 (97.80%), error:       942.93262, best error:       775.68903 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 99.2524566650s, input_fired_time: 1.1251735687, output_fired_time: 0.6737564802, propagate_forward_time: 40.0468368530, propagate_backward_time: 55.3761444092, weight_update_time: 0.0937295556, other_time: 2.0305404663
epoch time: 8.5006551743s, input_fired_time: 0.1182589605, output_fired_time: 0.0000000000, propagate_forward_time: 8.0331802368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492155075
validation[          , genome  6933] predictions:    9761/  10000 (97.61%), best:    9780/10000 (97.80%), error:       835.68781, best error:       775.68903 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.0491867065s, input_fired_time: 1.0776244402, output_fired_time: 0.6678339839, propagate_forward_time: 40.0109596252, propagate_backward_time: 55.2997932434, weight_update_time: 0.1050397307, other_time: 1.9929809570
epoch time: 8.4235839844s, input_fired_time: 0.1148974001, output_fired_time: 0.0000000000, propagate_forward_time: 7.9620327950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3466534615
validation[          , genome  6933] predictions:    9718/  10000 (97.18%), best:    9780/10000 (97.80%), error:       971.62531, best error:       775.68903 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 99.0078353882s, input_fired_time: 1.0981456041, output_fired_time: 0.6787362695, propagate_forward_time: 39.9514083862, propagate_backward_time: 55.2758407593, weight_update_time: 0.0949381813, other_time: 2.0037078857
epoch time: 8.3902635574s, input_fired_time: 0.1148692295, output_fired_time: 0.0000000000, propagate_forward_time: 7.9298629761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455314636
validation[          , genome  6933] predictions:    9709/  10000 (97.09%), best:    9780/10000 (97.80%), error:       999.67651, best error:       775.68903 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 99.2468719482s, input_fired_time: 1.1089053154, output_fired_time: 0.6706100702, propagate_forward_time: 40.0285263062, propagate_backward_time: 55.3952674866, weight_update_time: 0.0958187357, other_time: 2.0435676575
epoch time: 8.4407920837s, input_fired_time: 0.1218786314, output_fired_time: 0.0000000000, propagate_forward_time: 7.9689607620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499526978
validation[          , genome  6933] predictions:    9719/  10000 (97.19%), best:    9780/10000 (97.80%), error:       904.54199, best error:       775.68903 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 99.2681808472s, input_fired_time: 1.1176340580, output_fired_time: 0.6707273722, propagate_forward_time: 40.0435981750, propagate_backward_time: 55.4320373535, weight_update_time: 0.0939822122, other_time: 2.0041770935
epoch time: 8.5836706161s, input_fired_time: 0.1253154725, output_fired_time: 0.0000000000, propagate_forward_time: 8.0995035172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588514328
validation[          , genome  6933] predictions:    9746/  10000 (97.46%), best:    9780/10000 (97.80%), error:       842.02362, best error:       775.68903 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 99.3571243286s, input_fired_time: 1.1234759092, output_fired_time: 0.6773178577, propagate_forward_time: 40.0709495544, propagate_backward_time: 55.4834213257, weight_update_time: 0.0953175649, other_time: 2.0019645691
epoch time: 8.5476245880s, input_fired_time: 0.1231315359, output_fired_time: 0.0000000000, propagate_forward_time: 8.0564718246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680210114
validation[          , genome  6933] predictions:    9755/  10000 (97.55%), best:    9780/10000 (97.80%), error:       821.23468, best error:       775.68903 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.0816345215s, input_fired_time: 1.1412266493, output_fired_time: 0.6775757670, propagate_forward_time: 40.3644447327, propagate_backward_time: 55.8197784424, weight_update_time: 0.0953599587, other_time: 2.0786094666
epoch time: 8.5157794952s, input_fired_time: 0.1226989403, output_fired_time: 0.0000000000, propagate_forward_time: 8.0308732986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622074127
validation[          , genome  6933] predictions:    9727/  10000 (97.27%), best:    9780/10000 (97.80%), error:       918.14990, best error:       775.68903 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.1223297119s, input_fired_time: 1.0959193707, output_fired_time: 0.6692425013, propagate_forward_time: 40.0258445740, propagate_backward_time: 55.3304862976, weight_update_time: 0.0964086354, other_time: 2.0008392334
epoch time: 8.5015878677s, input_fired_time: 0.1176294833, output_fired_time: 0.0000000000, propagate_forward_time: 8.0389127731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450460434
validation[          , genome  6933] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       817.06561, best error:       775.68903 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.5980453491s, input_fired_time: 1.0998133421, output_fired_time: 0.6918411255, propagate_forward_time: 40.2026405334, propagate_backward_time: 55.5632858276, weight_update_time: 0.0962342769, other_time: 2.0404624939
epoch time: 8.4503135681s, input_fired_time: 0.1168022826, output_fired_time: 0.0000000000, propagate_forward_time: 7.9900670052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434443474
validation[          , genome  6933] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       768.39948, best error:       768.39948 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 99.3366928101s, input_fired_time: 1.1329360008, output_fired_time: 0.6744251251, propagate_forward_time: 40.0849723816, propagate_backward_time: 55.4356079102, weight_update_time: 0.0938026160, other_time: 2.0087547302
epoch time: 8.4603796005s, input_fired_time: 0.1247629374, output_fired_time: 0.0000000000, propagate_forward_time: 7.9815087318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541083336
validation[          , genome  6933] predictions:    9753/  10000 (97.53%), best:    9765/10000 (97.65%), error:       833.48108, best error:       768.39948 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 99.7459564209s, input_fired_time: 1.1261552572, output_fired_time: 0.6736978889, propagate_forward_time: 40.2446556091, propagate_backward_time: 55.6841316223, weight_update_time: 0.0959051847, other_time: 2.0173187256
epoch time: 8.4176473618s, input_fired_time: 0.1194859222, output_fired_time: 0.0000000000, propagate_forward_time: 7.9531311989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450303078
validation[          , genome  6933] predictions:    9683/  10000 (96.83%), best:    9765/10000 (97.65%), error:      1046.42310, best error:       768.39948 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 99.1099853516s, input_fired_time: 1.0998994112, output_fired_time: 0.6728449464, propagate_forward_time: 39.9613685608, propagate_backward_time: 55.3598022461, weight_update_time: 0.0965205505, other_time: 2.0160713196
epoch time: 8.5831594467s, input_fired_time: 0.1261790693, output_fired_time: 0.0000000000, propagate_forward_time: 8.0909509659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660297394
validation[          , genome  6933] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       916.37408, best error:       768.39948 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 101.1423187256s, input_fired_time: 1.1537859440, output_fired_time: 0.6827947497, propagate_forward_time: 40.6331710815, propagate_backward_time: 56.5636062622, weight_update_time: 0.0968734547, other_time: 2.1089630127
epoch time: 8.5405855179s, input_fired_time: 0.1267008334, output_fired_time: 0.0000000000, propagate_forward_time: 8.0539407730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599443436
validation[          , genome  6933] predictions:    9769/  10000 (97.69%), best:    9765/10000 (97.65%), error:       805.44464, best error:       768.39948 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 101.3602752686s, input_fired_time: 1.1383194923, output_fired_time: 0.6815112233, propagate_forward_time: 40.7755088806, propagate_backward_time: 56.7021102905, weight_update_time: 0.0976343080, other_time: 2.0628242493
epoch time: 8.4909677505s, input_fired_time: 0.1242792755, output_fired_time: 0.0000000000, propagate_forward_time: 8.0051803589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615083694
validation[          , genome  6933] predictions:    9707/  10000 (97.07%), best:    9765/10000 (97.65%), error:       954.65704, best error:       768.39948 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 99.8221282959s, input_fired_time: 1.1282867193, output_fired_time: 0.6732795835, propagate_forward_time: 40.2206077576, propagate_backward_time: 55.7505226135, weight_update_time: 0.0944252238, other_time: 2.0494308472
epoch time: 8.4935646057s, input_fired_time: 0.1201697290, output_fired_time: 0.0000000000, propagate_forward_time: 8.0246210098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487739563
validation[          , genome  6933] predictions:    9757/  10000 (97.57%), best:    9765/10000 (97.65%), error:       866.49335, best error:       768.39948 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 100.3533859253s, input_fired_time: 1.1331629753, output_fired_time: 0.6756576896, propagate_forward_time: 40.4434394836, propagate_backward_time: 56.0544242859, weight_update_time: 0.0953084305, other_time: 2.0466995239
epoch time: 8.5426130295s, input_fired_time: 0.1217999533, output_fired_time: 0.0000000000, propagate_forward_time: 8.0718774796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489351273
validation[          , genome  6933] predictions:    9754/  10000 (97.54%), best:    9765/10000 (97.65%), error:       868.29999, best error:       768.39948 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 100.2682723999s, input_fired_time: 1.1109179258, output_fired_time: 0.6749156117, propagate_forward_time: 40.3807029724, propagate_backward_time: 56.0521736145, weight_update_time: 0.0978006423, other_time: 2.0495605469
epoch time: 8.5175704956s, input_fired_time: 0.1231459603, output_fired_time: 0.0000000000, propagate_forward_time: 8.0430927277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513317108
validation[          , genome  6933] predictions:    9757/  10000 (97.57%), best:    9765/10000 (97.65%), error:       842.28186, best error:       768.39948 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 99.9860916138s, input_fired_time: 1.1710780859, output_fired_time: 0.6762686968, propagate_forward_time: 40.3137817383, propagate_backward_time: 55.7775344849, weight_update_time: 0.0949620903, other_time: 2.0474243164
epoch time: 8.4760856628s, input_fired_time: 0.1225054786, output_fired_time: 0.0000000000, propagate_forward_time: 7.9999356270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3536448479
validation[          , genome  6933] predictions:    9760/  10000 (97.60%), best:    9765/10000 (97.65%), error:       807.05615, best error:       768.39948 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 99.3090133667s, input_fired_time: 1.1287581921, output_fired_time: 0.6743060946, propagate_forward_time: 40.0415611267, propagate_backward_time: 55.4368782043, weight_update_time: 0.0941050723, other_time: 2.0275039673
epoch time: 8.4725017548s, input_fired_time: 0.1220548153, output_fired_time: 0.0000000000, propagate_forward_time: 7.9989767075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514699936
validation[          , genome  6933] predictions:    9762/  10000 (97.62%), best:    9765/10000 (97.65%), error:       805.30103, best error:       768.39948 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 99.5362243652s, input_fired_time: 1.1282095909, output_fired_time: 0.6739864349, propagate_forward_time: 40.1974525452, propagate_backward_time: 55.5145034790, weight_update_time: 0.0939721316, other_time: 2.0220680237
epoch time: 8.4510831833s, input_fired_time: 0.1212855577, output_fired_time: 0.0000000000, propagate_forward_time: 7.9782185555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515791893
validation[          , genome  6933] predictions:    9689/  10000 (96.89%), best:    9765/10000 (97.65%), error:      1046.47083, best error:       768.39948 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 99.4992675781s, input_fired_time: 1.1146457195, output_fired_time: 0.6710267663, propagate_forward_time: 40.1454925537, propagate_backward_time: 55.5620193481, weight_update_time: 0.0958930850, other_time: 2.0060806274
epoch time: 8.4496679306s, input_fired_time: 0.1184687540, output_fired_time: 0.0000000000, propagate_forward_time: 7.9875483513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436512947
validation[          , genome  6933] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       842.42487, best error:       768.39948 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 99.0629119873s, input_fired_time: 1.1088796854, output_fired_time: 0.6697875261, propagate_forward_time: 39.9274063110, propagate_backward_time: 55.3693084717, weight_update_time: 0.0960525870, other_time: 1.9875335693
epoch time: 8.4728269577s, input_fired_time: 0.1194146872, output_fired_time: 0.0000000000, propagate_forward_time: 8.0089950562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444175720
validation[          , genome  6933] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       851.86029, best error:       768.39948 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 99.5809631348s, input_fired_time: 1.1047052145, output_fired_time: 0.6722581387, propagate_forward_time: 40.1258049011, propagate_backward_time: 55.6239929199, weight_update_time: 0.0968294218, other_time: 2.0542030334
epoch time: 8.4528436661s, input_fired_time: 0.1248017028, output_fired_time: 0.0000000000, propagate_forward_time: 7.9751744270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528676033
validation[          , genome  6933] predictions:    9684/  10000 (96.84%), best:    9765/10000 (97.65%), error:      1086.06995, best error:       768.39948 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 99.3502120972s, input_fired_time: 1.1231691837, output_fired_time: 0.6721260548, propagate_forward_time: 40.0987396240, propagate_backward_time: 55.4382972717, weight_update_time: 0.0951342136, other_time: 2.0178794861
epoch time: 8.5701761246s, input_fired_time: 0.1240202188, output_fired_time: 0.0000000000, propagate_forward_time: 8.0840616226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620939255
validation[          , genome  6933] predictions:    9759/  10000 (97.59%), best:    9765/10000 (97.65%), error:       842.06885, best error:       768.39948 on epoch:    85, 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: 42.8305969238s, input_fired_time: 0.6120513082, output_fired_time: 0.0000000000, propagate_forward_time: 40.3866004944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8319435120
best training[          , genome  6933] predictions:   49744/  50000 (99.49%), best:    9765/10000 (97.65%), error:      1192.39319, best error:       768.39948 on epoch:    85, 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: 8.4928264618s, input_fired_time: 0.1171959192, output_fired_time: 0.0000000000, propagate_forward_time: 8.0263891220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3492412567
   testing[          , genome  6933] predictions:    9780/  10000 (97.80%), best:    9765/10000 (97.65%), error:       726.65308, best error:       768.39948 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:22:38 (25519): called boinc_finish(0)

</stderr_txt>
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