Nameexact_genome_1512568488_44_4122_0
Workunit2591890
Created7 Dec 2017, 8:22:12 UTC
Sent7 Dec 2017, 8:30:32 UTC
Report deadline12 Dec 2017, 0:43:40 UTC
Received7 Dec 2017, 11:12:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 41 min 5 sec
CPU time2 hours 37 min 6 sec
Validate stateValid
Credit1,168.95
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.73 MB
Peak swap size152.20 MB
Peak disk usage1.47 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0999011993, output_fired_time: 0.0000000000, propagate_forward_time: 6.3168940544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609212875
validation[          , genome  4122] predictions:    9539/  10000 (95.39%), best:    9590/10000 (95.90%), error:      1568.98584, best error:      1471.67957 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 85.2294387817s, input_fired_time: 0.8022884727, output_fired_time: 0.8052780032, propagate_forward_time: 31.6023559570, propagate_backward_time: 49.4246101379, weight_update_time: 0.1437458694, other_time: 2.5949058533
epoch time: 6.9377493858s, input_fired_time: 0.1020122468, output_fired_time: 0.0000000000, propagate_forward_time: 6.3745622635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611749649
validation[          , genome  4122] predictions:    9591/  10000 (95.91%), best:    9591/10000 (95.91%), error:      1440.68884, best error:      1440.68884 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.2640686035s, input_fired_time: 0.8052850366, output_fired_time: 0.8227202892, propagate_forward_time: 32.0310897827, propagate_backward_time: 50.0152893066, weight_update_time: 0.1425545961, other_time: 2.5896835327
epoch time: 7.0495090485s, input_fired_time: 0.1002849266, output_fired_time: 0.0000000000, propagate_forward_time: 6.4778566360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713673592
validation[          , genome  4122] predictions:    9567/  10000 (95.67%), best:    9591/10000 (95.91%), error:      1521.87317, best error:      1440.68884 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 86.1559600830s, input_fired_time: 0.8059608340, output_fired_time: 0.8158872128, propagate_forward_time: 31.9395923615, propagate_backward_time: 50.0031127930, weight_update_time: 0.1439991295, other_time: 2.5914077759
epoch time: 6.9793081284s, input_fired_time: 0.1008899510, output_fired_time: 0.0000000000, propagate_forward_time: 6.4179105759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605073929
validation[          , genome  4122] predictions:    9513/  10000 (95.13%), best:    9591/10000 (95.91%), error:      1641.90906, best error:      1440.68884 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 86.4852142334s, input_fired_time: 0.8138685822, output_fired_time: 0.8195920587, propagate_forward_time: 32.2172393799, propagate_backward_time: 50.0390663147, weight_update_time: 0.1448944658, other_time: 2.5954475403
epoch time: 7.0033407211s, input_fired_time: 0.1008436307, output_fired_time: 0.0000000000, propagate_forward_time: 6.4343914986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681057930
validation[          , genome  4122] predictions:    9580/  10000 (95.80%), best:    9591/10000 (95.91%), error:      1476.38733, best error:      1440.68884 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 85.1709289551s, input_fired_time: 0.8008465171, output_fired_time: 0.8053310513, propagate_forward_time: 31.5860633850, propagate_backward_time: 49.4096260071, weight_update_time: 0.1436866820, other_time: 2.5690612793
epoch time: 7.0881567001s, input_fired_time: 0.1008974910, output_fired_time: 0.0000000000, propagate_forward_time: 6.5138335228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4734258652
validation[          , genome  4122] predictions:    9567/  10000 (95.67%), best:    9591/10000 (95.91%), error:      1496.44702, best error:      1440.68884 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 85.4152526855s, input_fired_time: 0.8045187593, output_fired_time: 0.8109297752, propagate_forward_time: 31.6989841461, propagate_backward_time: 49.5020828247, weight_update_time: 0.1426756084, other_time: 2.5987396240
epoch time: 7.0062718391s, input_fired_time: 0.1021030620, output_fired_time: 0.0000000000, propagate_forward_time: 6.4272146225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4769539833
validation[          , genome  4122] predictions:    9500/  10000 (95.00%), best:    9591/10000 (95.91%), error:      1668.09009, best error:      1440.68884 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 86.1868515015s, input_fired_time: 0.8048566580, output_fired_time: 0.8128846288, propagate_forward_time: 32.0823516846, propagate_backward_time: 49.9227828979, weight_update_time: 0.1446505189, other_time: 2.5639801025
epoch time: 6.7907228470s, input_fired_time: 0.0979508385, output_fired_time: 0.0000000000, propagate_forward_time: 6.2401499748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526219368
validation[          , genome  4122] predictions:    9567/  10000 (95.67%), best:    9591/10000 (95.91%), error:      1519.62170, best error:      1440.68884 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 85.6032409668s, input_fired_time: 0.8046949506, output_fired_time: 0.8101799488, propagate_forward_time: 31.7761116028, propagate_backward_time: 49.6172409058, weight_update_time: 0.1455190480, other_time: 2.5950126648
epoch time: 7.1190052032s, input_fired_time: 0.1032048538, output_fired_time: 0.0000000000, propagate_forward_time: 6.5496215820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661788940
validation[          , genome  4122] predictions:    9569/  10000 (95.69%), best:    9591/10000 (95.91%), error:      1447.40405, best error:      1440.68884 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.0634613037s, input_fired_time: 0.8073406219, output_fired_time: 0.8118956089, propagate_forward_time: 31.8910999298, propagate_backward_time: 49.9700431824, weight_update_time: 0.1417558789, other_time: 2.5830802917
epoch time: 6.7167754173s, input_fired_time: 0.0964572951, output_fired_time: 0.0000000000, propagate_forward_time: 6.1723346710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479832649
validation[          , genome  4122] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1413.18066, best error:      1413.18066 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 86.9132843018s, input_fired_time: 0.8127878904, output_fired_time: 0.8238242269, propagate_forward_time: 32.3025588989, propagate_backward_time: 50.3665618896, weight_update_time: 0.1441701949, other_time: 2.6075515747
epoch time: 6.9844660759s, input_fired_time: 0.1040886119, output_fired_time: 0.0000000000, propagate_forward_time: 6.4057579041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4746193886
validation[          , genome  4122] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1285.73145, best error:      1285.73145 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 85.5085067749s, input_fired_time: 0.8034270406, output_fired_time: 0.8164507151, propagate_forward_time: 31.7100028992, propagate_backward_time: 49.6034164429, weight_update_time: 0.1434062272, other_time: 2.5752067566
epoch time: 7.1440958977s, input_fired_time: 0.1045902893, output_fired_time: 0.0000000000, propagate_forward_time: 6.5670866966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724187851
validation[          , genome  4122] predictions:    9516/  10000 (95.16%), best:    9619/10000 (96.19%), error:      1638.53320, best error:      1285.73145 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 86.2935104370s, input_fired_time: 0.8084037900, output_fired_time: 0.8172445297, propagate_forward_time: 32.0228347778, propagate_backward_time: 50.0482444763, weight_update_time: 0.1455230862, other_time: 2.5967826843
epoch time: 6.9235138893s, input_fired_time: 0.0994742513, output_fired_time: 0.0000000000, propagate_forward_time: 6.3621993065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618401527
validation[          , genome  4122] predictions:    9583/  10000 (95.83%), best:    9619/10000 (96.19%), error:      1418.95251, best error:      1285.73145 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.8652496338s, input_fired_time: 0.8058952689, output_fired_time: 0.8054921627, propagate_forward_time: 31.8493423462, propagate_backward_time: 49.8245391846, weight_update_time: 0.1444221437, other_time: 2.5799865723
epoch time: 6.7946696281s, input_fired_time: 0.0988857001, output_fired_time: 0.0000000000, propagate_forward_time: 6.2389569283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568271637
validation[          , genome  4122] predictions:    9579/  10000 (95.79%), best:    9619/10000 (96.19%), error:      1363.52625, best error:      1285.73145 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 85.8406677246s, input_fired_time: 0.8082900047, output_fired_time: 0.8129922748, propagate_forward_time: 31.8204021454, propagate_backward_time: 49.8206977844, weight_update_time: 0.1434694231, other_time: 2.5782814026
epoch time: 7.1305823326s, input_fired_time: 0.1023011506, output_fired_time: 0.0000000000, propagate_forward_time: 6.5538096428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4744715691
validation[          , genome  4122] predictions:    9491/  10000 (94.91%), best:    9619/10000 (96.19%), error:      1744.59583, best error:      1285.73145 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 84.7783050537s, input_fired_time: 0.7978065610, output_fired_time: 0.7990539670, propagate_forward_time: 31.4369926453, propagate_backward_time: 49.1733589172, weight_update_time: 0.1398719251, other_time: 2.5710906982
epoch time: 6.9942421913s, input_fired_time: 0.1010533124, output_fired_time: 0.0000000000, propagate_forward_time: 6.4183230400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4748659134
validation[          , genome  4122] predictions:    9535/  10000 (95.35%), best:    9619/10000 (96.19%), error:      1612.06128, best error:      1285.73145 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.8244552612s, input_fired_time: 0.8126196861, output_fired_time: 0.8159772158, propagate_forward_time: 32.0256080627, propagate_backward_time: 49.5955543518, weight_update_time: 0.1440628469, other_time: 2.5746917725
epoch time: 7.1173648834s, input_fired_time: 0.1022392660, output_fired_time: 0.0000000000, propagate_forward_time: 6.5349292755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801964760
validation[          , genome  4122] predictions:    9521/  10000 (95.21%), best:    9619/10000 (96.19%), error:      1612.85583, best error:      1285.73145 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.2050552368s, input_fired_time: 0.8099464178, output_fired_time: 0.8185153008, propagate_forward_time: 32.0869712830, propagate_backward_time: 49.9056320190, weight_update_time: 0.1424749047, other_time: 2.5839958191
epoch time: 6.9012827873s, input_fired_time: 0.1008084714, output_fired_time: 0.0000000000, propagate_forward_time: 6.3424119949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580621719
validation[          , genome  4122] predictions:    9598/  10000 (95.98%), best:    9619/10000 (96.19%), error:      1325.40601, best error:      1285.73145 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 85.8404998779s, input_fired_time: 0.8043355942, output_fired_time: 0.8101198673, propagate_forward_time: 31.8875808716, propagate_backward_time: 49.7472000122, weight_update_time: 0.1441598833, other_time: 2.5912628174
epoch time: 6.9511637688s, input_fired_time: 0.1008966193, output_fired_time: 0.0000000000, propagate_forward_time: 6.3810195923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692473412
validation[          , genome  4122] predictions:    9616/  10000 (96.16%), best:    9619/10000 (96.19%), error:      1352.01660, best error:      1285.73145 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 84.3792114258s, input_fired_time: 0.8001887798, output_fired_time: 0.7970443368, propagate_forward_time: 31.2593250275, propagate_backward_time: 48.9452934265, weight_update_time: 0.1414555013, other_time: 2.5773658752
epoch time: 6.9107775688s, input_fired_time: 0.1003735587, output_fired_time: 0.0000000000, propagate_forward_time: 6.3426418304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4677619934
validation[          , genome  4122] predictions:    9611/  10000 (96.11%), best:    9619/10000 (96.19%), error:      1360.65723, best error:      1285.73145 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.6302185059s, input_fired_time: 0.8046666384, output_fired_time: 0.8104264736, propagate_forward_time: 31.8425998688, propagate_backward_time: 49.5895156860, weight_update_time: 0.1435352713, other_time: 2.5830154419
epoch time: 6.5618391037s, input_fired_time: 0.0970262140, output_fired_time: 0.0000000000, propagate_forward_time: 6.0207881927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440245628
validation[          , genome  4122] predictions:    9629/  10000 (96.29%), best:    9619/10000 (96.19%), error:      1322.66406, best error:      1285.73145 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.8088073730s, input_fired_time: 0.8095777035, output_fired_time: 0.8171381950, propagate_forward_time: 31.8312225342, propagate_backward_time: 49.7610435486, weight_update_time: 0.1431466043, other_time: 2.5898246765
epoch time: 6.6581745148s, input_fired_time: 0.0987526178, output_fired_time: 0.0000000000, propagate_forward_time: 6.1014494896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4579725266
validation[          , genome  4122] predictions:    9613/  10000 (96.13%), best:    9619/10000 (96.19%), error:      1329.63367, best error:      1285.73145 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 85.0798873901s, input_fired_time: 0.8009610176, output_fired_time: 0.8045020103, propagate_forward_time: 31.6216564178, propagate_backward_time: 49.2896499634, weight_update_time: 0.1431996226, other_time: 2.5631103516
epoch time: 6.9683012962s, input_fired_time: 0.1019521356, output_fired_time: 0.0000000000, propagate_forward_time: 6.4052252769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611239433
validation[          , genome  4122] predictions:    9601/  10000 (96.01%), best:    9619/10000 (96.19%), error:      1334.48035, best error:      1285.73145 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 86.3267974854s, input_fired_time: 0.8098097444, output_fired_time: 0.8169320822, propagate_forward_time: 32.0408744812, propagate_backward_time: 50.0799903870, weight_update_time: 0.1463662684, other_time: 2.5791931152
epoch time: 6.9451084137s, input_fired_time: 0.1011949182, output_fired_time: 0.0000000000, propagate_forward_time: 6.3808360100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630775452
validation[          , genome  4122] predictions:    9580/  10000 (95.80%), best:    9619/10000 (96.19%), error:      1397.30396, best error:      1285.73145 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.8085098267s, input_fired_time: 0.8089926243, output_fired_time: 0.8143435717, propagate_forward_time: 31.8715763092, propagate_backward_time: 49.7185707092, weight_update_time: 0.1436327696, other_time: 2.5950279236
epoch time: 6.6692633629s, input_fired_time: 0.0981253609, output_fired_time: 0.0000000000, propagate_forward_time: 6.1232099533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479279518
validation[          , genome  4122] predictions:    9590/  10000 (95.90%), best:    9619/10000 (96.19%), error:      1321.72424, best error:      1285.73145 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 86.4649734497s, input_fired_time: 0.8119530678, output_fired_time: 0.8210520744, propagate_forward_time: 32.1027526855, propagate_backward_time: 50.1290664673, weight_update_time: 0.1436835080, other_time: 2.6001510620
epoch time: 6.9618968964s, input_fired_time: 0.1030272618, output_fired_time: 0.0000000000, propagate_forward_time: 6.3835768700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4752926826
validation[          , genome  4122] predictions:    9608/  10000 (96.08%), best:    9619/10000 (96.19%), error:      1327.99585, best error:      1285.73145 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.7284240723s, input_fired_time: 0.8145785332, output_fired_time: 0.8186615109, propagate_forward_time: 31.8337688446, propagate_backward_time: 49.6759338379, weight_update_time: 0.1424841881, other_time: 2.5854797363
epoch time: 6.8592891693s, input_fired_time: 0.1008534431, output_fired_time: 0.0000000000, propagate_forward_time: 6.2990818024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593539238
validation[          , genome  4122] predictions:    9580/  10000 (95.80%), best:    9619/10000 (96.19%), error:      1482.94482, best error:      1285.73145 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 86.1544189453s, input_fired_time: 0.8095510602, output_fired_time: 0.8162230253, propagate_forward_time: 32.0461883545, propagate_backward_time: 49.9033126831, weight_update_time: 0.1426889896, other_time: 2.5791473389
epoch time: 6.8208847046s, input_fired_time: 0.0986444503, output_fired_time: 0.0000000000, propagate_forward_time: 6.2640519142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581885338
validation[          , genome  4122] predictions:    9597/  10000 (95.97%), best:    9619/10000 (96.19%), error:      1341.57520, best error:      1285.73145 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 86.2220611572s, input_fired_time: 0.8168648481, output_fired_time: 0.8155814409, propagate_forward_time: 32.0283088684, propagate_backward_time: 49.9607124329, weight_update_time: 0.1449028403, other_time: 2.6005935669
epoch time: 6.8517026901s, input_fired_time: 0.1015488133, output_fired_time: 0.0000000000, propagate_forward_time: 6.2885279655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616260529
validation[          , genome  4122] predictions:    9558/  10000 (95.58%), best:    9619/10000 (96.19%), error:      1475.49829, best error:      1285.73145 on epoch:    24, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.9987411499s, input_fired_time: 0.8101902008, output_fired_time: 0.8145241141, propagate_forward_time: 31.8980731964, propagate_backward_time: 49.8728866577, weight_update_time: 0.1445988566, other_time: 2.6030731201
epoch time: 7.0108494759s, input_fired_time: 0.1012959480, output_fired_time: 0.0000000000, propagate_forward_time: 6.4370651245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724884033
validation[          , genome  4122] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1286.35913, best error:      1285.73145 on epoch:    24, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 86.4940719604s, input_fired_time: 0.8168683052, output_fired_time: 0.8175690174, propagate_forward_time: 32.1289863586, propagate_backward_time: 50.1291427612, weight_update_time: 0.1440467536, other_time: 2.6015052795
epoch time: 6.7667694092s, input_fired_time: 0.0977540612, output_fired_time: 0.0000000000, propagate_forward_time: 6.2123651505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566502571
validation[          , genome  4122] predictions:    9611/  10000 (96.11%), best:    9619/10000 (96.19%), error:      1336.42566, best error:      1285.73145 on epoch:    24, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 86.3578567505s, input_fired_time: 0.8169811964, output_fired_time: 0.8179786205, propagate_forward_time: 32.1592140198, propagate_backward_time: 49.9524726868, weight_update_time: 0.1445262730, other_time: 2.6112136841
epoch time: 6.8023462296s, input_fired_time: 0.1000583395, output_fired_time: 0.0000000000, propagate_forward_time: 6.2498664856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524211884
validation[          , genome  4122] predictions:    9553/  10000 (95.53%), best:    9619/10000 (96.19%), error:      1514.79932, best error:      1285.73145 on epoch:    24, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.4281539917s, input_fired_time: 0.8021331429, output_fired_time: 0.8104745150, propagate_forward_time: 31.6930561066, propagate_backward_time: 49.5562820435, weight_update_time: 0.1420666575, other_time: 2.5662078857
epoch time: 6.9793958664s, input_fired_time: 0.1027939767, output_fired_time: 0.0000000000, propagate_forward_time: 6.4134941101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631075859
validation[          , genome  4122] predictions:    9613/  10000 (96.13%), best:    9619/10000 (96.19%), error:      1304.05103, best error:      1285.73145 on epoch:    24, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.9673233032s, input_fired_time: 0.8178362250, output_fired_time: 0.8258036971, propagate_forward_time: 32.3018417358, propagate_backward_time: 50.3946380615, weight_update_time: 0.1459072530, other_time: 2.6272048950
epoch time: 6.8884410858s, input_fired_time: 0.1001429185, output_fired_time: 0.0000000000, propagate_forward_time: 6.3283576965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599404335
validation[          , genome  4122] predictions:    9605/  10000 (96.05%), best:    9619/10000 (96.19%), error:      1329.21167, best error:      1285.73145 on epoch:    24, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.4385757446s, input_fired_time: 0.8167669773, output_fired_time: 0.8217878342, propagate_forward_time: 32.1870536804, propagate_backward_time: 50.0268516541, weight_update_time: 0.1435482055, other_time: 2.5861206055
epoch time: 6.8097643852s, input_fired_time: 0.1001571491, output_fired_time: 0.0000000000, propagate_forward_time: 6.2514963150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581108093
validation[          , genome  4122] predictions:    9605/  10000 (96.05%), best:    9619/10000 (96.19%), error:      1341.65088, best error:      1285.73145 on epoch:    24, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.9711380005s, input_fired_time: 0.8118513823, output_fired_time: 0.8115440607, propagate_forward_time: 31.9090766907, propagate_backward_time: 49.8532524109, weight_update_time: 0.1432993859, other_time: 2.5854110718
epoch time: 6.8048043251s, input_fired_time: 0.0991292223, output_fired_time: 0.0000000000, propagate_forward_time: 6.2528443336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528307915
validation[          , genome  4122] predictions:    9593/  10000 (95.93%), best:    9619/10000 (96.19%), error:      1354.83044, best error:      1285.73145 on epoch:    24, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.5312423706s, input_fired_time: 0.8131089807, output_fired_time: 0.8168043494, propagate_forward_time: 31.7427043915, propagate_backward_time: 49.5768661499, weight_update_time: 0.1428256333, other_time: 2.5817565918
epoch time: 6.8686170578s, input_fired_time: 0.1016018093, output_fired_time: 0.0000000000, propagate_forward_time: 6.2929239273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740915298
validation[          , genome  4122] predictions:    9607/  10000 (96.07%), best:    9619/10000 (96.19%), error:      1327.93884, best error:      1285.73145 on epoch:    24, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.4892883301s, input_fired_time: 0.8151065111, output_fired_time: 0.8175405264, propagate_forward_time: 32.1598739624, propagate_backward_time: 50.0856056213, weight_update_time: 0.1438376606, other_time: 2.6111564636
epoch time: 7.0991940498s, input_fired_time: 0.1026844457, output_fired_time: 0.0000000000, propagate_forward_time: 6.5274605751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690489769
validation[          , genome  4122] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1283.48413, best error:      1283.48413 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 86.4362487793s, input_fired_time: 0.8217062950, output_fired_time: 0.8120502234, propagate_forward_time: 32.0445594788, propagate_backward_time: 50.1762771606, weight_update_time: 0.1456010491, other_time: 2.5816535950
epoch time: 7.1186342239s, input_fired_time: 0.1052117720, output_fired_time: 0.0000000000, propagate_forward_time: 6.5418014526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4716210365
validation[          , genome  4122] predictions:    9613/  10000 (96.13%), best:    9625/10000 (96.25%), error:      1312.70386, best error:      1283.48413 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.4001312256s, input_fired_time: 0.8165540695, output_fired_time: 0.8158106804, propagate_forward_time: 31.9289360046, propagate_backward_time: 50.2226562500, weight_update_time: 0.1445778459, other_time: 2.6161766052
epoch time: 6.9125871658s, input_fired_time: 0.1011788696, output_fired_time: 0.0000000000, propagate_forward_time: 6.3522572517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4591512680
validation[          , genome  4122] predictions:    9603/  10000 (96.03%), best:    9625/10000 (96.25%), error:      1327.01013, best error:      1283.48413 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 86.6383132935s, input_fired_time: 0.8182948828, output_fired_time: 0.8234931827, propagate_forward_time: 32.1108779907, propagate_backward_time: 50.2690505981, weight_update_time: 0.1432565749, other_time: 2.6165924072
epoch time: 7.0019173622s, input_fired_time: 0.1045533121, output_fired_time: 0.0000000000, propagate_forward_time: 6.4258499146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4715142250
validation[          , genome  4122] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1242.23364, best error:      1242.23364 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 85.8562011719s, input_fired_time: 0.8182436824, output_fired_time: 0.8127055168, propagate_forward_time: 31.8553485870, propagate_backward_time: 49.7913398743, weight_update_time: 0.1422821283, other_time: 2.5785636902
epoch time: 6.9513134956s, input_fired_time: 0.1013760418, output_fired_time: 0.0000000000, propagate_forward_time: 6.3819847107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679527283
validation[          , genome  4122] predictions:    9627/  10000 (96.27%), best:    9635/10000 (96.35%), error:      1244.32849, best error:      1242.23364 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.7858581543s, input_fired_time: 0.8136853576, output_fired_time: 0.8079941273, propagate_forward_time: 31.7951145172, propagate_backward_time: 49.7896080017, weight_update_time: 0.1441318542, other_time: 2.5794639587
epoch time: 7.0186047554s, input_fired_time: 0.1015545949, output_fired_time: 0.0000000000, propagate_forward_time: 6.4549918175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620585442
validation[          , genome  4122] predictions:    9559/  10000 (95.59%), best:    9635/10000 (96.35%), error:      1441.25879, best error:      1242.23364 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 85.5374374390s, input_fired_time: 0.8135208488, output_fired_time: 0.8011206388, propagate_forward_time: 31.7879638672, propagate_backward_time: 49.5721397400, weight_update_time: 0.1423506737, other_time: 2.5626945496
epoch time: 6.9337725639s, input_fired_time: 0.1038312614, output_fired_time: 0.0000000000, propagate_forward_time: 6.3602952957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696459770
validation[          , genome  4122] predictions:    9588/  10000 (95.88%), best:    9635/10000 (96.35%), error:      1398.30469, best error:      1242.23364 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.6474227905s, input_fired_time: 0.8193137646, output_fired_time: 0.8138517141, propagate_forward_time: 31.8564147949, propagate_backward_time: 49.5864982605, weight_update_time: 0.1407969296, other_time: 2.5713462830
epoch time: 6.8816742897s, input_fired_time: 0.1020215899, output_fired_time: 0.0000000000, propagate_forward_time: 6.3211331367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585194588
validation[          , genome  4122] predictions:    9606/  10000 (96.06%), best:    9635/10000 (96.35%), error:      1350.35010, best error:      1242.23364 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 85.3298034668s, input_fired_time: 0.8147262931, output_fired_time: 0.8075016141, propagate_forward_time: 31.7033843994, propagate_backward_time: 49.4130325317, weight_update_time: 0.1450715959, other_time: 2.5911560059
epoch time: 6.8882851601s, input_fired_time: 0.1016636863, output_fired_time: 0.0000000000, propagate_forward_time: 6.3300123215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4566092491
validation[          , genome  4122] predictions:    9630/  10000 (96.30%), best:    9635/10000 (96.35%), error:      1259.59290, best error:      1242.23364 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 86.5459671021s, input_fired_time: 0.8224306107, output_fired_time: 0.8224349022, propagate_forward_time: 32.2159461975, propagate_backward_time: 50.0800552368, weight_update_time: 0.1441389024, other_time: 2.6050987244
epoch time: 7.1139993668s, input_fired_time: 0.1056489423, output_fired_time: 0.0000000000, propagate_forward_time: 6.5356979370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4726524353
validation[          , genome  4122] predictions:    9620/  10000 (96.20%), best:    9635/10000 (96.35%), error:      1259.16626, best error:      1242.23364 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.1659927368s, input_fired_time: 0.8137933612, output_fired_time: 0.8119218349, propagate_forward_time: 32.0323944092, propagate_backward_time: 49.9207267761, weight_update_time: 0.1438153237, other_time: 2.5871543884
epoch time: 7.0253520012s, input_fired_time: 0.1025780663, output_fired_time: 0.0000000000, propagate_forward_time: 6.4547810555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679927826
validation[          , genome  4122] predictions:    9604/  10000 (96.04%), best:    9635/10000 (96.35%), error:      1336.57288, best error:      1242.23364 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 85.8397750854s, input_fired_time: 0.8156248331, output_fired_time: 0.8099055886, propagate_forward_time: 32.0090026855, propagate_backward_time: 49.6176033020, weight_update_time: 0.1433728188, other_time: 2.5876350403
epoch time: 7.0403418541s, input_fired_time: 0.1016667783, output_fired_time: 0.0000000000, propagate_forward_time: 6.4694900513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691848755
validation[          , genome  4122] predictions:    9591/  10000 (95.91%), best:    9635/10000 (96.35%), error:      1356.72046, best error:      1242.23364 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 85.1207504272s, input_fired_time: 0.8114479780, output_fired_time: 0.8081057072, propagate_forward_time: 31.6954193115, propagate_backward_time: 49.2165107727, weight_update_time: 0.1418586671, other_time: 2.5892677307
epoch time: 7.0254745483s, input_fired_time: 0.1064662635, output_fired_time: 0.0000000000, propagate_forward_time: 6.4418883324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771199226
validation[          , genome  4122] predictions:    9588/  10000 (95.88%), best:    9635/10000 (96.35%), error:      1394.57837, best error:      1242.23364 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.1528930664s, input_fired_time: 0.8219139576, output_fired_time: 0.8184464574, propagate_forward_time: 31.9889659882, propagate_backward_time: 49.9397773743, weight_update_time: 0.1440182328, other_time: 2.5837898254
epoch time: 6.9936180115s, input_fired_time: 0.1033891812, output_fired_time: 0.0000000000, propagate_forward_time: 6.4222784042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4679503441
validation[          , genome  4122] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1224.24658, best error:      1224.24658 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 86.1775512695s, input_fired_time: 0.8219975829, output_fired_time: 0.8156683445, propagate_forward_time: 32.0306968689, propagate_backward_time: 49.9172782898, weight_update_time: 0.1443901360, other_time: 2.5919113159
epoch time: 6.7577090263s, input_fired_time: 0.0999465883, output_fired_time: 0.0000000000, propagate_forward_time: 6.2089962959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487662315
validation[          , genome  4122] predictions:    9631/  10000 (96.31%), best:    9630/10000 (96.30%), error:      1259.44751, best error:      1224.24658 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.4245605469s, input_fired_time: 0.8229076266, output_fired_time: 0.8179048300, propagate_forward_time: 32.0216598511, propagate_backward_time: 50.1579475403, weight_update_time: 0.1444804519, other_time: 2.6041450500
epoch time: 6.9631667137s, input_fired_time: 0.1029199660, output_fired_time: 0.0000000000, propagate_forward_time: 6.3963909149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638557434
validation[          , genome  4122] predictions:    9604/  10000 (96.04%), best:    9630/10000 (96.30%), error:      1328.13586, best error:      1224.24658 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 85.8900833130s, input_fired_time: 0.8163875937, output_fired_time: 0.8145147562, propagate_forward_time: 31.8123035431, propagate_backward_time: 49.8717918396, weight_update_time: 0.1426881552, other_time: 2.5750846863
epoch time: 6.9162883759s, input_fired_time: 0.1024850309, output_fired_time: 0.0000000000, propagate_forward_time: 6.3544721603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593310356
validation[          , genome  4122] predictions:    9607/  10000 (96.07%), best:    9630/10000 (96.30%), error:      1276.92102, best error:      1224.24658 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.3654632568s, input_fired_time: 0.8209310770, output_fired_time: 0.8121459484, propagate_forward_time: 32.1715049744, propagate_backward_time: 49.9659271240, weight_update_time: 0.1438403279, other_time: 2.5949516296
epoch time: 6.8567028046s, input_fired_time: 0.1041847467, output_fired_time: 0.0000000000, propagate_forward_time: 6.2782826424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4742355347
validation[          , genome  4122] predictions:    9619/  10000 (96.19%), best:    9630/10000 (96.30%), error:      1240.14587, best error:      1224.24658 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 84.6421203613s, input_fired_time: 0.8098517656, output_fired_time: 0.8044316769, propagate_forward_time: 31.3469867706, propagate_backward_time: 49.1148147583, weight_update_time: 0.1418760717, other_time: 2.5660400391
epoch time: 6.4936738014s, input_fired_time: 0.0983087495, output_fired_time: 0.0000000000, propagate_forward_time: 5.9448881149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4504771233
validation[          , genome  4122] predictions:    9620/  10000 (96.20%), best:    9630/10000 (96.30%), error:      1241.88831, best error:      1224.24658 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 86.1401443481s, input_fired_time: 0.8229968548, output_fired_time: 0.8166858554, propagate_forward_time: 32.0224952698, propagate_backward_time: 49.8981781006, weight_update_time: 0.1446735859, other_time: 2.5797843933
epoch time: 6.8280792236s, input_fired_time: 0.1029382497, output_fired_time: 0.0000000000, propagate_forward_time: 6.2660555840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590854645
validation[          , genome  4122] predictions:    9629/  10000 (96.29%), best:    9630/10000 (96.30%), error:      1272.64148, best error:      1224.24658 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 85.4087295532s, input_fired_time: 0.8194226623, output_fired_time: 0.8073723316, propagate_forward_time: 31.6054630280, propagate_backward_time: 49.5981330872, weight_update_time: 0.1416316628, other_time: 2.5783424377
epoch time: 6.8921084404s, input_fired_time: 0.1027147919, output_fired_time: 0.0000000000, propagate_forward_time: 6.3334302902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559631348
validation[          , genome  4122] predictions:    9632/  10000 (96.32%), best:    9630/10000 (96.30%), error:      1263.07581, best error:      1224.24658 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 85.1808776855s, input_fired_time: 0.8125161529, output_fired_time: 0.8079943061, propagate_forward_time: 31.5172920227, propagate_backward_time: 49.4703063965, weight_update_time: 0.1421254724, other_time: 2.5727729797
epoch time: 6.8353047371s, input_fired_time: 0.1007381603, output_fired_time: 0.0000000000, propagate_forward_time: 6.2769017220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576649666
validation[          , genome  4122] predictions:    9579/  10000 (95.79%), best:    9630/10000 (96.30%), error:      1373.24292, best error:      1224.24658 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.1502075195s, input_fired_time: 0.8248354793, output_fired_time: 0.8123390079, propagate_forward_time: 32.0197830200, propagate_backward_time: 49.8805541992, weight_update_time: 0.1447706819, other_time: 2.6126937866
epoch time: 6.8918457031s, input_fired_time: 0.1019900069, output_fired_time: 0.0000000000, propagate_forward_time: 6.3380713463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4517841339
validation[          , genome  4122] predictions:    9603/  10000 (96.03%), best:    9630/10000 (96.30%), error:      1388.00024, best error:      1224.24658 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.4474105835s, input_fired_time: 0.8283005357, output_fired_time: 0.8147560358, propagate_forward_time: 32.1578178406, propagate_backward_time: 50.0303421021, weight_update_time: 0.1443331391, other_time: 2.6161918640
epoch time: 7.1561808586s, input_fired_time: 0.1034065336, output_fired_time: 0.0000000000, propagate_forward_time: 6.5861043930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666700363
validation[          , genome  4122] predictions:    9600/  10000 (96.00%), best:    9630/10000 (96.30%), error:      1335.11377, best error:      1224.24658 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 85.9344558716s, input_fired_time: 0.8201106191, output_fired_time: 0.8127713799, propagate_forward_time: 31.9098110199, propagate_backward_time: 49.7931594849, weight_update_time: 0.1436029971, other_time: 2.5985946655
epoch time: 7.0619029999s, input_fired_time: 0.1051681191, output_fired_time: 0.0000000000, propagate_forward_time: 6.4784073830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783272743
validation[          , genome  4122] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1222.82715, best error:      1222.82715 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.2760543823s, input_fired_time: 0.8131433129, output_fired_time: 0.8050405383, propagate_forward_time: 31.6914501190, propagate_backward_time: 49.4025421143, weight_update_time: 0.1422153115, other_time: 2.5638809204
epoch time: 6.9182715416s, input_fired_time: 0.1024297923, output_fired_time: 0.0000000000, propagate_forward_time: 6.3460173607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4698243141
validation[          , genome  4122] predictions:    9619/  10000 (96.19%), best:    9632/10000 (96.32%), error:      1297.65576, best error:      1222.82715 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.2911834717s, input_fired_time: 0.8319561481, output_fired_time: 0.8189373016, propagate_forward_time: 32.0579719543, propagate_backward_time: 49.9916725159, weight_update_time: 0.1446170956, other_time: 2.5906448364
epoch time: 7.1635966301s, input_fired_time: 0.1079295948, output_fired_time: 0.0000000000, propagate_forward_time: 6.5795421600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761247635
validation[          , genome  4122] predictions:    9638/  10000 (96.38%), best:    9632/10000 (96.32%), error:      1239.07434, best error:      1222.82715 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 86.9470977783s, input_fired_time: 0.8294457197, output_fired_time: 0.8201735020, propagate_forward_time: 32.2736473083, propagate_backward_time: 50.4107704163, weight_update_time: 0.1466956288, other_time: 2.6130599976
epoch time: 6.9198184013s, input_fired_time: 0.1037105694, output_fired_time: 0.0000000000, propagate_forward_time: 6.3464450836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696626663
validation[          , genome  4122] predictions:    9633/  10000 (96.33%), best:    9633/10000 (96.33%), error:      1218.38635, best error:      1218.38635 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.9107818604s, input_fired_time: 0.8242778778, output_fired_time: 0.8153460026, propagate_forward_time: 31.9719028473, propagate_backward_time: 49.7091331482, weight_update_time: 0.1448761672, other_time: 2.5901222229
epoch time: 6.8050456047s, input_fired_time: 0.1025843248, output_fired_time: 0.0000000000, propagate_forward_time: 6.2451791763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572820663
validation[          , genome  4122] predictions:    9612/  10000 (96.12%), best:    9633/10000 (96.33%), error:      1266.11047, best error:      1218.38635 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.8557128906s, input_fired_time: 0.8230980039, output_fired_time: 0.8115290403, propagate_forward_time: 31.8466472626, propagate_backward_time: 49.7954978943, weight_update_time: 0.1444554478, other_time: 2.5789375305
epoch time: 7.0068807602s, input_fired_time: 0.1052064225, output_fired_time: 0.0000000000, propagate_forward_time: 6.4328923225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4687819481
validation[          , genome  4122] predictions:    9630/  10000 (96.30%), best:    9633/10000 (96.33%), error:      1241.50696, best error:      1218.38635 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.6209716797s, input_fired_time: 0.8233376145, output_fired_time: 0.8081653714, propagate_forward_time: 31.8106155396, propagate_backward_time: 49.5876502991, weight_update_time: 0.1439973414, other_time: 2.5911979675
epoch time: 6.9383888245s, input_fired_time: 0.1045671329, output_fired_time: 0.0000000000, propagate_forward_time: 6.3618311882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719905853
validation[          , genome  4122] predictions:    9603/  10000 (96.03%), best:    9633/10000 (96.33%), error:      1326.74060, best error:      1218.38635 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.2718276978s, input_fired_time: 0.8322416544, output_fired_time: 0.8179405332, propagate_forward_time: 32.0631408691, propagate_backward_time: 49.9674415588, weight_update_time: 0.1431698203, other_time: 2.5910606384
epoch time: 6.8003420830s, input_fired_time: 0.1038851067, output_fired_time: 0.0000000000, propagate_forward_time: 6.2353782654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610786438
validation[          , genome  4122] predictions:    9630/  10000 (96.30%), best:    9633/10000 (96.33%), error:      1266.59167, best error:      1218.38635 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.3677673340s, input_fired_time: 0.8326674104, output_fired_time: 0.8219856024, propagate_forward_time: 32.0034446716, propagate_backward_time: 50.0981330872, weight_update_time: 0.1456254423, other_time: 2.6115417480
epoch time: 6.8671555519s, input_fired_time: 0.1026154980, output_fired_time: 0.0000000000, propagate_forward_time: 6.3019490242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625911713
validation[          , genome  4122] predictions:    9595/  10000 (95.95%), best:    9633/10000 (96.33%), error:      1325.21716, best error:      1218.38635 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 85.9309539795s, input_fired_time: 0.8243644238, output_fired_time: 0.8173000813, propagate_forward_time: 31.8306751251, propagate_backward_time: 49.8745803833, weight_update_time: 0.1427427977, other_time: 2.5840377808
epoch time: 6.9996814728s, input_fired_time: 0.1060914695, output_fired_time: 0.0000000000, propagate_forward_time: 6.4197697639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738202095
validation[          , genome  4122] predictions:    9612/  10000 (96.12%), best:    9633/10000 (96.33%), error:      1234.74976, best error:      1218.38635 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.4601287842s, input_fired_time: 0.8271617889, output_fired_time: 0.8104573488, propagate_forward_time: 31.7212657928, propagate_backward_time: 49.5030097961, weight_update_time: 0.1423368603, other_time: 2.5982322693
epoch time: 6.9671764374s, input_fired_time: 0.1077020839, output_fired_time: 0.0000000000, propagate_forward_time: 6.3775539398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4819202423
validation[          , genome  4122] predictions:    9628/  10000 (96.28%), best:    9633/10000 (96.33%), error:      1227.86279, best error:      1218.38635 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.6548614502s, input_fired_time: 0.8225418925, output_fired_time: 0.8040025830, propagate_forward_time: 31.8939590454, propagate_backward_time: 49.5539436340, weight_update_time: 0.1435170025, other_time: 2.5804176331
epoch time: 7.0642228127s, input_fired_time: 0.1057949364, output_fired_time: 0.0000000000, propagate_forward_time: 6.4861512184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722766876
validation[          , genome  4122] predictions:    9614/  10000 (96.14%), best:    9633/10000 (96.33%), error:      1255.22229, best error:      1218.38635 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.5107574463s, input_fired_time: 0.8282108903, output_fired_time: 0.8120073080, propagate_forward_time: 31.7525253296, propagate_backward_time: 49.5193367004, weight_update_time: 0.1448775977, other_time: 2.5986824036
epoch time: 6.8880233765s, input_fired_time: 0.1036946028, output_fired_time: 0.0000000000, propagate_forward_time: 6.3222346306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620943069
validation[          , genome  4122] predictions:    9617/  10000 (96.17%), best:    9633/10000 (96.33%), error:      1299.90417, best error:      1218.38635 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 84.4550781250s, input_fired_time: 0.8123711348, output_fired_time: 0.8031270504, propagate_forward_time: 31.2459659576, propagate_backward_time: 49.0286560059, weight_update_time: 0.1422304213, other_time: 2.5649642944
epoch time: 6.8914365768s, input_fired_time: 0.1032520980, output_fired_time: 0.0000000000, propagate_forward_time: 6.3294882774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4586963654
validation[          , genome  4122] predictions:    9621/  10000 (96.21%), best:    9633/10000 (96.33%), error:      1242.69849, best error:      1218.38635 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 86.0108489990s, input_fired_time: 0.8195084333, output_fired_time: 0.8080216646, propagate_forward_time: 32.0240173340, propagate_backward_time: 49.7931938171, weight_update_time: 0.1422166377, other_time: 2.5661048889
epoch time: 6.8556599617s, input_fired_time: 0.1050132364, output_fired_time: 0.0000000000, propagate_forward_time: 6.2871952057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634513855
validation[          , genome  4122] predictions:    9621/  10000 (96.21%), best:    9633/10000 (96.33%), error:      1244.69116, best error:      1218.38635 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 86.0459136963s, input_fired_time: 0.8255258799, output_fired_time: 0.8156362176, propagate_forward_time: 31.9308986664, propagate_backward_time: 49.8845672607, weight_update_time: 0.1450725943, other_time: 2.5892868042
epoch time: 6.9232840538s, input_fired_time: 0.1041713879, output_fired_time: 0.0000000000, propagate_forward_time: 6.3491344452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699783325
validation[          , genome  4122] predictions:    9608/  10000 (96.08%), best:    9633/10000 (96.33%), error:      1290.87036, best error:      1218.38635 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.6367340088s, input_fired_time: 0.8245267868, output_fired_time: 0.8139235973, propagate_forward_time: 31.7785530090, propagate_backward_time: 49.6235580444, weight_update_time: 0.1427913904, other_time: 2.5961723328
epoch time: 7.1448159218s, input_fired_time: 0.1078258902, output_fired_time: 0.0000000000, propagate_forward_time: 6.5663332939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706568718
validation[          , genome  4122] predictions:    9615/  10000 (96.15%), best:    9633/10000 (96.33%), error:      1270.06934, best error:      1218.38635 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.1412353516s, input_fired_time: 0.8220546246, output_fired_time: 0.8083557487, propagate_forward_time: 31.5453300476, propagate_backward_time: 49.3722915649, weight_update_time: 0.1423288584, other_time: 2.5932044983
epoch time: 6.9934635162s, input_fired_time: 0.1065606922, output_fired_time: 0.0000000000, propagate_forward_time: 6.4241003990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628024101
validation[          , genome  4122] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1216.59253, best error:      1216.59253 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 85.1608047485s, input_fired_time: 0.8291100860, output_fired_time: 0.8079606295, propagate_forward_time: 31.7017326355, propagate_backward_time: 49.2469635010, weight_update_time: 0.1448814124, other_time: 2.5750389099
epoch time: 7.0959014893s, input_fired_time: 0.1070289463, output_fired_time: 0.0000000000, propagate_forward_time: 6.5142793655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745931625
validation[          , genome  4122] predictions:    9568/  10000 (95.68%), best:    9627/10000 (96.27%), error:      1492.49719, best error:      1216.59253 on epoch:    92, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 86.7394027710s, input_fired_time: 0.8343135715, output_fired_time: 0.8198031783, propagate_forward_time: 32.2274169922, propagate_backward_time: 50.2507247925, weight_update_time: 0.1442146897, other_time: 2.6071472168
epoch time: 6.9420742989s, input_fired_time: 0.1042527854, output_fired_time: 0.0000000000, propagate_forward_time: 6.3797774315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580440521
validation[          , genome  4122] predictions:    9624/  10000 (96.24%), best:    9627/10000 (96.27%), error:      1236.89514, best error:      1216.59253 on epoch:    92, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.0968780518s, input_fired_time: 0.8263319731, output_fired_time: 0.8062859178, propagate_forward_time: 31.5805644989, propagate_backward_time: 49.2900848389, weight_update_time: 0.1423235834, other_time: 2.5936050415
epoch time: 6.9562416077s, input_fired_time: 0.1044434011, output_fired_time: 0.0000000000, propagate_forward_time: 6.3870244026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647736549
validation[          , genome  4122] predictions:    9619/  10000 (96.19%), best:    9627/10000 (96.27%), error:      1269.56226, best error:      1216.59253 on epoch:    92, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.8724060059s, input_fired_time: 0.8266248703, output_fired_time: 0.8130283952, propagate_forward_time: 31.9541378021, propagate_backward_time: 49.6884956360, weight_update_time: 0.1419010907, other_time: 2.5901222229
epoch time: 6.8459377289s, input_fired_time: 0.1033219695, output_fired_time: 0.0000000000, propagate_forward_time: 6.2816209793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609947205
validation[          , genome  4122] predictions:    9606/  10000 (96.06%), best:    9627/10000 (96.27%), error:      1265.17847, best error:      1216.59253 on epoch:    92, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 85.5216979980s, input_fired_time: 0.8289508224, output_fired_time: 0.8136839867, propagate_forward_time: 31.7173938751, propagate_backward_time: 49.5735588074, weight_update_time: 0.1431515068, other_time: 2.5881156921
epoch time: 6.8004441261s, input_fired_time: 0.1033963040, output_fired_time: 0.0000000000, propagate_forward_time: 6.2415332794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555144310
validation[          , genome  4122] predictions:    9619/  10000 (96.19%), best:    9627/10000 (96.27%), error:      1264.09546, best error:      1216.59253 on epoch:    92, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.9969177246s, input_fired_time: 0.8354811072, output_fired_time: 0.8119922876, propagate_forward_time: 31.9987468719, propagate_backward_time: 49.7747955322, weight_update_time: 0.1421124190, other_time: 2.5759048462
epoch time: 7.1196355820s, input_fired_time: 0.1090367883, output_fired_time: 0.0000000000, propagate_forward_time: 6.5281748772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4824237823
validation[          , genome  4122] predictions:    9633/  10000 (96.33%), best:    9627/10000 (96.27%), error:      1232.31238, best error:      1216.59253 on epoch:    92, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.6216354370s, input_fired_time: 0.8264701366, output_fired_time: 0.8107787371, propagate_forward_time: 31.7289218903, propagate_backward_time: 49.6683807373, weight_update_time: 0.1428768188, other_time: 2.5870895386
epoch time: 7.0731997490s, input_fired_time: 0.1069114581, output_fired_time: 0.0000000000, propagate_forward_time: 6.5028657913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634222984
validation[          , genome  4122] predictions:    9591/  10000 (95.91%), best:    9627/10000 (96.27%), error:      1316.54065, best error:      1216.59253 on epoch:    92, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.5782699585s, input_fired_time: 0.8258266449, output_fired_time: 0.8067798018, propagate_forward_time: 31.8439750671, propagate_backward_time: 49.5239219666, weight_update_time: 0.1425429732, other_time: 2.5777664185
epoch time: 6.8852343559s, input_fired_time: 0.1047941819, output_fired_time: 0.0000000000, propagate_forward_time: 6.3263006210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541397095
validation[          , genome  4122] predictions:    9622/  10000 (96.22%), best:    9627/10000 (96.27%), error:      1285.44934, best error:      1216.59253 on epoch:    92, 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: 35.2256965637s, input_fired_time: 0.5286930799, output_fired_time: 0.0000000000, propagate_forward_time: 32.3020935059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3949089050
best training[          , genome  4122] predictions:   48971/  50000 (97.94%), best:    9627/10000 (96.27%), error:      3815.76440, best error:      1216.59253 on epoch:    92, 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: 6.9482679367s, input_fired_time: 0.1047287658, output_fired_time: 0.0000000000, propagate_forward_time: 6.3844571114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590821266
   testing[          , genome  4122] predictions:    9651/  10000 (96.51%), best:    9627/10000 (96.27%), error:      1154.28137, best error:      1216.59253 on epoch:    92, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:11:43 (4540): called boinc_finish(0)

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