Nameexact_genome_1512568488_41_4786_0
Workunit2595218
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline15 Dec 2017, 14:58:49 UTC
Received8 Dec 2017, 0:00:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time4 hours 11 min 53 sec
CPU time4 hours 11 min 1 sec
Validate stateValid
Credit2,031.75
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.15 MB
Peak swap size159.57 MB
Peak disk usage1.94 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
10000 (94.97%), best:    9575/10000 (95.75%), error:      1693.77649, best error:      1389.00989 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 139.7511749268s, input_fired_time: 1.9263472557, output_fired_time: 1.6990984678, propagate_forward_time: 51.8214149475, propagate_backward_time: 80.6694564819, weight_update_time: 0.1535103321, other_time: 3.6348648071
epoch time: 10.9018459320s, input_fired_time: 0.2243751585, output_fired_time: 0.0000000000, propagate_forward_time: 10.0750656128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6024055481
validation[          , genome  4786] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1246.22729, best error:      1246.22729 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 138.3342132568s, input_fired_time: 1.8707159758, output_fired_time: 1.6797981262, propagate_forward_time: 51.2858734131, propagate_backward_time: 79.9003677368, weight_update_time: 0.1549191922, other_time: 3.5974655151
epoch time: 10.9800195694s, input_fired_time: 0.2271442711, output_fired_time: 0.0000000000, propagate_forward_time: 10.1452941895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6075811386
validation[          , genome  4786] predictions:    9581/  10000 (95.81%), best:    9623/10000 (96.23%), error:      1423.04956, best error:      1246.22729 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 137.0243988037s, input_fired_time: 1.8262448311, output_fired_time: 1.6685135365, propagate_forward_time: 50.9017143250, propagate_backward_time: 79.1347122192, weight_update_time: 0.1523793787, other_time: 3.4932022095
epoch time: 11.0814771652s, input_fired_time: 0.2328616381, output_fired_time: 0.0000000000, propagate_forward_time: 10.2151250839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6334905624
validation[          , genome  4786] predictions:    9586/  10000 (95.86%), best:    9623/10000 (96.23%), error:      1394.52417, best error:      1246.22729 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 137.6784362793s, input_fired_time: 1.8918251991, output_fired_time: 1.6764713526, propagate_forward_time: 51.0951347351, propagate_backward_time: 79.4890975952, weight_update_time: 0.1571818739, other_time: 3.5259017944
epoch time: 10.9736280441s, input_fired_time: 0.2317033857, output_fired_time: 0.0000000000, propagate_forward_time: 10.1331729889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6087512970
validation[          , genome  4786] predictions:    9610/  10000 (96.10%), best:    9623/10000 (96.23%), error:      1251.23206, best error:      1246.22729 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 135.0063629150s, input_fired_time: 1.7852742672, output_fired_time: 1.6318639517, propagate_forward_time: 50.1180915833, propagate_backward_time: 78.0322570801, weight_update_time: 0.1495548487, other_time: 3.4388732910
epoch time: 11.0418176651s, input_fired_time: 0.2326496542, output_fired_time: 0.0000000000, propagate_forward_time: 10.1610565186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6481113434
validation[          , genome  4786] predictions:    9497/  10000 (94.97%), best:    9623/10000 (96.23%), error:      1663.01587, best error:      1246.22729 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 136.5450592041s, input_fired_time: 1.8332854509, output_fired_time: 1.6543518305, propagate_forward_time: 50.5706634521, propagate_backward_time: 78.9476470947, weight_update_time: 0.1523768306, other_time: 3.5391082764
epoch time: 11.3383893967s, input_fired_time: 0.2422059625, output_fired_time: 0.0000000000, propagate_forward_time: 10.4306859970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6654977798
validation[          , genome  4786] predictions:    9605/  10000 (96.05%), best:    9623/10000 (96.23%), error:      1299.94299, best error:      1246.22729 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 135.7571258545s, input_fired_time: 1.8141887188, output_fired_time: 1.6516706944, propagate_forward_time: 50.3945579529, propagate_backward_time: 78.4416122437, weight_update_time: 0.1507544518, other_time: 3.4550857544
epoch time: 10.8901596069s, input_fired_time: 0.2266706824, output_fired_time: 0.0000000000, propagate_forward_time: 10.0594673157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6040220261
validation[          , genome  4786] predictions:    9558/  10000 (95.58%), best:    9623/10000 (96.23%), error:      1430.68298, best error:      1246.22729 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 136.7999877930s, input_fired_time: 1.8524807692, output_fired_time: 1.6746407747, propagate_forward_time: 50.7715950012, propagate_backward_time: 79.0457534790, weight_update_time: 0.1518699229, other_time: 3.4555282593
epoch time: 11.0110778809s, input_fired_time: 0.2343859822, output_fired_time: 0.0000000000, propagate_forward_time: 10.1447515488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6319398880
validation[          , genome  4786] predictions:    9618/  10000 (96.18%), best:    9618/10000 (96.18%), error:      1245.83594, best error:      1245.83594 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 137.4777526855s, input_fired_time: 1.8711953163, output_fired_time: 1.6721613407, propagate_forward_time: 50.9958152771, propagate_backward_time: 79.3741302490, weight_update_time: 0.1532132328, other_time: 3.5644378662
epoch time: 10.9090623856s, input_fired_time: 0.2278857082, output_fired_time: 0.0000000000, propagate_forward_time: 10.0699634552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112136841
validation[          , genome  4786] predictions:    9575/  10000 (95.75%), best:    9618/10000 (96.18%), error:      1396.44885, best error:      1245.83594 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 135.7815399170s, input_fired_time: 1.8328830004, output_fired_time: 1.6522163153, propagate_forward_time: 50.3642997742, propagate_backward_time: 78.4532470703, weight_update_time: 0.1505937427, other_time: 3.4788818359
epoch time: 11.1706380844s, input_fired_time: 0.2411225587, output_fired_time: 0.0000000000, propagate_forward_time: 10.2964010239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6331148148
validation[          , genome  4786] predictions:    9605/  10000 (96.05%), best:    9618/10000 (96.18%), error:      1267.45593, best error:      1245.83594 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 137.5124664307s, input_fired_time: 1.8459843397, output_fired_time: 1.6885075569, propagate_forward_time: 50.9798431396, propagate_backward_time: 79.4512252808, weight_update_time: 0.1562776268, other_time: 3.5469131470
epoch time: 11.2342844009s, input_fired_time: 0.2374873012, output_fired_time: 0.0000000000, propagate_forward_time: 10.3379373550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6588602066
validation[          , genome  4786] predictions:    9589/  10000 (95.89%), best:    9618/10000 (96.18%), error:      1340.47827, best error:      1245.83594 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 136.5490417480s, input_fired_time: 1.8228869438, output_fired_time: 1.6681447029, propagate_forward_time: 50.7015953064, propagate_backward_time: 78.9064254761, weight_update_time: 0.1535362452, other_time: 3.4499740601
epoch time: 11.1260232925s, input_fired_time: 0.2325286865, output_fired_time: 0.0000000000, propagate_forward_time: 10.2655544281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279401779
validation[          , genome  4786] predictions:    9530/  10000 (95.30%), best:    9618/10000 (96.18%), error:      1461.67883, best error:      1245.83594 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 138.9697723389s, input_fired_time: 1.8714013100, output_fired_time: 1.7019425631, propagate_forward_time: 51.4793739319, propagate_backward_time: 80.2841949463, weight_update_time: 0.1536154300, other_time: 3.6328582764
epoch time: 10.9570369720s, input_fired_time: 0.2306347936, output_fired_time: 0.0000000000, propagate_forward_time: 10.1147613525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6116409302
validation[          , genome  4786] predictions:    9577/  10000 (95.77%), best:    9618/10000 (96.18%), error:      1317.25537, best error:      1245.83594 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 136.2392883301s, input_fired_time: 1.8243910074, output_fired_time: 1.6500923634, propagate_forward_time: 50.6641807556, propagate_backward_time: 78.6555404663, weight_update_time: 0.1563749611, other_time: 3.4450912476
epoch time: 11.0792369843s, input_fired_time: 0.2382420748, output_fired_time: 0.0000000000, propagate_forward_time: 10.2093982697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315965652
validation[          , genome  4786] predictions:    9621/  10000 (96.21%), best:    9618/10000 (96.18%), error:      1256.77612, best error:      1245.83594 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 136.9197540283s, input_fired_time: 1.8503580093, output_fired_time: 1.6561056376, propagate_forward_time: 50.8034172058, propagate_backward_time: 79.0760040283, weight_update_time: 0.1521735340, other_time: 3.5338592529
epoch time: 11.1697826385s, input_fired_time: 0.2375320792, output_fired_time: 0.0000000000, propagate_forward_time: 10.2942771912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6379737854
validation[          , genome  4786] predictions:    9486/  10000 (94.86%), best:    9618/10000 (96.18%), error:      1594.40625, best error:      1245.83594 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 137.7598876953s, input_fired_time: 1.8468568325, output_fired_time: 1.6941212416, propagate_forward_time: 51.0809974670, propagate_backward_time: 79.6279602051, weight_update_time: 0.1530096531, other_time: 3.5099487305
epoch time: 10.9366540909s, input_fired_time: 0.2290813327, output_fired_time: 0.0000000000, propagate_forward_time: 10.0957365036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6118364334
validation[          , genome  4786] predictions:    9581/  10000 (95.81%), best:    9618/10000 (96.18%), error:      1330.10620, best error:      1245.83594 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 139.8140869141s, input_fired_time: 1.8913326263, output_fired_time: 1.7072551250, propagate_forward_time: 51.7561683655, propagate_backward_time: 80.7644500732, weight_update_time: 0.1595421433, other_time: 3.6948852539
epoch time: 10.9376907349s, input_fired_time: 0.2300408334, output_fired_time: 0.0000000000, propagate_forward_time: 10.1064367294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6012134552
validation[          , genome  4786] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1236.91553, best error:      1236.91553 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 138.2166137695s, input_fired_time: 1.8997143507, output_fired_time: 1.6963667870, propagate_forward_time: 51.2468795776, propagate_backward_time: 79.7303466797, weight_update_time: 0.1556529105, other_time: 3.6433029175
epoch time: 10.9360866547s, input_fired_time: 0.2304932475, output_fired_time: 0.0000000000, propagate_forward_time: 10.0918283463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6137647629
validation[          , genome  4786] predictions:    9554/  10000 (95.54%), best:    9602/10000 (96.02%), error:      1413.66394, best error:      1236.91553 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 136.7359619141s, input_fired_time: 1.8242191076, output_fired_time: 1.6579282284, propagate_forward_time: 50.8384819031, propagate_backward_time: 78.9774398804, weight_update_time: 0.1520612389, other_time: 3.4378890991
epoch time: 10.9771976471s, input_fired_time: 0.2274391502, output_fired_time: 0.0000000000, propagate_forward_time: 10.1458377838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6039209366
validation[          , genome  4786] predictions:    9609/  10000 (96.09%), best:    9602/10000 (96.02%), error:      1256.80493, best error:      1236.91553 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 136.9678192139s, input_fired_time: 1.8327794075, output_fired_time: 1.6659561396, propagate_forward_time: 50.8427772522, propagate_backward_time: 79.1498718262, weight_update_time: 0.1525302678, other_time: 3.4764404297
epoch time: 11.0875663757s, input_fired_time: 0.2433271557, output_fired_time: 0.0000000000, propagate_forward_time: 10.1960220337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6482172012
validation[          , genome  4786] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1203.66907, best error:      1203.66907 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 137.3000640869s, input_fired_time: 1.8372448683, output_fired_time: 1.6555789709, propagate_forward_time: 50.9495010376, propagate_backward_time: 79.3770675659, weight_update_time: 0.1563463360, other_time: 3.4806671143
epoch time: 11.1453609467s, input_fired_time: 0.2356074750, output_fired_time: 0.0000000000, propagate_forward_time: 10.2682561874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6414976120
validation[          , genome  4786] predictions:    9596/  10000 (95.96%), best:    9629/10000 (96.29%), error:      1280.66504, best error:      1203.66907 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 137.1974029541s, input_fired_time: 1.8362169266, output_fired_time: 1.6770085096, propagate_forward_time: 50.8286819458, propagate_backward_time: 79.2653198242, weight_update_time: 0.1525943726, other_time: 3.5901870728
epoch time: 10.9593076706s, input_fired_time: 0.2309385240, output_fired_time: 0.0000000000, propagate_forward_time: 10.1215467453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068220139
validation[          , genome  4786] predictions:    9501/  10000 (95.01%), best:    9629/10000 (96.29%), error:      1573.85620, best error:      1203.66907 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 136.1008300781s, input_fired_time: 1.8249976635, output_fired_time: 1.6587021351, propagate_forward_time: 50.5690345764, propagate_backward_time: 78.6341323853, weight_update_time: 0.1514576674, other_time: 3.4139633179
epoch time: 11.0761346817s, input_fired_time: 0.2353701144, output_fired_time: 0.0000000000, propagate_forward_time: 10.1612415314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6795234680
validation[          , genome  4786] predictions:    9597/  10000 (95.97%), best:    9629/10000 (96.29%), error:      1283.42358, best error:      1203.66907 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 136.9280395508s, input_fired_time: 1.8261572123, output_fired_time: 1.6745177507, propagate_forward_time: 50.8889198303, propagate_backward_time: 79.1532058716, weight_update_time: 0.1511002630, other_time: 3.3852462769
epoch time: 11.0739097595s, input_fired_time: 0.2315017879, output_fired_time: 0.0000000000, propagate_forward_time: 10.2335176468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6088905334
validation[          , genome  4786] predictions:    9604/  10000 (96.04%), best:    9629/10000 (96.29%), error:      1264.06970, best error:      1203.66907 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 139.4344787598s, input_fired_time: 1.8810096979, output_fired_time: 1.7174537182, propagate_forward_time: 51.5942230225, propagate_backward_time: 80.5137100220, weight_update_time: 0.1539516598, other_time: 3.7280807495
epoch time: 10.9817667007s, input_fired_time: 0.2416492850, output_fired_time: 0.0000000000, propagate_forward_time: 10.0980453491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420717239
validation[          , genome  4786] predictions:    9616/  10000 (96.16%), best:    9629/10000 (96.29%), error:      1265.08411, best error:      1203.66907 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 137.5201721191s, input_fired_time: 1.8608238697, output_fired_time: 1.6737064123, propagate_forward_time: 50.9486236572, propagate_backward_time: 79.4841308594, weight_update_time: 0.1586448401, other_time: 3.5528869629
epoch time: 10.9696397781s, input_fired_time: 0.2292954326, output_fired_time: 0.0000000000, propagate_forward_time: 10.1172800064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230640411
validation[          , genome  4786] predictions:    9644/  10000 (96.44%), best:    9629/10000 (96.29%), error:      1213.96362, best error:      1203.66907 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 137.5734405518s, input_fired_time: 1.8683974743, output_fired_time: 1.6741884947, propagate_forward_time: 51.0219306946, propagate_backward_time: 79.4283065796, weight_update_time: 0.1537024826, other_time: 3.5806198120
epoch time: 10.9779767990s, input_fired_time: 0.2301551700, output_fired_time: 0.0000000000, propagate_forward_time: 10.1367006302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111211777
validation[          , genome  4786] predictions:    9589/  10000 (95.89%), best:    9629/10000 (96.29%), error:      1304.14099, best error:      1203.66907 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 136.7593078613s, input_fired_time: 1.8290330172, output_fired_time: 1.6509636641, propagate_forward_time: 50.7760925293, propagate_backward_time: 79.0265655518, weight_update_time: 0.1517056525, other_time: 3.4766387939
epoch time: 10.9644737244s, input_fired_time: 0.2302082926, output_fired_time: 0.0000000000, propagate_forward_time: 10.1235466003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107187271
validation[          , genome  4786] predictions:    9606/  10000 (96.06%), best:    9629/10000 (96.29%), error:      1215.94897, best error:      1203.66907 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 139.9679412842s, input_fired_time: 1.9115849733, output_fired_time: 1.7026609182, propagate_forward_time: 51.8265113831, propagate_backward_time: 80.7787094116, weight_update_time: 0.1540051699, other_time: 3.7484664917
epoch time: 11.0244913101s, input_fired_time: 0.2357073873, output_fired_time: 0.0000000000, propagate_forward_time: 10.1550960541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6336879730
validation[          , genome  4786] predictions:    9631/  10000 (96.31%), best:    9629/10000 (96.29%), error:      1222.37866, best error:      1203.66907 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 135.7972869873s, input_fired_time: 1.8135353327, output_fired_time: 1.6458048820, propagate_forward_time: 50.3576354980, propagate_backward_time: 78.5332107544, weight_update_time: 0.1506517380, other_time: 3.4471054077
epoch time: 11.2252368927s, input_fired_time: 0.2336888462, output_fired_time: 0.0000000000, propagate_forward_time: 10.3538579941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6376895905
validation[          , genome  4786] predictions:    9620/  10000 (96.20%), best:    9629/10000 (96.29%), error:      1212.48022, best error:      1203.66907 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 136.9705047607s, input_fired_time: 1.8395894766, output_fired_time: 1.6845179796, propagate_forward_time: 50.7772521973, propagate_backward_time: 79.2020263672, weight_update_time: 0.1579879671, other_time: 3.4671173096
epoch time: 10.9506397247s, input_fired_time: 0.2306743413, output_fired_time: 0.0000000000, propagate_forward_time: 10.1131124496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6068525314
validation[          , genome  4786] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1196.37073, best error:      1196.37073 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 136.4724426270s, input_fired_time: 1.8232938051, output_fired_time: 1.6567429304, propagate_forward_time: 50.6029815674, propagate_backward_time: 78.9469757080, weight_update_time: 0.1609049886, other_time: 3.4424591064
epoch time: 10.9196949005s, input_fired_time: 0.2306953222, output_fired_time: 0.0000000000, propagate_forward_time: 10.0854854584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035137177
validation[          , genome  4786] predictions:    9583/  10000 (95.83%), best:    9619/10000 (96.19%), error:      1320.93054, best error:      1196.37073 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 137.8119506836s, input_fired_time: 1.8485966921, output_fired_time: 1.6851395369, propagate_forward_time: 51.1273994446, propagate_backward_time: 79.6323623657, weight_update_time: 0.1523876339, other_time: 3.5184555054
epoch time: 11.0269117355s, input_fired_time: 0.2345605493, output_fired_time: 0.0000000000, propagate_forward_time: 10.1646213531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6277294159
validation[          , genome  4786] predictions:    9634/  10000 (96.34%), best:    9619/10000 (96.19%), error:      1200.65015, best error:      1196.37073 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 136.8179168701s, input_fired_time: 1.8552323580, output_fired_time: 1.6601865292, propagate_forward_time: 50.7795448303, propagate_backward_time: 79.0421371460, weight_update_time: 0.1516480446, other_time: 3.4808120728
epoch time: 10.9377460480s, input_fired_time: 0.2309993505, output_fired_time: 0.0000000000, propagate_forward_time: 10.0954294205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6113176346
validation[          , genome  4786] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1263.01685, best error:      1196.37073 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 137.8248443604s, input_fired_time: 1.8724676371, output_fired_time: 1.6990761757, propagate_forward_time: 51.0785179138, propagate_backward_time: 79.6439590454, weight_update_time: 0.1576063186, other_time: 3.5308151245
epoch time: 10.5531988144s, input_fired_time: 0.2270277739, output_fired_time: 0.0000000000, propagate_forward_time: 9.7240848541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020860672
validation[          , genome  4786] predictions:    9616/  10000 (96.16%), best:    9619/10000 (96.19%), error:      1213.03516, best error:      1196.37073 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 137.4146118164s, input_fired_time: 1.8705673218, output_fired_time: 1.6625778675, propagate_forward_time: 50.9467239380, propagate_backward_time: 79.3498458862, weight_update_time: 0.1526184082, other_time: 3.5848846436
epoch time: 10.9356994629s, input_fired_time: 0.2289969623, output_fired_time: 0.0000000000, propagate_forward_time: 10.1031541824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035480499
validation[          , genome  4786] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1193.77808, best error:      1193.77808 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 138.3487243652s, input_fired_time: 1.8650305271, output_fired_time: 1.7030689716, propagate_forward_time: 51.3326950073, propagate_backward_time: 79.9652786255, weight_update_time: 0.1519764215, other_time: 3.4826507568
epoch time: 10.6997766495s, input_fired_time: 0.2265591472, output_fired_time: 0.0000000000, propagate_forward_time: 9.8783302307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948877335
validation[          , genome  4786] predictions:    9528/  10000 (95.28%), best:    9638/10000 (96.38%), error:      1672.69995, best error:      1193.77808 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 136.4327392578s, input_fired_time: 1.8320581913, output_fired_time: 1.6636650562, propagate_forward_time: 50.6273536682, propagate_backward_time: 78.8876342773, weight_update_time: 0.1523732096, other_time: 3.4220275879
epoch time: 10.9999265671s, input_fired_time: 0.2348035872, output_fired_time: 0.0000000000, propagate_forward_time: 10.1532726288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6118507385
validation[          , genome  4786] predictions:    9585/  10000 (95.85%), best:    9638/10000 (96.38%), error:      1331.94690, best error:      1193.77808 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 138.7000579834s, input_fired_time: 1.9009699821, output_fired_time: 1.7004526854, propagate_forward_time: 51.5570182800, propagate_backward_time: 80.0036163330, weight_update_time: 0.1554102302, other_time: 3.5379943848
epoch time: 10.9390497208s, input_fired_time: 0.2311049104, output_fired_time: 0.0000000000, propagate_forward_time: 10.1018848419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060600281
validation[          , genome  4786] predictions:    9612/  10000 (96.12%), best:    9638/10000 (96.38%), error:      1258.89758, best error:      1193.77808 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 137.0569915771s, input_fired_time: 1.8705674410, output_fired_time: 1.6727467775, propagate_forward_time: 50.8914718628, propagate_backward_time: 79.0942993164, weight_update_time: 0.1534031630, other_time: 3.5279006958
epoch time: 11.0453166962s, input_fired_time: 0.2425480038, output_fired_time: 0.0000000000, propagate_forward_time: 10.1717185974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6310501099
validation[          , genome  4786] predictions:    9603/  10000 (96.03%), best:    9638/10000 (96.38%), error:      1224.87195, best error:      1193.77808 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 138.1810455322s, input_fired_time: 1.8698121309, output_fired_time: 1.6755050421, propagate_forward_time: 51.1940917969, propagate_backward_time: 79.8779296875, weight_update_time: 0.1535647959, other_time: 3.5637054443
epoch time: 11.3799819946s, input_fired_time: 0.2688267529, output_fired_time: 0.0000000000, propagate_forward_time: 10.4441671371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6669883728
validation[          , genome  4786] predictions:    9626/  10000 (96.26%), best:    9638/10000 (96.38%), error:      1222.02136, best error:      1193.77808 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 137.0074768066s, input_fired_time: 1.8605605364, output_fired_time: 1.6749154329, propagate_forward_time: 50.8782196045, propagate_backward_time: 79.0381927490, weight_update_time: 0.1524965614, other_time: 3.5555877686
epoch time: 10.9485139847s, input_fired_time: 0.2320774496, output_fired_time: 0.0000000000, propagate_forward_time: 10.1072263718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6092100143
validation[          , genome  4786] predictions:    9625/  10000 (96.25%), best:    9638/10000 (96.38%), error:      1214.41040, best error:      1193.77808 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 138.1256561279s, input_fired_time: 1.8542027473, output_fired_time: 1.7150834799, propagate_forward_time: 51.3002624512, propagate_backward_time: 79.7712936401, weight_update_time: 0.1520274132, other_time: 3.4848098755
epoch time: 11.0908517838s, input_fired_time: 0.2404725999, output_fired_time: 0.0000000000, propagate_forward_time: 10.2189712524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6314077377
validation[          , genome  4786] predictions:    9625/  10000 (96.25%), best:    9638/10000 (96.38%), error:      1237.59192, best error:      1193.77808 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 137.7776489258s, input_fired_time: 1.8869084120, output_fired_time: 1.6708481312, propagate_forward_time: 51.0871009827, propagate_backward_time: 79.6040802002, weight_update_time: 0.1601125151, other_time: 3.5287170410
epoch time: 11.3137321472s, input_fired_time: 0.2400740683, output_fired_time: 0.0000000000, propagate_forward_time: 10.4483547211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6253032684
validation[          , genome  4786] predictions:    9554/  10000 (95.54%), best:    9638/10000 (96.38%), error:      1435.77368, best error:      1193.77808 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 136.8130950928s, input_fired_time: 1.8553457260, output_fired_time: 1.6767773628, propagate_forward_time: 50.7580947876, propagate_backward_time: 79.0950622559, weight_update_time: 0.1520286649, other_time: 3.4278182983
epoch time: 11.3006753922s, input_fired_time: 0.2465479225, output_fired_time: 0.0000000000, propagate_forward_time: 10.3711624146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6829652786
validation[          , genome  4786] predictions:    9578/  10000 (95.78%), best:    9638/10000 (96.38%), error:      1329.31262, best error:      1193.77808 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 137.2947235107s, input_fired_time: 1.8644319773, output_fired_time: 1.6726320982, propagate_forward_time: 50.9695129395, propagate_backward_time: 79.2362899780, weight_update_time: 0.1528112441, other_time: 3.5518569946
epoch time: 11.0063304901s, input_fired_time: 0.2299150974, output_fired_time: 0.0000000000, propagate_forward_time: 10.1599016190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6165142059
validation[          , genome  4786] predictions:    9600/  10000 (96.00%), best:    9638/10000 (96.38%), error:      1278.59778, best error:      1193.77808 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 136.3821258545s, input_fired_time: 1.8215407133, output_fired_time: 1.6656641960, propagate_forward_time: 50.6037139893, propagate_backward_time: 78.8736877441, weight_update_time: 0.1522357166, other_time: 3.4175262451
epoch time: 10.9463796616s, input_fired_time: 0.2314803004, output_fired_time: 0.0000000000, propagate_forward_time: 10.1041860580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107130051
validation[          , genome  4786] predictions:    9619/  10000 (96.19%), best:    9619/10000 (96.19%), error:      1183.03052, best error:      1183.03052 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 137.8860473633s, input_fired_time: 1.8815610409, output_fired_time: 1.6744621992, propagate_forward_time: 51.1129150391, propagate_backward_time: 79.5765762329, weight_update_time: 0.1593426317, other_time: 3.6405258179
epoch time: 11.0739364624s, input_fired_time: 0.2419982553, output_fired_time: 0.0000000000, propagate_forward_time: 10.1883678436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435699463
validation[          , genome  4786] predictions:    9623/  10000 (96.23%), best:    9619/10000 (96.19%), error:      1186.14209, best error:      1183.03052 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 137.1128082275s, input_fired_time: 1.8495975733, output_fired_time: 1.6753813028, propagate_forward_time: 50.9103469849, propagate_backward_time: 79.2052459717, weight_update_time: 0.1521571130, other_time: 3.4722366333
epoch time: 11.0458965302s, input_fired_time: 0.2438873649, output_fired_time: 0.0000000000, propagate_forward_time: 10.1657381058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362714767
validation[          , genome  4786] predictions:    9580/  10000 (95.80%), best:    9619/10000 (96.19%), error:      1338.59656, best error:      1183.03052 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 137.6353759766s, input_fired_time: 1.8849864006, output_fired_time: 1.6979053020, propagate_forward_time: 50.9925727844, propagate_backward_time: 79.4469070435, weight_update_time: 0.1592286676, other_time: 3.6130142212
epoch time: 10.9391994476s, input_fired_time: 0.2333027720, output_fired_time: 0.0000000000, propagate_forward_time: 10.1029720306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029243469
validation[          , genome  4786] predictions:    9605/  10000 (96.05%), best:    9619/10000 (96.19%), error:      1297.98865, best error:      1183.03052 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 137.3405151367s, input_fired_time: 1.8546535969, output_fired_time: 1.6631617546, propagate_forward_time: 50.9796752930, propagate_backward_time: 79.3345108032, weight_update_time: 0.1529006511, other_time: 3.5085067749
epoch time: 10.9440860748s, input_fired_time: 0.2296572924, output_fired_time: 0.0000000000, propagate_forward_time: 10.1007299423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136989594
validation[          , genome  4786] predictions:    9576/  10000 (95.76%), best:    9619/10000 (96.19%), error:      1317.60925, best error:      1183.03052 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 137.9861755371s, input_fired_time: 1.8889182806, output_fired_time: 1.6952619553, propagate_forward_time: 51.1828155518, propagate_backward_time: 79.6251678467, weight_update_time: 0.1536618918, other_time: 3.5940093994
epoch time: 11.0887718201s, input_fired_time: 0.2522853017, output_fired_time: 0.0000000000, propagate_forward_time: 10.2053308487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6311559677
validation[          , genome  4786] predictions:    9590/  10000 (95.90%), best:    9619/10000 (96.19%), error:      1370.36157, best error:      1183.03052 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 137.4624938965s, input_fired_time: 1.8607221842, output_fired_time: 1.6618405581, propagate_forward_time: 50.9116935730, propagate_backward_time: 79.4899063110, weight_update_time: 0.1521776170, other_time: 3.5383377075
epoch time: 11.0947399139s, input_fired_time: 0.2438468635, output_fired_time: 0.0000000000, propagate_forward_time: 10.1967439651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6541490555
validation[          , genome  4786] predictions:    9547/  10000 (95.47%), best:    9619/10000 (96.19%), error:      1454.75366, best error:      1183.03052 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 136.8022003174s, input_fired_time: 1.8437956572, output_fired_time: 1.6587581635, propagate_forward_time: 50.7536239624, propagate_backward_time: 79.0419387817, weight_update_time: 0.1528647542, other_time: 3.5040893555
epoch time: 11.0176086426s, input_fired_time: 0.2299576104, output_fired_time: 0.0000000000, propagate_forward_time: 10.1793832779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6082677841
validation[          , genome  4786] predictions:    9546/  10000 (95.46%), best:    9619/10000 (96.19%), error:      1456.64819, best error:      1183.03052 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 137.1529083252s, input_fired_time: 1.8507876396, output_fired_time: 1.6657465696, propagate_forward_time: 50.8430366516, propagate_backward_time: 79.2703018188, weight_update_time: 0.1518634260, other_time: 3.5230484009
epoch time: 11.0150928497s, input_fired_time: 0.2341314703, output_fired_time: 0.0000000000, propagate_forward_time: 10.1560487747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249122620
validation[          , genome  4786] predictions:    9561/  10000 (95.61%), best:    9619/10000 (96.19%), error:      1418.47546, best error:      1183.03052 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 137.3688964844s, input_fired_time: 1.8897300959, output_fired_time: 1.6962485313, propagate_forward_time: 50.9232444763, propagate_backward_time: 79.2257537842, weight_update_time: 0.1544515491, other_time: 3.6339263916
epoch time: 10.9655265808s, input_fired_time: 0.2286235243, output_fired_time: 0.0000000000, propagate_forward_time: 10.1215562820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6153469086
validation[          , genome  4786] predictions:    9589/  10000 (95.89%), best:    9619/10000 (96.19%), error:      1366.08618, best error:      1183.03052 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 138.9619903564s, input_fired_time: 1.8912757635, output_fired_time: 1.6936718225, propagate_forward_time: 51.5159835815, propagate_backward_time: 80.1912384033, weight_update_time: 0.1537609249, other_time: 3.6698226929
epoch time: 11.0517129898s, input_fired_time: 0.2422741801, output_fired_time: 0.0000000000, propagate_forward_time: 10.2007417679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6086969376
validation[          , genome  4786] predictions:    9597/  10000 (95.97%), best:    9619/10000 (96.19%), error:      1339.08557, best error:      1183.03052 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 136.7832489014s, input_fired_time: 1.8364340067, output_fired_time: 1.6521549225, propagate_forward_time: 50.8106231689, propagate_backward_time: 79.0317153931, weight_update_time: 0.1508208066, other_time: 3.4523086548
epoch time: 11.0004987717s, input_fired_time: 0.2370789796, output_fired_time: 0.0000000000, propagate_forward_time: 10.1449069977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185131073
validation[          , genome  4786] predictions:    9604/  10000 (96.04%), best:    9619/10000 (96.19%), error:      1313.95117, best error:      1183.03052 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 136.9369354248s, input_fired_time: 1.8378893137, output_fired_time: 1.6655917168, propagate_forward_time: 50.8387451172, propagate_backward_time: 79.1660690308, weight_update_time: 0.1516325176, other_time: 3.4286422729
epoch time: 11.0284757614s, input_fired_time: 0.2368939817, output_fired_time: 0.0000000000, propagate_forward_time: 10.1635513306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6280307770
validation[          , genome  4786] predictions:    9572/  10000 (95.72%), best:    9619/10000 (96.19%), error:      1396.31677, best error:      1183.03052 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 136.9467926025s, input_fired_time: 1.8520864248, output_fired_time: 1.6664201021, propagate_forward_time: 50.8044662476, propagate_backward_time: 79.1446762085, weight_update_time: 0.1520371735, other_time: 3.4791412354
epoch time: 11.0099792480s, input_fired_time: 0.2327604741, output_fired_time: 0.0000000000, propagate_forward_time: 10.1660690308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6111497879
validation[          , genome  4786] predictions:    9592/  10000 (95.92%), best:    9619/10000 (96.19%), error:      1340.27344, best error:      1183.03052 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 136.9174804688s, input_fired_time: 1.8583385944, output_fired_time: 1.6676403284, propagate_forward_time: 50.9227104187, propagate_backward_time: 79.0522994995, weight_update_time: 0.1510553211, other_time: 3.4164962769
epoch time: 11.0346269608s, input_fired_time: 0.2336646914, output_fired_time: 0.0000000000, propagate_forward_time: 10.1799058914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6210565567
validation[          , genome  4786] predictions:    9591/  10000 (95.91%), best:    9619/10000 (96.19%), error:      1330.15125, best error:      1183.03052 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 136.3487396240s, input_fired_time: 1.8280493021, output_fired_time: 1.6586070061, propagate_forward_time: 50.6705474854, propagate_backward_time: 78.8359069824, weight_update_time: 0.1504081935, other_time: 3.3556365967
epoch time: 11.2305612564s, input_fired_time: 0.2566256225, output_fired_time: 0.0000000000, propagate_forward_time: 10.3174619675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564741135
validation[          , genome  4786] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1319.03162, best error:      1183.03052 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 135.9748687744s, input_fired_time: 1.8418216705, output_fired_time: 1.6515758038, propagate_forward_time: 50.3491897583, propagate_backward_time: 78.6918792725, weight_update_time: 0.1504818499, other_time: 3.4403915405
epoch time: 11.1428108215s, input_fired_time: 0.2386378348, output_fired_time: 0.0000000000, propagate_forward_time: 10.2617721558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424007416
validation[          , genome  4786] predictions:    9589/  10000 (95.89%), best:    9619/10000 (96.19%), error:      1352.49426, best error:      1183.03052 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 136.5695800781s, input_fired_time: 1.8672864437, output_fired_time: 1.6574827433, propagate_forward_time: 50.6509132385, propagate_backward_time: 78.9152450562, weight_update_time: 0.1539936066, other_time: 3.4786605835
epoch time: 10.9252948761s, input_fired_time: 0.2314969003, output_fired_time: 0.0000000000, propagate_forward_time: 10.0904140472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033840179
validation[          , genome  4786] predictions:    9578/  10000 (95.78%), best:    9619/10000 (96.19%), error:      1344.82690, best error:      1183.03052 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 137.8035278320s, input_fired_time: 1.8805347681, output_fired_time: 1.6820909977, propagate_forward_time: 51.1697998047, propagate_backward_time: 79.5552062988, weight_update_time: 0.1520416141, other_time: 3.5158843994
epoch time: 10.9136018753s, input_fired_time: 0.2320749611, output_fired_time: 0.0000000000, propagate_forward_time: 10.0781373978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033897400
validation[          , genome  4786] predictions:    9598/  10000 (95.98%), best:    9619/10000 (96.19%), error:      1305.75305, best error:      1183.03052 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 137.4175872803s, input_fired_time: 1.8832662106, output_fired_time: 1.6625261307, propagate_forward_time: 50.9923057556, propagate_backward_time: 79.3654785156, weight_update_time: 0.1524362117, other_time: 3.5140075684
epoch time: 11.0459012985s, input_fired_time: 0.2405360341, output_fired_time: 0.0000000000, propagate_forward_time: 10.1579961777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6473693848
validation[          , genome  4786] predictions:    9624/  10000 (96.24%), best:    9619/10000 (96.19%), error:      1238.76733, best error:      1183.03052 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 138.1657104492s, input_fired_time: 1.8965500593, output_fired_time: 1.6682928801, propagate_forward_time: 51.1851615906, propagate_backward_time: 79.7525329590, weight_update_time: 0.1594814360, other_time: 3.6631774902
epoch time: 10.9101448059s, input_fired_time: 0.2329583615, output_fired_time: 0.0000000000, propagate_forward_time: 10.0708351135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6063508987
validation[          , genome  4786] predictions:    9540/  10000 (95.40%), best:    9619/10000 (96.19%), error:      1449.03235, best error:      1183.03052 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 135.7694549561s, input_fired_time: 1.8313959837, output_fired_time: 1.6499966383, propagate_forward_time: 50.3649787903, propagate_backward_time: 78.5321807861, weight_update_time: 0.1498298049, other_time: 3.3909149170
epoch time: 11.0568609238s, input_fired_time: 0.2396395952, output_fired_time: 0.0000000000, propagate_forward_time: 10.1981878281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6190338135
validation[          , genome  4786] predictions:    9601/  10000 (96.01%), best:    9619/10000 (96.19%), error:      1297.05847, best error:      1183.03052 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 137.3282775879s, input_fired_time: 1.8651887178, output_fired_time: 1.6721644402, propagate_forward_time: 50.8778152466, propagate_backward_time: 79.3754272461, weight_update_time: 0.1564388275, other_time: 3.5376815796
epoch time: 11.1571598053s, input_fired_time: 0.2423802912, output_fired_time: 0.0000000000, propagate_forward_time: 10.2884578705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263217926
validation[          , genome  4786] predictions:    9601/  10000 (96.01%), best:    9619/10000 (96.19%), error:      1269.60376, best error:      1183.03052 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 136.6276092529s, input_fired_time: 1.8387486935, output_fired_time: 1.6629217863, propagate_forward_time: 50.6875038147, propagate_backward_time: 79.0447845459, weight_update_time: 0.1514400840, other_time: 3.3936614990
epoch time: 10.9871702194s, input_fired_time: 0.2328094244, output_fired_time: 0.0000000000, propagate_forward_time: 10.1513423920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6030187607
validation[          , genome  4786] predictions:    9603/  10000 (96.03%), best:    9619/10000 (96.19%), error:      1301.95142, best error:      1183.03052 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 137.4724731445s, input_fired_time: 1.8681566715, output_fired_time: 1.6980909109, propagate_forward_time: 50.9470825195, propagate_backward_time: 79.4931945801, weight_update_time: 0.1511317343, other_time: 3.4659423828
epoch time: 11.0023679733s, input_fired_time: 0.2367117405, output_fired_time: 0.0000000000, propagate_forward_time: 10.1595811844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6060752869
validation[          , genome  4786] predictions:    9613/  10000 (96.13%), best:    9619/10000 (96.19%), error:      1265.31360, best error:      1183.03052 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 136.8903350830s, input_fired_time: 1.8677145243, output_fired_time: 1.6676026583, propagate_forward_time: 50.8253784180, propagate_backward_time: 79.0108184814, weight_update_time: 0.1523683369, other_time: 3.5188140869
epoch time: 10.9156951904s, input_fired_time: 0.2341259122, output_fired_time: 0.0000000000, propagate_forward_time: 10.0750732422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064958572
validation[          , genome  4786] predictions:    9582/  10000 (95.82%), best:    9619/10000 (96.19%), error:      1335.82800, best error:      1183.03052 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 137.6489410400s, input_fired_time: 1.8860621452, output_fired_time: 1.6695792675, propagate_forward_time: 51.0498962402, propagate_backward_time: 79.5223541260, weight_update_time: 0.1536252201, other_time: 3.5210418701
epoch time: 11.3481636047s, input_fired_time: 0.2528806925, output_fired_time: 0.0000000000, propagate_forward_time: 10.4396486282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6556339264
validation[          , genome  4786] predictions:    9582/  10000 (95.82%), best:    9619/10000 (96.19%), error:      1361.26379, best error:      1183.03052 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 136.7588195801s, input_fired_time: 1.8684047461, output_fired_time: 1.6621316671, propagate_forward_time: 50.7039718628, propagate_backward_time: 79.0122222900, weight_update_time: 0.1524682343, other_time: 3.5120925903
epoch time: 11.2800273895s, input_fired_time: 0.2358383387, output_fired_time: 0.0000000000, propagate_forward_time: 10.4109277725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6332616806
validation[          , genome  4786] predictions:    9630/  10000 (96.30%), best:    9619/10000 (96.19%), error:      1246.20886, best error:      1183.03052 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 136.7827148438s, input_fired_time: 1.8533967733, output_fired_time: 1.6717572212, propagate_forward_time: 50.7713050842, propagate_backward_time: 79.0191421509, weight_update_time: 0.1518841684, other_time: 3.4671249390
epoch time: 11.0483541489s, input_fired_time: 0.2394171506, output_fired_time: 0.0000000000, propagate_forward_time: 10.1905813217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6183557510
validation[          , genome  4786] predictions:    9584/  10000 (95.84%), best:    9619/10000 (96.19%), error:      1357.46448, best error:      1183.03052 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 137.1222686768s, input_fired_time: 1.8811483383, output_fired_time: 1.6608352661, propagate_forward_time: 50.8787422180, propagate_backward_time: 79.1593933105, weight_update_time: 0.1525585949, other_time: 3.5421600342
epoch time: 11.0673961639s, input_fired_time: 0.2362192720, output_fired_time: 0.0000000000, propagate_forward_time: 10.2239294052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072473526
validation[          , genome  4786] predictions:    9614/  10000 (96.14%), best:    9619/10000 (96.19%), error:      1251.06592, best error:      1183.03052 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 136.6238708496s, input_fired_time: 1.8743083477, output_fired_time: 1.6546164751, propagate_forward_time: 50.6934700012, propagate_backward_time: 78.9300384521, weight_update_time: 0.1522833258, other_time: 3.4714355469
epoch time: 11.1265172958s, input_fired_time: 0.2349246740, output_fired_time: 0.0000000000, propagate_forward_time: 10.2693881989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222047806
validation[          , genome  4786] predictions:    9604/  10000 (96.04%), best:    9619/10000 (96.19%), error:      1231.24353, best error:      1183.03052 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 137.6749114990s, input_fired_time: 1.8763908148, output_fired_time: 1.6852022409, propagate_forward_time: 51.1210556030, propagate_backward_time: 79.5305938721, weight_update_time: 0.1565964371, other_time: 3.4616775513
epoch time: 11.2328615189s, input_fired_time: 0.2501436472, output_fired_time: 0.0000000000, propagate_forward_time: 10.3378925323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6448249817
validation[          , genome  4786] predictions:    9617/  10000 (96.17%), best:    9619/10000 (96.19%), error:      1225.67578, best error:      1183.03052 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 136.8302764893s, input_fired_time: 1.8590731621, output_fired_time: 1.6777309179, propagate_forward_time: 50.8095703125, propagate_backward_time: 79.0823745728, weight_update_time: 0.1520211101, other_time: 3.4015274048
epoch time: 11.1388177872s, input_fired_time: 0.2434893698, output_fired_time: 0.0000000000, propagate_forward_time: 10.2831354141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6121931076
validation[          , genome  4786] predictions:    9598/  10000 (95.98%), best:    9619/10000 (96.19%), error:      1282.85620, best error:      1183.03052 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 137.1491851807s, input_fired_time: 1.8774594069, output_fired_time: 1.6601786613, propagate_forward_time: 50.8543052673, propagate_backward_time: 79.2431564331, weight_update_time: 0.1533332169, other_time: 3.5140914917
epoch time: 11.0358734131s, input_fired_time: 0.2373755127, output_fired_time: 0.0000000000, propagate_forward_time: 10.1591129303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6393852234
validation[          , genome  4786] predictions:    9610/  10000 (96.10%), best:    9619/10000 (96.19%), error:      1283.97815, best error:      1183.03052 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 136.5576934814s, input_fired_time: 1.8567665815, output_fired_time: 1.6700448990, propagate_forward_time: 50.6731109619, propagate_backward_time: 78.8867340088, weight_update_time: 0.1518881917, other_time: 3.4710388184
epoch time: 11.0115432739s, input_fired_time: 0.2394552529, output_fired_time: 0.0000000000, propagate_forward_time: 10.1571559906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6149320602
validation[          , genome  4786] predictions:    9609/  10000 (96.09%), best:    9619/10000 (96.19%), error:      1238.26660, best error:      1183.03052 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 138.1134643555s, input_fired_time: 1.8698947430, output_fired_time: 1.6867337227, propagate_forward_time: 51.2113380432, propagate_backward_time: 79.8120574951, weight_update_time: 0.1589689255, other_time: 3.5334472656
epoch time: 11.0211114883s, input_fired_time: 0.2396088839, output_fired_time: 0.0000000000, propagate_forward_time: 10.1505365372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6309661865
validation[          , genome  4786] predictions:    9607/  10000 (96.07%), best:    9619/10000 (96.19%), error:      1224.16699, best error:      1183.03052 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 135.9818420410s, input_fired_time: 1.8512300253, output_fired_time: 1.6521575451, propagate_forward_time: 50.4903869629, propagate_backward_time: 78.5429992676, weight_update_time: 0.1504334509, other_time: 3.4450683594
epoch time: 11.1332283020s, input_fired_time: 0.2463829368, output_fired_time: 0.0000000000, propagate_forward_time: 10.2333860397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6534595490
validation[          , genome  4786] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1182.29944, best error:      1182.29944 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 137.2117614746s, input_fired_time: 1.8899732828, output_fired_time: 1.6755132675, propagate_forward_time: 50.9039573669, propagate_backward_time: 79.2444381714, weight_update_time: 0.1580474377, other_time: 3.4978866577
epoch time: 11.0052442551s, input_fired_time: 0.2353803515, output_fired_time: 0.0000000000, propagate_forward_time: 10.1597404480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6101236343
validation[          , genome  4786] predictions:    9620/  10000 (96.20%), best:    9634/10000 (96.34%), error:      1223.55579, best error:      1182.29944 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 137.3090667725s, input_fired_time: 1.8883318901, output_fired_time: 1.6604642868, propagate_forward_time: 50.8578453064, propagate_backward_time: 79.3718872070, weight_update_time: 0.1526480466, other_time: 3.5305328369
epoch time: 11.4554100037s, input_fired_time: 0.2537209690, output_fired_time: 0.0000000000, propagate_forward_time: 10.5305519104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6711368561
validation[          , genome  4786] predictions:    9609/  10000 (96.09%), best:    9634/10000 (96.34%), error:      1281.99707, best error:      1182.29944 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 137.4065093994s, input_fired_time: 1.8678886890, output_fired_time: 1.6605687141, propagate_forward_time: 50.9897041321, propagate_backward_time: 79.3513336182, weight_update_time: 0.1516600847, other_time: 3.5370178223
epoch time: 10.9171419144s, input_fired_time: 0.2391057462, output_fired_time: 0.0000000000, propagate_forward_time: 10.0543203354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237154007
validation[          , genome  4786] predictions:    9621/  10000 (96.21%), best:    9634/10000 (96.34%), error:      1208.14319, best error:      1182.29944 on epoch:    97, 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: 55.1420440674s, input_fired_time: 1.1882644892, output_fired_time: 0.0000000000, propagate_forward_time: 50.8205146790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1332664490
best training[          , genome  4786] predictions:   49040/  50000 (98.08%), best:    9634/10000 (96.34%), error:      3408.44238, best error:      1182.29944 on epoch:    97, 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: 11.2290220261s, input_fired_time: 0.2421877682, output_fired_time: 0.0000000000, propagate_forward_time: 10.3500719070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367626190
   testing[          , genome  4786] predictions:    9662/  10000 (96.62%), best:    9634/10000 (96.34%), error:      1098.65015, best error:      1182.29944 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:00:26 (6456): called boinc_finish(0)

</stderr_txt>
]]>