Nameexact_genome_1512568488_43_7132_1
Workunit2606958
Created8 Dec 2017, 0:03:03 UTC
Sent8 Dec 2017, 0:09:56 UTC
Report deadline20 Dec 2017, 10:46:11 UTC
Received8 Dec 2017, 13:58:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time4 hours 46 min 37 sec
CPU time4 hours 46 min 33 sec
Validate stateValid
Credit3,110.46
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.59 MB
Peak swap size154.26 MB
Peak disk usage1.36 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, weight_update_time: 0.1394723207, other_time: 2.8944931030
epoch time: 13.0792560577s, input_fired_time: 0.1916403621, output_fired_time: 0.0000000000, propagate_forward_time: 12.3689260483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186901093
validation[          , genome  7132] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       867.18726, best error:       867.18726 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 161.8276367188s, input_fired_time: 1.7121347189, output_fired_time: 1.2099341154, propagate_forward_time: 63.3859519958, propagate_backward_time: 92.6514282227, weight_update_time: 0.1355672926, other_time: 2.8681945801
epoch time: 12.3324918747s, input_fired_time: 0.1742982715, output_fired_time: 0.0000000000, propagate_forward_time: 11.6921205521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660730362
validation[          , genome  7132] predictions:    9724/  10000 (97.24%), best:    9735/10000 (97.35%), error:       910.11359, best error:       867.18726 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 155.6828765869s, input_fired_time: 1.6500152349, output_fired_time: 1.1673153639, propagate_forward_time: 61.0937271118, propagate_backward_time: 89.0790557861, weight_update_time: 0.1273457259, other_time: 2.6927719116
epoch time: 13.5102691650s, input_fired_time: 0.1847928613, output_fired_time: 0.0000000000, propagate_forward_time: 12.8216190338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038576126
validation[          , genome  7132] predictions:    9731/  10000 (97.31%), best:    9735/10000 (97.35%), error:       941.16400, best error:       867.18726 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 158.7371368408s, input_fired_time: 1.7103250027, output_fired_time: 1.1910825968, propagate_forward_time: 62.2785987854, propagate_backward_time: 90.6952056885, weight_update_time: 0.1354402304, other_time: 2.8619232178
epoch time: 13.6074800491s, input_fired_time: 0.1857298464, output_fired_time: 0.0000000000, propagate_forward_time: 12.9250802994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966697693
validation[          , genome  7132] predictions:    9723/  10000 (97.23%), best:    9735/10000 (97.35%), error:       878.35632, best error:       867.18726 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 166.0901489258s, input_fired_time: 1.7258760929, output_fired_time: 1.2268437147, propagate_forward_time: 65.1223144531, propagate_backward_time: 95.1562271118, weight_update_time: 0.1360825896, other_time: 2.8588943481
epoch time: 15.1865863800s, input_fired_time: 0.2100084722, output_fired_time: 0.0000000000, propagate_forward_time: 14.4138841629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5626935959
validation[          , genome  7132] predictions:    9613/  10000 (96.13%), best:    9735/10000 (97.35%), error:      1205.57007, best error:       867.18726 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 173.1412811279s, input_fired_time: 1.7813286781, output_fired_time: 1.2701671124, propagate_forward_time: 68.1472930908, propagate_backward_time: 98.9731979370, weight_update_time: 0.1408160180, other_time: 2.9692916870
epoch time: 13.5938081741s, input_fired_time: 0.1932308674, output_fired_time: 0.0000000000, propagate_forward_time: 12.8578710556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427064896
validation[          , genome  7132] predictions:    9740/  10000 (97.40%), best:    9735/10000 (97.35%), error:       869.96045, best error:       867.18726 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 179.2028198242s, input_fired_time: 1.8281930685, output_fired_time: 1.3129457235, propagate_forward_time: 70.6189956665, propagate_backward_time: 102.4248123169, weight_update_time: 0.1443190128, other_time: 3.0178833008
epoch time: 14.2226085663s, input_fired_time: 0.1955066025, output_fired_time: 0.0000000000, propagate_forward_time: 13.4918842316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352172852
validation[          , genome  7132] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       924.24701, best error:       867.18726 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 164.2453613281s, input_fired_time: 1.7566142082, output_fired_time: 1.2120358944, propagate_forward_time: 64.6082000732, propagate_backward_time: 93.7733078003, weight_update_time: 0.1367938817, other_time: 2.8952102661
epoch time: 14.0658845901s, input_fired_time: 0.1941499412, output_fired_time: 0.0000000000, propagate_forward_time: 13.3426237106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291109085
validation[          , genome  7132] predictions:    9696/  10000 (96.96%), best:    9735/10000 (97.35%), error:      1073.67139, best error:       867.18726 on epoch:    14, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 174.7082061768s, input_fired_time: 1.8071696758, output_fired_time: 1.2800301313, propagate_forward_time: 68.6944732666, propagate_backward_time: 99.9750900269, weight_update_time: 0.1419591308, other_time: 2.9514389038
epoch time: 14.6084070206s, input_fired_time: 0.2013181895, output_fired_time: 0.0000000000, propagate_forward_time: 13.8711967468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358924866
validation[          , genome  7132] predictions:    9712/  10000 (97.12%), best:    9735/10000 (97.35%), error:       934.04633, best error:       867.18726 on epoch:    14, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 163.7203674316s, input_fired_time: 1.7845350504, output_fired_time: 1.2192560434, propagate_forward_time: 64.2304077148, propagate_backward_time: 93.5544738770, weight_update_time: 0.1391840875, other_time: 2.9317016602
epoch time: 14.5052280426s, input_fired_time: 0.2021261305, output_fired_time: 0.0000000000, propagate_forward_time: 13.7696685791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334329605
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       834.86700, best error:       834.86700 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 156.8590850830s, input_fired_time: 1.7544293404, output_fired_time: 1.1738158464, propagate_forward_time: 61.5504531860, propagate_backward_time: 89.4560165405, weight_update_time: 0.1389229596, other_time: 2.9243774414
epoch time: 13.4679698944s, input_fired_time: 0.1894706190, output_fired_time: 0.0000000000, propagate_forward_time: 12.7733488083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5051507950
validation[          , genome  7132] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       801.85687, best error:       801.85687 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 167.0702514648s, input_fired_time: 1.8093913794, output_fired_time: 1.2414505482, propagate_forward_time: 65.6351089478, propagate_backward_time: 95.3895645142, weight_update_time: 0.1423720866, other_time: 2.9947357178
epoch time: 11.6139507294s, input_fired_time: 0.1794608384, output_fired_time: 0.0000000000, propagate_forward_time: 10.9698295593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646606445
validation[          , genome  7132] predictions:    9714/  10000 (97.14%), best:    9759/10000 (97.59%), error:       952.49164, best error:       801.85687 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 161.0902099609s, input_fired_time: 1.7852934599, output_fired_time: 1.1973738670, propagate_forward_time: 63.2836380005, propagate_backward_time: 91.8278656006, weight_update_time: 0.1392537802, other_time: 2.9960403442
epoch time: 11.5768404007s, input_fired_time: 0.1821970642, output_fired_time: 0.0000000000, propagate_forward_time: 10.9251699448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694738388
validation[          , genome  7132] predictions:    9726/  10000 (97.26%), best:    9759/10000 (97.59%), error:       944.14429, best error:       801.85687 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 150.1091461182s, input_fired_time: 1.7203661203, output_fired_time: 1.1314046383, propagate_forward_time: 58.7296524048, propagate_backward_time: 85.6736907959, weight_update_time: 0.1325147152, other_time: 2.8540267944
epoch time: 11.3828067780s, input_fired_time: 0.1774207205, output_fired_time: 0.0000000000, propagate_forward_time: 10.7232933044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820928574
validation[          , genome  7132] predictions:    9739/  10000 (97.39%), best:    9759/10000 (97.59%), error:       853.28424, best error:       801.85687 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 151.7603912354s, input_fired_time: 1.7345607281, output_fired_time: 1.1419626474, propagate_forward_time: 59.5482978821, propagate_backward_time: 86.4437408447, weight_update_time: 0.1340610385, other_time: 2.8918304443
epoch time: 12.5998382568s, input_fired_time: 0.1823797822, output_fired_time: 0.0000000000, propagate_forward_time: 11.9329328537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845256805
validation[          , genome  7132] predictions:    9727/  10000 (97.27%), best:    9759/10000 (97.59%), error:       911.52155, best error:       801.85687 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 159.2163543701s, input_fired_time: 1.7614715099, output_fired_time: 1.1932830811, propagate_forward_time: 62.3303718567, propagate_backward_time: 91.0036239624, weight_update_time: 0.1381191909, other_time: 2.9276046753
epoch time: 11.8319272995s, input_fired_time: 0.1863214970, output_fired_time: 0.0000000000, propagate_forward_time: 11.1507177353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948883057
validation[          , genome  7132] predictions:    9734/  10000 (97.34%), best:    9759/10000 (97.59%), error:       882.54626, best error:       801.85687 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 164.8205718994s, input_fired_time: 1.7740209103, output_fired_time: 1.2151595354, propagate_forward_time: 64.5716857910, propagate_backward_time: 94.3526000977, weight_update_time: 0.1384452730, other_time: 2.9071044922
epoch time: 12.0410280228s, input_fired_time: 0.1867601573, output_fired_time: 0.0000000000, propagate_forward_time: 11.3746500015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796180725
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9759/10000 (97.59%), error:       826.93829, best error:       801.85687 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 171.0769958496s, input_fired_time: 1.8110849857, output_fired_time: 1.2602121830, propagate_forward_time: 67.2886581421, propagate_backward_time: 97.7052383423, weight_update_time: 0.1441919357, other_time: 3.0118103027
epoch time: 13.8350772858s, input_fired_time: 0.1932337135, output_fired_time: 0.0000000000, propagate_forward_time: 13.1234321594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184116364
validation[          , genome  7132] predictions:    9695/  10000 (96.95%), best:    9759/10000 (97.59%), error:      1023.66193, best error:       801.85687 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 176.4199676514s, input_fired_time: 1.8377704620, output_fired_time: 1.2868090868, propagate_forward_time: 69.1848831177, propagate_backward_time: 101.0386505127, weight_update_time: 0.1467140615, other_time: 3.0718612671
epoch time: 15.2226438522s, input_fired_time: 0.2074680924, output_fired_time: 0.0000000000, propagate_forward_time: 14.4660215378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491542816
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9759/10000 (97.59%), error:       872.21527, best error:       801.85687 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 156.3789825439s, input_fired_time: 1.7747778893, output_fired_time: 1.1741603613, propagate_forward_time: 61.4334754944, propagate_backward_time: 89.0893859863, weight_update_time: 0.1379514188, other_time: 2.9071807861
epoch time: 11.5983676910s, input_fired_time: 0.1823578626, output_fired_time: 0.0000000000, propagate_forward_time: 10.9435958862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724140167
validation[          , genome  7132] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       800.16595, best error:       800.16595 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 153.9602661133s, input_fired_time: 1.7481700182, output_fired_time: 1.1704293489, propagate_forward_time: 60.1759605408, propagate_backward_time: 87.9170455933, weight_update_time: 0.1376042664, other_time: 2.9486618042
epoch time: 11.5485773087s, input_fired_time: 0.1829943508, output_fired_time: 0.0000000000, propagate_forward_time: 10.8894500732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761333466
validation[          , genome  7132] predictions:    9696/  10000 (96.96%), best:    9753/10000 (97.53%), error:       992.53503, best error:       800.16595 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 144.4553680420s, input_fired_time: 1.6975072622, output_fired_time: 1.1046874523, propagate_forward_time: 56.7316360474, propagate_backward_time: 82.1365661621, weight_update_time: 0.1288971603, other_time: 2.7849655151
epoch time: 11.4741086960s, input_fired_time: 0.1825466156, output_fired_time: 0.0000000000, propagate_forward_time: 10.8152408600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4763212204
validation[          , genome  7132] predictions:    9770/  10000 (97.70%), best:    9753/10000 (97.53%), error:       811.01074, best error:       800.16595 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 143.7310333252s, input_fired_time: 1.6918132305, output_fired_time: 1.1132210493, propagate_forward_time: 56.2764549255, propagate_backward_time: 81.8499908447, weight_update_time: 0.1301755607, other_time: 2.7995452881
epoch time: 13.0381488800s, input_fired_time: 0.1956443340, output_fired_time: 0.0000000000, propagate_forward_time: 12.3316106796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108938217
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       775.08966, best error:       775.08966 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 149.6878967285s, input_fired_time: 1.7171113491, output_fired_time: 1.1389790773, propagate_forward_time: 58.5363502502, propagate_backward_time: 85.4292984009, weight_update_time: 0.1345107704, other_time: 2.8661575317
epoch time: 11.3524188995s, input_fired_time: 0.1778632998, output_fired_time: 0.0000000000, propagate_forward_time: 10.7127628326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617929459
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       817.12756, best error:       775.08966 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 151.9398956299s, input_fired_time: 1.7270442247, output_fired_time: 1.1465153694, propagate_forward_time: 59.5603866577, propagate_backward_time: 86.6674575806, weight_update_time: 0.1334788054, other_time: 2.8384857178
epoch time: 11.6124191284s, input_fired_time: 0.1797020137, output_fired_time: 0.0000000000, propagate_forward_time: 10.9708061218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619112015
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       754.15802, best error:       754.15802 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 165.0751190186s, input_fired_time: 1.7857801914, output_fired_time: 1.2243198156, propagate_forward_time: 64.9069366455, propagate_backward_time: 94.2416992188, weight_update_time: 0.1403842717, other_time: 2.9163818359
epoch time: 12.8237457275s, input_fired_time: 0.1929554343, output_fired_time: 0.0000000000, propagate_forward_time: 12.1359415054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948492050
validation[          , genome  7132] predictions:    9682/  10000 (96.82%), best:    9764/10000 (97.64%), error:      1028.55164, best error:       754.15802 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 163.0169830322s, input_fired_time: 1.7468910217, output_fired_time: 1.2034758329, propagate_forward_time: 63.8871192932, propagate_backward_time: 93.2959747314, weight_update_time: 0.1358356625, other_time: 2.8835296631
epoch time: 13.8788900375s, input_fired_time: 0.2038536221, output_fired_time: 0.0000000000, propagate_forward_time: 13.1453828812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296535492
validation[          , genome  7132] predictions:    9709/  10000 (97.09%), best:    9764/10000 (97.64%), error:       929.12714, best error:       754.15802 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 143.7816162109s, input_fired_time: 1.6733872890, output_fired_time: 1.1010502577, propagate_forward_time: 55.9950599670, propagate_backward_time: 82.2377166748, weight_update_time: 0.1289632916, other_time: 2.7744140625
epoch time: 11.7717285156s, input_fired_time: 0.1838273555, output_fired_time: 0.0000000000, propagate_forward_time: 11.1233148575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4645862579
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9764/10000 (97.64%), error:       857.99554, best error:       754.15802 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 154.8981475830s, input_fired_time: 1.7449551821, output_fired_time: 1.1535987854, propagate_forward_time: 60.7414817810, propagate_backward_time: 88.3470611572, weight_update_time: 0.1368614733, other_time: 2.9110565186
epoch time: 13.8303737640s, input_fired_time: 0.2039030194, output_fired_time: 0.0000000000, propagate_forward_time: 13.0921354294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343351364
validation[          , genome  7132] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       789.71143, best error:       754.15802 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 147.9249420166s, input_fired_time: 1.6983360052, output_fired_time: 1.1266982555, propagate_forward_time: 57.6941871643, propagate_backward_time: 84.5148010254, weight_update_time: 0.1344682872, other_time: 2.8909301758
epoch time: 11.5123891830s, input_fired_time: 0.1821662933, output_fired_time: 0.0000000000, propagate_forward_time: 10.8611488342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4690742493
validation[          , genome  7132] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       763.08807, best error:       754.15802 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 144.9131927490s, input_fired_time: 1.6955007315, output_fired_time: 1.1012170315, propagate_forward_time: 56.9039268494, propagate_backward_time: 82.4579772949, weight_update_time: 0.1286077946, other_time: 2.7545776367
epoch time: 12.5860118866s, input_fired_time: 0.1931196600, output_fired_time: 0.0000000000, propagate_forward_time: 11.8861684799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067234039
validation[          , genome  7132] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       849.31189, best error:       754.15802 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 149.1276550293s, input_fired_time: 1.7167559862, output_fired_time: 1.1327264309, propagate_forward_time: 58.1389465332, propagate_backward_time: 85.3384399414, weight_update_time: 0.1323040128, other_time: 2.8007965088
epoch time: 11.1010122299s, input_fired_time: 0.1765617579, output_fired_time: 0.0000000000, propagate_forward_time: 10.4650115967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4594392776
validation[          , genome  7132] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       819.94226, best error:       754.15802 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 151.3732604980s, input_fired_time: 1.6952981949, output_fired_time: 1.1480519772, propagate_forward_time: 58.9138717651, propagate_backward_time: 86.8018951416, weight_update_time: 0.1310766935, other_time: 2.8141403198
epoch time: 11.7896461487s, input_fired_time: 0.1836381555, output_fired_time: 0.0000000000, propagate_forward_time: 11.1337432861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722642899
validation[          , genome  7132] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       744.92389, best error:       744.92389 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 160.1177825928s, input_fired_time: 1.7766294479, output_fired_time: 1.1970455647, propagate_forward_time: 62.8166961670, propagate_backward_time: 91.4250259399, weight_update_time: 0.1391470134, other_time: 2.9023818970
epoch time: 11.5111846924s, input_fired_time: 0.1835502237, output_fired_time: 0.0000000000, propagate_forward_time: 10.8527050018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4749298096
validation[          , genome  7132] predictions:    9757/  10000 (97.57%), best:    9774/10000 (97.74%), error:       815.65668, best error:       744.92389 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 150.4694366455s, input_fired_time: 1.7236588001, output_fired_time: 1.1314516068, propagate_forward_time: 58.8757476807, propagate_backward_time: 85.9205474854, weight_update_time: 0.1329799443, other_time: 2.8180236816
epoch time: 11.4019002914s, input_fired_time: 0.1720198393, output_fired_time: 0.0000000000, propagate_forward_time: 10.7491712570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4807090759
validation[          , genome  7132] predictions:    9775/  10000 (97.75%), best:    9774/10000 (97.74%), error:       781.45697, best error:       744.92389 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 158.3027191162s, input_fired_time: 1.7392051220, output_fired_time: 1.1949906349, propagate_forward_time: 61.7711257935, propagate_backward_time: 90.7426300049, weight_update_time: 0.1341219395, other_time: 2.8547592163
epoch time: 15.5517044067s, input_fired_time: 0.2125724554, output_fired_time: 0.0000000000, propagate_forward_time: 14.7772998810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5618324280
validation[          , genome  7132] predictions:    9759/  10000 (97.59%), best:    9774/10000 (97.74%), error:       820.71710, best error:       744.92389 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 153.4391174316s, input_fired_time: 1.7295769453, output_fired_time: 1.1458752155, propagate_forward_time: 60.1456527710, propagate_backward_time: 87.6174545288, weight_update_time: 0.1322698444, other_time: 2.8005523682
epoch time: 12.4513931274s, input_fired_time: 0.1912305951, output_fired_time: 0.0000000000, propagate_forward_time: 11.7667217255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934406281
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9774/10000 (97.74%), error:       752.29358, best error:       744.92389 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 152.9887237549s, input_fired_time: 1.7493708134, output_fired_time: 1.1430560350, propagate_forward_time: 60.3195724487, propagate_backward_time: 86.8882446289, weight_update_time: 0.1341976076, other_time: 2.8884811401
epoch time: 15.1186428070s, input_fired_time: 0.2207892835, output_fired_time: 0.0000000000, propagate_forward_time: 14.3309631348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5668907166
validation[          , genome  7132] predictions:    9727/  10000 (97.27%), best:    9774/10000 (97.74%), error:       862.32159, best error:       744.92389 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 144.2649993896s, input_fired_time: 1.6820925474, output_fired_time: 1.1085642576, propagate_forward_time: 56.2194747925, propagate_backward_time: 82.4363632202, weight_update_time: 0.1301136464, other_time: 2.8184967041
epoch time: 11.6425065994s, input_fired_time: 0.1844184399, output_fired_time: 0.0000000000, propagate_forward_time: 10.9853582382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727296829
validation[          , genome  7132] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       822.00928, best error:       744.92389 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 147.0220642090s, input_fired_time: 1.7049256563, output_fired_time: 1.1219961643, propagate_forward_time: 57.5467872620, propagate_backward_time: 83.8267745972, weight_update_time: 0.1330789179, other_time: 2.8215866089
epoch time: 14.4694995880s, input_fired_time: 0.2093883902, output_fired_time: 0.0000000000, propagate_forward_time: 13.7133035660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468072891
validation[          , genome  7132] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       736.28333, best error:       736.28333 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 164.1214294434s, input_fired_time: 1.7980061769, output_fired_time: 1.2109086514, propagate_forward_time: 64.5606307983, propagate_backward_time: 93.6134872437, weight_update_time: 0.1394764781, other_time: 2.9384002686
epoch time: 14.4431133270s, input_fired_time: 0.2119962871, output_fired_time: 0.0000000000, propagate_forward_time: 13.6892776489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418395996
validation[          , genome  7132] predictions:    9744/  10000 (97.44%), best:    9790/10000 (97.90%), error:       851.44885, best error:       736.28333 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 159.7156982422s, input_fired_time: 1.7809246778, output_fired_time: 1.1985164881, propagate_forward_time: 62.4746093750, propagate_backward_time: 91.3255081177, weight_update_time: 0.1397224665, other_time: 2.9361343384
epoch time: 11.6566619873s, input_fired_time: 0.1860548854, output_fired_time: 0.0000000000, propagate_forward_time: 10.9962158203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743909836
validation[          , genome  7132] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       743.17572, best error:       736.28333 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 158.4874114990s, input_fired_time: 1.7731598616, output_fired_time: 1.1827772856, propagate_forward_time: 62.0510139465, propagate_backward_time: 90.5389785767, weight_update_time: 0.1394642740, other_time: 2.9414901733
epoch time: 11.6885070801s, input_fired_time: 0.1864657700, output_fired_time: 0.0000000000, propagate_forward_time: 11.0247116089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773292542
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9790/10000 (97.90%), error:       816.39435, best error:       736.28333 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 150.0805358887s, input_fired_time: 1.7025871277, output_fired_time: 1.1430004835, propagate_forward_time: 58.5770187378, propagate_backward_time: 85.8229598999, weight_update_time: 0.1305951327, other_time: 2.8349609375
epoch time: 16.4308967590s, input_fired_time: 0.2300706953, output_fired_time: 0.0000000000, propagate_forward_time: 15.6103649139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904617310
validation[          , genome  7132] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       840.51135, best error:       736.28333 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 157.7043609619s, input_fired_time: 1.7600237131, output_fired_time: 1.1806193590, propagate_forward_time: 61.7167358398, propagate_backward_time: 90.1568069458, weight_update_time: 0.1364357919, other_time: 2.8901748657
epoch time: 11.7727069855s, input_fired_time: 0.1873022616, output_fired_time: 0.0000000000, propagate_forward_time: 11.0911769867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942274094
validation[          , genome  7132] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       720.77625, best error:       720.77625 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 140.2898864746s, input_fired_time: 1.6644475460, output_fired_time: 1.0794774294, propagate_forward_time: 54.6460037231, propagate_backward_time: 80.1689453125, weight_update_time: 0.1261927336, other_time: 2.7310104370
epoch time: 11.6363754272s, input_fired_time: 0.1843134016, output_fired_time: 0.0000000000, propagate_forward_time: 10.9745388031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775228500
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9787/10000 (97.87%), error:       863.02856, best error:       720.77625 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 152.5181274414s, input_fired_time: 1.7546877861, output_fired_time: 1.1600002050, propagate_forward_time: 59.7514915466, propagate_backward_time: 86.9650878906, weight_update_time: 0.1340863407, other_time: 2.8868560791
epoch time: 11.4975919724s, input_fired_time: 0.1854559481, output_fired_time: 0.0000000000, propagate_forward_time: 10.8425159454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696197510
validation[          , genome  7132] predictions:    9760/  10000 (97.60%), best:    9787/10000 (97.87%), error:       778.33569, best error:       720.77625 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 157.2824859619s, input_fired_time: 1.7790578604, output_fired_time: 1.1785610914, propagate_forward_time: 61.7628746033, propagate_backward_time: 89.6674270630, weight_update_time: 0.1379397064, other_time: 2.8945693970
epoch time: 12.0795354843s, input_fired_time: 0.1900108606, output_fired_time: 0.0000000000, propagate_forward_time: 11.3891639709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003604889
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9787/10000 (97.87%), error:       860.16510, best error:       720.77625 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 162.6711883545s, input_fired_time: 1.8016511202, output_fired_time: 1.2193293571, propagate_forward_time: 63.7151260376, propagate_backward_time: 92.9775009155, weight_update_time: 0.1409977973, other_time: 2.9575805664
epoch time: 11.6693477631s, input_fired_time: 0.1854708642, output_fired_time: 0.0000000000, propagate_forward_time: 11.0047273636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4791498184
validation[          , genome  7132] predictions:    9715/  10000 (97.15%), best:    9787/10000 (97.87%), error:       914.24896, best error:       720.77625 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 153.4525451660s, input_fired_time: 1.7448748350, output_fired_time: 1.1530510187, propagate_forward_time: 59.9292068481, propagate_backward_time: 87.7518997192, weight_update_time: 0.1365126520, other_time: 2.8735198975
epoch time: 16.7269668579s, input_fired_time: 0.2422917932, output_fired_time: 0.0000000000, propagate_forward_time: 15.8853254318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993490219
validation[          , genome  7132] predictions:    9720/  10000 (97.20%), best:    9787/10000 (97.87%), error:       897.30353, best error:       720.77625 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 162.7506408691s, input_fired_time: 1.7873028517, output_fired_time: 1.2135099173, propagate_forward_time: 63.8357467651, propagate_backward_time: 92.9871368408, weight_update_time: 0.1389522552, other_time: 2.9269332886
epoch time: 11.7149133682s, input_fired_time: 0.1842689812, output_fired_time: 0.0000000000, propagate_forward_time: 11.0515508652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4790935516
validation[          , genome  7132] predictions:    9745/  10000 (97.45%), best:    9787/10000 (97.87%), error:       847.58203, best error:       720.77625 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 154.0052185059s, input_fired_time: 1.7417787313, output_fired_time: 1.1628420353, propagate_forward_time: 59.9727935791, propagate_backward_time: 88.2513961792, weight_update_time: 0.1347098202, other_time: 2.8764114380
epoch time: 15.1743841171s, input_fired_time: 0.2151003331, output_fired_time: 0.0000000000, propagate_forward_time: 14.4042654037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550184250
validation[          , genome  7132] predictions:    9755/  10000 (97.55%), best:    9787/10000 (97.87%), error:       784.61810, best error:       720.77625 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 160.5139617920s, input_fired_time: 1.7564210892, output_fired_time: 1.1924657822, propagate_forward_time: 63.2892494202, propagate_backward_time: 91.4305953979, weight_update_time: 0.1340302825, other_time: 2.8452377319
epoch time: 11.7362346649s, input_fired_time: 0.1862754226, output_fired_time: 0.0000000000, propagate_forward_time: 11.0771865845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4727725983
validation[          , genome  7132] predictions:    9758/  10000 (97.58%), best:    9787/10000 (97.87%), error:       852.06628, best error:       720.77625 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 145.3686218262s, input_fired_time: 1.7165943384, output_fired_time: 1.1094813347, propagate_forward_time: 56.9568443298, propagate_backward_time: 82.7365570068, weight_update_time: 0.1313326955, other_time: 2.8491363525
epoch time: 11.3689661026s, input_fired_time: 0.1855608970, output_fired_time: 0.0000000000, propagate_forward_time: 10.6860523224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973526001
validation[          , genome  7132] predictions:    9733/  10000 (97.33%), best:    9787/10000 (97.87%), error:       970.68195, best error:       720.77625 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 152.4363098145s, input_fired_time: 1.7543319464, output_fired_time: 1.1424884796, propagate_forward_time: 59.7119903564, propagate_backward_time: 86.9204711914, weight_update_time: 0.1348877549, other_time: 2.9070281982
epoch time: 11.4103403091s, input_fired_time: 0.1842264831, output_fired_time: 0.0000000000, propagate_forward_time: 10.7604761124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656381607
validation[          , genome  7132] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       696.42413, best error:       696.42413 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 155.9008636475s, input_fired_time: 1.7761797905, output_fired_time: 1.1861170530, propagate_forward_time: 61.1075820923, propagate_backward_time: 88.8960037231, weight_update_time: 0.1380554587, other_time: 2.9349822998
epoch time: 11.5521268845s, input_fired_time: 0.1867409199, output_fired_time: 0.0000000000, propagate_forward_time: 10.8908720016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4745140076
validation[          , genome  7132] predictions:    9784/  10000 (97.84%), best:    9792/10000 (97.92%), error:       793.10175, best error:       696.42413 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 149.8378601074s, input_fired_time: 1.7364876270, output_fired_time: 1.1387161016, propagate_forward_time: 58.4963073730, propagate_backward_time: 85.6417694092, weight_update_time: 0.1335906237, other_time: 2.8245849609
epoch time: 11.5202808380s, input_fired_time: 0.1858771592, output_fired_time: 0.0000000000, propagate_forward_time: 10.8649539948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4694499969
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       773.49640, best error:       696.42413 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 152.8963317871s, input_fired_time: 1.7449123859, output_fired_time: 1.1399552822, propagate_forward_time: 60.1382331848, propagate_backward_time: 87.0679321289, weight_update_time: 0.1316653639, other_time: 2.8052978516
epoch time: 11.6956777573s, input_fired_time: 0.1876433194, output_fired_time: 0.0000000000, propagate_forward_time: 11.0225820541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854526520
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       783.12891, best error:       696.42413 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 159.2167663574s, input_fired_time: 1.7566661835, output_fired_time: 1.1987388134, propagate_forward_time: 62.2366485596, propagate_backward_time: 91.1511383057, weight_update_time: 0.1355555505, other_time: 2.8735656738
epoch time: 16.7356872559s, input_fired_time: 0.2259504199, output_fired_time: 0.0000000000, propagate_forward_time: 15.9143142700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954227448
validation[          , genome  7132] predictions:    9732/  10000 (97.32%), best:    9792/10000 (97.92%), error:       851.14990, best error:       696.42413 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 145.9307250977s, input_fired_time: 1.7083178759, output_fired_time: 1.1170237064, propagate_forward_time: 57.2211647034, propagate_backward_time: 83.1183319092, weight_update_time: 0.1304487586, other_time: 2.7658996582
epoch time: 11.8109598160s, input_fired_time: 0.1870078892, output_fired_time: 0.0000000000, propagate_forward_time: 11.1466102600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4773416519
validation[          , genome  7132] predictions:    9740/  10000 (97.40%), best:    9792/10000 (97.92%), error:       834.71741, best error:       696.42413 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 141.3854522705s, input_fired_time: 1.6782116890, output_fired_time: 1.0734895468, propagate_forward_time: 55.3223342896, propagate_backward_time: 80.5767974854, weight_update_time: 0.1272814721, other_time: 2.7346267700
epoch time: 12.9805049896s, input_fired_time: 0.1996735334, output_fired_time: 0.0000000000, propagate_forward_time: 12.2778520584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029792786
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9792/10000 (97.92%), error:       766.89587, best error:       696.42413 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.3819580078s, input_fired_time: 1.7144007683, output_fired_time: 1.1332855225, propagate_forward_time: 58.3107757568, propagate_backward_time: 85.4126586914, weight_update_time: 0.1322785318, other_time: 2.8108367920
epoch time: 11.7057237625s, input_fired_time: 0.1850300133, output_fired_time: 0.0000000000, propagate_forward_time: 11.0375814438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831123352
validation[          , genome  7132] predictions:    9772/  10000 (97.72%), best:    9792/10000 (97.92%), error:       802.15308, best error:       696.42413 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 145.4981384277s, input_fired_time: 1.7103435993, output_fired_time: 1.1022400856, propagate_forward_time: 57.2138366699, propagate_backward_time: 82.7062683105, weight_update_time: 0.1276837587, other_time: 2.7654571533
epoch time: 11.2799758911s, input_fired_time: 0.1828669012, output_fired_time: 0.0000000000, propagate_forward_time: 10.6321039200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4650049210
validation[          , genome  7132] predictions:    9755/  10000 (97.55%), best:    9792/10000 (97.92%), error:       798.39142, best error:       696.42413 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 149.0884246826s, input_fired_time: 1.7203382254, output_fired_time: 1.1276113987, propagate_forward_time: 58.4520225525, propagate_backward_time: 84.9564743042, weight_update_time: 0.1319767088, other_time: 2.8319778442
epoch time: 11.4887838364s, input_fired_time: 0.1872800142, output_fired_time: 0.0000000000, propagate_forward_time: 10.8036937714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4978103638
validation[          , genome  7132] predictions:    9789/  10000 (97.89%), best:    9792/10000 (97.92%), error:       724.01990, best error:       696.42413 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 143.4454498291s, input_fired_time: 1.6953874826, output_fired_time: 1.0962802172, propagate_forward_time: 56.2605094910, propagate_backward_time: 81.6130981445, weight_update_time: 0.1279939711, other_time: 2.7801666260
epoch time: 11.6072740555s, input_fired_time: 0.1834515482, output_fired_time: 0.0000000000, propagate_forward_time: 10.9580984116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657239914
validation[          , genome  7132] predictions:    9768/  10000 (97.68%), best:    9792/10000 (97.92%), error:       754.47528, best error:       696.42413 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 149.2589111328s, input_fired_time: 1.7224211693, output_fired_time: 1.1318678856, propagate_forward_time: 58.2931632996, propagate_backward_time: 85.2814102173, weight_update_time: 0.1333159804, other_time: 2.8300399780
epoch time: 11.6294031143s, input_fired_time: 0.1851392686, output_fired_time: 0.0000000000, propagate_forward_time: 10.9745645523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696989059
validation[          , genome  7132] predictions:    9795/  10000 (97.95%), best:    9792/10000 (97.92%), error:       702.96405, best error:       696.42413 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 158.7113342285s, input_fired_time: 1.7844499350, output_fired_time: 1.1887809038, propagate_forward_time: 62.1128387451, propagate_backward_time: 90.7314147949, weight_update_time: 0.1377777904, other_time: 2.8938446045
epoch time: 16.4358043671s, input_fired_time: 0.2299318761, output_fired_time: 0.0000000000, propagate_forward_time: 15.6199293137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859422684
validation[          , genome  7132] predictions:    9777/  10000 (97.77%), best:    9792/10000 (97.92%), error:       742.67188, best error:       696.42413 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 165.3695220947s, input_fired_time: 1.8228634596, output_fired_time: 1.2264273167, propagate_forward_time: 64.8942108154, propagate_backward_time: 94.4735031128, weight_update_time: 0.1409373730, other_time: 2.9525222778
epoch time: 11.5932607651s, input_fired_time: 0.1857280284, output_fired_time: 0.0000000000, propagate_forward_time: 10.9411830902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4663496017
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9792/10000 (97.92%), error:       719.23450, best error:       696.42413 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 150.1058197021s, input_fired_time: 1.7269723415, output_fired_time: 1.1292338371, propagate_forward_time: 58.7432899475, propagate_backward_time: 85.7236022949, weight_update_time: 0.1315479279, other_time: 2.7827301025
epoch time: 11.6829652786s, input_fired_time: 0.1863561869, output_fired_time: 0.0000000000, propagate_forward_time: 11.0262050629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704036713
validation[          , genome  7132] predictions:    9764/  10000 (97.64%), best:    9792/10000 (97.92%), error:       799.96887, best error:       696.42413 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 169.7809143066s, input_fired_time: 1.8457962275, output_fired_time: 1.2642084360, propagate_forward_time: 66.3560562134, propagate_backward_time: 97.3162918091, weight_update_time: 0.1449416727, other_time: 2.9985656738
epoch time: 11.3106527328s, input_fired_time: 0.1843916029, output_fired_time: 0.0000000000, propagate_forward_time: 10.6688604355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4574003220
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9792/10000 (97.92%), error:       774.02429, best error:       696.42413 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 150.2621917725s, input_fired_time: 1.7454768419, output_fired_time: 1.1296985149, propagate_forward_time: 58.8803520203, propagate_backward_time: 85.6281356812, weight_update_time: 0.1332460493, other_time: 2.8785171509
epoch time: 12.5642442703s, input_fired_time: 0.1977164894, output_fired_time: 0.0000000000, propagate_forward_time: 11.8544702530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120573044
validation[          , genome  7132] predictions:    9782/  10000 (97.82%), best:    9792/10000 (97.92%), error:       737.89154, best error:       696.42413 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 140.8354797363s, input_fired_time: 1.6871117353, output_fired_time: 1.0894893408, propagate_forward_time: 55.0594253540, propagate_backward_time: 80.2503738403, weight_update_time: 0.1269104481, other_time: 2.7490692139
epoch time: 11.8081417084s, input_fired_time: 0.1888807118, output_fired_time: 0.0000000000, propagate_forward_time: 11.1396846771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795761108
validation[          , genome  7132] predictions:    9744/  10000 (97.44%), best:    9792/10000 (97.92%), error:       801.40674, best error:       696.42413 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 145.0155792236s, input_fired_time: 1.7044532299, output_fired_time: 1.1058636904, propagate_forward_time: 56.4198188782, propagate_backward_time: 82.9485702515, weight_update_time: 0.1298148781, other_time: 2.8368759155
epoch time: 11.8481445312s, input_fired_time: 0.1875493973, output_fired_time: 0.0000000000, propagate_forward_time: 11.1874732971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731216431
validation[          , genome  7132] predictions:    9749/  10000 (97.49%), best:    9792/10000 (97.92%), error:       832.27521, best error:       696.42413 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 146.6287384033s, input_fired_time: 1.7094401121, output_fired_time: 1.1164747477, propagate_forward_time: 57.1957855225, propagate_backward_time: 83.8130798340, weight_update_time: 0.1319279224, other_time: 2.7939605713
epoch time: 11.5532579422s, input_fired_time: 0.1857695431, output_fired_time: 0.0000000000, propagate_forward_time: 10.8983087540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691801071
validation[          , genome  7132] predictions:    9800/  10000 (98.00%), best:    9792/10000 (97.92%), error:       728.56952, best error:       696.42413 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.7723388672s, input_fired_time: 1.7320973873, output_fired_time: 1.1295000315, propagate_forward_time: 58.1731185913, propagate_backward_time: 84.9187316895, weight_update_time: 0.1321867108, other_time: 2.8188858032
epoch time: 12.0351982117s, input_fired_time: 0.1941823363, output_fired_time: 0.0000000000, propagate_forward_time: 11.3465242386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944915771
validation[          , genome  7132] predictions:    9771/  10000 (97.71%), best:    9792/10000 (97.92%), error:       768.15240, best error:       696.42413 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 146.8945007324s, input_fired_time: 1.7191466093, output_fired_time: 1.1134817600, propagate_forward_time: 57.4085922241, propagate_backward_time: 83.8466949463, weight_update_time: 0.1314674467, other_time: 2.8065872192
epoch time: 11.5287599564s, input_fired_time: 0.1854675263, output_fired_time: 0.0000000000, propagate_forward_time: 10.8796548843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636373520
validation[          , genome  7132] predictions:    9748/  10000 (97.48%), best:    9792/10000 (97.92%), error:       832.38629, best error:       696.42413 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 147.2975616455s, input_fired_time: 1.7175446749, output_fired_time: 1.1308161020, propagate_forward_time: 57.2108268738, propagate_backward_time: 84.4378051758, weight_update_time: 0.1331110597, other_time: 2.8005676270
epoch time: 11.6832160950s, input_fired_time: 0.1886902004, output_fired_time: 0.0000000000, propagate_forward_time: 11.0165119171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4780139923
validation[          , genome  7132] predictions:    9739/  10000 (97.39%), best:    9792/10000 (97.92%), error:       853.68848, best error:       696.42413 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 160.6675720215s, input_fired_time: 1.7995876074, output_fired_time: 1.2053165436, propagate_forward_time: 62.8630180359, propagate_backward_time: 91.8557357788, weight_update_time: 0.1404170096, other_time: 2.9439010620
epoch time: 12.3536796570s, input_fired_time: 0.1915511191, output_fired_time: 0.0000000000, propagate_forward_time: 11.6751871109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4869413376
validation[          , genome  7132] predictions:    9783/  10000 (97.83%), best:    9792/10000 (97.92%), error:       755.74634, best error:       696.42413 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 151.2556152344s, input_fired_time: 1.7504640818, output_fired_time: 1.1368010044, propagate_forward_time: 59.3298873901, propagate_backward_time: 86.1764831543, weight_update_time: 0.1339828968, other_time: 2.8619918823
epoch time: 12.0579671860s, input_fired_time: 0.1935129017, output_fired_time: 0.0000000000, propagate_forward_time: 11.3648691177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995851517
validation[          , genome  7132] predictions:    9741/  10000 (97.41%), best:    9792/10000 (97.92%), error:       846.98560, best error:       696.42413 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 146.5547180176s, input_fired_time: 1.7248691320, output_fired_time: 1.1258144379, propagate_forward_time: 57.0078277588, propagate_backward_time: 83.8178787231, weight_update_time: 0.1320811957, other_time: 2.8783340454
epoch time: 11.4320611954s, input_fired_time: 0.1867940575, output_fired_time: 0.0000000000, propagate_forward_time: 10.7761020660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691648483
validation[          , genome  7132] predictions:    9782/  10000 (97.82%), best:    9792/10000 (97.92%), error:       748.65686, best error:       696.42413 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 155.9105987549s, input_fired_time: 1.7820125818, output_fired_time: 1.1679216623, propagate_forward_time: 61.0353927612, propagate_backward_time: 88.9621810913, weight_update_time: 0.1384054273, other_time: 2.9630889893
epoch time: 11.5571050644s, input_fired_time: 0.1934507787, output_fired_time: 0.0000000000, propagate_forward_time: 10.8840084076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796457291
validation[          , genome  7132] predictions:    9766/  10000 (97.66%), best:    9792/10000 (97.92%), error:       783.42145, best error:       696.42413 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 143.9658050537s, input_fired_time: 1.7115820646, output_fired_time: 1.1004700661, propagate_forward_time: 56.0219192505, propagate_backward_time: 82.3834915161, weight_update_time: 0.1293183565, other_time: 2.7483520508
epoch time: 11.4323358536s, input_fired_time: 0.1873241365, output_fired_time: 0.0000000000, propagate_forward_time: 10.7792730331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4657382965
validation[          , genome  7132] predictions:    9767/  10000 (97.67%), best:    9792/10000 (97.92%), error:       809.36676, best error:       696.42413 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 159.6955413818s, input_fired_time: 1.8021134138, output_fired_time: 1.2037324905, propagate_forward_time: 62.3595695496, propagate_backward_time: 91.4172286987, weight_update_time: 0.1384981573, other_time: 2.9128952026
epoch time: 11.9589805603s, input_fired_time: 0.1908795536, output_fired_time: 0.0000000000, propagate_forward_time: 11.2880029678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800977707
validation[          , genome  7132] predictions:    9695/  10000 (96.95%), best:    9792/10000 (97.92%), error:       943.53412, best error:       696.42413 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 150.2508087158s, input_fired_time: 1.7452186346, output_fired_time: 1.1324684620, propagate_forward_time: 58.7400245667, propagate_backward_time: 85.8115158081, weight_update_time: 0.1338988990, other_time: 2.8215866089
epoch time: 16.3342552185s, input_fired_time: 0.2269789129, output_fired_time: 0.0000000000, propagate_forward_time: 15.5236673355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836095810
validation[          , genome  7132] predictions:    9762/  10000 (97.62%), best:    9792/10000 (97.92%), error:       821.64630, best error:       696.42413 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 163.0615386963s, input_fired_time: 1.8036894798, output_fired_time: 1.2148152590, propagate_forward_time: 64.1219787598, propagate_backward_time: 92.9947357178, weight_update_time: 0.1382446587, other_time: 2.9263153076
epoch time: 11.7586574554s, input_fired_time: 0.1909786165, output_fired_time: 0.0000000000, propagate_forward_time: 11.0943660736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4733123779
validation[          , genome  7132] predictions:    9754/  10000 (97.54%), best:    9792/10000 (97.92%), error:       800.80389, best error:       696.42413 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 165.9503021240s, input_fired_time: 1.8356308937, output_fired_time: 1.2363849878, propagate_forward_time: 64.9088745117, propagate_backward_time: 95.0055999756, weight_update_time: 0.1437505335, other_time: 2.9638061523
epoch time: 13.1985940933s, input_fired_time: 0.2048009932, output_fired_time: 0.0000000000, propagate_forward_time: 12.4837760925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100173950
validation[          , genome  7132] predictions:    9759/  10000 (97.59%), best:    9792/10000 (97.92%), error:       793.71985, best error:       696.42413 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 147.9174194336s, input_fired_time: 1.7329785824, output_fired_time: 1.1266332865, propagate_forward_time: 57.6293869019, propagate_backward_time: 84.6369781494, weight_update_time: 0.1320203692, other_time: 2.7914505005
epoch time: 11.4566898346s, input_fired_time: 0.1864058673, output_fired_time: 0.0000000000, propagate_forward_time: 10.7971334457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731502533
validation[          , genome  7132] predictions:    9761/  10000 (97.61%), best:    9792/10000 (97.92%), error:       784.67719, best error:       696.42413 on epoch:    68, 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: 60.1853065491s, input_fired_time: 0.9557280540, output_fired_time: 0.0000000000, propagate_forward_time: 56.7374229431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4921569824
best training[          , genome  7132] predictions:   49744/  50000 (99.49%), best:    9792/10000 (97.92%), error:      1098.59302, best error:       696.42413 on epoch:    68, 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: 11.7245206833s, input_fired_time: 0.1835342348, output_fired_time: 0.0000000000, propagate_forward_time: 11.0616416931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4793443680
   testing[          , genome  7132] predictions:    9803/  10000 (98.03%), best:    9792/10000 (97.92%), error:       671.43726, best error:       696.42413 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:01:12 (45392): called boinc_finish(0)

</stderr_txt>
]]>