Nameexact_genome_1512568488_42_6618_0
Workunit2604335
Created7 Dec 2017, 20:54:48 UTC
Sent7 Dec 2017, 21:00:52 UTC
Report deadline18 Dec 2017, 7:14:08 UTC
Received8 Dec 2017, 1:15:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time3 hours 1 min 37 sec
CPU time3 hours 0 min 57 sec
Validate stateValid
Credit2,606.47
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

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

epoch time: 98.1001434326s, input_fired_time: 1.1936560869, output_fired_time: 0.7682718039, propagate_forward_time: 40.4514999390, propagate_backward_time: 53.5908889771, weight_update_time: 0.1067109481, other_time: 2.0958251953
epoch time: 8.5805263519s, input_fired_time: 0.1309754103, output_fired_time: 0.0000000000, propagate_forward_time: 8.0799961090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695545197
validation[          , genome  6618] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       759.67841, best error:       759.67841 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 97.6247406006s, input_fired_time: 1.1968177557, output_fired_time: 0.7668266892, propagate_forward_time: 40.1920814514, propagate_backward_time: 53.3623046875, weight_update_time: 0.1066065952, other_time: 2.1067085266
epoch time: 8.5408535004s, input_fired_time: 0.1385178715, output_fired_time: 0.0000000000, propagate_forward_time: 8.0203447342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819904327
validation[          , genome  6618] predictions:    9736/  10000 (97.36%), best:    9774/10000 (97.74%), error:       888.62885, best error:       759.67841 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 98.1425323486s, input_fired_time: 1.2503643036, output_fired_time: 0.7783679962, propagate_forward_time: 40.3328933716, propagate_backward_time: 53.6077346802, weight_update_time: 0.1108320057, other_time: 2.1731719971
epoch time: 8.5126972198s, input_fired_time: 0.1321840882, output_fired_time: 0.0000000000, propagate_forward_time: 8.0044231415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760900497
validation[          , genome  6618] predictions:    9762/  10000 (97.62%), best:    9774/10000 (97.74%), error:       797.90637, best error:       759.67841 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 97.5988769531s, input_fired_time: 1.1857621670, output_fired_time: 0.7755863070, propagate_forward_time: 40.1622352600, propagate_backward_time: 53.4171867371, weight_update_time: 0.1052782089, other_time: 2.0581054688
epoch time: 8.4365596771s, input_fired_time: 0.1235335320, output_fired_time: 0.0000000000, propagate_forward_time: 7.9622521400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3507742882
validation[          , genome  6618] predictions:    9683/  10000 (96.83%), best:    9774/10000 (97.74%), error:      1006.03491, best error:       759.67841 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 97.5013885498s, input_fired_time: 1.1574226618, output_fired_time: 0.7614523172, propagate_forward_time: 40.0684165955, propagate_backward_time: 53.4905662537, weight_update_time: 0.1039551646, other_time: 2.0235290527
epoch time: 8.4607629776s, input_fired_time: 0.1244568601, output_fired_time: 0.0000000000, propagate_forward_time: 7.9857459068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3505606651
validation[          , genome  6618] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       794.32886, best error:       759.67841 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 97.7919006348s, input_fired_time: 1.2025674582, output_fired_time: 0.7720667720, propagate_forward_time: 40.1499481201, propagate_backward_time: 53.5683403015, weight_update_time: 0.1080194637, other_time: 2.0989799500
epoch time: 8.5883302689s, input_fired_time: 0.1360936910, output_fired_time: 0.0000000000, propagate_forward_time: 8.0726757050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795604706
validation[          , genome  6618] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       724.40625, best error:       724.40625 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 98.0354537964s, input_fired_time: 1.2348781824, output_fired_time: 0.7766330242, propagate_forward_time: 40.1923065186, propagate_backward_time: 53.6613845825, weight_update_time: 0.1112484783, other_time: 2.1702499390
epoch time: 8.5590486526s, input_fired_time: 0.1351674944, output_fired_time: 0.0000000000, propagate_forward_time: 8.0430097580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808717728
validation[          , genome  6618] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       816.90179, best error:       724.40625 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 98.2418136597s, input_fired_time: 1.2346132994, output_fired_time: 0.7743819952, propagate_forward_time: 40.3264923096, propagate_backward_time: 53.7554244995, weight_update_time: 0.1110281944, other_time: 2.1509017944
epoch time: 8.4803104401s, input_fired_time: 0.1329274029, output_fired_time: 0.0000000000, propagate_forward_time: 7.9793682098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680152893
validation[          , genome  6618] predictions:    9700/  10000 (97.00%), best:    9772/10000 (97.72%), error:       974.43237, best error:       724.40625 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 98.1172485352s, input_fired_time: 1.2270758152, output_fired_time: 0.7726162672, propagate_forward_time: 40.2838211060, propagate_backward_time: 53.6686210632, weight_update_time: 0.1107549816, other_time: 2.1651191711
epoch time: 8.6448831558s, input_fired_time: 0.1293834001, output_fired_time: 0.0000000000, propagate_forward_time: 8.1550483704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604516983
validation[          , genome  6618] predictions:    9758/  10000 (97.58%), best:    9772/10000 (97.72%), error:       798.00659, best error:       724.40625 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 98.5618972778s, input_fired_time: 1.2013356686, output_fired_time: 0.7795048356, propagate_forward_time: 40.5272903442, propagate_backward_time: 53.9359092712, weight_update_time: 0.1089236438, other_time: 2.1178627014
epoch time: 8.5362033844s, input_fired_time: 0.1355299354, output_fired_time: 0.0000000000, propagate_forward_time: 8.0266828537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739910126
validation[          , genome  6618] predictions:    9736/  10000 (97.36%), best:    9772/10000 (97.72%), error:       824.42688, best error:       724.40625 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 98.9349975586s, input_fired_time: 1.2127777338, output_fired_time: 0.7736878991, propagate_forward_time: 40.5792655945, propagate_backward_time: 54.2011337280, weight_update_time: 0.1095844880, other_time: 2.1681327820
epoch time: 8.4677686691s, input_fired_time: 0.1258633137, output_fired_time: 0.0000000000, propagate_forward_time: 7.9917306900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501749039
validation[          , genome  6618] predictions:    9771/  10000 (97.71%), best:    9772/10000 (97.72%), error:       747.56189, best error:       724.40625 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 98.4089965820s, input_fired_time: 1.2032587528, output_fired_time: 0.7783873081, propagate_forward_time: 40.3093757629, propagate_backward_time: 54.0068626404, weight_update_time: 0.1071386933, other_time: 2.1111068726
epoch time: 8.4916810989s, input_fired_time: 0.1249197647, output_fired_time: 0.0000000000, propagate_forward_time: 8.0133199692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534412384
validation[          , genome  6618] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       718.60297, best error:       718.60297 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 98.2526321411s, input_fired_time: 1.2075378895, output_fired_time: 0.7690291405, propagate_forward_time: 40.2827911377, propagate_backward_time: 53.8513412476, weight_update_time: 0.1076756567, other_time: 2.1419372559
epoch time: 8.5268793106s, input_fired_time: 0.1359601468, output_fired_time: 0.0000000000, propagate_forward_time: 8.0229711533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679475784
validation[          , genome  6618] predictions:    9764/  10000 (97.64%), best:    9791/10000 (97.91%), error:       807.65143, best error:       718.60297 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 98.1754302979s, input_fired_time: 1.1857569218, output_fired_time: 0.7643448114, propagate_forward_time: 40.1691436768, propagate_backward_time: 53.9820899963, weight_update_time: 0.1055239066, other_time: 2.0740928650
epoch time: 8.4623813629s, input_fired_time: 0.1216026321, output_fired_time: 0.0000000000, propagate_forward_time: 7.9903235435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504548073
validation[          , genome  6618] predictions:    9769/  10000 (97.69%), best:    9791/10000 (97.91%), error:       759.73004, best error:       718.60297 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 98.4394683838s, input_fired_time: 1.1938475370, output_fired_time: 0.7771805525, propagate_forward_time: 40.1727333069, propagate_backward_time: 54.1988372803, weight_update_time: 0.1073609293, other_time: 2.0968666077
epoch time: 8.5558204651s, input_fired_time: 0.1298008412, output_fired_time: 0.0000000000, propagate_forward_time: 8.0593900681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666296005
validation[          , genome  6618] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       682.03479, best error:       682.03479 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 98.4507904053s, input_fired_time: 1.2176659107, output_fired_time: 0.7748110890, propagate_forward_time: 40.3925781250, propagate_backward_time: 53.9220046997, weight_update_time: 0.1098325923, other_time: 2.1437301636
epoch time: 8.5037870407s, input_fired_time: 0.1221888810, output_fired_time: 0.0000000000, propagate_forward_time: 8.0270996094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544988632
validation[          , genome  6618] predictions:    9762/  10000 (97.62%), best:    9791/10000 (97.91%), error:       783.26770, best error:       682.03479 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 98.5090408325s, input_fired_time: 1.1821091175, output_fired_time: 0.7673041821, propagate_forward_time: 40.2634124756, propagate_backward_time: 54.2059936523, weight_update_time: 0.1136078537, other_time: 2.0902252197
epoch time: 8.5694036484s, input_fired_time: 0.1265144050, output_fired_time: 0.0000000000, propagate_forward_time: 8.0807504654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621387482
validation[          , genome  6618] predictions:    9762/  10000 (97.62%), best:    9791/10000 (97.91%), error:       784.57111, best error:       682.03479 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 98.3123779297s, input_fired_time: 1.2467744350, output_fired_time: 0.7751755118, propagate_forward_time: 40.1521720886, propagate_backward_time: 53.9544181824, weight_update_time: 0.1114528477, other_time: 2.1838378906
epoch time: 8.4392089844s, input_fired_time: 0.1249103546, output_fired_time: 0.0000000000, propagate_forward_time: 7.9631462097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511524200
validation[          , genome  6618] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       759.55768, best error:       682.03479 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 97.8920364380s, input_fired_time: 1.1494275331, output_fired_time: 0.7600613832, propagate_forward_time: 40.1266860962, propagate_backward_time: 53.8427352905, weight_update_time: 0.1032468230, other_time: 2.0131225586
epoch time: 8.4696035385s, input_fired_time: 0.1261331886, output_fired_time: 0.0000000000, propagate_forward_time: 7.9931464195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3503241539
validation[          , genome  6618] predictions:    9783/  10000 (97.83%), best:    9791/10000 (97.91%), error:       794.53418, best error:       682.03479 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 98.2410583496s, input_fired_time: 1.2035392523, output_fired_time: 0.7690231204, propagate_forward_time: 40.1115264893, propagate_backward_time: 54.0399169922, weight_update_time: 0.1084234715, other_time: 2.1170578003
epoch time: 8.4861469269s, input_fired_time: 0.1323959380, output_fired_time: 0.0000000000, propagate_forward_time: 7.9795351028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742160797
validation[          , genome  6618] predictions:    9757/  10000 (97.57%), best:    9791/10000 (97.91%), error:       852.74066, best error:       682.03479 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 98.3642807007s, input_fired_time: 1.2024104595, output_fired_time: 0.7670823336, propagate_forward_time: 40.2404403687, propagate_backward_time: 54.0651512146, weight_update_time: 0.1062741280, other_time: 2.0891990662
epoch time: 8.4527244568s, input_fired_time: 0.1223575249, output_fired_time: 0.0000000000, propagate_forward_time: 7.9811801910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491868973
validation[          , genome  6618] predictions:    9782/  10000 (97.82%), best:    9791/10000 (97.91%), error:       715.73169, best error:       682.03479 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 98.4501190186s, input_fired_time: 1.2046577930, output_fired_time: 0.7671273947, propagate_forward_time: 40.1953926086, propagate_backward_time: 54.2127456665, weight_update_time: 0.1062606350, other_time: 2.0701942444
epoch time: 8.4775991440s, input_fired_time: 0.1209438741, output_fired_time: 0.0000000000, propagate_forward_time: 8.0026483536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3540067673
validation[          , genome  6618] predictions:    9788/  10000 (97.88%), best:    9791/10000 (97.91%), error:       686.60730, best error:       682.03479 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 98.0631103516s, input_fired_time: 1.1651562452, output_fired_time: 0.7639119625, propagate_forward_time: 40.1144371033, propagate_backward_time: 54.0024299622, weight_update_time: 0.1034997627, other_time: 2.0171813965
epoch time: 8.6519813538s, input_fired_time: 0.1432141066, output_fired_time: 0.0000000000, propagate_forward_time: 8.1343126297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744544983
validation[          , genome  6618] predictions:    9759/  10000 (97.59%), best:    9791/10000 (97.91%), error:       773.78241, best error:       682.03479 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 98.5318756104s, input_fired_time: 1.1901203394, output_fired_time: 0.7644572854, propagate_forward_time: 40.2832717896, propagate_backward_time: 54.2269401550, weight_update_time: 0.1058204994, other_time: 2.0670890808
epoch time: 8.7495479584s, input_fired_time: 0.1243477687, output_fired_time: 0.0000000000, propagate_forward_time: 8.2720985413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531017303
validation[          , genome  6618] predictions:    9755/  10000 (97.55%), best:    9791/10000 (97.91%), error:       805.12347, best error:       682.03479 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 98.5602798462s, input_fired_time: 1.1960372925, output_fired_time: 0.7654610276, propagate_forward_time: 40.2797126770, propagate_backward_time: 54.2171516418, weight_update_time: 0.1067566946, other_time: 2.1019134521
epoch time: 8.4985027313s, input_fired_time: 0.1342323869, output_fired_time: 0.0000000000, propagate_forward_time: 7.9934954643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3707747459
validation[          , genome  6618] predictions:    9738/  10000 (97.38%), best:    9791/10000 (97.91%), error:       814.22729, best error:       682.03479 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 98.7112884521s, input_fired_time: 1.2353864908, output_fired_time: 0.7779431343, propagate_forward_time: 40.2517890930, propagate_backward_time: 54.3085899353, weight_update_time: 0.1102773324, other_time: 2.1375732422
epoch time: 8.5149259567s, input_fired_time: 0.1287569851, output_fired_time: 0.0000000000, propagate_forward_time: 8.0296401978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565292358
validation[          , genome  6618] predictions:    9760/  10000 (97.60%), best:    9791/10000 (97.91%), error:       778.37183, best error:       682.03479 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 98.8600082397s, input_fired_time: 1.2110224962, output_fired_time: 0.7668682337, propagate_forward_time: 40.3637008667, propagate_backward_time: 54.4457817078, weight_update_time: 0.1056542099, other_time: 2.0726356506
epoch time: 8.5712213516s, input_fired_time: 0.1233281344, output_fired_time: 0.0000000000, propagate_forward_time: 8.0866537094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612394333
validation[          , genome  6618] predictions:    9756/  10000 (97.56%), best:    9791/10000 (97.91%), error:       804.53571, best error:       682.03479 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 98.6994476318s, input_fired_time: 1.2150675058, output_fired_time: 0.7699165344, propagate_forward_time: 40.2235260010, propagate_backward_time: 54.3539810181, weight_update_time: 0.1083783135, other_time: 2.1369552612
epoch time: 8.7436590195s, input_fired_time: 0.1333544552, output_fired_time: 0.0000000000, propagate_forward_time: 8.2366285324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3736763000
validation[          , genome  6618] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       760.95044, best error:       682.03479 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 99.6781234741s, input_fired_time: 1.2264782190, output_fired_time: 0.7719699144, propagate_forward_time: 40.6642456055, propagate_backward_time: 54.9069252014, weight_update_time: 0.1083715931, other_time: 2.1085014343
epoch time: 8.5862321854s, input_fired_time: 0.1359035969, output_fired_time: 0.0000000000, propagate_forward_time: 8.0729618073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773670197
validation[          , genome  6618] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       730.14740, best error:       682.03479 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 98.5684204102s, input_fired_time: 1.2149056196, output_fired_time: 0.7678545713, propagate_forward_time: 40.2052383423, propagate_backward_time: 54.2831382751, weight_update_time: 0.1074406207, other_time: 2.0972862244
epoch time: 8.6161460876s, input_fired_time: 0.1371944100, output_fired_time: 0.0000000000, propagate_forward_time: 8.1088705063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700809479
validation[          , genome  6618] predictions:    9753/  10000 (97.53%), best:    9791/10000 (97.91%), error:       819.44525, best error:       682.03479 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 99.3106842041s, input_fired_time: 1.2043663263, output_fired_time: 0.7781348228, propagate_forward_time: 40.4566307068, propagate_backward_time: 54.7744216919, weight_update_time: 0.1074166223, other_time: 2.0971260071
epoch time: 8.5672206879s, input_fired_time: 0.1260526180, output_fired_time: 0.0000000000, propagate_forward_time: 8.0807228088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604450226
validation[          , genome  6618] predictions:    9754/  10000 (97.54%), best:    9791/10000 (97.91%), error:       775.75299, best error:       682.03479 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 98.8854598999s, input_fired_time: 1.1861425638, output_fired_time: 0.7675896883, propagate_forward_time: 40.2852210999, propagate_backward_time: 54.5982131958, weight_update_time: 0.1041784361, other_time: 2.0482902527
epoch time: 8.5284185410s, input_fired_time: 0.1260333806, output_fired_time: 0.0000000000, propagate_forward_time: 8.0466070175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557777405
validation[          , genome  6618] predictions:    9784/  10000 (97.84%), best:    9791/10000 (97.91%), error:       722.25720, best error:       682.03479 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 98.9803009033s, input_fired_time: 1.1999316216, output_fired_time: 0.7704957128, propagate_forward_time: 40.3848037720, propagate_backward_time: 54.5506515503, weight_update_time: 0.1066206172, other_time: 2.0744247437
epoch time: 8.4602003098s, input_fired_time: 0.1227401420, output_fired_time: 0.0000000000, propagate_forward_time: 7.9865536690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509068489
validation[          , genome  6618] predictions:    9709/  10000 (97.09%), best:    9791/10000 (97.91%), error:       972.31110, best error:       682.03479 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 98.6794738770s, input_fired_time: 1.2129813433, output_fired_time: 0.7905693650, propagate_forward_time: 40.2205009460, propagate_backward_time: 54.3500976562, weight_update_time: 0.1071840823, other_time: 2.1053199768
epoch time: 8.4530687332s, input_fired_time: 0.1227366924, output_fired_time: 0.0000000000, propagate_forward_time: 7.9793033600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510284424
validation[          , genome  6618] predictions:    9776/  10000 (97.76%), best:    9791/10000 (97.91%), error:       730.29834, best error:       682.03479 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 98.7552871704s, input_fired_time: 1.2435112000, output_fired_time: 0.7724214196, propagate_forward_time: 40.2036361694, propagate_backward_time: 54.4038505554, weight_update_time: 0.1102656499, other_time: 2.1318702698
epoch time: 8.5753860474s, input_fired_time: 0.1367453337, output_fired_time: 0.0000000000, propagate_forward_time: 8.0570659637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815746307
validation[          , genome  6618] predictions:    9749/  10000 (97.49%), best:    9791/10000 (97.91%), error:       839.38245, best error:       682.03479 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 99.4300689697s, input_fired_time: 1.2619110346, output_fired_time: 0.7732149959, propagate_forward_time: 40.4272003174, propagate_backward_time: 54.8068885803, weight_update_time: 0.1097675636, other_time: 2.1608543396
epoch time: 8.6032686234s, input_fired_time: 0.1381576806, output_fired_time: 0.0000000000, propagate_forward_time: 8.0862751007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788356781
validation[          , genome  6618] predictions:    9728/  10000 (97.28%), best:    9791/10000 (97.91%), error:       858.28833, best error:       682.03479 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 99.1468582153s, input_fired_time: 1.2322446108, output_fired_time: 0.7768658996, propagate_forward_time: 40.2765579224, propagate_backward_time: 54.7291297913, weight_update_time: 0.1077485904, other_time: 2.1320610046
epoch time: 8.5258970261s, input_fired_time: 0.1310310960, output_fired_time: 0.0000000000, propagate_forward_time: 8.0308895111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639764786
validation[          , genome  6618] predictions:    9752/  10000 (97.52%), best:    9791/10000 (97.91%), error:       797.45691, best error:       682.03479 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.8577346802s, input_fired_time: 1.2122056484, output_fired_time: 0.7679347992, propagate_forward_time: 40.2436943054, propagate_backward_time: 54.5678482056, weight_update_time: 0.1067757830, other_time: 2.0660514832
epoch time: 8.5304679871s, input_fired_time: 0.1364502907, output_fired_time: 0.0000000000, propagate_forward_time: 8.0204935074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3735246658
validation[          , genome  6618] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       717.63361, best error:       682.03479 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 98.9712066650s, input_fired_time: 1.2430759668, output_fired_time: 0.7713391781, propagate_forward_time: 40.2540473938, propagate_backward_time: 54.5666923523, weight_update_time: 0.1138549596, other_time: 2.1360549927
epoch time: 8.5169858932s, input_fired_time: 0.1246701851, output_fired_time: 0.0000000000, propagate_forward_time: 8.0365819931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557338715
validation[          , genome  6618] predictions:    9726/  10000 (97.26%), best:    9791/10000 (97.91%), error:       924.92218, best error:       682.03479 on epoch:    28, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 98.4236373901s, input_fired_time: 1.1548807621, output_fired_time: 0.7609044909, propagate_forward_time: 40.0991287231, propagate_backward_time: 54.4140281677, weight_update_time: 0.1032913625, other_time: 1.9946937561
epoch time: 8.4439334869s, input_fired_time: 0.1221144870, output_fired_time: 0.0000000000, propagate_forward_time: 7.9752373695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465819359
validation[          , genome  6618] predictions:    9785/  10000 (97.85%), best:    9791/10000 (97.91%), error:       705.63928, best error:       682.03479 on epoch:    28, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 99.2207946777s, input_fired_time: 1.2298130989, output_fired_time: 0.7724621296, propagate_forward_time: 40.3361206055, propagate_backward_time: 54.7612838745, weight_update_time: 0.1092117652, other_time: 2.1211166382
epoch time: 8.5465269089s, input_fired_time: 0.1365103126, output_fired_time: 0.0000000000, propagate_forward_time: 8.0348281860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751888275
validation[          , genome  6618] predictions:    9787/  10000 (97.87%), best:    9791/10000 (97.91%), error:       704.49542, best error:       682.03479 on epoch:    28, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 98.6304550171s, input_fired_time: 1.1788089275, output_fired_time: 0.7633853555, propagate_forward_time: 40.2138824463, propagate_backward_time: 54.4476852417, weight_update_time: 0.1041834429, other_time: 2.0266952515
epoch time: 8.7879714966s, input_fired_time: 0.1345158964, output_fired_time: 0.0000000000, propagate_forward_time: 8.2608480453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926076889
validation[          , genome  6618] predictions:    9750/  10000 (97.50%), best:    9791/10000 (97.91%), error:       782.05164, best error:       682.03479 on epoch:    28, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 99.1940765381s, input_fired_time: 1.2445653677, output_fired_time: 0.7785277963, propagate_forward_time: 40.2634963989, propagate_backward_time: 54.7426567078, weight_update_time: 0.1110168770, other_time: 2.1648292542
epoch time: 8.5145549774s, input_fired_time: 0.1389994472, output_fired_time: 0.0000000000, propagate_forward_time: 7.9965229034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790330887
validation[          , genome  6618] predictions:    9763/  10000 (97.63%), best:    9791/10000 (97.91%), error:       797.32788, best error:       682.03479 on epoch:    28, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 99.6459884644s, input_fired_time: 1.2075550556, output_fired_time: 0.7719628811, propagate_forward_time: 40.4248466492, propagate_backward_time: 55.1069984436, weight_update_time: 0.1073116660, other_time: 2.1346206665
epoch time: 8.5127859116s, input_fired_time: 0.1244107410, output_fired_time: 0.0000000000, propagate_forward_time: 8.0339441299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544311523
validation[          , genome  6618] predictions:    9772/  10000 (97.72%), best:    9791/10000 (97.91%), error:       756.90076, best error:       682.03479 on epoch:    28, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 99.0115509033s, input_fired_time: 1.2444580793, output_fired_time: 0.7793174982, propagate_forward_time: 40.1669960022, propagate_backward_time: 54.6930465698, weight_update_time: 0.1093437597, other_time: 2.1277275085
epoch time: 8.4497966766s, input_fired_time: 0.1230157614, output_fired_time: 0.0000000000, propagate_forward_time: 7.9778089523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3489723206
validation[          , genome  6618] predictions:    9795/  10000 (97.95%), best:    9791/10000 (97.91%), error:       688.25415, best error:       682.03479 on epoch:    28, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 100.0966720581s, input_fired_time: 1.2120498419, output_fired_time: 0.7746779919, propagate_forward_time: 40.6557502747, propagate_backward_time: 55.3413810730, weight_update_time: 0.1068222895, other_time: 2.1128082275
epoch time: 8.5206365585s, input_fired_time: 0.1351466030, output_fired_time: 0.0000000000, propagate_forward_time: 8.0138244629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716659546
validation[          , genome  6618] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       671.53705, best error:       671.53705 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 99.1481246948s, input_fired_time: 1.2223519087, output_fired_time: 0.7797600627, propagate_forward_time: 40.3665504456, propagate_backward_time: 54.6323242188, weight_update_time: 0.1085762754, other_time: 2.1471366882
epoch time: 8.5478391647s, input_fired_time: 0.1377060413, output_fired_time: 0.0000000000, propagate_forward_time: 8.0312919617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788414001
validation[          , genome  6618] predictions:    9742/  10000 (97.42%), best:    9783/10000 (97.83%), error:       823.08582, best error:       671.53705 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 99.4507751465s, input_fired_time: 1.2610596418, output_fired_time: 0.7769514322, propagate_forward_time: 40.3596954346, propagate_backward_time: 54.8574104309, weight_update_time: 0.1120256111, other_time: 2.1956520081
epoch time: 8.4477853775s, input_fired_time: 0.1296336204, output_fired_time: 0.0000000000, propagate_forward_time: 7.9685173035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496341705
validation[          , genome  6618] predictions:    9705/  10000 (97.05%), best:    9783/10000 (97.83%), error:       957.13171, best error:       671.53705 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 98.8789062500s, input_fired_time: 1.1980892420, output_fired_time: 0.7646938562, propagate_forward_time: 40.1588439941, propagate_backward_time: 54.6764831543, weight_update_time: 0.1068893000, other_time: 2.0807952881
epoch time: 8.4591979980s, input_fired_time: 0.1239550486, output_fired_time: 0.0000000000, propagate_forward_time: 7.9865064621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487367630
validation[          , genome  6618] predictions:    9772/  10000 (97.72%), best:    9783/10000 (97.83%), error:       738.91992, best error:       671.53705 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 98.8501052856s, input_fired_time: 1.1883667707, output_fired_time: 0.7647853494, propagate_forward_time: 40.2329826355, propagate_backward_time: 54.6441421509, weight_update_time: 0.1043309718, other_time: 2.0198249817
epoch time: 8.4800052643s, input_fired_time: 0.1266847551, output_fired_time: 0.0000000000, propagate_forward_time: 8.0017528534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515672684
validation[          , genome  6618] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       644.20142, best error:       644.20142 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 99.2649383545s, input_fired_time: 1.2403186560, output_fired_time: 0.7681466341, propagate_forward_time: 40.3352737427, propagate_backward_time: 54.8007392883, weight_update_time: 0.1093997061, other_time: 2.1204566956
epoch time: 8.4412841797s, input_fired_time: 0.1254124939, output_fired_time: 0.0000000000, propagate_forward_time: 7.9646124840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512587547
validation[          , genome  6618] predictions:    9722/  10000 (97.22%), best:    9813/10000 (98.13%), error:       866.00763, best error:       644.20142 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 98.5433578491s, input_fired_time: 1.1775506735, output_fired_time: 0.7695196867, propagate_forward_time: 40.0284614563, propagate_backward_time: 54.5408630371, weight_update_time: 0.1049035862, other_time: 2.0269660950
epoch time: 8.4755706787s, input_fired_time: 0.1254705638, output_fired_time: 0.0000000000, propagate_forward_time: 7.9990730286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3510274887
validation[          , genome  6618] predictions:    9784/  10000 (97.84%), best:    9813/10000 (98.13%), error:       712.52252, best error:       644.20142 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 99.4064407349s, input_fired_time: 1.1757638454, output_fired_time: 0.7634150982, propagate_forward_time: 40.3447189331, propagate_backward_time: 55.0819168091, weight_update_time: 0.1055524498, other_time: 2.0406265259
epoch time: 8.5531454086s, input_fired_time: 0.1258057207, output_fired_time: 0.0000000000, propagate_forward_time: 8.0703001022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570394516
validation[          , genome  6618] predictions:    9784/  10000 (97.84%), best:    9813/10000 (98.13%), error:       724.36353, best error:       644.20142 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 99.0772094727s, input_fired_time: 1.2110121250, output_fired_time: 0.7694181800, propagate_forward_time: 40.2221374512, propagate_backward_time: 54.7933692932, weight_update_time: 0.1087884754, other_time: 2.0812721252
epoch time: 8.5760087967s, input_fired_time: 0.1287763566, output_fired_time: 0.0000000000, propagate_forward_time: 8.0836610794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635711670
validation[          , genome  6618] predictions:    9686/  10000 (96.86%), best:    9813/10000 (98.13%), error:      1062.18713, best error:       644.20142 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 99.2342071533s, input_fired_time: 1.2402206659, output_fired_time: 0.7696614265, propagate_forward_time: 40.2733726501, propagate_backward_time: 54.8339996338, weight_update_time: 0.1097169444, other_time: 2.1169548035
epoch time: 8.6736955643s, input_fired_time: 0.1301098019, output_fired_time: 0.0000000000, propagate_forward_time: 8.1741466522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694391251
validation[          , genome  6618] predictions:    9798/  10000 (97.98%), best:    9813/10000 (98.13%), error:       700.50409, best error:       644.20142 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 98.9395370483s, input_fired_time: 1.1737384796, output_fired_time: 0.7623233199, propagate_forward_time: 40.2439346313, propagate_backward_time: 54.7360687256, weight_update_time: 0.1047269255, other_time: 2.0234756470
epoch time: 8.5080757141s, input_fired_time: 0.1268350333, output_fired_time: 0.0000000000, propagate_forward_time: 8.0255622864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3556785583
validation[          , genome  6618] predictions:    9761/  10000 (97.61%), best:    9813/10000 (98.13%), error:       784.12720, best error:       644.20142 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 99.1219711304s, input_fired_time: 1.2289272547, output_fired_time: 0.7700971961, propagate_forward_time: 40.2612686157, propagate_backward_time: 54.7553062439, weight_update_time: 0.1093102321, other_time: 2.1063728333
epoch time: 8.5887565613s, input_fired_time: 0.1395826936, output_fired_time: 0.0000000000, propagate_forward_time: 8.0803813934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687925339
validation[          , genome  6618] predictions:    9785/  10000 (97.85%), best:    9813/10000 (98.13%), error:       693.77637, best error:       644.20142 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 99.0677185059s, input_fired_time: 1.2561807632, output_fired_time: 0.7719933391, propagate_forward_time: 40.1694450378, propagate_backward_time: 54.7226943970, weight_update_time: 0.1113601029, other_time: 2.1474037170
epoch time: 8.5624227524s, input_fired_time: 0.1407156438, output_fired_time: 0.0000000000, propagate_forward_time: 8.0376205444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840866089
validation[          , genome  6618] predictions:    9780/  10000 (97.80%), best:    9813/10000 (98.13%), error:       763.01660, best error:       644.20142 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 99.3335571289s, input_fired_time: 1.2880107164, output_fired_time: 0.7752307057, propagate_forward_time: 40.2811698914, propagate_backward_time: 54.8284645081, weight_update_time: 0.1116812900, other_time: 2.1606826782
epoch time: 8.5619907379s, input_fired_time: 0.1383475661, output_fired_time: 0.0000000000, propagate_forward_time: 8.0533618927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702812195
validation[          , genome  6618] predictions:    9753/  10000 (97.53%), best:    9813/10000 (98.13%), error:       792.21326, best error:       644.20142 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 99.1645812988s, input_fired_time: 1.1849287748, output_fired_time: 0.7657651901, propagate_forward_time: 40.3485031128, propagate_backward_time: 54.8194351196, weight_update_time: 0.1058624834, other_time: 2.0459518433
epoch time: 8.6014013290s, input_fired_time: 0.1252651513, output_fired_time: 0.0000000000, propagate_forward_time: 8.1263570786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497791290
validation[          , genome  6618] predictions:    9774/  10000 (97.74%), best:    9813/10000 (98.13%), error:       711.88788, best error:       644.20142 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 99.1153640747s, input_fired_time: 1.2196969986, output_fired_time: 0.7819853425, propagate_forward_time: 40.2076187134, propagate_backward_time: 54.8152847290, weight_update_time: 0.1085222214, other_time: 2.0907821655
epoch time: 8.5351619720s, input_fired_time: 0.1394616514, output_fired_time: 0.0000000000, propagate_forward_time: 8.0218067169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738937378
validation[          , genome  6618] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       693.92889, best error:       644.20142 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 99.6613006592s, input_fired_time: 1.2661756277, output_fired_time: 0.7746838331, propagate_forward_time: 40.3464851379, propagate_backward_time: 55.0937995911, weight_update_time: 0.1119882911, other_time: 2.1801605225
epoch time: 8.5133028030s, input_fired_time: 0.1375275254, output_fired_time: 0.0000000000, propagate_forward_time: 8.0043067932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3714685440
validation[          , genome  6618] predictions:    9782/  10000 (97.82%), best:    9813/10000 (98.13%), error:       687.09247, best error:       644.20142 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 99.0233306885s, input_fired_time: 1.1910612583, output_fired_time: 0.7628647685, propagate_forward_time: 40.2512931824, propagate_backward_time: 54.7572212219, weight_update_time: 0.1056463495, other_time: 2.0608901978
epoch time: 8.4588050842s, input_fired_time: 0.1298215687, output_fired_time: 0.0000000000, propagate_forward_time: 7.9765200615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524632454
validation[          , genome  6618] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       736.01898, best error:       644.20142 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 99.1803054810s, input_fired_time: 1.2323287725, output_fired_time: 0.7682449818, propagate_forward_time: 40.3191795349, propagate_backward_time: 54.7733078003, weight_update_time: 0.1083277017, other_time: 2.0872459412
epoch time: 8.5369548798s, input_fired_time: 0.1374292970, output_fired_time: 0.0000000000, propagate_forward_time: 8.0323114395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672142029
validation[          , genome  6618] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       694.06995, best error:       644.20142 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 99.1472015381s, input_fired_time: 1.2452968359, output_fired_time: 0.7693110704, propagate_forward_time: 40.2316169739, propagate_backward_time: 54.7760467529, weight_update_time: 0.1101319417, other_time: 2.1249275208
epoch time: 8.5035104752s, input_fired_time: 0.1353386641, output_fired_time: 0.0000000000, propagate_forward_time: 8.0014705658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667011261
validation[          , genome  6618] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       680.38568, best error:       644.20142 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 99.2649841309s, input_fired_time: 1.2438998222, output_fired_time: 0.7704944015, propagate_forward_time: 40.1922035217, propagate_backward_time: 54.9076881409, weight_update_time: 0.1111035794, other_time: 2.1507034302
epoch time: 8.5313224792s, input_fired_time: 0.1292069703, output_fired_time: 0.0000000000, propagate_forward_time: 8.0449609756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571548462
validation[          , genome  6618] predictions:    9730/  10000 (97.30%), best:    9813/10000 (98.13%), error:       935.19122, best error:       644.20142 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 99.4556961060s, input_fired_time: 1.2115701437, output_fired_time: 0.7762645483, propagate_forward_time: 40.3275375366, propagate_backward_time: 55.0471649170, weight_update_time: 0.1083319783, other_time: 2.0931549072
epoch time: 8.5110998154s, input_fired_time: 0.1258999854, output_fired_time: 0.0000000000, propagate_forward_time: 8.0326566696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525428772
validation[          , genome  6618] predictions:    9772/  10000 (97.72%), best:    9813/10000 (98.13%), error:       728.10846, best error:       644.20142 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 99.6650390625s, input_fired_time: 1.2826824188, output_fired_time: 0.7740638852, propagate_forward_time: 40.4475975037, propagate_backward_time: 54.9531135559, weight_update_time: 0.1114395261, other_time: 2.2075805664
epoch time: 8.6176052094s, input_fired_time: 0.1331532598, output_fired_time: 0.0000000000, propagate_forward_time: 8.1069469452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775053024
validation[          , genome  6618] predictions:    9780/  10000 (97.80%), best:    9813/10000 (98.13%), error:       707.78333, best error:       644.20142 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 99.4511184692s, input_fired_time: 1.2046052217, output_fired_time: 0.7719595432, propagate_forward_time: 40.3516464233, propagate_backward_time: 55.0486526489, weight_update_time: 0.1059800833, other_time: 2.0742568970
epoch time: 8.4961719513s, input_fired_time: 0.1254225224, output_fired_time: 0.0000000000, propagate_forward_time: 8.0161294937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3546199799
validation[          , genome  6618] predictions:    9769/  10000 (97.69%), best:    9813/10000 (98.13%), error:       736.34583, best error:       644.20142 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 98.7349929810s, input_fired_time: 1.1740980148, output_fired_time: 0.7592486143, propagate_forward_time: 40.0673446655, propagate_backward_time: 54.6898841858, weight_update_time: 0.1037461683, other_time: 2.0444221497
epoch time: 8.4642009735s, input_fired_time: 0.1256840527, output_fired_time: 0.0000000000, propagate_forward_time: 7.9875764847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3509407043
validation[          , genome  6618] predictions:    9760/  10000 (97.60%), best:    9813/10000 (98.13%), error:       774.35571, best error:       644.20142 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 99.3980255127s, input_fired_time: 1.2176178694, output_fired_time: 0.7696420550, propagate_forward_time: 40.2539291382, propagate_backward_time: 55.0510978699, weight_update_time: 0.1082578748, other_time: 2.1057319641
epoch time: 8.4869079590s, input_fired_time: 0.1264860928, output_fired_time: 0.0000000000, propagate_forward_time: 8.0090045929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3514175415
validation[          , genome  6618] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       712.61298, best error:       644.20142 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 99.2841720581s, input_fired_time: 1.2357628345, output_fired_time: 0.7668269873, propagate_forward_time: 40.2743797302, propagate_backward_time: 54.9284515381, weight_update_time: 0.1084130928, other_time: 2.0787467957
epoch time: 8.5490789413s, input_fired_time: 0.1317957342, output_fired_time: 0.0000000000, propagate_forward_time: 8.0550327301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622503281
validation[          , genome  6618] predictions:    9796/  10000 (97.96%), best:    9813/10000 (98.13%), error:       684.45917, best error:       644.20142 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 99.3955230713s, input_fired_time: 1.2380882502, output_fired_time: 0.7731965780, propagate_forward_time: 40.3224143982, propagate_backward_time: 54.9561042786, weight_update_time: 0.1090637967, other_time: 2.1057205200
epoch time: 8.4516515732s, input_fired_time: 0.1269258708, output_fired_time: 0.0000000000, propagate_forward_time: 7.9753198624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494062424
validation[          , genome  6618] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       712.86615, best error:       644.20142 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 99.5013351440s, input_fired_time: 1.2012083530, output_fired_time: 0.7740482092, propagate_forward_time: 40.3009681702, propagate_backward_time: 55.1285057068, weight_update_time: 0.1061527953, other_time: 2.0966033936
epoch time: 8.4647407532s, input_fired_time: 0.1259520054, output_fired_time: 0.0000000000, propagate_forward_time: 7.9908018112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479871750
validation[          , genome  6618] predictions:    9775/  10000 (97.75%), best:    9813/10000 (98.13%), error:       764.44354, best error:       644.20142 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 98.8939285278s, input_fired_time: 1.1760748625, output_fired_time: 0.7613238692, propagate_forward_time: 40.1926002502, propagate_backward_time: 54.7642288208, weight_update_time: 0.1045052558, other_time: 1.9997062683
epoch time: 8.5642490387s, input_fired_time: 0.1407373101, output_fired_time: 0.0000000000, propagate_forward_time: 8.0443973541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791141510
validation[          , genome  6618] predictions:    9769/  10000 (97.69%), best:    9813/10000 (98.13%), error:       749.84937, best error:       644.20142 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 99.5122909546s, input_fired_time: 1.2522875071, output_fired_time: 0.7736900449, propagate_forward_time: 40.3875274658, propagate_backward_time: 54.9500656128, weight_update_time: 0.1115329936, other_time: 2.1487197876
epoch time: 8.5290050507s, input_fired_time: 0.1393667608, output_fired_time: 0.0000000000, propagate_forward_time: 8.0134201050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762178421
validation[          , genome  6618] predictions:    9771/  10000 (97.71%), best:    9813/10000 (98.13%), error:       780.62183, best error:       644.20142 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 99.4706420898s, input_fired_time: 1.2615556717, output_fired_time: 0.7754498720, propagate_forward_time: 40.3033599854, propagate_backward_time: 54.9728584290, weight_update_time: 0.1118078828, other_time: 2.1574134827
epoch time: 8.6903438568s, input_fired_time: 0.1267811954, output_fired_time: 0.0000000000, propagate_forward_time: 8.1802396774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833227158
validation[          , genome  6618] predictions:    9744/  10000 (97.44%), best:    9813/10000 (98.13%), error:       797.42249, best error:       644.20142 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 99.4135360718s, input_fired_time: 1.2253531218, output_fired_time: 0.7683763504, propagate_forward_time: 40.3496093750, propagate_backward_time: 54.9828033447, weight_update_time: 0.1082390472, other_time: 2.0873947144
epoch time: 8.4738130569s, input_fired_time: 0.1261785775, output_fired_time: 0.0000000000, propagate_forward_time: 7.9981760979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494582176
validation[          , genome  6618] predictions:    9800/  10000 (98.00%), best:    9813/10000 (98.13%), error:       695.62543, best error:       644.20142 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 99.3676147461s, input_fired_time: 1.2352502346, output_fired_time: 0.7761930227, propagate_forward_time: 40.3002014160, propagate_backward_time: 54.9768600464, weight_update_time: 0.1075084433, other_time: 2.0791091919
epoch time: 8.6645975113s, input_fired_time: 0.1351424754, output_fired_time: 0.0000000000, propagate_forward_time: 8.1569480896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725070953
validation[          , genome  6618] predictions:    9767/  10000 (97.67%), best:    9813/10000 (98.13%), error:       803.04419, best error:       644.20142 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 99.9966506958s, input_fired_time: 1.2369812727, output_fired_time: 0.7708637118, propagate_forward_time: 40.5821151733, propagate_backward_time: 55.3003845215, weight_update_time: 0.1122584045, other_time: 2.1063003540
epoch time: 8.6021242142s, input_fired_time: 0.1416064948, output_fired_time: 0.0000000000, propagate_forward_time: 8.0888662338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716516495
validation[          , genome  6618] predictions:    9749/  10000 (97.49%), best:    9813/10000 (98.13%), error:       860.77161, best error:       644.20142 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 100.0578308105s, input_fired_time: 1.2913647890, output_fired_time: 0.7861843109, propagate_forward_time: 40.5087623596, propagate_backward_time: 55.2915039062, weight_update_time: 0.1114665791, other_time: 2.1800117493
epoch time: 8.6448717117s, input_fired_time: 0.1433235556, output_fired_time: 0.0000000000, propagate_forward_time: 8.1073799133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941679001
validation[          , genome  6618] predictions:    9779/  10000 (97.79%), best:    9813/10000 (98.13%), error:       721.78986, best error:       644.20142 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 100.1261901855s, input_fired_time: 1.2397702932, output_fired_time: 0.7737114429, propagate_forward_time: 40.5487289429, propagate_backward_time: 55.3874053955, weight_update_time: 0.1107173041, other_time: 2.1765747070
epoch time: 8.5714426041s, input_fired_time: 0.1418832541, output_fired_time: 0.0000000000, propagate_forward_time: 8.0534811020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760786057
validation[          , genome  6618] predictions:    9764/  10000 (97.64%), best:    9813/10000 (98.13%), error:       759.91937, best error:       644.20142 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 99.9180068970s, input_fired_time: 1.2686442137, output_fired_time: 0.7763085961, propagate_forward_time: 40.4270553589, propagate_backward_time: 55.2703094482, weight_update_time: 0.1152895987, other_time: 2.1756896973
epoch time: 8.4852008820s, input_fired_time: 0.1262518018, output_fired_time: 0.0000000000, propagate_forward_time: 8.0073089600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516397476
validation[          , genome  6618] predictions:    9677/  10000 (96.77%), best:    9813/10000 (98.13%), error:       930.96899, best error:       644.20142 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 100.2037734985s, input_fired_time: 1.2428728342, output_fired_time: 0.7820818424, propagate_forward_time: 40.6292991638, propagate_backward_time: 55.4108238220, weight_update_time: 0.1102082133, other_time: 2.1386947632
epoch time: 8.5475997925s, input_fired_time: 0.1407548636, output_fired_time: 0.0000000000, propagate_forward_time: 8.0312786102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755664825
validation[          , genome  6618] predictions:    9789/  10000 (97.89%), best:    9813/10000 (98.13%), error:       722.03290, best error:       644.20142 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 98.9181671143s, input_fired_time: 1.1932266951, output_fired_time: 0.7697861195, propagate_forward_time: 40.1893196106, propagate_backward_time: 54.7435302734, weight_update_time: 0.1056826562, other_time: 2.0223045349
epoch time: 8.4591722488s, input_fired_time: 0.1274036020, output_fired_time: 0.0000000000, propagate_forward_time: 7.9821448326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496241570
validation[          , genome  6618] predictions:    9731/  10000 (97.31%), best:    9813/10000 (98.13%), error:       897.26111, best error:       644.20142 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 99.2522888184s, input_fired_time: 1.2050056458, output_fired_time: 0.7657746673, propagate_forward_time: 40.2523765564, propagate_backward_time: 54.9092941284, weight_update_time: 0.1074413434, other_time: 2.1198387146
epoch time: 8.7939119339s, input_fired_time: 0.1677156985, output_fired_time: 0.0000000000, propagate_forward_time: 8.2435016632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826942444
validation[          , genome  6618] predictions:    9747/  10000 (97.47%), best:    9813/10000 (98.13%), error:       851.03809, best error:       644.20142 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 99.5172958374s, input_fired_time: 1.2239552736, output_fired_time: 0.7694594860, propagate_forward_time: 40.3216323853, propagate_backward_time: 55.1135635376, weight_update_time: 0.1084521338, other_time: 2.0886840820
epoch time: 8.5901842117s, input_fired_time: 0.1425959319, output_fired_time: 0.0000000000, propagate_forward_time: 8.0690345764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785533905
validation[          , genome  6618] predictions:    9770/  10000 (97.70%), best:    9813/10000 (98.13%), error:       754.16675, best error:       644.20142 on epoch:    63, 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: 43.2164688110s, input_fired_time: 0.7138249278, output_fired_time: 0.0000000000, propagate_forward_time: 40.5594825745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9431610107
best training[          , genome  6618] predictions:   49794/  50000 (99.59%), best:    9813/10000 (98.13%), error:      1046.24878, best error:       644.20142 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.6094083786s, input_fired_time: 0.1396491677, output_fired_time: 0.0000000000, propagate_forward_time: 8.0951356888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746232986
   testing[          , genome  6618] predictions:    9830/  10000 (98.30%), best:    9813/10000 (98.13%), error:       604.38818, best error:       644.20142 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:14:09 (12991): called boinc_finish(0)

</stderr_txt>
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