Nameexact_genome_1512568488_45_7118_1
Workunit2606805
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:59:23 UTC
Report deadline16 Dec 2017, 15:03:10 UTC
Received8 Dec 2017, 14:37:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67661
Run time3 hours 36 min 37 sec
CPU time3 hours 36 min 37 sec
Validate stateValid
Credit2,156.91
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.09 MB
Peak swap size152.85 MB
Peak disk usage1.30 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
8, propagate_forward_time: 47.1336784363, propagate_backward_time: 65.9954528809, weight_update_time: 0.1183253154, other_time: 2.2694854736
epoch time: 10.5349655151s, input_fired_time: 0.1258985847, output_fired_time: 0.0000000000, propagate_forward_time: 9.9746437073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344234467
validation[          , genome  7118] predictions:    9528/  10000 (95.28%), best:    9740/10000 (97.40%), error:      1439.02454, best error:       856.19934 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 122.1297836304s, input_fired_time: 1.1265230179, output_fired_time: 0.7806434035, propagate_forward_time: 48.5395545959, propagate_backward_time: 69.3524398804, weight_update_time: 0.1226109564, other_time: 2.3306198120
epoch time: 9.2821006775s, input_fired_time: 0.1168544292, output_fired_time: 0.0000000000, propagate_forward_time: 8.7814445496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838014603
validation[          , genome  7118] predictions:    9718/  10000 (97.18%), best:    9740/10000 (97.40%), error:       921.85797, best error:       856.19934 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 119.3947677612s, input_fired_time: 1.0964590311, output_fired_time: 0.7640891671, propagate_forward_time: 47.1699409485, propagate_backward_time: 68.0882644653, weight_update_time: 0.1216958687, other_time: 2.2760086060
epoch time: 10.2425365448s, input_fired_time: 0.1239845604, output_fired_time: 0.0000000000, propagate_forward_time: 9.7063302994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122219086
validation[          , genome  7118] predictions:    9668/  10000 (96.68%), best:    9740/10000 (97.40%), error:      1197.87830, best error:       856.19934 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 117.2092590332s, input_fired_time: 1.0925542116, output_fired_time: 0.7513287663, propagate_forward_time: 46.9132232666, propagate_backward_time: 66.1897201538, weight_update_time: 0.1192348674, other_time: 2.2624359131
epoch time: 11.6461839676s, input_fired_time: 0.1359562725, output_fired_time: 0.0000000000, propagate_forward_time: 11.0559015274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543266296
validation[          , genome  7118] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       832.42938, best error:       832.42938 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.9796447754s, input_fired_time: 1.0712893009, output_fired_time: 0.7375885248, propagate_forward_time: 45.3011054993, propagate_backward_time: 64.6419067383, weight_update_time: 0.1163256094, other_time: 2.2277526855
epoch time: 8.8772363663s, input_fired_time: 0.1081734449, output_fired_time: 0.0000000000, propagate_forward_time: 8.4062337875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628292084
validation[          , genome  7118] predictions:    9705/  10000 (97.05%), best:    9754/10000 (97.54%), error:       904.49017, best error:       832.42938 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 126.3008422852s, input_fired_time: 1.1402636766, output_fired_time: 0.8052516580, propagate_forward_time: 50.3226852417, propagate_backward_time: 71.6350708008, weight_update_time: 0.1270661056, other_time: 2.3975677490
epoch time: 10.0296030045s, input_fired_time: 0.1228357255, output_fired_time: 0.0000000000, propagate_forward_time: 9.4846553802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221115112
validation[          , genome  7118] predictions:    9657/  10000 (96.57%), best:    9754/10000 (97.54%), error:      1079.09705, best error:       832.42938 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 123.3514251709s, input_fired_time: 1.1411672831, output_fired_time: 0.7850776315, propagate_forward_time: 49.1098251343, propagate_backward_time: 69.9639968872, weight_update_time: 0.1246984378, other_time: 2.3513565063
epoch time: 11.5173387527s, input_fired_time: 0.1345106661, output_fired_time: 0.0000000000, propagate_forward_time: 10.9319705963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508571625
validation[          , genome  7118] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       769.17761, best error:       769.17761 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 122.0065689087s, input_fired_time: 1.1100282669, output_fired_time: 0.7805068493, propagate_forward_time: 48.3906288147, propagate_backward_time: 69.4218597412, weight_update_time: 0.1230884641, other_time: 2.3035430908
epoch time: 8.8497648239s, input_fired_time: 0.1080422699, output_fired_time: 0.0000000000, propagate_forward_time: 8.3768358231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648862839
validation[          , genome  7118] predictions:    9766/  10000 (97.66%), best:    9771/10000 (97.71%), error:       782.75055, best error:       769.17761 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.9995498657s, input_fired_time: 1.0495330095, output_fired_time: 0.7182132006, propagate_forward_time: 43.9688835144, propagate_backward_time: 63.1138381958, weight_update_time: 0.1133693084, other_time: 2.1490859985
epoch time: 8.1001329422s, input_fired_time: 0.1037524939, output_fired_time: 0.0000000000, propagate_forward_time: 7.6567959785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395843506
validation[          , genome  7118] predictions:    9758/  10000 (97.58%), best:    9771/10000 (97.71%), error:       790.15515, best error:       769.17761 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 95.8383712769s, input_fired_time: 0.9656115770, output_fired_time: 0.6364077926, propagate_forward_time: 38.2111892700, propagate_backward_time: 54.0955581665, weight_update_time: 0.1007194221, other_time: 1.9296035767
epoch time: 11.5190486908s, input_fired_time: 0.1358074397, output_fired_time: 0.0000000000, propagate_forward_time: 10.9324703217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4507713318
validation[          , genome  7118] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       759.56238, best error:       759.56238 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.6684341431s, input_fired_time: 1.0651918650, output_fired_time: 0.7266167998, propagate_forward_time: 44.5364494324, propagate_backward_time: 63.1700134277, weight_update_time: 0.1152967811, other_time: 2.1701660156
epoch time: 11.3819913864s, input_fired_time: 0.1347532570, output_fired_time: 0.0000000000, propagate_forward_time: 10.8041782379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430599213
validation[          , genome  7118] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       792.58264, best error:       759.56238 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 123.1511077881s, input_fired_time: 1.1286734343, output_fired_time: 0.7897458076, propagate_forward_time: 49.3466987610, propagate_backward_time: 69.5504150391, weight_update_time: 0.1233174726, other_time: 2.3355712891
epoch time: 11.4253063202s, input_fired_time: 0.1351355910, output_fired_time: 0.0000000000, propagate_forward_time: 10.8284015656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617691040
validation[          , genome  7118] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       738.28754, best error:       738.28754 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 101.9004898071s, input_fired_time: 1.0037724972, output_fired_time: 0.6731855869, propagate_forward_time: 40.5774040222, propagate_backward_time: 57.6231803894, weight_update_time: 0.1057137847, other_time: 2.0229492188
epoch time: 6.7683353424s, input_fired_time: 0.0878814086, output_fired_time: 0.0000000000, propagate_forward_time: 6.3834695816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969841957
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9787/10000 (97.87%), error:       813.33698, best error:       738.28754 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 121.1914367676s, input_fired_time: 1.1121155024, output_fired_time: 0.7763760686, propagate_forward_time: 47.8447113037, propagate_backward_time: 69.1574172974, weight_update_time: 0.1223172471, other_time: 2.3008193970
epoch time: 10.7456798553s, input_fired_time: 0.1300779134, output_fired_time: 0.0000000000, propagate_forward_time: 10.1878499985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4277515411
validation[          , genome  7118] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       724.48871, best error:       724.48871 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 105.8143539429s, input_fired_time: 1.0263106823, output_fired_time: 0.6935275793, propagate_forward_time: 42.0493736267, propagate_backward_time: 59.9695167542, weight_update_time: 0.1092660129, other_time: 2.0756225586
epoch time: 10.0324306488s, input_fired_time: 0.1240071133, output_fired_time: 0.0000000000, propagate_forward_time: 9.5036983490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4047250748
validation[          , genome  7118] predictions:    9758/  10000 (97.58%), best:    9793/10000 (97.93%), error:       778.67023, best error:       724.48871 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 113.5941085815s, input_fired_time: 1.0802119970, output_fired_time: 0.7391986847, propagate_forward_time: 45.5241813660, propagate_backward_time: 64.0626525879, weight_update_time: 0.1158493012, other_time: 2.1878662109
epoch time: 7.1843609810s, input_fired_time: 0.0962672085, output_fired_time: 0.0000000000, propagate_forward_time: 6.7743988037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136949539
validation[          , genome  7118] predictions:    9762/  10000 (97.62%), best:    9793/10000 (97.93%), error:       798.81427, best error:       724.48871 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 119.8753280640s, input_fired_time: 1.1108216047, output_fired_time: 0.7696853876, propagate_forward_time: 47.8854446411, propagate_backward_time: 67.8090515137, weight_update_time: 0.1210132688, other_time: 2.3003234863
epoch time: 9.9090757370s, input_fired_time: 0.1216490269, output_fired_time: 0.0000000000, propagate_forward_time: 9.3704862595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169406891
validation[          , genome  7118] predictions:    9789/  10000 (97.89%), best:    9793/10000 (97.93%), error:       740.28900, best error:       724.48871 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 101.6595153809s, input_fired_time: 1.0007482767, output_fired_time: 0.6683673263, propagate_forward_time: 40.3929328918, propagate_backward_time: 57.5710067749, weight_update_time: 0.1053187996, other_time: 2.0264625549
epoch time: 6.7493028641s, input_fired_time: 0.0931765437, output_fired_time: 0.0000000000, propagate_forward_time: 6.3500308990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060956001
validation[          , genome  7118] predictions:    9720/  10000 (97.20%), best:    9793/10000 (97.93%), error:       892.65277, best error:       724.48871 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 101.6000137329s, input_fired_time: 1.0213546753, output_fired_time: 0.6705231667, propagate_forward_time: 40.4777450562, propagate_backward_time: 57.3323593140, weight_update_time: 0.1087559611, other_time: 2.0980300903
epoch time: 11.6186170578s, input_fired_time: 0.1381322145, output_fired_time: 0.0000000000, propagate_forward_time: 11.0282363892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522485733
validation[          , genome  7118] predictions:    9768/  10000 (97.68%), best:    9793/10000 (97.93%), error:       782.76562, best error:       724.48871 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.0849761963s, input_fired_time: 1.1177196503, output_fired_time: 0.7674123049, propagate_forward_time: 47.5722007751, propagate_backward_time: 68.3361282349, weight_update_time: 0.1211154535, other_time: 2.2915115356
epoch time: 10.8667039871s, input_fired_time: 0.1315456927, output_fired_time: 0.0000000000, propagate_forward_time: 10.3052635193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298944473
validation[          , genome  7118] predictions:    9730/  10000 (97.30%), best:    9793/10000 (97.93%), error:       792.06647, best error:       724.48871 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 109.4594573975s, input_fired_time: 1.0493043661, output_fired_time: 0.7133771181, propagate_forward_time: 43.5118827820, propagate_backward_time: 62.0767440796, weight_update_time: 0.1110575944, other_time: 2.1081466675
epoch time: 7.3501620293s, input_fired_time: 0.0982030109, output_fired_time: 0.0000000000, propagate_forward_time: 6.9321870804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197717667
validation[          , genome  7118] predictions:    9741/  10000 (97.41%), best:    9793/10000 (97.93%), error:       835.79266, best error:       724.48871 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 122.4870834351s, input_fired_time: 1.1291396618, output_fired_time: 0.7807095051, propagate_forward_time: 48.8595046997, propagate_backward_time: 69.3882522583, weight_update_time: 0.1238852888, other_time: 2.3294754028
epoch time: 10.8258142471s, input_fired_time: 0.1299237609, output_fired_time: 0.0000000000, propagate_forward_time: 10.2703990936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254913330
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9793/10000 (97.93%), error:       856.43207, best error:       724.48871 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.2270431519s, input_fired_time: 1.1265288591, output_fired_time: 0.7832701206, propagate_forward_time: 48.4948310852, propagate_backward_time: 69.5022430420, weight_update_time: 0.1213380098, other_time: 2.3201751709
epoch time: 6.8604488373s, input_fired_time: 0.0913424939, output_fired_time: 0.0000000000, propagate_forward_time: 6.4603824615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087239265
validation[          , genome  7118] predictions:    9769/  10000 (97.69%), best:    9793/10000 (97.93%), error:       771.46893, best error:       724.48871 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 124.3333663940s, input_fired_time: 1.1423432827, output_fired_time: 0.7905653119, propagate_forward_time: 49.5545578003, propagate_backward_time: 70.4837570190, weight_update_time: 0.1254255027, other_time: 2.3621444702
epoch time: 10.8877573013s, input_fired_time: 0.1321014315, output_fired_time: 0.0000000000, propagate_forward_time: 10.3175992966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380569458
validation[          , genome  7118] predictions:    9729/  10000 (97.29%), best:    9793/10000 (97.93%), error:       828.99854, best error:       724.48871 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 101.8860397339s, input_fired_time: 1.0032366514, output_fired_time: 0.6665418744, propagate_forward_time: 40.2742805481, propagate_backward_time: 57.9495506287, weight_update_time: 0.1044785529, other_time: 1.9924316406
epoch time: 8.3558206558s, input_fired_time: 0.1089232415, output_fired_time: 0.0000000000, propagate_forward_time: 7.8889570236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3579406738
validation[          , genome  7118] predictions:    9751/  10000 (97.51%), best:    9793/10000 (97.93%), error:       825.80310, best error:       724.48871 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 127.7619400024s, input_fired_time: 1.1589198112, output_fired_time: 0.8047523499, propagate_forward_time: 50.9091339111, propagate_backward_time: 72.4775772095, weight_update_time: 0.1288845241, other_time: 2.4115524292
epoch time: 8.6862897873s, input_fired_time: 0.1091896594, output_fired_time: 0.0000000000, propagate_forward_time: 8.2175178528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3595819473
validation[          , genome  7118] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       687.22015, best error:       687.22015 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 123.3124618530s, input_fired_time: 1.1276628971, output_fired_time: 0.7740892172, propagate_forward_time: 49.2258148193, propagate_backward_time: 69.8684921265, weight_update_time: 0.1230041012, other_time: 2.3164062500
epoch time: 9.5978698730s, input_fired_time: 0.1195622608, output_fired_time: 0.0000000000, propagate_forward_time: 9.0900802612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882274628
validation[          , genome  7118] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       670.33850, best error:       670.33850 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 115.4590911865s, input_fired_time: 1.1172831059, output_fired_time: 0.7431443334, propagate_forward_time: 45.8731269836, propagate_backward_time: 65.3764190674, weight_update_time: 0.1568756104, other_time: 2.3491210938
epoch time: 12.2235355377s, input_fired_time: 0.1614478976, output_fired_time: 0.0000000000, propagate_forward_time: 11.5798759460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822120667
validation[          , genome  7118] predictions:    9754/  10000 (97.54%), best:    9788/10000 (97.88%), error:       782.08234, best error:       670.33850 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 127.2817306519s, input_fired_time: 1.1642723083, output_fired_time: 0.8304647803, propagate_forward_time: 50.7166366577, propagate_backward_time: 72.1206665039, weight_update_time: 0.1243277788, other_time: 2.4496917725
epoch time: 11.3197546005s, input_fired_time: 0.1344489008, output_fired_time: 0.0000000000, propagate_forward_time: 10.7504005432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349050522
validation[          , genome  7118] predictions:    9778/  10000 (97.78%), best:    9788/10000 (97.88%), error:       715.07562, best error:       670.33850 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 112.2004852295s, input_fired_time: 1.0800982714, output_fired_time: 0.7183212638, propagate_forward_time: 44.5925331116, propagate_backward_time: 63.6482238770, weight_update_time: 0.1133745462, other_time: 2.1613006592
epoch time: 9.0535659790s, input_fired_time: 0.1157319769, output_fired_time: 0.0000000000, propagate_forward_time: 8.5648698807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729639053
validation[          , genome  7118] predictions:    9737/  10000 (97.37%), best:    9788/10000 (97.88%), error:       838.37848, best error:       670.33850 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 104.9782714844s, input_fired_time: 1.0314058065, output_fired_time: 0.7096316814, propagate_forward_time: 41.6583709717, propagate_backward_time: 59.5443115234, weight_update_time: 0.1054176167, other_time: 2.0345535278
epoch time: 11.2893037796s, input_fired_time: 0.1327023208, output_fired_time: 0.0000000000, propagate_forward_time: 10.7219371796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346647263
validation[          , genome  7118] predictions:    9769/  10000 (97.69%), best:    9788/10000 (97.88%), error:       705.45044, best error:       670.33850 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 126.9999008179s, input_fired_time: 1.1866110563, output_fired_time: 0.8117045164, propagate_forward_time: 50.6824874878, propagate_backward_time: 71.9519042969, weight_update_time: 0.1248086244, other_time: 2.3671951294
epoch time: 9.8659324646s, input_fired_time: 0.1202547997, output_fired_time: 0.0000000000, propagate_forward_time: 9.3386249542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4070529938
validation[          , genome  7118] predictions:    9755/  10000 (97.55%), best:    9788/10000 (97.88%), error:       834.14789, best error:       670.33850 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.7653350830s, input_fired_time: 1.0881999731, output_fired_time: 0.7605656385, propagate_forward_time: 46.4069023132, propagate_backward_time: 66.2645034790, weight_update_time: 0.1180623919, other_time: 2.2451553345
epoch time: 10.2359361649s, input_fired_time: 0.1256136745, output_fired_time: 0.0000000000, propagate_forward_time: 9.6947031021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156198502
validation[          , genome  7118] predictions:    9786/  10000 (97.86%), best:    9788/10000 (97.88%), error:       689.60992, best error:       670.33850 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.7450942993s, input_fired_time: 1.0849426985, output_fired_time: 0.7258796096, propagate_forward_time: 41.2405281067, propagate_backward_time: 58.5893402100, weight_update_time: 0.1272613108, other_time: 2.1044044495
epoch time: 7.1107730865s, input_fired_time: 0.0922372490, output_fired_time: 0.0000000000, propagate_forward_time: 6.7074642181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110713959
validation[          , genome  7118] predictions:    9745/  10000 (97.45%), best:    9788/10000 (97.88%), error:       860.62323, best error:       670.33850 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 123.9861373901s, input_fired_time: 1.1572066545, output_fired_time: 0.7951928973, propagate_forward_time: 49.1927452087, propagate_backward_time: 70.5309600830, weight_update_time: 0.1227555424, other_time: 2.3100280762
epoch time: 11.4841480255s, input_fired_time: 0.1380425692, output_fired_time: 0.0000000000, propagate_forward_time: 10.9022436142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438619614
validation[          , genome  7118] predictions:    9719/  10000 (97.19%), best:    9788/10000 (97.88%), error:       918.31653, best error:       670.33850 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 117.2222900391s, input_fired_time: 1.1263434887, output_fired_time: 0.7780320048, propagate_forward_time: 46.5132789612, propagate_backward_time: 66.5111007690, weight_update_time: 0.1381836385, other_time: 2.2935409546
epoch time: 10.0998229980s, input_fired_time: 0.1234740615, output_fired_time: 0.0000000000, propagate_forward_time: 9.5732564926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030923843
validation[          , genome  7118] predictions:    9798/  10000 (97.98%), best:    9788/10000 (97.88%), error:       714.22235, best error:       670.33850 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 112.9448089600s, input_fired_time: 1.1068397760, output_fired_time: 0.7165969014, propagate_forward_time: 44.8366508484, propagate_backward_time: 64.0742874146, weight_update_time: 0.1131011620, other_time: 2.2104263306
epoch time: 11.8020524979s, input_fired_time: 0.1392518729, output_fired_time: 0.0000000000, propagate_forward_time: 11.2071990967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4556016922
validation[          , genome  7118] predictions:    9741/  10000 (97.41%), best:    9788/10000 (97.88%), error:       819.66046, best error:       670.33850 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 98.8585739136s, input_fired_time: 1.0026186705, output_fired_time: 0.6398249269, propagate_forward_time: 39.3760375977, propagate_backward_time: 55.7879257202, weight_update_time: 0.1005622447, other_time: 2.0521697998
epoch time: 11.7566099167s, input_fired_time: 0.1387076825, output_fired_time: 0.0000000000, propagate_forward_time: 11.1477518082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701499939
validation[          , genome  7118] predictions:    9694/  10000 (96.94%), best:    9788/10000 (97.88%), error:       942.53528, best error:       670.33850 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 120.8618850708s, input_fired_time: 1.1135352850, output_fired_time: 0.7777832747, propagate_forward_time: 47.9390678406, propagate_backward_time: 68.6703491211, weight_update_time: 0.1197009683, other_time: 2.3611450195
epoch time: 10.2317352295s, input_fired_time: 0.1238508970, output_fired_time: 0.0000000000, propagate_forward_time: 9.6727046967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4351797104
validation[          , genome  7118] predictions:    9712/  10000 (97.12%), best:    9788/10000 (97.88%), error:       912.53180, best error:       670.33850 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 110.9484558105s, input_fired_time: 1.0873458385, output_fired_time: 0.7457319498, propagate_forward_time: 44.0575294495, propagate_backward_time: 62.9086341858, weight_update_time: 0.1123853624, other_time: 2.1492118835
epoch time: 9.0984315872s, input_fired_time: 0.1149708927, output_fired_time: 0.0000000000, propagate_forward_time: 8.6138734818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695869446
validation[          , genome  7118] predictions:    9782/  10000 (97.82%), best:    9788/10000 (97.88%), error:       747.03735, best error:       670.33850 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 117.3743820190s, input_fired_time: 1.1015506983, output_fired_time: 0.7796771526, propagate_forward_time: 46.6536598206, propagate_backward_time: 66.5705871582, weight_update_time: 0.1178974137, other_time: 2.2689056396
epoch time: 11.8091344833s, input_fired_time: 0.1402018815, output_fired_time: 0.0000000000, propagate_forward_time: 11.2169589996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519739151
validation[          , genome  7118] predictions:    9799/  10000 (97.99%), best:    9788/10000 (97.88%), error:       684.74634, best error:       670.33850 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 129.4700469971s, input_fired_time: 1.1658066511, output_fired_time: 0.8042687178, propagate_forward_time: 51.8174743652, propagate_backward_time: 73.2860336304, weight_update_time: 0.1276039332, other_time: 2.3964691162
epoch time: 10.2951498032s, input_fired_time: 0.1272188127, output_fired_time: 0.0000000000, propagate_forward_time: 9.7591886520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087419510
validation[          , genome  7118] predictions:    9793/  10000 (97.93%), best:    9788/10000 (97.88%), error:       702.95312, best error:       670.33850 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 119.7451553345s, input_fired_time: 1.1099400520, output_fired_time: 0.7499229312, propagate_forward_time: 47.5894699097, propagate_backward_time: 68.0167312622, weight_update_time: 0.1183381379, other_time: 2.2790908813
epoch time: 11.9581842422s, input_fired_time: 0.1437028199, output_fired_time: 0.0000000000, propagate_forward_time: 11.3299417496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4845399857
validation[          , genome  7118] predictions:    9798/  10000 (97.98%), best:    9788/10000 (97.88%), error:       694.51984, best error:       670.33850 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 129.0429992676s, input_fired_time: 1.1979329586, output_fired_time: 0.8309704065, propagate_forward_time: 51.4219932556, propagate_backward_time: 73.1213073730, weight_update_time: 0.1279136389, other_time: 2.4707946777
epoch time: 7.0167646408s, input_fired_time: 0.1116673872, output_fired_time: 0.0000000000, propagate_forward_time: 6.6004872322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046102524
validation[          , genome  7118] predictions:    9777/  10000 (97.77%), best:    9788/10000 (97.88%), error:       728.44379, best error:       670.33850 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 126.5945129395s, input_fired_time: 1.2054480314, output_fired_time: 0.8161097169, propagate_forward_time: 50.4183502197, propagate_backward_time: 71.7741470337, weight_update_time: 0.1451543421, other_time: 2.3804626465
epoch time: 8.7132110596s, input_fired_time: 0.1124333888, output_fired_time: 0.0000000000, propagate_forward_time: 8.2062702179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945074081
validation[          , genome  7118] predictions:    9781/  10000 (97.81%), best:    9788/10000 (97.88%), error:       733.92065, best error:       670.33850 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 106.2241668701s, input_fired_time: 1.0347135067, output_fired_time: 0.6810182333, propagate_forward_time: 42.2010536194, propagate_backward_time: 60.2372322083, weight_update_time: 0.1075363010, other_time: 2.0701522827
epoch time: 6.8884997368s, input_fired_time: 0.0939996541, output_fired_time: 0.0000000000, propagate_forward_time: 6.4991407394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953591347
validation[          , genome  7118] predictions:    9798/  10000 (97.98%), best:    9788/10000 (97.88%), error:       676.67029, best error:       670.33850 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 123.0902404785s, input_fired_time: 1.1646522284, output_fired_time: 0.7794469595, propagate_forward_time: 49.0209159851, propagate_backward_time: 69.8057937622, weight_update_time: 0.1229925677, other_time: 2.3194351196
epoch time: 10.0677089691s, input_fired_time: 0.1275809854, output_fired_time: 0.0000000000, propagate_forward_time: 9.5300636292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100646973
validation[          , genome  7118] predictions:    9711/  10000 (97.11%), best:    9788/10000 (97.88%), error:       920.31519, best error:       670.33850 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 127.9211196899s, input_fired_time: 1.1742511988, output_fired_time: 0.8014305234, propagate_forward_time: 51.1376304626, propagate_backward_time: 72.4122161865, weight_update_time: 0.1282116920, other_time: 2.3955993652
epoch time: 10.1736898422s, input_fired_time: 0.1250147969, output_fired_time: 0.0000000000, propagate_forward_time: 9.6493577957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993167877
validation[          , genome  7118] predictions:    9782/  10000 (97.82%), best:    9788/10000 (97.88%), error:       727.74438, best error:       670.33850 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 123.3384246826s, input_fired_time: 1.1551067829, output_fired_time: 0.7834530473, propagate_forward_time: 49.5411567688, propagate_backward_time: 69.4404525757, weight_update_time: 0.1247361228, other_time: 2.4182510376
epoch time: 10.9983320236s, input_fired_time: 0.1364684403, output_fired_time: 0.0000000000, propagate_forward_time: 10.4028873444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589757919
validation[          , genome  7118] predictions:    9742/  10000 (97.42%), best:    9788/10000 (97.88%), error:       854.11243, best error:       670.33850 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 113.0278167725s, input_fired_time: 1.1045160294, output_fired_time: 0.7442550659, propagate_forward_time: 45.1204071045, propagate_backward_time: 63.8908386230, weight_update_time: 0.1143240258, other_time: 2.1678009033
epoch time: 9.2304553986s, input_fired_time: 0.1171386987, output_fired_time: 0.0000000000, propagate_forward_time: 8.7387571335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745594025
validation[          , genome  7118] predictions:    9736/  10000 (97.36%), best:    9788/10000 (97.88%), error:       876.46820, best error:       670.33850 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 121.8980407715s, input_fired_time: 1.1734614372, output_fired_time: 0.7931830883, propagate_forward_time: 48.4696655273, propagate_backward_time: 69.1679000854, weight_update_time: 0.1217820197, other_time: 2.2938308716
epoch time: 11.7660293579s, input_fired_time: 0.1406426132, output_fired_time: 0.0000000000, propagate_forward_time: 11.1714658737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539213181
validation[          , genome  7118] predictions:    9760/  10000 (97.60%), best:    9788/10000 (97.88%), error:       803.22443, best error:       670.33850 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 117.3773651123s, input_fired_time: 1.1258718967, output_fired_time: 0.7705075741, propagate_forward_time: 46.6162261963, propagate_backward_time: 66.6168136597, weight_update_time: 0.1172458455, other_time: 2.2479476929
epoch time: 9.0683937073s, input_fired_time: 0.1154388711, output_fired_time: 0.0000000000, propagate_forward_time: 8.5871171951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658380508
validation[          , genome  7118] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       668.00244, best error:       668.00244 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 112.4327850342s, input_fired_time: 1.0900990963, output_fired_time: 0.7233757377, propagate_forward_time: 44.7955055237, propagate_backward_time: 63.6487846375, weight_update_time: 0.1153867841, other_time: 2.1750221252
epoch time: 10.7529935837s, input_fired_time: 0.1332551986, output_fired_time: 0.0000000000, propagate_forward_time: 10.1936702728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260683060
validation[          , genome  7118] predictions:    9776/  10000 (97.76%), best:    9782/10000 (97.82%), error:       718.45728, best error:       668.00244 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 107.1710052490s, input_fired_time: 1.0845193863, output_fired_time: 0.6938188076, propagate_forward_time: 42.6453323364, propagate_backward_time: 60.5738639832, weight_update_time: 0.1109506488, other_time: 2.1734733582
epoch time: 6.9028887749s, input_fired_time: 0.0934171826, output_fired_time: 0.0000000000, propagate_forward_time: 6.4832973480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261742592
validation[          , genome  7118] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       736.83759, best error:       668.00244 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 105.5631713867s, input_fired_time: 1.0803676844, output_fired_time: 0.6800119877, propagate_forward_time: 42.1697692871, propagate_backward_time: 59.5444183350, weight_update_time: 0.1076837853, other_time: 2.0886001587
epoch time: 10.2789955139s, input_fired_time: 0.1302513927, output_fired_time: 0.0000000000, propagate_forward_time: 9.7385807037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101638794
validation[          , genome  7118] predictions:    9804/  10000 (98.04%), best:    9782/10000 (97.82%), error:       672.94287, best error:       668.00244 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.2530593872s, input_fired_time: 1.1436343193, output_fired_time: 0.7583565712, propagate_forward_time: 47.7691116333, propagate_backward_time: 67.3518218994, weight_update_time: 0.1169912741, other_time: 2.2301406860
epoch time: 11.3304033279s, input_fired_time: 0.1393351704, output_fired_time: 0.0000000000, propagate_forward_time: 10.7479743958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430932999
validation[          , genome  7118] predictions:    9762/  10000 (97.62%), best:    9782/10000 (97.82%), error:       792.47711, best error:       668.00244 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.5841064453s, input_fired_time: 1.1378080845, output_fired_time: 0.7524734735, propagate_forward_time: 47.5600891113, propagate_backward_time: 67.8440704346, weight_update_time: 0.1184121594, other_time: 2.2896652222
epoch time: 6.7558255196s, input_fired_time: 0.0973278955, output_fired_time: 0.0000000000, propagate_forward_time: 6.3562517166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022460938
validation[          , genome  7118] predictions:    9767/  10000 (97.67%), best:    9782/10000 (97.82%), error:       739.07812, best error:       668.00244 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 120.2019577026s, input_fired_time: 1.1233298779, output_fired_time: 0.7566623092, propagate_forward_time: 48.1425628662, propagate_backward_time: 67.8955459595, weight_update_time: 0.1205232739, other_time: 2.2838592529
epoch time: 6.8779058456s, input_fired_time: 0.0933563635, output_fired_time: 0.0000000000, propagate_forward_time: 6.4931559563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913937569
validation[          , genome  7118] predictions:    9784/  10000 (97.84%), best:    9782/10000 (97.82%), error:       697.81665, best error:       668.00244 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 124.5985260010s, input_fired_time: 1.1521122456, output_fired_time: 0.7745994329, propagate_forward_time: 49.9672355652, propagate_backward_time: 70.3199768066, weight_update_time: 0.1238883659, other_time: 2.3845977783
epoch time: 11.2347326279s, input_fired_time: 0.1375182569, output_fired_time: 0.0000000000, propagate_forward_time: 10.6616010666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356136322
validation[          , genome  7118] predictions:    9754/  10000 (97.54%), best:    9782/10000 (97.82%), error:       792.67493, best error:       668.00244 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 128.7666778564s, input_fired_time: 1.1953663826, output_fired_time: 0.7991884351, propagate_forward_time: 51.4283523560, propagate_backward_time: 72.8515777588, weight_update_time: 0.1267692298, other_time: 2.4921951294
epoch time: 10.9027261734s, input_fired_time: 0.1321198642, output_fired_time: 0.0000000000, propagate_forward_time: 10.2839879990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4866180420
validation[          , genome  7118] predictions:    9789/  10000 (97.89%), best:    9782/10000 (97.82%), error:       741.32538, best error:       668.00244 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 123.1750335693s, input_fired_time: 1.1699630022, output_fired_time: 0.7769865394, propagate_forward_time: 49.1545677185, propagate_backward_time: 69.6837463379, weight_update_time: 0.1241120622, other_time: 2.3897705078
epoch time: 10.2892284393s, input_fired_time: 0.1308043599, output_fired_time: 0.0000000000, propagate_forward_time: 9.7461471558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122772217
validation[          , genome  7118] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       700.25958, best error:       668.00244 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 132.2055816650s, input_fired_time: 1.2152408361, output_fired_time: 0.8421624303, propagate_forward_time: 53.0950546265, propagate_backward_time: 74.6219329834, weight_update_time: 0.1292703450, other_time: 2.4311904907
epoch time: 8.9228925705s, input_fired_time: 0.1137706861, output_fired_time: 0.0000000000, propagate_forward_time: 8.4300060272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791160583
validation[          , genome  7118] predictions:    9791/  10000 (97.91%), best:    9782/10000 (97.82%), error:       693.60565, best error:       668.00244 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 130.2351226807s, input_fired_time: 1.2395939827, output_fired_time: 0.8052378893, propagate_forward_time: 52.0124435425, propagate_backward_time: 73.7941207886, weight_update_time: 0.1276881695, other_time: 2.3837280273
epoch time: 11.4436712265s, input_fired_time: 0.1376912743, output_fired_time: 0.0000000000, propagate_forward_time: 10.8501977921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557819366
validation[          , genome  7118] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       725.33264, best error:       668.00244 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 112.6782760620s, input_fired_time: 1.0861346722, output_fired_time: 0.7180873156, propagate_forward_time: 44.7312660217, propagate_backward_time: 63.9663429260, weight_update_time: 0.1149190590, other_time: 2.1764488220
epoch time: 11.3198289871s, input_fired_time: 0.1397117227, output_fired_time: 0.0000000000, propagate_forward_time: 10.7183017731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618158340
validation[          , genome  7118] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       638.16180, best error:       638.16180 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 109.0027465820s, input_fired_time: 1.0848046541, output_fired_time: 0.6966162324, propagate_forward_time: 43.4321327209, propagate_backward_time: 61.6568717957, weight_update_time: 0.1120620295, other_time: 2.1323165894
epoch time: 10.9618692398s, input_fired_time: 0.1365335584, output_fired_time: 0.0000000000, propagate_forward_time: 10.3878602982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374752045
validation[          , genome  7118] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       712.28748, best error:       638.16180 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 117.2928466797s, input_fired_time: 1.1112635136, output_fired_time: 0.7406693101, propagate_forward_time: 46.7607421875, propagate_backward_time: 66.4044570923, weight_update_time: 0.1187901273, other_time: 2.2757110596
epoch time: 10.8608818054s, input_fired_time: 0.1399934739, output_fired_time: 0.0000000000, propagate_forward_time: 10.2941465378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267416000
validation[          , genome  7118] predictions:    9780/  10000 (97.80%), best:    9805/10000 (98.05%), error:       749.82684, best error:       638.16180 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 125.6650314331s, input_fired_time: 1.1897791624, output_fired_time: 0.8320819736, propagate_forward_time: 49.8348121643, propagate_backward_time: 71.4840011597, weight_update_time: 0.1245585680, other_time: 2.3243484497
epoch time: 7.5257186890s, input_fired_time: 0.1005063877, output_fired_time: 0.0000000000, propagate_forward_time: 7.1162109375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090014458
validation[          , genome  7118] predictions:    9768/  10000 (97.68%), best:    9805/10000 (98.05%), error:       802.89911, best error:       638.16180 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 115.5691833496s, input_fired_time: 1.1088355780, output_fired_time: 0.7450118065, propagate_forward_time: 46.0638008118, propagate_backward_time: 65.4216156006, weight_update_time: 0.1190530211, other_time: 2.2299194336
epoch time: 10.8630313873s, input_fired_time: 0.1361135095, output_fired_time: 0.0000000000, propagate_forward_time: 10.2959499359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309682846
validation[          , genome  7118] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       734.61456, best error:       638.16180 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 116.2735443115s, input_fired_time: 1.1210756302, output_fired_time: 0.7501335740, propagate_forward_time: 46.6088294983, propagate_backward_time: 65.5889739990, weight_update_time: 0.1173775718, other_time: 2.2045288086
epoch time: 10.7527837753s, input_fired_time: 0.1358697563, output_fired_time: 0.0000000000, propagate_forward_time: 10.1913185120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255952835
validation[          , genome  7118] predictions:    9772/  10000 (97.72%), best:    9805/10000 (98.05%), error:       717.24005, best error:       638.16180 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 117.8386077881s, input_fired_time: 1.1314685345, output_fired_time: 0.7509344220, propagate_forward_time: 46.9270401001, propagate_backward_time: 66.7909317017, weight_update_time: 0.1185480803, other_time: 2.2382354736
epoch time: 11.5731191635s, input_fired_time: 0.1447433084, output_fired_time: 0.0000000000, propagate_forward_time: 10.9757146835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526615143
validation[          , genome  7118] predictions:    9772/  10000 (97.72%), best:    9805/10000 (98.05%), error:       726.59735, best error:       638.16180 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 110.3164672852s, input_fired_time: 1.0863791704, output_fired_time: 0.7190997005, propagate_forward_time: 44.0434417725, propagate_backward_time: 62.3432426453, weight_update_time: 0.1118586808, other_time: 2.1243019104
epoch time: 10.5276260376s, input_fired_time: 0.1327473521, output_fired_time: 0.0000000000, propagate_forward_time: 9.9777889252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4170894623
validation[          , genome  7118] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       717.85138, best error:       638.16180 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 126.1854171753s, input_fired_time: 1.1929355860, output_fired_time: 0.8011310101, propagate_forward_time: 50.5062484741, propagate_backward_time: 71.3161087036, weight_update_time: 0.1263388395, other_time: 2.3689956665
epoch time: 10.9927644730s, input_fired_time: 0.1371724159, output_fired_time: 0.0000000000, propagate_forward_time: 10.4244089127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311828613
validation[          , genome  7118] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       691.60675, best error:       638.16180 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 118.1624832153s, input_fired_time: 1.1396944523, output_fired_time: 0.7620708942, propagate_forward_time: 47.0747222900, propagate_backward_time: 66.9486389160, weight_update_time: 0.1188598946, other_time: 2.2373580933
epoch time: 9.8886556625s, input_fired_time: 0.1305496693, output_fired_time: 0.0000000000, propagate_forward_time: 9.3556137085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024925232
validation[          , genome  7118] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       670.40363, best error:       638.16180 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 125.0830001831s, input_fired_time: 1.1683259010, output_fired_time: 0.7854464054, propagate_forward_time: 50.1745262146, propagate_backward_time: 70.6046142578, weight_update_time: 0.1270787716, other_time: 2.3500823975
epoch time: 11.0410394669s, input_fired_time: 0.1380863637, output_fired_time: 0.0000000000, propagate_forward_time: 10.4711399078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318132401
validation[          , genome  7118] predictions:    9797/  10000 (97.97%), best:    9805/10000 (98.05%), error:       684.91040, best error:       638.16180 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 134.6031341553s, input_fired_time: 1.2230256796, output_fired_time: 0.8432443738, propagate_forward_time: 53.8116607666, propagate_backward_time: 76.2391357422, weight_update_time: 0.1338645518, other_time: 2.4860687256
epoch time: 11.6245517731s, input_fired_time: 0.1450407356, output_fired_time: 0.0000000000, propagate_forward_time: 11.0257759094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4537353516
validation[          , genome  7118] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       652.84796, best error:       638.16180 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 114.8910522461s, input_fired_time: 1.1121435165, output_fired_time: 0.7428446412, propagate_forward_time: 45.8205871582, propagate_backward_time: 65.0387039185, weight_update_time: 0.1164794937, other_time: 2.1767730713
epoch time: 11.0521306992s, input_fired_time: 0.1394886225, output_fired_time: 0.0000000000, propagate_forward_time: 10.4784173965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342250824
validation[          , genome  7118] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       743.77069, best error:       638.16180 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 121.2484817505s, input_fired_time: 1.1407740116, output_fired_time: 0.7673136592, propagate_forward_time: 48.1791877747, propagate_backward_time: 68.8725585938, weight_update_time: 0.1221711338, other_time: 2.2886505127
epoch time: 10.5808277130s, input_fired_time: 0.1347167939, output_fired_time: 0.0000000000, propagate_forward_time: 10.0262889862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198217392
validation[          , genome  7118] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       736.11481, best error:       638.16180 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 125.7140426636s, input_fired_time: 1.1807657480, output_fired_time: 0.7981362939, propagate_forward_time: 50.4297828674, propagate_backward_time: 70.9560241699, weight_update_time: 0.1254122704, other_time: 2.3493347168
epoch time: 9.4386329651s, input_fired_time: 0.1414498389, output_fired_time: 0.0000000000, propagate_forward_time: 8.9209623337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762207031
validation[          , genome  7118] predictions:    9796/  10000 (97.96%), best:    9805/10000 (98.05%), error:       688.57849, best error:       638.16180 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 121.0220184326s, input_fired_time: 1.1646873951, output_fired_time: 0.7849681973, propagate_forward_time: 48.1281204224, propagate_backward_time: 68.6643753052, weight_update_time: 0.1225592867, other_time: 2.2798690796
epoch time: 11.2161312103s, input_fired_time: 0.1390162855, output_fired_time: 0.0000000000, propagate_forward_time: 10.6394634247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376516342
validation[          , genome  7118] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       710.01617, best error:       638.16180 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 109.4874496460s, input_fired_time: 1.0991699696, output_fired_time: 0.7047493458, propagate_forward_time: 43.7076263428, propagate_backward_time: 61.8691635132, weight_update_time: 0.1112743393, other_time: 2.1067428589
epoch time: 10.7644729614s, input_fired_time: 0.1371179521, output_fired_time: 0.0000000000, propagate_forward_time: 10.2039155960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234390259
validation[          , genome  7118] predictions:    9788/  10000 (97.88%), best:    9805/10000 (98.05%), error:       683.03088, best error:       638.16180 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 125.1579742432s, input_fired_time: 1.1916462183, output_fired_time: 0.7922563553, propagate_forward_time: 49.9447250366, propagate_backward_time: 70.8722610474, weight_update_time: 0.1249651164, other_time: 2.3570861816
epoch time: 10.8500623703s, input_fired_time: 0.1375276744, output_fired_time: 0.0000000000, propagate_forward_time: 10.2811536789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313812256
validation[          , genome  7118] predictions:    9765/  10000 (97.65%), best:    9805/10000 (98.05%), error:       755.20789, best error:       638.16180 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.8165130615s, input_fired_time: 1.1870976686, output_fired_time: 0.7892645001, propagate_forward_time: 49.8787765503, propagate_backward_time: 70.5874099731, weight_update_time: 0.1249914691, other_time: 2.3739700317
epoch time: 11.3169584274s, input_fired_time: 0.1414618939, output_fired_time: 0.0000000000, propagate_forward_time: 10.7321949005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433012009
validation[          , genome  7118] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       629.76331, best error:       629.76331 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 119.8245773315s, input_fired_time: 1.1434551477, output_fired_time: 0.7578046918, propagate_forward_time: 47.7020721436, propagate_backward_time: 67.9277038574, weight_update_time: 0.1414189339, other_time: 2.2935409546
epoch time: 11.9534673691s, input_fired_time: 0.1469494402, output_fired_time: 0.0000000000, propagate_forward_time: 11.3450737000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614439011
validation[          , genome  7118] predictions:    9751/  10000 (97.51%), best:    9812/10000 (98.12%), error:       796.79370, best error:       629.76331 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 125.9208526611s, input_fired_time: 1.2213131189, output_fired_time: 0.7954524159, propagate_forward_time: 50.3631324768, propagate_backward_time: 71.2013473511, weight_update_time: 0.1257362515, other_time: 2.3396072388
epoch time: 10.0806913376s, input_fired_time: 0.1299192607, output_fired_time: 0.0000000000, propagate_forward_time: 9.5502262115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005460739
validation[          , genome  7118] predictions:    9771/  10000 (97.71%), best:    9812/10000 (98.12%), error:       765.40045, best error:       629.76331 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 131.1758880615s, input_fired_time: 1.2079705000, output_fired_time: 0.8257119656, propagate_forward_time: 52.4909133911, propagate_backward_time: 74.1767654419, weight_update_time: 0.1304758340, other_time: 2.4745178223
epoch time: 9.8140878677s, input_fired_time: 0.1270705462, output_fired_time: 0.0000000000, propagate_forward_time: 9.2927188873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3942985535
validation[          , genome  7118] predictions:    9795/  10000 (97.95%), best:    9812/10000 (98.12%), error:       693.30322, best error:       629.76331 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 127.1570739746s, input_fired_time: 1.1850752831, output_fired_time: 0.8068628311, propagate_forward_time: 50.8280601501, propagate_backward_time: 71.9818344116, weight_update_time: 0.1260983050, other_time: 2.3552474976
epoch time: 10.6103401184s, input_fired_time: 0.1379360110, output_fired_time: 0.0000000000, propagate_forward_time: 10.0506782532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217262268
validation[          , genome  7118] predictions:    9792/  10000 (97.92%), best:    9812/10000 (98.12%), error:       704.54993, best error:       629.76331 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 127.9524688721s, input_fired_time: 1.1944055557, output_fired_time: 0.8045916557, propagate_forward_time: 51.2395286560, propagate_backward_time: 72.3195037842, weight_update_time: 0.1289589703, other_time: 2.3944396973
epoch time: 11.0039253235s, input_fired_time: 0.1387395114, output_fired_time: 0.0000000000, propagate_forward_time: 10.4291334152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4360523224
validation[          , genome  7118] predictions:    9753/  10000 (97.53%), best:    9812/10000 (98.12%), error:       786.74841, best error:       629.76331 on epoch:    95, 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: 54.3606452942s, input_fired_time: 0.6912868023, output_fired_time: 0.0000000000, propagate_forward_time: 51.4645957947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2047615051
best training[          , genome  7118] predictions:   49851/  50000 (99.70%), best:    9812/10000 (98.12%), error:       918.07190, best error:       629.76331 on epoch:    95, 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: 10.0868225098s, input_fired_time: 0.1298316568, output_fired_time: 0.0000000000, propagate_forward_time: 9.5525054932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044857025
   testing[          , genome  7118] predictions:    9840/  10000 (98.40%), best:    9812/10000 (98.12%), error:       542.80438, best error:       629.76331 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:45:06 (1706): called boinc_finish(0)

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