Nameexact_genome_1512568488_43_6099_1
Workunit2601765
Created7 Dec 2017, 17:56:43 UTC
Sent7 Dec 2017, 18:02:31 UTC
Report deadline16 Dec 2017, 9:51:52 UTC
Received8 Dec 2017, 19:58:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time4 hours 10 min 23 sec
CPU time4 hours 9 min 50 sec
Validate stateValid
Credit2,164.82
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.12 MB
Peak swap size152.09 MB
Peak disk usage1.12 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
363, weight_update_time: 0.1400665790, other_time: 2.1916427612
epoch time: 10.9147348404s, input_fired_time: 0.1182710901, output_fired_time: 0.0000000000, propagate_forward_time: 10.4043016434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921623230
validation[          , genome  6099] predictions:    9668/  10000 (96.68%), best:    9692/10000 (96.92%), error:      1098.39099, best error:      1071.14563 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 139.1719970703s, input_fired_time: 1.0699132681, output_fired_time: 0.8788353205, propagate_forward_time: 52.5887832642, propagate_backward_time: 82.2861328125, weight_update_time: 0.1456996053, other_time: 2.3483352661
epoch time: 11.1853284836s, input_fired_time: 0.1201856360, output_fired_time: 0.0000000000, propagate_forward_time: 10.6042146683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609279633
validation[          , genome  6099] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1026.57764, best error:      1026.57764 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 136.6791381836s, input_fired_time: 1.0818852186, output_fired_time: 0.8499103189, propagate_forward_time: 51.8097038269, propagate_backward_time: 80.6991043091, weight_update_time: 0.1509364992, other_time: 2.2385330200
epoch time: 10.8614645004s, input_fired_time: 0.1171635687, output_fired_time: 0.0000000000, propagate_forward_time: 10.3522052765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3920955658
validation[          , genome  6099] predictions:    9694/  10000 (96.94%), best:    9691/10000 (96.91%), error:      1034.38708, best error:      1026.57764 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 135.7155914307s, input_fired_time: 1.0392127037, output_fired_time: 0.8346672058, propagate_forward_time: 51.6552391052, propagate_backward_time: 80.0104064941, weight_update_time: 0.1386560500, other_time: 2.1760559082
epoch time: 10.8063230515s, input_fired_time: 0.1165697202, output_fired_time: 0.0000000000, propagate_forward_time: 10.3016901016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880634308
validation[          , genome  6099] predictions:    9680/  10000 (96.80%), best:    9691/10000 (96.91%), error:      1059.51086, best error:      1026.57764 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 135.7605590820s, input_fired_time: 1.0405995846, output_fired_time: 0.8310852647, propagate_forward_time: 51.6484870911, propagate_backward_time: 80.0675888062, weight_update_time: 0.1389105767, other_time: 2.1727981567
epoch time: 10.7991476059s, input_fired_time: 0.1178839877, output_fired_time: 0.0000000000, propagate_forward_time: 10.2920284271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892354965
validation[          , genome  6099] predictions:    9687/  10000 (96.87%), best:    9691/10000 (96.91%), error:      1084.21472, best error:      1026.57764 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 135.3377990723s, input_fired_time: 1.0407763720, output_fired_time: 0.8376872540, propagate_forward_time: 51.4589920044, propagate_backward_time: 79.8322906494, weight_update_time: 0.1384716779, other_time: 2.1680526733
epoch time: 10.8106651306s, input_fired_time: 0.1177258193, output_fired_time: 0.0000000000, propagate_forward_time: 10.3025903702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903493881
validation[          , genome  6099] predictions:    9628/  10000 (96.28%), best:    9691/10000 (96.91%), error:      1167.98840, best error:      1026.57764 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 136.0396118164s, input_fired_time: 1.0474144220, output_fired_time: 0.8567895293, propagate_forward_time: 51.6098213196, propagate_backward_time: 80.3466491699, weight_update_time: 0.1386068463, other_time: 2.1789398193
epoch time: 10.7782154083s, input_fired_time: 0.1186647862, output_fired_time: 0.0000000000, propagate_forward_time: 10.2706918716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888587952
validation[          , genome  6099] predictions:    9644/  10000 (96.44%), best:    9691/10000 (96.91%), error:      1199.41235, best error:      1026.57764 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 135.2900848389s, input_fired_time: 1.0461976528, output_fired_time: 0.8403248787, propagate_forward_time: 51.3858451843, propagate_backward_time: 79.8224639893, weight_update_time: 0.1381744146, other_time: 2.1952362061
epoch time: 10.8019237518s, input_fired_time: 0.1179343835, output_fired_time: 0.0000000000, propagate_forward_time: 10.2964086533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875808716
validation[          , genome  6099] predictions:    9706/  10000 (97.06%), best:    9706/10000 (97.06%), error:       965.11829, best error:       965.11829 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 135.4002075195s, input_fired_time: 1.0421680212, output_fired_time: 0.8346639872, propagate_forward_time: 51.4983482361, propagate_backward_time: 79.8660125732, weight_update_time: 0.1379383653, other_time: 2.1589965820
epoch time: 10.8713169098s, input_fired_time: 0.1195744872, output_fired_time: 0.0000000000, propagate_forward_time: 10.3615770340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901653290
validation[          , genome  6099] predictions:    9674/  10000 (96.74%), best:    9706/10000 (97.06%), error:      1045.13062, best error:       965.11829 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 136.5082702637s, input_fired_time: 1.0540823936, output_fired_time: 0.8380165100, propagate_forward_time: 51.9919013977, propagate_backward_time: 80.4524383545, weight_update_time: 0.1396224201, other_time: 2.1718444824
epoch time: 10.8348836899s, input_fired_time: 0.1187475771, output_fired_time: 0.0000000000, propagate_forward_time: 10.3244009018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917350769
validation[          , genome  6099] predictions:    9700/  10000 (97.00%), best:    9706/10000 (97.06%), error:      1014.93457, best error:       965.11829 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 136.5939636230s, input_fired_time: 1.0495754480, output_fired_time: 0.8365753889, propagate_forward_time: 51.9963035583, propagate_backward_time: 80.5344314575, weight_update_time: 0.1395416409, other_time: 2.1770706177
epoch time: 10.9248456955s, input_fired_time: 0.1188443601, output_fired_time: 0.0000000000, propagate_forward_time: 10.4146213531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913803101
validation[          , genome  6099] predictions:    9690/  10000 (96.90%), best:    9706/10000 (97.06%), error:      1012.87170, best error:       965.11829 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 136.8361663818s, input_fired_time: 1.0527151823, output_fired_time: 0.8358082771, propagate_forward_time: 52.1858787537, propagate_backward_time: 80.5947265625, weight_update_time: 0.1396577507, other_time: 2.1670227051
epoch time: 10.9623527527s, input_fired_time: 0.1189916655, output_fired_time: 0.0000000000, propagate_forward_time: 10.4530172348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903436661
validation[          , genome  6099] predictions:    9662/  10000 (96.62%), best:    9706/10000 (97.06%), error:      1121.34167, best error:       965.11829 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 136.8890380859s, input_fired_time: 1.0523025990, output_fired_time: 0.8363249302, propagate_forward_time: 52.2327308655, propagate_backward_time: 80.6037979126, weight_update_time: 0.1397573501, other_time: 2.1638870239
epoch time: 10.9000682831s, input_fired_time: 0.1181236953, output_fired_time: 0.0000000000, propagate_forward_time: 10.3933572769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3885869980
validation[          , genome  6099] predictions:    9699/  10000 (96.99%), best:    9706/10000 (97.06%), error:       992.98358, best error:       965.11829 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 136.8469085693s, input_fired_time: 1.0539219379, output_fired_time: 0.8374326229, propagate_forward_time: 52.1730804443, propagate_backward_time: 80.6175003052, weight_update_time: 0.1400325447, other_time: 2.1649703979
epoch time: 10.8949413300s, input_fired_time: 0.1179759651, output_fired_time: 0.0000000000, propagate_forward_time: 10.3867568970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902082443
validation[          , genome  6099] predictions:    9680/  10000 (96.80%), best:    9706/10000 (97.06%), error:      1073.49768, best error:       965.11829 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 136.6820220947s, input_fired_time: 1.0509912968, output_fired_time: 0.8359792829, propagate_forward_time: 52.0730590820, propagate_backward_time: 80.5604858398, weight_update_time: 0.1393394470, other_time: 2.1614990234
epoch time: 10.9250431061s, input_fired_time: 0.1191655546, output_fired_time: 0.0000000000, propagate_forward_time: 10.4178857803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879919052
validation[          , genome  6099] predictions:    9657/  10000 (96.57%), best:    9706/10000 (97.06%), error:      1156.65137, best error:       965.11829 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 137.3846130371s, input_fired_time: 1.0610154867, output_fired_time: 0.8512744308, propagate_forward_time: 52.1170234680, propagate_backward_time: 81.1322555542, weight_update_time: 0.1483777761, other_time: 2.2230453491
epoch time: 10.9961833954s, input_fired_time: 0.1198205650, output_fired_time: 0.0000000000, propagate_forward_time: 10.4764747620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998880386
validation[          , genome  6099] predictions:    9681/  10000 (96.81%), best:    9706/10000 (97.06%), error:      1042.09058, best error:       965.11829 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 135.4243011475s, input_fired_time: 1.0475175381, output_fired_time: 0.8324031830, propagate_forward_time: 51.5090560913, propagate_backward_time: 79.8684692383, weight_update_time: 0.1384039819, other_time: 2.1668624878
epoch time: 11.0748586655s, input_fired_time: 0.1413989812, output_fired_time: 0.0000000000, propagate_forward_time: 10.5432968140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901624680
validation[          , genome  6099] predictions:    9679/  10000 (96.79%), best:    9706/10000 (97.06%), error:      1032.77820, best error:       965.11829 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 136.2730560303s, input_fired_time: 1.0486801863, output_fired_time: 0.8291578293, propagate_forward_time: 51.9942626953, propagate_backward_time: 80.2391662598, weight_update_time: 0.1379653513, other_time: 2.1617889404
epoch time: 10.8121900558s, input_fired_time: 0.1187447906, output_fired_time: 0.0000000000, propagate_forward_time: 10.3030653000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903799057
validation[          , genome  6099] predictions:    9720/  10000 (97.20%), best:    9706/10000 (97.06%), error:       981.16479, best error:       965.11829 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 135.8537139893s, input_fired_time: 1.0531182289, output_fired_time: 0.8374217749, propagate_forward_time: 51.6463699341, propagate_backward_time: 80.1477050781, weight_update_time: 0.1385239959, other_time: 2.1691055298
epoch time: 10.8946113586s, input_fired_time: 0.1190480739, output_fired_time: 0.0000000000, propagate_forward_time: 10.3833293915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922338486
validation[          , genome  6099] predictions:    9216/  10000 (92.16%), best:    9706/10000 (97.06%), error:      2300.77734, best error:       965.11829 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 136.5218658447s, input_fired_time: 1.0586729050, output_fired_time: 0.8361046314, propagate_forward_time: 52.0345535278, propagate_backward_time: 80.3916702271, weight_update_time: 0.1392379552, other_time: 2.2008666992
epoch time: 10.9013242722s, input_fired_time: 0.1193852648, output_fired_time: 0.0000000000, propagate_forward_time: 10.3914737701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3904647827
validation[          , genome  6099] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       909.75537, best error:       909.75537 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 139.4410705566s, input_fired_time: 1.0874208212, output_fired_time: 0.9083167315, propagate_forward_time: 52.2614173889, propagate_backward_time: 82.7341003418, weight_update_time: 0.1468979120, other_time: 2.4498291016
epoch time: 11.1205816269s, input_fired_time: 0.1205918565, output_fired_time: 0.0000000000, propagate_forward_time: 10.5367326736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632568359
validation[          , genome  6099] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       983.80597, best error:       909.75537 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 137.6549530029s, input_fired_time: 1.0630550385, output_fired_time: 0.8606702685, propagate_forward_time: 52.2004966736, propagate_backward_time: 81.2729797363, weight_update_time: 0.1420162320, other_time: 2.2577514648
epoch time: 10.8148851395s, input_fired_time: 0.1199705452, output_fired_time: 0.0000000000, propagate_forward_time: 10.3051691055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897457123
validation[          , genome  6099] predictions:    9668/  10000 (96.68%), best:    9733/10000 (97.33%), error:      1091.70630, best error:       909.75537 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 135.4606933594s, input_fired_time: 1.0526937246, output_fired_time: 0.8348736167, propagate_forward_time: 51.5096931458, propagate_backward_time: 79.8929672241, weight_update_time: 0.1384490430, other_time: 2.1704788208
epoch time: 10.8176116943s, input_fired_time: 0.1194729954, output_fired_time: 0.0000000000, propagate_forward_time: 10.3091201782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890180588
validation[          , genome  6099] predictions:    9679/  10000 (96.79%), best:    9733/10000 (97.33%), error:      1070.52356, best error:       909.75537 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 135.4646911621s, input_fired_time: 1.0512690544, output_fired_time: 0.8334867358, propagate_forward_time: 51.5193939209, propagate_backward_time: 79.8928909302, weight_update_time: 0.1383869499, other_time: 2.1676559448
epoch time: 10.8369369507s, input_fired_time: 0.1208807975, output_fired_time: 0.0000000000, propagate_forward_time: 10.3265542984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895015717
validation[          , genome  6099] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       871.65625, best error:       871.65625 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 136.4049377441s, input_fired_time: 1.0595072508, output_fired_time: 0.8389721513, propagate_forward_time: 52.0216102600, propagate_backward_time: 80.3185272217, weight_update_time: 0.1393512487, other_time: 2.1663208008
epoch time: 10.9188928604s, input_fired_time: 0.1212627888, output_fired_time: 0.0000000000, propagate_forward_time: 10.4070520401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905782700
validation[          , genome  6099] predictions:    9699/  10000 (96.99%), best:    9748/10000 (97.48%), error:       985.66406, best error:       871.65625 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 136.3950500488s, input_fired_time: 1.0574538708, output_fired_time: 0.8355476856, propagate_forward_time: 51.9412803650, propagate_backward_time: 80.3764724731, weight_update_time: 0.1430931836, other_time: 2.1843032837
epoch time: 11.0747070312s, input_fired_time: 0.1217543334, output_fired_time: 0.0000000000, propagate_forward_time: 10.5347843170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181680679
validation[          , genome  6099] predictions:    9715/  10000 (97.15%), best:    9748/10000 (97.48%), error:       933.49817, best error:       871.65625 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 136.1959991455s, input_fired_time: 1.0588023663, output_fired_time: 0.8467369080, propagate_forward_time: 51.7246208191, propagate_backward_time: 80.3757476807, weight_update_time: 0.1387075037, other_time: 2.1900787354
epoch time: 10.8138942719s, input_fired_time: 0.1198003218, output_fired_time: 0.0000000000, propagate_forward_time: 10.3045454025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895483017
validation[          , genome  6099] predictions:    9736/  10000 (97.36%), best:    9748/10000 (97.48%), error:       874.31671, best error:       871.65625 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 135.4585266113s, input_fired_time: 1.0531831980, output_fired_time: 0.8334795833, propagate_forward_time: 51.5097808838, propagate_backward_time: 79.9003295898, weight_update_time: 0.1378136128, other_time: 2.1617584229
epoch time: 10.8753547668s, input_fired_time: 0.1201414987, output_fired_time: 0.0000000000, propagate_forward_time: 10.3675222397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876914978
validation[          , genome  6099] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       900.79523, best error:       871.65625 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 136.8855895996s, input_fired_time: 1.0670191050, output_fired_time: 0.8537665606, propagate_forward_time: 51.9055900574, propagate_backward_time: 80.8234329224, weight_update_time: 0.1411972195, other_time: 2.2357864380
epoch time: 11.0609912872s, input_fired_time: 0.1207463145, output_fired_time: 0.0000000000, propagate_forward_time: 10.4769105911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633340836
validation[          , genome  6099] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       851.72546, best error:       851.72546 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 139.1635437012s, input_fired_time: 1.0760554075, output_fired_time: 0.8818091750, propagate_forward_time: 52.5211219788, propagate_backward_time: 82.3333358765, weight_update_time: 0.1438526958, other_time: 2.3512344360
epoch time: 10.9112892151s, input_fired_time: 0.1216555685, output_fired_time: 0.0000000000, propagate_forward_time: 10.3993358612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902978897
validation[          , genome  6099] predictions:    9718/  10000 (97.18%), best:    9740/10000 (97.40%), error:       944.86420, best error:       851.72546 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 135.5571746826s, input_fired_time: 1.0572065115, output_fired_time: 0.8312033415, propagate_forward_time: 51.5816383362, propagate_backward_time: 79.9129409790, weight_update_time: 0.1388996243, other_time: 2.1741867065
epoch time: 10.8731346130s, input_fired_time: 0.1206996217, output_fired_time: 0.0000000000, propagate_forward_time: 10.3622808456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901538849
validation[          , genome  6099] predictions:    9673/  10000 (96.73%), best:    9740/10000 (97.40%), error:      1156.08301, best error:       851.72546 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 136.0494232178s, input_fired_time: 1.0586383343, output_fired_time: 0.8345910311, propagate_forward_time: 51.8175163269, propagate_backward_time: 80.1644897461, weight_update_time: 0.1388937533, other_time: 2.1741790771
epoch time: 10.8236446381s, input_fired_time: 0.1200046167, output_fired_time: 0.0000000000, propagate_forward_time: 10.3161048889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875350952
validation[          , genome  6099] predictions:    9655/  10000 (96.55%), best:    9740/10000 (97.40%), error:      1122.51221, best error:       851.72546 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 136.3385314941s, input_fired_time: 1.0593609810, output_fired_time: 0.8401828408, propagate_forward_time: 51.7341575623, propagate_backward_time: 80.5462036133, weight_update_time: 0.1380942762, other_time: 2.1586303711
epoch time: 10.9920444489s, input_fired_time: 0.1209745407, output_fired_time: 0.0000000000, propagate_forward_time: 10.4772291183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938407898
validation[          , genome  6099] predictions:    9661/  10000 (96.61%), best:    9740/10000 (97.40%), error:      1133.51416, best error:       851.72546 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 136.1859741211s, input_fired_time: 1.0592132807, output_fired_time: 0.8366801143, propagate_forward_time: 51.7652168274, propagate_backward_time: 80.3571777344, weight_update_time: 0.1392202973, other_time: 2.1676788330
epoch time: 10.8479776382s, input_fired_time: 0.1200454831, output_fired_time: 0.0000000000, propagate_forward_time: 10.3386001587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893318176
validation[          , genome  6099] predictions:    9653/  10000 (96.53%), best:    9740/10000 (97.40%), error:      1087.05383, best error:       851.72546 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 136.2574157715s, input_fired_time: 1.0780878067, output_fired_time: 0.8977509737, propagate_forward_time: 51.8022918701, propagate_backward_time: 80.2904205322, weight_update_time: 0.1382158101, other_time: 2.1888580322
epoch time: 10.8283119202s, input_fired_time: 0.1211053208, output_fired_time: 0.0000000000, propagate_forward_time: 10.3135690689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936376572
validation[          , genome  6099] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       836.47034, best error:       836.47034 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 136.7141571045s, input_fired_time: 1.0617851019, output_fired_time: 0.8320966959, propagate_forward_time: 52.0847244263, propagate_backward_time: 80.5520172119, weight_update_time: 0.1378068775, other_time: 2.1835403442
epoch time: 11.0712604523s, input_fired_time: 0.1700412631, output_fired_time: 0.0000000000, propagate_forward_time: 10.5068988800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943204880
validation[          , genome  6099] predictions:    9740/  10000 (97.40%), best:    9744/10000 (97.44%), error:       851.90070, best error:       836.47034 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 140.6541137695s, input_fired_time: 1.1003632545, output_fired_time: 0.9169393778, propagate_forward_time: 52.4865341187, propagate_backward_time: 83.6502304077, weight_update_time: 0.1488396376, other_time: 2.5000457764
epoch time: 11.0668678284s, input_fired_time: 0.1233513951, output_fired_time: 0.0000000000, propagate_forward_time: 10.4844188690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590978622
validation[          , genome  6099] predictions:    9703/  10000 (97.03%), best:    9744/10000 (97.44%), error:      1056.50464, best error:       836.47034 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 139.0020446777s, input_fired_time: 1.0910851955, output_fired_time: 0.9012802243, propagate_forward_time: 52.1367721558, propagate_backward_time: 82.4511184692, weight_update_time: 0.1453029066, other_time: 2.4217987061
epoch time: 11.0828847885s, input_fired_time: 0.1207191870, output_fired_time: 0.0000000000, propagate_forward_time: 10.5722150803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899507523
validation[          , genome  6099] predictions:    9705/  10000 (97.05%), best:    9744/10000 (97.44%), error:       977.87842, best error:       836.47034 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 137.9711303711s, input_fired_time: 1.0808993578, output_fired_time: 0.8522937894, propagate_forward_time: 52.3384704590, propagate_backward_time: 81.4846878052, weight_update_time: 0.1407568455, other_time: 2.2147750854
epoch time: 10.0255842209s, input_fired_time: 0.1144021824, output_fired_time: 0.0000000000, propagate_forward_time: 9.5427036285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684787750
validation[          , genome  6099] predictions:    9697/  10000 (96.97%), best:    9744/10000 (97.44%), error:      1049.09766, best error:       836.47034 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 136.1351013184s, input_fired_time: 1.0629603863, output_fired_time: 0.8374143839, propagate_forward_time: 51.7047386169, propagate_backward_time: 80.3444671631, weight_update_time: 0.1392723173, other_time: 2.1855163574
epoch time: 10.8451833725s, input_fired_time: 0.1212214231, output_fired_time: 0.0000000000, propagate_forward_time: 10.3345241547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894376755
validation[          , genome  6099] predictions:    9751/  10000 (97.51%), best:    9744/10000 (97.44%), error:       840.34924, best error:       836.47034 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 135.6877136230s, input_fired_time: 1.0597208738, output_fired_time: 0.8333839178, propagate_forward_time: 51.6446685791, propagate_backward_time: 79.9831695557, weight_update_time: 0.1383073330, other_time: 2.1667633057
epoch time: 10.8437891006s, input_fired_time: 0.1213374957, output_fired_time: 0.0000000000, propagate_forward_time: 10.3317470551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907041550
validation[          , genome  6099] predictions:    9731/  10000 (97.31%), best:    9744/10000 (97.44%), error:       887.61023, best error:       836.47034 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 136.4476776123s, input_fired_time: 1.0652701855, output_fired_time: 0.8380018473, propagate_forward_time: 51.9507484436, propagate_backward_time: 80.4203109741, weight_update_time: 0.1393278986, other_time: 2.1733474731
epoch time: 10.9358682632s, input_fired_time: 0.1217763275, output_fired_time: 0.0000000000, propagate_forward_time: 10.4231681824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909235001
validation[          , genome  6099] predictions:    9698/  10000 (96.98%), best:    9744/10000 (97.44%), error:       955.66931, best error:       836.47034 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 136.7774505615s, input_fired_time: 1.0681759119, output_fired_time: 0.8384616971, propagate_forward_time: 52.0982246399, propagate_backward_time: 80.6069183350, weight_update_time: 0.1400846690, other_time: 2.1656799316
epoch time: 10.9326553345s, input_fired_time: 0.1216923073, output_fired_time: 0.0000000000, propagate_forward_time: 10.4218740463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890886307
validation[          , genome  6099] predictions:    9743/  10000 (97.43%), best:    9744/10000 (97.44%), error:       842.69891, best error:       836.47034 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 137.3191070557s, input_fired_time: 1.0753737688, output_fired_time: 0.8489254117, propagate_forward_time: 52.2261619568, propagate_backward_time: 80.9624633789, weight_update_time: 0.1411935240, other_time: 2.2061767578
epoch time: 11.0185317993s, input_fired_time: 0.1214563027, output_fired_time: 0.0000000000, propagate_forward_time: 10.4814510345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156246185
validation[          , genome  6099] predictions:    9685/  10000 (96.85%), best:    9744/10000 (97.44%), error:       989.78033, best error:       836.47034 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 135.9750213623s, input_fired_time: 1.0818793774, output_fired_time: 0.8363563418, propagate_forward_time: 51.7315826416, propagate_backward_time: 80.1597442627, weight_update_time: 0.1385432631, other_time: 2.1654663086
epoch time: 10.8382997513s, input_fired_time: 0.1219484657, output_fired_time: 0.0000000000, propagate_forward_time: 10.3261690140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901824951
validation[          , genome  6099] predictions:    9608/  10000 (96.08%), best:    9744/10000 (97.44%), error:      1208.24768, best error:       836.47034 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 136.2517242432s, input_fired_time: 1.0659683943, output_fired_time: 0.8367648125, propagate_forward_time: 51.8127784729, propagate_backward_time: 80.3773193359, weight_update_time: 0.1383735240, other_time: 2.1589050293
epoch time: 10.9581584930s, input_fired_time: 0.1219967008, output_fired_time: 0.0000000000, propagate_forward_time: 10.4451255798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910360336
validation[          , genome  6099] predictions:    9740/  10000 (97.40%), best:    9744/10000 (97.44%), error:       849.58240, best error:       836.47034 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 136.9275665283s, input_fired_time: 1.0710196495, output_fired_time: 0.8352093697, propagate_forward_time: 52.2365188599, propagate_backward_time: 80.6268539429, weight_update_time: 0.1396395564, other_time: 2.1579742432
epoch time: 10.9507207870s, input_fired_time: 0.1223049760, output_fired_time: 0.0000000000, propagate_forward_time: 10.4384870529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3899288177
validation[          , genome  6099] predictions:    9725/  10000 (97.25%), best:    9744/10000 (97.44%), error:       905.67523, best error:       836.47034 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 136.7628326416s, input_fired_time: 1.0713671446, output_fired_time: 0.8378382325, propagate_forward_time: 52.1240081787, propagate_backward_time: 80.5676727295, weight_update_time: 0.1392725408, other_time: 2.1619415283
epoch time: 10.9110784531s, input_fired_time: 0.1212981418, output_fired_time: 0.0000000000, propagate_forward_time: 10.4001836777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3895969391
validation[          , genome  6099] predictions:    9689/  10000 (96.89%), best:    9744/10000 (97.44%), error:      1014.06482, best error:       836.47034 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 136.1772918701s, input_fired_time: 1.0698632002, output_fired_time: 0.8337953687, propagate_forward_time: 51.8484001160, propagate_backward_time: 80.2617187500, weight_update_time: 0.1391665190, other_time: 2.1634979248
epoch time: 10.8760461807s, input_fired_time: 0.1224646792, output_fired_time: 0.0000000000, propagate_forward_time: 10.3622426987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913383484
validation[          , genome  6099] predictions:    9694/  10000 (96.94%), best:    9744/10000 (97.44%), error:       957.31952, best error:       836.47034 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 137.0197296143s, input_fired_time: 1.0796390772, output_fired_time: 0.8481531739, propagate_forward_time: 52.0300064087, propagate_backward_time: 80.8417510986, weight_update_time: 0.1399300992, other_time: 2.2201766968
epoch time: 11.1851663589s, input_fired_time: 0.1238696128, output_fired_time: 0.0000000000, propagate_forward_time: 10.6031150818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581813812
validation[          , genome  6099] predictions:    9733/  10000 (97.33%), best:    9744/10000 (97.44%), error:       876.79266, best error:       836.47034 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 142.1210632324s, input_fired_time: 1.1148010492, output_fired_time: 0.9308112264, propagate_forward_time: 53.0212287903, propagate_backward_time: 84.5298843384, weight_update_time: 0.1502186358, other_time: 2.5243301392
epoch time: 11.1845788956s, input_fired_time: 0.1230661944, output_fired_time: 0.0000000000, propagate_forward_time: 10.6033773422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4581356049
validation[          , genome  6099] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       924.36853, best error:       836.47034 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 142.0762176514s, input_fired_time: 1.1169193983, output_fired_time: 0.9302025437, propagate_forward_time: 53.0084915161, propagate_backward_time: 84.5022201538, weight_update_time: 0.1501540244, other_time: 2.5183868408
epoch time: 11.0355157852s, input_fired_time: 0.1238937080, output_fired_time: 0.0000000000, propagate_forward_time: 10.4560565948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555654526
validation[          , genome  6099] predictions:    9742/  10000 (97.42%), best:    9744/10000 (97.44%), error:       847.64679, best error:       836.47034 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 136.4614715576s, input_fired_time: 1.0714945793, output_fired_time: 0.8425247073, propagate_forward_time: 51.8143424988, propagate_backward_time: 80.4777221680, weight_update_time: 0.1387313455, other_time: 2.2553863525
epoch time: 11.0445556641s, input_fired_time: 0.1227226853, output_fired_time: 0.0000000000, propagate_forward_time: 10.5343084335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875246048
validation[          , genome  6099] predictions:    9662/  10000 (96.62%), best:    9744/10000 (97.44%), error:      1104.69482, best error:       836.47034 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 139.2228851318s, input_fired_time: 1.1011654139, output_fired_time: 0.8765761256, propagate_forward_time: 52.5419044495, propagate_backward_time: 82.3569183350, weight_update_time: 0.1429580450, other_time: 2.3463287354
epoch time: 11.1960134506s, input_fired_time: 0.1240303367, output_fired_time: 0.0000000000, propagate_forward_time: 10.6137495041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582338333
validation[          , genome  6099] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       830.06287, best error:       830.06287 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 139.5760498047s, input_fired_time: 1.0990083218, output_fired_time: 0.8882942200, propagate_forward_time: 52.8202514648, propagate_backward_time: 82.3217544556, weight_update_time: 0.1504107416, other_time: 2.4467391968
epoch time: 10.8003873825s, input_fired_time: 0.1212398037, output_fired_time: 0.0000000000, propagate_forward_time: 10.2921962738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869514465
validation[          , genome  6099] predictions:    9718/  10000 (97.18%), best:    9742/10000 (97.42%), error:       908.47247, best error:       830.06287 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 137.8530883789s, input_fired_time: 1.0843219757, output_fired_time: 0.8835802078, propagate_forward_time: 51.9855194092, propagate_backward_time: 81.5772933960, weight_update_time: 0.1502111405, other_time: 2.3223800659
epoch time: 11.0528879166s, input_fired_time: 0.1234504953, output_fired_time: 0.0000000000, propagate_forward_time: 10.4714031219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580345154
validation[          , genome  6099] predictions:    9707/  10000 (97.07%), best:    9742/10000 (97.42%), error:       878.62360, best error:       830.06287 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 139.5115814209s, input_fired_time: 1.0969952345, output_fired_time: 0.8976357579, propagate_forward_time: 52.4205703735, propagate_backward_time: 82.6755905151, weight_update_time: 0.1465801448, other_time: 2.4207916260
epoch time: 10.8557338715s, input_fired_time: 0.1231878400, output_fired_time: 0.0000000000, propagate_forward_time: 10.3367681503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957777023
validation[          , genome  6099] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       827.81586, best error:       827.81586 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 136.4035034180s, input_fired_time: 1.0722340345, output_fired_time: 0.8337948918, propagate_forward_time: 51.9997558594, propagate_backward_time: 80.3386917114, weight_update_time: 0.1388135850, other_time: 2.1590194702
epoch time: 10.9508066177s, input_fired_time: 0.1225036085, output_fired_time: 0.0000000000, propagate_forward_time: 10.4413137436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869895935
validation[          , genome  6099] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       885.38287, best error:       827.81586 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 136.8900909424s, input_fired_time: 1.0770862103, output_fired_time: 0.8366593719, propagate_forward_time: 52.1984863281, propagate_backward_time: 80.6171340942, weight_update_time: 0.1397085190, other_time: 2.1607284546
epoch time: 10.9440994263s, input_fired_time: 0.1228327155, output_fired_time: 0.0000000000, propagate_forward_time: 10.4316062927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896608353
validation[          , genome  6099] predictions:    9743/  10000 (97.43%), best:    9749/10000 (97.49%), error:       837.79272, best error:       827.81586 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 136.6050567627s, input_fired_time: 1.0714721680, output_fired_time: 0.8368356824, propagate_forward_time: 52.0004539490, propagate_backward_time: 80.5289916992, weight_update_time: 0.1388350427, other_time: 2.1672973633
epoch time: 11.0312480927s, input_fired_time: 0.1236158684, output_fired_time: 0.0000000000, propagate_forward_time: 10.4919052124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157266617
validation[          , genome  6099] predictions:    9729/  10000 (97.29%), best:    9749/10000 (97.49%), error:       888.79980, best error:       827.81586 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 137.0635070801s, input_fired_time: 1.0731135607, output_fired_time: 0.8483832479, propagate_forward_time: 52.0887947083, propagate_backward_time: 80.8579101562, weight_update_time: 0.1391895562, other_time: 2.1952972412
epoch time: 10.8470249176s, input_fired_time: 0.1229977161, output_fired_time: 0.0000000000, propagate_forward_time: 10.3359899521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880376816
validation[          , genome  6099] predictions:    9737/  10000 (97.37%), best:    9749/10000 (97.49%), error:       862.25751, best error:       827.81586 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 136.3614654541s, input_fired_time: 1.0738850832, output_fired_time: 0.8312553167, propagate_forward_time: 52.0244560242, propagate_backward_time: 80.2659759521, weight_update_time: 0.1376186460, other_time: 2.1658935547
epoch time: 10.8338375092s, input_fired_time: 0.1235523447, output_fired_time: 0.0000000000, propagate_forward_time: 10.3221607208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881244659
validation[          , genome  6099] predictions:    9758/  10000 (97.58%), best:    9749/10000 (97.49%), error:       844.45898, best error:       827.81586 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 135.8036956787s, input_fired_time: 1.0708408356, output_fired_time: 0.8317379355, propagate_forward_time: 51.7787437439, propagate_backward_time: 79.9433441162, weight_update_time: 0.1379313767, other_time: 2.1790161133
epoch time: 10.8542871475s, input_fired_time: 0.1228130311, output_fired_time: 0.0000000000, propagate_forward_time: 10.3443708420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871030807
validation[          , genome  6099] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       810.50531, best error:       810.50531 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 135.8519744873s, input_fired_time: 1.0706766844, output_fired_time: 0.8339427710, propagate_forward_time: 51.7536926270, propagate_backward_time: 80.0460128784, weight_update_time: 0.1377166659, other_time: 2.1476516724
epoch time: 10.8594141006s, input_fired_time: 0.1237143949, output_fired_time: 0.0000000000, propagate_forward_time: 10.3464469910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892526627
validation[          , genome  6099] predictions:    9729/  10000 (97.29%), best:    9755/10000 (97.55%), error:       914.44623, best error:       810.50531 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 138.4653167725s, input_fired_time: 1.0896105766, output_fired_time: 0.8571867943, propagate_forward_time: 52.5295829773, propagate_backward_time: 81.7290649414, weight_update_time: 0.1416009516, other_time: 2.2598571777
epoch time: 10.8498744965s, input_fired_time: 0.1232961789, output_fired_time: 0.0000000000, propagate_forward_time: 10.3375272751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890514374
validation[          , genome  6099] predictions:    9756/  10000 (97.56%), best:    9755/10000 (97.55%), error:       846.32220, best error:       810.50531 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 135.8878936768s, input_fired_time: 1.0799970627, output_fired_time: 0.8306635618, propagate_forward_time: 51.7468032837, propagate_backward_time: 80.0742492676, weight_update_time: 0.1372395009, other_time: 2.1561813354
epoch time: 10.9615726471s, input_fired_time: 0.1238385960, output_fired_time: 0.0000000000, propagate_forward_time: 10.4498958588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878383636
validation[          , genome  6099] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       860.21802, best error:       810.50531 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 137.7033691406s, input_fired_time: 1.0868618488, output_fired_time: 0.8640383482, propagate_forward_time: 52.1079368591, propagate_backward_time: 81.3715972900, weight_update_time: 0.1407554895, other_time: 2.2729187012
epoch time: 11.0594644547s, input_fired_time: 0.1249079183, output_fired_time: 0.0000000000, propagate_forward_time: 10.4758386612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587182999
validation[          , genome  6099] predictions:    9695/  10000 (96.95%), best:    9755/10000 (97.55%), error:       930.25043, best error:       810.50531 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 136.8148956299s, input_fired_time: 1.0799431801, output_fired_time: 0.8562353253, propagate_forward_time: 51.9112091064, propagate_backward_time: 80.7633361816, weight_update_time: 0.1392509490, other_time: 2.2041778564
epoch time: 10.8495225906s, input_fired_time: 0.1243958995, output_fired_time: 0.0000000000, propagate_forward_time: 10.3369493484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881769180
validation[          , genome  6099] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       863.61786, best error:       810.50531 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 136.5796051025s, input_fired_time: 1.0810462236, output_fired_time: 0.8394483328, propagate_forward_time: 51.8979454041, propagate_backward_time: 80.5821838379, weight_update_time: 0.1388211846, other_time: 2.1789855957
epoch time: 10.8662004471s, input_fired_time: 0.1243391857, output_fired_time: 0.0000000000, propagate_forward_time: 10.3550539017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868074417
validation[          , genome  6099] predictions:    9700/  10000 (97.00%), best:    9755/10000 (97.55%), error:       964.20203, best error:       810.50531 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 136.5986480713s, input_fired_time: 1.0770947933, output_fired_time: 0.8507339358, propagate_forward_time: 51.9619178772, propagate_backward_time: 80.5409774780, weight_update_time: 0.1393744648, other_time: 2.1679306030
epoch time: 10.8478317261s, input_fired_time: 0.1249933317, output_fired_time: 0.0000000000, propagate_forward_time: 10.3309841156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918542862
validation[          , genome  6099] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       856.96613, best error:       810.50531 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 136.8579254150s, input_fired_time: 1.0851771832, output_fired_time: 0.8364287615, propagate_forward_time: 52.1804313660, propagate_backward_time: 80.5964126587, weight_update_time: 0.1392466426, other_time: 2.1594772339
epoch time: 10.9484090805s, input_fired_time: 0.1244662926, output_fired_time: 0.0000000000, propagate_forward_time: 10.4361371994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878059387
validation[          , genome  6099] predictions:    9737/  10000 (97.37%), best:    9755/10000 (97.55%), error:       860.34399, best error:       810.50531 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 136.8774108887s, input_fired_time: 1.0869475603, output_fired_time: 0.8383753300, propagate_forward_time: 52.1634712219, propagate_backward_time: 80.6340789795, weight_update_time: 0.1395581514, other_time: 2.1545410156
epoch time: 10.9650230408s, input_fired_time: 0.1248265132, output_fired_time: 0.0000000000, propagate_forward_time: 10.4533691406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868274689
validation[          , genome  6099] predictions:    9680/  10000 (96.80%), best:    9755/10000 (97.55%), error:       970.02942, best error:       810.50531 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 136.9891204834s, input_fired_time: 1.0905438662, output_fired_time: 0.8404486775, propagate_forward_time: 52.2025680542, propagate_backward_time: 80.6956787109, weight_update_time: 0.1397485286, other_time: 2.1598739624
epoch time: 10.9669380188s, input_fired_time: 0.1258933097, output_fired_time: 0.0000000000, propagate_forward_time: 10.4528474808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881969452
validation[          , genome  6099] predictions:    9738/  10000 (97.38%), best:    9755/10000 (97.55%), error:       895.28009, best error:       810.50531 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 139.4976196289s, input_fired_time: 1.1088380814, output_fired_time: 0.8843579888, propagate_forward_time: 52.6088371277, propagate_backward_time: 82.5578231812, weight_update_time: 0.1444582045, other_time: 2.3377609253
epoch time: 10.9361867905s, input_fired_time: 0.1249206364, output_fired_time: 0.0000000000, propagate_forward_time: 10.4221305847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3891353607
validation[          , genome  6099] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       796.85059, best error:       796.85059 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 136.7934570312s, input_fired_time: 1.0881692171, output_fired_time: 0.8378542066, propagate_forward_time: 52.1026191711, propagate_backward_time: 80.6090621948, weight_update_time: 0.1394286454, other_time: 2.1557540894
epoch time: 10.9384469986s, input_fired_time: 0.1259456873, output_fired_time: 0.0000000000, propagate_forward_time: 10.4242935181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882074356
validation[          , genome  6099] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       902.61133, best error:       796.85059 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 136.8907165527s, input_fired_time: 1.0905423164, output_fired_time: 0.8395538926, propagate_forward_time: 52.1640090942, propagate_backward_time: 80.6394042969, weight_update_time: 0.1397069097, other_time: 2.1572036743
epoch time: 10.9649772644s, input_fired_time: 0.1253959239, output_fired_time: 0.0000000000, propagate_forward_time: 10.4516353607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879461288
validation[          , genome  6099] predictions:    9712/  10000 (97.12%), best:    9769/10000 (97.69%), error:       894.36035, best error:       796.85059 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 136.8705749512s, input_fired_time: 1.0898581743, output_fired_time: 0.8370257616, propagate_forward_time: 52.1824874878, propagate_backward_time: 80.6023788452, weight_update_time: 0.1394159049, other_time: 2.1588287354
epoch time: 10.9486875534s, input_fired_time: 0.1258653700, output_fired_time: 0.0000000000, propagate_forward_time: 10.4344444275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883781433
validation[          , genome  6099] predictions:    9749/  10000 (97.49%), best:    9769/10000 (97.69%), error:       837.99829, best error:       796.85059 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 137.0341033936s, input_fired_time: 1.0898183584, output_fired_time: 0.8457608819, propagate_forward_time: 52.1241149902, propagate_backward_time: 80.7896270752, weight_update_time: 0.1397640407, other_time: 2.1847839355
epoch time: 10.9544086456s, input_fired_time: 0.1260243058, output_fired_time: 0.0000000000, propagate_forward_time: 10.3742227554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4541616440
validation[          , genome  6099] predictions:    9729/  10000 (97.29%), best:    9769/10000 (97.69%), error:       883.79523, best error:       796.85059 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 137.6768951416s, input_fired_time: 1.0952738523, output_fired_time: 0.8543061614, propagate_forward_time: 52.2297172546, propagate_backward_time: 81.2663955688, weight_update_time: 0.1412707269, other_time: 2.2311935425
epoch time: 11.0204849243s, input_fired_time: 0.1257458478, output_fired_time: 0.0000000000, propagate_forward_time: 10.5063161850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884229660
validation[          , genome  6099] predictions:    9724/  10000 (97.24%), best:    9769/10000 (97.69%), error:       914.73987, best error:       796.85059 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 139.4906158447s, input_fired_time: 1.1102079153, output_fired_time: 0.8793084621, propagate_forward_time: 52.5922546387, propagate_backward_time: 82.5726699829, weight_update_time: 0.1442666352, other_time: 2.3361740112
epoch time: 11.1837310791s, input_fired_time: 0.1285188347, output_fired_time: 0.0000000000, propagate_forward_time: 10.5975522995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576597214
validation[          , genome  6099] predictions:    9696/  10000 (96.96%), best:    9769/10000 (97.69%), error:      1008.33655, best error:       796.85059 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 139.6281890869s, input_fired_time: 1.1111633778, output_fired_time: 0.8863790035, propagate_forward_time: 52.5810470581, propagate_backward_time: 82.6928100586, weight_update_time: 0.1455776542, other_time: 2.3567886353
epoch time: 10.9855690002s, input_fired_time: 0.1255499572, output_fired_time: 0.0000000000, propagate_forward_time: 10.4691457748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908729553
validation[          , genome  6099] predictions:    9726/  10000 (97.26%), best:    9769/10000 (97.69%), error:       886.03326, best error:       796.85059 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 136.1445770264s, input_fired_time: 1.0905185938, output_fired_time: 0.8357292414, propagate_forward_time: 51.8491172791, propagate_backward_time: 80.2125396729, weight_update_time: 0.1380858123, other_time: 2.1566772461
epoch time: 10.8958787918s, input_fired_time: 0.1262853146, output_fired_time: 0.0000000000, propagate_forward_time: 10.3825349808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870582581
validation[          , genome  6099] predictions:    9715/  10000 (97.15%), best:    9769/10000 (97.69%), error:       900.44568, best error:       796.85059 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 136.1270599365s, input_fired_time: 1.0837241411, output_fired_time: 0.8309560418, propagate_forward_time: 51.8663215637, propagate_backward_time: 80.1871032715, weight_update_time: 0.1378020644, other_time: 2.1589508057
epoch time: 10.9807882309s, input_fired_time: 0.1261676550, output_fired_time: 0.0000000000, propagate_forward_time: 10.4349794388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196414948
validation[          , genome  6099] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       872.53955, best error:       796.85059 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 136.5357360840s, input_fired_time: 1.0869656801, output_fired_time: 0.8409434557, propagate_forward_time: 51.7649154663, propagate_backward_time: 80.6629028320, weight_update_time: 0.1386733353, other_time: 2.1800155640
epoch time: 10.8321762085s, input_fired_time: 0.1266832352, output_fired_time: 0.0000000000, propagate_forward_time: 10.3176155090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878774643
validation[          , genome  6099] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       867.67499, best error:       796.85059 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 135.5472717285s, input_fired_time: 1.0835759640, output_fired_time: 0.8337683678, propagate_forward_time: 51.5533180237, propagate_backward_time: 79.9165344238, weight_update_time: 0.1380055398, other_time: 2.1600799561
epoch time: 10.8276815414s, input_fired_time: 0.1253778338, output_fired_time: 0.0000000000, propagate_forward_time: 10.3145618439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877420425
validation[          , genome  6099] predictions:    9748/  10000 (97.48%), best:    9769/10000 (97.69%), error:       820.59424, best error:       796.85059 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 136.4132537842s, input_fired_time: 1.0853563547, output_fired_time: 0.8414433002, propagate_forward_time: 51.8356628418, propagate_backward_time: 80.4949188232, weight_update_time: 0.1382031292, other_time: 2.1558685303
epoch time: 10.8597974777s, input_fired_time: 0.1270811707, output_fired_time: 0.0000000000, propagate_forward_time: 10.3455486298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871679306
validation[          , genome  6099] predictions:    9727/  10000 (97.27%), best:    9769/10000 (97.69%), error:       885.14001, best error:       796.85059 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 138.3977203369s, input_fired_time: 1.1026480198, output_fired_time: 0.8638676405, propagate_forward_time: 52.3643417358, propagate_backward_time: 81.7922286987, weight_update_time: 0.1415548474, other_time: 2.2746429443
epoch time: 10.8384504318s, input_fired_time: 0.1261762679, output_fired_time: 0.0000000000, propagate_forward_time: 10.3239774704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882970810
validation[          , genome  6099] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       794.94348, best error:       794.94348 on epoch:   100, 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: 54.6850166321s, input_fired_time: 0.6394279003, output_fired_time: 0.0000000000, propagate_forward_time: 52.0650558472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9805335999
best training[          , genome  6099] predictions:   49583/  50000 (99.17%), best:    9761/10000 (97.61%), error:      1728.19592, best error:       794.94348 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.1250209808s, input_fired_time: 0.1336189508, output_fired_time: 0.0000000000, propagate_forward_time: 10.5925569534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988447189
   testing[          , genome  6099] predictions:    9771/  10000 (97.71%), best:    9761/10000 (97.61%), error:       785.05823, best error:       794.94348 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:57:43 (21828): called boinc_finish(0)

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