Nameexact_genome_1512568488_43_7072_0
Workunit2606658
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:49:18 UTC
Report deadline16 Dec 2017, 15:15:24 UTC
Received8 Dec 2017, 12:45:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time3 hours 27 min 19 sec
CPU time3 hours 27 min 15 sec
Validate stateValid
Credit2,160.78
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.78 MB
Peak swap size152.45 MB
Peak disk usage1.21 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 1.2153770924, output_fired_time: 0.8410309553, propagate_forward_time: 47.9662017822, propagate_backward_time: 67.4079742432, weight_update_time: 0.1261850297, other_time: 2.5753936768
epoch time: 9.5019149780s, input_fired_time: 0.1337558627, output_fired_time: 0.0000000000, propagate_forward_time: 8.9395093918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286499023
validation[          , genome  7072] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       880.12335, best error:       880.12335 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 120.0161209106s, input_fired_time: 1.2050958872, output_fired_time: 0.8429535627, propagate_forward_time: 47.5906257629, propagate_backward_time: 67.8249893188, weight_update_time: 0.1246137470, other_time: 2.5524520874
epoch time: 12.1133289337s, input_fired_time: 0.1515130997, output_fired_time: 0.0000000000, propagate_forward_time: 11.4702911377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915246964
validation[          , genome  7072] predictions:    9702/  10000 (97.02%), best:    9730/10000 (97.30%), error:       996.81580, best error:       880.12335 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 121.0342636108s, input_fired_time: 1.2082120180, output_fired_time: 0.8546727300, propagate_forward_time: 47.7511672974, propagate_backward_time: 68.6853942871, weight_update_time: 0.1246485561, other_time: 2.5348129272
epoch time: 8.1558322906s, input_fired_time: 0.1176777855, output_fired_time: 0.0000000000, propagate_forward_time: 7.6619791985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761754036
validation[          , genome  7072] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       843.69965, best error:       843.69965 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 109.7373123169s, input_fired_time: 1.1558008194, output_fired_time: 0.7830955386, propagate_forward_time: 43.3396492004, propagate_backward_time: 62.0394630432, weight_update_time: 0.1177809015, other_time: 2.4193077087
epoch time: 11.4436378479s, input_fired_time: 0.1509974003, output_fired_time: 0.0000000000, propagate_forward_time: 10.8131361008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795045853
validation[          , genome  7072] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       815.82190, best error:       815.82190 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.8359680176s, input_fired_time: 1.1824109554, output_fired_time: 0.8093354702, propagate_forward_time: 45.2828178406, propagate_backward_time: 63.9929656982, weight_update_time: 0.1218279004, other_time: 2.5684356689
epoch time: 8.2423553467s, input_fired_time: 0.1191140786, output_fired_time: 0.0000000000, propagate_forward_time: 7.7325472832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906941414
validation[          , genome  7072] predictions:    9704/  10000 (97.04%), best:    9761/10000 (97.61%), error:       949.97955, best error:       815.82190 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 107.8075485229s, input_fired_time: 1.1481019258, output_fired_time: 0.7735694647, propagate_forward_time: 42.7336845398, propagate_backward_time: 60.6898269653, weight_update_time: 0.1159031615, other_time: 2.4623680115
epoch time: 8.3476734161s, input_fired_time: 0.1204000562, output_fired_time: 0.0000000000, propagate_forward_time: 7.8376255035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896474838
validation[          , genome  7072] predictions:    9760/  10000 (97.60%), best:    9761/10000 (97.61%), error:       828.09192, best error:       815.82190 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.4286117554s, input_fired_time: 1.2100471258, output_fired_time: 0.8371908665, propagate_forward_time: 47.6149482727, propagate_backward_time: 67.1762695312, weight_update_time: 0.1250467449, other_time: 2.5901641846
epoch time: 10.0206956863s, input_fired_time: 0.1326854378, output_fired_time: 0.0000000000, propagate_forward_time: 9.4589414597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290685654
validation[          , genome  7072] predictions:    9659/  10000 (96.59%), best:    9761/10000 (97.61%), error:      1162.33350, best error:       815.82190 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 124.0170669556s, input_fired_time: 1.2176296711, output_fired_time: 0.8591127992, propagate_forward_time: 49.0678367615, propagate_backward_time: 70.3042602539, weight_update_time: 0.1261918992, other_time: 2.5682220459
epoch time: 9.0918645859s, input_fired_time: 0.1236770302, output_fired_time: 0.0000000000, propagate_forward_time: 8.5693416595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988456726
validation[          , genome  7072] predictions:    9629/  10000 (96.29%), best:    9761/10000 (97.61%), error:      1180.62341, best error:       815.82190 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 120.0922546387s, input_fired_time: 1.1992633343, output_fired_time: 0.8423465490, propagate_forward_time: 48.1102867126, propagate_backward_time: 67.4458465576, weight_update_time: 0.1232283339, other_time: 2.4945068359
epoch time: 8.3555278778s, input_fired_time: 0.1209504455, output_fired_time: 0.0000000000, propagate_forward_time: 7.8519134521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826637268
validation[          , genome  7072] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       871.81134, best error:       815.82190 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 129.3650665283s, input_fired_time: 1.2489305735, output_fired_time: 0.8908380866, propagate_forward_time: 51.4976463318, propagate_backward_time: 73.0911331177, weight_update_time: 0.1306444556, other_time: 2.6365127563
epoch time: 9.5317440033s, input_fired_time: 0.1341318786, output_fired_time: 0.0000000000, propagate_forward_time: 8.9747915268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228210449
validation[          , genome  7072] predictions:    9714/  10000 (97.14%), best:    9761/10000 (97.61%), error:       948.51166, best error:       815.82190 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 127.8203430176s, input_fired_time: 1.2461726665, output_fired_time: 0.8851989508, propagate_forward_time: 51.2223167419, propagate_backward_time: 71.8543777466, weight_update_time: 0.1293634027, other_time: 2.6122817993
epoch time: 12.0366001129s, input_fired_time: 0.1519322395, output_fired_time: 0.0000000000, propagate_forward_time: 11.3966598511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4880084991
validation[          , genome  7072] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       789.31134, best error:       789.31134 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 109.6030731201s, input_fired_time: 1.1284455061, output_fired_time: 0.7795131803, propagate_forward_time: 43.5556983948, propagate_backward_time: 61.8623542786, weight_update_time: 0.1110896990, other_time: 2.2770652771
epoch time: 10.6184635162s, input_fired_time: 0.1423365623, output_fired_time: 0.0000000000, propagate_forward_time: 10.0156764984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604501724
validation[          , genome  7072] predictions:    9731/  10000 (97.31%), best:    9767/10000 (97.67%), error:       854.70758, best error:       789.31134 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 126.2638854980s, input_fired_time: 1.2385820150, output_fired_time: 0.8751238585, propagate_forward_time: 50.1896781921, propagate_backward_time: 71.3810272217, weight_update_time: 0.1287767738, other_time: 2.5794830322
epoch time: 11.6951313019s, input_fired_time: 0.1533168405, output_fired_time: 0.0000000000, propagate_forward_time: 11.0600414276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4817733765
validation[          , genome  7072] predictions:    9769/  10000 (97.69%), best:    9767/10000 (97.67%), error:       808.15540, best error:       789.31134 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 123.0904541016s, input_fired_time: 1.2136669159, output_fired_time: 0.8563768864, propagate_forward_time: 48.9719924927, propagate_backward_time: 69.5667343140, weight_update_time: 0.1238658503, other_time: 2.4816818237
epoch time: 9.4065675735s, input_fired_time: 0.1252726912, output_fired_time: 0.0000000000, propagate_forward_time: 8.8797044754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015903473
validation[          , genome  7072] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       803.66638, best error:       789.31134 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 126.8036041260s, input_fired_time: 1.2481899261, output_fired_time: 0.8745235205, propagate_forward_time: 50.6405944824, propagate_backward_time: 71.4356918335, weight_update_time: 0.1284943670, other_time: 2.6045989990
epoch time: 11.0575361252s, input_fired_time: 0.1480852515, output_fired_time: 0.0000000000, propagate_forward_time: 10.4459161758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635343552
validation[          , genome  7072] predictions:    9698/  10000 (96.98%), best:    9767/10000 (97.67%), error:      1029.69104, best error:       789.31134 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 128.7958221436s, input_fired_time: 1.2585893869, output_fired_time: 0.8899457455, propagate_forward_time: 51.3250198364, propagate_backward_time: 72.7278060913, weight_update_time: 0.1298628598, other_time: 2.5944595337
epoch time: 8.2243404388s, input_fired_time: 0.1214525327, output_fired_time: 0.0000000000, propagate_forward_time: 7.7230114937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798766136
validation[          , genome  7072] predictions:    9664/  10000 (96.64%), best:    9767/10000 (97.67%), error:      1124.46362, best error:       789.31134 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 122.2677001953s, input_fired_time: 1.2057374716, output_fired_time: 0.8434960246, propagate_forward_time: 48.5456886292, propagate_backward_time: 69.2004776001, weight_update_time: 0.1229888573, other_time: 2.4722976685
epoch time: 8.7762575150s, input_fired_time: 0.1229048222, output_fired_time: 0.0000000000, propagate_forward_time: 8.2645740509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887786865
validation[          , genome  7072] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       888.50861, best error:       789.31134 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 109.4383926392s, input_fired_time: 1.1576479673, output_fired_time: 0.7825785875, propagate_forward_time: 43.5880622864, propagate_backward_time: 61.5418815613, weight_update_time: 0.1142998859, other_time: 2.3682250977
epoch time: 9.1112337112s, input_fired_time: 0.1284312606, output_fired_time: 0.0000000000, propagate_forward_time: 8.5806589127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021434784
validation[          , genome  7072] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:       971.95837, best error:       789.31134 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 112.2682418823s, input_fired_time: 1.1704410315, output_fired_time: 0.7943192124, propagate_forward_time: 44.5158081055, propagate_backward_time: 63.4087562561, weight_update_time: 0.1172870100, other_time: 2.3789176941
epoch time: 8.2457056046s, input_fired_time: 0.1195997149, output_fired_time: 0.0000000000, propagate_forward_time: 7.7460451126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800611496
validation[          , genome  7072] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       713.81305, best error:       713.81305 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 111.2312011719s, input_fired_time: 1.1439286470, output_fired_time: 0.7801634073, propagate_forward_time: 44.7050857544, propagate_backward_time: 62.3431434631, weight_update_time: 0.1121506467, other_time: 2.2588768005
epoch time: 11.5144824982s, input_fired_time: 0.1531026363, output_fired_time: 0.0000000000, propagate_forward_time: 10.8874568939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739227295
validation[          , genome  7072] predictions:    9604/  10000 (96.04%), best:    9786/10000 (97.86%), error:      1304.55054, best error:       713.81305 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 126.7927551270s, input_fired_time: 1.2335280180, output_fired_time: 0.8762124777, propagate_forward_time: 50.4364166260, propagate_backward_time: 71.7259063721, weight_update_time: 0.1265622228, other_time: 2.5206909180
epoch time: 10.5757379532s, input_fired_time: 0.1397886276, output_fired_time: 0.0000000000, propagate_forward_time: 9.9871721268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487771988
validation[          , genome  7072] predictions:    9787/  10000 (97.87%), best:    9786/10000 (97.86%), error:       715.90631, best error:       713.81305 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 119.6404418945s, input_fired_time: 1.2135869265, output_fired_time: 0.8418211341, propagate_forward_time: 47.6570014954, propagate_backward_time: 67.4322280884, weight_update_time: 0.1215792373, other_time: 2.4958114624
epoch time: 8.2715816498s, input_fired_time: 0.1211218536, output_fired_time: 0.0000000000, propagate_forward_time: 7.7739210129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765392303
validation[          , genome  7072] predictions:    9742/  10000 (97.42%), best:    9786/10000 (97.86%), error:       838.60071, best error:       713.81305 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 120.2707977295s, input_fired_time: 1.1996929646, output_fired_time: 0.8417516947, propagate_forward_time: 47.9010734558, propagate_backward_time: 67.9216690063, weight_update_time: 0.1196392030, other_time: 2.4066085815
epoch time: 10.5677080154s, input_fired_time: 0.1381857842, output_fired_time: 0.0000000000, propagate_forward_time: 9.9938993454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356231689
validation[          , genome  7072] predictions:    9768/  10000 (97.68%), best:    9786/10000 (97.86%), error:       777.60846, best error:       713.81305 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.7102127075s, input_fired_time: 1.1993842125, output_fired_time: 0.8191935420, propagate_forward_time: 46.0466346741, propagate_backward_time: 65.2061920166, weight_update_time: 0.1202993244, other_time: 2.4388122559
epoch time: 8.6941261292s, input_fired_time: 0.1269917637, output_fired_time: 0.0000000000, propagate_forward_time: 8.1702518463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968820572
validation[          , genome  7072] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       755.94781, best error:       713.81305 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 114.2514419556s, input_fired_time: 1.1941516399, output_fired_time: 0.8084431887, propagate_forward_time: 45.5556716919, propagate_backward_time: 64.2317657471, weight_update_time: 0.1187560633, other_time: 2.4614105225
epoch time: 12.0704631805s, input_fired_time: 0.1630018502, output_fired_time: 0.0000000000, propagate_forward_time: 11.4122133255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952478409
validation[          , genome  7072] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       704.35669, best error:       704.35669 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 112.9444274902s, input_fired_time: 1.1817549467, output_fired_time: 0.7943939567, propagate_forward_time: 44.9110755920, propagate_backward_time: 63.6334304810, weight_update_time: 0.1184578612, other_time: 2.4237747192
epoch time: 10.0134487152s, input_fired_time: 0.1391542554, output_fired_time: 0.0000000000, propagate_forward_time: 9.4395503998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4347438812
validation[          , genome  7072] predictions:    9775/  10000 (97.75%), best:    9785/10000 (97.85%), error:       777.02216, best error:       704.35669 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 117.7579803467s, input_fired_time: 1.2082854509, output_fired_time: 0.8311937451, propagate_forward_time: 46.7691993713, propagate_backward_time: 66.4916381836, weight_update_time: 0.1209425405, other_time: 2.4576721191
epoch time: 10.6256618500s, input_fired_time: 0.1462123394, output_fired_time: 0.0000000000, propagate_forward_time: 10.0335149765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459342957
validation[          , genome  7072] predictions:    9766/  10000 (97.66%), best:    9785/10000 (97.85%), error:       787.40894, best error:       704.35669 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 126.1086578369s, input_fired_time: 1.2558395863, output_fired_time: 0.8709487319, propagate_forward_time: 50.5780296326, propagate_backward_time: 70.8068923950, weight_update_time: 0.1273742616, other_time: 2.5969467163
epoch time: 8.7852773666s, input_fired_time: 0.1283884645, output_fired_time: 0.0000000000, propagate_forward_time: 8.2510137558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4058752060
validation[          , genome  7072] predictions:    9752/  10000 (97.52%), best:    9785/10000 (97.85%), error:       765.83710, best error:       704.35669 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 114.9931106567s, input_fired_time: 1.1765935421, output_fired_time: 0.8139650226, propagate_forward_time: 45.9445838928, propagate_backward_time: 64.7069015503, weight_update_time: 0.1155123562, other_time: 2.3510665894
epoch time: 11.3632345200s, input_fired_time: 0.1461303085, output_fired_time: 0.0000000000, propagate_forward_time: 10.7536373138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634666443
validation[          , genome  7072] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       774.49957, best error:       704.35669 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 128.7954559326s, input_fired_time: 1.2629584074, output_fired_time: 0.8920007348, propagate_forward_time: 51.4250946045, propagate_backward_time: 72.6562576294, weight_update_time: 0.1292711049, other_time: 2.5591506958
epoch time: 11.8415098190s, input_fired_time: 0.1507775635, output_fired_time: 0.0000000000, propagate_forward_time: 11.2152299881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755020142
validation[          , genome  7072] predictions:    9731/  10000 (97.31%), best:    9785/10000 (97.85%), error:       861.52771, best error:       704.35669 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 115.4516983032s, input_fired_time: 1.1654483080, output_fired_time: 0.8067699075, propagate_forward_time: 45.9512672424, propagate_backward_time: 65.2138748169, weight_update_time: 0.1156155914, other_time: 2.3143386841
epoch time: 10.9230794907s, input_fired_time: 0.1452401727, output_fired_time: 0.0000000000, propagate_forward_time: 10.3251771927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526624680
validation[          , genome  7072] predictions:    9747/  10000 (97.47%), best:    9785/10000 (97.85%), error:       859.18207, best error:       704.35669 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 130.4067077637s, input_fired_time: 1.2601395845, output_fired_time: 0.8990153074, propagate_forward_time: 52.1280250549, propagate_backward_time: 73.5787124634, weight_update_time: 0.1290524900, other_time: 2.5408096313
epoch time: 8.6190309525s, input_fired_time: 0.1241250932, output_fired_time: 0.0000000000, propagate_forward_time: 8.1096973419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852081299
validation[          , genome  7072] predictions:    9680/  10000 (96.80%), best:    9785/10000 (97.85%), error:      1052.61951, best error:       704.35669 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.2345733643s, input_fired_time: 1.1640652418, output_fired_time: 0.8074376583, propagate_forward_time: 45.3289260864, propagate_backward_time: 64.6301879883, weight_update_time: 0.1134307310, other_time: 2.3039627075
epoch time: 9.1567449570s, input_fired_time: 0.1255944222, output_fired_time: 0.0000000000, propagate_forward_time: 8.6376180649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935327530
validation[          , genome  7072] predictions:    9741/  10000 (97.41%), best:    9785/10000 (97.85%), error:       827.07892, best error:       704.35669 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 113.7883224487s, input_fired_time: 1.1691842079, output_fired_time: 0.8091191053, propagate_forward_time: 45.2463417053, propagate_backward_time: 64.2462692261, weight_update_time: 0.1148065552, other_time: 2.3174057007
epoch time: 9.3383970261s, input_fired_time: 0.1350090355, output_fired_time: 0.0000000000, propagate_forward_time: 8.7915401459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4118480682
validation[          , genome  7072] predictions:    9759/  10000 (97.59%), best:    9785/10000 (97.85%), error:       782.31134, best error:       704.35669 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 112.1503524780s, input_fired_time: 1.1967329979, output_fired_time: 0.7932847142, propagate_forward_time: 44.3865890503, propagate_backward_time: 63.3565101624, weight_update_time: 0.1169078946, other_time: 2.4172401428
epoch time: 11.4330425262s, input_fired_time: 0.1555956751, output_fired_time: 0.0000000000, propagate_forward_time: 10.7932367325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842100143
validation[          , genome  7072] predictions:    9774/  10000 (97.74%), best:    9785/10000 (97.85%), error:       714.79272, best error:       704.35669 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 125.2102203369s, input_fired_time: 1.2652064562, output_fired_time: 0.8691216111, propagate_forward_time: 49.9056625366, propagate_backward_time: 70.5455322266, weight_update_time: 0.1280841082, other_time: 2.6246948242
epoch time: 8.3018732071s, input_fired_time: 0.1241359711, output_fired_time: 0.0000000000, propagate_forward_time: 7.7995772362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781599998
validation[          , genome  7072] predictions:    9758/  10000 (97.58%), best:    9785/10000 (97.85%), error:       795.31274, best error:       704.35669 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 117.9351806641s, input_fired_time: 1.2193500996, output_fired_time: 0.8305410147, propagate_forward_time: 46.8571472168, propagate_backward_time: 66.5387878418, weight_update_time: 0.1214833260, other_time: 2.4893493652
epoch time: 10.7031259537s, input_fired_time: 0.1553990245, output_fired_time: 0.0000000000, propagate_forward_time: 10.0906229019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571037292
validation[          , genome  7072] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       683.60138, best error:       683.60138 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 116.3058700562s, input_fired_time: 1.2128493786, output_fired_time: 0.8164426088, propagate_forward_time: 46.3378486633, propagate_backward_time: 65.4651489258, weight_update_time: 0.1215966344, other_time: 2.4735717773
epoch time: 8.6305398941s, input_fired_time: 0.1270022392, output_fired_time: 0.0000000000, propagate_forward_time: 8.1107225418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928155899
validation[          , genome  7072] predictions:    9751/  10000 (97.51%), best:    9793/10000 (97.93%), error:       799.46649, best error:       683.60138 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 116.8872604370s, input_fired_time: 1.2085601091, output_fired_time: 0.8179042935, propagate_forward_time: 46.6624450684, propagate_backward_time: 65.7158432007, weight_update_time: 0.1217982620, other_time: 2.4825134277
epoch time: 8.7249679565s, input_fired_time: 0.1261899918, output_fired_time: 0.0000000000, propagate_forward_time: 8.2086868286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900909424
validation[          , genome  7072] predictions:    9770/  10000 (97.70%), best:    9793/10000 (97.93%), error:       791.33661, best error:       683.60138 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 121.4838638306s, input_fired_time: 1.2316639423, output_fired_time: 0.8494358659, propagate_forward_time: 48.4714698792, propagate_backward_time: 68.4386901855, weight_update_time: 0.1229462698, other_time: 2.4925994873
epoch time: 9.2273502350s, input_fired_time: 0.1260348707, output_fired_time: 0.0000000000, propagate_forward_time: 8.7047939301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965215683
validation[          , genome  7072] predictions:    9744/  10000 (97.44%), best:    9793/10000 (97.93%), error:       819.05988, best error:       683.60138 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 124.0139236450s, input_fired_time: 1.2388725281, output_fired_time: 0.8609645367, propagate_forward_time: 49.4558105469, propagate_backward_time: 69.9320144653, weight_update_time: 0.1262033284, other_time: 2.5262680054
epoch time: 9.1368837357s, input_fired_time: 0.1312227547, output_fired_time: 0.0000000000, propagate_forward_time: 8.5908575058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148035049
validation[          , genome  7072] predictions:    9722/  10000 (97.22%), best:    9793/10000 (97.93%), error:       904.38519, best error:       683.60138 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 108.5259552002s, input_fired_time: 1.1215019226, output_fired_time: 0.7662674189, propagate_forward_time: 42.7235565186, propagate_backward_time: 61.6847076416, weight_update_time: 0.1107512191, other_time: 2.2299194336
epoch time: 9.1887998581s, input_fired_time: 0.1253907531, output_fired_time: 0.0000000000, propagate_forward_time: 8.6705169678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928918839
validation[          , genome  7072] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       676.05811, best error:       676.05811 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 107.5346374512s, input_fired_time: 1.1210762262, output_fired_time: 0.7645429969, propagate_forward_time: 42.6486206055, propagate_backward_time: 60.8182601929, weight_update_time: 0.1077897847, other_time: 2.1821365356
epoch time: 9.0311450958s, input_fired_time: 0.1248833910, output_fired_time: 0.0000000000, propagate_forward_time: 8.5219621658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842992783
validation[          , genome  7072] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       727.16809, best error:       676.05811 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 107.4271774292s, input_fired_time: 1.1327388287, output_fired_time: 0.7723889351, propagate_forward_time: 43.1641349792, propagate_backward_time: 60.1700782776, weight_update_time: 0.1076718196, other_time: 2.1878356934
epoch time: 9.0382337570s, input_fired_time: 0.1257720888, output_fired_time: 0.0000000000, propagate_forward_time: 8.5230436325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894176483
validation[          , genome  7072] predictions:    9779/  10000 (97.79%), best:    9791/10000 (97.91%), error:       725.55762, best error:       676.05811 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.4191894531s, input_fired_time: 1.1482785940, output_fired_time: 0.7535904050, propagate_forward_time: 42.0422592163, propagate_backward_time: 60.1458320618, weight_update_time: 0.1138375252, other_time: 2.3292274475
epoch time: 8.2623414993s, input_fired_time: 0.1229570881, output_fired_time: 0.0000000000, propagate_forward_time: 7.7579331398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814511299
validation[          , genome  7072] predictions:    9747/  10000 (97.47%), best:    9791/10000 (97.91%), error:       844.50269, best error:       676.05811 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 104.3295974731s, input_fired_time: 1.1491624117, output_fired_time: 0.7534996867, propagate_forward_time: 41.3691215515, propagate_backward_time: 58.7161445618, weight_update_time: 0.1112341061, other_time: 2.3416671753
epoch time: 8.1456861496s, input_fired_time: 0.1210224479, output_fired_time: 0.0000000000, propagate_forward_time: 7.6505303383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741335869
validation[          , genome  7072] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       660.84338, best error:       660.84338 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 106.6454925537s, input_fired_time: 1.1620768309, output_fired_time: 0.7647757530, propagate_forward_time: 42.3325042725, propagate_backward_time: 60.0510902405, weight_update_time: 0.1128338799, other_time: 2.3350410461
epoch time: 8.1827859879s, input_fired_time: 0.1290804893, output_fired_time: 0.0000000000, propagate_forward_time: 7.6785893440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751158714
validation[          , genome  7072] predictions:    9749/  10000 (97.49%), best:    9811/10000 (98.11%), error:       809.12982, best error:       660.84338 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 105.9457931519s, input_fired_time: 1.1562163830, output_fired_time: 0.7636981606, propagate_forward_time: 41.9528770447, propagate_backward_time: 59.7121772766, weight_update_time: 0.1124346480, other_time: 2.3608245850
epoch time: 9.1904468536s, input_fired_time: 0.1353807449, output_fired_time: 0.0000000000, propagate_forward_time: 8.6435985565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114675522
validation[          , genome  7072] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       745.15051, best error:       660.84338 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 108.9084930420s, input_fired_time: 1.1712521315, output_fired_time: 0.7819601893, propagate_forward_time: 43.2942810059, propagate_backward_time: 61.3007583618, weight_update_time: 0.1147012785, other_time: 2.3602447510
epoch time: 8.6544466019s, input_fired_time: 0.1288475990, output_fired_time: 0.0000000000, propagate_forward_time: 8.1340694427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915290833
validation[          , genome  7072] predictions:    9770/  10000 (97.70%), best:    9811/10000 (98.11%), error:       765.02795, best error:       660.84338 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 110.7245483398s, input_fired_time: 1.1862373352, output_fired_time: 0.7867091298, propagate_forward_time: 43.9992637634, propagate_backward_time: 62.3787918091, weight_update_time: 0.1167656407, other_time: 2.3735427856
epoch time: 8.1343278885s, input_fired_time: 0.1246012300, output_fired_time: 0.0000000000, propagate_forward_time: 7.6207623482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889641762
validation[          , genome  7072] predictions:    9669/  10000 (96.69%), best:    9811/10000 (98.11%), error:      1053.89685, best error:       660.84338 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 106.4676208496s, input_fired_time: 1.1641443968, output_fired_time: 0.7661629915, propagate_forward_time: 42.1453552246, propagate_backward_time: 60.0582160950, weight_update_time: 0.1127140447, other_time: 2.3337364197
epoch time: 8.4208841324s, input_fired_time: 0.1261160821, output_fired_time: 0.0000000000, propagate_forward_time: 7.9130382538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817300797
validation[          , genome  7072] predictions:    9792/  10000 (97.92%), best:    9811/10000 (98.11%), error:       710.34229, best error:       660.84338 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.0362854004s, input_fired_time: 1.1854796410, output_fired_time: 0.8083621264, propagate_forward_time: 45.1894989014, propagate_backward_time: 64.4911270142, weight_update_time: 0.1169429049, other_time: 2.3618164062
epoch time: 10.1972513199s, input_fired_time: 0.1354125142, output_fired_time: 0.0000000000, propagate_forward_time: 9.6325006485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293384552
validation[          , genome  7072] predictions:    9754/  10000 (97.54%), best:    9811/10000 (98.11%), error:       833.13751, best error:       660.84338 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 117.0616073608s, input_fired_time: 1.2091923952, output_fired_time: 0.8230391741, propagate_forward_time: 46.9689750671, propagate_backward_time: 65.6352462769, weight_update_time: 0.1200106665, other_time: 2.4251632690
epoch time: 9.1712341309s, input_fired_time: 0.1347171217, output_fired_time: 0.0000000000, propagate_forward_time: 8.6170091629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195079803
validation[          , genome  7072] predictions:    9711/  10000 (97.11%), best:    9811/10000 (98.11%), error:       969.83118, best error:       660.84338 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 108.7529296875s, input_fired_time: 1.1709705591, output_fired_time: 0.7775676847, propagate_forward_time: 43.3510856628, propagate_backward_time: 61.0958900452, weight_update_time: 0.1150671020, other_time: 2.3574218750
epoch time: 10.2486696243s, input_fired_time: 0.1443301737, output_fired_time: 0.0000000000, propagate_forward_time: 9.6593875885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449520111
validation[          , genome  7072] predictions:    9724/  10000 (97.24%), best:    9811/10000 (98.11%), error:       894.49164, best error:       660.84338 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 113.7248992920s, input_fired_time: 1.1938545704, output_fired_time: 0.8069347143, propagate_forward_time: 45.0928421021, propagate_backward_time: 64.2378082275, weight_update_time: 0.1174777150, other_time: 2.3934555054
epoch time: 9.9805355072s, input_fired_time: 0.1381030530, output_fired_time: 0.0000000000, propagate_forward_time: 9.4194831848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229488373
validation[          , genome  7072] predictions:    9782/  10000 (97.82%), best:    9811/10000 (98.11%), error:       723.01709, best error:       660.84338 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 112.0239944458s, input_fired_time: 1.1852400303, output_fired_time: 0.7997062802, propagate_forward_time: 44.4536056519, propagate_backward_time: 63.2233963013, weight_update_time: 0.1161242574, other_time: 2.3620452881
epoch time: 7.9899797440s, input_fired_time: 0.1241160706, output_fired_time: 0.0000000000, propagate_forward_time: 7.4945354462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713283539
validation[          , genome  7072] predictions:    9707/  10000 (97.07%), best:    9811/10000 (98.11%), error:      1062.09888, best error:       660.84338 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.1244201660s, input_fired_time: 1.1938003302, output_fired_time: 0.7973021865, propagate_forward_time: 44.1437606812, propagate_backward_time: 62.5609664917, weight_update_time: 0.1171178296, other_time: 2.4285888672
epoch time: 8.5253038406s, input_fired_time: 0.1277643591, output_fired_time: 0.0000000000, propagate_forward_time: 8.0050220490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925170898
validation[          , genome  7072] predictions:    9782/  10000 (97.82%), best:    9811/10000 (98.11%), error:       743.49042, best error:       660.84338 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 100.6101760864s, input_fired_time: 1.1263182163, output_fired_time: 0.7333297729, propagate_forward_time: 39.6882095337, propagate_backward_time: 56.8032760620, weight_update_time: 0.1079464927, other_time: 2.2590408325
epoch time: 8.3354730606s, input_fired_time: 0.1257859766, output_fired_time: 0.0000000000, propagate_forward_time: 7.8294005394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3802866936
validation[          , genome  7072] predictions:    9686/  10000 (96.86%), best:    9811/10000 (98.11%), error:       999.02802, best error:       660.84338 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.4281692505s, input_fired_time: 1.1922456026, output_fired_time: 0.7940871716, propagate_forward_time: 43.7810745239, propagate_backward_time: 62.2541389465, weight_update_time: 0.1167075410, other_time: 2.4066200256
epoch time: 10.0106048584s, input_fired_time: 0.1420103163, output_fired_time: 0.0000000000, propagate_forward_time: 9.4392499924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293441772
validation[          , genome  7072] predictions:    9781/  10000 (97.81%), best:    9811/10000 (98.11%), error:       725.85669, best error:       660.84338 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 110.1708297729s, input_fired_time: 1.1929771900, output_fired_time: 0.7804596424, propagate_forward_time: 43.9017181396, propagate_backward_time: 61.9058036804, weight_update_time: 0.1165526509, other_time: 2.3898735046
epoch time: 7.9047813416s, input_fired_time: 0.1223527193, output_fired_time: 0.0000000000, propagate_forward_time: 7.4156751633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667535782
validation[          , genome  7072] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       738.26868, best error:       660.84338 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 103.3368759155s, input_fired_time: 1.1502630711, output_fired_time: 0.7484503984, propagate_forward_time: 40.7090721130, propagate_backward_time: 58.3738784790, weight_update_time: 0.1124612167, other_time: 2.3552131653
epoch time: 8.3227891922s, input_fired_time: 0.1256667823, output_fired_time: 0.0000000000, propagate_forward_time: 7.8196835518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774390221
validation[          , genome  7072] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       761.65503, best error:       660.84338 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 105.8621902466s, input_fired_time: 1.1628503799, output_fired_time: 0.7620987892, propagate_forward_time: 41.9313888550, propagate_backward_time: 59.6885757446, weight_update_time: 0.1131238118, other_time: 2.3172760010
epoch time: 11.5171842575s, input_fired_time: 0.1508318186, output_fired_time: 0.0000000000, propagate_forward_time: 10.8989143372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4674377441
validation[          , genome  7072] predictions:    9774/  10000 (97.74%), best:    9811/10000 (98.11%), error:       812.62262, best error:       660.84338 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 105.9599304199s, input_fired_time: 1.1540622711, output_fired_time: 0.7587603331, propagate_forward_time: 41.7731208801, propagate_backward_time: 59.9993553162, weight_update_time: 0.1112299040, other_time: 2.2746353149
epoch time: 8.7819099426s, input_fired_time: 0.1300847977, output_fired_time: 0.0000000000, propagate_forward_time: 8.2566576004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951673508
validation[          , genome  7072] predictions:    9720/  10000 (97.20%), best:    9811/10000 (98.11%), error:       915.82800, best error:       660.84338 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 116.1014404297s, input_fired_time: 1.2065877914, output_fired_time: 0.8150380850, propagate_forward_time: 46.1602172852, propagate_backward_time: 65.4728088379, weight_update_time: 0.1199164614, other_time: 2.4467849731
epoch time: 9.6438961029s, input_fired_time: 0.1330736130, output_fired_time: 0.0000000000, propagate_forward_time: 9.1001453400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4106769562
validation[          , genome  7072] predictions:    9733/  10000 (97.33%), best:    9811/10000 (98.11%), error:       874.38556, best error:       660.84338 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 117.5300827026s, input_fired_time: 1.2101843357, output_fired_time: 0.8208416104, propagate_forward_time: 46.9902153015, propagate_backward_time: 66.1344375610, weight_update_time: 0.1175575703, other_time: 2.3744125366
epoch time: 10.1913499832s, input_fired_time: 0.1379589736, output_fired_time: 0.0000000000, propagate_forward_time: 9.6270694733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263219833
validation[          , genome  7072] predictions:    9770/  10000 (97.70%), best:    9811/10000 (98.11%), error:       758.33850, best error:       660.84338 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 117.6782608032s, input_fired_time: 1.2112604380, output_fired_time: 0.8175029159, propagate_forward_time: 47.0343246460, propagate_backward_time: 66.2074050903, weight_update_time: 0.1200351268, other_time: 2.4077682495
epoch time: 8.7901229858s, input_fired_time: 0.1287760139, output_fired_time: 0.0000000000, propagate_forward_time: 8.2666730881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946743011
validation[          , genome  7072] predictions:    9723/  10000 (97.23%), best:    9811/10000 (98.11%), error:       905.36511, best error:       660.84338 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.5977783203s, input_fired_time: 1.2326662540, output_fired_time: 0.8368569016, propagate_forward_time: 47.5789680481, propagate_backward_time: 67.4750976562, weight_update_time: 0.1237666458, other_time: 2.4741821289
epoch time: 8.2826642990s, input_fired_time: 0.1253183037, output_fired_time: 0.0000000000, propagate_forward_time: 7.7793631554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779826164
validation[          , genome  7072] predictions:    9751/  10000 (97.51%), best:    9811/10000 (98.11%), error:       833.55420, best error:       660.84338 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.9333724976s, input_fired_time: 1.1623048782, output_fired_time: 0.7742016315, propagate_forward_time: 42.8192138672, propagate_backward_time: 60.8265495300, weight_update_time: 0.1145279333, other_time: 2.3511009216
epoch time: 8.2662496567s, input_fired_time: 0.1262809634, output_fired_time: 0.0000000000, propagate_forward_time: 7.7433547974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966140747
validation[          , genome  7072] predictions:    9767/  10000 (97.67%), best:    9811/10000 (98.11%), error:       792.92273, best error:       660.84338 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 103.0826263428s, input_fired_time: 1.1377458572, output_fired_time: 0.7406651378, propagate_forward_time: 40.6842231750, propagate_backward_time: 58.2297248840, weight_update_time: 0.1107495576, other_time: 2.2902679443
epoch time: 8.0050144196s, input_fired_time: 0.1206696779, output_fired_time: 0.0000000000, propagate_forward_time: 7.5143389702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700056076
validation[          , genome  7072] predictions:    9777/  10000 (97.77%), best:    9811/10000 (98.11%), error:       798.15833, best error:       660.84338 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 100.2864990234s, input_fired_time: 1.1195651293, output_fired_time: 0.7280938625, propagate_forward_time: 39.4133720398, propagate_backward_time: 56.7680587769, weight_update_time: 0.1085095778, other_time: 2.2574043274
epoch time: 8.3350734711s, input_fired_time: 0.1234303936, output_fired_time: 0.0000000000, propagate_forward_time: 7.8330941200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785490990
validation[          , genome  7072] predictions:    9771/  10000 (97.71%), best:    9811/10000 (98.11%), error:       800.97687, best error:       660.84338 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 106.9605712891s, input_fired_time: 1.1611232758, output_fired_time: 0.7649238110, propagate_forward_time: 42.3648719788, propagate_backward_time: 60.3218154907, weight_update_time: 0.1135595888, other_time: 2.3478355408
epoch time: 10.2751035690s, input_fired_time: 0.1456720233, output_fired_time: 0.0000000000, propagate_forward_time: 9.6762027740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4532289505
validation[          , genome  7072] predictions:    9768/  10000 (97.68%), best:    9811/10000 (98.11%), error:       762.24683, best error:       660.84338 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 109.0315551758s, input_fired_time: 1.1802419424, output_fired_time: 0.7754247189, propagate_forward_time: 43.2287216187, propagate_backward_time: 61.4587402344, weight_update_time: 0.1157096550, other_time: 2.3884277344
epoch time: 10.9641046524s, input_fired_time: 0.1535951942, output_fired_time: 0.0000000000, propagate_forward_time: 10.3475456238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629640579
validation[          , genome  7072] predictions:    9757/  10000 (97.57%), best:    9811/10000 (98.11%), error:       838.01520, best error:       660.84338 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 105.0565719604s, input_fired_time: 1.1499983072, output_fired_time: 0.7572776079, propagate_forward_time: 41.5885505676, propagate_backward_time: 59.2643775940, weight_update_time: 0.1124863699, other_time: 2.2963638306
epoch time: 8.7369947433s, input_fired_time: 0.1326559931, output_fired_time: 0.0000000000, propagate_forward_time: 8.2007665634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035720825
validation[          , genome  7072] predictions:    9747/  10000 (97.47%), best:    9811/10000 (98.11%), error:       913.45154, best error:       660.84338 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 129.8103637695s, input_fired_time: 1.2906397581, output_fired_time: 0.9022996426, propagate_forward_time: 51.6287727356, propagate_backward_time: 73.3998336792, weight_update_time: 0.1302214265, other_time: 2.5888290405
epoch time: 9.1042490005s, input_fired_time: 0.1282815188, output_fired_time: 0.0000000000, propagate_forward_time: 8.5795183182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964490891
validation[          , genome  7072] predictions:    9724/  10000 (97.24%), best:    9811/10000 (98.11%), error:       934.61285, best error:       660.84338 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.5456466675s, input_fired_time: 1.2378174067, output_fired_time: 0.8504032493, propagate_forward_time: 48.5086288452, propagate_backward_time: 68.4884109497, weight_update_time: 0.1209765151, other_time: 2.4603881836
epoch time: 9.4474916458s, input_fired_time: 0.1327382177, output_fired_time: 0.0000000000, propagate_forward_time: 8.9117994308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029541016
validation[          , genome  7072] predictions:    9786/  10000 (97.86%), best:    9811/10000 (98.11%), error:       737.55603, best error:       660.84338 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.8411483765s, input_fired_time: 1.1464177370, output_fired_time: 0.7514305115, propagate_forward_time: 41.0921669006, propagate_backward_time: 58.5805511475, weight_update_time: 0.1110797077, other_time: 2.2705802917
epoch time: 8.2179374695s, input_fired_time: 0.1231959164, output_fired_time: 0.0000000000, propagate_forward_time: 7.7198190689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749227524
validation[          , genome  7072] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       713.04034, best error:       660.84338 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.6637954712s, input_fired_time: 1.1693948507, output_fired_time: 0.7922872305, propagate_forward_time: 44.6534500122, propagate_backward_time: 62.7775688171, weight_update_time: 0.1124227345, other_time: 2.2710914612
epoch time: 9.1166391373s, input_fired_time: 0.1279412508, output_fired_time: 0.0000000000, propagate_forward_time: 8.5978298187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908681870
validation[          , genome  7072] predictions:    9778/  10000 (97.78%), best:    9811/10000 (98.11%), error:       753.43689, best error:       660.84338 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.8875808716s, input_fired_time: 1.1760342121, output_fired_time: 0.7831561565, propagate_forward_time: 44.0942649841, propagate_backward_time: 61.5646781921, weight_update_time: 0.1124930084, other_time: 2.2694473267
epoch time: 9.2208909988s, input_fired_time: 0.1352517754, output_fired_time: 0.0000000000, propagate_forward_time: 8.6827421188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028968811
validation[          , genome  7072] predictions:    9765/  10000 (97.65%), best:    9811/10000 (98.11%), error:       753.38684, best error:       660.84338 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 102.9205780029s, input_fired_time: 1.1504380703, output_fired_time: 0.7475607395, propagate_forward_time: 40.7629203796, propagate_backward_time: 57.9661407471, weight_update_time: 0.1105199754, other_time: 2.2935218811
epoch time: 8.3692483902s, input_fired_time: 0.1264900565, output_fired_time: 0.0000000000, propagate_forward_time: 7.8548240662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879346848
validation[          , genome  7072] predictions:    9753/  10000 (97.53%), best:    9811/10000 (98.11%), error:       816.26843, best error:       660.84338 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 102.7319717407s, input_fired_time: 1.1592235565, output_fired_time: 0.7379133105, propagate_forward_time: 40.9077720642, propagate_backward_time: 57.6062469482, weight_update_time: 0.1103734300, other_time: 2.3208122253
epoch time: 9.6448526382s, input_fired_time: 0.1423973888, output_fired_time: 0.0000000000, propagate_forward_time: 9.0770521164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254035950
validation[          , genome  7072] predictions:    9736/  10000 (97.36%), best:    9811/10000 (98.11%), error:       854.76849, best error:       660.84338 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 102.5522232056s, input_fired_time: 1.1430661678, output_fired_time: 0.7360831499, propagate_forward_time: 40.6849899292, propagate_backward_time: 57.6868515015, weight_update_time: 0.1105593666, other_time: 2.3012313843
epoch time: 9.4688167572s, input_fired_time: 0.1380034089, output_fired_time: 0.0000000000, propagate_forward_time: 8.9126291275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181842804
validation[          , genome  7072] predictions:    9736/  10000 (97.36%), best:    9811/10000 (98.11%), error:       843.96887, best error:       660.84338 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 103.5930862427s, input_fired_time: 1.1530529261, output_fired_time: 0.7399731874, propagate_forward_time: 41.0805778503, propagate_backward_time: 58.3214683533, weight_update_time: 0.1112328395, other_time: 2.2980117798
epoch time: 8.3651399612s, input_fired_time: 0.1262680590, output_fired_time: 0.0000000000, propagate_forward_time: 7.8595056534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793659210
validation[          , genome  7072] predictions:    9747/  10000 (97.47%), best:    9811/10000 (98.11%), error:       816.71558, best error:       660.84338 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 105.4932556152s, input_fired_time: 1.1626458168, output_fired_time: 0.7603313327, propagate_forward_time: 41.7405509949, propagate_backward_time: 59.5159721375, weight_update_time: 0.1121917218, other_time: 2.3137588501
epoch time: 8.2776708603s, input_fired_time: 0.1253432333, output_fired_time: 0.0000000000, propagate_forward_time: 7.7730903625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792371750
validation[          , genome  7072] predictions:    9773/  10000 (97.73%), best:    9811/10000 (98.11%), error:       772.85010, best error:       660.84338 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 111.0927963257s, input_fired_time: 1.2010859251, output_fired_time: 0.7903603911, propagate_forward_time: 44.0845184326, propagate_backward_time: 62.6222534180, weight_update_time: 0.1174058840, other_time: 2.3945770264
epoch time: 8.6267347336s, input_fired_time: 0.1285896152, output_fired_time: 0.0000000000, propagate_forward_time: 8.1101245880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880205154
validation[          , genome  7072] predictions:    9740/  10000 (97.40%), best:    9811/10000 (98.11%), error:       855.55634, best error:       660.84338 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 111.8336639404s, input_fired_time: 1.2016401291, output_fired_time: 0.7909619808, propagate_forward_time: 44.2658576965, propagate_backward_time: 63.1561279297, weight_update_time: 0.1181514934, other_time: 2.4190826416
epoch time: 8.4967164993s, input_fired_time: 0.1273459345, output_fired_time: 0.0000000000, propagate_forward_time: 7.9904766083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788938522
validation[          , genome  7072] predictions:    9765/  10000 (97.65%), best:    9811/10000 (98.11%), error:       801.12793, best error:       660.84338 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 101.1291046143s, input_fired_time: 1.1438649893, output_fired_time: 0.7360284328, propagate_forward_time: 40.0058059692, propagate_backward_time: 56.9761505127, weight_update_time: 0.1091861650, other_time: 2.2672500610
epoch time: 8.5190200806s, input_fired_time: 0.1290340424, output_fired_time: 0.0000000000, propagate_forward_time: 8.0057678223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842182159
validation[          , genome  7072] predictions:    9754/  10000 (97.54%), best:    9811/10000 (98.11%), error:       806.54175, best error:       660.84338 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 110.2728958130s, input_fired_time: 1.1582493782, output_fired_time: 0.7867105603, propagate_forward_time: 43.5388946533, propagate_backward_time: 62.5648002625, weight_update_time: 0.1096824035, other_time: 2.2242393494
epoch time: 9.2005739212s, input_fired_time: 0.1320726871, output_fired_time: 0.0000000000, propagate_forward_time: 8.6722698212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962316513
validation[          , genome  7072] predictions:    9765/  10000 (97.65%), best:    9811/10000 (98.11%), error:       785.50372, best error:       660.84338 on epoch:    59, 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: 53.8587608337s, input_fired_time: 0.7139455080, output_fired_time: 0.0000000000, propagate_forward_time: 50.8725242615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2722892761
best training[          , genome  7072] predictions:   49648/  50000 (99.30%), best:    9811/10000 (98.11%), error:      1468.82373, best error:       660.84338 on epoch:    59, 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: 9.0052566528s, input_fired_time: 0.1237486303, output_fired_time: 0.0000000000, propagate_forward_time: 8.4835224152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979854584
   testing[          , genome  7072] predictions:    9790/  10000 (97.90%), best:    9811/10000 (98.11%), error:       693.35480, best error:       660.84338 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:34:19 (41952): called boinc_finish(0)

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