Nameexact_genome_1512568488_43_6204_0
Workunit2602270
Created7 Dec 2017, 18:31:07 UTC
Sent7 Dec 2017, 18:39:18 UTC
Report deadline13 Dec 2017, 8:41:59 UTC
Received8 Dec 2017, 10:15:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55108
Run time3 hours 6 min 36 sec
CPU time3 hours 2 min 40 sec
Validate stateValid
Credit1,396.30
Device peak FLOPS2.57 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.38 MB
Peak swap size157.63 MB
Peak disk usage1.85 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
70, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253801346
validation[          , genome  6204] predictions:    9623/  10000 (96.23%), best:    9621/10000 (96.21%), error:      1307.92041, best error:      1267.88538 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 104.9846267700s, input_fired_time: 1.0187886953, output_fired_time: 0.8604921103, propagate_forward_time: 38.4551124573, propagate_backward_time: 61.7167129517, weight_update_time: 0.1292407662, other_time: 2.9335250854
epoch time: 9.0208673477s, input_fired_time: 0.1208420098, output_fired_time: 0.0000000000, propagate_forward_time: 7.3763413429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5236840248
validation[          , genome  6204] predictions:    9582/  10000 (95.82%), best:    9621/10000 (96.21%), error:      1379.81909, best error:      1267.88538 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 107.5604782104s, input_fired_time: 0.9685090184, output_fired_time: 0.8644371033, propagate_forward_time: 41.4130401611, propagate_backward_time: 61.3524780273, weight_update_time: 0.1301648915, other_time: 2.9620208740
epoch time: 8.0414333344s, input_fired_time: 0.1216332465, output_fired_time: 0.0000000000, propagate_forward_time: 7.4033637047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164365768
validation[          , genome  6204] predictions:    9580/  10000 (95.80%), best:    9621/10000 (96.21%), error:      1355.24805, best error:      1267.88538 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 105.7410888672s, input_fired_time: 0.9648782611, output_fired_time: 0.8597027063, propagate_forward_time: 38.4159851074, propagate_backward_time: 62.5431251526, weight_update_time: 0.1303432435, other_time: 2.9573936462
epoch time: 7.9866166115s, input_fired_time: 0.1197624803, output_fired_time: 0.0000000000, propagate_forward_time: 7.3489236832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179305077
validation[          , genome  6204] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1180.61414, best error:      1180.61414 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 104.6101150513s, input_fired_time: 0.9639323354, output_fired_time: 0.8572241664, propagate_forward_time: 38.2218246460, propagate_backward_time: 61.6064300537, weight_update_time: 0.1304102838, other_time: 2.9607009888
epoch time: 9.3593435287s, input_fired_time: 0.1259254515, output_fired_time: 0.0000000000, propagate_forward_time: 8.7009677887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324506760
validation[          , genome  6204] predictions:    9516/  10000 (95.16%), best:    9623/10000 (96.23%), error:      1600.29797, best error:      1180.61414 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 108.8670349121s, input_fired_time: 0.9979912639, output_fired_time: 0.8806390762, propagate_forward_time: 39.7183799744, propagate_backward_time: 64.2040634155, weight_update_time: 0.1291166246, other_time: 3.0659561157
epoch time: 11.1875886917s, input_fired_time: 0.1566445231, output_fired_time: 0.0000000000, propagate_forward_time: 10.3866558075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442880630
validation[          , genome  6204] predictions:    9366/  10000 (93.66%), best:    9623/10000 (96.23%), error:      1991.75635, best error:      1180.61414 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 105.3985214233s, input_fired_time: 0.9816350937, output_fired_time: 0.8759915829, propagate_forward_time: 40.5284461975, propagate_backward_time: 60.0476264954, weight_update_time: 0.1297812760, other_time: 2.9648208618
epoch time: 9.2606649399s, input_fired_time: 0.1226726845, output_fired_time: 0.0000000000, propagate_forward_time: 8.6153650284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5226268768
validation[          , genome  6204] predictions:    9632/  10000 (96.32%), best:    9623/10000 (96.23%), error:      1222.76245, best error:      1180.61414 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 104.7657012939s, input_fired_time: 0.9619015455, output_fired_time: 0.8575953245, propagate_forward_time: 38.2821044922, propagate_backward_time: 60.7148857117, weight_update_time: 0.1298350096, other_time: 3.9492149353
epoch time: 8.0502481461s, input_fired_time: 0.1201090142, output_fired_time: 0.0000000000, propagate_forward_time: 7.4147672653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153717995
validation[          , genome  6204] predictions:    9658/  10000 (96.58%), best:    9658/10000 (96.58%), error:      1104.69250, best error:      1104.69250 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.8985519409s, input_fired_time: 1.0219501257, output_fired_time: 0.8976203799, propagate_forward_time: 40.4968643188, propagate_backward_time: 65.4050369263, weight_update_time: 0.1303892136, other_time: 3.0770797729
epoch time: 7.9410343170s, input_fired_time: 0.1206162125, output_fired_time: 0.0000000000, propagate_forward_time: 7.3053693771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150485039
validation[          , genome  6204] predictions:    9457/  10000 (94.57%), best:    9658/10000 (96.58%), error:      1757.58630, best error:      1104.69250 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 104.4369964600s, input_fired_time: 0.9628459215, output_fired_time: 0.8569030762, propagate_forward_time: 41.0936203003, propagate_backward_time: 58.5937538147, weight_update_time: 0.1305867732, other_time: 2.9298744202
epoch time: 9.0701627731s, input_fired_time: 0.1224679574, output_fired_time: 0.0000000000, propagate_forward_time: 8.4225244522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5251703262
validation[          , genome  6204] predictions:    9645/  10000 (96.45%), best:    9658/10000 (96.58%), error:      1150.79077, best error:      1104.69250 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 104.2059783936s, input_fired_time: 0.9643376470, output_fired_time: 0.8501335979, propagate_forward_time: 40.1918258667, propagate_backward_time: 59.2672462463, weight_update_time: 0.1292128861, other_time: 2.9324302673
epoch time: 9.5153694153s, input_fired_time: 0.1268138736, output_fired_time: 0.0000000000, propagate_forward_time: 8.8439216614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5446338654
validation[          , genome  6204] predictions:    9627/  10000 (96.27%), best:    9658/10000 (96.58%), error:      1220.88367, best error:      1104.69250 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 104.4057083130s, input_fired_time: 0.9621816278, output_fired_time: 0.8530492187, propagate_forward_time: 39.1986351013, propagate_backward_time: 60.4573783875, weight_update_time: 0.1298882961, other_time: 2.9344635010
epoch time: 7.9068346024s, input_fired_time: 0.1188755184, output_fired_time: 0.0000000000, propagate_forward_time: 7.2835998535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043592453
validation[          , genome  6204] predictions:    9574/  10000 (95.74%), best:    9658/10000 (96.58%), error:      1363.23303, best error:      1104.69250 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 105.7872161865s, input_fired_time: 0.9668260217, output_fired_time: 0.8593800068, propagate_forward_time: 38.2207603455, propagate_backward_time: 62.8007583618, weight_update_time: 0.1294303983, other_time: 2.9394912720
epoch time: 8.0350179672s, input_fired_time: 0.1223262027, output_fired_time: 0.0000000000, propagate_forward_time: 7.3954434395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172481537
validation[          , genome  6204] predictions:    9631/  10000 (96.31%), best:    9658/10000 (96.58%), error:      1166.72583, best error:      1104.69250 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 104.5007324219s, input_fired_time: 0.9657653570, output_fired_time: 0.8568673730, propagate_forward_time: 39.2181129456, propagate_backward_time: 60.5355606079, weight_update_time: 0.1285452843, other_time: 2.9244270325
epoch time: 9.3648357391s, input_fired_time: 0.1263853461, output_fired_time: 0.0000000000, propagate_forward_time: 8.7075757980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308742523
validation[          , genome  6204] predictions:    9594/  10000 (95.94%), best:    9658/10000 (96.58%), error:      1351.65747, best error:      1104.69250 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 104.8684616089s, input_fired_time: 0.9663220644, output_fired_time: 0.8581697941, propagate_forward_time: 37.4452514648, propagate_backward_time: 62.6538543701, weight_update_time: 0.1293511987, other_time: 2.9448623657
epoch time: 8.1521892548s, input_fired_time: 0.1215330660, output_fired_time: 0.0000000000, propagate_forward_time: 7.5203576088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102982521
validation[          , genome  6204] predictions:    9439/  10000 (94.39%), best:    9658/10000 (96.58%), error:      1640.66919, best error:      1104.69250 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 107.8391189575s, input_fired_time: 1.0028581619, output_fired_time: 0.8705804348, propagate_forward_time: 40.1913909912, propagate_backward_time: 61.7258758545, weight_update_time: 0.1378171146, other_time: 4.0484085083
epoch time: 8.0365972519s, input_fired_time: 0.1215863228, output_fired_time: 0.0000000000, propagate_forward_time: 7.3957691193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5192418098
validation[          , genome  6204] predictions:    9618/  10000 (96.18%), best:    9658/10000 (96.58%), error:      1315.63123, best error:      1104.69250 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 104.6889495850s, input_fired_time: 0.9685556889, output_fired_time: 0.8571302295, propagate_forward_time: 38.3224029541, propagate_backward_time: 60.5966339111, weight_update_time: 0.1295163482, other_time: 3.9442214966
epoch time: 9.3274154663s, input_fired_time: 0.1249514744, output_fired_time: 0.0000000000, propagate_forward_time: 8.6690559387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334081650
validation[          , genome  6204] predictions:    9609/  10000 (96.09%), best:    9658/10000 (96.58%), error:      1240.87476, best error:      1104.69250 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 104.5529174805s, input_fired_time: 0.9698553681, output_fired_time: 0.8883705139, propagate_forward_time: 38.3966369629, propagate_backward_time: 61.3375740051, weight_update_time: 0.1309405118, other_time: 2.9604759216
epoch time: 9.3275432587s, input_fired_time: 0.1253352016, output_fired_time: 0.0000000000, propagate_forward_time: 8.6678285599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343799591
validation[          , genome  6204] predictions:    9613/  10000 (96.13%), best:    9658/10000 (96.58%), error:      1277.93054, best error:      1104.69250 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 104.7685928345s, input_fired_time: 0.9701198936, output_fired_time: 1.8682067394, propagate_forward_time: 39.3364448547, propagate_backward_time: 59.6473197937, weight_update_time: 0.1295627803, other_time: 2.9464950562
epoch time: 7.9014959335s, input_fired_time: 0.1215887815, output_fired_time: 0.0000000000, propagate_forward_time: 7.2686824799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112247467
validation[          , genome  6204] predictions:    9636/  10000 (96.36%), best:    9658/10000 (96.58%), error:      1225.21130, best error:      1104.69250 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 106.2351226807s, input_fired_time: 0.9746334553, output_fired_time: 0.8619921803, propagate_forward_time: 42.4132766724, propagate_backward_time: 59.0366630554, weight_update_time: 0.1304391474, other_time: 2.9485588074
epoch time: 8.0588655472s, input_fired_time: 0.1221849546, output_fired_time: 0.0000000000, propagate_forward_time: 7.4249730110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117077827
validation[          , genome  6204] predictions:    9661/  10000 (96.61%), best:    9658/10000 (96.58%), error:      1154.58179, best error:      1104.69250 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 120.1937408447s, input_fired_time: 1.0844887495, output_fired_time: 0.9321587086, propagate_forward_time: 43.8742980957, propagate_backward_time: 70.8475875854, weight_update_time: 0.1549557447, other_time: 3.4552078247
epoch time: 7.8612241745s, input_fired_time: 0.1198807806, output_fired_time: 0.0000000000, propagate_forward_time: 7.2371988297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041446686
validation[          , genome  6204] predictions:    9623/  10000 (96.23%), best:    9658/10000 (96.58%), error:      1208.73340, best error:      1104.69250 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 105.7600708008s, input_fired_time: 0.9741268754, output_fired_time: 0.8534622192, propagate_forward_time: 38.3300933838, propagate_backward_time: 62.6389465332, weight_update_time: 0.1301824898, other_time: 2.9634399414
epoch time: 7.9371871948s, input_fired_time: 0.1215535924, output_fired_time: 0.0000000000, propagate_forward_time: 7.3072361946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5083975792
validation[          , genome  6204] predictions:    9634/  10000 (96.34%), best:    9658/10000 (96.58%), error:      1166.50989, best error:      1104.69250 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 104.7910232544s, input_fired_time: 0.9724198580, output_fired_time: 0.8667098284, propagate_forward_time: 40.4143600464, propagate_backward_time: 59.6048164368, weight_update_time: 0.1297202706, other_time: 2.9327201843
epoch time: 9.3838481903s, input_fired_time: 0.1275078952, output_fired_time: 0.0000000000, propagate_forward_time: 8.7093219757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470180511
validation[          , genome  6204] predictions:    9635/  10000 (96.35%), best:    9658/10000 (96.58%), error:      1207.92651, best error:      1104.69250 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 105.0543060303s, input_fired_time: 1.0168410540, output_fired_time: 0.8619996905, propagate_forward_time: 38.4066162109, propagate_backward_time: 60.7981758118, weight_update_time: 0.1309821010, other_time: 3.9706764221
epoch time: 9.3138217926s, input_fired_time: 0.1258917451, output_fired_time: 0.0000000000, propagate_forward_time: 8.6533298492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5346002579
validation[          , genome  6204] predictions:    9613/  10000 (96.13%), best:    9658/10000 (96.58%), error:      1217.09631, best error:      1104.69250 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 104.6335601807s, input_fired_time: 1.9803349972, output_fired_time: 0.8524036407, propagate_forward_time: 39.3681488037, propagate_backward_time: 59.4974479675, weight_update_time: 0.1299347728, other_time: 2.9352302551
epoch time: 8.0030984879s, input_fired_time: 0.1223912239, output_fired_time: 0.0000000000, propagate_forward_time: 7.3544187546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262885094
validation[          , genome  6204] predictions:    9628/  10000 (96.28%), best:    9658/10000 (96.58%), error:      1181.64807, best error:      1104.69250 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 106.6742172241s, input_fired_time: 0.9689757824, output_fired_time: 0.8638021946, propagate_forward_time: 40.7069435120, propagate_backward_time: 60.1985054016, weight_update_time: 1.1566380262, other_time: 3.9359855652
epoch time: 8.1129426956s, input_fired_time: 0.1230285093, output_fired_time: 0.0000000000, propagate_forward_time: 7.4731645584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167498589
validation[          , genome  6204] predictions:    9645/  10000 (96.45%), best:    9658/10000 (96.58%), error:      1135.63574, best error:      1104.69250 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 105.7355194092s, input_fired_time: 0.9712293744, output_fired_time: 0.8671209812, propagate_forward_time: 38.9124908447, propagate_backward_time: 61.0532836914, weight_update_time: 0.1293151230, other_time: 3.9313964844
epoch time: 9.2964353561s, input_fired_time: 0.1271941066, output_fired_time: 0.0000000000, propagate_forward_time: 8.6291818619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400590897
validation[          , genome  6204] predictions:    9673/  10000 (96.73%), best:    9658/10000 (96.58%), error:      1122.01221, best error:      1104.69250 on epoch:    21, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 105.1317367554s, input_fired_time: 0.9844461679, output_fired_time: 0.8645392060, propagate_forward_time: 40.5668754578, propagate_backward_time: 58.7791442871, weight_update_time: 0.1299669743, other_time: 3.9367332458
epoch time: 13.2378473282s, input_fired_time: 0.1798453182, output_fired_time: 0.0000000000, propagate_forward_time: 12.3118476868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7461547852
validation[          , genome  6204] predictions:    9676/  10000 (96.76%), best:    9676/10000 (96.76%), error:      1078.26978, best error:      1078.26978 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 106.4281005859s, input_fired_time: 0.9779709578, output_fired_time: 0.8611077070, propagate_forward_time: 39.0219841003, propagate_backward_time: 62.6104507446, weight_update_time: 0.1297916025, other_time: 2.9565811157
epoch time: 8.8513498306s, input_fired_time: 0.1209632531, output_fired_time: 0.0000000000, propagate_forward_time: 7.2064695358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5239171982
validation[          , genome  6204] predictions:    9637/  10000 (96.37%), best:    9676/10000 (96.76%), error:      1190.62585, best error:      1078.26978 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 106.7751770020s, input_fired_time: 1.9908610582, output_fired_time: 0.8700665236, propagate_forward_time: 39.9872741699, propagate_backward_time: 60.9795951843, weight_update_time: 0.1302767992, other_time: 2.9473838806
epoch time: 9.2720756531s, input_fired_time: 0.1328908652, output_fired_time: 0.0000000000, propagate_forward_time: 8.5247335434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6144514084
validation[          , genome  6204] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1078.08447, best error:      1078.08447 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 107.8677673340s, input_fired_time: 0.9786407948, output_fired_time: 0.8738228679, propagate_forward_time: 40.1827087402, propagate_backward_time: 62.8520355225, weight_update_time: 0.1307430863, other_time: 2.9805603027
epoch time: 8.3315372467s, input_fired_time: 0.1218267530, output_fired_time: 0.0000000000, propagate_forward_time: 7.7020874023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076227188
validation[          , genome  6204] predictions:    9620/  10000 (96.20%), best:    9671/10000 (96.71%), error:      1267.86255, best error:      1078.08447 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 107.7159118652s, input_fired_time: 0.9924834967, output_fired_time: 0.8716166019, propagate_forward_time: 41.2240447998, propagate_backward_time: 61.6238136292, weight_update_time: 0.1405316293, other_time: 3.0039482117
epoch time: 8.0042896271s, input_fired_time: 0.1235523745, output_fired_time: 0.0000000000, propagate_forward_time: 7.3652105331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155267715
validation[          , genome  6204] predictions:    9603/  10000 (96.03%), best:    9671/10000 (96.71%), error:      1294.50830, best error:      1078.08447 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 104.9752044678s, input_fired_time: 1.0051424503, output_fired_time: 0.8664855957, propagate_forward_time: 42.3280982971, propagate_backward_time: 57.8168106079, weight_update_time: 0.1296111941, other_time: 2.9586677551
epoch time: 9.2381629944s, input_fired_time: 0.1269160658, output_fired_time: 0.0000000000, propagate_forward_time: 8.5816068649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296401978
validation[          , genome  6204] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       976.73035, best error:       976.73035 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 104.8462295532s, input_fired_time: 0.9801459312, output_fired_time: 0.8791628480, propagate_forward_time: 40.3856391907, propagate_backward_time: 59.6390190125, weight_update_time: 0.1298199296, other_time: 2.9622573853
epoch time: 8.0094289780s, input_fired_time: 0.1233134419, output_fired_time: 0.0000000000, propagate_forward_time: 7.3648977280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5212178230
validation[          , genome  6204] predictions:    9629/  10000 (96.29%), best:    9705/10000 (97.05%), error:      1230.03943, best error:       976.73035 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.5364913940s, input_fired_time: 1.0888907909, output_fired_time: 1.9964685440, propagate_forward_time: 44.1278839111, propagate_backward_time: 65.1433944702, weight_update_time: 0.1372585893, other_time: 3.1798553467
epoch time: 9.9291019440s, input_fired_time: 0.1268213093, output_fired_time: 0.0000000000, propagate_forward_time: 9.2020435333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002368927
validation[          , genome  6204] predictions:    9649/  10000 (96.49%), best:    9705/10000 (97.05%), error:      1135.22571, best error:       976.73035 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 106.8706893921s, input_fired_time: 2.0008976460, output_fired_time: 0.8605574965, propagate_forward_time: 38.9457511902, propagate_backward_time: 62.0918960571, weight_update_time: 0.1304835230, other_time: 2.9715805054
epoch time: 9.2698335648s, input_fired_time: 0.1263677031, output_fired_time: 0.0000000000, propagate_forward_time: 8.6162071228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272588730
validation[          , genome  6204] predictions:    9598/  10000 (95.98%), best:    9705/10000 (97.05%), error:      1268.89270, best error:       976.73035 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 104.8213119507s, input_fired_time: 0.9772591591, output_fired_time: 0.8568216562, propagate_forward_time: 37.3314018250, propagate_backward_time: 62.7168884277, weight_update_time: 0.1312225312, other_time: 2.9389495850
epoch time: 7.8657932281s, input_fired_time: 0.1219455302, output_fired_time: 0.0000000000, propagate_forward_time: 7.2313461304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125017166
validation[          , genome  6204] predictions:    9640/  10000 (96.40%), best:    9705/10000 (97.05%), error:      1160.37830, best error:       976.73035 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 107.0195617676s, input_fired_time: 0.9841578603, output_fired_time: 0.9071369767, propagate_forward_time: 39.8322563171, propagate_backward_time: 62.3217887878, weight_update_time: 0.1307113022, other_time: 2.9742164612
epoch time: 8.0215282440s, input_fired_time: 0.1232718080, output_fired_time: 0.0000000000, propagate_forward_time: 7.3843235970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5139327049
validation[          , genome  6204] predictions:    9667/  10000 (96.67%), best:    9705/10000 (97.05%), error:      1078.43494, best error:       976.73035 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 106.1638488770s, input_fired_time: 0.9781229496, output_fired_time: 0.8680659533, propagate_forward_time: 37.9187278748, propagate_backward_time: 63.4731330872, weight_update_time: 0.1301864535, other_time: 2.9257926941
epoch time: 9.4569063187s, input_fired_time: 0.1260520071, output_fired_time: 0.0000000000, propagate_forward_time: 8.8032865524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5275678635
validation[          , genome  6204] predictions:    9587/  10000 (95.87%), best:    9705/10000 (97.05%), error:      1311.73474, best error:       976.73035 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 104.6625671387s, input_fired_time: 0.9734994173, output_fired_time: 0.8551828265, propagate_forward_time: 38.2599754333, propagate_backward_time: 61.6553497314, weight_update_time: 0.1293746978, other_time: 2.9185485840
epoch time: 9.0879526138s, input_fired_time: 0.1246260628, output_fired_time: 0.0000000000, propagate_forward_time: 8.4437837601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5195426941
validation[          , genome  6204] predictions:    9611/  10000 (96.11%), best:    9705/10000 (97.05%), error:      1248.16101, best error:       976.73035 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 105.1590576172s, input_fired_time: 0.9831531048, output_fired_time: 0.8610097766, propagate_forward_time: 39.5361480713, propagate_backward_time: 60.8112487793, weight_update_time: 0.1311135143, other_time: 2.9674987793
epoch time: 7.9846682549s, input_fired_time: 0.1232547387, output_fired_time: 0.0000000000, propagate_forward_time: 7.3504652977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109481812
validation[          , genome  6204] predictions:    9671/  10000 (96.71%), best:    9705/10000 (97.05%), error:      1064.39270, best error:       976.73035 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 105.9916152954s, input_fired_time: 0.9780437946, output_fired_time: 0.8594714999, propagate_forward_time: 40.4624443054, propagate_backward_time: 60.7595825195, weight_update_time: 0.1295593083, other_time: 2.9320716858
epoch time: 8.2285461426s, input_fired_time: 0.1280713081, output_fired_time: 0.0000000000, propagate_forward_time: 7.5758366585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246386528
validation[          , genome  6204] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1081.70422, best error:       976.73035 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 104.7087554932s, input_fired_time: 0.9805766344, output_fired_time: 0.8577430248, propagate_forward_time: 39.3910408020, propagate_backward_time: 59.5202865601, weight_update_time: 0.1295867860, other_time: 3.9591102600
epoch time: 9.2911443710s, input_fired_time: 0.1269703060, output_fired_time: 0.0000000000, propagate_forward_time: 8.6331062317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310678482
validation[          , genome  6204] predictions:    9635/  10000 (96.35%), best:    9705/10000 (97.05%), error:      1149.23572, best error:       976.73035 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 104.8251113892s, input_fired_time: 0.9790226817, output_fired_time: 0.8578843474, propagate_forward_time: 37.2822570801, propagate_backward_time: 62.7379570007, weight_update_time: 0.1297181994, other_time: 2.9679908752
epoch time: 8.0373649597s, input_fired_time: 0.1236359105, output_fired_time: 0.0000000000, propagate_forward_time: 7.3916897774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220394135
validation[          , genome  6204] predictions:    9654/  10000 (96.54%), best:    9705/10000 (97.05%), error:      1125.93164, best error:       976.73035 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 106.1369552612s, input_fired_time: 0.9847517014, output_fired_time: 0.8550152779, propagate_forward_time: 39.4808464050, propagate_backward_time: 61.8454551697, weight_update_time: 0.1308560222, other_time: 2.9708900452
epoch time: 7.9736371040s, input_fired_time: 0.1234394610, output_fired_time: 0.0000000000, propagate_forward_time: 7.3399977684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102000237
validation[          , genome  6204] predictions:    9653/  10000 (96.53%), best:    9705/10000 (97.05%), error:      1161.63013, best error:       976.73035 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 105.5792846680s, input_fired_time: 0.9797352552, output_fired_time: 0.8628262877, propagate_forward_time: 37.7533912659, propagate_backward_time: 62.0496673584, weight_update_time: 0.1297318935, other_time: 3.9336700439
epoch time: 9.2430801392s, input_fired_time: 0.1296610981, output_fired_time: 0.0000000000, propagate_forward_time: 8.5765476227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368709564
validation[          , genome  6204] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1088.35779, best error:       976.73035 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 104.8523864746s, input_fired_time: 0.9823573232, output_fired_time: 0.8568913341, propagate_forward_time: 37.3690185547, propagate_backward_time: 62.6751441956, weight_update_time: 0.1302104443, other_time: 2.9689750671
epoch time: 9.1567010880s, input_fired_time: 0.1268418282, output_fired_time: 0.0000000000, propagate_forward_time: 8.5005674362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292921066
validation[          , genome  6204] predictions:    9647/  10000 (96.47%), best:    9705/10000 (97.05%), error:      1168.99902, best error:       976.73035 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 104.1900405884s, input_fired_time: 0.9861531854, output_fired_time: 0.8632879257, propagate_forward_time: 40.3531150818, propagate_backward_time: 58.0336036682, weight_update_time: 0.1322922409, other_time: 3.9538803101
epoch time: 7.9727382660s, input_fired_time: 0.1249891892, output_fired_time: 0.0000000000, propagate_forward_time: 7.3168764114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308728218
validation[          , genome  6204] predictions:    9619/  10000 (96.19%), best:    9705/10000 (97.05%), error:      1293.41760, best error:       976.73035 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 104.6776046753s, input_fired_time: 0.9825413227, output_fired_time: 0.8718923330, propagate_forward_time: 40.1952018738, propagate_backward_time: 59.6589851379, weight_update_time: 0.1303756088, other_time: 2.9689788818
epoch time: 9.2293281555s, input_fired_time: 0.1283983290, output_fired_time: 0.0000000000, propagate_forward_time: 8.5728950500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280351639
validation[          , genome  6204] predictions:    9639/  10000 (96.39%), best:    9705/10000 (97.05%), error:      1163.53198, best error:       976.73035 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 104.8096160889s, input_fired_time: 0.9836039543, output_fired_time: 0.8556191921, propagate_forward_time: 38.3740158081, propagate_backward_time: 61.6449089050, weight_update_time: 0.1303737164, other_time: 2.9514656067
epoch time: 9.3372926712s, input_fired_time: 0.1290052384, output_fired_time: 0.0000000000, propagate_forward_time: 8.6670894623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411977768
validation[          , genome  6204] predictions:    9672/  10000 (96.72%), best:    9705/10000 (97.05%), error:      1056.12610, best error:       976.73035 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 110.0914764404s, input_fired_time: 1.0233471394, output_fired_time: 0.9208365679, propagate_forward_time: 41.5239334106, propagate_backward_time: 63.4619407654, weight_update_time: 0.1389262825, other_time: 3.1614189148
epoch time: 10.6991472244s, input_fired_time: 0.1914860457, output_fired_time: 0.0000000000, propagate_forward_time: 9.8862018585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6214590073
validation[          , genome  6204] predictions:    9620/  10000 (96.20%), best:    9705/10000 (97.05%), error:      1219.56812, best error:       976.73035 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 108.8918685913s, input_fired_time: 1.0201452971, output_fired_time: 0.8814510703, propagate_forward_time: 41.7786750793, propagate_backward_time: 62.1772727966, weight_update_time: 0.1307826042, other_time: 3.0343208313
epoch time: 9.4968452454s, input_fired_time: 0.1285233945, output_fired_time: 0.0000000000, propagate_forward_time: 8.8073492050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609722137
validation[          , genome  6204] predictions:    9674/  10000 (96.74%), best:    9705/10000 (97.05%), error:      1068.41016, best error:       976.73035 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 106.1041870117s, input_fired_time: 2.0002152920, output_fired_time: 0.8703422546, propagate_forward_time: 38.8833312988, propagate_backward_time: 61.4081764221, weight_update_time: 0.1308842748, other_time: 2.9421195984
epoch time: 8.1419134140s, input_fired_time: 0.1262323558, output_fired_time: 0.0000000000, propagate_forward_time: 7.4960126877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196685791
validation[          , genome  6204] predictions:    9650/  10000 (96.50%), best:    9705/10000 (97.05%), error:      1093.26648, best error:       976.73035 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 115.8917312622s, input_fired_time: 1.1014746428, output_fired_time: 0.9778153300, propagate_forward_time: 43.2029457092, propagate_backward_time: 67.3786315918, weight_update_time: 0.1375439763, other_time: 3.2308654785
epoch time: 9.4504013062s, input_fired_time: 0.1330115795, output_fired_time: 0.0000000000, propagate_forward_time: 8.7713975906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459918976
validation[          , genome  6204] predictions:    9701/  10000 (97.01%), best:    9705/10000 (97.05%), error:      1060.83984, best error:       976.73035 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 105.2748489380s, input_fired_time: 0.9913681746, output_fired_time: 0.8612884879, propagate_forward_time: 38.4954605103, propagate_backward_time: 61.9523010254, weight_update_time: 0.1310611963, other_time: 2.9744262695
epoch time: 7.9748196602s, input_fired_time: 0.1361680478, output_fired_time: 0.0000000000, propagate_forward_time: 7.3214268684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5172247887
validation[          , genome  6204] predictions:    9583/  10000 (95.83%), best:    9705/10000 (97.05%), error:      1316.70105, best error:       976.73035 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 115.0021591187s, input_fired_time: 2.0586507320, output_fired_time: 0.9794963002, propagate_forward_time: 44.8397293091, propagate_backward_time: 63.8702201843, weight_update_time: 0.1406318694, other_time: 3.2540626526
epoch time: 9.0850648880s, input_fired_time: 0.1249622628, output_fired_time: 0.0000000000, propagate_forward_time: 8.4380111694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220918655
validation[          , genome  6204] predictions:    9657/  10000 (96.57%), best:    9705/10000 (97.05%), error:      1119.68994, best error:       976.73035 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 105.1447296143s, input_fired_time: 0.9896210432, output_fired_time: 0.8637692928, propagate_forward_time: 39.4627609253, propagate_backward_time: 60.8493423462, weight_update_time: 0.1307190955, other_time: 2.9792327881
epoch time: 7.8312835693s, input_fired_time: 0.1238768473, output_fired_time: 0.0000000000, propagate_forward_time: 7.1888403893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5185661316
validation[          , genome  6204] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1011.85284, best error:       976.73035 on epoch:    46, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 107.6017608643s, input_fired_time: 0.9896278381, output_fired_time: 1.8803542852, propagate_forward_time: 40.2003822327, propagate_backward_time: 61.5989685059, weight_update_time: 0.1299988031, other_time: 2.9324340820
epoch time: 7.9748501778s, input_fired_time: 0.1247711629, output_fired_time: 0.0000000000, propagate_forward_time: 7.3403434753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5097355843
validation[          , genome  6204] predictions:    9658/  10000 (96.58%), best:    9705/10000 (97.05%), error:      1128.08313, best error:       976.73035 on epoch:    46, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 105.3038940430s, input_fired_time: 0.9967970252, output_fired_time: 0.8610618711, propagate_forward_time: 39.5518493652, propagate_backward_time: 60.9359626770, weight_update_time: 0.1301361471, other_time: 2.9582252502
epoch time: 12.6116352081s, input_fired_time: 0.2477713525, output_fired_time: 0.0000000000, propagate_forward_time: 11.6686553955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6952085495
validation[          , genome  6204] predictions:    9542/  10000 (95.42%), best:    9705/10000 (97.05%), error:      1509.15198, best error:       976.73035 on epoch:    46, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 106.7565689087s, input_fired_time: 0.9880933762, output_fired_time: 0.8695217967, propagate_forward_time: 38.2050971985, propagate_backward_time: 63.7723236084, weight_update_time: 0.1358700544, other_time: 2.9215393066
epoch time: 8.7119283676s, input_fired_time: 0.1246998087, output_fired_time: 0.0000000000, propagate_forward_time: 8.0662279129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210008621
validation[          , genome  6204] predictions:    9668/  10000 (96.68%), best:    9705/10000 (97.05%), error:      1058.82422, best error:       976.73035 on epoch:    46, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 105.2396316528s, input_fired_time: 1.9995578527, output_fired_time: 0.8660497069, propagate_forward_time: 37.5239562988, propagate_backward_time: 60.8937034607, weight_update_time: 0.1307836622, other_time: 3.9563636780
epoch time: 8.1331272125s, input_fired_time: 0.1267831326, output_fired_time: 0.0000000000, propagate_forward_time: 7.4855637550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207800865
validation[          , genome  6204] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1066.02625, best error:       976.73035 on epoch:    46, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 112.2955856323s, input_fired_time: 1.0837322474, output_fired_time: 0.9336421490, propagate_forward_time: 42.4012794495, propagate_backward_time: 63.7097244263, weight_update_time: 0.1457205713, other_time: 4.1672134399
epoch time: 9.4578285217s, input_fired_time: 0.1307450533, output_fired_time: 0.0000000000, propagate_forward_time: 8.7741870880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528964996
validation[          , genome  6204] predictions:    9687/  10000 (96.87%), best:    9705/10000 (97.05%), error:      1036.86536, best error:       976.73035 on epoch:    46, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 104.9584655762s, input_fired_time: 0.9896227121, output_fired_time: 0.8835297823, propagate_forward_time: 40.2806777954, propagate_backward_time: 59.8622665405, weight_update_time: 0.1307992637, other_time: 2.9423675537
epoch time: 8.0396509171s, input_fired_time: 0.1248772144, output_fired_time: 0.0000000000, propagate_forward_time: 7.3960461617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5187277794
validation[          , genome  6204] predictions:    9575/  10000 (95.75%), best:    9705/10000 (97.05%), error:      1316.60925, best error:       976.73035 on epoch:    46, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 110.6817855835s, input_fired_time: 1.0258859396, output_fired_time: 0.8977568150, propagate_forward_time: 39.9691848755, propagate_backward_time: 65.7400207520, weight_update_time: 0.1316637099, other_time: 3.0489349365
epoch time: 8.0712165833s, input_fired_time: 0.1260422468, output_fired_time: 0.0000000000, propagate_forward_time: 7.4189610481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262131691
validation[          , genome  6204] predictions:    9686/  10000 (96.86%), best:    9705/10000 (97.05%), error:      1058.44531, best error:       976.73035 on epoch:    46, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 106.3562622070s, input_fired_time: 1.0052170753, output_fired_time: 0.8609941006, propagate_forward_time: 40.7902603149, propagate_backward_time: 60.7113609314, weight_update_time: 0.1307963580, other_time: 2.9884300232
epoch time: 8.0327768326s, input_fired_time: 0.1253859401, output_fired_time: 0.0000000000, propagate_forward_time: 7.3924007416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149903297
validation[          , genome  6204] predictions:    9668/  10000 (96.68%), best:    9705/10000 (97.05%), error:      1096.96484, best error:       976.73035 on epoch:    46, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 105.3367004395s, input_fired_time: 0.9955623746, output_fired_time: 0.8656463623, propagate_forward_time: 38.6321640015, propagate_backward_time: 58.8762779236, weight_update_time: 0.1293497831, other_time: 5.9670524597
epoch time: 9.6482715607s, input_fired_time: 0.1328674108, output_fired_time: 0.0000000000, propagate_forward_time: 8.9713516235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5440521240
validation[          , genome  6204] predictions:    9648/  10000 (96.48%), best:    9705/10000 (97.05%), error:      1161.98499, best error:       976.73035 on epoch:    46, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 105.0554885864s, input_fired_time: 1.0025672913, output_fired_time: 0.8569436073, propagate_forward_time: 37.4333267212, propagate_backward_time: 62.7829666138, weight_update_time: 0.1300481260, other_time: 2.9796829224
epoch time: 7.8538813591s, input_fired_time: 0.1227821559, output_fired_time: 0.0000000000, propagate_forward_time: 7.2253828049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057163239
validation[          , genome  6204] predictions:    9554/  10000 (95.54%), best:    9705/10000 (97.05%), error:      1426.66602, best error:       976.73035 on epoch:    46, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 107.0366363525s, input_fired_time: 0.9900900722, output_fired_time: 0.8586027026, propagate_forward_time: 39.8328475952, propagate_backward_time: 62.3974685669, weight_update_time: 0.1306428909, other_time: 2.9576263428
epoch time: 8.5730514526s, input_fired_time: 0.1450321227, output_fired_time: 0.0000000000, propagate_forward_time: 7.8746428490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533766747
validation[          , genome  6204] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1168.23291, best error:       976.73035 on epoch:    46, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 106.4475936890s, input_fired_time: 0.9924076200, output_fired_time: 0.8609709740, propagate_forward_time: 39.5847511292, propagate_backward_time: 62.0325126648, weight_update_time: 0.1304800957, other_time: 2.9769477844
epoch time: 8.0930967331s, input_fired_time: 0.1257631779, output_fired_time: 0.0000000000, propagate_forward_time: 7.4495625496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177712440
validation[          , genome  6204] predictions:    9644/  10000 (96.44%), best:    9705/10000 (97.05%), error:      1122.69641, best error:       976.73035 on epoch:    46, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 104.4294128418s, input_fired_time: 0.9887847304, output_fired_time: 0.8584755063, propagate_forward_time: 39.1777839661, propagate_backward_time: 60.4493026733, weight_update_time: 0.1300565004, other_time: 2.9550666809
epoch time: 9.2723569870s, input_fired_time: 0.1283972859, output_fired_time: 0.0000000000, propagate_forward_time: 8.6085863113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5353736877
validation[          , genome  6204] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:      1029.21875, best error:       976.73035 on epoch:    46, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 105.1527404785s, input_fired_time: 0.9884340167, output_fired_time: 0.8598493934, propagate_forward_time: 39.4515953064, propagate_backward_time: 60.9063758850, weight_update_time: 0.1297904700, other_time: 2.9464874268
epoch time: 8.0420608521s, input_fired_time: 0.1277654320, output_fired_time: 0.0000000000, propagate_forward_time: 7.3932795525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5210156441
validation[          , genome  6204] predictions:    9655/  10000 (96.55%), best:    9705/10000 (97.05%), error:      1103.07703, best error:       976.73035 on epoch:    46, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 106.3297805786s, input_fired_time: 1.0004688501, output_fired_time: 0.8626693487, propagate_forward_time: 38.5697822571, propagate_backward_time: 62.9425392151, weight_update_time: 0.1305480599, other_time: 2.9543266296
epoch time: 8.0772418976s, input_fired_time: 0.1281294525, output_fired_time: 0.0000000000, propagate_forward_time: 7.4202790260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288333893
validation[          , genome  6204] predictions:    9661/  10000 (96.61%), best:    9705/10000 (97.05%), error:      1087.55078, best error:       976.73035 on epoch:    46, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 105.4207992554s, input_fired_time: 0.9918108582, output_fired_time: 0.8663562536, propagate_forward_time: 39.5784225464, propagate_backward_time: 61.0292320251, weight_update_time: 0.1303632855, other_time: 2.9549751282
epoch time: 9.3585395813s, input_fired_time: 0.1294568032, output_fired_time: 0.0000000000, propagate_forward_time: 8.6951322556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339508057
validation[          , genome  6204] predictions:    9653/  10000 (96.53%), best:    9705/10000 (97.05%), error:      1075.69287, best error:       976.73035 on epoch:    46, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 106.3884582520s, input_fired_time: 1.0021169186, output_fired_time: 0.8624023199, propagate_forward_time: 43.1594505310, propagate_backward_time: 58.3178329468, weight_update_time: 0.1307812631, other_time: 3.0466575623
epoch time: 9.6787748337s, input_fired_time: 0.1496287733, output_fired_time: 0.0000000000, propagate_forward_time: 8.9734659195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556802750
validation[          , genome  6204] predictions:    9673/  10000 (96.73%), best:    9705/10000 (97.05%), error:      1048.73401, best error:       976.73035 on epoch:    46, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 104.8971023560s, input_fired_time: 1.0063860416, output_fired_time: 0.8606449962, propagate_forward_time: 38.3530654907, propagate_backward_time: 60.8218002319, weight_update_time: 0.1301923245, other_time: 3.8552093506
epoch time: 8.0889606476s, input_fired_time: 0.1274384707, output_fired_time: 0.0000000000, propagate_forward_time: 7.4378657341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236563683
validation[          , genome  6204] predictions:    9627/  10000 (96.27%), best:    9705/10000 (97.05%), error:      1228.28174, best error:       976.73035 on epoch:    46, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 106.3718032837s, input_fired_time: 0.9923942089, output_fired_time: 0.8657119870, propagate_forward_time: 38.5903167725, propagate_backward_time: 62.9811248779, weight_update_time: 0.1299077868, other_time: 2.9422531128
epoch time: 7.9210782051s, input_fired_time: 0.1245419681, output_fired_time: 0.0000000000, propagate_forward_time: 7.2859449387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5105915070
validation[          , genome  6204] predictions:    9676/  10000 (96.76%), best:    9705/10000 (97.05%), error:      1032.51221, best error:       976.73035 on epoch:    46, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 104.7782287598s, input_fired_time: 0.9896097779, output_fired_time: 0.8608904481, propagate_forward_time: 39.3619613647, propagate_backward_time: 60.6310348511, weight_update_time: 0.1299558431, other_time: 2.9347305298
epoch time: 9.3735647202s, input_fired_time: 0.1354986131, output_fired_time: 0.0000000000, propagate_forward_time: 8.7033519745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347137451
validation[          , genome  6204] predictions:    9678/  10000 (96.78%), best:    9705/10000 (97.05%), error:      1018.39673, best error:       976.73035 on epoch:    46, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.3652420044s, input_fired_time: 1.0223939419, output_fired_time: 0.8773222566, propagate_forward_time: 40.2707176208, propagate_backward_time: 64.1505584717, weight_update_time: 0.1303252727, other_time: 3.0442504883
epoch time: 9.5303812027s, input_fired_time: 0.1301468462, output_fired_time: 0.0000000000, propagate_forward_time: 8.8751497269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250844955
validation[          , genome  6204] predictions:    9614/  10000 (96.14%), best:    9705/10000 (97.05%), error:      1234.63281, best error:       976.73035 on epoch:    46, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 104.8209915161s, input_fired_time: 0.9975114465, output_fired_time: 0.8588376045, propagate_forward_time: 38.3841781616, propagate_backward_time: 61.6298217773, weight_update_time: 0.1296972781, other_time: 2.9506378174
epoch time: 9.0712614059s, input_fired_time: 0.1301131248, output_fired_time: 0.0000000000, propagate_forward_time: 8.4147195816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264291763
validation[          , genome  6204] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1055.45215, best error:       976.73035 on epoch:    46, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 105.0537796021s, input_fired_time: 0.9970692396, output_fired_time: 0.8589768410, propagate_forward_time: 39.4301567078, propagate_backward_time: 60.8157005310, weight_update_time: 0.1300406754, other_time: 2.9518737793
epoch time: 8.2134370804s, input_fired_time: 0.1300666928, output_fired_time: 0.0000000000, propagate_forward_time: 7.5483841896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349860191
validation[          , genome  6204] predictions:    9676/  10000 (96.76%), best:    9705/10000 (97.05%), error:      1013.11523, best error:       976.73035 on epoch:    46, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 110.5637207031s, input_fired_time: 1.0315623283, output_fired_time: 0.8719756007, propagate_forward_time: 41.2245292664, propagate_backward_time: 64.3227005005, weight_update_time: 0.1316471547, other_time: 3.1129531860
epoch time: 10.6791048050s, input_fired_time: 0.1899261922, output_fired_time: 0.0000000000, propagate_forward_time: 9.7917757034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6974029541
validation[          , genome  6204] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1062.88428, best error:       976.73035 on epoch:    46, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 108.2245330811s, input_fired_time: 1.0070053339, output_fired_time: 0.8619080782, propagate_forward_time: 41.1603851318, propagate_backward_time: 62.2254028320, weight_update_time: 0.1296645254, other_time: 2.9698333740
epoch time: 7.7591257095s, input_fired_time: 0.1216962412, output_fired_time: 0.0000000000, propagate_forward_time: 7.1366991997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007300377
validation[          , genome  6204] predictions:    9558/  10000 (95.58%), best:    9705/10000 (97.05%), error:      1414.37390, best error:       976.73035 on epoch:    46, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.6854019165s, input_fired_time: 1.0889995098, output_fired_time: 0.9348173738, propagate_forward_time: 43.2243309021, propagate_backward_time: 67.2088165283, weight_update_time: 0.1393117458, other_time: 3.2284393311
epoch time: 8.8612470627s, input_fired_time: 0.1439144611, output_fired_time: 0.0000000000, propagate_forward_time: 8.1071004868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6102323532
validation[          , genome  6204] predictions:    9642/  10000 (96.42%), best:    9705/10000 (97.05%), error:      1120.61157, best error:       976.73035 on epoch:    46, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 106.4346008301s, input_fired_time: 0.9943287969, output_fired_time: 0.8649748564, propagate_forward_time: 39.5479850769, propagate_backward_time: 61.0623397827, weight_update_time: 0.1306453496, other_time: 3.9649734497
epoch time: 7.9781222343s, input_fired_time: 0.1253458858, output_fired_time: 0.0000000000, propagate_forward_time: 7.3363323212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164442062
validation[          , genome  6204] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1183.86035, best error:       976.73035 on epoch:    46, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 105.0748367310s, input_fired_time: 0.9899705648, output_fired_time: 0.8608371019, propagate_forward_time: 38.4502143860, propagate_backward_time: 61.7968521118, weight_update_time: 0.1299578249, other_time: 2.9769668579
epoch time: 9.2067279816s, input_fired_time: 0.1292974800, output_fired_time: 0.0000000000, propagate_forward_time: 8.5462131500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312175751
validation[          , genome  6204] predictions:    9576/  10000 (95.76%), best:    9705/10000 (97.05%), error:      1347.98047, best error:       976.73035 on epoch:    46, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 105.8388366699s, input_fired_time: 0.9981073141, output_fired_time: 0.8714187145, propagate_forward_time: 39.6156272888, propagate_backward_time: 61.3724975586, weight_update_time: 0.1303482801, other_time: 2.9811859131
epoch time: 10.7027845383s, input_fired_time: 0.1406308860, output_fired_time: 0.0000000000, propagate_forward_time: 9.9402227402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219310760
validation[          , genome  6204] predictions:    9673/  10000 (96.73%), best:    9705/10000 (97.05%), error:      1096.52319, best error:       976.73035 on epoch:    46, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 105.1595458984s, input_fired_time: 1.0053035021, output_fired_time: 0.8601785302, propagate_forward_time: 38.5212745667, propagate_backward_time: 61.8251228333, weight_update_time: 0.1296552271, other_time: 2.9476737976
epoch time: 8.1425609589s, input_fired_time: 0.1279423088, output_fired_time: 0.0000000000, propagate_forward_time: 7.4979162216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167026520
validation[          , genome  6204] predictions:    9669/  10000 (96.69%), best:    9705/10000 (97.05%), error:      1068.01648, best error:       976.73035 on epoch:    46, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 43.9468688965s, input_fired_time: 0.6254763603, output_fired_time: 0.0000000000, propagate_forward_time: 39.5755615234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7458305359
best training[          , genome  6204] predictions:   49092/  50000 (98.18%), best:    9705/10000 (97.05%), error:      3261.74414, best error:       976.73035 on epoch:    46, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.0212182999s, input_fired_time: 0.1228891984, output_fired_time: 0.0000000000, propagate_forward_time: 7.3846592903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136699677
   testing[          , genome  6204] predictions:    9737/  10000 (97.37%), best:    9705/10000 (97.05%), error:       892.15009, best error:       976.73035 on epoch:    46, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:32:10 (9084): called boinc_finish(0)

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