Nameexact_genome_1512568488_45_4239_0
Workunit2592406
Created7 Dec 2017, 8:55:57 UTC
Sent7 Dec 2017, 8:59:07 UTC
Report deadline10 Dec 2017, 23:08:01 UTC
Received7 Dec 2017, 22:05:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time2 hours 5 min 40 sec
CPU time2 hours 2 min 48 sec
Validate stateValid
Credit897.38
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.63 MB
Peak swap size156.42 MB
Peak disk usage1.65 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
put_fired_time: 0.0628324524, output_fired_time: 0.0000000000, propagate_forward_time: 5.0311741829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233493805
validation[          , genome  4239] predictions:    9601/  10000 (96.01%), best:    9595/10000 (95.95%), error:      1377.23535, best error:      1376.39246 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.1085128784s, input_fired_time: 0.4884614050, output_fired_time: 0.5012639165, propagate_forward_time: 23.8229675293, propagate_backward_time: 37.7907752991, weight_update_time: 0.1463798583, other_time: 2.5050392151
epoch time: 5.5768637657s, input_fired_time: 0.0632658303, output_fired_time: 0.0000000000, propagate_forward_time: 5.0886077881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249901772
validation[          , genome  4239] predictions:    9580/  10000 (95.80%), best:    9595/10000 (95.95%), error:      1402.91504, best error:      1376.39246 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.5199203491s, input_fired_time: 0.4989818037, output_fired_time: 0.5117748976, propagate_forward_time: 25.1935367584, propagate_backward_time: 38.9256668091, weight_update_time: 0.1483895332, other_time: 2.3899612427
epoch time: 5.8674278259s, input_fired_time: 0.0676367655, output_fired_time: 0.0000000000, propagate_forward_time: 5.3478627205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519281387
validation[          , genome  4239] predictions:    9568/  10000 (95.68%), best:    9595/10000 (95.95%), error:      1407.89673, best error:      1376.39246 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 67.4030151367s, input_fired_time: 0.5008732080, output_fired_time: 0.5121309161, propagate_forward_time: 25.1752719879, propagate_backward_time: 38.7568893433, weight_update_time: 0.1477856785, other_time: 2.4578552246
epoch time: 5.5160322189s, input_fired_time: 0.0624883398, output_fired_time: 0.0000000000, propagate_forward_time: 5.0286421776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249014854
validation[          , genome  4239] predictions:    9550/  10000 (95.50%), best:    9595/10000 (95.95%), error:      1486.84229, best error:      1376.39246 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 67.4654312134s, input_fired_time: 0.4980914593, output_fired_time: 0.5130791068, propagate_forward_time: 25.1327209473, propagate_backward_time: 38.9051704407, weight_update_time: 0.1495669037, other_time: 2.4163703918
epoch time: 5.7266488075s, input_fired_time: 0.0648579076, output_fired_time: 0.0000000000, propagate_forward_time: 5.2175960541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441947937
validation[          , genome  4239] predictions:    8993/  10000 (89.93%), best:    9595/10000 (95.95%), error:      3304.30835, best error:      1376.39246 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.0866928101s, input_fired_time: 0.4985763133, output_fired_time: 0.5076327920, propagate_forward_time: 25.0186443329, propagate_backward_time: 38.6549224854, weight_update_time: 0.1480122656, other_time: 2.4069213867
epoch time: 5.5388331413s, input_fired_time: 0.0617174990, output_fired_time: 0.0000000000, propagate_forward_time: 5.0539865494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231290817
validation[          , genome  4239] predictions:    9573/  10000 (95.73%), best:    9595/10000 (95.95%), error:      1463.67261, best error:      1376.39246 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.0665512085s, input_fired_time: 0.4964672923, output_fired_time: 0.5076456070, propagate_forward_time: 25.0225238800, propagate_backward_time: 38.6451110840, weight_update_time: 0.1466523856, other_time: 2.3948059082
epoch time: 5.6406393051s, input_fired_time: 0.0652560741, output_fired_time: 0.0000000000, propagate_forward_time: 5.1379628181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374203682
validation[          , genome  4239] predictions:    9566/  10000 (95.66%), best:    9595/10000 (95.95%), error:      1469.95801, best error:      1376.39246 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 66.8501586914s, input_fired_time: 0.4989605248, output_fired_time: 0.5077714920, propagate_forward_time: 24.7487678528, propagate_backward_time: 38.6091690063, weight_update_time: 0.1489063054, other_time: 2.4854850769
epoch time: 5.1888623238s, input_fired_time: 0.0617429577, output_fired_time: 0.0000000000, propagate_forward_time: 4.6633334160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4637861252
validation[          , genome  4239] predictions:    9503/  10000 (95.03%), best:    9595/10000 (95.95%), error:      1629.27991, best error:      1376.39246 on epoch:    12, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 67.3034667969s, input_fired_time: 0.5009964705, output_fired_time: 0.5094787478, propagate_forward_time: 25.0957794189, propagate_backward_time: 38.7388038635, weight_update_time: 0.1490308493, other_time: 2.4584083557
epoch time: 5.7384181023s, input_fired_time: 0.0663794652, output_fired_time: 0.0000000000, propagate_forward_time: 5.2248930931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471454620
validation[          , genome  4239] predictions:    9581/  10000 (95.81%), best:    9595/10000 (95.95%), error:      1380.86694, best error:      1376.39246 on epoch:    12, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 67.3317794800s, input_fired_time: 0.5030300617, output_fired_time: 0.5128921866, propagate_forward_time: 25.0481567383, propagate_backward_time: 38.8242263794, weight_update_time: 0.1496329606, other_time: 2.4434738159
epoch time: 5.6240272522s, input_fired_time: 0.0660839975, output_fired_time: 0.0000000000, propagate_forward_time: 5.1226992607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352440834
validation[          , genome  4239] predictions:    9587/  10000 (95.87%), best:    9587/10000 (95.87%), error:      1352.50073, best error:      1352.50073 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 67.1847152710s, input_fired_time: 0.5033877492, output_fired_time: 0.5128370523, propagate_forward_time: 24.9120788574, propagate_backward_time: 38.7677803040, weight_update_time: 0.1492670178, other_time: 2.4886283875
epoch time: 5.5491352081s, input_fired_time: 0.0631895289, output_fired_time: 0.0000000000, propagate_forward_time: 5.0442609787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416847229
validation[          , genome  4239] predictions:    9576/  10000 (95.76%), best:    9587/10000 (95.87%), error:      1412.22241, best error:      1352.50073 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.3440780640s, input_fired_time: 0.5037674904, output_fired_time: 0.5102124810, propagate_forward_time: 25.0818939209, propagate_backward_time: 38.8086585999, weight_update_time: 0.1511220187, other_time: 2.4395408630
epoch time: 5.5448317528s, input_fired_time: 0.0629275292, output_fired_time: 0.0000000000, propagate_forward_time: 5.0419502258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399538040
validation[          , genome  4239] predictions:    9570/  10000 (95.70%), best:    9587/10000 (95.87%), error:      1400.69421, best error:      1352.50073 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 67.6413497925s, input_fired_time: 0.5026928186, output_fired_time: 0.5151128173, propagate_forward_time: 25.2275485992, propagate_backward_time: 38.9754257202, weight_update_time: 0.1489095092, other_time: 2.4205703735
epoch time: 5.5815267563s, input_fired_time: 0.0648186430, output_fired_time: 0.0000000000, propagate_forward_time: 5.0883836746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283242226
validation[          , genome  4239] predictions:    9570/  10000 (95.70%), best:    9587/10000 (95.87%), error:      1376.88477, best error:      1352.50073 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 64.3838653564s, input_fired_time: 0.4925196171, output_fired_time: 0.5030609369, propagate_forward_time: 23.3384246826, propagate_backward_time: 37.4686164856, weight_update_time: 0.1468231529, other_time: 2.5812454224
epoch time: 5.4075326920s, input_fired_time: 0.0618978478, output_fired_time: 0.0000000000, propagate_forward_time: 4.9208388329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247961044
validation[          , genome  4239] predictions:    9621/  10000 (96.21%), best:    9621/10000 (96.21%), error:      1255.84448, best error:      1255.84448 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 66.9640731812s, input_fired_time: 0.4961565435, output_fired_time: 0.5081167817, propagate_forward_time: 24.9484195709, propagate_backward_time: 38.6491394043, weight_update_time: 0.1465555280, other_time: 2.3622436523
epoch time: 5.5462489128s, input_fired_time: 0.0630119070, output_fired_time: 0.0000000000, propagate_forward_time: 5.0496459007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335908890
validation[          , genome  4239] predictions:    9605/  10000 (96.05%), best:    9621/10000 (96.21%), error:      1300.03748, best error:      1255.84448 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 67.1332321167s, input_fired_time: 0.5006350279, output_fired_time: 0.5122870207, propagate_forward_time: 24.9366340637, propagate_backward_time: 38.7396354675, weight_update_time: 0.1481976211, other_time: 2.4440460205
epoch time: 5.8862752914s, input_fired_time: 0.0680589974, output_fired_time: 0.0000000000, propagate_forward_time: 5.3675923347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4506239891
validation[          , genome  4239] predictions:    9595/  10000 (95.95%), best:    9621/10000 (96.21%), error:      1347.57251, best error:      1255.84448 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.0518951416s, input_fired_time: 0.4985994399, output_fired_time: 0.5121920705, propagate_forward_time: 24.8796424866, propagate_backward_time: 38.7036857605, weight_update_time: 0.1468657106, other_time: 2.4577789307
epoch time: 4.9125494957s, input_fired_time: 0.0620143525, output_fired_time: 0.0000000000, propagate_forward_time: 4.4012346268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493002892
validation[          , genome  4239] predictions:    9397/  10000 (93.97%), best:    9621/10000 (96.21%), error:      2048.52148, best error:      1255.84448 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 68.7666625977s, input_fired_time: 0.5174617767, output_fired_time: 0.5238555074, propagate_forward_time: 25.6551589966, propagate_backward_time: 39.5658035278, weight_update_time: 0.1548014879, other_time: 2.5043792725
epoch time: 5.5781641006s, input_fired_time: 0.0626507625, output_fired_time: 0.0000000000, propagate_forward_time: 5.0839300156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315834045
validation[          , genome  4239] predictions:    9618/  10000 (96.18%), best:    9621/10000 (96.21%), error:      1272.04089, best error:      1255.84448 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.3013916016s, input_fired_time: 0.4993904233, output_fired_time: 0.5098516941, propagate_forward_time: 24.9671287537, propagate_backward_time: 38.8229255676, weight_update_time: 0.1494978219, other_time: 2.5020980835
epoch time: 5.8705878258s, input_fired_time: 0.0666940883, output_fired_time: 0.0000000000, propagate_forward_time: 5.3558697701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480237961
validation[          , genome  4239] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1223.79187, best error:      1223.79187 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.2613143921s, input_fired_time: 0.4954061806, output_fired_time: 0.5071066618, propagate_forward_time: 24.4595699310, propagate_backward_time: 38.3501853943, weight_update_time: 0.1456819326, other_time: 2.4490470886
epoch time: 5.5042486191s, input_fired_time: 0.0628485233, output_fired_time: 0.0000000000, propagate_forward_time: 5.0174336433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239664078
validation[          , genome  4239] predictions:    9611/  10000 (96.11%), best:    9630/10000 (96.30%), error:      1303.31140, best error:      1223.79187 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.5671844482s, input_fired_time: 0.4996857941, output_fired_time: 0.5122258663, propagate_forward_time: 25.2422523499, propagate_backward_time: 38.9182281494, weight_update_time: 0.1471844465, other_time: 2.3947944641
epoch time: 5.5027914047s, input_fired_time: 0.0635912195, output_fired_time: 0.0000000000, propagate_forward_time: 5.0035195351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4356808662
validation[          , genome  4239] predictions:    9615/  10000 (96.15%), best:    9630/10000 (96.30%), error:      1314.04883, best error:      1223.79187 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.8495407104s, input_fired_time: 0.4960001409, output_fired_time: 0.5068922639, propagate_forward_time: 24.0911521912, propagate_backward_time: 38.1573600769, weight_update_time: 0.1480703950, other_time: 2.5981369019
epoch time: 5.7320685387s, input_fired_time: 0.0657514632, output_fired_time: 0.0000000000, propagate_forward_time: 5.2218885422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444284439
validation[          , genome  4239] predictions:    9578/  10000 (95.78%), best:    9630/10000 (96.30%), error:      1434.42078, best error:      1223.79187 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.4185028076s, input_fired_time: 0.5003138781, output_fired_time: 0.5115293860, propagate_forward_time: 25.1721439362, propagate_backward_time: 38.8589782715, weight_update_time: 0.1476333886, other_time: 2.3755416870
epoch time: 5.5447058678s, input_fired_time: 0.0633363798, output_fired_time: 0.0000000000, propagate_forward_time: 5.0429224968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384469986
validation[          , genome  4239] predictions:    9610/  10000 (96.10%), best:    9630/10000 (96.30%), error:      1421.03284, best error:      1223.79187 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.6051635742s, input_fired_time: 0.5054217577, output_fired_time: 0.5121524930, propagate_forward_time: 25.1810131073, propagate_backward_time: 38.9548301697, weight_update_time: 0.1504123062, other_time: 2.4517402649
epoch time: 5.5067486763s, input_fired_time: 0.0634385720, output_fired_time: 0.0000000000, propagate_forward_time: 5.0078191757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354910851
validation[          , genome  4239] predictions:    9552/  10000 (95.52%), best:    9630/10000 (96.30%), error:      1447.15076, best error:      1223.79187 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 66.6230087280s, input_fired_time: 0.5006920695, output_fired_time: 0.5043006539, propagate_forward_time: 24.6989784241, propagate_backward_time: 38.5002479553, weight_update_time: 0.1457064897, other_time: 2.4187850952
epoch time: 5.5857086182s, input_fired_time: 0.0635305196, output_fired_time: 0.0000000000, propagate_forward_time: 5.0862569809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359211922
validation[          , genome  4239] predictions:    9519/  10000 (95.19%), best:    9630/10000 (96.30%), error:      1575.26501, best error:      1223.79187 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 68.9143066406s, input_fired_time: 0.5201030970, output_fired_time: 0.5237126350, propagate_forward_time: 25.6955852509, propagate_backward_time: 39.6920623779, weight_update_time: 0.1524447799, other_time: 2.4828414917
epoch time: 5.4499402046s, input_fired_time: 0.0626601875, output_fired_time: 0.0000000000, propagate_forward_time: 4.9584603310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288196564
validation[          , genome  4239] predictions:    9624/  10000 (96.24%), best:    9624/10000 (96.24%), error:      1206.11572, best error:      1206.11572 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 68.0831832886s, input_fired_time: 0.5129849315, output_fired_time: 0.5171300769, propagate_forward_time: 25.4004802704, propagate_backward_time: 39.1895179749, weight_update_time: 0.1507224143, other_time: 2.4630699158
epoch time: 5.3373746872s, input_fired_time: 0.0630150139, output_fired_time: 0.0000000000, propagate_forward_time: 4.8454518318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289078712
validation[          , genome  4239] predictions:    9589/  10000 (95.89%), best:    9624/10000 (96.24%), error:      1343.52588, best error:      1206.11572 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 66.6869430542s, input_fired_time: 0.4963057339, output_fired_time: 0.5071018934, propagate_forward_time: 24.7355995178, propagate_backward_time: 38.5444068909, weight_update_time: 0.1475913525, other_time: 2.4035263062
epoch time: 5.5113906860s, input_fired_time: 0.0636728704, output_fired_time: 0.0000000000, propagate_forward_time: 5.0247473717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229702950
validation[          , genome  4239] predictions:    9607/  10000 (96.07%), best:    9624/10000 (96.24%), error:      1284.47876, best error:      1206.11572 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.4893569946s, input_fired_time: 0.4966234267, output_fired_time: 0.5132840276, propagate_forward_time: 23.7010879517, propagate_backward_time: 38.0709114075, weight_update_time: 0.1506044269, other_time: 2.7074546814
epoch time: 5.7168488503s, input_fired_time: 0.0677563995, output_fired_time: 0.0000000000, propagate_forward_time: 5.2039513588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451413155
validation[          , genome  4239] predictions:    9540/  10000 (95.40%), best:    9624/10000 (96.24%), error:      1498.05420, best error:      1206.11572 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.9875793457s, input_fired_time: 0.5057939887, output_fired_time: 0.5151004195, propagate_forward_time: 25.4606437683, propagate_backward_time: 39.1068572998, weight_update_time: 0.1483141184, other_time: 2.3991889954
epoch time: 5.4869532585s, input_fired_time: 0.0636867359, output_fired_time: 0.0000000000, propagate_forward_time: 4.9887132645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345531464
validation[          , genome  4239] predictions:    9582/  10000 (95.82%), best:    9624/10000 (96.24%), error:      1372.26257, best error:      1206.11572 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 67.1654205322s, input_fired_time: 0.5005037189, output_fired_time: 0.5125793815, propagate_forward_time: 24.9751510620, propagate_backward_time: 38.7835006714, weight_update_time: 0.1465211213, other_time: 2.3936843872
epoch time: 5.6193656921s, input_fired_time: 0.0674449056, output_fired_time: 0.0000000000, propagate_forward_time: 5.1047782898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471426010
validation[          , genome  4239] predictions:    9612/  10000 (96.12%), best:    9624/10000 (96.24%), error:      1294.98071, best error:      1206.11572 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 66.7580871582s, input_fired_time: 0.4987691343, output_fired_time: 0.5082349777, propagate_forward_time: 24.7937221527, propagate_backward_time: 38.5645713806, weight_update_time: 0.1484685242, other_time: 2.3927879333
epoch time: 5.4484548569s, input_fired_time: 0.0633743256, output_fired_time: 0.0000000000, propagate_forward_time: 4.9621944427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228858948
validation[          , genome  4239] predictions:    9603/  10000 (96.03%), best:    9624/10000 (96.24%), error:      1283.00439, best error:      1206.11572 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 67.6579437256s, input_fired_time: 0.5048472881, output_fired_time: 0.5109272003, propagate_forward_time: 25.2596168518, propagate_backward_time: 38.9920310974, weight_update_time: 0.1477240771, other_time: 2.3905258179
epoch time: 5.8557910919s, input_fired_time: 0.0680010170, output_fired_time: 0.0000000000, propagate_forward_time: 5.3382029533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495873451
validation[          , genome  4239] predictions:    9633/  10000 (96.33%), best:    9624/10000 (96.24%), error:      1267.78003, best error:      1206.11572 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 67.6723251343s, input_fired_time: 0.5033460855, output_fired_time: 0.5113131404, propagate_forward_time: 25.2611999512, propagate_backward_time: 39.0125503540, weight_update_time: 0.1479882598, other_time: 2.3839111328
epoch time: 5.5583567619s, input_fired_time: 0.0654760897, output_fired_time: 0.0000000000, propagate_forward_time: 5.0617108345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311699867
validation[          , genome  4239] predictions:    9628/  10000 (96.28%), best:    9624/10000 (96.24%), error:      1246.14441, best error:      1206.11572 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 66.6808853149s, input_fired_time: 0.5031425953, output_fired_time: 0.5077328682, propagate_forward_time: 24.6295089722, propagate_backward_time: 38.5319366455, weight_update_time: 0.1485528052, other_time: 2.5085601807
epoch time: 5.5233583450s, input_fired_time: 0.0629498363, output_fired_time: 0.0000000000, propagate_forward_time: 5.0351705551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252381325
validation[          , genome  4239] predictions:    9599/  10000 (95.99%), best:    9624/10000 (96.24%), error:      1303.85962, best error:      1206.11572 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.8939285278s, input_fired_time: 0.4960612655, output_fired_time: 0.5031264424, propagate_forward_time: 23.4384193420, propagate_backward_time: 37.6257743835, weight_update_time: 0.1479853541, other_time: 2.8305435181
epoch time: 5.4376926422s, input_fired_time: 0.0634814501, output_fired_time: 0.0000000000, propagate_forward_time: 4.9348635674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393477440
validation[          , genome  4239] predictions:    9512/  10000 (95.12%), best:    9624/10000 (96.24%), error:      1493.62634, best error:      1206.11572 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 66.8620910645s, input_fired_time: 0.5013827085, output_fired_time: 0.5098903179, propagate_forward_time: 24.7511558533, propagate_backward_time: 38.6129035950, weight_update_time: 0.1468553841, other_time: 2.4867630005
epoch time: 5.6383328438s, input_fired_time: 0.0665816739, output_fired_time: 0.0000000000, propagate_forward_time: 5.1266050339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451460838
validation[          , genome  4239] predictions:    9595/  10000 (95.95%), best:    9624/10000 (96.24%), error:      1313.82422, best error:      1206.11572 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.2979354858s, input_fired_time: 0.5062980056, output_fired_time: 0.5131358504, propagate_forward_time: 25.0744228363, propagate_backward_time: 38.7910690308, weight_update_time: 0.1490268856, other_time: 2.4130096436
epoch time: 5.5622267723s, input_fired_time: 0.0638974011, output_fired_time: 0.0000000000, propagate_forward_time: 5.0604777336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378514290
validation[          , genome  4239] predictions:    9646/  10000 (96.46%), best:    9624/10000 (96.24%), error:      1257.57874, best error:      1206.11572 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.4593276978s, input_fired_time: 0.5085739493, output_fired_time: 0.5123324990, propagate_forward_time: 25.1012191772, propagate_backward_time: 38.9141464233, weight_update_time: 0.1495393217, other_time: 2.4230575562
epoch time: 5.4986667633s, input_fired_time: 0.0640246198, output_fired_time: 0.0000000000, propagate_forward_time: 5.0096611977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249811172
validation[          , genome  4239] predictions:    9493/  10000 (94.93%), best:    9624/10000 (96.24%), error:      1703.07349, best error:      1206.11572 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.7538833618s, input_fired_time: 0.5103134513, output_fired_time: 0.5117960572, propagate_forward_time: 25.2676658630, propagate_backward_time: 39.0538825989, weight_update_time: 0.1473606676, other_time: 2.4102249146
epoch time: 5.6476144791s, input_fired_time: 0.0658197701, output_fired_time: 0.0000000000, propagate_forward_time: 5.1462035179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355912209
validation[          , genome  4239] predictions:    9610/  10000 (96.10%), best:    9624/10000 (96.24%), error:      1284.43860, best error:      1206.11572 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.1119613647s, input_fired_time: 0.5118972063, output_fired_time: 0.5146071315, propagate_forward_time: 25.4540443420, propagate_backward_time: 39.1576805115, weight_update_time: 0.1493143588, other_time: 2.4737319946
epoch time: 5.5233225822s, input_fired_time: 0.0663102791, output_fired_time: 0.0000000000, propagate_forward_time: 5.0190286636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379835129
validation[          , genome  4239] predictions:    9649/  10000 (96.49%), best:    9624/10000 (96.24%), error:      1222.28552, best error:      1206.11572 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 68.5840225220s, input_fired_time: 0.5254696012, output_fired_time: 0.5215556026, propagate_forward_time: 25.5281715393, propagate_backward_time: 39.4737777710, weight_update_time: 0.1532808095, other_time: 2.5350532532
epoch time: 5.5273404121s, input_fired_time: 0.0644330382, output_fired_time: 0.0000000000, propagate_forward_time: 5.0223622322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405450821
validation[          , genome  4239] predictions:    9507/  10000 (95.07%), best:    9624/10000 (96.24%), error:      1626.30029, best error:      1206.11572 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.9335784912s, input_fired_time: 0.5067481995, output_fired_time: 0.5147901773, propagate_forward_time: 25.3641300201, propagate_backward_time: 39.0959510803, weight_update_time: 0.1491496116, other_time: 2.4519615173
epoch time: 5.5392456055s, input_fired_time: 0.0643272474, output_fired_time: 0.0000000000, propagate_forward_time: 5.0496168137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253015518
validation[          , genome  4239] predictions:    9613/  10000 (96.13%), best:    9624/10000 (96.24%), error:      1281.22998, best error:      1206.11572 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 67.5351486206s, input_fired_time: 0.5033760071, output_fired_time: 0.5123057365, propagate_forward_time: 25.2251224518, propagate_backward_time: 38.8818550110, weight_update_time: 0.1483609378, other_time: 2.4124870300
epoch time: 5.5951571465s, input_fired_time: 0.0653577968, output_fired_time: 0.0000000000, propagate_forward_time: 5.0922389030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375605583
validation[          , genome  4239] predictions:    9614/  10000 (96.14%), best:    9624/10000 (96.24%), error:      1264.05359, best error:      1206.11572 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.9311981201s, input_fired_time: 0.5084491968, output_fired_time: 0.5150521398, propagate_forward_time: 25.2920551300, propagate_backward_time: 39.2209510803, weight_update_time: 0.1482350826, other_time: 2.3946952820
epoch time: 5.7648835182s, input_fired_time: 0.0680719614, output_fired_time: 0.0000000000, propagate_forward_time: 5.2488846779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479269981
validation[          , genome  4239] predictions:    9559/  10000 (95.59%), best:    9624/10000 (96.24%), error:      1501.60376, best error:      1206.11572 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.4128189087s, input_fired_time: 0.5037055612, output_fired_time: 0.5114928484, propagate_forward_time: 25.1315650940, propagate_backward_time: 38.8835487366, weight_update_time: 0.1475548148, other_time: 2.3825073242
epoch time: 5.4222645760s, input_fired_time: 0.0649766251, output_fired_time: 0.0000000000, propagate_forward_time: 4.9265165329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307713509
validation[          , genome  4239] predictions:    9593/  10000 (95.93%), best:    9624/10000 (96.24%), error:      1305.42603, best error:      1206.11572 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.8602294922s, input_fired_time: 0.5095205307, output_fired_time: 0.5110722780, propagate_forward_time: 25.3338298798, propagate_backward_time: 39.1015472412, weight_update_time: 0.1488130540, other_time: 2.4042587280
epoch time: 5.4720058441s, input_fired_time: 0.0652596354, output_fired_time: 0.0000000000, propagate_forward_time: 4.9823431969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244031906
validation[          , genome  4239] predictions:    9636/  10000 (96.36%), best:    9624/10000 (96.24%), error:      1215.51038, best error:      1206.11572 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 67.6625900269s, input_fired_time: 0.5073185563, output_fired_time: 0.5133767128, propagate_forward_time: 25.2084655762, propagate_backward_time: 39.0084114075, weight_update_time: 0.1496578753, other_time: 2.4250221252
epoch time: 5.5489296913s, input_fired_time: 0.0647936463, output_fired_time: 0.0000000000, propagate_forward_time: 5.0486011505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355349541
validation[          , genome  4239] predictions:    9597/  10000 (95.97%), best:    9624/10000 (96.24%), error:      1334.39563, best error:      1206.11572 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 67.0609664917s, input_fired_time: 0.5051545501, output_fired_time: 0.5102832913, propagate_forward_time: 24.9160442352, propagate_backward_time: 38.7256393433, weight_update_time: 0.1469298750, other_time: 2.4038391113
epoch time: 5.6050739288s, input_fired_time: 0.0661946908, output_fired_time: 0.0000000000, propagate_forward_time: 5.0960049629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428744316
validation[          , genome  4239] predictions:    9607/  10000 (96.07%), best:    9624/10000 (96.24%), error:      1278.91699, best error:      1206.11572 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 69.2091293335s, input_fired_time: 0.5202317834, output_fired_time: 0.5260570645, propagate_forward_time: 25.8617210388, propagate_backward_time: 39.8224334717, weight_update_time: 0.1520410180, other_time: 2.4786872864
epoch time: 5.6841869354s, input_fired_time: 0.0670878291, output_fired_time: 0.0000000000, propagate_forward_time: 5.1794457436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376535416
validation[          , genome  4239] predictions:    9608/  10000 (96.08%), best:    9624/10000 (96.24%), error:      1376.68628, best error:      1206.11572 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 67.4904174805s, input_fired_time: 0.5088398457, output_fired_time: 0.5126560926, propagate_forward_time: 25.1317958832, propagate_backward_time: 38.9157257080, weight_update_time: 0.1496482193, other_time: 2.4213943481
epoch time: 5.5093264580s, input_fired_time: 0.0646807104, output_fired_time: 0.0000000000, propagate_forward_time: 5.0179505348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266953468
validation[          , genome  4239] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1168.77087, best error:      1168.77087 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.4815521240s, input_fired_time: 0.5074854493, output_fired_time: 0.5107116699, propagate_forward_time: 25.1749649048, propagate_backward_time: 38.8698768616, weight_update_time: 0.1488059461, other_time: 2.4185142517
epoch time: 5.2155809402s, input_fired_time: 0.0644950494, output_fired_time: 0.0000000000, propagate_forward_time: 4.7035980225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474878311
validation[          , genome  4239] predictions:    9619/  10000 (96.19%), best:    9643/10000 (96.43%), error:      1242.17859, best error:      1168.77087 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 67.1286163330s, input_fired_time: 0.5043988824, output_fired_time: 0.5109385848, propagate_forward_time: 24.8907642365, propagate_backward_time: 38.7077522278, weight_update_time: 0.1492222995, other_time: 2.5147590637
epoch time: 5.9001045227s, input_fired_time: 0.0682147890, output_fired_time: 0.0000000000, propagate_forward_time: 5.3817625046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501271248
validation[          , genome  4239] predictions:    9594/  10000 (95.94%), best:    9643/10000 (96.43%), error:      1380.59277, best error:      1168.77087 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 66.6687164307s, input_fired_time: 0.5019868016, output_fired_time: 0.5059342980, propagate_forward_time: 24.8127822876, propagate_backward_time: 38.4460525513, weight_update_time: 0.1470036656, other_time: 2.4019622803
epoch time: 5.5940518379s, input_fired_time: 0.0639215335, output_fired_time: 0.0000000000, propagate_forward_time: 5.1072602272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228701591
validation[          , genome  4239] predictions:    9645/  10000 (96.45%), best:    9643/10000 (96.43%), error:      1171.08752, best error:      1168.77087 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.1818618774s, input_fired_time: 0.5103207827, output_fired_time: 0.5112181902, propagate_forward_time: 24.8850555420, propagate_backward_time: 38.7201004028, weight_update_time: 0.1497115493, other_time: 2.5551681519
epoch time: 5.5023946762s, input_fired_time: 0.0644544438, output_fired_time: 0.0000000000, propagate_forward_time: 5.0126891136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252510071
validation[          , genome  4239] predictions:    9639/  10000 (96.39%), best:    9643/10000 (96.43%), error:      1223.30981, best error:      1168.77087 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 67.2738723755s, input_fired_time: 0.5068828464, output_fired_time: 0.5088408589, propagate_forward_time: 24.9175071716, propagate_backward_time: 38.8538970947, weight_update_time: 0.1479177326, other_time: 2.4867439270
epoch time: 5.7519717216s, input_fired_time: 0.0674091652, output_fired_time: 0.0000000000, propagate_forward_time: 5.2369537354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476089478
validation[          , genome  4239] predictions:    9651/  10000 (96.51%), best:    9643/10000 (96.43%), error:      1214.32703, best error:      1168.77087 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 64.6034851074s, input_fired_time: 0.4944041669, output_fired_time: 0.5029716492, propagate_forward_time: 23.4178962708, propagate_backward_time: 37.6765174866, weight_update_time: 0.1446507871, other_time: 2.5116920471
epoch time: 5.5687093735s, input_fired_time: 0.0649467483, output_fired_time: 0.0000000000, propagate_forward_time: 5.0682148933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355478287
validation[          , genome  4239] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1092.65271, best error:      1092.65271 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 67.2815856934s, input_fired_time: 0.5091946721, output_fired_time: 0.5096192956, propagate_forward_time: 25.0600109100, propagate_backward_time: 38.7825279236, weight_update_time: 0.1481980979, other_time: 2.4202308655
epoch time: 5.6518869400s, input_fired_time: 0.0684593990, output_fired_time: 0.0000000000, propagate_forward_time: 5.1413817406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420456886
validation[          , genome  4239] predictions:    9645/  10000 (96.45%), best:    9683/10000 (96.83%), error:      1237.69568, best error:      1092.65271 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 67.7664871216s, input_fired_time: 0.5117254853, output_fired_time: 0.5140640736, propagate_forward_time: 25.2377796173, propagate_backward_time: 39.0124168396, weight_update_time: 0.1509727985, other_time: 2.4905052185
epoch time: 5.7259354591s, input_fired_time: 0.0662424564, output_fired_time: 0.0000000000, propagate_forward_time: 5.2190699577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406228065
validation[          , genome  4239] predictions:    9614/  10000 (96.14%), best:    9683/10000 (96.83%), error:      1306.49109, best error:      1092.65271 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.3177337646s, input_fired_time: 0.5055666566, output_fired_time: 0.5110603571, propagate_forward_time: 25.0915889740, propagate_backward_time: 38.8299903870, weight_update_time: 0.1465086341, other_time: 2.3795204163
epoch time: 5.3714132309s, input_fired_time: 0.0632635951, output_fired_time: 0.0000000000, propagate_forward_time: 4.8795819283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285678864
validation[          , genome  4239] predictions:    9630/  10000 (96.30%), best:    9683/10000 (96.83%), error:      1276.02808, best error:      1092.65271 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 66.5212707520s, input_fired_time: 0.5056998134, output_fired_time: 0.5059632659, propagate_forward_time: 24.7353439331, propagate_backward_time: 38.3580856323, weight_update_time: 0.1461466104, other_time: 2.4161758423
epoch time: 5.2502288818s, input_fired_time: 0.0645610914, output_fired_time: 0.0000000000, propagate_forward_time: 4.7253522873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603157043
validation[          , genome  4239] predictions:    9652/  10000 (96.52%), best:    9683/10000 (96.83%), error:      1143.74841, best error:      1092.65271 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.7317428589s, input_fired_time: 0.5275240541, output_fired_time: 0.5185217857, propagate_forward_time: 25.6155300140, propagate_backward_time: 39.6296920776, weight_update_time: 0.1511456519, other_time: 2.4404678345
epoch time: 5.5480880737s, input_fired_time: 0.0659299940, output_fired_time: 0.0000000000, propagate_forward_time: 5.0574283600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247298241
validation[          , genome  4239] predictions:    9599/  10000 (95.99%), best:    9683/10000 (96.83%), error:      1320.07874, best error:      1092.65271 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 66.9028244019s, input_fired_time: 0.5084397793, output_fired_time: 0.5083844066, propagate_forward_time: 24.8293857574, propagate_backward_time: 38.6291503906, weight_update_time: 0.1488120258, other_time: 2.4274673462
epoch time: 5.8757238388s, input_fired_time: 0.0698229447, output_fired_time: 0.0000000000, propagate_forward_time: 5.3567848206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4491162300
validation[          , genome  4239] predictions:    9634/  10000 (96.34%), best:    9683/10000 (96.83%), error:      1246.21716, best error:      1092.65271 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.5318679810s, input_fired_time: 0.5039631128, output_fired_time: 0.5029048324, propagate_forward_time: 23.9552822113, propagate_backward_time: 38.0474090576, weight_update_time: 0.1482005566, other_time: 2.5223083496
epoch time: 5.5598731041s, input_fired_time: 0.0668632835, output_fired_time: 0.0000000000, propagate_forward_time: 5.0640411377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4289689064
validation[          , genome  4239] predictions:    9529/  10000 (95.29%), best:    9683/10000 (96.83%), error:      1524.87134, best error:      1092.65271 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 64.9164199829s, input_fired_time: 0.4978784025, output_fired_time: 0.5021417737, propagate_forward_time: 23.5755004883, propagate_backward_time: 37.6814308167, weight_update_time: 0.1463139951, other_time: 2.6594696045
epoch time: 5.4727506638s, input_fired_time: 0.0645802990, output_fired_time: 0.0000000000, propagate_forward_time: 4.9819579124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4262123108
validation[          , genome  4239] predictions:    9648/  10000 (96.48%), best:    9683/10000 (96.83%), error:      1224.81458, best error:      1092.65271 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.3623886108s, input_fired_time: 0.5068562031, output_fired_time: 0.5110358596, propagate_forward_time: 25.0882587433, propagate_backward_time: 38.7972908020, weight_update_time: 0.1484546959, other_time: 2.4589500427
epoch time: 5.5032086372s, input_fired_time: 0.0635037348, output_fired_time: 0.0000000000, propagate_forward_time: 5.0150818825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246230125
validation[          , genome  4239] predictions:    9584/  10000 (95.84%), best:    9683/10000 (96.83%), error:      1340.58704, best error:      1092.65271 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 65.4941329956s, input_fired_time: 0.5009837747, output_fired_time: 0.5036896467, propagate_forward_time: 24.0375289917, propagate_backward_time: 37.9243507385, weight_update_time: 0.1483683735, other_time: 2.5275764465
epoch time: 5.4580454826s, input_fired_time: 0.0640987009, output_fired_time: 0.0000000000, propagate_forward_time: 4.9663562775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275903702
validation[          , genome  4239] predictions:    9601/  10000 (96.01%), best:    9683/10000 (96.83%), error:      1379.64758, best error:      1092.65271 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.2874298096s, input_fired_time: 0.5119557381, output_fired_time: 0.5089771748, propagate_forward_time: 25.0897789001, propagate_backward_time: 38.7953147888, weight_update_time: 0.1469179392, other_time: 2.3814010620
epoch time: 5.7029933929s, input_fired_time: 0.0667847320, output_fired_time: 0.0000000000, propagate_forward_time: 5.1935606003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4426479340
validation[          , genome  4239] predictions:    9636/  10000 (96.36%), best:    9683/10000 (96.83%), error:      1223.85815, best error:      1092.65271 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 66.8826217651s, input_fired_time: 0.5089812875, output_fired_time: 0.5075532198, propagate_forward_time: 24.7984790802, propagate_backward_time: 38.6498260498, weight_update_time: 0.1474678516, other_time: 2.4177856445
epoch time: 5.7250547409s, input_fired_time: 0.0674818903, output_fired_time: 0.0000000000, propagate_forward_time: 5.2210454941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365272522
validation[          , genome  4239] predictions:    9627/  10000 (96.27%), best:    9683/10000 (96.83%), error:      1259.03174, best error:      1092.65271 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.4469909668s, input_fired_time: 0.5046892166, output_fired_time: 0.5116246343, propagate_forward_time: 25.1500873566, propagate_backward_time: 38.9150733948, weight_update_time: 0.1454468220, other_time: 2.3655128479
epoch time: 5.8683004379s, input_fired_time: 0.0678385347, output_fired_time: 0.0000000000, propagate_forward_time: 5.3519153595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4485464096
validation[          , genome  4239] predictions:    9611/  10000 (96.11%), best:    9683/10000 (96.83%), error:      1280.99609, best error:      1092.65271 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 68.1266784668s, input_fired_time: 0.5152347088, output_fired_time: 0.5161842108, propagate_forward_time: 25.4504070282, propagate_backward_time: 39.2582931519, weight_update_time: 0.1481744498, other_time: 2.3865585327
epoch time: 5.5935006142s, input_fired_time: 0.0655399263, output_fired_time: 0.0000000000, propagate_forward_time: 5.0998558998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281048775
validation[          , genome  4239] predictions:    9588/  10000 (95.88%), best:    9683/10000 (96.83%), error:      1363.95630, best error:      1092.65271 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.5282592773s, input_fired_time: 0.5076248646, output_fired_time: 0.5105656981, propagate_forward_time: 25.1664237976, propagate_backward_time: 38.9650726318, weight_update_time: 0.1469269246, other_time: 2.3785743713
epoch time: 5.5816540718s, input_fired_time: 0.0641763955, output_fired_time: 0.0000000000, propagate_forward_time: 5.0864086151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310688972
validation[          , genome  4239] predictions:    9642/  10000 (96.42%), best:    9683/10000 (96.83%), error:      1222.34973, best error:      1092.65271 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 66.9572677612s, input_fired_time: 0.5153746605, output_fired_time: 0.5092117190, propagate_forward_time: 24.7476539612, propagate_backward_time: 38.6087608337, weight_update_time: 0.1493022293, other_time: 2.5762710571
epoch time: 5.4316158295s, input_fired_time: 0.0637961105, output_fired_time: 0.0000000000, propagate_forward_time: 4.9460630417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217567444
validation[          , genome  4239] predictions:    9642/  10000 (96.42%), best:    9683/10000 (96.83%), error:      1231.93213, best error:      1092.65271 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.8695831299s, input_fired_time: 0.5141147375, output_fired_time: 0.5152865052, propagate_forward_time: 25.3570251465, propagate_backward_time: 39.0482826233, weight_update_time: 0.1494897157, other_time: 2.4348716736
epoch time: 5.5434799194s, input_fired_time: 0.0647637248, output_fired_time: 0.0000000000, propagate_forward_time: 5.0421352386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365811348
validation[          , genome  4239] predictions:    9621/  10000 (96.21%), best:    9683/10000 (96.83%), error:      1228.04126, best error:      1092.65271 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 65.5012512207s, input_fired_time: 0.5058415532, output_fired_time: 0.5056765676, propagate_forward_time: 23.9820766449, propagate_backward_time: 38.0075645447, weight_update_time: 0.1481132060, other_time: 2.5000877380
epoch time: 5.5977115631s, input_fired_time: 0.0670065731, output_fired_time: 0.0000000000, propagate_forward_time: 5.0902190208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404859543
validation[          , genome  4239] predictions:    9619/  10000 (96.19%), best:    9683/10000 (96.83%), error:      1277.07788, best error:      1092.65271 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 67.7211761475s, input_fired_time: 0.5202673078, output_fired_time: 0.5162936449, propagate_forward_time: 25.1958942413, propagate_backward_time: 39.0180702209, weight_update_time: 0.1494348049, other_time: 2.4706535339
epoch time: 5.5084252357s, input_fired_time: 0.0656166822, output_fired_time: 0.0000000000, propagate_forward_time: 5.0176796913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251289368
validation[          , genome  4239] predictions:    9604/  10000 (96.04%), best:    9683/10000 (96.83%), error:      1325.60376, best error:      1092.65271 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.5852584839s, input_fired_time: 0.5157469511, output_fired_time: 0.5160028338, propagate_forward_time: 25.1117706299, propagate_backward_time: 39.0163497925, weight_update_time: 0.1490955055, other_time: 2.4253845215
epoch time: 5.5965113640s, input_fired_time: 0.0661835298, output_fired_time: 0.0000000000, propagate_forward_time: 5.0926809311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376468658
validation[          , genome  4239] predictions:    9608/  10000 (96.08%), best:    9683/10000 (96.83%), error:      1277.55566, best error:      1092.65271 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.5530014038s, input_fired_time: 0.5175270438, output_fired_time: 0.5122955441, propagate_forward_time: 25.1942596436, propagate_backward_time: 38.8573608398, weight_update_time: 0.1510571986, other_time: 2.4715576172
epoch time: 5.8743147850s, input_fired_time: 0.0709186569, output_fired_time: 0.0000000000, propagate_forward_time: 5.3550887108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483075142
validation[          , genome  4239] predictions:    9565/  10000 (95.65%), best:    9683/10000 (96.83%), error:      1360.72400, best error:      1092.65271 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.4976654053s, input_fired_time: 0.5184822679, output_fired_time: 0.5175325871, propagate_forward_time: 25.6234130859, propagate_backward_time: 39.4499397278, weight_update_time: 0.1480802298, other_time: 2.3882942200
epoch time: 5.5273656845s, input_fired_time: 0.0650823712, output_fired_time: 0.0000000000, propagate_forward_time: 5.0221982002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400849342
validation[          , genome  4239] predictions:    9601/  10000 (96.01%), best:    9683/10000 (96.83%), error:      1320.83875, best error:      1092.65271 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 67.7802124023s, input_fired_time: 0.5182574987, output_fired_time: 0.5121597648, propagate_forward_time: 25.2957973480, propagate_backward_time: 39.0440597534, weight_update_time: 0.1497802436, other_time: 2.4099349976
epoch time: 5.6134805679s, input_fired_time: 0.0669481158, output_fired_time: 0.0000000000, propagate_forward_time: 5.0988411903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476914406
validation[          , genome  4239] predictions:    9650/  10000 (96.50%), best:    9683/10000 (96.83%), error:      1182.01770, best error:      1092.65271 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 66.4250106812s, input_fired_time: 0.5053834319, output_fired_time: 0.5066789389, propagate_forward_time: 24.4836292267, propagate_backward_time: 38.3945846558, weight_update_time: 0.1489075720, other_time: 2.5347366333
epoch time: 5.8649654388s, input_fired_time: 0.0702710673, output_fired_time: 0.0000000000, propagate_forward_time: 5.3467354774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479589462
validation[          , genome  4239] predictions:    9635/  10000 (96.35%), best:    9683/10000 (96.83%), error:      1252.82056, best error:      1092.65271 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 67.6020584106s, input_fired_time: 0.5454244614, output_fired_time: 0.5100917220, propagate_forward_time: 25.2184467316, propagate_backward_time: 38.9345779419, weight_update_time: 0.1472098529, other_time: 2.3935165405
epoch time: 4.7935581207s, input_fired_time: 0.0621598512, output_fired_time: 0.0000000000, propagate_forward_time: 4.2617926598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4696054459
validation[          , genome  4239] predictions:    9656/  10000 (96.56%), best:    9683/10000 (96.83%), error:      1154.22241, best error:      1092.65271 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.8661727905s, input_fired_time: 0.5144577026, output_fired_time: 0.5118210912, propagate_forward_time: 25.3022537231, propagate_backward_time: 39.1106033325, weight_update_time: 0.1472289860, other_time: 2.4270401001
epoch time: 4.9611144066s, input_fired_time: 0.0633609146, output_fired_time: 0.0000000000, propagate_forward_time: 4.4411973953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565563202
validation[          , genome  4239] predictions:    9607/  10000 (96.07%), best:    9683/10000 (96.83%), error:      1295.21191, best error:      1092.65271 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 66.3689956665s, input_fired_time: 0.5111508369, output_fired_time: 0.5049774051, propagate_forward_time: 24.5188217163, propagate_backward_time: 38.3282966614, weight_update_time: 0.1468553692, other_time: 2.5057487488
epoch time: 5.6767024994s, input_fired_time: 0.0696675926, output_fired_time: 0.0000000000, propagate_forward_time: 5.1620922089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449424744
validation[          , genome  4239] predictions:    9669/  10000 (96.69%), best:    9683/10000 (96.83%), error:      1155.53455, best error:      1092.65271 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 67.1729049683s, input_fired_time: 0.5107967257, output_fired_time: 0.5114859939, propagate_forward_time: 24.9965591431, propagate_backward_time: 38.7476387024, weight_update_time: 0.1465727836, other_time: 2.4064292908
epoch time: 4.8022537231s, input_fired_time: 0.0620884486, output_fired_time: 0.0000000000, propagate_forward_time: 4.2832694054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568958282
validation[          , genome  4239] predictions:    9646/  10000 (96.46%), best:    9683/10000 (96.83%), error:      1179.52087, best error:      1092.65271 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.2852172852s, input_fired_time: 0.5205082893, output_fired_time: 0.5173296332, propagate_forward_time: 24.6810722351, propagate_backward_time: 39.0053939819, weight_update_time: 0.1516319215, other_time: 2.5609169006
epoch time: 5.6511011124s, input_fired_time: 0.0676578060, output_fired_time: 0.0000000000, propagate_forward_time: 5.1465601921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368829727
validation[          , genome  4239] predictions:    9513/  10000 (95.13%), best:    9683/10000 (96.83%), error:      1678.72620, best error:      1092.65271 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.8592834473s, input_fired_time: 0.5212319493, output_fired_time: 0.5149344206, propagate_forward_time: 25.3264312744, propagate_backward_time: 39.0301933289, weight_update_time: 0.1509738266, other_time: 2.4664955139
epoch time: 5.6363883018s, input_fired_time: 0.0672172457, output_fired_time: 0.0000000000, propagate_forward_time: 5.1330699921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361009598
validation[          , genome  4239] predictions:    9642/  10000 (96.42%), best:    9683/10000 (96.83%), error:      1210.79919, best error:      1092.65271 on epoch:    70, 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: 27.7358493805s, input_fired_time: 0.3246993721, output_fired_time: 0.0000000000, propagate_forward_time: 25.2020912170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2090587616
best training[          , genome  4239] predictions:   49092/  50000 (98.18%), best:    9683/10000 (96.83%), error:      3202.72607, best error:      1092.65271 on epoch:    70, 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: 5.5454740524s, input_fired_time: 0.0638813749, output_fired_time: 0.0000000000, propagate_forward_time: 5.0434465408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381461143
   testing[          , genome  4239] predictions:    9699/  10000 (96.99%), best:    9683/10000 (96.83%), error:       979.27441, best error:      1092.65271 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:05:26 (36): called boinc_finish(0)

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