Nameexact_genome_1512568488_41_4787_1
Workunit2595219
Created7 Dec 2017, 11:54:06 UTC
Sent7 Dec 2017, 11:55:56 UTC
Report deadline11 Dec 2017, 10:13:00 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time2 hours 7 min 21 sec
CPU time2 hours 6 min 26 sec
Validate stateValid
Credit982.13
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.14 MB
Peak swap size157.48 MB
Peak disk usage1.54 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0931549892, output_fired_time: 0.0000000000, propagate_forward_time: 5.1534457207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483389854
validation[          , genome  4787] predictions:    9580/  10000 (95.80%), best:    9560/10000 (95.60%), error:      1460.18335, best error:      1431.38647 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 68.2659759521s, input_fired_time: 0.7507347465, output_fired_time: 0.6771078110, propagate_forward_time: 25.3316478729, propagate_backward_time: 38.9393692017, weight_update_time: 0.1140672192, other_time: 2.5671157837
epoch time: 5.6060819626s, input_fired_time: 0.0929148868, output_fired_time: 0.0000000000, propagate_forward_time: 5.0663819313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467849731
validation[          , genome  4787] predictions:    9528/  10000 (95.28%), best:    9560/10000 (95.60%), error:      1502.55859, best error:      1431.38647 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 69.7357482910s, input_fired_time: 0.7743445039, output_fired_time: 0.7029110193, propagate_forward_time: 25.8200836182, propagate_backward_time: 39.7519378662, weight_update_time: 0.1170755103, other_time: 2.6864700317
epoch time: 5.8377332687s, input_fired_time: 0.1165457591, output_fired_time: 0.0000000000, propagate_forward_time: 5.2335519791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876356125
validation[          , genome  4787] predictions:    9567/  10000 (95.67%), best:    9567/10000 (95.67%), error:      1422.64014, best error:      1422.64014 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.4818038940s, input_fired_time: 0.7601063848, output_fired_time: 0.6865559816, propagate_forward_time: 25.7658653259, propagate_backward_time: 39.5609397888, weight_update_time: 0.1153101325, other_time: 2.7083358765
epoch time: 5.6319513321s, input_fired_time: 0.0951789841, output_fired_time: 0.0000000000, propagate_forward_time: 5.0865221024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502501488
validation[          , genome  4787] predictions:    9482/  10000 (94.82%), best:    9567/10000 (95.67%), error:      1720.07397, best error:      1422.64014 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 68.8569030762s, input_fired_time: 0.7545709610, output_fired_time: 0.6863730550, propagate_forward_time: 25.5602817535, propagate_backward_time: 39.2451019287, weight_update_time: 0.1152771264, other_time: 2.6105804443
epoch time: 5.6033334732s, input_fired_time: 0.0964886621, output_fired_time: 0.0000000000, propagate_forward_time: 5.0499544144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4568905830
validation[          , genome  4787] predictions:    9557/  10000 (95.57%), best:    9567/10000 (95.67%), error:      1427.93481, best error:      1422.64014 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 68.4895935059s, input_fired_time: 0.7568550706, output_fired_time: 0.6858419180, propagate_forward_time: 25.4546337128, propagate_backward_time: 39.0605049133, weight_update_time: 0.1136862561, other_time: 2.5317497253
epoch time: 5.6649637222s, input_fired_time: 0.0952946916, output_fired_time: 0.0000000000, propagate_forward_time: 5.1108655930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4588036537
validation[          , genome  4787] predictions:    9556/  10000 (95.56%), best:    9567/10000 (95.67%), error:      1448.07678, best error:      1422.64014 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 68.6584625244s, input_fired_time: 0.7488276362, output_fired_time: 0.6824900508, propagate_forward_time: 25.4929466248, propagate_backward_time: 39.1485786438, weight_update_time: 0.1139965355, other_time: 2.5856246948
epoch time: 5.5216021538s, input_fired_time: 0.0953494906, output_fired_time: 0.0000000000, propagate_forward_time: 4.9622731209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639797211
validation[          , genome  4787] predictions:    9541/  10000 (95.41%), best:    9567/10000 (95.67%), error:      1439.83618, best error:      1422.64014 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 69.0228271484s, input_fired_time: 0.7647504807, output_fired_time: 0.6901189685, propagate_forward_time: 25.5241184235, propagate_backward_time: 39.3972587585, weight_update_time: 0.1161264777, other_time: 2.6465873718
epoch time: 5.5538973808s, input_fired_time: 0.0934518874, output_fired_time: 0.0000000000, propagate_forward_time: 5.0105314255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499139786
validation[          , genome  4787] predictions:    9544/  10000 (95.44%), best:    9567/10000 (95.67%), error:      1447.08252, best error:      1422.64014 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 69.1424560547s, input_fired_time: 0.7681070566, output_fired_time: 0.6970388293, propagate_forward_time: 25.5548706055, propagate_backward_time: 39.4492034912, weight_update_time: 0.1158885881, other_time: 2.6732406616
epoch time: 5.5858268738s, input_fired_time: 0.0931489691, output_fired_time: 0.0000000000, propagate_forward_time: 5.0435791016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490985870
validation[          , genome  4787] predictions:    9581/  10000 (95.81%), best:    9581/10000 (95.81%), error:      1405.21082, best error:      1405.21082 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 68.4737701416s, input_fired_time: 0.7712231874, output_fired_time: 0.6920300126, propagate_forward_time: 25.3598117828, propagate_backward_time: 39.0605201721, weight_update_time: 0.1148980334, other_time: 2.5901832581
epoch time: 5.5968823433s, input_fired_time: 0.0942574739, output_fired_time: 0.0000000000, propagate_forward_time: 5.0570926666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455323219
validation[          , genome  4787] predictions:    9600/  10000 (96.00%), best:    9600/10000 (96.00%), error:      1303.58801, best error:      1303.58801 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 69.0795593262s, input_fired_time: 0.7665858865, output_fired_time: 0.6865841150, propagate_forward_time: 25.6008892059, propagate_backward_time: 39.3479385376, weight_update_time: 0.1191376001, other_time: 2.6775588989
epoch time: 5.6322407722s, input_fired_time: 0.0987542495, output_fired_time: 0.0000000000, propagate_forward_time: 5.0879502296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455361366
validation[          , genome  4787] predictions:    9577/  10000 (95.77%), best:    9600/10000 (96.00%), error:      1340.66553, best error:      1303.58801 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 69.4250030518s, input_fired_time: 0.7887227535, output_fired_time: 0.7026378512, propagate_forward_time: 25.7123641968, propagate_backward_time: 39.5034637451, weight_update_time: 0.1234167665, other_time: 2.7178192139
epoch time: 5.6443662643s, input_fired_time: 0.0944501758, output_fired_time: 0.0000000000, propagate_forward_time: 5.0970683098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528479576
validation[          , genome  4787] predictions:    9559/  10000 (95.59%), best:    9600/10000 (96.00%), error:      1467.79504, best error:      1303.58801 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 68.8429489136s, input_fired_time: 0.7629873157, output_fired_time: 0.6905685663, propagate_forward_time: 25.4911174774, propagate_backward_time: 39.2058219910, weight_update_time: 0.1203501448, other_time: 2.6924552917
epoch time: 5.6145353317s, input_fired_time: 0.0940191969, output_fired_time: 0.0000000000, propagate_forward_time: 5.0752258301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452900887
validation[          , genome  4787] predictions:    9568/  10000 (95.68%), best:    9600/10000 (96.00%), error:      1383.82800, best error:      1303.58801 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 68.9655380249s, input_fired_time: 0.7615384459, output_fired_time: 0.6939877868, propagate_forward_time: 25.5191173553, propagate_backward_time: 39.3495140076, weight_update_time: 0.1143748388, other_time: 2.6413841248
epoch time: 5.5914869308s, input_fired_time: 0.0943277776, output_fired_time: 0.0000000000, propagate_forward_time: 5.0516567230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455022812
validation[          , genome  4787] predictions:    9566/  10000 (95.66%), best:    9600/10000 (96.00%), error:      1399.31921, best error:      1303.58801 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 69.2624816895s, input_fired_time: 0.7843249440, output_fired_time: 0.6943351626, propagate_forward_time: 25.6578197479, propagate_backward_time: 39.4588394165, weight_update_time: 0.1157367080, other_time: 2.6671600342
epoch time: 5.6876249313s, input_fired_time: 0.0983602777, output_fired_time: 0.0000000000, propagate_forward_time: 5.1238031387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654617310
validation[          , genome  4787] predictions:    9593/  10000 (95.93%), best:    9600/10000 (96.00%), error:      1312.45422, best error:      1303.58801 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 68.8852310181s, input_fired_time: 0.7887432575, output_fired_time: 0.6926550865, propagate_forward_time: 25.5266799927, propagate_backward_time: 39.2453536987, weight_update_time: 0.1160357073, other_time: 2.6317977905
epoch time: 5.5538215637s, input_fired_time: 0.0998878852, output_fired_time: 0.0000000000, propagate_forward_time: 5.0074620247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4464716911
validation[          , genome  4787] predictions:    9560/  10000 (95.60%), best:    9600/10000 (96.00%), error:      1402.00220, best error:      1303.58801 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 69.0801849365s, input_fired_time: 0.7723463774, output_fired_time: 0.6860426664, propagate_forward_time: 25.6162853241, propagate_backward_time: 39.4067382813, weight_update_time: 0.1150280833, other_time: 2.5987701416
epoch time: 5.6921606064s, input_fired_time: 0.0975215733, output_fired_time: 0.0000000000, propagate_forward_time: 5.1297783852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4648604393
validation[          , genome  4787] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1286.58582, best error:      1286.58582 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 68.5801620483s, input_fired_time: 0.7669699192, output_fired_time: 0.6901370883, propagate_forward_time: 25.4404869080, propagate_backward_time: 39.0642662048, weight_update_time: 0.1150206178, other_time: 2.6183013916
epoch time: 5.6455187798s, input_fired_time: 0.0971009880, output_fired_time: 0.0000000000, propagate_forward_time: 5.0945987701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4538187981
validation[          , genome  4787] predictions:    9607/  10000 (96.07%), best:    9598/10000 (95.98%), error:      1287.58630, best error:      1286.58582 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 70.7005157471s, input_fired_time: 0.7998088598, output_fired_time: 0.7127750516, propagate_forward_time: 26.0790367126, propagate_backward_time: 40.2867431641, weight_update_time: 0.1172330976, other_time: 2.8221473694
epoch time: 5.8541197777s, input_fired_time: 0.0983896852, output_fired_time: 0.0000000000, propagate_forward_time: 5.2437105179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120196342
validation[          , genome  4787] predictions:    9556/  10000 (95.56%), best:    9598/10000 (95.98%), error:      1409.25793, best error:      1286.58582 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.5885543823s, input_fired_time: 0.8024832010, output_fired_time: 0.6979969144, propagate_forward_time: 25.6702766418, propagate_backward_time: 39.6779060364, weight_update_time: 0.1158624068, other_time: 2.7398910522
epoch time: 5.6086320877s, input_fired_time: 0.0951681882, output_fired_time: 0.0000000000, propagate_forward_time: 5.0658783913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475855827
validation[          , genome  4787] predictions:    9570/  10000 (95.70%), best:    9598/10000 (95.98%), error:      1403.09399, best error:      1286.58582 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 68.8265609741s, input_fired_time: 0.7622689605, output_fired_time: 0.6837150455, propagate_forward_time: 25.4253864288, propagate_backward_time: 39.3623580933, weight_update_time: 0.1150778159, other_time: 2.5928344727
epoch time: 5.8779387474s, input_fired_time: 0.1020639688, output_fired_time: 0.0000000000, propagate_forward_time: 5.2823314667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935431480
validation[          , genome  4787] predictions:    9558/  10000 (95.58%), best:    9598/10000 (95.98%), error:      1395.54004, best error:      1286.58582 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 69.0251922607s, input_fired_time: 0.7586979866, output_fired_time: 0.6949850321, propagate_forward_time: 25.6362094879, propagate_backward_time: 39.3571281433, weight_update_time: 0.1194585860, other_time: 2.5781745911
epoch time: 5.8475155830s, input_fired_time: 0.0984552801, output_fired_time: 0.0000000000, propagate_forward_time: 5.2544326782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946274757
validation[          , genome  4787] predictions:    9595/  10000 (95.95%), best:    9595/10000 (95.95%), error:      1281.05859, best error:      1281.05859 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 68.4808654785s, input_fired_time: 0.7666760683, output_fired_time: 0.6905065179, propagate_forward_time: 25.4023857117, propagate_backward_time: 39.0954322815, weight_update_time: 0.1158383563, other_time: 2.5258636475
epoch time: 5.6206841469s, input_fired_time: 0.0956435502, output_fired_time: 0.0000000000, propagate_forward_time: 5.0775046349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475359917
validation[          , genome  4787] predictions:    9593/  10000 (95.93%), best:    9595/10000 (95.95%), error:      1349.03564, best error:      1281.05859 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 69.4057922363s, input_fired_time: 0.8116306663, output_fired_time: 0.6844410300, propagate_forward_time: 25.6665325165, propagate_backward_time: 39.5303955078, weight_update_time: 0.1212479621, other_time: 2.7127914429
epoch time: 5.7668828964s, input_fired_time: 0.1018555984, output_fired_time: 0.0000000000, propagate_forward_time: 5.1894855499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4755415916
validation[          , genome  4787] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1247.19482, best error:      1247.19482 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 69.3704376221s, input_fired_time: 0.7819869518, output_fired_time: 0.7009835839, propagate_forward_time: 25.6744937897, propagate_backward_time: 39.5058670044, weight_update_time: 0.1166722849, other_time: 2.7071075439
epoch time: 5.6355228424s, input_fired_time: 0.0950132757, output_fired_time: 0.0000000000, propagate_forward_time: 5.0924882889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4480214119
validation[          , genome  4787] predictions:    9580/  10000 (95.80%), best:    9622/10000 (96.22%), error:      1306.50208, best error:      1247.19482 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 68.9290008545s, input_fired_time: 0.7733653784, output_fired_time: 0.6929699183, propagate_forward_time: 25.4340038300, propagate_backward_time: 39.3734397888, weight_update_time: 0.1154518202, other_time: 2.6552162170
epoch time: 5.7524232864s, input_fired_time: 0.1020326614, output_fired_time: 0.0000000000, propagate_forward_time: 5.1862087250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641819000
validation[          , genome  4787] predictions:    9622/  10000 (96.22%), best:    9622/10000 (96.22%), error:      1260.51245, best error:      1247.19482 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 69.8490524292s, input_fired_time: 0.7863299251, output_fired_time: 0.7037274837, propagate_forward_time: 25.8265304565, propagate_backward_time: 39.7939147949, weight_update_time: 0.1156031862, other_time: 2.7385482788
epoch time: 5.6216802597s, input_fired_time: 0.0963011757, output_fired_time: 0.0000000000, propagate_forward_time: 5.0772094727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4481697083
validation[          , genome  4787] predictions:    9612/  10000 (96.12%), best:    9622/10000 (96.22%), error:      1295.04578, best error:      1247.19482 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 69.8704376221s, input_fired_time: 0.7892399430, output_fired_time: 0.7032245994, propagate_forward_time: 25.8381233215, propagate_backward_time: 39.8107337952, weight_update_time: 0.1153956056, other_time: 2.7291183472
epoch time: 5.5710682869s, input_fired_time: 0.0949421823, output_fired_time: 0.0000000000, propagate_forward_time: 5.0325908661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435353279
validation[          , genome  4787] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1244.97925, best error:      1244.97925 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 68.9193496704s, input_fired_time: 0.7787547112, output_fired_time: 0.6865004897, propagate_forward_time: 25.4888725281, propagate_backward_time: 39.3096008301, weight_update_time: 0.1152172983, other_time: 2.6556205750
epoch time: 5.6587758064s, input_fired_time: 0.0996645913, output_fired_time: 0.0000000000, propagate_forward_time: 5.0934720039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656391144
validation[          , genome  4787] predictions:    9447/  10000 (94.47%), best:    9626/10000 (96.26%), error:      1800.26086, best error:      1244.97925 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 68.7794952393s, input_fired_time: 0.7779760957, output_fired_time: 0.6919340491, propagate_forward_time: 25.5191249847, propagate_backward_time: 39.2011756897, weight_update_time: 0.1148010939, other_time: 2.5892829895
epoch time: 5.5448918343s, input_fired_time: 0.0966353863, output_fired_time: 0.0000000000, propagate_forward_time: 5.0025873184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456691742
validation[          , genome  4787] predictions:    9623/  10000 (96.23%), best:    9626/10000 (96.26%), error:      1263.42261, best error:      1244.97925 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 69.0205078125s, input_fired_time: 0.7849264741, output_fired_time: 0.6856583357, propagate_forward_time: 25.5451030731, propagate_backward_time: 39.3139495850, weight_update_time: 0.1229005679, other_time: 2.6908645630
epoch time: 5.6857767105s, input_fired_time: 0.0964348912, output_fired_time: 0.0000000000, propagate_forward_time: 5.1272573471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620842934
validation[          , genome  4787] predictions:    9534/  10000 (95.34%), best:    9626/10000 (96.26%), error:      1502.93359, best error:      1244.97925 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 68.8842544556s, input_fired_time: 0.7636307478, output_fired_time: 0.6966767907, propagate_forward_time: 25.5376949310, propagate_backward_time: 39.3227920532, weight_update_time: 0.1194707975, other_time: 2.5634536743
epoch time: 5.7344703674s, input_fired_time: 0.1008129865, output_fired_time: 0.0000000000, propagate_forward_time: 5.1608448029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728126526
validation[          , genome  4787] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1217.91199, best error:      1217.91199 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 68.0185852051s, input_fired_time: 0.7520615458, output_fired_time: 0.6784372330, propagate_forward_time: 25.2395648956, propagate_backward_time: 38.8547363281, weight_update_time: 0.1164949536, other_time: 2.4937896729
epoch time: 5.5995650291s, input_fired_time: 0.0956581905, output_fired_time: 0.0000000000, propagate_forward_time: 5.0564575195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474492073
validation[          , genome  4787] predictions:    9553/  10000 (95.53%), best:    9626/10000 (96.26%), error:      1404.32739, best error:      1217.91199 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 68.4209594727s, input_fired_time: 0.7588481903, output_fired_time: 0.6818469167, propagate_forward_time: 25.3441104889, propagate_backward_time: 39.0948028564, weight_update_time: 0.1144528836, other_time: 2.5413513184
epoch time: 5.6030545235s, input_fired_time: 0.0971377939, output_fired_time: 0.0000000000, propagate_forward_time: 5.0602636337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456529617
validation[          , genome  4787] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1272.57007, best error:      1217.91199 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 69.8653106689s, input_fired_time: 0.7939566374, output_fired_time: 0.7181442976, propagate_forward_time: 25.8228397369, propagate_backward_time: 39.8408088684, weight_update_time: 0.1184625030, other_time: 2.6895637512
epoch time: 5.6529703140s, input_fired_time: 0.0971539915, output_fired_time: 0.0000000000, propagate_forward_time: 5.0962457657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595704079
validation[          , genome  4787] predictions:    9574/  10000 (95.74%), best:    9626/10000 (96.26%), error:      1293.50696, best error:      1217.91199 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 69.7830505371s, input_fired_time: 0.7910445929, output_fired_time: 0.6860296130, propagate_forward_time: 25.7336864471, propagate_backward_time: 39.8034172058, weight_update_time: 0.1171048805, other_time: 2.7688713074
epoch time: 5.6806974411s, input_fired_time: 0.0994632021, output_fired_time: 0.0000000000, propagate_forward_time: 5.1114459038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697885513
validation[          , genome  4787] predictions:    9631/  10000 (96.31%), best:    9626/10000 (96.26%), error:      1225.32324, best error:      1217.91199 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 68.5206832886s, input_fired_time: 0.7693311572, output_fired_time: 0.6789475679, propagate_forward_time: 25.3755283356, propagate_backward_time: 39.0725059509, weight_update_time: 0.1152351722, other_time: 2.6243705750
epoch time: 5.8737578392s, input_fired_time: 0.1057444587, output_fired_time: 0.0000000000, propagate_forward_time: 5.2767248154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4912886620
validation[          , genome  4787] predictions:    9593/  10000 (95.93%), best:    9626/10000 (96.26%), error:      1370.87744, best error:      1217.91199 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 68.5666580200s, input_fired_time: 0.7742596269, output_fired_time: 0.6823946238, propagate_forward_time: 25.4241352081, propagate_backward_time: 39.0994071960, weight_update_time: 0.1141897216, other_time: 2.5864601135
epoch time: 5.5611648560s, input_fired_time: 0.0957004055, output_fired_time: 0.0000000000, propagate_forward_time: 5.0192952156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461693764
validation[          , genome  4787] predictions:    9609/  10000 (96.09%), best:    9626/10000 (96.26%), error:      1281.93884, best error:      1217.91199 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 69.0302124023s, input_fired_time: 0.7816210985, output_fired_time: 0.6935487986, propagate_forward_time: 25.5739116669, propagate_backward_time: 39.3566055298, weight_update_time: 0.1167396903, other_time: 2.6245193481
epoch time: 5.6227321625s, input_fired_time: 0.1033559814, output_fired_time: 0.0000000000, propagate_forward_time: 5.0701370239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492392540
validation[          , genome  4787] predictions:    9631/  10000 (96.31%), best:    9626/10000 (96.26%), error:      1226.72339, best error:      1217.91199 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 68.9144668579s, input_fired_time: 0.7770603895, output_fired_time: 0.7026690245, propagate_forward_time: 25.5340614319, propagate_backward_time: 39.2424011230, weight_update_time: 0.1156039760, other_time: 2.6582756042
epoch time: 5.5718512535s, input_fired_time: 0.0957592651, output_fired_time: 0.0000000000, propagate_forward_time: 5.0310363770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450554848
validation[          , genome  4787] predictions:    9621/  10000 (96.21%), best:    9626/10000 (96.26%), error:      1258.08972, best error:      1217.91199 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.4222793579s, input_fired_time: 0.7686436176, output_fired_time: 0.6804779768, propagate_forward_time: 25.3173694611, propagate_backward_time: 39.1072273254, weight_update_time: 0.1143887118, other_time: 2.5485572815
epoch time: 5.7162580490s, input_fired_time: 0.1019669995, output_fired_time: 0.0000000000, propagate_forward_time: 5.1480112076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662799835
validation[          , genome  4787] predictions:    9520/  10000 (95.20%), best:    9626/10000 (96.26%), error:      1539.59497, best error:      1217.91199 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 69.1070175171s, input_fired_time: 0.7810640335, output_fired_time: 0.6916947961, propagate_forward_time: 25.6001873016, propagate_backward_time: 39.3828735352, weight_update_time: 0.1164822802, other_time: 2.6511917114
epoch time: 5.8742384911s, input_fired_time: 0.0982032865, output_fired_time: 0.0000000000, propagate_forward_time: 5.3016710281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743642807
validation[          , genome  4787] predictions:    9620/  10000 (96.20%), best:    9626/10000 (96.26%), error:      1224.69714, best error:      1217.91199 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 69.2204666138s, input_fired_time: 0.7732838392, output_fired_time: 0.6830638051, propagate_forward_time: 25.6814079285, propagate_backward_time: 39.4546432495, weight_update_time: 0.1156918854, other_time: 2.6280632019
epoch time: 5.6142215729s, input_fired_time: 0.0979829952, output_fired_time: 0.0000000000, propagate_forward_time: 5.0694398880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467988014
validation[          , genome  4787] predictions:    9642/  10000 (96.42%), best:    9642/10000 (96.42%), error:      1214.88916, best error:      1214.88916 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 68.9301681519s, input_fired_time: 0.7810819745, output_fired_time: 0.6911973953, propagate_forward_time: 25.5458908081, propagate_backward_time: 39.3461914063, weight_update_time: 0.1149904206, other_time: 2.5658035278
epoch time: 5.6199522018s, input_fired_time: 0.0967822894, output_fired_time: 0.0000000000, propagate_forward_time: 5.0780663490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4451036453
validation[          , genome  4787] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1204.73206, best error:      1204.73206 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 68.3843917847s, input_fired_time: 0.7717353106, output_fired_time: 0.6853711009, propagate_forward_time: 25.3574428558, propagate_backward_time: 39.0375289917, weight_update_time: 0.1149834618, other_time: 2.5323104858
epoch time: 5.6330718994s, input_fired_time: 0.1035067737, output_fired_time: 0.0000000000, propagate_forward_time: 5.0843591690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452061653
validation[          , genome  4787] predictions:    9612/  10000 (96.12%), best:    9634/10000 (96.34%), error:      1238.14868, best error:      1204.73206 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 69.0300903320s, input_fired_time: 0.7887119651, output_fired_time: 0.6860797405, propagate_forward_time: 25.5701560974, propagate_backward_time: 39.3485107422, weight_update_time: 0.1151485741, other_time: 2.6366310120
epoch time: 5.5744366646s, input_fired_time: 0.0970965847, output_fired_time: 0.0000000000, propagate_forward_time: 5.0155224800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618177414
validation[          , genome  4787] predictions:    9617/  10000 (96.17%), best:    9634/10000 (96.34%), error:      1268.89294, best error:      1204.73206 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 69.8189468384s, input_fired_time: 0.7936691046, output_fired_time: 0.6990814209, propagate_forward_time: 25.7953815460, propagate_backward_time: 39.7954559326, weight_update_time: 0.1164314002, other_time: 2.7353591919
epoch time: 5.6049475670s, input_fired_time: 0.0970453024, output_fired_time: 0.0000000000, propagate_forward_time: 5.0604877472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474143982
validation[          , genome  4787] predictions:    9601/  10000 (96.01%), best:    9634/10000 (96.34%), error:      1285.18640, best error:      1204.73206 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.2947463989s, input_fired_time: 0.7645525932, output_fired_time: 0.6966285110, propagate_forward_time: 25.3254356384, propagate_backward_time: 38.9915046692, weight_update_time: 0.1145651788, other_time: 2.5166320801
epoch time: 5.6074905396s, input_fired_time: 0.0978421047, output_fired_time: 0.0000000000, propagate_forward_time: 5.0634684563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461798668
validation[          , genome  4787] predictions:    9591/  10000 (95.91%), best:    9634/10000 (96.34%), error:      1294.45105, best error:      1204.73206 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.3554229736s, input_fired_time: 0.7696037889, output_fired_time: 0.6807219386, propagate_forward_time: 25.3499660492, propagate_backward_time: 39.0312347412, weight_update_time: 0.1169384345, other_time: 2.5238876343
epoch time: 5.5949969292s, input_fired_time: 0.0979261100, output_fired_time: 0.0000000000, propagate_forward_time: 5.0530929565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439778328
validation[          , genome  4787] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1191.82971, best error:      1191.82971 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 68.7408294678s, input_fired_time: 0.7754549384, output_fired_time: 0.6927567720, propagate_forward_time: 25.4989967346, propagate_backward_time: 39.1458549500, weight_update_time: 0.1155775562, other_time: 2.6277694702
epoch time: 5.7733755112s, input_fired_time: 0.0978410915, output_fired_time: 0.0000000000, propagate_forward_time: 5.2196259499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559082985
validation[          , genome  4787] predictions:    9604/  10000 (96.04%), best:    9643/10000 (96.43%), error:      1297.73218, best error:      1191.82971 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 69.6002731323s, input_fired_time: 0.7894793749, output_fired_time: 0.6888485551, propagate_forward_time: 25.7658653259, propagate_backward_time: 39.6754951477, weight_update_time: 0.1149489284, other_time: 2.6805801392
epoch time: 5.5244970322s, input_fired_time: 0.0975087658, output_fired_time: 0.0000000000, propagate_forward_time: 4.9863791466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406089783
validation[          , genome  4787] predictions:    9611/  10000 (96.11%), best:    9643/10000 (96.43%), error:      1287.96777, best error:      1191.82971 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 69.5588150024s, input_fired_time: 0.7998332977, output_fired_time: 0.7001979351, propagate_forward_time: 25.7510356903, propagate_backward_time: 39.5987014771, weight_update_time: 0.1156385690, other_time: 2.7090454102
epoch time: 5.6274356842s, input_fired_time: 0.0978923663, output_fired_time: 0.0000000000, propagate_forward_time: 5.0833644867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4461789131
validation[          , genome  4787] predictions:    9610/  10000 (96.10%), best:    9643/10000 (96.43%), error:      1243.62598, best error:      1191.82971 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 68.7425765991s, input_fired_time: 0.7855043411, output_fired_time: 0.6899067163, propagate_forward_time: 25.4491386414, propagate_backward_time: 39.2146949768, weight_update_time: 0.1151894778, other_time: 2.6033325195
epoch time: 5.6527438164s, input_fired_time: 0.0998390764, output_fired_time: 0.0000000000, propagate_forward_time: 5.0902428627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4626617432
validation[          , genome  4787] predictions:    9655/  10000 (96.55%), best:    9655/10000 (96.55%), error:      1156.88672, best error:      1156.88672 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 68.9124450684s, input_fired_time: 0.7850971222, output_fired_time: 0.6811830401, propagate_forward_time: 25.5229396820, propagate_backward_time: 39.2556610107, weight_update_time: 0.1153630018, other_time: 2.6675643921
epoch time: 5.6649513245s, input_fired_time: 0.0999895930, output_fired_time: 0.0000000000, propagate_forward_time: 5.1047749519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601869583
validation[          , genome  4787] predictions:    9602/  10000 (96.02%), best:    9655/10000 (96.55%), error:      1283.02185, best error:      1156.88672 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 69.1807098389s, input_fired_time: 0.7998606563, output_fired_time: 0.6944392920, propagate_forward_time: 25.6119213104, propagate_backward_time: 39.4126701355, weight_update_time: 0.1163651794, other_time: 2.6618156433
epoch time: 5.8594288826s, input_fired_time: 0.0988190845, output_fired_time: 0.0000000000, propagate_forward_time: 5.2985405922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620690346
validation[          , genome  4787] predictions:    9636/  10000 (96.36%), best:    9655/10000 (96.55%), error:      1196.17834, best error:      1156.88672 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 69.7810974121s, input_fired_time: 0.7964307070, output_fired_time: 0.6878151298, propagate_forward_time: 25.7986984253, propagate_backward_time: 39.7863388062, weight_update_time: 0.1239900365, other_time: 2.7118148804
epoch time: 5.6255469322s, input_fired_time: 0.0992448926, output_fired_time: 0.0000000000, propagate_forward_time: 5.0747036934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4515981674
validation[          , genome  4787] predictions:    9580/  10000 (95.80%), best:    9655/10000 (96.55%), error:      1357.72510, best error:      1156.88672 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 68.6802368164s, input_fired_time: 0.7732712626, output_fired_time: 0.6972526312, propagate_forward_time: 25.5058612823, propagate_backward_time: 39.1679077148, weight_update_time: 0.1138658226, other_time: 2.5359497070
epoch time: 5.3547763824s, input_fired_time: 0.0943956748, output_fired_time: 0.0000000000, propagate_forward_time: 4.8220396042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383411407
validation[          , genome  4787] predictions:    9606/  10000 (96.06%), best:    9655/10000 (96.55%), error:      1343.24512, best error:      1156.88672 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 69.1171493530s, input_fired_time: 0.7911689878, output_fired_time: 0.6902437210, propagate_forward_time: 25.6140251160, propagate_backward_time: 39.3505668640, weight_update_time: 0.1160563827, other_time: 2.6711425781
epoch time: 5.6308579445s, input_fired_time: 0.1007509753, output_fired_time: 0.0000000000, propagate_forward_time: 5.0743608475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4557461739
validation[          , genome  4787] predictions:    9634/  10000 (96.34%), best:    9655/10000 (96.55%), error:      1175.83936, best error:      1156.88672 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 70.1973495483s, input_fired_time: 0.8072857857, output_fired_time: 0.7040489316, propagate_forward_time: 25.9522285461, propagate_backward_time: 39.9851913452, weight_update_time: 0.1216488928, other_time: 2.7485923767
epoch time: 5.4590320587s, input_fired_time: 0.0964209884, output_fired_time: 0.0000000000, propagate_forward_time: 4.9257140160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368972778
validation[          , genome  4787] predictions:    9622/  10000 (96.22%), best:    9655/10000 (96.55%), error:      1226.54688, best error:      1156.88672 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 69.0727767944s, input_fired_time: 0.7981170416, output_fired_time: 0.7026762366, propagate_forward_time: 25.5714664459, propagate_backward_time: 39.3880119324, weight_update_time: 0.1163057759, other_time: 2.6125068665
epoch time: 5.7289009094s, input_fired_time: 0.0997118503, output_fired_time: 0.0000000000, propagate_forward_time: 5.1677904129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613986015
validation[          , genome  4787] predictions:    9635/  10000 (96.35%), best:    9655/10000 (96.55%), error:      1211.61804, best error:      1156.88672 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 68.3944625854s, input_fired_time: 0.7693512440, output_fired_time: 0.6897015572, propagate_forward_time: 25.3608760834, propagate_backward_time: 39.0496368408, weight_update_time: 0.1139878929, other_time: 2.5248947144
epoch time: 5.5762257576s, input_fired_time: 0.0973358899, output_fired_time: 0.0000000000, propagate_forward_time: 5.0290513039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4498386383
validation[          , genome  4787] predictions:    9653/  10000 (96.53%), best:    9655/10000 (96.55%), error:      1166.65479, best error:      1156.88672 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.9231185913s, input_fired_time: 0.7767585516, output_fired_time: 0.6850624084, propagate_forward_time: 25.5973186493, propagate_backward_time: 39.3288993835, weight_update_time: 0.1149016321, other_time: 2.5350837708
epoch time: 5.5797615051s, input_fired_time: 0.0990269855, output_fired_time: 0.0000000000, propagate_forward_time: 5.0260748863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4546594620
validation[          , genome  4787] predictions:    9628/  10000 (96.28%), best:    9655/10000 (96.55%), error:      1213.51709, best error:      1156.88672 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 69.3726577759s, input_fired_time: 0.7984995246, output_fired_time: 0.6896454096, propagate_forward_time: 25.6875896454, propagate_backward_time: 39.5134353638, weight_update_time: 0.1234255880, other_time: 2.6834869385
epoch time: 5.6788473129s, input_fired_time: 0.1013751775, output_fired_time: 0.0000000000, propagate_forward_time: 5.1159410477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4615311623
validation[          , genome  4787] predictions:    9611/  10000 (96.11%), best:    9655/10000 (96.55%), error:      1277.77673, best error:      1156.88672 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 68.4544143677s, input_fired_time: 0.7757220268, output_fired_time: 0.6796597838, propagate_forward_time: 25.3473682404, propagate_backward_time: 39.1042327881, weight_update_time: 0.1140039712, other_time: 2.5474395752
epoch time: 5.5761651993s, input_fired_time: 0.1006730869, output_fired_time: 0.0000000000, propagate_forward_time: 5.0165848732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589071274
validation[          , genome  4787] predictions:    9558/  10000 (95.58%), best:    9655/10000 (96.55%), error:      1393.45789, best error:      1156.88672 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 68.9122161865s, input_fired_time: 0.7805876732, output_fired_time: 0.6965103745, propagate_forward_time: 25.5324077606, propagate_backward_time: 39.3254814148, weight_update_time: 0.1151763648, other_time: 2.5772285461
epoch time: 5.6225476265s, input_fired_time: 0.1015190855, output_fired_time: 0.0000000000, propagate_forward_time: 5.0573835373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636449814
validation[          , genome  4787] predictions:    9623/  10000 (96.23%), best:    9655/10000 (96.55%), error:      1217.29126, best error:      1156.88672 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 68.5678787231s, input_fired_time: 0.7846412659, output_fired_time: 0.6864059567, propagate_forward_time: 25.3943653107, propagate_backward_time: 39.1181182861, weight_update_time: 0.1151162833, other_time: 2.5843429565
epoch time: 5.7587966919s, input_fired_time: 0.1089297906, output_fired_time: 0.0000000000, propagate_forward_time: 5.1608662605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890007973
validation[          , genome  4787] predictions:    9608/  10000 (96.08%), best:    9655/10000 (96.55%), error:      1348.40283, best error:      1156.88672 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 68.9268875122s, input_fired_time: 0.7852733731, output_fired_time: 0.6909830570, propagate_forward_time: 25.5449924469, propagate_backward_time: 39.3317031860, weight_update_time: 0.1195977777, other_time: 2.5739364624
epoch time: 5.5481376648s, input_fired_time: 0.0986057073, output_fired_time: 0.0000000000, propagate_forward_time: 4.9981398582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513921738
validation[          , genome  4787] predictions:    9649/  10000 (96.49%), best:    9655/10000 (96.55%), error:      1181.11853, best error:      1156.88672 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 68.8457489014s, input_fired_time: 0.7974361777, output_fired_time: 0.6961839199, propagate_forward_time: 25.5075035095, propagate_backward_time: 39.1791763306, weight_update_time: 0.1159842238, other_time: 2.6654472351
epoch time: 5.6803822517s, input_fired_time: 0.1007265896, output_fired_time: 0.0000000000, propagate_forward_time: 5.1110386848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4686169624
validation[          , genome  4787] predictions:    9587/  10000 (95.87%), best:    9655/10000 (96.55%), error:      1298.44666, best error:      1156.88672 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 69.3387451172s, input_fired_time: 0.8052330017, output_fired_time: 0.6981636286, propagate_forward_time: 25.5977630615, propagate_backward_time: 39.5367240906, weight_update_time: 0.1160451919, other_time: 2.7008552551
epoch time: 5.6469798088s, input_fired_time: 0.1007861122, output_fired_time: 0.0000000000, propagate_forward_time: 5.0883388519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578547478
validation[          , genome  4787] predictions:    9596/  10000 (95.96%), best:    9655/10000 (96.55%), error:      1304.31189, best error:      1156.88672 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.4927825928s, input_fired_time: 0.7797545791, output_fired_time: 0.6928231120, propagate_forward_time: 25.3880596161, propagate_backward_time: 39.1135177612, weight_update_time: 0.1138491109, other_time: 2.5186233521
epoch time: 5.7731337547s, input_fired_time: 0.1025125831, output_fired_time: 0.0000000000, propagate_forward_time: 5.2001705170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4704508781
validation[          , genome  4787] predictions:    9627/  10000 (96.27%), best:    9655/10000 (96.55%), error:      1240.83862, best error:      1156.88672 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 69.0597763062s, input_fired_time: 0.7873873115, output_fired_time: 0.6895421743, propagate_forward_time: 25.6290397644, propagate_backward_time: 39.3342514038, weight_update_time: 0.1151410192, other_time: 2.6195564270
epoch time: 5.6615080833s, input_fired_time: 0.1007562727, output_fired_time: 0.0000000000, propagate_forward_time: 5.1123847961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483671188
validation[          , genome  4787] predictions:    9615/  10000 (96.15%), best:    9655/10000 (96.55%), error:      1260.90149, best error:      1156.88672 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.8478698730s, input_fired_time: 0.7906469107, output_fired_time: 0.6820780039, propagate_forward_time: 25.0896911621, propagate_backward_time: 38.6638755798, weight_update_time: 0.1139261723, other_time: 2.6215782166
epoch time: 5.6364402771s, input_fired_time: 0.1007477865, output_fired_time: 0.0000000000, propagate_forward_time: 5.0732164383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624762535
validation[          , genome  4787] predictions:    9620/  10000 (96.20%), best:    9655/10000 (96.55%), error:      1260.94238, best error:      1156.88672 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 68.4071350098s, input_fired_time: 0.7788329124, output_fired_time: 0.6844627857, propagate_forward_time: 25.3487091064, propagate_backward_time: 39.0348930359, weight_update_time: 0.1145775765, other_time: 2.5602378845
epoch time: 5.7301702499s, input_fired_time: 0.1046941057, output_fired_time: 0.0000000000, propagate_forward_time: 5.1453394890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4801368713
validation[          , genome  4787] predictions:    9578/  10000 (95.78%), best:    9655/10000 (96.55%), error:      1406.34216, best error:      1156.88672 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 69.1695251465s, input_fired_time: 0.8002842665, output_fired_time: 0.6840307117, propagate_forward_time: 25.6524906158, propagate_backward_time: 39.3968124390, weight_update_time: 0.1154029891, other_time: 2.6359100342
epoch time: 5.7049379349s, input_fired_time: 0.1071759909, output_fired_time: 0.0000000000, propagate_forward_time: 5.1216449738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4761171341
validation[          , genome  4787] predictions:    9619/  10000 (96.19%), best:    9655/10000 (96.55%), error:      1254.10852, best error:      1156.88672 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.9076690674s, input_fired_time: 0.7782481313, output_fired_time: 0.6976072788, propagate_forward_time: 25.5090675354, propagate_backward_time: 39.3375129700, weight_update_time: 0.1147093698, other_time: 2.5852279663
epoch time: 5.6727318764s, input_fired_time: 0.1055614948, output_fired_time: 0.0000000000, propagate_forward_time: 5.1106448174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565253258
validation[          , genome  4787] predictions:    9601/  10000 (96.01%), best:    9655/10000 (96.55%), error:      1320.87512, best error:      1156.88672 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 69.3632202148s, input_fired_time: 0.8083813190, output_fired_time: 0.6983812451, propagate_forward_time: 25.6338806152, propagate_backward_time: 39.5531959534, weight_update_time: 0.1158833131, other_time: 2.6693840027
epoch time: 5.6183743477s, input_fired_time: 0.1009891704, output_fired_time: 0.0000000000, propagate_forward_time: 5.0566606522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607243538
validation[          , genome  4787] predictions:    9559/  10000 (95.59%), best:    9655/10000 (96.55%), error:      1418.16809, best error:      1156.88672 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 69.3487548828s, input_fired_time: 0.7935293913, output_fired_time: 0.6960283518, propagate_forward_time: 25.7023525238, propagate_backward_time: 39.5149269104, weight_update_time: 0.1164830625, other_time: 2.6419181824
epoch time: 5.6169347763s, input_fired_time: 0.0996074006, output_fired_time: 0.0000000000, propagate_forward_time: 5.0538187027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635086060
validation[          , genome  4787] predictions:    9590/  10000 (95.90%), best:    9655/10000 (96.55%), error:      1345.27991, best error:      1156.88672 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.4075088501s, input_fired_time: 0.7745410800, output_fired_time: 0.6790409088, propagate_forward_time: 25.3280696869, propagate_backward_time: 39.1067123413, weight_update_time: 0.1147813424, other_time: 2.5191421509
epoch time: 5.5786714554s, input_fired_time: 0.0996616706, output_fired_time: 0.0000000000, propagate_forward_time: 5.0340981483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449114799
validation[          , genome  4787] predictions:    9624/  10000 (96.24%), best:    9655/10000 (96.55%), error:      1215.46399, best error:      1156.88672 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.8372650146s, input_fired_time: 0.7930963635, output_fired_time: 0.6844930053, propagate_forward_time: 25.5146636963, propagate_backward_time: 39.2867393494, weight_update_time: 0.1206788048, other_time: 2.5582695007
epoch time: 5.6370100975s, input_fired_time: 0.1010189876, output_fired_time: 0.0000000000, propagate_forward_time: 5.0882396698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477515221
validation[          , genome  4787] predictions:    9578/  10000 (95.78%), best:    9655/10000 (96.55%), error:      1381.80212, best error:      1156.88672 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 69.1330413818s, input_fired_time: 0.7946483493, output_fired_time: 0.6832675338, propagate_forward_time: 25.6415596008, propagate_backward_time: 39.3649482727, weight_update_time: 0.1157960743, other_time: 2.6486206055
epoch time: 5.6804513931s, input_fired_time: 0.1040055826, output_fired_time: 0.0000000000, propagate_forward_time: 5.1097879410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4666576385
validation[          , genome  4787] predictions:    9629/  10000 (96.29%), best:    9655/10000 (96.55%), error:      1254.72278, best error:      1156.88672 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 68.8350830078s, input_fired_time: 0.7902691960, output_fired_time: 0.6828435659, propagate_forward_time: 25.4684467316, propagate_backward_time: 39.2640495300, weight_update_time: 0.1153416038, other_time: 2.6294746399
epoch time: 5.6426210403s, input_fired_time: 0.1011416987, output_fired_time: 0.0000000000, propagate_forward_time: 5.0920934677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493856430
validation[          , genome  4787] predictions:    9649/  10000 (96.49%), best:    9655/10000 (96.55%), error:      1158.50513, best error:      1156.88672 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.8664398193s, input_fired_time: 0.7841731906, output_fired_time: 0.6961027980, propagate_forward_time: 25.4982051849, propagate_backward_time: 39.3206138611, weight_update_time: 0.1150644720, other_time: 2.5673408508
epoch time: 5.5933504105s, input_fired_time: 0.0999932960, output_fired_time: 0.0000000000, propagate_forward_time: 5.0389900208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4543671608
validation[          , genome  4787] predictions:    9612/  10000 (96.12%), best:    9655/10000 (96.55%), error:      1289.25903, best error:      1156.88672 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 68.7827682495s, input_fired_time: 0.7865902185, output_fired_time: 0.6775521040, propagate_forward_time: 25.4830913544, propagate_backward_time: 39.1940002441, weight_update_time: 0.1195843071, other_time: 2.6415328979
epoch time: 5.6387858391s, input_fired_time: 0.1002919003, output_fired_time: 0.0000000000, propagate_forward_time: 5.0820088387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564852715
validation[          , genome  4787] predictions:    9603/  10000 (96.03%), best:    9655/10000 (96.55%), error:      1272.89575, best error:      1156.88672 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 69.2645797729s, input_fired_time: 0.7908897400, output_fired_time: 0.6939194798, propagate_forward_time: 25.6706962585, propagate_backward_time: 39.4154777527, weight_update_time: 0.1158964261, other_time: 2.6936035156
epoch time: 5.5496258736s, input_fired_time: 0.0999588817, output_fired_time: 0.0000000000, propagate_forward_time: 5.0064048767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432621002
validation[          , genome  4787] predictions:    9609/  10000 (96.09%), best:    9655/10000 (96.55%), error:      1287.64709, best error:      1156.88672 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 69.4319305420s, input_fired_time: 0.7962883711, output_fired_time: 0.7222194076, propagate_forward_time: 25.7174777985, propagate_backward_time: 39.5368194580, weight_update_time: 0.1200941950, other_time: 2.6591262817
epoch time: 5.6332020760s, input_fired_time: 0.1006167904, output_fired_time: 0.0000000000, propagate_forward_time: 5.0784945488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540905952
validation[          , genome  4787] predictions:    9593/  10000 (95.93%), best:    9655/10000 (96.55%), error:      1359.47253, best error:      1156.88672 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 69.1876754761s, input_fired_time: 0.8028758764, output_fired_time: 0.6920170784, propagate_forward_time: 25.7007980347, propagate_backward_time: 39.4191741943, weight_update_time: 0.1151028797, other_time: 2.5728073120
epoch time: 5.6257858276s, input_fired_time: 0.1010922715, output_fired_time: 0.0000000000, propagate_forward_time: 5.0787048340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459886551
validation[          , genome  4787] predictions:    9625/  10000 (96.25%), best:    9655/10000 (96.55%), error:      1215.62378, best error:      1156.88672 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 68.8823852539s, input_fired_time: 0.7990244627, output_fired_time: 0.6897133589, propagate_forward_time: 25.4167366028, propagate_backward_time: 39.3530502319, weight_update_time: 0.1158116609, other_time: 2.6238594055
epoch time: 5.7853250504s, input_fired_time: 0.1070889086, output_fired_time: 0.0000000000, propagate_forward_time: 5.2074627876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707732201
validation[          , genome  4787] predictions:    9627/  10000 (96.27%), best:    9655/10000 (96.55%), error:      1223.73315, best error:      1156.88672 on epoch:    66, 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: 28.5646743774s, input_fired_time: 0.5032027364, output_fired_time: 0.0000000000, propagate_forward_time: 25.6019554138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4595165253
best training[          , genome  4787] predictions:   48938/  50000 (97.88%), best:    9655/10000 (96.55%), error:      3766.52637, best error:      1156.88672 on epoch:    66, 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: 5.6214632988s, input_fired_time: 0.0985097811, output_fired_time: 0.0000000000, propagate_forward_time: 5.0726842880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4502692223
   testing[          , genome  4787] predictions:    9697/  10000 (96.97%), best:    9655/10000 (96.55%), error:       997.86646, best error:      1156.88672 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:53:01 (6908): called boinc_finish(0)

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