Nameexact_genome_1512568488_45_3609_1
Workunit2589296
Created7 Dec 2017, 5:43:19 UTC
Sent7 Dec 2017, 5:45:53 UTC
Report deadline11 Dec 2017, 14:52:12 UTC
Received7 Dec 2017, 8:17:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 31 min 10 sec
CPU time2 hours 25 min 19 sec
Validate stateValid
Credit1,094.85
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.15 MB
Peak swap size152.55 MB
Peak disk usage1.78 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0835679024, output_fired_time: 0.0000000000, propagate_forward_time: 5.8933429718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489874840
validation[          , genome  3609] predictions:    9608/  10000 (96.08%), best:    9608/10000 (96.08%), error:      1290.74951, best error:      1290.74951 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 79.4890441895s, input_fired_time: 0.6524570584, output_fired_time: 0.6578298807, propagate_forward_time: 29.4154167175, propagate_backward_time: 46.2700996399, weight_update_time: 0.1583296359, other_time: 2.4932403564
epoch time: 6.3961129189s, input_fired_time: 0.0813134834, output_fired_time: 0.0000000000, propagate_forward_time: 5.8719291687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4428701401
validation[          , genome  3609] predictions:    9546/  10000 (95.46%), best:    9608/10000 (96.08%), error:      1452.37024, best error:      1290.74951 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 78.9052886963s, input_fired_time: 0.6502913833, output_fired_time: 0.6516937017, propagate_forward_time: 29.2571887970, propagate_backward_time: 45.8540878296, weight_update_time: 0.1590602398, other_time: 2.4920272827
epoch time: 6.4886469841s, input_fired_time: 0.0820573717, output_fired_time: 0.0000000000, propagate_forward_time: 5.9629139900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436755180
validation[          , genome  3609] predictions:    9562/  10000 (95.62%), best:    9608/10000 (96.08%), error:      1387.89624, best error:      1290.74951 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 78.7753295898s, input_fired_time: 0.6522091031, output_fired_time: 0.6519756317, propagate_forward_time: 29.2428455353, propagate_backward_time: 45.7497787476, weight_update_time: 0.1553224772, other_time: 2.4785232544
epoch time: 6.4978446960s, input_fired_time: 0.0826005787, output_fired_time: 0.0000000000, propagate_forward_time: 5.9688868523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463572502
validation[          , genome  3609] predictions:    9563/  10000 (95.63%), best:    9608/10000 (96.08%), error:      1420.50977, best error:      1290.74951 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 78.7947463989s, input_fired_time: 0.6531602740, output_fired_time: 0.6512245536, propagate_forward_time: 29.1720886230, propagate_backward_time: 45.8322067261, weight_update_time: 0.1574214846, other_time: 2.4860687256
epoch time: 6.3754749298s, input_fired_time: 0.0813339874, output_fired_time: 0.0000000000, propagate_forward_time: 5.8614253998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327154160
validation[          , genome  3609] predictions:    9615/  10000 (96.15%), best:    9608/10000 (96.08%), error:      1325.93286, best error:      1290.74951 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 79.5571975708s, input_fired_time: 0.6592142582, output_fired_time: 0.6586295366, propagate_forward_time: 29.4994144440, propagate_backward_time: 46.2504272461, weight_update_time: 0.1556363851, other_time: 2.4895095825
epoch time: 6.3131732941s, input_fired_time: 0.0824277326, output_fired_time: 0.0000000000, propagate_forward_time: 5.7827730179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479727745
validation[          , genome  3609] predictions:    9599/  10000 (95.99%), best:    9608/10000 (96.08%), error:      1320.48096, best error:      1290.74951 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 80.3215255737s, input_fired_time: 0.6665600538, output_fired_time: 0.6717978120, propagate_forward_time: 29.8056430817, propagate_backward_time: 46.6663322449, weight_update_time: 0.1603263021, other_time: 2.5111961365
epoch time: 6.2120146751s, input_fired_time: 0.0803194121, output_fired_time: 0.0000000000, propagate_forward_time: 5.6992306709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324645996
validation[          , genome  3609] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1238.20020, best error:      1238.20020 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 80.2529907227s, input_fired_time: 0.6615138650, output_fired_time: 0.6643296480, propagate_forward_time: 29.7386531830, propagate_backward_time: 46.6962547302, weight_update_time: 0.1582264751, other_time: 2.4922370911
epoch time: 6.6691451073s, input_fired_time: 0.0831725448, output_fired_time: 0.0000000000, propagate_forward_time: 6.1359887123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499840736
validation[          , genome  3609] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1218.13123, best error:      1218.13123 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 80.2327423096s, input_fired_time: 0.6648489833, output_fired_time: 0.6628311276, propagate_forward_time: 29.7346916199, propagate_backward_time: 46.6619300842, weight_update_time: 0.1606944203, other_time: 2.5084381104
epoch time: 6.4994735718s, input_fired_time: 0.0829219669, output_fired_time: 0.0000000000, propagate_forward_time: 5.9718852043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446663857
validation[          , genome  3609] predictions:    9525/  10000 (95.25%), best:    9628/10000 (96.28%), error:      1524.58728, best error:      1218.13123 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 78.7258911133s, input_fired_time: 0.6544482708, output_fired_time: 0.6524628997, propagate_forward_time: 29.2298870087, propagate_backward_time: 45.6984901428, weight_update_time: 0.1565137804, other_time: 2.4905967712
epoch time: 6.5516242981s, input_fired_time: 0.0812907740, output_fired_time: 0.0000000000, propagate_forward_time: 6.0225276947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478058815
validation[          , genome  3609] predictions:    9192/  10000 (91.92%), best:    9628/10000 (96.28%), error:      2451.85913, best error:      1218.13123 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 79.7171249390s, input_fired_time: 0.6576015949, output_fired_time: 0.6607708335, propagate_forward_time: 29.6055297852, propagate_backward_time: 46.3026771545, weight_update_time: 0.1589011997, other_time: 2.4905433655
epoch time: 6.5757279396s, input_fired_time: 0.0844453573, output_fired_time: 0.0000000000, propagate_forward_time: 6.0463814735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449009895
validation[          , genome  3609] predictions:    9631/  10000 (96.31%), best:    9631/10000 (96.31%), error:      1192.75989, best error:      1192.75989 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 79.2868499756s, input_fired_time: 0.6530703306, output_fired_time: 0.6567476392, propagate_forward_time: 29.4286899567, propagate_backward_time: 46.0484275818, weight_update_time: 0.1592885703, other_time: 2.4999198914
epoch time: 6.4415116310s, input_fired_time: 0.0832055211, output_fired_time: 0.0000000000, propagate_forward_time: 5.9146776199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4436283112
validation[          , genome  3609] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1176.73462, best error:      1176.73462 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 79.9326629639s, input_fired_time: 0.6626672149, output_fired_time: 0.6654239893, propagate_forward_time: 29.6707210541, propagate_backward_time: 46.4441795349, weight_update_time: 0.1569816768, other_time: 2.4896736145
epoch time: 6.3691635132s, input_fired_time: 0.0821918324, output_fired_time: 0.0000000000, propagate_forward_time: 5.8437542915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4432172775
validation[          , genome  3609] predictions:    9577/  10000 (95.77%), best:    9639/10000 (96.39%), error:      1383.19470, best error:      1176.73462 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 80.5676879883s, input_fired_time: 0.6688919067, output_fired_time: 0.6624694467, propagate_forward_time: 30.0259609222, propagate_backward_time: 46.7083778381, weight_update_time: 0.1585495770, other_time: 2.5019874573
epoch time: 6.5309095383s, input_fired_time: 0.0847280473, output_fired_time: 0.0000000000, propagate_forward_time: 5.9988322258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473490715
validation[          , genome  3609] predictions:    9594/  10000 (95.94%), best:    9639/10000 (96.39%), error:      1264.69202, best error:      1176.73462 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 79.8232498169s, input_fired_time: 0.6615566611, output_fired_time: 0.6641713977, propagate_forward_time: 29.6709613800, propagate_backward_time: 46.3403930664, weight_update_time: 0.1580479592, other_time: 2.4861679077
epoch time: 6.5370187759s, input_fired_time: 0.0844983459, output_fired_time: 0.0000000000, propagate_forward_time: 6.0070095062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455108643
validation[          , genome  3609] predictions:    9633/  10000 (96.33%), best:    9639/10000 (96.39%), error:      1203.83240, best error:      1176.73462 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 79.3939285278s, input_fired_time: 0.6637970805, output_fired_time: 0.6576791406, propagate_forward_time: 29.5126380920, propagate_backward_time: 46.0707168579, weight_update_time: 0.1579174548, other_time: 2.4891014099
epoch time: 6.5554666519s, input_fired_time: 0.0847338215, output_fired_time: 0.0000000000, propagate_forward_time: 6.0228204727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479122162
validation[          , genome  3609] predictions:    9597/  10000 (95.97%), best:    9639/10000 (96.39%), error:      1286.71338, best error:      1176.73462 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 80.4190063477s, input_fired_time: 0.6650404930, output_fired_time: 0.6617299318, propagate_forward_time: 29.8853073120, propagate_backward_time: 46.6917457581, weight_update_time: 0.1602092236, other_time: 2.5151863098
epoch time: 6.4840269089s, input_fired_time: 0.0826374516, output_fired_time: 0.0000000000, propagate_forward_time: 5.9572844505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441051483
validation[          , genome  3609] predictions:    9625/  10000 (96.25%), best:    9639/10000 (96.39%), error:      1228.51770, best error:      1176.73462 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 78.6084671021s, input_fired_time: 0.6582843065, output_fired_time: 0.6596536040, propagate_forward_time: 29.1599330902, propagate_backward_time: 45.6355361938, weight_update_time: 0.1572051644, other_time: 2.4950561523
epoch time: 6.1579470634s, input_fired_time: 0.0790123269, output_fired_time: 0.0000000000, propagate_forward_time: 5.6537299156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4252047539
validation[          , genome  3609] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1136.43787, best error:      1136.43787 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 79.1320419312s, input_fired_time: 0.6620845795, output_fired_time: 0.6573896408, propagate_forward_time: 29.3750267029, propagate_backward_time: 45.9342575073, weight_update_time: 0.1588825881, other_time: 2.5032844543
epoch time: 6.4514122009s, input_fired_time: 0.0832571611, output_fired_time: 0.0000000000, propagate_forward_time: 5.9259152412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422397614
validation[          , genome  3609] predictions:    9287/  10000 (92.87%), best:    9666/10000 (96.66%), error:      2289.71777, best error:      1136.43787 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 79.3920364380s, input_fired_time: 0.6606568098, output_fired_time: 0.6521258354, propagate_forward_time: 29.4225902557, propagate_backward_time: 46.1533279419, weight_update_time: 0.1585759521, other_time: 2.5033340454
epoch time: 6.4846625328s, input_fired_time: 0.0835234150, output_fired_time: 0.0000000000, propagate_forward_time: 5.9482088089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529304504
validation[          , genome  3609] predictions:    9624/  10000 (96.24%), best:    9666/10000 (96.66%), error:      1233.74304, best error:      1136.43787 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 79.7392959595s, input_fired_time: 0.6644746661, output_fired_time: 0.6596993208, propagate_forward_time: 29.6012191772, propagate_backward_time: 46.3249893188, weight_update_time: 0.1585700810, other_time: 2.4889144897
epoch time: 6.4063787460s, input_fired_time: 0.0827906430, output_fired_time: 0.0000000000, propagate_forward_time: 5.8778085709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457793236
validation[          , genome  3609] predictions:    9645/  10000 (96.45%), best:    9666/10000 (96.66%), error:      1173.49670, best error:      1136.43787 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 79.6528015137s, input_fired_time: 0.6649162173, output_fired_time: 0.6603285074, propagate_forward_time: 29.5735836029, propagate_backward_time: 46.2561645508, weight_update_time: 0.1605724394, other_time: 2.4978027344
epoch time: 6.5575489998s, input_fired_time: 0.0837584212, output_fired_time: 0.0000000000, propagate_forward_time: 6.0182795525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4555110931
validation[          , genome  3609] predictions:    9621/  10000 (96.21%), best:    9666/10000 (96.66%), error:      1212.19031, best error:      1136.43787 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 80.1083450317s, input_fired_time: 0.6655958891, output_fired_time: 0.6612329483, propagate_forward_time: 29.7665157318, propagate_backward_time: 46.4996109009, weight_update_time: 0.1580304652, other_time: 2.5153884888
epoch time: 6.3351016045s, input_fired_time: 0.0822937563, output_fired_time: 0.0000000000, propagate_forward_time: 5.8086171150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4441905022
validation[          , genome  3609] predictions:    9643/  10000 (96.43%), best:    9666/10000 (96.66%), error:      1175.69458, best error:      1136.43787 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 79.1918182373s, input_fired_time: 0.6636984348, output_fired_time: 0.6552059054, propagate_forward_time: 29.3696823120, propagate_backward_time: 46.0087966919, weight_update_time: 0.1575577259, other_time: 2.4944381714
epoch time: 6.4642772675s, input_fired_time: 0.0826855227, output_fired_time: 0.0000000000, propagate_forward_time: 5.9343729019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4472188950
validation[          , genome  3609] predictions:    9616/  10000 (96.16%), best:    9666/10000 (96.66%), error:      1298.61938, best error:      1136.43787 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 79.9189147949s, input_fired_time: 0.6659879684, output_fired_time: 0.6637687683, propagate_forward_time: 29.7979774475, propagate_backward_time: 46.2858161926, weight_update_time: 0.1587343365, other_time: 2.5053634644
epoch time: 6.5342373848s, input_fired_time: 0.0822136700, output_fired_time: 0.0000000000, propagate_forward_time: 6.0079636574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440598488
validation[          , genome  3609] predictions:    9611/  10000 (96.11%), best:    9666/10000 (96.66%), error:      1269.81860, best error:      1136.43787 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 78.6149063110s, input_fired_time: 0.6602209210, output_fired_time: 0.6503043175, propagate_forward_time: 29.1817531586, propagate_backward_time: 45.6326065063, weight_update_time: 0.1577215195, other_time: 2.4900207520
epoch time: 6.4259462357s, input_fired_time: 0.0847774595, output_fired_time: 0.0000000000, propagate_forward_time: 5.8935861588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475827217
validation[          , genome  3609] predictions:    9622/  10000 (96.22%), best:    9666/10000 (96.66%), error:      1181.95557, best error:      1136.43787 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 79.0257034302s, input_fired_time: 0.6595383883, output_fired_time: 0.6518579125, propagate_forward_time: 29.3611068726, propagate_backward_time: 45.8608856201, weight_update_time: 0.1581698954, other_time: 2.4923171997
epoch time: 5.8914632797s, input_fired_time: 0.0775543600, output_fired_time: 0.0000000000, propagate_forward_time: 5.3945384026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193706512
validation[          , genome  3609] predictions:    9548/  10000 (95.48%), best:    9666/10000 (96.66%), error:      1462.04504, best error:      1136.43787 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 76.4450225830s, input_fired_time: 0.6427285075, output_fired_time: 0.6324688196, propagate_forward_time: 28.3162899017, propagate_backward_time: 44.4025611877, weight_update_time: 0.1532933414, other_time: 2.4509696960
epoch time: 6.3882756233s, input_fired_time: 0.0813139379, output_fired_time: 0.0000000000, propagate_forward_time: 5.8613209724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456405640
validation[          , genome  3609] predictions:    9627/  10000 (96.27%), best:    9666/10000 (96.66%), error:      1254.36206, best error:      1136.43787 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 80.1625823975s, input_fired_time: 0.6672085524, output_fired_time: 0.6593942642, propagate_forward_time: 29.6931896210, propagate_backward_time: 46.6512756348, weight_update_time: 0.1589000970, other_time: 2.4915161133
epoch time: 6.5582771301s, input_fired_time: 0.0831957459, output_fired_time: 0.0000000000, propagate_forward_time: 6.0296874046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453940392
validation[          , genome  3609] predictions:    9632/  10000 (96.32%), best:    9666/10000 (96.66%), error:      1181.41113, best error:      1136.43787 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 79.9396667480s, input_fired_time: 0.6638879776, output_fired_time: 0.6613289714, propagate_forward_time: 29.7011928558, propagate_backward_time: 46.4115333557, weight_update_time: 0.1584859341, other_time: 2.5017204285
epoch time: 6.3730664253s, input_fired_time: 0.0826521590, output_fired_time: 0.0000000000, propagate_forward_time: 5.8501663208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402480125
validation[          , genome  3609] predictions:    9599/  10000 (95.99%), best:    9666/10000 (96.66%), error:      1309.40088, best error:      1136.43787 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 78.8282241821s, input_fired_time: 0.6597976685, output_fired_time: 0.6505441070, propagate_forward_time: 29.3367443085, propagate_backward_time: 45.6900177002, weight_update_time: 0.1576083601, other_time: 2.4911193848
epoch time: 6.3477492332s, input_fired_time: 0.0830038637, output_fired_time: 0.0000000000, propagate_forward_time: 5.8240876198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406576157
validation[          , genome  3609] predictions:    9618/  10000 (96.18%), best:    9666/10000 (96.66%), error:      1207.40918, best error:      1136.43787 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 79.5387268066s, input_fired_time: 0.6658292413, output_fired_time: 0.6540538669, propagate_forward_time: 29.5640106201, propagate_backward_time: 46.1593818665, weight_update_time: 0.1592591703, other_time: 2.4954490662
epoch time: 6.1558761597s, input_fired_time: 0.0807689503, output_fired_time: 0.0000000000, propagate_forward_time: 5.6442656517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4308414459
validation[          , genome  3609] predictions:    9531/  10000 (95.31%), best:    9666/10000 (96.66%), error:      1525.76123, best error:      1136.43787 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 79.9132156372s, input_fired_time: 0.6642026901, output_fired_time: 0.6583681107, propagate_forward_time: 29.6922111511, propagate_backward_time: 46.4110908508, weight_update_time: 0.1571694911, other_time: 2.4873428345
epoch time: 6.5331764221s, input_fired_time: 0.0834641680, output_fired_time: 0.0000000000, propagate_forward_time: 6.0030536652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466586113
validation[          , genome  3609] predictions:    9657/  10000 (96.57%), best:    9666/10000 (96.66%), error:      1186.46729, best error:      1136.43787 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 79.3147735596s, input_fired_time: 0.6645445824, output_fired_time: 0.6545919776, propagate_forward_time: 29.4640522003, propagate_backward_time: 46.0329170227, weight_update_time: 0.1573783159, other_time: 2.4986686707
epoch time: 6.4978027344s, input_fired_time: 0.0848339722, output_fired_time: 0.0000000000, propagate_forward_time: 5.9662561417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4467124939
validation[          , genome  3609] predictions:    9656/  10000 (96.56%), best:    9666/10000 (96.66%), error:      1139.76172, best error:      1136.43787 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 79.3668594360s, input_fired_time: 0.6631540656, output_fired_time: 0.6570285559, propagate_forward_time: 29.4620933533, propagate_backward_time: 46.0924758911, weight_update_time: 0.1568841487, other_time: 2.4921073914
epoch time: 6.5938043594s, input_fired_time: 0.0847965628, output_fired_time: 0.0000000000, propagate_forward_time: 6.0673727989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416351318
validation[          , genome  3609] predictions:    9593/  10000 (95.93%), best:    9666/10000 (96.66%), error:      1334.07690, best error:      1136.43787 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 79.4625396729s, input_fired_time: 0.6649420261, output_fired_time: 0.6545182467, propagate_forward_time: 29.4963512421, propagate_backward_time: 46.1567459106, weight_update_time: 0.1566241980, other_time: 2.4899826050
epoch time: 6.3624653816s, input_fired_time: 0.0826859474, output_fired_time: 0.0000000000, propagate_forward_time: 5.8414416313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383378029
validation[          , genome  3609] predictions:    9539/  10000 (95.39%), best:    9666/10000 (96.66%), error:      1480.99316, best error:      1136.43787 on epoch:    31, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 80.2800445557s, input_fired_time: 0.6699082851, output_fired_time: 0.6611744165, propagate_forward_time: 29.8177280426, propagate_backward_time: 46.6288719177, weight_update_time: 0.1595473289, other_time: 2.5023689270
epoch time: 6.2741360664s, input_fired_time: 0.0817261487, output_fired_time: 0.0000000000, propagate_forward_time: 5.7609558105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314541817
validation[          , genome  3609] predictions:    9673/  10000 (96.73%), best:    9673/10000 (96.73%), error:      1072.97339, best error:      1072.97339 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 80.1250152588s, input_fired_time: 0.6677988172, output_fired_time: 0.6619931459, propagate_forward_time: 29.6906280518, propagate_backward_time: 46.6128959656, weight_update_time: 0.1600289345, other_time: 2.4916954041
epoch time: 6.5825228691s, input_fired_time: 0.0839454085, output_fired_time: 0.0000000000, propagate_forward_time: 6.0453963280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4531812668
validation[          , genome  3609] predictions:    9644/  10000 (96.44%), best:    9673/10000 (96.73%), error:      1173.82813, best error:      1072.97339 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 79.4439620972s, input_fired_time: 0.6648583412, output_fired_time: 0.6522151232, propagate_forward_time: 29.5363368988, propagate_backward_time: 46.1097183228, weight_update_time: 0.1584655493, other_time: 2.4808349609
epoch time: 6.7074351311s, input_fired_time: 0.0844106525, output_fired_time: 0.0000000000, propagate_forward_time: 6.1719331741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4510912895
validation[          , genome  3609] predictions:    9614/  10000 (96.14%), best:    9673/10000 (96.73%), error:      1310.85559, best error:      1072.97339 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 77.9826354980s, input_fired_time: 0.6546338201, output_fired_time: 0.6413525343, propagate_forward_time: 28.9582386017, propagate_backward_time: 45.2660140991, weight_update_time: 0.1559167802, other_time: 2.4624023438
epoch time: 6.5341181755s, input_fired_time: 0.0829936117, output_fired_time: 0.0000000000, propagate_forward_time: 6.0032410622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478836060
validation[          , genome  3609] predictions:    9662/  10000 (96.62%), best:    9673/10000 (96.73%), error:      1154.57178, best error:      1072.97339 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 79.6241455078s, input_fired_time: 0.6646213531, output_fired_time: 0.6548490524, propagate_forward_time: 29.6793384552, propagate_backward_time: 46.1291122437, weight_update_time: 0.1573285013, other_time: 2.4962310791
epoch time: 6.4660477638s, input_fired_time: 0.0838007331, output_fired_time: 0.0000000000, propagate_forward_time: 5.9383821487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438648224
validation[          , genome  3609] predictions:    9648/  10000 (96.48%), best:    9673/10000 (96.73%), error:      1179.86218, best error:      1072.97339 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 79.4875946045s, input_fired_time: 0.6679396629, output_fired_time: 0.6615616679, propagate_forward_time: 29.5577507019, propagate_backward_time: 46.1044807434, weight_update_time: 0.1587085426, other_time: 2.4958648682
epoch time: 6.5445785522s, input_fired_time: 0.0847912729, output_fired_time: 0.0000000000, propagate_forward_time: 6.0098676682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4499197006
validation[          , genome  3609] predictions:    9666/  10000 (96.66%), best:    9673/10000 (96.73%), error:      1106.04468, best error:      1072.97339 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 80.1780471802s, input_fired_time: 0.6724818349, output_fired_time: 0.6663838029, propagate_forward_time: 29.8091049194, propagate_backward_time: 46.5250320435, weight_update_time: 0.1597293168, other_time: 2.5050430298
epoch time: 5.8638758659s, input_fired_time: 0.0779639557, output_fired_time: 0.0000000000, propagate_forward_time: 5.3698482513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4160637856
validation[          , genome  3609] predictions:    9649/  10000 (96.49%), best:    9673/10000 (96.73%), error:      1128.67346, best error:      1072.97339 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 79.9293670654s, input_fired_time: 0.6652774811, output_fired_time: 0.6624335051, propagate_forward_time: 29.5759525299, propagate_backward_time: 46.5315322876, weight_update_time: 0.1585580856, other_time: 2.4941787720
epoch time: 6.5080690384s, input_fired_time: 0.0835313722, output_fired_time: 0.0000000000, propagate_forward_time: 5.9776601791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4468774796
validation[          , genome  3609] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1064.39563, best error:      1064.39563 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 80.3497467041s, input_fired_time: 0.6713385582, output_fired_time: 0.6638228297, propagate_forward_time: 29.8879585266, propagate_backward_time: 46.6265296936, weight_update_time: 0.1584351957, other_time: 2.5000915527
epoch time: 6.2031140327s, input_fired_time: 0.0833813399, output_fired_time: 0.0000000000, propagate_forward_time: 5.6779956818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4417371750
validation[          , genome  3609] predictions:    9660/  10000 (96.60%), best:    9672/10000 (96.72%), error:      1161.16260, best error:      1064.39563 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 80.0026245117s, input_fired_time: 0.6729378700, output_fired_time: 0.6629555225, propagate_forward_time: 29.8790950775, propagate_backward_time: 46.3006172180, weight_update_time: 0.1568885744, other_time: 2.4870185852
epoch time: 6.3166418076s, input_fired_time: 0.0851669908, output_fired_time: 0.0000000000, propagate_forward_time: 5.7897982597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416766167
validation[          , genome  3609] predictions:    9681/  10000 (96.81%), best:    9672/10000 (96.72%), error:      1070.84656, best error:      1064.39563 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 79.3491516113s, input_fired_time: 0.6689489484, output_fired_time: 0.6578541994, propagate_forward_time: 29.5823574066, propagate_backward_time: 45.9496345520, weight_update_time: 0.1586483568, other_time: 2.4903602600
epoch time: 6.5078682899s, input_fired_time: 0.0844288319, output_fired_time: 0.0000000000, propagate_forward_time: 5.9768276215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466118813
validation[          , genome  3609] predictions:    9629/  10000 (96.29%), best:    9672/10000 (96.72%), error:      1193.03857, best error:      1064.39563 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 79.1539077759s, input_fired_time: 0.6618179679, output_fired_time: 0.6562255025, propagate_forward_time: 29.3575706482, propagate_backward_time: 45.9941406250, weight_update_time: 0.1560128629, other_time: 2.4841499329
epoch time: 6.2885985374s, input_fired_time: 0.0844600201, output_fired_time: 0.0000000000, propagate_forward_time: 5.7668237686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373149872
validation[          , genome  3609] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1085.75830, best error:      1064.39563 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 79.8216934204s, input_fired_time: 0.6667147875, output_fired_time: 0.6607943177, propagate_forward_time: 29.6538734436, propagate_backward_time: 46.3410034180, weight_update_time: 0.1594119370, other_time: 2.4993019104
epoch time: 6.4472479820s, input_fired_time: 0.0859220400, output_fired_time: 0.0000000000, propagate_forward_time: 5.9133501053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479756355
validation[          , genome  3609] predictions:    9638/  10000 (96.38%), best:    9672/10000 (96.72%), error:      1162.66614, best error:      1064.39563 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 77.4036788940s, input_fired_time: 0.6525180340, output_fired_time: 0.6367923021, propagate_forward_time: 28.6899929047, propagate_backward_time: 44.9740982056, weight_update_time: 0.1541917026, other_time: 2.4502716064
epoch time: 5.8042669296s, input_fired_time: 0.0779777244, output_fired_time: 0.0000000000, propagate_forward_time: 5.3159217834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103674889
validation[          , genome  3609] predictions:    9679/  10000 (96.79%), best:    9672/10000 (96.72%), error:      1102.44482, best error:      1064.39563 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 78.9837646484s, input_fired_time: 0.6629617214, output_fired_time: 0.6507192254, propagate_forward_time: 29.2566070557, propagate_backward_time: 45.9499969482, weight_update_time: 0.1565341949, other_time: 2.4634780884
epoch time: 6.4626283646s, input_fired_time: 0.0838799253, output_fired_time: 0.0000000000, propagate_forward_time: 5.9321208000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4466276169
validation[          , genome  3609] predictions:    9668/  10000 (96.68%), best:    9672/10000 (96.72%), error:      1136.42029, best error:      1064.39563 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 79.0416412354s, input_fired_time: 0.6650363207, output_fired_time: 0.6569141746, propagate_forward_time: 29.2479076385, propagate_backward_time: 45.9801216125, weight_update_time: 0.1579089314, other_time: 2.4916572571
epoch time: 6.3489050865s, input_fired_time: 0.0845735893, output_fired_time: 0.0000000000, propagate_forward_time: 5.8220157623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423155785
validation[          , genome  3609] predictions:    9565/  10000 (95.65%), best:    9672/10000 (96.72%), error:      1416.84106, best error:      1064.39563 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 80.1499938965s, input_fired_time: 0.6749237180, output_fired_time: 0.6631007195, propagate_forward_time: 29.8165512085, propagate_backward_time: 46.4909095764, weight_update_time: 0.1583479345, other_time: 2.5045051575
epoch time: 6.3990855217s, input_fired_time: 0.0845926702, output_fired_time: 0.0000000000, propagate_forward_time: 5.8778452873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366474152
validation[          , genome  3609] predictions:    9662/  10000 (96.62%), best:    9672/10000 (96.72%), error:      1117.79529, best error:      1064.39563 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 79.7974090576s, input_fired_time: 0.6697803140, output_fired_time: 0.6609582305, propagate_forward_time: 29.6541156769, propagate_backward_time: 46.3371391296, weight_update_time: 0.1563272029, other_time: 2.4754219055
epoch time: 6.6475405693s, input_fired_time: 0.0855832174, output_fired_time: 0.0000000000, propagate_forward_time: 6.1068930626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4550642967
validation[          , genome  3609] predictions:    9685/  10000 (96.85%), best:    9672/10000 (96.72%), error:      1066.28479, best error:      1064.39563 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 80.6064834595s, input_fired_time: 0.6794683337, output_fired_time: 0.6659131646, propagate_forward_time: 29.9908027649, propagate_backward_time: 46.7847976685, weight_update_time: 0.1576111615, other_time: 2.4855003357
epoch time: 6.5438809395s, input_fired_time: 0.0851237848, output_fired_time: 0.0000000000, propagate_forward_time: 6.0130996704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456572533
validation[          , genome  3609] predictions:    9596/  10000 (95.96%), best:    9672/10000 (96.72%), error:      1387.81433, best error:      1064.39563 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 79.5791778564s, input_fired_time: 0.6684560180, output_fired_time: 0.6569356322, propagate_forward_time: 29.5079269409, propagate_backward_time: 46.2520751953, weight_update_time: 0.1607790738, other_time: 2.4937820435
epoch time: 6.6019792557s, input_fired_time: 0.0869623646, output_fired_time: 0.0000000000, propagate_forward_time: 6.0696816444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453353882
validation[          , genome  3609] predictions:    9678/  10000 (96.78%), best:    9672/10000 (96.72%), error:      1068.00513, best error:      1064.39563 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 79.8327026367s, input_fired_time: 0.6724194288, output_fired_time: 0.6562293768, propagate_forward_time: 29.6910305023, propagate_backward_time: 46.3317642212, weight_update_time: 0.1589168757, other_time: 2.4812622070
epoch time: 6.4133553505s, input_fired_time: 0.0843117908, output_fired_time: 0.0000000000, propagate_forward_time: 5.8788962364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501471519
validation[          , genome  3609] predictions:    9591/  10000 (95.91%), best:    9672/10000 (96.72%), error:      1348.07288, best error:      1064.39563 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 79.5853195190s, input_fired_time: 0.6745713949, output_fired_time: 0.6580730081, propagate_forward_time: 29.5227012634, propagate_backward_time: 46.2459983826, weight_update_time: 0.1550120711, other_time: 2.4839782715
epoch time: 6.4339604378s, input_fired_time: 0.0840927735, output_fired_time: 0.0000000000, propagate_forward_time: 5.9089279175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409399033
validation[          , genome  3609] predictions:    9618/  10000 (96.18%), best:    9672/10000 (96.72%), error:      1257.67590, best error:      1064.39563 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 77.8604965210s, input_fired_time: 0.6621459723, output_fired_time: 0.6471469402, propagate_forward_time: 29.0166625977, propagate_backward_time: 45.0771789551, weight_update_time: 0.1536922157, other_time: 2.4573593140
epoch time: 6.5257105827s, input_fired_time: 0.0855961516, output_fired_time: 0.0000000000, propagate_forward_time: 5.9925732613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4475412369
validation[          , genome  3609] predictions:    9596/  10000 (95.96%), best:    9672/10000 (96.72%), error:      1273.08093, best error:      1064.39563 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.9371719360s, input_fired_time: 0.6772615314, output_fired_time: 0.6706084609, propagate_forward_time: 30.0947589874, propagate_backward_time: 46.9679222107, weight_update_time: 0.1592992395, other_time: 2.5266227722
epoch time: 6.3672261238s, input_fired_time: 0.0832081661, output_fired_time: 0.0000000000, propagate_forward_time: 5.8467392921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372787476
validation[          , genome  3609] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1024.89539, best error:      1024.89539 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 79.5006942749s, input_fired_time: 0.6699980497, output_fired_time: 0.6628971100, propagate_forward_time: 29.3981227875, propagate_backward_time: 46.2636260986, weight_update_time: 0.1560534984, other_time: 2.5060501099
epoch time: 6.0498213768s, input_fired_time: 0.0846461356, output_fired_time: 0.0000000000, propagate_forward_time: 5.5276327133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375424385
validation[          , genome  3609] predictions:    9635/  10000 (96.35%), best:    9699/10000 (96.99%), error:      1173.14160, best error:      1024.89539 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 79.8042221069s, input_fired_time: 0.6790138483, output_fired_time: 0.6627003551, propagate_forward_time: 29.6897411346, propagate_backward_time: 46.2744102478, weight_update_time: 0.1569469422, other_time: 2.4983558655
epoch time: 6.5952820778s, input_fired_time: 0.0853210092, output_fired_time: 0.0000000000, propagate_forward_time: 6.0598673820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500937462
validation[          , genome  3609] predictions:    9657/  10000 (96.57%), best:    9699/10000 (96.99%), error:      1109.75513, best error:      1024.89539 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 79.1989517212s, input_fired_time: 0.6708136797, output_fired_time: 0.6542199850, propagate_forward_time: 29.3881626129, propagate_backward_time: 46.0022010803, weight_update_time: 0.1561910212, other_time: 2.4835548401
epoch time: 6.4484400749s, input_fired_time: 0.0853584185, output_fired_time: 0.0000000000, propagate_forward_time: 5.9208345413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422469139
validation[          , genome  3609] predictions:    9682/  10000 (96.82%), best:    9699/10000 (96.99%), error:      1098.58264, best error:      1024.89539 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 78.2754821777s, input_fired_time: 0.6642082930, output_fired_time: 0.6522806287, propagate_forward_time: 29.0571269989, propagate_backward_time: 45.4318275452, weight_update_time: 0.1568975300, other_time: 2.4700355530
epoch time: 6.2569060326s, input_fired_time: 0.0834824219, output_fired_time: 0.0000000000, propagate_forward_time: 5.7363910675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370326996
validation[          , genome  3609] predictions:    9664/  10000 (96.64%), best:    9699/10000 (96.99%), error:      1077.73633, best error:      1024.89539 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 79.5873870850s, input_fired_time: 0.6760220528, output_fired_time: 0.6545113325, propagate_forward_time: 29.6532726288, propagate_backward_time: 46.1257057190, weight_update_time: 0.1586234123, other_time: 2.4778709412
epoch time: 6.5341620445s, input_fired_time: 0.0859348848, output_fired_time: 0.0000000000, propagate_forward_time: 5.9990000725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492268562
validation[          , genome  3609] predictions:    9686/  10000 (96.86%), best:    9699/10000 (96.99%), error:      1123.06140, best error:      1024.89539 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 79.5211257935s, input_fired_time: 0.6751930118, output_fired_time: 0.6599550843, propagate_forward_time: 29.4406795502, propagate_backward_time: 46.2522315979, weight_update_time: 0.1590303630, other_time: 2.4930610657
epoch time: 6.5703420639s, input_fired_time: 0.0845005736, output_fired_time: 0.0000000000, propagate_forward_time: 6.0375299454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4483113289
validation[          , genome  3609] predictions:    9612/  10000 (96.12%), best:    9699/10000 (96.99%), error:      1353.85583, best error:      1024.89539 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 79.0811920166s, input_fired_time: 0.6696704626, output_fired_time: 0.6530957818, propagate_forward_time: 29.3148384094, propagate_backward_time: 45.9519958496, weight_update_time: 0.1582678556, other_time: 2.4915885925
epoch time: 6.3905663490s, input_fired_time: 0.0852715746, output_fired_time: 0.0000000000, propagate_forward_time: 5.8533296585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519653320
validation[          , genome  3609] predictions:    9675/  10000 (96.75%), best:    9699/10000 (96.99%), error:      1115.51123, best error:      1024.89539 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 80.0484695435s, input_fired_time: 0.6772066355, output_fired_time: 0.6590357423, propagate_forward_time: 29.7013130188, propagate_backward_time: 46.4976463318, weight_update_time: 0.1583101153, other_time: 2.5132675171
epoch time: 6.2860755920s, input_fired_time: 0.0831454173, output_fired_time: 0.0000000000, propagate_forward_time: 5.7662663460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366636276
validation[          , genome  3609] predictions:    9653/  10000 (96.53%), best:    9699/10000 (96.99%), error:      1130.76074, best error:      1024.89539 on epoch:    73, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 78.9272918701s, input_fired_time: 0.6662167907, output_fired_time: 0.6574320197, propagate_forward_time: 29.2992610931, propagate_backward_time: 45.8176231384, weight_update_time: 0.1566281617, other_time: 2.4867591858
epoch time: 6.2192573547s, input_fired_time: 0.0821655840, output_fired_time: 0.0000000000, propagate_forward_time: 5.7038426399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332489967
validation[          , genome  3609] predictions:    9637/  10000 (96.37%), best:    9699/10000 (96.99%), error:      1188.83997, best error:      1024.89539 on epoch:    73, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 79.5744552612s, input_fired_time: 0.6684203148, output_fired_time: 0.6574963927, propagate_forward_time: 29.4773998260, propagate_backward_time: 46.2818450928, weight_update_time: 0.1569046527, other_time: 2.4892959595
epoch time: 6.4031825066s, input_fired_time: 0.0852738693, output_fired_time: 0.0000000000, propagate_forward_time: 5.8739919662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439167976
validation[          , genome  3609] predictions:    9637/  10000 (96.37%), best:    9699/10000 (96.99%), error:      1166.10498, best error:      1024.89539 on epoch:    73, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 78.4624786377s, input_fired_time: 0.6731170416, output_fired_time: 0.6504666209, propagate_forward_time: 29.0822753906, propagate_backward_time: 45.5690155029, weight_update_time: 0.1570519656, other_time: 2.4876022339
epoch time: 6.1030664444s, input_fired_time: 0.0823614076, output_fired_time: 0.0000000000, propagate_forward_time: 5.5839085579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367966652
validation[          , genome  3609] predictions:    9663/  10000 (96.63%), best:    9699/10000 (96.99%), error:      1122.02698, best error:      1024.89539 on epoch:    73, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 79.8393783569s, input_fired_time: 0.6785018444, output_fired_time: 0.6585702896, propagate_forward_time: 29.7001457214, propagate_backward_time: 46.2904701233, weight_update_time: 0.1604073346, other_time: 2.5116882324
epoch time: 6.3100352287s, input_fired_time: 0.0848513395, output_fired_time: 0.0000000000, propagate_forward_time: 5.7791166306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460673332
validation[          , genome  3609] predictions:    9631/  10000 (96.31%), best:    9699/10000 (96.99%), error:      1187.76953, best error:      1024.89539 on epoch:    73, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 80.2363891602s, input_fired_time: 0.6738379598, output_fired_time: 0.6663326621, propagate_forward_time: 29.7725601196, propagate_backward_time: 46.6218452454, weight_update_time: 0.1579837948, other_time: 2.5018119812
epoch time: 6.5272655487s, input_fired_time: 0.0875424445, output_fired_time: 0.0000000000, propagate_forward_time: 5.9907202721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490027428
validation[          , genome  3609] predictions:    9676/  10000 (96.76%), best:    9699/10000 (96.99%), error:      1095.35840, best error:      1024.89539 on epoch:    73, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 79.9001007080s, input_fired_time: 0.6787412167, output_fired_time: 0.6617531776, propagate_forward_time: 29.6304817200, propagate_backward_time: 46.4201736450, weight_update_time: 0.1565681100, other_time: 2.5089530945
epoch time: 6.3416323662s, input_fired_time: 0.0860609040, output_fired_time: 0.0000000000, propagate_forward_time: 5.8027324677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528388977
validation[          , genome  3609] predictions:    9672/  10000 (96.72%), best:    9699/10000 (96.99%), error:      1091.96777, best error:      1024.89539 on epoch:    73, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 79.0660476685s, input_fired_time: 0.6736792922, output_fired_time: 0.6547889709, propagate_forward_time: 29.3029174805, propagate_backward_time: 45.9570846558, weight_update_time: 0.1588377059, other_time: 2.4775772095
epoch time: 6.0897297859s, input_fired_time: 0.0826143026, output_fired_time: 0.0000000000, propagate_forward_time: 5.5780229568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290924072
validation[          , genome  3609] predictions:    9672/  10000 (96.72%), best:    9699/10000 (96.99%), error:      1090.24329, best error:      1024.89539 on epoch:    73, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.8565139771s, input_fired_time: 0.6820420027, output_fired_time: 0.6700219512, propagate_forward_time: 29.9964370728, propagate_backward_time: 46.9981842041, weight_update_time: 0.1585990041, other_time: 2.5098266602
epoch time: 6.4321131706s, input_fired_time: 0.0862603486, output_fired_time: 0.0000000000, propagate_forward_time: 5.9018740654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439787865
validation[          , genome  3609] predictions:    9658/  10000 (96.58%), best:    9699/10000 (96.99%), error:      1137.27466, best error:      1024.89539 on epoch:    73, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 79.6483917236s, input_fired_time: 0.6801011562, output_fired_time: 0.6598779559, propagate_forward_time: 29.5850238800, propagate_backward_time: 46.2228965759, weight_update_time: 0.1594302058, other_time: 2.5004920959
epoch time: 6.0405540466s, input_fired_time: 0.0825047866, output_fired_time: 0.0000000000, propagate_forward_time: 5.5377526283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202966690
validation[          , genome  3609] predictions:    9660/  10000 (96.60%), best:    9699/10000 (96.99%), error:      1108.60168, best error:      1024.89539 on epoch:    73, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 80.3676071167s, input_fired_time: 0.6789875031, output_fired_time: 0.6613917351, propagate_forward_time: 29.8194999695, propagate_backward_time: 46.7081527710, weight_update_time: 0.1593290865, other_time: 2.4995765686
epoch time: 6.6380338669s, input_fired_time: 0.0876337290, output_fired_time: 0.0000000000, propagate_forward_time: 6.1013736725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490265846
validation[          , genome  3609] predictions:    9630/  10000 (96.30%), best:    9699/10000 (96.99%), error:      1173.97986, best error:      1024.89539 on epoch:    73, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 80.3072128296s, input_fired_time: 0.6814882159, output_fired_time: 0.6657357216, propagate_forward_time: 29.7898445129, propagate_backward_time: 46.6662673950, weight_update_time: 0.1596034616, other_time: 2.5038795471
epoch time: 6.5580730438s, input_fired_time: 0.0877744183, output_fired_time: 0.0000000000, propagate_forward_time: 6.0210957527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4492030144
validation[          , genome  3609] predictions:    9692/  10000 (96.92%), best:    9699/10000 (96.99%), error:      1064.50769, best error:      1024.89539 on epoch:    73, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 79.7393646240s, input_fired_time: 0.6807853580, output_fired_time: 0.6592509747, propagate_forward_time: 29.5704574585, propagate_backward_time: 46.3210144043, weight_update_time: 0.1589636356, other_time: 2.5078582764
epoch time: 6.4174180031s, input_fired_time: 0.0848210678, output_fired_time: 0.0000000000, propagate_forward_time: 5.8960175514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365792274
validation[          , genome  3609] predictions:    9659/  10000 (96.59%), best:    9699/10000 (96.99%), error:      1097.43787, best error:      1024.89539 on epoch:    73, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 79.9970703125s, input_fired_time: 0.6800017357, output_fired_time: 0.6619940400, propagate_forward_time: 29.8041305542, propagate_backward_time: 46.3545951843, weight_update_time: 0.1593500078, other_time: 2.4963493347
epoch time: 6.4876799583s, input_fired_time: 0.0873608515, output_fired_time: 0.0000000000, propagate_forward_time: 5.9549689293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4453501701
validation[          , genome  3609] predictions:    9658/  10000 (96.58%), best:    9699/10000 (96.99%), error:      1133.89966, best error:      1024.89539 on epoch:    73, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 79.1580963135s, input_fired_time: 0.6769918799, output_fired_time: 0.6533801556, propagate_forward_time: 29.4565429688, propagate_backward_time: 45.8936233521, weight_update_time: 0.1580304801, other_time: 2.4775543213
epoch time: 6.5133023262s, input_fired_time: 0.0893476903, output_fired_time: 0.0000000000, propagate_forward_time: 5.9767718315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4471826553
validation[          , genome  3609] predictions:    9667/  10000 (96.67%), best:    9699/10000 (96.99%), error:      1067.03101, best error:      1024.89539 on epoch:    73, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 80.7663269043s, input_fired_time: 0.6807198524, output_fired_time: 0.6692177653, propagate_forward_time: 30.0965824127, propagate_backward_time: 46.8095817566, weight_update_time: 0.1600641310, other_time: 2.5102272034
epoch time: 6.3413233757s, input_fired_time: 0.0864063874, output_fired_time: 0.0000000000, propagate_forward_time: 5.8155322075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393849373
validation[          , genome  3609] predictions:    9667/  10000 (96.67%), best:    9699/10000 (96.99%), error:      1166.37720, best error:      1024.89539 on epoch:    73, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 79.4351806641s, input_fired_time: 0.6782247424, output_fired_time: 0.6545220613, propagate_forward_time: 29.5132408142, propagate_backward_time: 46.0930061340, weight_update_time: 0.1567924321, other_time: 2.4961853027
epoch time: 6.5235228539s, input_fired_time: 0.0876408517, output_fired_time: 0.0000000000, propagate_forward_time: 5.9831900597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4526920319
validation[          , genome  3609] predictions:    9673/  10000 (96.73%), best:    9699/10000 (96.99%), error:      1101.62622, best error:      1024.89539 on epoch:    73, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 79.5292053223s, input_fired_time: 0.6785236597, output_fired_time: 0.6529255509, propagate_forward_time: 29.6040153503, propagate_backward_time: 46.0799446106, weight_update_time: 0.1600881815, other_time: 2.5138015747
epoch time: 6.5366334915s, input_fired_time: 0.0865074396, output_fired_time: 0.0000000000, propagate_forward_time: 6.0040283203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4460978508
validation[          , genome  3609] predictions:    9636/  10000 (96.36%), best:    9699/10000 (96.99%), error:      1187.61682, best error:      1024.89539 on epoch:    73, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 79.6684646606s, input_fired_time: 0.6813173890, output_fired_time: 0.6612335443, propagate_forward_time: 29.5844364166, propagate_backward_time: 46.2410812378, weight_update_time: 0.1559189558, other_time: 2.5003967285
epoch time: 6.6017746925s, input_fired_time: 0.0893623903, output_fired_time: 0.0000000000, propagate_forward_time: 6.0645623207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4478497505
validation[          , genome  3609] predictions:    9685/  10000 (96.85%), best:    9699/10000 (96.99%), error:      1096.66516, best error:      1024.89539 on epoch:    73, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 79.2176208496s, input_fired_time: 0.6802383065, output_fired_time: 0.6556676030, propagate_forward_time: 29.3800506592, propagate_backward_time: 46.0126304626, weight_update_time: 0.1577985585, other_time: 2.4890327454
epoch time: 6.3359251022s, input_fired_time: 0.0874293968, output_fired_time: 0.0000000000, propagate_forward_time: 5.8085026741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4399929047
validation[          , genome  3609] predictions:    9629/  10000 (96.29%), best:    9699/10000 (96.99%), error:      1231.86646, best error:      1024.89539 on epoch:    73, 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: 32.4088363647s, input_fired_time: 0.4291423857, output_fired_time: 0.0000000000, propagate_forward_time: 29.6960582733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2836360931
best training[          , genome  3609] predictions:   49083/  50000 (98.17%), best:    9699/10000 (96.99%), error:      3149.75488, best error:      1024.89539 on epoch:    73, 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: 6.4343233109s, input_fired_time: 0.0834062994, output_fired_time: 0.0000000000, propagate_forward_time: 5.9078249931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4430918694
   testing[          , genome  3609] predictions:    9676/  10000 (96.76%), best:    9699/10000 (96.99%), error:      1027.18726, best error:      1024.89539 on epoch:    73, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:17:10 (2312): called boinc_finish(0)

</stderr_txt>
]]>