Nameexact_genome_1512568488_43_1228_1
Workunit2577454
Created6 Dec 2017, 18:38:46 UTC
Sent6 Dec 2017, 18:44:20 UTC
Report deadline12 Dec 2017, 4:10:36 UTC
Received7 Dec 2017, 22:18:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 4 min 35 sec
CPU time2 hours 4 min 29 sec
Validate stateValid
Credit1,348.31
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.64 MB
Peak swap size151.21 MB
Peak disk usage0.99 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 62.1976127625s, input_fired_time: 0.5811837316, output_fired_time: 0.3727251887, propagate_forward_time: 24.2660827637, propagate_backward_time: 35.2768630981, weight_update_time: 0.0725081563, other_time: 1.7007560730
epoch time: 5.4219832420s, input_fired_time: 0.0630588531, output_fired_time: 0.0000000000, propagate_forward_time: 5.0516147614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073096275
validation[          , genome  1228] predictions:    9423/  10000 (94.23%), best:    9423/10000 (94.23%), error:      1903.47290, best error:      1903.47290 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.7308349609s, input_fired_time: 0.5983137488, output_fired_time: 0.3909218013, propagate_forward_time: 25.7872047424, propagate_backward_time: 37.1653022766, weight_update_time: 0.0756517425, other_time: 1.7890930176
epoch time: 5.1575212479s, input_fired_time: 0.0619410649, output_fired_time: 0.0000000000, propagate_forward_time: 4.8076119423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879681587
validation[          , genome  1228] predictions:    9411/  10000 (94.11%), best:    9423/10000 (94.23%), error:      1987.35828, best error:      1903.47290 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 64.4853820801s, input_fired_time: 0.5918491483, output_fired_time: 0.3862491250, propagate_forward_time: 25.2524967194, propagate_backward_time: 36.4889068604, weight_update_time: 0.0749944448, other_time: 1.7658767700
epoch time: 6.4102730751s, input_fired_time: 0.0731683746, output_fired_time: 0.0000000000, propagate_forward_time: 5.9858455658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512592316
validation[          , genome  1228] predictions:    9444/  10000 (94.44%), best:    9444/10000 (94.44%), error:      1886.89587, best error:      1886.89587 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 70.1977157593s, input_fired_time: 0.6339093447, output_fired_time: 0.4147443175, propagate_forward_time: 27.6401672363, propagate_backward_time: 39.6402893066, weight_update_time: 0.0801523179, other_time: 1.8686065674
epoch time: 5.2159886360s, input_fired_time: 0.0635152236, output_fired_time: 0.0000000000, propagate_forward_time: 4.8568954468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955780029
validation[          , genome  1228] predictions:    9460/  10000 (94.60%), best:    9460/10000 (94.60%), error:      1841.58533, best error:      1841.58533 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.1578254700s, input_fired_time: 0.5884276628, output_fired_time: 0.3809123039, propagate_forward_time: 24.5021362305, propagate_backward_time: 35.9658241272, weight_update_time: 0.0732982829, other_time: 1.7205238342
epoch time: 5.1847653389s, input_fired_time: 0.0628499165, output_fired_time: 0.0000000000, propagate_forward_time: 4.8299026489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920126915
validation[          , genome  1228] predictions:    9442/  10000 (94.42%), best:    9460/10000 (94.60%), error:      1866.44507, best error:      1841.58533 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.1499099731s, input_fired_time: 0.5976494551, output_fired_time: 0.3852177560, propagate_forward_time: 25.0492591858, propagate_backward_time: 36.3727149963, weight_update_time: 0.0746240318, other_time: 1.7450675964
epoch time: 5.0718855858s, input_fired_time: 0.0617589876, output_fired_time: 0.0000000000, propagate_forward_time: 4.7182521820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918744087
validation[          , genome  1228] predictions:    9428/  10000 (94.28%), best:    9428/10000 (94.28%), error:      1837.62488, best error:      1837.62488 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 62.5516052246s, input_fired_time: 0.5895113349, output_fired_time: 0.3753869832, propagate_forward_time: 24.3739776611, propagate_backward_time: 35.4872550964, weight_update_time: 0.0732706487, other_time: 1.7254753113
epoch time: 5.2688426971s, input_fired_time: 0.0632003918, output_fired_time: 0.0000000000, propagate_forward_time: 4.9088873863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967548370
validation[          , genome  1228] predictions:    9460/  10000 (94.60%), best:    9428/10000 (94.28%), error:      1860.86646, best error:      1837.62488 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 70.2685165405s, input_fired_time: 0.6262590289, output_fired_time: 0.4131644964, propagate_forward_time: 27.5481224060, propagate_backward_time: 39.8287048340, weight_update_time: 0.0804742575, other_time: 1.8522682190
epoch time: 7.5181422234s, input_fired_time: 0.0837488398, output_fired_time: 0.0000000000, propagate_forward_time: 7.0396313667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947620392
validation[          , genome  1228] predictions:    9455/  10000 (94.55%), best:    9455/10000 (94.55%), error:      1833.13037, best error:      1833.13037 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 70.0893325806s, input_fired_time: 0.6233163476, output_fired_time: 0.4072542191, propagate_forward_time: 27.4043006897, propagate_backward_time: 39.7827415466, weight_update_time: 0.0805806071, other_time: 1.8717193604
epoch time: 5.1690983772s, input_fired_time: 0.0619494505, output_fired_time: 0.0000000000, propagate_forward_time: 4.8194527626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876963615
validation[          , genome  1228] predictions:    9454/  10000 (94.54%), best:    9455/10000 (94.55%), error:      1865.09436, best error:      1833.13037 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 67.3645935059s, input_fired_time: 0.6110291481, output_fired_time: 0.4000682533, propagate_forward_time: 26.4774837494, propagate_backward_time: 38.0494613647, weight_update_time: 0.0775000229, other_time: 1.8265457153
epoch time: 5.4256858826s, input_fired_time: 0.0668764412, output_fired_time: 0.0000000000, propagate_forward_time: 5.0491065979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097028732
validation[          , genome  1228] predictions:    9463/  10000 (94.63%), best:    9455/10000 (94.55%), error:      1845.90686, best error:      1833.13037 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 73.0494232178s, input_fired_time: 0.6392847896, output_fired_time: 0.4223602414, propagate_forward_time: 28.6269016266, propagate_backward_time: 41.4418754578, weight_update_time: 0.0833707973, other_time: 1.9190025330
epoch time: 5.2179617882s, input_fired_time: 0.0622593202, output_fired_time: 0.0000000000, propagate_forward_time: 4.8626689911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930335999
validation[          , genome  1228] predictions:    9369/  10000 (93.69%), best:    9455/10000 (94.55%), error:      2136.16504, best error:      1833.13037 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.9209747314s, input_fired_time: 0.5933596492, output_fired_time: 0.3850587308, propagate_forward_time: 25.0616836548, propagate_backward_time: 36.1201019287, weight_update_time: 0.0745531693, other_time: 1.7607688904
epoch time: 5.4856424332s, input_fired_time: 0.0660295114, output_fired_time: 0.0000000000, propagate_forward_time: 5.1097292900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098835945
validation[          , genome  1228] predictions:    9457/  10000 (94.57%), best:    9455/10000 (94.55%), error:      1874.29407, best error:      1833.13037 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 75.9267807007s, input_fired_time: 0.6543844342, output_fired_time: 0.4388990104, propagate_forward_time: 29.8500175476, propagate_backward_time: 43.0153312683, weight_update_time: 0.0856291130, other_time: 1.9681549072
epoch time: 5.5843400955s, input_fired_time: 0.0663891584, output_fired_time: 0.0000000000, propagate_forward_time: 5.2097864151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081645966
validation[          , genome  1228] predictions:    9433/  10000 (94.33%), best:    9455/10000 (94.55%), error:      1870.46387, best error:      1833.13037 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 67.9161300659s, input_fired_time: 0.6174874902, output_fired_time: 0.4012129903, propagate_forward_time: 26.8451442719, propagate_backward_time: 38.2245140076, weight_update_time: 0.0780649111, other_time: 1.8277702332
epoch time: 5.3061108589s, input_fired_time: 0.0661974177, output_fired_time: 0.0000000000, propagate_forward_time: 4.9294905663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104228973
validation[          , genome  1228] predictions:    9404/  10000 (94.04%), best:    9455/10000 (94.55%), error:      1949.68372, best error:      1833.13037 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.6108627319s, input_fired_time: 0.5937729478, output_fired_time: 0.3829573989, propagate_forward_time: 25.3811187744, propagate_backward_time: 36.4701843262, weight_update_time: 0.0754017159, other_time: 1.7828292847
epoch time: 5.1353759766s, input_fired_time: 0.0619004965, output_fired_time: 0.0000000000, propagate_forward_time: 4.7837162018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897591591
validation[          , genome  1228] predictions:    9437/  10000 (94.37%), best:    9455/10000 (94.55%), error:      1883.69165, best error:      1833.13037 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 66.1412582397s, input_fired_time: 0.6056036353, output_fired_time: 0.3986825347, propagate_forward_time: 25.9490833282, propagate_backward_time: 37.3626899719, weight_update_time: 0.0752251223, other_time: 1.8251991272
epoch time: 5.1404590607s, input_fired_time: 0.0622774214, output_fired_time: 0.0000000000, propagate_forward_time: 4.7894325256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887492180
validation[          , genome  1228] predictions:    9435/  10000 (94.35%), best:    9455/10000 (94.55%), error:      1874.95264, best error:      1833.13037 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 63.9197845459s, input_fired_time: 0.5944982767, output_fired_time: 0.3830174506, propagate_forward_time: 25.2562084198, propagate_backward_time: 35.9230422974, weight_update_time: 0.0740254894, other_time: 1.7630157471
epoch time: 5.1627931595s, input_fired_time: 0.0642764270, output_fired_time: 0.0000000000, propagate_forward_time: 4.7956652641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3028516769
validation[          , genome  1228] predictions:    9404/  10000 (94.04%), best:    9455/10000 (94.55%), error:      1955.55493, best error:      1833.13037 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 62.2959022522s, input_fired_time: 0.5904644728, output_fired_time: 0.3775742352, propagate_forward_time: 24.6939601898, propagate_backward_time: 34.8791503906, weight_update_time: 0.0731929094, other_time: 1.7547531128
epoch time: 5.1516399384s, input_fired_time: 0.0627544299, output_fired_time: 0.0000000000, propagate_forward_time: 4.7871618271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017234802
validation[          , genome  1228] predictions:    9463/  10000 (94.63%), best:    9463/10000 (94.63%), error:      1780.25220, best error:      1780.25220 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 66.4523391724s, input_fired_time: 0.6030812263, output_fired_time: 0.3957676888, propagate_forward_time: 25.8737335205, propagate_backward_time: 37.7879447937, weight_update_time: 0.0763727948, other_time: 1.7918128967
epoch time: 6.1765394211s, input_fired_time: 0.0704270080, output_fired_time: 0.0000000000, propagate_forward_time: 5.7667260170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393864632
validation[          , genome  1228] predictions:    9482/  10000 (94.82%), best:    9482/10000 (94.82%), error:      1750.21985, best error:      1750.21985 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 65.2333526611s, input_fired_time: 0.5997986794, output_fired_time: 0.3912443817, propagate_forward_time: 25.6730651855, propagate_backward_time: 36.7868919373, weight_update_time: 0.0746070519, other_time: 1.7823524475
epoch time: 4.9156222343s, input_fired_time: 0.0622512512, output_fired_time: 0.0000000000, propagate_forward_time: 4.5610184669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923526764
validation[          , genome  1228] predictions:    9476/  10000 (94.76%), best:    9482/10000 (94.82%), error:      1757.73535, best error:      1750.21985 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 62.1649475098s, input_fired_time: 0.5815731287, output_fired_time: 0.3793497384, propagate_forward_time: 24.4427623749, propagate_backward_time: 35.0420379639, weight_update_time: 0.0728707835, other_time: 1.7192230225
epoch time: 5.2617797852s, input_fired_time: 0.0629963577, output_fired_time: 0.0000000000, propagate_forward_time: 4.9041719437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946114540
validation[          , genome  1228] predictions:    9393/  10000 (93.93%), best:    9482/10000 (94.82%), error:      2049.28955, best error:      1750.21985 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 66.9901962280s, input_fired_time: 0.6089859009, output_fired_time: 0.3999946415, propagate_forward_time: 26.2478694916, propagate_backward_time: 37.9526176453, weight_update_time: 0.0771835744, other_time: 1.7807273865
epoch time: 5.3346900940s, input_fired_time: 0.0642986521, output_fired_time: 0.0000000000, propagate_forward_time: 4.9706101418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997813225
validation[          , genome  1228] predictions:    9443/  10000 (94.43%), best:    9482/10000 (94.82%), error:      1788.61938, best error:      1750.21985 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 61.5253028870s, input_fired_time: 0.5786767006, output_fired_time: 0.3761029541, propagate_forward_time: 23.9731426239, propagate_backward_time: 34.8918724060, weight_update_time: 0.0721496493, other_time: 1.7055091858
epoch time: 5.4483571053s, input_fired_time: 0.0665074736, output_fired_time: 0.0000000000, propagate_forward_time: 5.0697593689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120903969
validation[          , genome  1228] predictions:    9480/  10000 (94.80%), best:    9482/10000 (94.82%), error:      1800.48926, best error:      1750.21985 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.0601119995s, input_fired_time: 0.6167621613, output_fired_time: 0.3971033096, propagate_forward_time: 26.3337364197, propagate_backward_time: 37.8859062195, weight_update_time: 0.0774845034, other_time: 1.8266067505
epoch time: 7.5241498947s, input_fired_time: 0.0834963396, output_fired_time: 0.0000000000, propagate_forward_time: 7.0465831757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940701485
validation[          , genome  1228] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1702.19800, best error:      1702.19800 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.5495414734s, input_fired_time: 0.5988845229, output_fired_time: 0.3812258542, propagate_forward_time: 25.1354618073, propagate_backward_time: 35.6919136047, weight_update_time: 0.0741662383, other_time: 1.7420539856
epoch time: 5.2640929222s, input_fired_time: 0.0632110387, output_fired_time: 0.0000000000, propagate_forward_time: 4.9034752846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974066734
validation[          , genome  1228] predictions:    9480/  10000 (94.80%), best:    9492/10000 (94.92%), error:      1745.62561, best error:      1702.19800 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 69.3612213135s, input_fired_time: 0.6266416311, output_fired_time: 0.4109546840, propagate_forward_time: 27.2704944611, propagate_backward_time: 39.2059135437, weight_update_time: 0.0794920325, other_time: 1.8472175598
epoch time: 7.4291219711s, input_fired_time: 0.0824588388, output_fired_time: 0.0000000000, propagate_forward_time: 6.9553346634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913283348
validation[          , genome  1228] predictions:    9463/  10000 (94.63%), best:    9492/10000 (94.92%), error:      1802.05981, best error:      1702.19800 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.3066864014s, input_fired_time: 0.5959218144, output_fired_time: 0.3831723630, propagate_forward_time: 24.7169914246, propagate_backward_time: 35.8780441284, weight_update_time: 0.0729804263, other_time: 1.7325592041
epoch time: 5.3081560135s, input_fired_time: 0.0643118992, output_fired_time: 0.0000000000, propagate_forward_time: 4.9441590309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996850014
validation[          , genome  1228] predictions:    9509/  10000 (95.09%), best:    9509/10000 (95.09%), error:      1684.11755, best error:      1684.11755 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 78.7631378174s, input_fired_time: 0.6753640175, output_fired_time: 0.4496899545, propagate_forward_time: 30.9566745758, propagate_backward_time: 44.6645545959, weight_update_time: 0.0879889354, other_time: 2.0168571472
epoch time: 7.5306286812s, input_fired_time: 0.0814730152, output_fired_time: 0.0000000000, propagate_forward_time: 7.0581035614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3910522461
validation[          , genome  1228] predictions:    9511/  10000 (95.11%), best:    9511/10000 (95.11%), error:      1678.45288, best error:      1678.45288 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.8525085449s, input_fired_time: 0.6196616292, output_fired_time: 0.3947556317, propagate_forward_time: 26.5686397552, propagate_backward_time: 38.4459915161, weight_update_time: 0.0782923028, other_time: 1.8234634399
epoch time: 5.4792747498s, input_fired_time: 0.0660830289, output_fired_time: 0.0000000000, propagate_forward_time: 5.1091852188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040065765
validation[          , genome  1228] predictions:    9488/  10000 (94.88%), best:    9511/10000 (95.11%), error:      1751.59497, best error:      1678.45288 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.5999298096s, input_fired_time: 0.6730132699, output_fired_time: 0.4615243375, propagate_forward_time: 31.8169078827, propagate_backward_time: 45.6633644104, weight_update_time: 0.0875136256, other_time: 1.9851188660
epoch time: 5.1350979805s, input_fired_time: 0.0627415478, output_fired_time: 0.0000000000, propagate_forward_time: 4.7813763618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909798622
validation[          , genome  1228] predictions:    9488/  10000 (94.88%), best:    9511/10000 (95.11%), error:      1704.05554, best error:      1678.45288 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 74.2307510376s, input_fired_time: 0.6491211653, output_fired_time: 0.4305875003, propagate_forward_time: 29.2502765656, propagate_backward_time: 42.0027313232, weight_update_time: 0.0824138075, other_time: 1.8980331421
epoch time: 6.5125904083s, input_fired_time: 0.0714920536, output_fired_time: 0.0000000000, propagate_forward_time: 6.0927205086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483777046
validation[          , genome  1228] predictions:    9512/  10000 (95.12%), best:    9512/10000 (95.12%), error:      1656.47144, best error:      1656.47144 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 75.7912597656s, input_fired_time: 0.6473169327, output_fired_time: 0.4349550307, propagate_forward_time: 29.9262924194, propagate_backward_time: 42.8475875854, weight_update_time: 0.0838102773, other_time: 1.9351119995
epoch time: 5.2636685371s, input_fired_time: 0.0672524124, output_fired_time: 0.0000000000, propagate_forward_time: 4.8850212097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113946915
validation[          , genome  1228] predictions:    9460/  10000 (94.60%), best:    9512/10000 (95.12%), error:      1789.23389, best error:      1656.47144 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 65.4650344849s, input_fired_time: 0.6262710094, output_fired_time: 0.3899686337, propagate_forward_time: 25.6555233002, propagate_backward_time: 36.9861602783, weight_update_time: 0.0753223523, other_time: 1.8071060181
epoch time: 5.1694025993s, input_fired_time: 0.0637642965, output_fired_time: 0.0000000000, propagate_forward_time: 4.8078031540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2978353500
validation[          , genome  1228] predictions:    9472/  10000 (94.72%), best:    9512/10000 (95.12%), error:      1744.94287, best error:      1656.47144 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.7166213989s, input_fired_time: 0.6055570841, output_fired_time: 0.3892681301, propagate_forward_time: 25.4045772552, propagate_backward_time: 36.5235671997, weight_update_time: 0.0755223110, other_time: 1.7936477661
epoch time: 5.2052192688s, input_fired_time: 0.0632087663, output_fired_time: 0.0000000000, propagate_forward_time: 4.8487935066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932171822
validation[          , genome  1228] predictions:    9493/  10000 (94.93%), best:    9512/10000 (95.12%), error:      1733.10303, best error:      1656.47144 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.2538757324s, input_fired_time: 0.6000944376, output_fired_time: 0.3989811838, propagate_forward_time: 25.0141658783, propagate_backward_time: 36.4738502502, weight_update_time: 0.0737650171, other_time: 1.7667808533
epoch time: 5.1159329414s, input_fired_time: 0.0642176419, output_fired_time: 0.0000000000, propagate_forward_time: 4.7592525482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924628258
validation[          , genome  1228] predictions:    9473/  10000 (94.73%), best:    9512/10000 (95.12%), error:      1732.55249, best error:      1656.47144 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 62.7807464600s, input_fired_time: 0.5959707499, output_fired_time: 0.3747935891, propagate_forward_time: 24.5791301727, propagate_backward_time: 35.5043487549, weight_update_time: 0.0723510608, other_time: 1.7265014648
epoch time: 5.0966877937s, input_fired_time: 0.0630835667, output_fired_time: 0.0000000000, propagate_forward_time: 4.7448840141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887201309
validation[          , genome  1228] predictions:    9497/  10000 (94.97%), best:    9512/10000 (95.12%), error:      1713.94336, best error:      1656.47144 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 61.2291107178s, input_fired_time: 0.5854192972, output_fired_time: 0.3695476651, propagate_forward_time: 23.9109611511, propagate_backward_time: 34.6573181152, weight_update_time: 0.0727309287, other_time: 1.7058639526
epoch time: 5.8535504341s, input_fired_time: 0.0693823174, output_fired_time: 0.0000000000, propagate_forward_time: 5.4608669281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233013153
validation[          , genome  1228] predictions:    9478/  10000 (94.78%), best:    9512/10000 (95.12%), error:      1766.25610, best error:      1656.47144 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.2721633911s, input_fired_time: 0.6030249596, output_fired_time: 0.3787050247, propagate_forward_time: 24.8913612366, propagate_backward_time: 35.6675224304, weight_update_time: 0.0727811381, other_time: 1.7315521240
epoch time: 5.0412898064s, input_fired_time: 0.0638049468, output_fired_time: 0.0000000000, propagate_forward_time: 4.6915678978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859168053
validation[          , genome  1228] predictions:    9458/  10000 (94.58%), best:    9512/10000 (95.12%), error:      1819.54272, best error:      1656.47144 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 61.2551383972s, input_fired_time: 0.5904482007, output_fired_time: 0.3707619607, propagate_forward_time: 24.0010089874, propagate_backward_time: 34.5773010254, weight_update_time: 0.0720388889, other_time: 1.7156219482
epoch time: 5.2937374115s, input_fired_time: 0.0658284128, output_fired_time: 0.0000000000, propagate_forward_time: 4.9297161102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981929779
validation[          , genome  1228] predictions:    9480/  10000 (94.80%), best:    9512/10000 (95.12%), error:      1718.25989, best error:      1656.47144 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 63.9957618713s, input_fired_time: 0.6002422571, output_fired_time: 0.3810908496, propagate_forward_time: 25.0794143677, propagate_backward_time: 36.1832962036, weight_update_time: 0.0749989599, other_time: 1.7517166138
epoch time: 5.2510647774s, input_fired_time: 0.0650421306, output_fired_time: 0.0000000000, propagate_forward_time: 4.8898539543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961688042
validation[          , genome  1228] predictions:    9441/  10000 (94.41%), best:    9512/10000 (95.12%), error:      1813.98816, best error:      1656.47144 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.0654067993s, input_fired_time: 0.6195722222, output_fired_time: 0.4040646851, propagate_forward_time: 26.5679321289, propagate_backward_time: 38.6774978638, weight_update_time: 0.0778168514, other_time: 1.7963333130
epoch time: 5.5475077629s, input_fired_time: 0.0682892129, output_fired_time: 0.0000000000, propagate_forward_time: 5.1687841415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3104343414
validation[          , genome  1228] predictions:    9490/  10000 (94.90%), best:    9512/10000 (95.12%), error:      1776.17285, best error:      1656.47144 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 63.0646247864s, input_fired_time: 0.6012554765, output_fired_time: 0.3778922558, propagate_forward_time: 24.6150531769, propagate_backward_time: 35.7381134033, weight_update_time: 0.0736869499, other_time: 1.7323074341
epoch time: 5.1301007271s, input_fired_time: 0.0640247762, output_fired_time: 0.0000000000, propagate_forward_time: 4.7778344154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2882413864
validation[          , genome  1228] predictions:    9519/  10000 (95.19%), best:    9519/10000 (95.19%), error:      1633.88879, best error:      1633.88879 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.0394248962s, input_fired_time: 0.6033565998, output_fired_time: 0.3806563616, propagate_forward_time: 24.6870441437, propagate_backward_time: 35.6478385925, weight_update_time: 0.0733972043, other_time: 1.7205314636
epoch time: 5.2353429794s, input_fired_time: 0.0651406273, output_fired_time: 0.0000000000, propagate_forward_time: 4.8748393059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953629494
validation[          , genome  1228] predictions:    9481/  10000 (94.81%), best:    9519/10000 (95.19%), error:      1697.97571, best error:      1633.88879 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.6808319092s, input_fired_time: 0.6158454418, output_fired_time: 0.3898145258, propagate_forward_time: 25.9831390381, propagate_backward_time: 36.9290733337, weight_update_time: 0.0760076493, other_time: 1.7629585266
epoch time: 6.4403500557s, input_fired_time: 0.0755848438, output_fired_time: 0.0000000000, propagate_forward_time: 6.0173840523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3473811150
validation[          , genome  1228] predictions:    9494/  10000 (94.94%), best:    9519/10000 (95.19%), error:      1705.16235, best error:      1633.88879 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 62.9914054871s, input_fired_time: 0.5988755226, output_fired_time: 0.3739497066, propagate_forward_time: 24.5644798279, propagate_backward_time: 35.7405128479, weight_update_time: 0.0733057484, other_time: 1.7135848999
epoch time: 5.3149738312s, input_fired_time: 0.0668234304, output_fired_time: 0.0000000000, propagate_forward_time: 4.9493408203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988095284
validation[          , genome  1228] predictions:    9502/  10000 (95.02%), best:    9519/10000 (95.19%), error:      1690.21057, best error:      1633.88879 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 63.7263984680s, input_fired_time: 0.6030102372, output_fired_time: 0.3817520738, propagate_forward_time: 24.8245429993, propagate_backward_time: 36.1812705994, weight_update_time: 0.0741672516, other_time: 1.7358207703
epoch time: 7.4981250763s, input_fired_time: 0.0843565390, output_fired_time: 0.0000000000, propagate_forward_time: 7.0209188461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928499222
validation[          , genome  1228] predictions:    9485/  10000 (94.85%), best:    9519/10000 (95.19%), error:      1721.09180, best error:      1633.88879 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 79.5134506226s, input_fired_time: 0.6725757122, output_fired_time: 0.4568188488, propagate_forward_time: 31.4422321320, propagate_backward_time: 44.9604644775, weight_update_time: 0.0864893571, other_time: 1.9813613892
epoch time: 4.9853105545s, input_fired_time: 0.0634946227, output_fired_time: 0.0000000000, propagate_forward_time: 4.6410932541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807226181
validation[          , genome  1228] predictions:    9446/  10000 (94.46%), best:    9519/10000 (95.19%), error:      1814.49390, best error:      1633.88879 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 73.9033737183s, input_fired_time: 0.6536030769, output_fired_time: 0.4297233224, propagate_forward_time: 28.9515933990, propagate_backward_time: 41.9638710022, weight_update_time: 0.0832156688, other_time: 1.9045829773
epoch time: 5.4147377014s, input_fired_time: 0.0687060952, output_fired_time: 0.0000000000, propagate_forward_time: 5.0417585373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042731285
validation[          , genome  1228] predictions:    9511/  10000 (95.11%), best:    9519/10000 (95.19%), error:      1680.53931, best error:      1633.88879 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 68.9808044434s, input_fired_time: 0.6317668557, output_fired_time: 0.4104960561, propagate_forward_time: 27.0608215332, propagate_backward_time: 39.0617866516, weight_update_time: 0.0784282684, other_time: 1.8159294128
epoch time: 5.2315964699s, input_fired_time: 0.0653844699, output_fired_time: 0.0000000000, propagate_forward_time: 4.8706665039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955455780
validation[          , genome  1228] predictions:    9502/  10000 (95.02%), best:    9519/10000 (95.19%), error:      1643.08716, best error:      1633.88879 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 74.6848373413s, input_fired_time: 0.6548717022, output_fired_time: 0.4315495193, propagate_forward_time: 29.4054145813, propagate_backward_time: 42.2750396729, weight_update_time: 0.0836878046, other_time: 1.9179649353
epoch time: 5.6880922318s, input_fired_time: 0.0663168356, output_fired_time: 0.0000000000, propagate_forward_time: 5.3108925819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108830452
validation[          , genome  1228] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1629.80286, best error:      1629.80286 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 63.9321327209s, input_fired_time: 0.6046068072, output_fired_time: 0.3834825158, propagate_forward_time: 24.9456615448, propagate_backward_time: 36.2296905518, weight_update_time: 0.0743345097, other_time: 1.7686920166
epoch time: 5.1696338654s, input_fired_time: 0.0644228756, output_fired_time: 0.0000000000, propagate_forward_time: 4.8089141846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962965965
validation[          , genome  1228] predictions:    9499/  10000 (94.99%), best:    9518/10000 (95.18%), error:      1674.11572, best error:      1629.80286 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 64.1715316772s, input_fired_time: 0.6152211428, output_fired_time: 0.3837518394, propagate_forward_time: 25.4630069733, propagate_backward_time: 35.8988456726, weight_update_time: 0.0746626630, other_time: 1.8107032776
epoch time: 5.1205520630s, input_fired_time: 0.0635997280, output_fired_time: 0.0000000000, propagate_forward_time: 4.7702326775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867197990
validation[          , genome  1228] predictions:    9401/  10000 (94.01%), best:    9518/10000 (95.18%), error:      1984.01660, best error:      1629.80286 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 62.4266929626s, input_fired_time: 0.5952168703, output_fired_time: 0.3771905601, propagate_forward_time: 24.3690681458, propagate_backward_time: 35.3700904846, weight_update_time: 0.0720332116, other_time: 1.7151260376
epoch time: 5.2644677162s, input_fired_time: 0.0673972666, output_fired_time: 0.0000000000, propagate_forward_time: 4.8966374397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004331589
validation[          , genome  1228] predictions:    9498/  10000 (94.98%), best:    9518/10000 (95.18%), error:      1663.41125, best error:      1629.80286 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 61.2606506348s, input_fired_time: 0.5897501707, output_fired_time: 0.3717838228, propagate_forward_time: 24.0221538544, propagate_backward_time: 34.5997505188, weight_update_time: 0.0707360432, other_time: 1.6772117615
epoch time: 7.5128316879s, input_fired_time: 0.0855727196, output_fired_time: 0.0000000000, propagate_forward_time: 7.0350594521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921995163
validation[          , genome  1228] predictions:    9503/  10000 (95.03%), best:    9518/10000 (95.18%), error:      1672.52368, best error:      1629.80286 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 62.1833648682s, input_fired_time: 0.5992351770, output_fired_time: 0.3770345747, propagate_forward_time: 24.3543834686, propagate_backward_time: 35.1785545349, weight_update_time: 0.0711619109, other_time: 1.6741600037
epoch time: 6.7300171852s, input_fired_time: 0.0793515369, output_fired_time: 0.0000000000, propagate_forward_time: 6.2924518585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582139015
validation[          , genome  1228] predictions:    9460/  10000 (94.60%), best:    9518/10000 (95.18%), error:      1772.39514, best error:      1629.80286 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.2074432373s, input_fired_time: 0.6180893779, output_fired_time: 0.3926262856, propagate_forward_time: 25.6693458557, propagate_backward_time: 36.7582359314, weight_update_time: 0.0750834569, other_time: 1.7691497803
epoch time: 5.3017430305s, input_fired_time: 0.0743910298, output_fired_time: 0.0000000000, propagate_forward_time: 4.9177942276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095579147
validation[          , genome  1228] predictions:    9505/  10000 (95.05%), best:    9518/10000 (95.18%), error:      1685.11780, best error:      1629.80286 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 63.0732841492s, input_fired_time: 0.6073317528, output_fired_time: 0.3784730434, propagate_forward_time: 24.7040367126, propagate_backward_time: 35.6352386475, weight_update_time: 0.0732930601, other_time: 1.7482070923
epoch time: 5.1061148643s, input_fired_time: 0.0651271716, output_fired_time: 0.0000000000, propagate_forward_time: 4.7530441284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2879433632
validation[          , genome  1228] predictions:    9510/  10000 (95.10%), best:    9518/10000 (95.18%), error:      1693.23877, best error:      1629.80286 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 62.0275344849s, input_fired_time: 0.5996143818, output_fired_time: 0.3703648746, propagate_forward_time: 24.2639827728, propagate_backward_time: 35.0921745300, weight_update_time: 0.0722280964, other_time: 1.7013969421
epoch time: 5.1314926147s, input_fired_time: 0.0645610616, output_fired_time: 0.0000000000, propagate_forward_time: 4.7809538841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2859778404
validation[          , genome  1228] predictions:    9492/  10000 (94.92%), best:    9518/10000 (95.18%), error:      1723.25562, best error:      1629.80286 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 67.0788650513s, input_fired_time: 0.6182192564, output_fired_time: 0.3978272676, propagate_forward_time: 26.2790756226, propagate_backward_time: 38.0084190369, weight_update_time: 0.0763184354, other_time: 1.7753257751
epoch time: 5.6862592697s, input_fired_time: 0.0674985573, output_fired_time: 0.0000000000, propagate_forward_time: 5.3093910217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093695641
validation[          , genome  1228] predictions:    9512/  10000 (95.12%), best:    9518/10000 (95.18%), error:      1631.62915, best error:      1629.80286 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.4549255371s, input_fired_time: 0.6834025383, output_fired_time: 0.4601911008, propagate_forward_time: 31.5948505402, propagate_backward_time: 45.7239532471, weight_update_time: 0.0875405744, other_time: 1.9925308228
epoch time: 6.3854331970s, input_fired_time: 0.0748478025, output_fired_time: 0.0000000000, propagate_forward_time: 5.9636754990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469099998
validation[          , genome  1228] predictions:    9502/  10000 (95.02%), best:    9518/10000 (95.18%), error:      1675.23694, best error:      1629.80286 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.1749954224s, input_fired_time: 0.6105543375, output_fired_time: 0.3881770670, propagate_forward_time: 25.1648445129, propagate_backward_time: 36.2710494995, weight_update_time: 0.0742976815, other_time: 1.7403717041
epoch time: 7.1639380455s, input_fired_time: 0.0792711154, output_fired_time: 0.0000000000, propagate_forward_time: 6.7125701904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720965385
validation[          , genome  1228] predictions:    9502/  10000 (95.02%), best:    9518/10000 (95.18%), error:      1660.63733, best error:      1629.80286 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 68.1871948242s, input_fired_time: 0.6234565377, output_fired_time: 0.4004469216, propagate_forward_time: 26.7627048492, propagate_backward_time: 38.6007385254, weight_update_time: 0.0783725679, other_time: 1.7998504639
epoch time: 5.1102614403s, input_fired_time: 0.0641372949, output_fired_time: 0.0000000000, propagate_forward_time: 4.7570347786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890892029
validation[          , genome  1228] predictions:    9506/  10000 (95.06%), best:    9518/10000 (95.18%), error:      1673.12915, best error:      1629.80286 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 68.7762145996s, input_fired_time: 0.6277655363, output_fired_time: 0.4041178524, propagate_forward_time: 26.9759159088, propagate_backward_time: 38.9741134644, weight_update_time: 0.0777102485, other_time: 1.7943038940
epoch time: 5.7576847076s, input_fired_time: 0.0717297792, output_fired_time: 0.0000000000, propagate_forward_time: 5.3643174171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216376305
validation[          , genome  1228] predictions:    9500/  10000 (95.00%), best:    9518/10000 (95.18%), error:      1693.13293, best error:      1629.80286 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 73.8619995117s, input_fired_time: 0.6594904065, output_fired_time: 0.4308551550, propagate_forward_time: 29.0002403259, propagate_backward_time: 41.8807334900, weight_update_time: 0.0825221613, other_time: 1.8906784058
epoch time: 5.5984058380s, input_fired_time: 0.0676188171, output_fired_time: 0.0000000000, propagate_forward_time: 5.2211947441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095922470
validation[          , genome  1228] predictions:    9498/  10000 (94.98%), best:    9518/10000 (95.18%), error:      1666.64648, best error:      1629.80286 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 78.0411682129s, input_fired_time: 0.6662490368, output_fired_time: 0.4490686953, propagate_forward_time: 30.7895641327, propagate_backward_time: 44.1946754456, weight_update_time: 0.0852269158, other_time: 1.9416084290
epoch time: 5.7493338585s, input_fired_time: 0.0663235486, output_fired_time: 0.0000000000, propagate_forward_time: 5.3699603081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130497932
validation[          , genome  1228] predictions:    9514/  10000 (95.14%), best:    9518/10000 (95.18%), error:      1659.72852, best error:      1629.80286 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 74.3369293213s, input_fired_time: 0.6522376537, output_fired_time: 0.4299979806, propagate_forward_time: 29.2972831726, propagate_backward_time: 42.0498390198, weight_update_time: 0.0831978843, other_time: 1.9075698853
epoch time: 5.2980704308s, input_fired_time: 0.0665925145, output_fired_time: 0.0000000000, propagate_forward_time: 4.9335594177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979183197
validation[          , genome  1228] predictions:    9508/  10000 (95.08%), best:    9518/10000 (95.18%), error:      1692.93298, best error:      1629.80286 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 80.0825424194s, input_fired_time: 0.6779507995, output_fired_time: 0.4560354054, propagate_forward_time: 31.5534591675, propagate_backward_time: 45.3894119263, weight_update_time: 0.0887635872, other_time: 2.0056915283
epoch time: 7.0828161240s, input_fired_time: 0.0781004280, output_fired_time: 0.0000000000, propagate_forward_time: 6.6349864006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697295189
validation[          , genome  1228] predictions:    9506/  10000 (95.06%), best:    9518/10000 (95.18%), error:      1682.90381, best error:      1629.80286 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 83.6383056641s, input_fired_time: 0.6950563788, output_fired_time: 0.4752712250, propagate_forward_time: 32.9217147827, propagate_backward_time: 47.4807815552, weight_update_time: 0.0916801840, other_time: 2.0654830933
epoch time: 6.4119963646s, input_fired_time: 0.0723571032, output_fired_time: 0.0000000000, propagate_forward_time: 5.9954547882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3441843987
validation[          , genome  1228] predictions:    9509/  10000 (95.09%), best:    9518/10000 (95.18%), error:      1671.35376, best error:      1629.80286 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 69.8113021851s, input_fired_time: 0.6114133596, output_fired_time: 0.4136824906, propagate_forward_time: 27.5191669464, propagate_backward_time: 39.4635581970, weight_update_time: 0.0766590536, other_time: 1.8034858704
epoch time: 6.2732710838s, input_fired_time: 0.0713917091, output_fired_time: 0.0000000000, propagate_forward_time: 5.8661599159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357195854
validation[          , genome  1228] predictions:    9522/  10000 (95.22%), best:    9518/10000 (95.18%), error:      1634.67493, best error:      1629.80286 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 70.2180252075s, input_fired_time: 0.6126635075, output_fired_time: 0.4103063047, propagate_forward_time: 27.6261348724, propagate_backward_time: 39.7432708740, weight_update_time: 0.0766873956, other_time: 1.8256454468
epoch time: 5.6822752953s, input_fired_time: 0.0668874159, output_fired_time: 0.0000000000, propagate_forward_time: 5.3046302795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107576370
validation[          , genome  1228] predictions:    9512/  10000 (95.12%), best:    9518/10000 (95.18%), error:      1659.74109, best error:      1629.80286 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 68.8702316284s, input_fired_time: 0.6077348590, output_fired_time: 0.4052437246, propagate_forward_time: 27.0144138336, propagate_backward_time: 39.0828399658, weight_update_time: 0.0752477571, other_time: 1.7600021362
epoch time: 5.9247012138s, input_fired_time: 0.0686022863, output_fired_time: 0.0000000000, propagate_forward_time: 5.5334811211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226180077
validation[          , genome  1228] predictions:    9509/  10000 (95.09%), best:    9518/10000 (95.18%), error:      1646.63245, best error:      1629.80286 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 73.9634933472s, input_fired_time: 0.6329977512, output_fired_time: 0.4317160249, propagate_forward_time: 28.9878787994, propagate_backward_time: 42.0331726074, weight_update_time: 0.0808220208, other_time: 1.8777313232
epoch time: 5.8922934532s, input_fired_time: 0.0689043701, output_fired_time: 0.0000000000, propagate_forward_time: 5.4975643158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258247375
validation[          , genome  1228] predictions:    9465/  10000 (94.65%), best:    9518/10000 (95.18%), error:      1795.97241, best error:      1629.80286 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 69.9866561890s, input_fired_time: 0.6167654991, output_fired_time: 0.4113486409, propagate_forward_time: 27.5845775604, propagate_backward_time: 39.5867118835, weight_update_time: 0.0765992254, other_time: 1.7872505188
epoch time: 5.8986535072s, input_fired_time: 0.0683115646, output_fired_time: 0.0000000000, propagate_forward_time: 5.5052895546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250522614
validation[          , genome  1228] predictions:    9514/  10000 (95.14%), best:    9518/10000 (95.18%), error:      1641.03113, best error:      1629.80286 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.3278961182s, input_fired_time: 0.6105254292, output_fired_time: 0.3991589844, propagate_forward_time: 26.3279609680, propagate_backward_time: 38.2370262146, weight_update_time: 0.0749176666, other_time: 1.7532196045
epoch time: 5.2551808357s, input_fired_time: 0.0660341531, output_fired_time: 0.0000000000, propagate_forward_time: 4.8971400261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920064926
validation[          , genome  1228] predictions:    9513/  10000 (95.13%), best:    9518/10000 (95.18%), error:      1656.59558, best error:      1629.80286 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 62.7689399719s, input_fired_time: 0.6005192399, output_fired_time: 0.3777260184, propagate_forward_time: 24.5574951172, propagate_backward_time: 35.5179557800, weight_update_time: 0.0734564215, other_time: 1.7152404785
epoch time: 5.0628437996s, input_fired_time: 0.0649081096, output_fired_time: 0.0000000000, propagate_forward_time: 4.7127594948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851762772
validation[          , genome  1228] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1650.08911, best error:      1629.80286 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.8594284058s, input_fired_time: 0.6242339015, output_fired_time: 0.4001781642, propagate_forward_time: 26.3886146545, propagate_backward_time: 37.6601791382, weight_update_time: 0.0768035576, other_time: 1.7862205505
epoch time: 5.6604557037s, input_fired_time: 0.0707150772, output_fired_time: 0.0000000000, propagate_forward_time: 5.2777786255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3119621277
validation[          , genome  1228] predictions:    9512/  10000 (95.12%), best:    9518/10000 (95.18%), error:      1638.12488, best error:      1629.80286 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 66.4993057251s, input_fired_time: 0.6227238178, output_fired_time: 0.3953066766, propagate_forward_time: 26.2266826630, propagate_backward_time: 37.4906806946, weight_update_time: 0.0762296021, other_time: 1.7639045715
epoch time: 5.1798076630s, input_fired_time: 0.0658803508, output_fired_time: 0.0000000000, propagate_forward_time: 4.8291411400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847862244
validation[          , genome  1228] predictions:    9486/  10000 (94.86%), best:    9518/10000 (95.18%), error:      1716.33875, best error:      1629.80286 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 68.5392150879s, input_fired_time: 0.6282348037, output_fired_time: 0.4035659432, propagate_forward_time: 26.9061431885, propagate_backward_time: 38.7950172424, weight_update_time: 0.0785733834, other_time: 1.8062553406
epoch time: 5.2337012291s, input_fired_time: 0.0660303757, output_fired_time: 0.0000000000, propagate_forward_time: 4.8757338524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2919368744
validation[          , genome  1228] predictions:    9450/  10000 (94.50%), best:    9518/10000 (95.18%), error:      1847.93188, best error:      1629.80286 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 62.4307899475s, input_fired_time: 0.5968988538, output_fired_time: 0.3762707710, propagate_forward_time: 24.5096530914, propagate_backward_time: 35.2462348938, weight_update_time: 0.0726025105, other_time: 1.7017326355
epoch time: 5.1283664703s, input_fired_time: 0.0674026534, output_fired_time: 0.0000000000, propagate_forward_time: 4.7633690834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975945473
validation[          , genome  1228] predictions:    9511/  10000 (95.11%), best:    9518/10000 (95.18%), error:      1650.68982, best error:      1629.80286 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 70.6993331909s, input_fired_time: 0.6429781318, output_fired_time: 0.4154659808, propagate_forward_time: 27.8834056854, propagate_backward_time: 39.9042739868, weight_update_time: 0.0808250830, other_time: 1.8532104492
epoch time: 7.5316472054s, input_fired_time: 0.0861782432, output_fired_time: 0.0000000000, propagate_forward_time: 7.0539631844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915057182
validation[          , genome  1228] predictions:    9479/  10000 (94.79%), best:    9518/10000 (95.18%), error:      1765.38623, best error:      1629.80286 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 71.8689193726s, input_fired_time: 0.6471263170, output_fired_time: 0.4196950495, propagate_forward_time: 28.2911453247, propagate_backward_time: 40.6278533936, weight_update_time: 0.0820816234, other_time: 1.8831024170
epoch time: 5.0971093178s, input_fired_time: 0.0656789467, output_fired_time: 0.0000000000, propagate_forward_time: 4.7456049919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858252525
validation[          , genome  1228] predictions:    9515/  10000 (95.15%), best:    9518/10000 (95.18%), error:      1640.93311, best error:      1629.80286 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 75.9675292969s, input_fired_time: 0.6647643447, output_fired_time: 0.4383426905, propagate_forward_time: 29.9706382751, propagate_backward_time: 42.9524688721, weight_update_time: 0.0850099996, other_time: 1.9413185120
epoch time: 5.2247228622s, input_fired_time: 0.0680740476, output_fired_time: 0.0000000000, propagate_forward_time: 4.8609056473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957429886
validation[          , genome  1228] predictions:    9500/  10000 (95.00%), best:    9518/10000 (95.18%), error:      1658.21777, best error:      1629.80286 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 71.9737472534s, input_fired_time: 0.6475634575, output_fired_time: 0.4229542911, propagate_forward_time: 28.3636608124, propagate_backward_time: 40.6810264587, weight_update_time: 0.0812611580, other_time: 1.8585472107
epoch time: 5.3124232292s, input_fired_time: 0.0672550574, output_fired_time: 0.0000000000, propagate_forward_time: 4.9498744011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952938080
validation[          , genome  1228] predictions:    9496/  10000 (94.96%), best:    9518/10000 (95.18%), error:      1702.20105, best error:      1629.80286 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 70.2606277466s, input_fired_time: 0.6427015066, output_fired_time: 0.4115257561, propagate_forward_time: 27.5416698456, propagate_backward_time: 39.8187522888, weight_update_time: 0.0806186348, other_time: 1.8459739685
epoch time: 7.5025548935s, input_fired_time: 0.0875792950, output_fired_time: 0.0000000000, propagate_forward_time: 7.0232968330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916788101
validation[          , genome  1228] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1616.45618, best error:      1616.45618 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 70.3062591553s, input_fired_time: 0.6431061029, output_fired_time: 0.4154311121, propagate_forward_time: 27.7712287903, propagate_backward_time: 39.6489562988, weight_update_time: 0.0793940797, other_time: 1.8275413513
epoch time: 5.1578221321s, input_fired_time: 0.0658886507, output_fired_time: 0.0000000000, propagate_forward_time: 4.8061237335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858095169
validation[          , genome  1228] predictions:    9496/  10000 (94.96%), best:    9522/10000 (95.22%), error:      1699.95874, best error:      1616.45618 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 61.7687721252s, input_fired_time: 0.6034461856, output_fired_time: 0.3736213148, propagate_forward_time: 24.4178180695, propagate_backward_time: 34.6611633301, weight_update_time: 0.0720949173, other_time: 1.7127227783
epoch time: 5.2733235359s, input_fired_time: 0.0676252842, output_fired_time: 0.0000000000, propagate_forward_time: 4.9073882103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983098030
validation[          , genome  1228] predictions:    9499/  10000 (94.99%), best:    9522/10000 (95.22%), error:      1652.97754, best error:      1616.45618 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 62.4348258972s, input_fired_time: 0.6043428183, output_fired_time: 0.3778755367, propagate_forward_time: 24.4880428314, propagate_backward_time: 35.2556495667, weight_update_time: 0.0719383880, other_time: 1.7089118958
epoch time: 5.3214669228s, input_fired_time: 0.0694579259, output_fired_time: 0.0000000000, propagate_forward_time: 4.9454107285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065981865
validation[          , genome  1228] predictions:    9507/  10000 (95.07%), best:    9522/10000 (95.22%), error:      1650.60815, best error:      1616.45618 on epoch:    97, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 27.2008895874s, input_fired_time: 0.3496729136, output_fired_time: 0.0000000000, propagate_forward_time: 25.2582435608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5929737091
best training[          , genome  1228] predictions:   48285/  50000 (96.57%), best:    9522/10000 (95.22%), error:      6084.37695, best error:      1616.45618 on epoch:    97, 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: 5.2759618759s, input_fired_time: 0.0664323568, output_fired_time: 0.0000000000, propagate_forward_time: 4.9115257263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980036736
   testing[          , genome  1228] predictions:    9554/  10000 (95.54%), best:    9522/10000 (95.22%), error:      1568.32458, best error:      1616.45618 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:18:12 (40376): called boinc_finish(0)

</stderr_txt>
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