Nameexact_genome_1512568488_42_5407_0
Workunit2598244
Created7 Dec 2017, 14:34:19 UTC
Sent7 Dec 2017, 14:40:33 UTC
Report deadline13 Dec 2017, 14:40:22 UTC
Received8 Dec 2017, 23:10:24 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 6 min 9 sec
CPU time3 hours 6 min 5 sec
Validate stateValid
Credit1,499.97
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.63 MB
Peak swap size155.10 MB
Peak disk usage2.18 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
.7671766281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968013763
validation[          , genome  5407] predictions:    9602/  10000 (96.02%), best:    9650/10000 (96.50%), error:      1303.03174, best error:      1134.08081 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 101.2664947510s, input_fired_time: 1.3517652750, output_fired_time: 1.3166319132, propagate_forward_time: 38.8114471436, propagate_backward_time: 57.0249328613, weight_update_time: 0.1514364630, other_time: 2.7617111206
epoch time: 8.3834114075s, input_fired_time: 0.1634534895, output_fired_time: 0.0000000000, propagate_forward_time: 7.7288823128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910759926
validation[          , genome  5407] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1052.49072, best error:      1052.49072 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 101.5783309937s, input_fired_time: 1.3649649620, output_fired_time: 1.3058542013, propagate_forward_time: 38.8997726440, propagate_backward_time: 57.1670989990, weight_update_time: 0.1547651142, other_time: 2.8406372070
epoch time: 8.4587659836s, input_fired_time: 0.1668121368, output_fired_time: 0.0000000000, propagate_forward_time: 7.7793726921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125813484
validation[          , genome  5407] predictions:    9539/  10000 (95.39%), best:    9683/10000 (96.83%), error:      1480.75757, best error:      1052.49072 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 101.6173171997s, input_fired_time: 1.3457562923, output_fired_time: 1.3137956858, propagate_forward_time: 39.1041717529, propagate_backward_time: 57.1147270203, weight_update_time: 0.1521300524, other_time: 2.7388648987
epoch time: 8.4929113388s, input_fired_time: 0.1650151461, output_fired_time: 0.0000000000, propagate_forward_time: 7.8322935104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4956026077
validation[          , genome  5407] predictions:    9660/  10000 (96.60%), best:    9683/10000 (96.83%), error:      1159.89441, best error:      1052.49072 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 101.3736038208s, input_fired_time: 1.3607399464, output_fired_time: 1.3105285168, propagate_forward_time: 38.8769187927, propagate_backward_time: 56.9878311157, weight_update_time: 0.1522488743, other_time: 2.8375816345
epoch time: 8.4536714554s, input_fired_time: 0.1669787914, output_fired_time: 0.0000000000, propagate_forward_time: 7.7765626907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101299286
validation[          , genome  5407] predictions:    9633/  10000 (96.33%), best:    9683/10000 (96.83%), error:      1217.46692, best error:      1052.49072 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 101.2418975830s, input_fired_time: 1.3636840582, output_fired_time: 1.2918409109, propagate_forward_time: 38.6376724243, propagate_backward_time: 57.1076545715, weight_update_time: 0.1523650736, other_time: 2.8410453796
epoch time: 8.3757266998s, input_fired_time: 0.1680777967, output_fired_time: 0.0000000000, propagate_forward_time: 7.7017097473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059394836
validation[          , genome  5407] predictions:    9662/  10000 (96.62%), best:    9683/10000 (96.83%), error:      1116.91064, best error:      1052.49072 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 101.3158111572s, input_fired_time: 1.3583191633, output_fired_time: 1.3005576134, propagate_forward_time: 38.6674842834, propagate_backward_time: 57.1648178101, weight_update_time: 0.1520604938, other_time: 2.8246269226
epoch time: 8.3794326782s, input_fired_time: 0.1674673706, output_fired_time: 0.0000000000, propagate_forward_time: 7.7042613029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077042580
validation[          , genome  5407] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1019.95911, best error:      1019.95911 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 101.4203872681s, input_fired_time: 1.3478224277, output_fired_time: 1.3074214458, propagate_forward_time: 38.8777427673, propagate_backward_time: 57.1203308105, weight_update_time: 0.1513432264, other_time: 2.7670707703
epoch time: 8.4379692078s, input_fired_time: 0.1639775634, output_fired_time: 0.0000000000, propagate_forward_time: 7.7822394371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4917521477
validation[          , genome  5407] predictions:    9639/  10000 (96.39%), best:    9699/10000 (96.99%), error:      1226.25342, best error:      1019.95911 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 101.3718719482s, input_fired_time: 1.3638403416, output_fired_time: 1.2999032736, propagate_forward_time: 38.8115501404, propagate_backward_time: 57.0604858398, weight_update_time: 0.1524568498, other_time: 2.8360939026
epoch time: 8.3851413727s, input_fired_time: 0.1624684334, output_fired_time: 0.0000000000, propagate_forward_time: 7.7311029434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4915704727
validation[          , genome  5407] predictions:    9647/  10000 (96.47%), best:    9699/10000 (96.99%), error:      1179.84851, best error:      1019.95911 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 101.6041336060s, input_fired_time: 1.3713119030, output_fired_time: 1.3083596230, propagate_forward_time: 38.9813613892, propagate_backward_time: 57.1068878174, weight_update_time: 0.1526196450, other_time: 2.8362121582
epoch time: 8.4638586044s, input_fired_time: 0.1661666781, output_fired_time: 0.0000000000, propagate_forward_time: 7.7849712372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127210617
validation[          , genome  5407] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:       987.79120, best error:       987.79120 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 101.2072601318s, input_fired_time: 1.3426319361, output_fired_time: 1.2998412848, propagate_forward_time: 38.7537841797, propagate_backward_time: 57.0547866821, weight_update_time: 0.1525353640, other_time: 2.7562179565
epoch time: 8.3395910263s, input_fired_time: 0.1613014787, output_fired_time: 0.0000000000, propagate_forward_time: 7.6845798492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937095642
validation[          , genome  5407] predictions:    9653/  10000 (96.53%), best:    9693/10000 (96.93%), error:      1164.59412, best error:       987.79120 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 101.0647964478s, input_fired_time: 1.3473253250, output_fired_time: 1.2958902121, propagate_forward_time: 38.6526336670, propagate_backward_time: 56.9841041565, weight_update_time: 0.1520647109, other_time: 2.7848396301
epoch time: 8.4727039337s, input_fired_time: 0.1643043309, output_fired_time: 0.0000000000, propagate_forward_time: 7.8135008812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4948983192
validation[          , genome  5407] predictions:    9594/  10000 (95.94%), best:    9693/10000 (96.93%), error:      1311.31543, best error:       987.79120 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 101.7229614258s, input_fired_time: 1.3713024855, output_fired_time: 1.3142790794, propagate_forward_time: 39.0176429749, propagate_backward_time: 57.1912765503, weight_update_time: 0.1526639909, other_time: 2.8284645081
epoch time: 8.5068073273s, input_fired_time: 0.1699636728, output_fired_time: 0.0000000000, propagate_forward_time: 7.8281817436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086617470
validation[          , genome  5407] predictions:    9700/  10000 (97.00%), best:    9693/10000 (96.93%), error:      1028.44495, best error:       987.79120 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 101.4121780396s, input_fired_time: 1.3580876589, output_fired_time: 1.3047797680, propagate_forward_time: 38.7002601624, propagate_backward_time: 57.2653656006, weight_update_time: 0.1503108442, other_time: 2.7836875916
epoch time: 8.3931293488s, input_fired_time: 0.1653029919, output_fired_time: 0.0000000000, propagate_forward_time: 7.7340769768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937491417
validation[          , genome  5407] predictions:    9677/  10000 (96.77%), best:    9693/10000 (96.93%), error:      1094.12268, best error:       987.79120 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 101.7785873413s, input_fired_time: 1.3606784344, output_fired_time: 1.3102618456, propagate_forward_time: 39.0084266663, propagate_backward_time: 57.3471679688, weight_update_time: 0.1502416581, other_time: 2.7520484924
epoch time: 8.4815139771s, input_fired_time: 0.1662919521, output_fired_time: 0.0000000000, propagate_forward_time: 7.8191118240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961099625
validation[          , genome  5407] predictions:    9678/  10000 (96.78%), best:    9693/10000 (96.93%), error:      1035.21936, best error:       987.79120 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 101.5742340088s, input_fired_time: 1.3625054359, output_fired_time: 1.3117685318, propagate_forward_time: 38.9575920105, propagate_backward_time: 57.1675109863, weight_update_time: 0.1529344916, other_time: 2.7748603821
epoch time: 8.4334564209s, input_fired_time: 0.1663542688, output_fired_time: 0.0000000000, propagate_forward_time: 7.7746248245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924774170
validation[          , genome  5407] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       951.02319, best error:       951.02319 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 101.5346450806s, input_fired_time: 1.3715461493, output_fired_time: 1.2877538204, propagate_forward_time: 38.9835777283, propagate_backward_time: 57.0526695251, weight_update_time: 0.1548425406, other_time: 2.8391036987
epoch time: 8.4739751816s, input_fired_time: 0.1665234268, output_fired_time: 0.0000000000, propagate_forward_time: 7.8014836311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059685707
validation[          , genome  5407] predictions:    9704/  10000 (97.04%), best:    9718/10000 (97.18%), error:       993.40833, best error:       951.02319 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 101.2595825195s, input_fired_time: 1.3474144936, output_fired_time: 1.3003213406, propagate_forward_time: 38.8054542542, propagate_backward_time: 57.0665321350, weight_update_time: 0.1512036175, other_time: 2.7398605347
epoch time: 8.4245252609s, input_fired_time: 0.1667886823, output_fired_time: 0.0000000000, propagate_forward_time: 7.7634501457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942860603
validation[          , genome  5407] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       935.33331, best error:       935.33331 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 101.4315109253s, input_fired_time: 1.3730475903, output_fired_time: 1.2983131409, propagate_forward_time: 38.8972091675, propagate_backward_time: 57.0322074890, weight_update_time: 0.1509699672, other_time: 2.8307304382
epoch time: 8.4767560959s, input_fired_time: 0.1701046973, output_fired_time: 0.0000000000, propagate_forward_time: 7.7989745140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076766014
validation[          , genome  5407] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       897.32806, best error:       897.32806 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 101.4548034668s, input_fired_time: 1.3662767410, output_fired_time: 1.3013441563, propagate_forward_time: 38.7695808411, propagate_backward_time: 57.1893692017, weight_update_time: 0.1525094211, other_time: 2.8282279968
epoch time: 8.4727067947s, input_fired_time: 0.1676263362, output_fired_time: 0.0000000000, propagate_forward_time: 7.7947459221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103344917
validation[          , genome  5407] predictions:    9706/  10000 (97.06%), best:    9723/10000 (97.23%), error:       947.49860, best error:       897.32806 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 101.5816040039s, input_fired_time: 1.3578875065, output_fired_time: 1.3124597073, propagate_forward_time: 39.0023727417, propagate_backward_time: 57.1496810913, weight_update_time: 0.1509358138, other_time: 2.7592010498
epoch time: 8.4491205215s, input_fired_time: 0.1644726992, output_fired_time: 0.0000000000, propagate_forward_time: 7.7881774902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964704514
validation[          , genome  5407] predictions:    9689/  10000 (96.89%), best:    9723/10000 (97.23%), error:      1029.62622, best error:       897.32806 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 101.4784469604s, input_fired_time: 1.3716138601, output_fired_time: 1.3141649961, propagate_forward_time: 38.8208312988, propagate_backward_time: 57.1399879456, weight_update_time: 0.1519666016, other_time: 2.8318519592
epoch time: 8.4555559158s, input_fired_time: 0.1701071858, output_fired_time: 0.0000000000, propagate_forward_time: 7.7792801857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061688423
validation[          , genome  5407] predictions:    9686/  10000 (96.86%), best:    9723/10000 (97.23%), error:      1061.24707, best error:       897.32806 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 101.6966400146s, input_fired_time: 1.3779562712, output_fired_time: 1.3111159801, propagate_forward_time: 38.9962539673, propagate_backward_time: 57.1794700623, weight_update_time: 0.1522663832, other_time: 2.8318443298
epoch time: 8.4374895096s, input_fired_time: 0.1695600450, output_fired_time: 0.0000000000, propagate_forward_time: 7.7594847679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084443092
validation[          , genome  5407] predictions:    9717/  10000 (97.17%), best:    9723/10000 (97.23%), error:       966.73730, best error:       897.32806 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 101.1567764282s, input_fired_time: 1.3596699238, output_fired_time: 1.2962366343, propagate_forward_time: 38.6682586670, propagate_backward_time: 57.0484771729, weight_update_time: 0.1520763636, other_time: 2.7841339111
epoch time: 8.3674421310s, input_fired_time: 0.1640360951, output_fired_time: 0.0000000000, propagate_forward_time: 7.7101750374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932312965
validation[          , genome  5407] predictions:    9684/  10000 (96.84%), best:    9723/10000 (97.23%), error:      1062.06140, best error:       897.32806 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 101.2301635742s, input_fired_time: 1.3589677811, output_fired_time: 1.2788658142, propagate_forward_time: 38.9015312195, propagate_backward_time: 56.9283599854, weight_update_time: 0.1523141563, other_time: 2.7624397278
epoch time: 8.4340791702s, input_fired_time: 0.1655687392, output_fired_time: 0.0000000000, propagate_forward_time: 7.7749576569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935531616
validation[          , genome  5407] predictions:    9732/  10000 (97.32%), best:    9723/10000 (97.23%), error:       901.95447, best error:       897.32806 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 101.3849945068s, input_fired_time: 1.3777132034, output_fired_time: 1.2990651131, propagate_forward_time: 38.7597122192, propagate_backward_time: 57.1222572327, weight_update_time: 0.1525944620, other_time: 2.8262443542
epoch time: 8.4155015945s, input_fired_time: 0.1666707695, output_fired_time: 0.0000000000, propagate_forward_time: 7.7535448074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952859879
validation[          , genome  5407] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:      1074.01086, best error:       897.32806 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 101.5202636719s, input_fired_time: 1.3798440695, output_fired_time: 1.3062888384, propagate_forward_time: 38.9293518066, propagate_backward_time: 57.0698966980, weight_update_time: 0.1526093185, other_time: 2.8348808289
epoch time: 8.4671812057s, input_fired_time: 0.1695651412, output_fired_time: 0.0000000000, propagate_forward_time: 7.7919325829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056834221
validation[          , genome  5407] predictions:    9717/  10000 (97.17%), best:    9723/10000 (97.23%), error:       986.59216, best error:       897.32806 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 101.7029418945s, input_fired_time: 1.3687561750, output_fired_time: 1.2697156668, propagate_forward_time: 38.9181976318, propagate_backward_time: 57.2915458679, weight_update_time: 0.1537874341, other_time: 2.8547248840
epoch time: 8.4502258301s, input_fired_time: 0.1687147170, output_fired_time: 0.0000000000, propagate_forward_time: 7.7705264091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109848976
validation[          , genome  5407] predictions:    9671/  10000 (96.71%), best:    9723/10000 (97.23%), error:      1039.88916, best error:       897.32806 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 101.3528976440s, input_fired_time: 1.3825414181, output_fired_time: 1.2997807264, propagate_forward_time: 38.8100204468, propagate_backward_time: 57.0307312012, weight_update_time: 0.1524059772, other_time: 2.8298263550
epoch time: 8.4498329163s, input_fired_time: 0.1701196134, output_fired_time: 0.0000000000, propagate_forward_time: 7.7746205330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050930977
validation[          , genome  5407] predictions:    9724/  10000 (97.24%), best:    9723/10000 (97.23%), error:       918.65973, best error:       897.32806 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 101.3473205566s, input_fired_time: 1.3823943138, output_fired_time: 1.3030848503, propagate_forward_time: 38.8430137634, propagate_backward_time: 56.9915351868, weight_update_time: 0.1528583467, other_time: 2.8272933960
epoch time: 8.4429912567s, input_fired_time: 0.1692371219, output_fired_time: 0.0000000000, propagate_forward_time: 7.7669286728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068254471
validation[          , genome  5407] predictions:    9701/  10000 (97.01%), best:    9723/10000 (97.23%), error:      1016.82251, best error:       897.32806 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 101.5057830811s, input_fired_time: 1.3783535957, output_fired_time: 1.3055099249, propagate_forward_time: 38.9142494202, propagate_backward_time: 57.0846138000, weight_update_time: 0.1522368789, other_time: 2.8230514526
epoch time: 8.5031156540s, input_fired_time: 0.1694938242, output_fired_time: 0.0000000000, propagate_forward_time: 7.8241643906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094575882
validation[          , genome  5407] predictions:    9471/  10000 (94.71%), best:    9723/10000 (97.23%), error:      1727.77051, best error:       897.32806 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 101.4388504028s, input_fired_time: 1.3789409399, output_fired_time: 1.3046454191, propagate_forward_time: 38.8911170959, propagate_backward_time: 57.0386161804, weight_update_time: 0.1544217169, other_time: 2.8255310059
epoch time: 8.4567594528s, input_fired_time: 0.1706001759, output_fired_time: 0.0000000000, propagate_forward_time: 7.7782640457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078954697
validation[          , genome  5407] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:      1006.70734, best error:       897.32806 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 101.3849563599s, input_fired_time: 1.3788599968, output_fired_time: 1.2941304445, propagate_forward_time: 38.7324752808, propagate_backward_time: 57.1402359009, weight_update_time: 0.1526729614, other_time: 2.8392562866
epoch time: 8.4645433426s, input_fired_time: 0.1713425517, output_fired_time: 0.0000000000, propagate_forward_time: 7.7842092514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5089912415
validation[          , genome  5407] predictions:    9647/  10000 (96.47%), best:    9723/10000 (97.23%), error:      1126.11084, best error:       897.32806 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 101.5496215820s, input_fired_time: 1.3795908689, output_fired_time: 1.3090240955, propagate_forward_time: 38.8974494934, propagate_backward_time: 57.1369934082, weight_update_time: 0.1546040624, other_time: 2.8265647888
epoch time: 8.4995088577s, input_fired_time: 0.1720474064, output_fired_time: 0.0000000000, propagate_forward_time: 7.8186025620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5088586807
validation[          , genome  5407] predictions:    9699/  10000 (96.99%), best:    9723/10000 (97.23%), error:       988.47473, best error:       897.32806 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 101.1283187866s, input_fired_time: 1.3565912247, output_fired_time: 1.3015871048, propagate_forward_time: 38.7458610535, propagate_backward_time: 57.0072593689, weight_update_time: 0.1490866095, other_time: 2.7170181274
epoch time: 8.4065809250s, input_fired_time: 0.1685126871, output_fired_time: 0.0000000000, propagate_forward_time: 7.7447819710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932866096
validation[          , genome  5407] predictions:    9718/  10000 (97.18%), best:    9723/10000 (97.23%), error:      1003.53668, best error:       897.32806 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 101.3118515015s, input_fired_time: 1.3829801083, output_fired_time: 1.3042960167, propagate_forward_time: 38.7987747192, propagate_backward_time: 56.9962005615, weight_update_time: 0.1516130865, other_time: 2.8295974731
epoch time: 8.4291515350s, input_fired_time: 0.1671039164, output_fired_time: 0.0000000000, propagate_forward_time: 7.7544813156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075664520
validation[          , genome  5407] predictions:    9658/  10000 (96.58%), best:    9723/10000 (97.23%), error:      1128.84546, best error:       897.32806 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 101.3587875366s, input_fired_time: 1.3866690397, output_fired_time: 1.2986104488, propagate_forward_time: 38.8407554626, propagate_backward_time: 57.0025863647, weight_update_time: 0.1514057070, other_time: 2.8301734924
epoch time: 8.4790019989s, input_fired_time: 0.1725330204, output_fired_time: 0.0000000000, propagate_forward_time: 7.7969398499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095291138
validation[          , genome  5407] predictions:    9649/  10000 (96.49%), best:    9723/10000 (97.23%), error:      1118.68835, best error:       897.32806 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.3516998291s, input_fired_time: 1.3809748888, output_fired_time: 1.3055884838, propagate_forward_time: 38.7865333557, propagate_backward_time: 57.0416603088, weight_update_time: 0.1533884555, other_time: 2.8369445801
epoch time: 8.4257574081s, input_fired_time: 0.1710094064, output_fired_time: 0.0000000000, propagate_forward_time: 7.7468013763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079469681
validation[          , genome  5407] predictions:    9707/  10000 (97.07%), best:    9723/10000 (97.23%), error:      1040.51660, best error:       897.32806 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 101.1119308472s, input_fired_time: 1.3673372269, output_fired_time: 1.3067694902, propagate_forward_time: 38.7377166748, propagate_backward_time: 56.9452095032, weight_update_time: 0.1530065238, other_time: 2.7548942566
epoch time: 8.3934507370s, input_fired_time: 0.1676096767, output_fired_time: 0.0000000000, propagate_forward_time: 7.7337245941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4921169281
validation[          , genome  5407] predictions:    9724/  10000 (97.24%), best:    9723/10000 (97.23%), error:       937.38776, best error:       897.32806 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 101.4311599731s, input_fired_time: 1.3712719679, output_fired_time: 1.2810662985, propagate_forward_time: 39.0778846741, propagate_backward_time: 56.9575538635, weight_update_time: 0.1516918689, other_time: 2.7433853149
epoch time: 8.4629201889s, input_fired_time: 0.1679902524, output_fired_time: 0.0000000000, propagate_forward_time: 7.8001875877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4947419167
validation[          , genome  5407] predictions:    9716/  10000 (97.16%), best:    9723/10000 (97.23%), error:       947.30475, best error:       897.32806 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 100.9395446777s, input_fired_time: 1.3595266342, output_fired_time: 1.2954998016, propagate_forward_time: 38.6135482788, propagate_backward_time: 56.9482078552, weight_update_time: 0.1488876492, other_time: 2.7227592468
epoch time: 8.4176712036s, input_fired_time: 0.1681858748, output_fired_time: 0.0000000000, propagate_forward_time: 7.7556934357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937915802
validation[          , genome  5407] predictions:    9696/  10000 (96.96%), best:    9723/10000 (97.23%), error:      1000.39325, best error:       897.32806 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 101.7319107056s, input_fired_time: 1.3694738150, output_fired_time: 1.3096963167, propagate_forward_time: 38.9840354919, propagate_backward_time: 57.3366165161, weight_update_time: 0.1516069323, other_time: 2.7320823669
epoch time: 8.4734687805s, input_fired_time: 0.1690094173, output_fired_time: 0.0000000000, propagate_forward_time: 7.8106889725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937705994
validation[          , genome  5407] predictions:    9694/  10000 (96.94%), best:    9723/10000 (97.23%), error:      1049.91980, best error:       897.32806 on epoch:    32, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 101.0605697632s, input_fired_time: 1.3716830015, output_fired_time: 1.3000785112, propagate_forward_time: 38.7424545288, propagate_backward_time: 56.8791732788, weight_update_time: 0.1514811814, other_time: 2.7671813965
epoch time: 8.4262390137s, input_fired_time: 0.1680077612, output_fired_time: 0.0000000000, propagate_forward_time: 7.7650156021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4932155609
validation[          , genome  5407] predictions:    9719/  10000 (97.19%), best:    9723/10000 (97.23%), error:       933.44580, best error:       897.32806 on epoch:    32, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 101.3537292480s, input_fired_time: 1.3861634731, output_fired_time: 1.2695091963, propagate_forward_time: 38.8283119202, propagate_backward_time: 57.0310974121, weight_update_time: 0.1536878794, other_time: 2.8386497498
epoch time: 8.4720516205s, input_fired_time: 0.1704156101, output_fired_time: 0.0000000000, propagate_forward_time: 7.7943997383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072360039
validation[          , genome  5407] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       971.32928, best error:       897.32806 on epoch:    32, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 101.7775115967s, input_fired_time: 1.3743156195, output_fired_time: 1.3129676580, propagate_forward_time: 39.0535011292, propagate_backward_time: 57.2872543335, weight_update_time: 0.1515739262, other_time: 2.7494773865
epoch time: 8.4838914871s, input_fired_time: 0.1700474769, output_fired_time: 0.0000000000, propagate_forward_time: 7.8180265427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4958171844
validation[          , genome  5407] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:      1024.70325, best error:       897.32806 on epoch:    32, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 101.8849411011s, input_fired_time: 1.3958376646, output_fired_time: 1.3123039007, propagate_forward_time: 39.0624885559, propagate_backward_time: 57.2844123840, weight_update_time: 0.1544137597, other_time: 2.8299026489
epoch time: 8.4983415604s, input_fired_time: 0.1727397889, output_fired_time: 0.0000000000, propagate_forward_time: 7.8170185089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085830688
validation[          , genome  5407] predictions:    9703/  10000 (97.03%), best:    9723/10000 (97.23%), error:      1019.88232, best error:       897.32806 on epoch:    32, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 101.7224578857s, input_fired_time: 1.3896907568, output_fired_time: 1.3044093847, propagate_forward_time: 38.9698944092, propagate_backward_time: 57.2311172485, weight_update_time: 0.1521872580, other_time: 2.8273391724
epoch time: 8.4651355743s, input_fired_time: 0.1704621464, output_fired_time: 0.0000000000, propagate_forward_time: 7.7864675522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082054138
validation[          , genome  5407] predictions:    9685/  10000 (96.85%), best:    9723/10000 (97.23%), error:      1074.17261, best error:       897.32806 on epoch:    32, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 101.2964096069s, input_fired_time: 1.3765772581, output_fired_time: 1.3001441956, propagate_forward_time: 38.7771797180, propagate_backward_time: 57.0736885071, weight_update_time: 0.1503027529, other_time: 2.7688217163
epoch time: 8.3891115189s, input_fired_time: 0.1692849398, output_fired_time: 0.0000000000, propagate_forward_time: 7.7254834175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943432808
validation[          , genome  5407] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:      1027.35632, best error:       897.32806 on epoch:    32, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 101.5337371826s, input_fired_time: 1.3725258112, output_fired_time: 1.3099305630, propagate_forward_time: 38.9572067261, propagate_backward_time: 57.1611862183, weight_update_time: 0.1525468379, other_time: 2.7328872681
epoch time: 8.4756269455s, input_fired_time: 0.1708500385, output_fired_time: 0.0000000000, propagate_forward_time: 7.8097076416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4950695038
validation[          , genome  5407] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       885.12854, best error:       885.12854 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 101.6651077271s, input_fired_time: 1.3921641111, output_fired_time: 1.3102846146, propagate_forward_time: 38.9931869507, propagate_backward_time: 57.1365699768, weight_update_time: 0.1535985917, other_time: 2.8328971863
epoch time: 8.4444227219s, input_fired_time: 0.1703011543, output_fired_time: 0.0000000000, propagate_forward_time: 7.7645730972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5095481873
validation[          , genome  5407] predictions:    9699/  10000 (96.99%), best:    9737/10000 (97.37%), error:      1019.63562, best error:       885.12854 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 100.9391937256s, input_fired_time: 1.3610104322, output_fired_time: 1.2972190380, propagate_forward_time: 38.6480445862, propagate_backward_time: 56.9125175476, weight_update_time: 0.1491247118, other_time: 2.7204055786
epoch time: 8.4171228409s, input_fired_time: 0.1664187908, output_fired_time: 0.0000000000, propagate_forward_time: 7.7596902847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910135269
validation[          , genome  5407] predictions:    9709/  10000 (97.09%), best:    9737/10000 (97.37%), error:       993.42999, best error:       885.12854 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 101.4891967773s, input_fired_time: 1.3920040131, output_fired_time: 1.3054776192, propagate_forward_time: 38.8504486084, propagate_backward_time: 57.1052932739, weight_update_time: 0.1531616598, other_time: 2.8359680176
epoch time: 8.4632205963s, input_fired_time: 0.1725466698, output_fired_time: 0.0000000000, propagate_forward_time: 7.7821741104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085000992
validation[          , genome  5407] predictions:    9711/  10000 (97.11%), best:    9737/10000 (97.37%), error:       984.69000, best error:       885.12854 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 101.6579437256s, input_fired_time: 1.3879332542, output_fired_time: 1.3069539070, propagate_forward_time: 38.9807701111, propagate_backward_time: 57.1514625549, weight_update_time: 0.1534904987, other_time: 2.8308258057
epoch time: 8.4430980682s, input_fired_time: 0.1715745032, output_fired_time: 0.0000000000, propagate_forward_time: 7.7650957108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064277649
validation[          , genome  5407] predictions:    9714/  10000 (97.14%), best:    9737/10000 (97.37%), error:       928.95050, best error:       885.12854 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 101.2606430054s, input_fired_time: 1.3723388910, output_fired_time: 1.3141722679, propagate_forward_time: 38.8514251709, propagate_backward_time: 56.9932670593, weight_update_time: 0.1515944451, other_time: 2.7294425964
epoch time: 8.4279241562s, input_fired_time: 0.1709003896, output_fired_time: 0.0000000000, propagate_forward_time: 7.7635235786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935002327
validation[          , genome  5407] predictions:    9703/  10000 (97.03%), best:    9737/10000 (97.37%), error:       992.72968, best error:       885.12854 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 101.8458480835s, input_fired_time: 1.4033545256, output_fired_time: 1.3120189905, propagate_forward_time: 39.0378875732, propagate_backward_time: 57.2578430176, weight_update_time: 0.1528101414, other_time: 2.8347473145
epoch time: 8.4605474472s, input_fired_time: 0.1729144454, output_fired_time: 0.0000000000, propagate_forward_time: 7.7801461220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074868202
validation[          , genome  5407] predictions:    9739/  10000 (97.39%), best:    9737/10000 (97.37%), error:       912.94922, best error:       885.12854 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 101.6630325317s, input_fired_time: 1.3884958029, output_fired_time: 1.3109335899, propagate_forward_time: 39.0376930237, propagate_backward_time: 57.1361885071, weight_update_time: 0.1514008939, other_time: 2.7897186279
epoch time: 8.4672298431s, input_fired_time: 0.1710422635, output_fired_time: 0.0000000000, propagate_forward_time: 7.8023524284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938349724
validation[          , genome  5407] predictions:    9708/  10000 (97.08%), best:    9737/10000 (97.37%), error:       992.91162, best error:       885.12854 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 101.8022842407s, input_fired_time: 1.3730462790, output_fired_time: 1.3120156527, propagate_forward_time: 39.0248260498, propagate_backward_time: 57.3665313721, weight_update_time: 0.1510989815, other_time: 2.7258605957
epoch time: 8.4724311829s, input_fired_time: 0.1691999584, output_fired_time: 0.0000000000, propagate_forward_time: 7.8088135719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4944176674
validation[          , genome  5407] predictions:    9686/  10000 (96.86%), best:    9737/10000 (97.37%), error:      1044.03430, best error:       885.12854 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 101.6020431519s, input_fired_time: 1.3734040260, output_fired_time: 1.3158330917, propagate_forward_time: 38.9798545837, propagate_backward_time: 57.2017974854, weight_update_time: 0.1515555233, other_time: 2.7311515808
epoch time: 8.4598140717s, input_fired_time: 0.1715086997, output_fired_time: 0.0000000000, propagate_forward_time: 7.7925944328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4957108498
validation[          , genome  5407] predictions:    9705/  10000 (97.05%), best:    9737/10000 (97.37%), error:       990.95599, best error:       885.12854 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 101.6653289795s, input_fired_time: 1.3970407248, output_fired_time: 1.3077607155, propagate_forward_time: 38.9679870605, propagate_backward_time: 57.1575050354, weight_update_time: 0.1545476913, other_time: 2.8350334167
epoch time: 8.4920988083s, input_fired_time: 0.1728093773, output_fired_time: 0.0000000000, propagate_forward_time: 7.8108572960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084319115
validation[          , genome  5407] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       974.63519, best error:       885.12854 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 101.2974166870s, input_fired_time: 1.3783532381, output_fired_time: 1.3086327314, propagate_forward_time: 38.7735939026, propagate_backward_time: 57.0835075378, weight_update_time: 0.1520595998, other_time: 2.7533264160
epoch time: 8.4509601593s, input_fired_time: 0.1688958257, output_fired_time: 0.0000000000, propagate_forward_time: 7.7890167236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930477142
validation[          , genome  5407] predictions:    9680/  10000 (96.80%), best:    9737/10000 (97.37%), error:      1084.04907, best error:       885.12854 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 101.3051528931s, input_fired_time: 1.3716769218, output_fired_time: 1.3047952652, propagate_forward_time: 38.8437271118, propagate_backward_time: 57.0482711792, weight_update_time: 0.1504766196, other_time: 2.7366867065
epoch time: 8.4196252823s, input_fired_time: 0.1667323411, output_fired_time: 0.0000000000, propagate_forward_time: 7.7575087547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953837395
validation[          , genome  5407] predictions:    9664/  10000 (96.64%), best:    9737/10000 (97.37%), error:      1158.93835, best error:       885.12854 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 101.2919692993s, input_fired_time: 1.3736691475, output_fired_time: 1.3132292032, propagate_forward_time: 38.8309020996, propagate_backward_time: 57.0280761719, weight_update_time: 0.1518827975, other_time: 2.7460861206
epoch time: 8.4039068222s, input_fired_time: 0.1657746285, output_fired_time: 0.0000000000, propagate_forward_time: 7.7461333275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4919991493
validation[          , genome  5407] predictions:    9690/  10000 (96.90%), best:    9737/10000 (97.37%), error:      1101.86841, best error:       885.12854 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 101.3813781738s, input_fired_time: 1.3800851107, output_fired_time: 1.2985540628, propagate_forward_time: 38.8193435669, propagate_backward_time: 57.1089134216, weight_update_time: 0.1502685994, other_time: 2.7744789124
epoch time: 8.3993425369s, input_fired_time: 0.1684879065, output_fired_time: 0.0000000000, propagate_forward_time: 7.7384252548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4924297333
validation[          , genome  5407] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       953.57886, best error:       885.12854 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 101.3774337769s, input_fired_time: 1.3792721033, output_fired_time: 1.3040330410, propagate_forward_time: 38.8610000610, propagate_backward_time: 57.0572052002, weight_update_time: 0.1514572948, other_time: 2.7759246826
epoch time: 8.4582757950s, input_fired_time: 0.1686788052, output_fired_time: 0.0000000000, propagate_forward_time: 7.7836151123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5059814453
validation[          , genome  5407] predictions:    9677/  10000 (96.77%), best:    9737/10000 (97.37%), error:      1113.37012, best error:       885.12854 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 101.5117492676s, input_fired_time: 1.3891839981, output_fired_time: 1.3035056591, propagate_forward_time: 38.9163970947, propagate_backward_time: 57.0667037964, weight_update_time: 0.1536207944, other_time: 2.8359603882
epoch time: 8.4865274429s, input_fired_time: 0.1736299545, output_fired_time: 0.0000000000, propagate_forward_time: 7.8053035736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5075941086
validation[          , genome  5407] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       860.67944, best error:       860.67944 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 101.4957199097s, input_fired_time: 1.3973147869, output_fired_time: 1.3091192245, propagate_forward_time: 38.8850097656, propagate_backward_time: 57.0849723816, weight_update_time: 0.1530591995, other_time: 2.8193016052
epoch time: 8.4649200439s, input_fired_time: 0.1715731472, output_fired_time: 0.0000000000, propagate_forward_time: 7.7971963882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961509705
validation[          , genome  5407] predictions:    9648/  10000 (96.48%), best:    9752/10000 (97.52%), error:      1129.50476, best error:       860.67944 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 101.1126785278s, input_fired_time: 1.3899469376, output_fired_time: 1.3057354689, propagate_forward_time: 38.6872901917, propagate_backward_time: 56.9038238525, weight_update_time: 0.1520966291, other_time: 2.8258857727
epoch time: 8.4371232986s, input_fired_time: 0.1722694486, output_fired_time: 0.0000000000, propagate_forward_time: 7.7575421333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073113441
validation[          , genome  5407] predictions:    9656/  10000 (96.56%), best:    9752/10000 (97.52%), error:      1208.07617, best error:       860.67944 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 101.5449676514s, input_fired_time: 1.3765584230, output_fired_time: 1.3091945648, propagate_forward_time: 38.9232521057, propagate_backward_time: 57.1948356628, weight_update_time: 0.1501455456, other_time: 2.7411270142
epoch time: 8.4359378815s, input_fired_time: 0.1704887152, output_fired_time: 0.0000000000, propagate_forward_time: 7.7707958221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4946537018
validation[          , genome  5407] predictions:    9733/  10000 (97.33%), best:    9752/10000 (97.52%), error:       882.60327, best error:       860.67944 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 101.4087066650s, input_fired_time: 1.3870786428, output_fired_time: 1.3027682304, propagate_forward_time: 38.7961730957, propagate_backward_time: 57.1222000122, weight_update_time: 0.1510165781, other_time: 2.8004913330
epoch time: 8.3971214294s, input_fired_time: 0.1688467264, output_fired_time: 0.0000000000, propagate_forward_time: 7.7348861694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933881760
validation[          , genome  5407] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:      1035.88904, best error:       860.67944 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 101.5188598633s, input_fired_time: 1.3925373554, output_fired_time: 1.2989233732, propagate_forward_time: 38.8235206604, propagate_backward_time: 57.1723022461, weight_update_time: 0.1533875465, other_time: 2.8315773010
epoch time: 8.4273872375s, input_fired_time: 0.1710849404, output_fired_time: 0.0000000000, propagate_forward_time: 7.7491855621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071163177
validation[          , genome  5407] predictions:    9665/  10000 (96.65%), best:    9752/10000 (97.52%), error:      1109.72144, best error:       860.67944 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 101.5356292725s, input_fired_time: 1.3889532089, output_fired_time: 1.3064467907, propagate_forward_time: 38.8779220581, propagate_backward_time: 57.1325073242, weight_update_time: 0.1527768373, other_time: 2.8297958374
epoch time: 8.4824533463s, input_fired_time: 0.1758097112, output_fired_time: 0.0000000000, propagate_forward_time: 7.7995686531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070748329
validation[          , genome  5407] predictions:    9703/  10000 (97.03%), best:    9752/10000 (97.52%), error:       977.18811, best error:       860.67944 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 101.4759063721s, input_fired_time: 1.4052392244, output_fired_time: 1.3019579649, propagate_forward_time: 38.8738365173, propagate_backward_time: 57.0616607666, weight_update_time: 0.1528160125, other_time: 2.8332099915
epoch time: 8.4688663483s, input_fired_time: 0.1743497401, output_fired_time: 0.0000000000, propagate_forward_time: 7.7860074043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085091591
validation[          , genome  5407] predictions:    9709/  10000 (97.09%), best:    9752/10000 (97.52%), error:       981.05597, best error:       860.67944 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 101.2545318604s, input_fired_time: 1.3798054457, output_fired_time: 1.3026061058, propagate_forward_time: 38.7331542969, propagate_backward_time: 57.0813522339, weight_update_time: 0.1521766335, other_time: 2.7576141357
epoch time: 8.4704570770s, input_fired_time: 0.1721908450, output_fired_time: 0.0000000000, propagate_forward_time: 7.8028788567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4953875542
validation[          , genome  5407] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       936.54462, best error:       860.67944 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 101.6238098145s, input_fired_time: 1.3942458630, output_fired_time: 1.3121728897, propagate_forward_time: 38.9429397583, propagate_backward_time: 57.1407852173, weight_update_time: 0.1540454030, other_time: 2.8336639404
epoch time: 8.4721508026s, input_fired_time: 0.1733459383, output_fired_time: 0.0000000000, propagate_forward_time: 7.7924604416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063447952
validation[          , genome  5407] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       950.57153, best error:       860.67944 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 101.6554946899s, input_fired_time: 1.4029780626, output_fired_time: 1.3124874830, propagate_forward_time: 38.9219970703, propagate_backward_time: 57.1890945435, weight_update_time: 0.1531179696, other_time: 2.8289413452
epoch time: 8.4014778137s, input_fired_time: 0.1734429151, output_fired_time: 0.0000000000, propagate_forward_time: 7.7192754745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087594986
validation[          , genome  5407] predictions:    9693/  10000 (96.93%), best:    9752/10000 (97.52%), error:       991.48370, best error:       860.67944 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 101.8051376343s, input_fired_time: 1.4067316055, output_fired_time: 1.3074598312, propagate_forward_time: 38.9825668335, propagate_backward_time: 57.2764472961, weight_update_time: 0.1531274468, other_time: 2.8319358826
epoch time: 8.4812440872s, input_fired_time: 0.1743479967, output_fired_time: 0.0000000000, propagate_forward_time: 7.7965226173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5103735924
validation[          , genome  5407] predictions:    9646/  10000 (96.46%), best:    9752/10000 (97.52%), error:      1177.54138, best error:       860.67944 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 101.7001647949s, input_fired_time: 1.4019453526, output_fired_time: 1.3108903170, propagate_forward_time: 38.9650878906, propagate_backward_time: 57.1852493286, weight_update_time: 0.1532240808, other_time: 2.8369903564
epoch time: 8.4860143661s, input_fired_time: 0.1748456508, output_fired_time: 0.0000000000, propagate_forward_time: 7.8033475876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078210831
validation[          , genome  5407] predictions:    9667/  10000 (96.67%), best:    9752/10000 (97.52%), error:      1134.70801, best error:       860.67944 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 101.5680847168s, input_fired_time: 1.4043494463, output_fired_time: 1.3104794025, propagate_forward_time: 38.9035415649, propagate_backward_time: 57.1232299805, weight_update_time: 0.1534227431, other_time: 2.8264846802
epoch time: 8.4851665497s, input_fired_time: 0.1734445840, output_fired_time: 0.0000000000, propagate_forward_time: 7.8045182228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072035789
validation[          , genome  5407] predictions:    9683/  10000 (96.83%), best:    9752/10000 (97.52%), error:      1097.49255, best error:       860.67944 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 101.4732589722s, input_fired_time: 1.3885564804, output_fired_time: 1.3055911064, propagate_forward_time: 38.8495903015, propagate_backward_time: 57.1425094604, weight_update_time: 0.1509011686, other_time: 2.7870140076
epoch time: 8.4598140717s, input_fired_time: 0.1743800491, output_fired_time: 0.0000000000, propagate_forward_time: 7.7769479752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5084857941
validation[          , genome  5407] predictions:    9731/  10000 (97.31%), best:    9752/10000 (97.52%), error:       894.88196, best error:       860.67944 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 101.7364578247s, input_fired_time: 1.3830368519, output_fired_time: 1.3183022738, propagate_forward_time: 39.0877876282, propagate_backward_time: 57.1812934875, weight_update_time: 0.1520972550, other_time: 2.7660369873
epoch time: 8.4965267181s, input_fired_time: 0.1721109897, output_fired_time: 0.0000000000, propagate_forward_time: 7.8283591270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960570335
validation[          , genome  5407] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       976.02594, best error:       860.67944 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 101.6070785522s, input_fired_time: 1.3918195963, output_fired_time: 1.3136987686, propagate_forward_time: 39.0009765625, propagate_backward_time: 57.1484375000, weight_update_time: 0.1522854418, other_time: 2.7521438599
epoch time: 8.4814233780s, input_fired_time: 0.1716838330, output_fired_time: 0.0000000000, propagate_forward_time: 7.8126869202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970521927
validation[          , genome  5407] predictions:    9702/  10000 (97.02%), best:    9752/10000 (97.52%), error:      1017.76892, best error:       860.67944 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 101.5341720581s, input_fired_time: 1.4029496908, output_fired_time: 1.3102778196, propagate_forward_time: 38.8963851929, propagate_backward_time: 57.0882568359, weight_update_time: 0.1544696689, other_time: 2.8363037109
epoch time: 8.4337539673s, input_fired_time: 0.1725257784, output_fired_time: 0.0000000000, propagate_forward_time: 7.7529563904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082721710
validation[          , genome  5407] predictions:    9700/  10000 (97.00%), best:    9752/10000 (97.52%), error:       996.58466, best error:       860.67944 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 101.7224884033s, input_fired_time: 1.3972505331, output_fired_time: 1.3050736189, propagate_forward_time: 38.9476165771, propagate_backward_time: 57.2511863708, weight_update_time: 0.1535042226, other_time: 2.8213615417
epoch time: 8.4804811478s, input_fired_time: 0.1751253456, output_fired_time: 0.0000000000, propagate_forward_time: 7.7992234230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061326027
validation[          , genome  5407] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       921.10046, best error:       860.67944 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 101.6938171387s, input_fired_time: 1.4051933289, output_fired_time: 1.3022055626, propagate_forward_time: 38.9126930237, propagate_backward_time: 57.2476348877, weight_update_time: 0.1540436894, other_time: 2.8260841370
epoch time: 8.4198465347s, input_fired_time: 0.1714856327, output_fired_time: 0.0000000000, propagate_forward_time: 7.7544832230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4938774109
validation[          , genome  5407] predictions:    9681/  10000 (96.81%), best:    9752/10000 (97.52%), error:       991.54828, best error:       860.67944 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 101.8318634033s, input_fired_time: 1.3806104660, output_fired_time: 1.3153445721, propagate_forward_time: 38.9934883118, propagate_backward_time: 57.4032325745, weight_update_time: 0.1526425630, other_time: 2.7391891479
epoch time: 8.4671268463s, input_fired_time: 0.1707928330, output_fired_time: 0.0000000000, propagate_forward_time: 7.8029055595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934287071
validation[          , genome  5407] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:       994.68646, best error:       860.67944 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 101.3545761108s, input_fired_time: 1.3918954134, output_fired_time: 1.3106459379, propagate_forward_time: 38.8226585388, propagate_backward_time: 57.0724945068, weight_update_time: 0.1525910944, other_time: 2.7568778992
epoch time: 8.4352264404s, input_fired_time: 0.1730669886, output_fired_time: 0.0000000000, propagate_forward_time: 7.7642593384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4979000092
validation[          , genome  5407] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       978.30487, best error:       860.67944 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 101.4111557007s, input_fired_time: 1.3870279789, output_fired_time: 1.3002520800, propagate_forward_time: 38.8004493713, propagate_backward_time: 57.1523704529, weight_update_time: 0.1501468420, other_time: 2.7710494995
epoch time: 8.4301328659s, input_fired_time: 0.1720606089, output_fired_time: 0.0000000000, propagate_forward_time: 7.7643356323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937362671
validation[          , genome  5407] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       955.21759, best error:       860.67944 on epoch:    78, 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: 42.4240074158s, input_fired_time: 0.8722819090, output_fired_time: 0.0000000000, propagate_forward_time: 38.9365386963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6151885986
best training[          , genome  5407] predictions:   49553/  50000 (99.11%), best:    9752/10000 (97.52%), error:      1835.36377, best error:       860.67944 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 8.3830080032s, input_fired_time: 0.1724569350, output_fired_time: 0.0000000000, propagate_forward_time: 7.7051482201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5054030418
   testing[          , genome  5407] predictions:    9766/  10000 (97.66%), best:    9752/10000 (97.52%), error:       798.76965, best error:       860.67944 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:10:02 (4016): called boinc_finish(0)

</stderr_txt>
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