Nameexact_genome_1512568488_43_3729_0
Workunit2589955
Created7 Dec 2017, 6:27:52 UTC
Sent7 Dec 2017, 6:33:37 UTC
Report deadline9 Dec 2017, 9:22:37 UTC
Received7 Dec 2017, 7:52:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 18 min 26 sec
CPU time1 hours 13 min 2 sec
Validate stateValid
Credit529.34
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.21 MB
Peak swap size151.49 MB
Peak disk usage1.41 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0371006094, output_fired_time: 0.0000000000, propagate_forward_time: 2.9149012566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998425007
validation[          , genome  3729] predictions:    9316/  10000 (93.16%), best:    9345/10000 (93.45%), error:      2302.07227, best error:      2248.91846 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 39.4078330994s, input_fired_time: 0.2988221645, output_fired_time: 0.3081094325, propagate_forward_time: 14.3520326614, propagate_backward_time: 22.2655391693, weight_update_time: 0.1194959655, other_time: 2.1833324432
epoch time: 3.3795328140s, input_fired_time: 0.0377212316, output_fired_time: 0.0000000000, propagate_forward_time: 2.9469420910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3948695660
validation[          , genome  3729] predictions:    9333/  10000 (93.33%), best:    9333/10000 (93.33%), error:      2245.67603, best error:      2245.67603 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 38.5756149292s, input_fired_time: 0.2945407033, output_fired_time: 0.2998664975, propagate_forward_time: 14.0183820724, propagate_backward_time: 21.7974338531, weight_update_time: 0.1179604903, other_time: 2.1653919220
epoch time: 3.2033908367s, input_fired_time: 0.0362320766, output_fired_time: 0.0000000000, propagate_forward_time: 2.7863466740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808121681
validation[          , genome  3729] predictions:    9312/  10000 (93.12%), best:    9333/10000 (93.33%), error:      2280.29663, best error:      2245.67603 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.3126258850s, input_fired_time: 0.2981602848, output_fired_time: 0.3037578464, propagate_forward_time: 14.3518600464, propagate_backward_time: 22.1902103424, weight_update_time: 0.1192137301, other_time: 2.1686382294
epoch time: 3.2077915668s, input_fired_time: 0.0348417684, output_fired_time: 0.0000000000, propagate_forward_time: 2.7957916260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771581650
validation[          , genome  3729] predictions:    9349/  10000 (93.49%), best:    9349/10000 (93.49%), error:      2217.75977, best error:      2217.75977 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 40.3333511353s, input_fired_time: 0.3033798039, output_fired_time: 0.3127075434, propagate_forward_time: 14.6447668076, propagate_backward_time: 22.8502807617, weight_update_time: 0.1214721948, other_time: 2.2222175598
epoch time: 3.3832952976s, input_fired_time: 0.0378983617, output_fired_time: 0.0000000000, propagate_forward_time: 2.9385423660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068546295
validation[          , genome  3729] predictions:    9344/  10000 (93.44%), best:    9349/10000 (93.49%), error:      2218.60474, best error:      2217.75977 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 39.7435188293s, input_fired_time: 0.2996626496, output_fired_time: 0.3116270006, propagate_forward_time: 14.4309577942, propagate_backward_time: 22.4859962463, weight_update_time: 0.1238230690, other_time: 2.2152748108
epoch time: 3.3695597649s, input_fired_time: 0.0380168036, output_fired_time: 0.0000000000, propagate_forward_time: 2.9351975918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963453770
validation[          , genome  3729] predictions:    9319/  10000 (93.19%), best:    9349/10000 (93.49%), error:      2277.57300, best error:      2217.75977 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 39.7317199707s, input_fired_time: 0.3003211319, output_fired_time: 0.3065656424, propagate_forward_time: 14.4364461899, propagate_backward_time: 22.4860038757, weight_update_time: 0.1206075102, other_time: 2.2023849487
epoch time: 3.4854042530s, input_fired_time: 0.0386738889, output_fired_time: 0.0000000000, propagate_forward_time: 3.0442893505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024410248
validation[          , genome  3729] predictions:    9339/  10000 (93.39%), best:    9349/10000 (93.49%), error:      2230.62988, best error:      2217.75977 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 39.4167671204s, input_fired_time: 0.2986756265, output_fired_time: 0.3067410886, propagate_forward_time: 14.3376083374, propagate_backward_time: 22.2769203186, weight_update_time: 0.1220023185, other_time: 2.1968231201
epoch time: 3.3614540100s, input_fired_time: 0.0381939821, output_fired_time: 0.0000000000, propagate_forward_time: 2.9272770882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3959829807
validation[          , genome  3729] predictions:    9347/  10000 (93.47%), best:    9349/10000 (93.49%), error:      2229.56274, best error:      2217.75977 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 39.7893142700s, input_fired_time: 0.3012729287, output_fired_time: 0.3116985261, propagate_forward_time: 14.4306344986, propagate_backward_time: 22.5442104340, weight_update_time: 0.1225605682, other_time: 2.2014980316
epoch time: 3.4186341763s, input_fired_time: 0.0376392901, output_fired_time: 0.0000000000, propagate_forward_time: 2.9788002968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4021945000
validation[          , genome  3729] predictions:    9354/  10000 (93.54%), best:    9354/10000 (93.54%), error:      2167.68335, best error:      2167.68335 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 40.4509391785s, input_fired_time: 0.3075382411, output_fired_time: 0.3122316003, propagate_forward_time: 14.7618341446, propagate_backward_time: 22.8367862701, weight_update_time: 0.1241553128, other_time: 2.2325496674
epoch time: 3.3950216770s, input_fired_time: 0.0369768441, output_fired_time: 0.0000000000, propagate_forward_time: 2.9592063427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988385201
validation[          , genome  3729] predictions:    9325/  10000 (93.25%), best:    9354/10000 (93.54%), error:      2290.67578, best error:      2167.68335 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 39.5913085938s, input_fired_time: 0.3015205562, output_fired_time: 0.3073349595, propagate_forward_time: 14.3743610382, propagate_backward_time: 22.4061393738, weight_update_time: 0.1204837710, other_time: 2.2019519806
epoch time: 3.3527481556s, input_fired_time: 0.0373717472, output_fired_time: 0.0000000000, propagate_forward_time: 2.9184460640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969304562
validation[          , genome  3729] predictions:    9329/  10000 (93.29%), best:    9354/10000 (93.54%), error:      2223.29932, best error:      2167.68335 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 39.6889457703s, input_fired_time: 0.3020592928, output_fired_time: 0.3096421957, propagate_forward_time: 14.4169530869, propagate_backward_time: 22.4582958221, weight_update_time: 0.1201953143, other_time: 2.2019939423
epoch time: 3.2042469978s, input_fired_time: 0.0356057063, output_fired_time: 0.0000000000, propagate_forward_time: 2.7900352478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3786060810
validation[          , genome  3729] predictions:    9362/  10000 (93.62%), best:    9354/10000 (93.54%), error:      2195.86353, best error:      2167.68335 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 39.7573204041s, input_fired_time: 0.3016690314, output_fired_time: 0.3079127669, propagate_forward_time: 14.4491291046, propagate_backward_time: 22.5024662018, weight_update_time: 0.1198088974, other_time: 2.1961441040
epoch time: 3.4033608437s, input_fired_time: 0.0377915241, output_fired_time: 0.0000000000, propagate_forward_time: 2.9656770229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998923302
validation[          , genome  3729] predictions:    9344/  10000 (93.44%), best:    9354/10000 (93.54%), error:      2173.53198, best error:      2167.68335 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.4800415039s, input_fired_time: 0.3029943407, output_fired_time: 0.3056786060, propagate_forward_time: 14.3463497162, propagate_backward_time: 22.3258609772, weight_update_time: 0.1196980998, other_time: 2.1991577148
epoch time: 3.2379519939s, input_fired_time: 0.0360962935, output_fired_time: 0.0000000000, propagate_forward_time: 2.8197934628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820621967
validation[          , genome  3729] predictions:    9321/  10000 (93.21%), best:    9354/10000 (93.54%), error:      2296.32568, best error:      2167.68335 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 40.2128524780s, input_fired_time: 0.3006157279, output_fired_time: 0.3121320307, propagate_forward_time: 14.5959711075, propagate_backward_time: 22.7830467224, weight_update_time: 0.1229750812, other_time: 2.2210845947
epoch time: 3.3739666939s, input_fired_time: 0.0373783894, output_fired_time: 0.0000000000, propagate_forward_time: 2.9411151409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954732418
validation[          , genome  3729] predictions:    9337/  10000 (93.37%), best:    9354/10000 (93.54%), error:      2254.88574, best error:      2167.68335 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 40.4816055298s, input_fired_time: 0.3075731397, output_fired_time: 0.3141118884, propagate_forward_time: 14.7068424225, propagate_backward_time: 22.9257564545, weight_update_time: 0.1231544986, other_time: 2.2273216248
epoch time: 3.2855806351s, input_fired_time: 0.0372880213, output_fired_time: 0.0000000000, propagate_forward_time: 2.8602468967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880457878
validation[          , genome  3729] predictions:    9329/  10000 (93.29%), best:    9354/10000 (93.54%), error:      2239.12915, best error:      2167.68335 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 38.9472427368s, input_fired_time: 0.2997539043, output_fired_time: 0.3049360216, propagate_forward_time: 14.1779670715, propagate_backward_time: 21.9832553864, weight_update_time: 0.1191500351, other_time: 2.1813297272
epoch time: 3.4119329453s, input_fired_time: 0.0378832705, output_fired_time: 0.0000000000, propagate_forward_time: 2.9751892090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988604546
validation[          , genome  3729] predictions:    9339/  10000 (93.39%), best:    9354/10000 (93.54%), error:      2179.53735, best error:      2167.68335 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 39.9677963257s, input_fired_time: 0.3047203422, output_fired_time: 0.3138887882, propagate_forward_time: 14.5504379272, propagate_backward_time: 22.5971240997, weight_update_time: 0.1208212525, other_time: 2.2016239166
epoch time: 3.1760244370s, input_fired_time: 0.0366990790, output_fired_time: 0.0000000000, propagate_forward_time: 2.7612576485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780677319
validation[          , genome  3729] predictions:    9359/  10000 (93.59%), best:    9354/10000 (93.54%), error:      2200.02637, best error:      2167.68335 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.3349914551s, input_fired_time: 0.3032661676, output_fired_time: 0.3113989234, propagate_forward_time: 14.6710758209, propagate_backward_time: 22.8361415863, weight_update_time: 0.1236860231, other_time: 2.2131118774
epoch time: 3.3323545456s, input_fired_time: 0.0387353301, output_fired_time: 0.0000000000, propagate_forward_time: 2.8933017254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003174305
validation[          , genome  3729] predictions:    9360/  10000 (93.60%), best:    9360/10000 (93.60%), error:      2158.92700, best error:      2158.92700 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 39.1091346741s, input_fired_time: 0.2991291285, output_fired_time: 0.3027147055, propagate_forward_time: 14.1954984665, propagate_backward_time: 22.1214160919, weight_update_time: 0.1182806194, other_time: 2.1903743744
epoch time: 3.4492275715s, input_fired_time: 0.0397499017, output_fired_time: 0.0000000000, propagate_forward_time: 3.0092632771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002144337
validation[          , genome  3729] predictions:    9299/  10000 (92.99%), best:    9360/10000 (93.60%), error:      2308.17212, best error:      2158.92700 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 39.3546981812s, input_fired_time: 0.2998761237, output_fired_time: 0.3065365553, propagate_forward_time: 14.2804250717, propagate_backward_time: 22.2693405151, weight_update_time: 0.1201498359, other_time: 2.1985168457
epoch time: 3.3199260235s, input_fired_time: 0.0373744257, output_fired_time: 0.0000000000, propagate_forward_time: 2.8891301155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3934214115
validation[          , genome  3729] predictions:    9360/  10000 (93.60%), best:    9360/10000 (93.60%), error:      2114.94067, best error:      2114.94067 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 40.4274177551s, input_fired_time: 0.3046534956, output_fired_time: 0.3133752048, propagate_forward_time: 14.6631498337, propagate_backward_time: 22.9271068573, weight_update_time: 0.1225436926, other_time: 2.2191333771
epoch time: 3.2128975391s, input_fired_time: 0.0379811972, output_fired_time: 0.0000000000, propagate_forward_time: 2.7823019028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926143646
validation[          , genome  3729] predictions:    9320/  10000 (93.20%), best:    9360/10000 (93.60%), error:      2211.42578, best error:      2114.94067 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 40.3129806519s, input_fired_time: 0.3051622808, output_fired_time: 0.3117887080, propagate_forward_time: 14.6502180099, propagate_backward_time: 22.8347740173, weight_update_time: 0.1220651716, other_time: 2.2110366821
epoch time: 3.4208757877s, input_fired_time: 0.0386814773, output_fired_time: 0.0000000000, propagate_forward_time: 2.9842228889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979713917
validation[          , genome  3729] predictions:    9315/  10000 (93.15%), best:    9360/10000 (93.60%), error:      2270.40625, best error:      2114.94067 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.9303054810s, input_fired_time: 0.3032566607, output_fired_time: 0.3118113279, propagate_forward_time: 14.5412292480, propagate_backward_time: 22.5715980530, weight_update_time: 0.1217828840, other_time: 2.2024116516
epoch time: 3.3672602177s, input_fired_time: 0.0374452099, output_fired_time: 0.0000000000, propagate_forward_time: 2.9347405434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3950743675
validation[          , genome  3729] predictions:    9355/  10000 (93.55%), best:    9360/10000 (93.60%), error:      2137.73047, best error:      2114.94067 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 40.1101493835s, input_fired_time: 0.3060470819, output_fired_time: 0.3102102876, propagate_forward_time: 14.6035375595, propagate_backward_time: 22.7012100220, weight_update_time: 0.1212780178, other_time: 2.1891441345
epoch time: 3.4348556995s, input_fired_time: 0.0376379341, output_fired_time: 0.0000000000, propagate_forward_time: 2.9987497330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984680176
validation[          , genome  3729] predictions:    9364/  10000 (93.64%), best:    9364/10000 (93.64%), error:      2107.14746, best error:      2107.14746 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.6526794434s, input_fired_time: 0.3001426458, output_fired_time: 0.3046554923, propagate_forward_time: 14.4434785843, propagate_backward_time: 22.4178314209, weight_update_time: 0.1197693497, other_time: 2.1865692139
epoch time: 3.3875064850s, input_fired_time: 0.0377488211, output_fired_time: 0.0000000000, propagate_forward_time: 2.9536929131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3960647583
validation[          , genome  3729] predictions:    9360/  10000 (93.60%), best:    9364/10000 (93.64%), error:      2135.81055, best error:      2107.14746 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 39.5822906494s, input_fired_time: 0.2987106144, output_fired_time: 0.3056530356, propagate_forward_time: 14.3898859024, propagate_backward_time: 22.3882408142, weight_update_time: 0.1194127053, other_time: 2.1998023987
epoch time: 3.3632147312s, input_fired_time: 0.0375840925, output_fired_time: 0.0000000000, propagate_forward_time: 2.9286861420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969445229
validation[          , genome  3729] predictions:    9363/  10000 (93.63%), best:    9364/10000 (93.64%), error:      2108.27100, best error:      2107.14746 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 40.0003585815s, input_fired_time: 0.3038388491, output_fired_time: 0.3112543225, propagate_forward_time: 14.5544424057, propagate_backward_time: 22.6212539673, weight_update_time: 0.1208203509, other_time: 2.2095680237
epoch time: 3.3278284073s, input_fired_time: 0.0383636132, output_fired_time: 0.0000000000, propagate_forward_time: 2.8948729038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945918083
validation[          , genome  3729] predictions:    9387/  10000 (93.87%), best:    9387/10000 (93.87%), error:      2102.95581, best error:      2102.95581 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 39.0693626404s, input_fired_time: 0.3041871488, output_fired_time: 0.3027378321, propagate_forward_time: 14.1979894638, propagate_backward_time: 22.0915374756, weight_update_time: 0.1186727807, other_time: 2.1729087830
epoch time: 3.3870427608s, input_fired_time: 0.0387709439, output_fired_time: 0.0000000000, propagate_forward_time: 2.9489426613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993291855
validation[          , genome  3729] predictions:    9363/  10000 (93.63%), best:    9387/10000 (93.87%), error:      2149.15869, best error:      2102.95581 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 39.4950599670s, input_fired_time: 0.3027731776, output_fired_time: 0.3072275221, propagate_forward_time: 14.3612327576, propagate_backward_time: 22.3398227692, weight_update_time: 0.1194105521, other_time: 2.1840038300
epoch time: 3.2738821507s, input_fired_time: 0.0377661511, output_fired_time: 0.0000000000, propagate_forward_time: 2.8417115211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944044113
validation[          , genome  3729] predictions:    9384/  10000 (93.84%), best:    9384/10000 (93.84%), error:      2101.02466, best error:      2101.02466 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 39.8353767395s, input_fired_time: 0.3049713671, output_fired_time: 0.3112879694, propagate_forward_time: 14.4568252563, propagate_backward_time: 22.5676975250, weight_update_time: 0.1197068989, other_time: 2.1945972443
epoch time: 3.2864725590s, input_fired_time: 0.0370507576, output_fired_time: 0.0000000000, propagate_forward_time: 2.8606030941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888187408
validation[          , genome  3729] predictions:    9384/  10000 (93.84%), best:    9384/10000 (93.84%), error:      2116.30981, best error:      2101.02466 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 39.9645538330s, input_fired_time: 0.3050141931, output_fired_time: 0.3113462925, propagate_forward_time: 14.5392360687, propagate_backward_time: 22.6163368225, weight_update_time: 0.1239482388, other_time: 2.1926174164
epoch time: 3.2883737087s, input_fired_time: 0.0369929001, output_fired_time: 0.0000000000, propagate_forward_time: 2.8591542244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3922266960
validation[          , genome  3729] predictions:    9367/  10000 (93.67%), best:    9384/10000 (93.84%), error:      2148.69214, best error:      2101.02466 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 39.8027839661s, input_fired_time: 0.3025684357, output_fired_time: 0.3120178580, propagate_forward_time: 14.4745359421, propagate_backward_time: 22.5304279327, weight_update_time: 0.1207166612, other_time: 2.1832294464
epoch time: 3.2903783321s, input_fired_time: 0.0374251679, output_fired_time: 0.0000000000, propagate_forward_time: 2.8575136662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954393864
validation[          , genome  3729] predictions:    9353/  10000 (93.53%), best:    9384/10000 (93.84%), error:      2164.43408, best error:      2101.02466 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 39.4082450867s, input_fired_time: 0.3036444187, output_fired_time: 0.3069609404, propagate_forward_time: 14.3037414551, propagate_backward_time: 22.3088951111, weight_update_time: 0.1215175316, other_time: 2.1850013733
epoch time: 3.3641998768s, input_fired_time: 0.0381263047, output_fired_time: 0.0000000000, propagate_forward_time: 2.9315025806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945710659
validation[          , genome  3729] predictions:    9386/  10000 (93.86%), best:    9386/10000 (93.86%), error:      2065.85986, best error:      2065.85986 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 40.0481147766s, input_fired_time: 0.3050591052, output_fired_time: 0.3137760162, propagate_forward_time: 14.5857667923, propagate_backward_time: 22.6251430511, weight_update_time: 0.1223001555, other_time: 2.2183742523
epoch time: 3.1605329514s, input_fired_time: 0.0375092961, output_fired_time: 0.0000000000, propagate_forward_time: 2.7350594997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879642487
validation[          , genome  3729] predictions:    9350/  10000 (93.50%), best:    9386/10000 (93.86%), error:      2152.16504, best error:      2065.85986 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 39.8275642395s, input_fired_time: 0.3059695959, output_fired_time: 0.3093453646, propagate_forward_time: 14.3989677429, propagate_backward_time: 22.6269969940, weight_update_time: 0.1203039438, other_time: 2.1862850189
epoch time: 3.2550504208s, input_fired_time: 0.0365926586, output_fired_time: 0.0000000000, propagate_forward_time: 2.8302187920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882389069
validation[          , genome  3729] predictions:    9362/  10000 (93.62%), best:    9386/10000 (93.86%), error:      2122.78271, best error:      2065.85986 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 39.6872329712s, input_fired_time: 0.3049464226, output_fired_time: 0.3083682954, propagate_forward_time: 14.4371767044, propagate_backward_time: 22.4419765472, weight_update_time: 0.1204371229, other_time: 2.1947650909
epoch time: 3.3748953342s, input_fired_time: 0.0375618376, output_fired_time: 0.0000000000, propagate_forward_time: 2.9456825256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916509151
validation[          , genome  3729] predictions:    9380/  10000 (93.80%), best:    9386/10000 (93.86%), error:      2088.47461, best error:      2065.85986 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 40.1800270081s, input_fired_time: 0.3083836436, output_fired_time: 0.3110735416, propagate_forward_time: 14.6841259003, propagate_backward_time: 22.6709346771, weight_update_time: 0.1208417937, other_time: 2.2055091858
epoch time: 3.3081464767s, input_fired_time: 0.0377594940, output_fired_time: 0.0000000000, propagate_forward_time: 2.8770778179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933091164
validation[          , genome  3729] predictions:    9383/  10000 (93.83%), best:    9386/10000 (93.86%), error:      2091.08887, best error:      2065.85986 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 40.3531913757s, input_fired_time: 0.3065436482, output_fired_time: 0.3122297525, propagate_forward_time: 14.6417579651, propagate_backward_time: 22.8833847046, weight_update_time: 0.1222249195, other_time: 2.2092742920
epoch time: 3.3145997524s, input_fired_time: 0.0378480740, output_fired_time: 0.0000000000, propagate_forward_time: 2.8898308277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869209290
validation[          , genome  3729] predictions:    9368/  10000 (93.68%), best:    9386/10000 (93.86%), error:      2155.04175, best error:      2065.85986 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 39.9738082886s, input_fired_time: 0.3044625819, output_fired_time: 0.3105907440, propagate_forward_time: 14.5519876480, propagate_backward_time: 22.6010780334, weight_update_time: 0.1240600049, other_time: 2.2056922913
epoch time: 3.3338415623s, input_fired_time: 0.0378079973, output_fired_time: 0.0000000000, propagate_forward_time: 2.9006140232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954195976
validation[          , genome  3729] predictions:    9372/  10000 (93.72%), best:    9386/10000 (93.86%), error:      2083.94141, best error:      2065.85986 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 38.7222137451s, input_fired_time: 0.3014652133, output_fired_time: 0.3013494313, propagate_forward_time: 14.0401906967, propagate_backward_time: 21.8973865509, weight_update_time: 0.1182583049, other_time: 2.1818218231
epoch time: 3.1874666214s, input_fired_time: 0.0367587209, output_fired_time: 0.0000000000, propagate_forward_time: 2.7730309963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776769638
validation[          , genome  3729] predictions:    9368/  10000 (93.68%), best:    9386/10000 (93.86%), error:      2136.58350, best error:      2065.85986 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 39.6773376465s, input_fired_time: 0.3042244315, output_fired_time: 0.3108158112, propagate_forward_time: 14.3888893127, propagate_backward_time: 22.4649810791, weight_update_time: 0.1187751889, other_time: 2.2084236145
epoch time: 3.3934454918s, input_fired_time: 0.0381361060, output_fired_time: 0.0000000000, propagate_forward_time: 2.9599351883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953742981
validation[          , genome  3729] predictions:    9365/  10000 (93.65%), best:    9386/10000 (93.86%), error:      2119.63062, best error:      2065.85986 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 39.4293479919s, input_fired_time: 0.3038954139, output_fired_time: 0.3060718775, propagate_forward_time: 14.3213119507, propagate_backward_time: 22.2954368591, weight_update_time: 0.1217837930, other_time: 2.2026329041
epoch time: 3.0090651512s, input_fired_time: 0.0360646732, output_fired_time: 0.0000000000, propagate_forward_time: 2.6000413895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729591370
validation[          , genome  3729] predictions:    9399/  10000 (93.99%), best:    9399/10000 (93.99%), error:      2063.66187, best error:      2063.66187 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 39.9089012146s, input_fired_time: 0.3045205772, output_fired_time: 0.3131334186, propagate_forward_time: 14.4814882278, propagate_backward_time: 22.5984516144, weight_update_time: 0.1225659177, other_time: 2.2113094330
epoch time: 3.4641835690s, input_fired_time: 0.0397512317, output_fired_time: 0.0000000000, propagate_forward_time: 3.0212669373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031653404
validation[          , genome  3729] predictions:    9383/  10000 (93.83%), best:    9399/10000 (93.99%), error:      2067.33374, best error:      2063.66187 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 39.3271446228s, input_fired_time: 0.3068968356, output_fired_time: 0.3075624704, propagate_forward_time: 14.3108596802, propagate_backward_time: 22.2246742249, weight_update_time: 0.1192328259, other_time: 2.1771507263
epoch time: 3.3618781567s, input_fired_time: 0.0390353687, output_fired_time: 0.0000000000, propagate_forward_time: 2.9288508892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3939919472
validation[          , genome  3729] predictions:    9391/  10000 (93.91%), best:    9399/10000 (93.99%), error:      2077.19482, best error:      2063.66187 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 39.7020950317s, input_fired_time: 0.3044622242, output_fired_time: 0.3088229299, propagate_forward_time: 14.4405393600, propagate_backward_time: 22.4453315735, weight_update_time: 0.1214552000, other_time: 2.2029380798
epoch time: 3.1290230751s, input_fired_time: 0.0374046788, output_fired_time: 0.0000000000, propagate_forward_time: 2.7096908092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819274902
validation[          , genome  3729] predictions:    9356/  10000 (93.56%), best:    9399/10000 (93.99%), error:      2176.15771, best error:      2063.66187 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 39.4751548767s, input_fired_time: 0.3050713241, output_fired_time: 0.3071183562, propagate_forward_time: 14.3492555618, propagate_backward_time: 22.3478145599, weight_update_time: 0.1208082736, other_time: 2.1658954620
epoch time: 3.2608735561s, input_fired_time: 0.0379527025, output_fired_time: 0.0000000000, propagate_forward_time: 2.8437631130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3791577816
validation[          , genome  3729] predictions:    9376/  10000 (93.76%), best:    9399/10000 (93.99%), error:      2090.83643, best error:      2063.66187 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 37.9260597229s, input_fired_time: 0.2919988334, output_fired_time: 0.2928476930, propagate_forward_time: 13.8048477173, propagate_backward_time: 21.4265594482, weight_update_time: 0.1174386889, other_time: 2.1098060608
epoch time: 3.1929128170s, input_fired_time: 0.0364386328, output_fired_time: 0.0000000000, propagate_forward_time: 2.7765512466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3799228668
validation[          , genome  3729] predictions:    9378/  10000 (93.78%), best:    9399/10000 (93.99%), error:      2149.17700, best error:      2063.66187 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 39.0406951904s, input_fired_time: 0.3017675877, output_fired_time: 0.3015027344, propagate_forward_time: 14.2214431763, propagate_backward_time: 22.0542678833, weight_update_time: 0.1198334396, other_time: 2.1617126465
epoch time: 3.2767839432s, input_fired_time: 0.0383992232, output_fired_time: 0.0000000000, propagate_forward_time: 2.8447875977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935971260
validation[          , genome  3729] predictions:    9365/  10000 (93.65%), best:    9399/10000 (93.99%), error:      2069.98193, best error:      2063.66187 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 40.1408653259s, input_fired_time: 0.3081467748, output_fired_time: 0.3117009401, propagate_forward_time: 14.6355190277, propagate_backward_time: 22.6804504395, weight_update_time: 0.1230333969, other_time: 2.2050457001
epoch time: 3.3878338337s, input_fired_time: 0.0382959321, output_fired_time: 0.0000000000, propagate_forward_time: 2.9558918476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936460018
validation[          , genome  3729] predictions:    9375/  10000 (93.75%), best:    9399/10000 (93.99%), error:      2108.87598, best error:      2063.66187 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 39.7606353760s, input_fired_time: 0.3062124848, output_fired_time: 0.3071950078, propagate_forward_time: 14.4880743027, propagate_backward_time: 22.4684467316, weight_update_time: 0.1216647923, other_time: 2.1907062531
epoch time: 3.3328652382s, input_fired_time: 0.0386649705, output_fired_time: 0.0000000000, propagate_forward_time: 2.9012937546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929064274
validation[          , genome  3729] predictions:    9371/  10000 (93.71%), best:    9399/10000 (93.99%), error:      2122.86938, best error:      2063.66187 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 39.2590293884s, input_fired_time: 0.3037086427, output_fired_time: 0.3084679246, propagate_forward_time: 14.3417234421, propagate_backward_time: 22.1350307465, weight_update_time: 0.1179676279, other_time: 2.1700992584
epoch time: 3.2080824375s, input_fired_time: 0.0387032963, output_fired_time: 0.0000000000, propagate_forward_time: 2.7732484341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961308002
validation[          , genome  3729] predictions:    9362/  10000 (93.62%), best:    9399/10000 (93.99%), error:      2128.95142, best error:      2063.66187 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 39.4752349854s, input_fired_time: 0.3061617613, output_fired_time: 0.3077305853, propagate_forward_time: 14.3366174698, propagate_backward_time: 22.3265838623, weight_update_time: 0.1204495281, other_time: 2.1981430054
epoch time: 3.2337689400s, input_fired_time: 0.0387589149, output_fired_time: 0.0000000000, propagate_forward_time: 2.8094289303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855810165
validation[          , genome  3729] predictions:    9370/  10000 (93.70%), best:    9399/10000 (93.99%), error:      2097.84766, best error:      2063.66187 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 39.4317626953s, input_fired_time: 0.3053136468, output_fired_time: 0.3039172292, propagate_forward_time: 14.3120441437, propagate_backward_time: 22.3208198547, weight_update_time: 0.1201824099, other_time: 2.1896686554
epoch time: 3.2985854149s, input_fired_time: 0.0382237956, output_fired_time: 0.0000000000, propagate_forward_time: 2.8688020706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915596008
validation[          , genome  3729] predictions:    9389/  10000 (93.89%), best:    9399/10000 (93.99%), error:      2088.02979, best error:      2063.66187 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 39.9681205750s, input_fired_time: 0.3106366694, output_fired_time: 0.3140851259, propagate_forward_time: 14.5302362442, propagate_backward_time: 22.6036262512, weight_update_time: 0.1216622293, other_time: 2.2095336914
epoch time: 3.3011233807s, input_fired_time: 0.0389138497, output_fired_time: 0.0000000000, propagate_forward_time: 2.8669521809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952572346
validation[          , genome  3729] predictions:    9375/  10000 (93.75%), best:    9399/10000 (93.99%), error:      2068.88208, best error:      2063.66187 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.7455673218s, input_fired_time: 0.3067044914, output_fired_time: 0.3111581206, propagate_forward_time: 14.4682807922, propagate_backward_time: 22.4605197906, weight_update_time: 0.1220477000, other_time: 2.1989040375
epoch time: 3.3804819584s, input_fired_time: 0.0386382788, output_fired_time: 0.0000000000, propagate_forward_time: 2.9466667175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951768875
validation[          , genome  3729] predictions:    9376/  10000 (93.76%), best:    9399/10000 (93.99%), error:      2124.35400, best error:      2063.66187 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.2338180542s, input_fired_time: 0.3109849989, output_fired_time: 0.3167536259, propagate_forward_time: 14.6863327026, propagate_backward_time: 22.7053413391, weight_update_time: 0.1221470609, other_time: 2.2144050598
epoch time: 3.2992768288s, input_fired_time: 0.0381699689, output_fired_time: 0.0000000000, propagate_forward_time: 2.8752570152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858499527
validation[          , genome  3729] predictions:    9392/  10000 (93.92%), best:    9392/10000 (93.92%), error:      2063.03320, best error:      2063.03320 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 39.7803306580s, input_fired_time: 0.3090884984, output_fired_time: 0.3118166625, propagate_forward_time: 14.4658708572, propagate_backward_time: 22.4952163696, weight_update_time: 0.1208768636, other_time: 2.1983375549
epoch time: 3.4152269363s, input_fired_time: 0.0391662866, output_fired_time: 0.0000000000, propagate_forward_time: 2.9756779671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003827572
validation[          , genome  3729] predictions:    9382/  10000 (93.82%), best:    9382/10000 (93.82%), error:      2060.01270, best error:      2060.01270 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 40.1755790710s, input_fired_time: 0.3096564710, output_fired_time: 0.3141547143, propagate_forward_time: 14.6482486725, propagate_backward_time: 22.7062549591, weight_update_time: 0.1215460151, other_time: 2.1972618103
epoch time: 3.3014883995s, input_fired_time: 0.0397321060, output_fired_time: 0.0000000000, propagate_forward_time: 2.8665003777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3952558041
validation[          , genome  3729] predictions:    9384/  10000 (93.84%), best:    9382/10000 (93.82%), error:      2103.98193, best error:      2060.01270 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 39.6873245239s, input_fired_time: 0.3076311946, output_fired_time: 0.3077480197, propagate_forward_time: 14.4086437225, propagate_backward_time: 22.4549579620, weight_update_time: 0.1208301708, other_time: 2.2083435059
epoch time: 3.2037503719s, input_fired_time: 0.0370796993, output_fired_time: 0.0000000000, propagate_forward_time: 2.7902829647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763875961
validation[          , genome  3729] predictions:    9394/  10000 (93.94%), best:    9382/10000 (93.82%), error:      2085.06714, best error:      2060.01270 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 40.5495910645s, input_fired_time: 0.3157115877, output_fired_time: 0.3157969117, propagate_forward_time: 14.7477760315, propagate_backward_time: 22.9465465546, weight_update_time: 0.1239188090, other_time: 2.2237606049
epoch time: 3.4347400665s, input_fired_time: 0.0398678780, output_fired_time: 0.0000000000, propagate_forward_time: 2.9900691509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048030376
validation[          , genome  3729] predictions:    9359/  10000 (93.59%), best:    9382/10000 (93.82%), error:      2131.63086, best error:      2060.01270 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 39.7698249817s, input_fired_time: 0.3068470657, output_fired_time: 0.3097490072, propagate_forward_time: 14.4813117981, propagate_backward_time: 22.4545135498, weight_update_time: 0.1215250418, other_time: 2.2174034119
epoch time: 3.2177295685s, input_fired_time: 0.0375168771, output_fired_time: 0.0000000000, propagate_forward_time: 2.7953617573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848509789
validation[          , genome  3729] predictions:    9364/  10000 (93.64%), best:    9382/10000 (93.82%), error:      2108.00317, best error:      2060.01270 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 39.9629058838s, input_fired_time: 0.3074937165, output_fired_time: 0.3099891543, propagate_forward_time: 14.5004930496, propagate_backward_time: 22.6321258545, weight_update_time: 0.1219079718, other_time: 2.2128028870
epoch time: 3.3089749813s, input_fired_time: 0.0392984785, output_fired_time: 0.0000000000, propagate_forward_time: 2.8802804947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893959522
validation[          , genome  3729] predictions:    9397/  10000 (93.97%), best:    9382/10000 (93.82%), error:      2074.59521, best error:      2060.01270 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 39.9763298035s, input_fired_time: 0.3085765541, output_fired_time: 0.3085105121, propagate_forward_time: 14.4979248047, propagate_backward_time: 22.6545696259, weight_update_time: 0.1237635091, other_time: 2.2067508698
epoch time: 3.3814055920s, input_fired_time: 0.0389668383, output_fired_time: 0.0000000000, propagate_forward_time: 2.9473025799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951361179
validation[          , genome  3729] predictions:    9353/  10000 (93.53%), best:    9382/10000 (93.82%), error:      2192.76440, best error:      2060.01270 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 38.7342224121s, input_fired_time: 0.3016016483, output_fired_time: 0.3025660515, propagate_forward_time: 14.0374937057, propagate_backward_time: 21.9258308411, weight_update_time: 0.1187244356, other_time: 2.1667289734
epoch time: 3.3073813915s, input_fired_time: 0.0392423794, output_fired_time: 0.0000000000, propagate_forward_time: 2.8635520935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045870304
validation[          , genome  3729] predictions:    9365/  10000 (93.65%), best:    9382/10000 (93.82%), error:      2164.44263, best error:      2060.01270 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 40.3623352051s, input_fired_time: 0.3100929558, output_fired_time: 0.3139891624, propagate_forward_time: 14.7052268982, propagate_backward_time: 22.8195972443, weight_update_time: 0.1222427487, other_time: 2.2134304047
epoch time: 3.3850376606s, input_fired_time: 0.0406309329, output_fired_time: 0.0000000000, propagate_forward_time: 2.9462802410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981266022
validation[          , genome  3729] predictions:    9390/  10000 (93.90%), best:    9382/10000 (93.82%), error:      2069.57153, best error:      2060.01270 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 39.9118576050s, input_fired_time: 0.3083092570, output_fired_time: 0.3112171888, propagate_forward_time: 14.4934244156, propagate_backward_time: 22.5960483551, weight_update_time: 0.1207820922, other_time: 2.2028598785
epoch time: 3.2518348694s, input_fired_time: 0.0384829305, output_fired_time: 0.0000000000, propagate_forward_time: 2.8290171623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843348026
validation[          , genome  3729] predictions:    9387/  10000 (93.87%), best:    9382/10000 (93.82%), error:      2071.41870, best error:      2060.01270 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 40.5807723999s, input_fired_time: 0.3151053190, output_fired_time: 0.3162238598, propagate_forward_time: 14.7524242401, propagate_backward_time: 22.9818706512, weight_update_time: 0.1210416257, other_time: 2.2151489258
epoch time: 3.4241116047s, input_fired_time: 0.0403735898, output_fired_time: 0.0000000000, propagate_forward_time: 2.9859025478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978354931
validation[          , genome  3729] predictions:    9389/  10000 (93.89%), best:    9382/10000 (93.82%), error:      2072.02881, best error:      2060.01270 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 39.5898132324s, input_fired_time: 0.3090986311, output_fired_time: 0.3096622229, propagate_forward_time: 14.4001426697, propagate_backward_time: 22.3769245148, weight_update_time: 0.1208235398, other_time: 2.1939868927
epoch time: 3.3137180805s, input_fired_time: 0.0386351719, output_fired_time: 0.0000000000, propagate_forward_time: 2.8829779625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921048641
validation[          , genome  3729] predictions:    9373/  10000 (93.73%), best:    9382/10000 (93.82%), error:      2085.67285, best error:      2060.01270 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 39.7971420288s, input_fired_time: 0.3087083995, output_fired_time: 0.3080031872, propagate_forward_time: 14.4660501480, propagate_backward_time: 22.5144977570, weight_update_time: 0.1208938509, other_time: 2.1998844147
epoch time: 3.2011864185s, input_fired_time: 0.0391008221, output_fired_time: 0.0000000000, propagate_forward_time: 2.7904963493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3715891838
validation[          , genome  3729] predictions:    9389/  10000 (93.89%), best:    9389/10000 (93.89%), error:      2046.81848, best error:      2046.81848 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 40.0064849854s, input_fired_time: 0.3106631041, output_fired_time: 0.3146195412, propagate_forward_time: 14.5715103149, propagate_backward_time: 22.5878295898, weight_update_time: 0.1208275110, other_time: 2.2218627930
epoch time: 3.4472010136s, input_fired_time: 0.0405084901, output_fired_time: 0.0000000000, propagate_forward_time: 3.0126101971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940823078
validation[          , genome  3729] predictions:    9399/  10000 (93.99%), best:    9389/10000 (93.89%), error:      2058.97314, best error:      2046.81848 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 40.0147857666s, input_fired_time: 0.3139059842, output_fired_time: 0.3107681870, propagate_forward_time: 14.4969196320, propagate_backward_time: 22.6860828400, weight_update_time: 0.1219489649, other_time: 2.2071075439
epoch time: 3.3473250866s, input_fired_time: 0.0394752137, output_fired_time: 0.0000000000, propagate_forward_time: 2.9054634571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023864269
validation[          , genome  3729] predictions:    9388/  10000 (93.88%), best:    9389/10000 (93.89%), error:      2061.14600, best error:      2046.81848 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 39.7123451233s, input_fired_time: 0.3125621974, output_fired_time: 0.3100503087, propagate_forward_time: 14.4843893051, propagate_backward_time: 22.4028072357, weight_update_time: 0.1192413792, other_time: 2.2025356293
epoch time: 3.3287990093s, input_fired_time: 0.0397410281, output_fired_time: 0.0000000000, propagate_forward_time: 2.8949675560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940904140
validation[          , genome  3729] predictions:    9373/  10000 (93.73%), best:    9389/10000 (93.89%), error:      2094.99854, best error:      2046.81848 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 39.2563362122s, input_fired_time: 0.3087520897, output_fired_time: 0.3074883223, propagate_forward_time: 14.2983026505, propagate_backward_time: 22.1715202332, weight_update_time: 0.1186434254, other_time: 2.1702728271
epoch time: 3.3260977268s, input_fired_time: 0.0408027247, output_fired_time: 0.0000000000, propagate_forward_time: 2.8939034939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913915157
validation[          , genome  3729] predictions:    9387/  10000 (93.87%), best:    9387/10000 (93.87%), error:      2037.13574, best error:      2037.13574 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 39.9393501282s, input_fired_time: 0.3140808344, output_fired_time: 0.3114621639, propagate_forward_time: 14.5348949432, propagate_backward_time: 22.5782566071, weight_update_time: 0.1198707670, other_time: 2.2006568909
epoch time: 3.3946464062s, input_fired_time: 0.0400268175, output_fired_time: 0.0000000000, propagate_forward_time: 2.9571568966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974626064
validation[          , genome  3729] predictions:    9390/  10000 (93.90%), best:    9387/10000 (93.87%), error:      2066.87427, best error:      2037.13574 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 39.9259910583s, input_fired_time: 0.3122957051, output_fired_time: 0.3123659492, propagate_forward_time: 14.5321197510, propagate_backward_time: 22.5933990479, weight_update_time: 0.1212242022, other_time: 2.1758117676
epoch time: 3.3035068512s, input_fired_time: 0.0382879302, output_fired_time: 0.0000000000, propagate_forward_time: 2.8767402172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884787560
validation[          , genome  3729] predictions:    9353/  10000 (93.53%), best:    9387/10000 (93.87%), error:      2167.69531, best error:      2037.13574 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 40.0884361267s, input_fired_time: 0.3109753430, output_fired_time: 0.3141860962, propagate_forward_time: 14.6050729752, propagate_backward_time: 22.6489753723, weight_update_time: 0.1214022636, other_time: 2.2092285156
epoch time: 3.3168876171s, input_fired_time: 0.0401073992, output_fired_time: 0.0000000000, propagate_forward_time: 2.8799638748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968162537
validation[          , genome  3729] predictions:    9361/  10000 (93.61%), best:    9387/10000 (93.87%), error:      2140.18994, best error:      2037.13574 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 40.3745956421s, input_fired_time: 0.3106121719, output_fired_time: 0.3124616742, propagate_forward_time: 14.6440076828, propagate_backward_time: 22.8920326233, weight_update_time: 0.1230017617, other_time: 2.2154808044
epoch time: 2.9983007908s, input_fired_time: 0.0360491015, output_fired_time: 0.0000000000, propagate_forward_time: 2.5964233875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658282757
validation[          , genome  3729] predictions:    9383/  10000 (93.83%), best:    9387/10000 (93.87%), error:      2078.79468, best error:      2037.13574 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 40.1979293823s, input_fired_time: 0.3128261864, output_fired_time: 0.3164943457, propagate_forward_time: 14.6545543671, propagate_backward_time: 22.7172203064, weight_update_time: 0.1226095334, other_time: 2.1968326569
epoch time: 3.3856143951s, input_fired_time: 0.0393661596, output_fired_time: 0.0000000000, propagate_forward_time: 2.9530553818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931927681
validation[          , genome  3729] predictions:    9387/  10000 (93.87%), best:    9387/10000 (93.87%), error:      2042.05334, best error:      2037.13574 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 39.5003013611s, input_fired_time: 0.3099477589, output_fired_time: 0.3062788844, propagate_forward_time: 14.3577995300, propagate_backward_time: 22.3528060913, weight_update_time: 0.1182146370, other_time: 2.1734695435
epoch time: 3.2211802006s, input_fired_time: 0.0385826491, output_fired_time: 0.0000000000, propagate_forward_time: 2.7992794514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833181858
validation[          , genome  3729] predictions:    9386/  10000 (93.86%), best:    9387/10000 (93.87%), error:      2066.02881, best error:      2037.13574 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 39.2108840942s, input_fired_time: 0.3087334335, output_fired_time: 0.3023880124, propagate_forward_time: 14.2622852325, propagate_backward_time: 22.1481761932, weight_update_time: 0.1187699288, other_time: 2.1893005371
epoch time: 3.3678119183s, input_fired_time: 0.0400730819, output_fired_time: 0.0000000000, propagate_forward_time: 2.9303979874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973407745
validation[          , genome  3729] predictions:    9382/  10000 (93.82%), best:    9387/10000 (93.87%), error:      2097.19189, best error:      2037.13574 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 40.4455184937s, input_fired_time: 0.3178844750, output_fired_time: 0.3165572882, propagate_forward_time: 14.7563037872, propagate_backward_time: 22.8351783752, weight_update_time: 0.1217962205, other_time: 2.2195911407
epoch time: 3.1961438656s, input_fired_time: 0.0396185853, output_fired_time: 0.0000000000, propagate_forward_time: 2.7729773521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835480213
validation[          , genome  3729] predictions:    9381/  10000 (93.81%), best:    9387/10000 (93.87%), error:      2060.83936, best error:      2037.13574 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 39.3241004944s, input_fired_time: 0.3110594451, output_fired_time: 0.3079875112, propagate_forward_time: 14.2927227020, propagate_backward_time: 22.2221927643, weight_update_time: 0.1193770617, other_time: 2.1901397705
epoch time: 3.2462120056s, input_fired_time: 0.0387380011, output_fired_time: 0.0000000000, propagate_forward_time: 2.8233289719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841450214
validation[          , genome  3729] predictions:    9387/  10000 (93.87%), best:    9387/10000 (93.87%), error:      2078.08740, best error:      2037.13574 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 39.2974205017s, input_fired_time: 0.3111999333, output_fired_time: 0.3053773642, propagate_forward_time: 14.2373771667, propagate_backward_time: 22.2515258789, weight_update_time: 0.1196557879, other_time: 2.1919403076
epoch time: 3.2489516735s, input_fired_time: 0.0395179316, output_fired_time: 0.0000000000, propagate_forward_time: 2.8204104900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3890233040
validation[          , genome  3729] predictions:    9375/  10000 (93.75%), best:    9387/10000 (93.87%), error:      2075.87598, best error:      2037.13574 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 38.0719451904s, input_fired_time: 0.3049368560, output_fired_time: 0.2971765399, propagate_forward_time: 13.8731822968, propagate_backward_time: 21.4661941528, weight_update_time: 0.1162729114, other_time: 2.1304569244
epoch time: 3.2556071281s, input_fired_time: 0.0397512279, output_fired_time: 0.0000000000, propagate_forward_time: 2.8287527561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871030807
validation[          , genome  3729] predictions:    9395/  10000 (93.95%), best:    9395/10000 (93.95%), error:      2035.19751, best error:      2035.19751 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 39.9454536438s, input_fired_time: 0.3138293922, output_fired_time: 0.3100863099, propagate_forward_time: 14.5129785538, propagate_backward_time: 22.6075267792, weight_update_time: 0.1192403808, other_time: 2.2010364532
epoch time: 3.3806374073s, input_fired_time: 0.0396305993, output_fired_time: 0.0000000000, propagate_forward_time: 2.9452636242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957431316
validation[          , genome  3729] predictions:    9389/  10000 (93.89%), best:    9395/10000 (93.95%), error:      2084.16382, best error:      2035.19751 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 39.7824859619s, input_fired_time: 0.3127097189, output_fired_time: 0.3120050430, propagate_forward_time: 14.4506559372, propagate_backward_time: 22.4926509857, weight_update_time: 0.1207247078, other_time: 2.2144641876
epoch time: 3.4378993511s, input_fired_time: 0.0413797162, output_fired_time: 0.0000000000, propagate_forward_time: 3.0001051426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964145184
validation[          , genome  3729] predictions:    9374/  10000 (93.74%), best:    9395/10000 (93.95%), error:      2117.87793, best error:      2035.19751 on epoch:    98, 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: 16.7567291260s, input_fired_time: 0.1975224465, output_fired_time: 0.0000000000, propagate_forward_time: 14.5261373520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0330686569
best training[          , genome  3729] predictions:   47652/  50000 (95.30%), best:    9395/10000 (93.95%), error:      8532.02637, best error:      2035.19751 on epoch:    98, 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: 3.4958558083s, input_fired_time: 0.0407123715, output_fired_time: 0.0000000000, propagate_forward_time: 3.0464982986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086451530
   testing[          , genome  3729] predictions:    9458/  10000 (94.58%), best:    9395/10000 (93.95%), error:      1927.40015, best error:      2035.19751 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:52:10 (6868): called boinc_finish(0)

</stderr_txt>
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