Nameexact_genome_1512568488_45_6080_1
Workunit2601607
Created7 Dec 2017, 17:50:33 UTC
Sent7 Dec 2017, 17:53:32 UTC
Report deadline14 Dec 2017, 6:58:24 UTC
Received8 Dec 2017, 4:27:56 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time2 hours 26 min 11 sec
CPU time2 hours 22 min 28 sec
Validate stateValid
Credit1,636.26
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size122.09 MB
Peak swap size2,590.43 MB
Peak disk usage1.15 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 81.1226119995s, input_fired_time: 0.5885311365, output_fired_time: 0.4053723812, propagate_forward_time: 24.7444114685, propagate_backward_time: 53.5802650452, weight_update_time: 0.1033995375, other_time: 1.8040313721
epoch time: 5.3162770271s, input_fired_time: 0.0786011741, output_fired_time: 0.0000000000, propagate_forward_time: 4.9137163162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239593506
validation[          , genome  6080] predictions:    9657/  10000 (96.57%), best:    9700/10000 (97.00%), error:      1185.72717, best error:       998.24554 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.1249084473s, input_fired_time: 0.5986033082, output_fired_time: 0.4163715541, propagate_forward_time: 24.6586971283, propagate_backward_time: 53.6448440552, weight_update_time: 0.1079575792, other_time: 1.8063888550
epoch time: 5.3472332954s, input_fired_time: 0.0775440559, output_fired_time: 0.0000000000, propagate_forward_time: 4.9347181320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349709511
validation[          , genome  6080] predictions:    9703/  10000 (97.03%), best:    9700/10000 (97.00%), error:      1052.31238, best error:       998.24554 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 81.1969604492s, input_fired_time: 0.5908099413, output_fired_time: 0.4157485664, propagate_forward_time: 24.7411651611, propagate_backward_time: 53.6511917114, weight_update_time: 0.1074490920, other_time: 1.7980422974
epoch time: 5.3780622482s, input_fired_time: 0.0774084479, output_fired_time: 0.0000000000, propagate_forward_time: 4.9772124290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234415054
validation[          , genome  6080] predictions:    9713/  10000 (97.13%), best:    9700/10000 (97.00%), error:      1009.10144, best error:       998.24554 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.0154190063s, input_fired_time: 0.5883841515, output_fired_time: 0.4115141332, propagate_forward_time: 24.7927989960, propagate_backward_time: 53.4183464050, weight_update_time: 0.1100342125, other_time: 1.8043708801
epoch time: 5.4219331741s, input_fired_time: 0.0802981555, output_fired_time: 0.0000000000, propagate_forward_time: 5.0119323730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297028542
validation[          , genome  6080] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       991.20032, best error:       991.20032 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 80.9031066895s, input_fired_time: 0.5908073187, output_fired_time: 0.4071306586, propagate_forward_time: 24.6916007996, propagate_backward_time: 53.4052352905, weight_update_time: 0.1032882929, other_time: 1.8083381653
epoch time: 5.3451299667s, input_fired_time: 0.0764094591, output_fired_time: 0.0000000000, propagate_forward_time: 4.9411144257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276062012
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       956.72784, best error:       956.72784 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.9412765503s, input_fired_time: 0.5874639750, output_fired_time: 0.4149150252, propagate_forward_time: 24.6495571136, propagate_backward_time: 53.5065231323, weight_update_time: 0.1071077138, other_time: 1.7828140259
epoch time: 5.3555307388s, input_fired_time: 0.0776350126, output_fired_time: 0.0000000000, propagate_forward_time: 4.9553170204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225789070
validation[          , genome  6080] predictions:    9713/  10000 (97.13%), best:    9719/10000 (97.19%), error:       973.11841, best error:       956.72784 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 80.9693908691s, input_fired_time: 0.5872228742, output_fired_time: 0.4015249014, propagate_forward_time: 24.7085781097, propagate_backward_time: 53.4790725708, weight_update_time: 0.1103786081, other_time: 1.7929916382
epoch time: 5.3454918861s, input_fired_time: 0.0846136734, output_fired_time: 0.0000000000, propagate_forward_time: 4.9416880608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191900253
validation[          , genome  6080] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:      1023.35693, best error:       956.72784 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 81.1698989868s, input_fired_time: 0.5913976431, output_fired_time: 0.4126374424, propagate_forward_time: 24.8075904846, propagate_backward_time: 53.5416336060, weight_update_time: 0.1157133207, other_time: 1.8166389465
epoch time: 5.3333201408s, input_fired_time: 0.0769386813, output_fired_time: 0.0000000000, propagate_forward_time: 4.9316334724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247480392
validation[          , genome  6080] predictions:    9675/  10000 (96.75%), best:    9719/10000 (97.19%), error:      1089.57629, best error:       956.72784 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.0124053955s, input_fired_time: 0.5898214579, output_fired_time: 0.4029402137, propagate_forward_time: 24.7137527466, propagate_backward_time: 53.5059432983, weight_update_time: 0.1052886993, other_time: 1.7999496460
epoch time: 5.3701763153s, input_fired_time: 0.0802933350, output_fired_time: 0.0000000000, propagate_forward_time: 4.9521150589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377680779
validation[          , genome  6080] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       949.37927, best error:       949.37927 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 81.0693511963s, input_fired_time: 0.6025041342, output_fired_time: 0.4065338969, propagate_forward_time: 24.7685527802, propagate_backward_time: 53.4957962036, weight_update_time: 0.1036968976, other_time: 1.7959671021
epoch time: 5.3511500359s, input_fired_time: 0.0818884671, output_fired_time: 0.0000000000, propagate_forward_time: 4.9456925392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235688210
validation[          , genome  6080] predictions:    9706/  10000 (97.06%), best:    9716/10000 (97.16%), error:      1004.72064, best error:       949.37927 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 81.1002044678s, input_fired_time: 0.5930343270, output_fired_time: 0.4149296880, propagate_forward_time: 24.7353191376, propagate_backward_time: 53.5681571960, weight_update_time: 0.1061981097, other_time: 1.7887611389
epoch time: 5.3389344215s, input_fired_time: 0.0784119219, output_fired_time: 0.0000000000, propagate_forward_time: 4.9397792816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207430840
validation[          , genome  6080] predictions:    9698/  10000 (96.98%), best:    9716/10000 (97.16%), error:      1007.42096, best error:       949.37927 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 80.7875595093s, input_fired_time: 0.5991411209, output_fired_time: 0.4109317660, propagate_forward_time: 24.6705970764, propagate_backward_time: 53.3207244873, weight_update_time: 0.1049403250, other_time: 1.7861595154
epoch time: 5.3337745667s, input_fired_time: 0.0796673223, output_fired_time: 0.0000000000, propagate_forward_time: 4.9307632446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233442307
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       894.64709, best error:       894.64709 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 80.9169082642s, input_fired_time: 0.5948689580, output_fired_time: 0.4096945822, propagate_forward_time: 24.6425800323, propagate_backward_time: 53.4726104736, weight_update_time: 0.1086078063, other_time: 1.7971572876
epoch time: 5.3426127434s, input_fired_time: 0.0768228471, output_fired_time: 0.0000000000, propagate_forward_time: 4.9313960075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343939781
validation[          , genome  6080] predictions:    9705/  10000 (97.05%), best:    9750/10000 (97.50%), error:      1003.43750, best error:       894.64709 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.0269165039s, input_fired_time: 0.6017324328, output_fired_time: 0.4144989252, propagate_forward_time: 24.7906131744, propagate_backward_time: 53.4261627197, weight_update_time: 0.1059867591, other_time: 1.7939147949
epoch time: 5.4896192551s, input_fired_time: 0.0784080401, output_fired_time: 0.0000000000, propagate_forward_time: 5.0772294998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339815140
validation[          , genome  6080] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       935.76410, best error:       894.64709 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.0937805176s, input_fired_time: 0.5883412957, output_fired_time: 0.4098178148, propagate_forward_time: 24.7138881683, propagate_backward_time: 53.5897674561, weight_update_time: 0.1035092995, other_time: 1.7919616699
epoch time: 5.3536849022s, input_fired_time: 0.0779157877, output_fired_time: 0.0000000000, propagate_forward_time: 4.9505791664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251900673
validation[          , genome  6080] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       925.09766, best error:       894.64709 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 80.9273986816s, input_fired_time: 0.5912781358, output_fired_time: 0.4039056301, propagate_forward_time: 24.7492561340, propagate_backward_time: 53.3920478821, weight_update_time: 0.1035398468, other_time: 1.7909088135
epoch time: 5.3079385757s, input_fired_time: 0.0842918307, output_fired_time: 0.0000000000, propagate_forward_time: 4.8864703178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371763229
validation[          , genome  6080] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       899.14429, best error:       894.64709 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 80.9784927368s, input_fired_time: 0.5978384018, output_fired_time: 0.4024486542, propagate_forward_time: 24.7436294556, propagate_backward_time: 53.4226951599, weight_update_time: 0.1050561070, other_time: 1.8118782043
epoch time: 5.3455410004s, input_fired_time: 0.0794692785, output_fired_time: 0.0000000000, propagate_forward_time: 4.9401741028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258976936
validation[          , genome  6080] predictions:    9728/  10000 (97.28%), best:    9750/10000 (97.50%), error:       896.62939, best error:       894.64709 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.4096374512s, input_fired_time: 0.6019349098, output_fired_time: 0.4073129594, propagate_forward_time: 24.8305530548, propagate_backward_time: 53.7655105591, weight_update_time: 0.1036895812, other_time: 1.8043289185
epoch time: 5.3457241058s, input_fired_time: 0.0791551769, output_fired_time: 0.0000000000, propagate_forward_time: 4.9413161278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252530098
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       949.86066, best error:       894.64709 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.0499801636s, input_fired_time: 0.6031126380, output_fired_time: 0.4110840559, propagate_forward_time: 24.7543678284, propagate_backward_time: 53.4921836853, weight_update_time: 0.1083646193, other_time: 1.7892303467
epoch time: 5.3394961357s, input_fired_time: 0.0766825303, output_fired_time: 0.0000000000, propagate_forward_time: 4.9415011406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213124275
validation[          , genome  6080] predictions:    9721/  10000 (97.21%), best:    9750/10000 (97.50%), error:       901.32513, best error:       894.64709 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 81.2393264771s, input_fired_time: 0.5992475152, output_fired_time: 0.4112586081, propagate_forward_time: 24.7865486145, propagate_backward_time: 53.6389198303, weight_update_time: 0.1042503938, other_time: 1.8033523560
epoch time: 5.3383598328s, input_fired_time: 0.0816021338, output_fired_time: 0.0000000000, propagate_forward_time: 4.9301037788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266539574
validation[          , genome  6080] predictions:    9751/  10000 (97.51%), best:    9750/10000 (97.50%), error:       900.01636, best error:       894.64709 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 80.9494934082s, input_fired_time: 0.5984939337, output_fired_time: 0.4120586812, propagate_forward_time: 24.7181282043, propagate_backward_time: 53.4220809937, weight_update_time: 0.1084068492, other_time: 1.7987327576
epoch time: 5.3544487953s, input_fired_time: 0.0788782239, output_fired_time: 0.0000000000, propagate_forward_time: 4.9465999603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289704323
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       837.54321, best error:       837.54321 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.1796417236s, input_fired_time: 0.5932509899, output_fired_time: 0.4092909694, propagate_forward_time: 24.7539901733, propagate_backward_time: 53.6280174255, weight_update_time: 0.1077859625, other_time: 1.7950859070
epoch time: 5.3395628929s, input_fired_time: 0.0780165717, output_fired_time: 0.0000000000, propagate_forward_time: 4.9417386055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198075294
validation[          , genome  6080] predictions:    9733/  10000 (97.33%), best:    9750/10000 (97.50%), error:       927.42139, best error:       837.54321 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 80.9695281982s, input_fired_time: 0.5894321799, output_fired_time: 0.4164137244, propagate_forward_time: 24.7286434174, propagate_backward_time: 53.4415283203, weight_update_time: 0.1112842932, other_time: 1.7935104370
epoch time: 5.3383903503s, input_fired_time: 0.0803790912, output_fired_time: 0.0000000000, propagate_forward_time: 4.9381079674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199033737
validation[          , genome  6080] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       891.74933, best error:       837.54321 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.1049041748s, input_fired_time: 0.5936502814, output_fired_time: 0.4072126150, propagate_forward_time: 24.7639026642, propagate_backward_time: 53.5449714661, weight_update_time: 0.1043289900, other_time: 1.7951698303
epoch time: 5.3290786743s, input_fired_time: 0.0791960210, output_fired_time: 0.0000000000, propagate_forward_time: 4.9298343658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200483322
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       900.76715, best error:       837.54321 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 80.9089050293s, input_fired_time: 0.5965198874, output_fired_time: 0.4079607427, propagate_forward_time: 24.7306766510, propagate_backward_time: 53.3770828247, weight_update_time: 0.1052722111, other_time: 1.7966690063
epoch time: 5.3768830299s, input_fired_time: 0.0779104084, output_fired_time: 0.0000000000, propagate_forward_time: 4.9714059830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275666237
validation[          , genome  6080] predictions:    9638/  10000 (96.38%), best:    9750/10000 (97.50%), error:      1178.72192, best error:       837.54321 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.0635986328s, input_fired_time: 0.6042993665, output_fired_time: 0.4197420776, propagate_forward_time: 24.7576847076, propagate_backward_time: 53.4937248230, weight_update_time: 0.1059913859, other_time: 1.7881507874
epoch time: 5.3246183395s, input_fired_time: 0.0778412446, output_fired_time: 0.0000000000, propagate_forward_time: 4.9267764091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3200006485
validation[          , genome  6080] predictions:    9581/  10000 (95.81%), best:    9750/10000 (97.50%), error:      1359.30859, best error:       837.54321 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 80.8559188843s, input_fired_time: 0.5985929966, output_fired_time: 0.4118931293, propagate_forward_time: 24.6662883759, propagate_backward_time: 53.3801994324, weight_update_time: 0.1075970158, other_time: 1.7989387512
epoch time: 5.3718509674s, input_fired_time: 0.0802472234, output_fired_time: 0.0000000000, propagate_forward_time: 4.9598970413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317065239
validation[          , genome  6080] predictions:    9710/  10000 (97.10%), best:    9750/10000 (97.50%), error:       897.31238, best error:       837.54321 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.3602828979s, input_fired_time: 0.6144295931, output_fired_time: 0.4163697958, propagate_forward_time: 24.8696727753, propagate_backward_time: 53.6450080872, weight_update_time: 0.1038544029, other_time: 1.8148002625
epoch time: 5.3590316772s, input_fired_time: 0.0834801868, output_fired_time: 0.0000000000, propagate_forward_time: 4.9472131729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283381462
validation[          , genome  6080] predictions:    9713/  10000 (97.13%), best:    9750/10000 (97.50%), error:       939.57178, best error:       837.54321 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 81.0976791382s, input_fired_time: 0.5986138582, output_fired_time: 0.4106044769, propagate_forward_time: 24.6908760071, propagate_backward_time: 53.5928955078, weight_update_time: 0.1070905626, other_time: 1.8046836853
epoch time: 5.4021549225s, input_fired_time: 0.0792907923, output_fired_time: 0.0000000000, propagate_forward_time: 4.9890232086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338408470
validation[          , genome  6080] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       901.52087, best error:       837.54321 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 80.8695755005s, input_fired_time: 0.5970088840, output_fired_time: 0.4067783058, propagate_forward_time: 24.6271743774, propagate_backward_time: 53.4247322083, weight_update_time: 0.1074143425, other_time: 1.8138847351
epoch time: 5.3609113693s, input_fired_time: 0.0781485364, output_fired_time: 0.0000000000, propagate_forward_time: 4.9410576820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3417053223
validation[          , genome  6080] predictions:    9694/  10000 (96.94%), best:    9750/10000 (97.50%), error:       982.33423, best error:       837.54321 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 81.2525863647s, input_fired_time: 0.5987291932, output_fired_time: 0.4037760496, propagate_forward_time: 24.7690124512, propagate_backward_time: 53.6813659668, weight_update_time: 0.1040167063, other_time: 1.7996978760
epoch time: 5.3596014977s, input_fired_time: 0.0782923028, output_fired_time: 0.0000000000, propagate_forward_time: 4.9455070496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358020782
validation[          , genome  6080] predictions:    9706/  10000 (97.06%), best:    9750/10000 (97.50%), error:       966.11816, best error:       837.54321 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.2677536011s, input_fired_time: 0.6032496095, output_fired_time: 0.4130556583, propagate_forward_time: 24.8086204529, propagate_backward_time: 53.6576385498, weight_update_time: 0.1058086306, other_time: 1.7851905823
epoch time: 5.3519339561s, input_fired_time: 0.0809901655, output_fired_time: 0.0000000000, propagate_forward_time: 4.9485759735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223676682
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9750/10000 (97.50%), error:       892.65259, best error:       837.54321 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.0348815918s, input_fired_time: 0.5959634185, output_fired_time: 0.4097701311, propagate_forward_time: 24.6939888000, propagate_backward_time: 53.5551986694, weight_update_time: 0.1054895148, other_time: 1.7799644470
epoch time: 5.4017834663s, input_fired_time: 0.0810186341, output_fired_time: 0.0000000000, propagate_forward_time: 4.9932069778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275580406
validation[          , genome  6080] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       889.05634, best error:       837.54321 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.0758209229s, input_fired_time: 0.6019178629, output_fired_time: 0.4062397778, propagate_forward_time: 24.7869071960, propagate_backward_time: 53.4827804565, weight_update_time: 0.1044729948, other_time: 1.7979698181
epoch time: 5.3166413307s, input_fired_time: 0.0791827291, output_fired_time: 0.0000000000, propagate_forward_time: 4.9105186462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269400597
validation[          , genome  6080] predictions:    9745/  10000 (97.45%), best:    9750/10000 (97.50%), error:       859.75739, best error:       837.54321 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 81.3149032593s, input_fired_time: 0.6025216579, output_fired_time: 0.4116800129, propagate_forward_time: 24.8096179962, propagate_backward_time: 53.6970520020, weight_update_time: 0.1061039492, other_time: 1.7940292358
epoch time: 5.3413200378s, input_fired_time: 0.0806850716, output_fired_time: 0.0000000000, propagate_forward_time: 4.9392018318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214330673
validation[          , genome  6080] predictions:    9732/  10000 (97.32%), best:    9750/10000 (97.50%), error:       901.91718, best error:       837.54321 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 81.0982055664s, input_fired_time: 0.6039732099, output_fired_time: 0.4137584567, propagate_forward_time: 24.7798023224, propagate_backward_time: 53.5120925903, weight_update_time: 0.1081578657, other_time: 1.7885818481
epoch time: 5.3495807648s, input_fired_time: 0.0775411353, output_fired_time: 0.0000000000, propagate_forward_time: 4.9449133873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271260262
validation[          , genome  6080] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       942.30060, best error:       837.54321 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 81.0561752319s, input_fired_time: 0.6019383669, output_fired_time: 0.4119900763, propagate_forward_time: 24.6905021667, propagate_backward_time: 53.5442848206, weight_update_time: 0.1093951240, other_time: 1.8074645996
epoch time: 5.3740963936s, input_fired_time: 0.0816931054, output_fired_time: 0.0000000000, propagate_forward_time: 4.9682321548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241710663
validation[          , genome  6080] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       866.88525, best error:       837.54321 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 81.0437011719s, input_fired_time: 0.6010767221, output_fired_time: 0.4132037163, propagate_forward_time: 24.6527366638, propagate_backward_time: 53.5870552063, weight_update_time: 0.1052114740, other_time: 1.7896347046
epoch time: 5.3910913467s, input_fired_time: 0.0800151154, output_fired_time: 0.0000000000, propagate_forward_time: 4.9829645157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281116486
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       868.76562, best error:       837.54321 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 81.1135406494s, input_fired_time: 0.6076316833, output_fired_time: 0.4079769254, propagate_forward_time: 24.8327617645, propagate_backward_time: 53.4869766235, weight_update_time: 0.1058995426, other_time: 1.7781906128
epoch time: 5.3534522057s, input_fired_time: 0.0812231302, output_fired_time: 0.0000000000, propagate_forward_time: 4.9502491951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219799995
validation[          , genome  6080] predictions:    9680/  10000 (96.80%), best:    9750/10000 (97.50%), error:      1089.31104, best error:       837.54321 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 80.9598464966s, input_fired_time: 0.5985620618, output_fired_time: 0.4048528969, propagate_forward_time: 24.7635669708, propagate_backward_time: 53.4131813049, weight_update_time: 0.1048181206, other_time: 1.7796821594
epoch time: 5.3522424698s, input_fired_time: 0.0788030848, output_fired_time: 0.0000000000, propagate_forward_time: 4.9441308975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293085098
validation[          , genome  6080] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       929.48572, best error:       837.54321 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 81.1413497925s, input_fired_time: 0.6059084535, output_fired_time: 0.4135403335, propagate_forward_time: 24.7326221466, propagate_backward_time: 53.5969963074, weight_update_time: 0.1042213216, other_time: 1.7922782898
epoch time: 5.3437790871s, input_fired_time: 0.0793441907, output_fired_time: 0.0000000000, propagate_forward_time: 4.9412684441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231663704
validation[          , genome  6080] predictions:    9687/  10000 (96.87%), best:    9750/10000 (97.50%), error:      1024.15002, best error:       837.54321 on epoch:    34, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 81.1305541992s, input_fired_time: 0.6024535298, output_fired_time: 0.4087365866, propagate_forward_time: 24.7629261017, propagate_backward_time: 53.5549621582, weight_update_time: 0.1052903831, other_time: 1.8014755249
epoch time: 5.3690900803s, input_fired_time: 0.0844940245, output_fired_time: 0.0000000000, propagate_forward_time: 4.9581866264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3264093399
validation[          , genome  6080] predictions:    9689/  10000 (96.89%), best:    9750/10000 (97.50%), error:      1008.52026, best error:       837.54321 on epoch:    34, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 80.8089065552s, input_fired_time: 0.6033833027, output_fired_time: 0.4073343277, propagate_forward_time: 24.6470623016, propagate_backward_time: 53.3735198975, weight_update_time: 0.1066323370, other_time: 1.7776031494
epoch time: 5.3309898376s, input_fired_time: 0.0791732445, output_fired_time: 0.0000000000, propagate_forward_time: 4.9212794304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305373192
validation[          , genome  6080] predictions:    9702/  10000 (97.02%), best:    9750/10000 (97.50%), error:      1003.84467, best error:       837.54321 on epoch:    34, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 80.8426666260s, input_fired_time: 0.6111317277, output_fired_time: 0.4155773520, propagate_forward_time: 24.6756076813, propagate_backward_time: 53.3401641846, weight_update_time: 0.1053269058, other_time: 1.8001861572
epoch time: 5.3389496803s, input_fired_time: 0.0819700584, output_fired_time: 0.0000000000, propagate_forward_time: 4.9251041412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318753242
validation[          , genome  6080] predictions:    9718/  10000 (97.18%), best:    9750/10000 (97.50%), error:       914.45166, best error:       837.54321 on epoch:    34, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 81.0600662231s, input_fired_time: 0.6101364493, output_fired_time: 0.4074543118, propagate_forward_time: 24.6885700226, propagate_backward_time: 53.5620155334, weight_update_time: 0.1045965403, other_time: 1.7918891907
epoch time: 5.3415994644s, input_fired_time: 0.0801324844, output_fired_time: 0.0000000000, propagate_forward_time: 4.9365768433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248901367
validation[          , genome  6080] predictions:    9705/  10000 (97.05%), best:    9750/10000 (97.50%), error:       964.10620, best error:       837.54321 on epoch:    34, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.7182922363s, input_fired_time: 0.6033804417, output_fired_time: 0.4054640830, propagate_forward_time: 24.9032077789, propagate_backward_time: 53.9962043762, weight_update_time: 0.1094175726, other_time: 1.8100395203
epoch time: 5.3305783272s, input_fired_time: 0.0819327310, output_fired_time: 0.0000000000, propagate_forward_time: 4.9249911308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236546516
validation[          , genome  6080] predictions:    9714/  10000 (97.14%), best:    9750/10000 (97.50%), error:       929.37549, best error:       837.54321 on epoch:    34, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 81.1074905396s, input_fired_time: 0.5974159241, output_fired_time: 0.4090282023, propagate_forward_time: 24.6964187622, propagate_backward_time: 53.6043395996, weight_update_time: 0.1048201993, other_time: 1.8002853394
epoch time: 5.4070219994s, input_fired_time: 0.0811469927, output_fired_time: 0.0000000000, propagate_forward_time: 4.9935832024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322916031
validation[          , genome  6080] predictions:    9744/  10000 (97.44%), best:    9750/10000 (97.50%), error:       859.07135, best error:       837.54321 on epoch:    34, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 80.8400421143s, input_fired_time: 0.6088085771, output_fired_time: 0.4126823545, propagate_forward_time: 24.6009769440, propagate_backward_time: 53.4314575195, weight_update_time: 0.1064961255, other_time: 1.7861175537
epoch time: 5.3304452896s, input_fired_time: 0.0789192319, output_fired_time: 0.0000000000, propagate_forward_time: 4.9223675728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291583061
validation[          , genome  6080] predictions:    9700/  10000 (97.00%), best:    9750/10000 (97.50%), error:       970.79254, best error:       837.54321 on epoch:    34, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 81.1099472046s, input_fired_time: 0.6048010588, output_fired_time: 0.4084976614, propagate_forward_time: 24.7749252319, propagate_backward_time: 53.5420341492, weight_update_time: 0.1039844155, other_time: 1.7796897888
epoch time: 5.3627867699s, input_fired_time: 0.0817827955, output_fired_time: 0.0000000000, propagate_forward_time: 4.9535112381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274927139
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       818.69171, best error:       818.69171 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.2201690674s, input_fired_time: 0.6045628786, output_fired_time: 0.4060201347, propagate_forward_time: 24.7371864319, propagate_backward_time: 53.6751098633, weight_update_time: 0.1092367917, other_time: 1.7972908020
epoch time: 5.3256812096s, input_fired_time: 0.0801547766, output_fired_time: 0.0000000000, propagate_forward_time: 4.9239912033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215351105
validation[          , genome  6080] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       817.82556, best error:       817.82556 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.0153732300s, input_fired_time: 0.6116614938, output_fired_time: 0.4013943970, propagate_forward_time: 24.7111587524, propagate_backward_time: 53.4983978271, weight_update_time: 0.1071444452, other_time: 1.7927551270
epoch time: 5.3634996414s, input_fired_time: 0.0825301930, output_fired_time: 0.0000000000, propagate_forward_time: 4.9559750557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249945641
validation[          , genome  6080] predictions:    9721/  10000 (97.21%), best:    9762/10000 (97.62%), error:       901.84644, best error:       817.82556 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.0381011963s, input_fired_time: 0.6120391488, output_fired_time: 0.4094487727, propagate_forward_time: 24.7146015167, propagate_backward_time: 53.4855690002, weight_update_time: 0.1089218333, other_time: 1.8164482117
epoch time: 5.3064670563s, input_fired_time: 0.0817973688, output_fired_time: 0.0000000000, propagate_forward_time: 4.9054245949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192448616
validation[          , genome  6080] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       877.59589, best error:       817.82556 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 81.2558975220s, input_fired_time: 0.6141473055, output_fired_time: 0.4096628428, propagate_forward_time: 24.8294353485, propagate_backward_time: 53.6046867371, weight_update_time: 0.1045134217, other_time: 1.7979621887
epoch time: 5.3132333755s, input_fired_time: 0.0797728002, output_fired_time: 0.0000000000, propagate_forward_time: 4.9100718498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233885765
validation[          , genome  6080] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       845.06970, best error:       817.82556 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 81.2096939087s, input_fired_time: 0.6121670008, output_fired_time: 0.4071744680, propagate_forward_time: 24.7386798859, propagate_backward_time: 53.6405868530, weight_update_time: 0.1044788659, other_time: 1.8110885620
epoch time: 5.3345756531s, input_fired_time: 0.0804798007, output_fired_time: 0.0000000000, propagate_forward_time: 4.9321265221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219695091
validation[          , genome  6080] predictions:    9712/  10000 (97.12%), best:    9762/10000 (97.62%), error:      1006.16028, best error:       817.82556 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 80.9986114502s, input_fired_time: 0.6036650538, output_fired_time: 0.4046865404, propagate_forward_time: 24.7025604248, propagate_backward_time: 53.4903068542, weight_update_time: 0.1065590605, other_time: 1.7973899841
epoch time: 5.3329386711s, input_fired_time: 0.0802191123, output_fired_time: 0.0000000000, propagate_forward_time: 4.9287676811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239517212
validation[          , genome  6080] predictions:    9726/  10000 (97.26%), best:    9762/10000 (97.62%), error:       907.54230, best error:       817.82556 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 81.1840972900s, input_fired_time: 0.6048576832, output_fired_time: 0.4067682922, propagate_forward_time: 24.7684268951, propagate_backward_time: 53.6080513000, weight_update_time: 0.1053280011, other_time: 1.7959938049
epoch time: 5.3476238251s, input_fired_time: 0.0793867782, output_fired_time: 0.0000000000, propagate_forward_time: 4.9459385872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222985268
validation[          , genome  6080] predictions:    9739/  10000 (97.39%), best:    9762/10000 (97.62%), error:       896.64587, best error:       817.82556 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 81.1442489624s, input_fired_time: 0.6043256521, output_fired_time: 0.4105870128, propagate_forward_time: 24.7470073700, propagate_backward_time: 53.5946693420, weight_update_time: 0.1079079062, other_time: 1.7876625061
epoch time: 5.3745012283s, input_fired_time: 0.0800617337, output_fired_time: 0.0000000000, propagate_forward_time: 4.9586815834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357577324
validation[          , genome  6080] predictions:    9699/  10000 (96.99%), best:    9762/10000 (97.62%), error:      1001.14075, best error:       817.82556 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.0119705200s, input_fired_time: 0.6061002612, output_fired_time: 0.4062547684, propagate_forward_time: 24.7036876678, propagate_backward_time: 53.5067024231, weight_update_time: 0.1034425125, other_time: 1.7892189026
epoch time: 5.3609471321s, input_fired_time: 0.0800382867, output_fired_time: 0.0000000000, propagate_forward_time: 4.9566988945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242101669
validation[          , genome  6080] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       857.39545, best error:       817.82556 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.1224365234s, input_fired_time: 0.6056920290, output_fired_time: 0.4035936892, propagate_forward_time: 24.7486820221, propagate_backward_time: 53.5730438232, weight_update_time: 0.1090709344, other_time: 1.7914276123
epoch time: 5.3264188766s, input_fired_time: 0.0817827284, output_fired_time: 0.0000000000, propagate_forward_time: 4.9184937477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261423111
validation[          , genome  6080] predictions:    9752/  10000 (97.52%), best:    9762/10000 (97.62%), error:       835.09497, best error:       817.82556 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 81.3068313599s, input_fired_time: 0.6160517931, output_fired_time: 0.4120081067, propagate_forward_time: 24.8281078339, propagate_backward_time: 53.6624412537, weight_update_time: 0.1037247181, other_time: 1.7882194519
epoch time: 5.3729200363s, input_fired_time: 0.0814829320, output_fired_time: 0.0000000000, propagate_forward_time: 4.9647946358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266425133
validation[          , genome  6080] predictions:    9710/  10000 (97.10%), best:    9762/10000 (97.62%), error:      1015.20447, best error:       817.82556 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 80.7705307007s, input_fired_time: 0.6065222621, output_fired_time: 0.4020060003, propagate_forward_time: 24.6455783844, propagate_backward_time: 53.3166580200, weight_update_time: 0.1061772704, other_time: 1.7997665405
epoch time: 5.3751769066s, input_fired_time: 0.0828698948, output_fired_time: 0.0000000000, propagate_forward_time: 4.9749283791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3173785210
validation[          , genome  6080] predictions:    9745/  10000 (97.45%), best:    9762/10000 (97.62%), error:       876.68378, best error:       817.82556 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 80.8376159668s, input_fired_time: 0.6181768179, output_fired_time: 0.4132720232, propagate_forward_time: 24.6633300781, propagate_backward_time: 53.3482894897, weight_update_time: 0.1043616459, other_time: 1.7945480347
epoch time: 5.3735303879s, input_fired_time: 0.0808581412, output_fired_time: 0.0000000000, propagate_forward_time: 4.9684066772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242654800
validation[          , genome  6080] predictions:    9698/  10000 (96.98%), best:    9762/10000 (97.62%), error:       988.84369, best error:       817.82556 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.1480712891s, input_fired_time: 0.6033488512, output_fired_time: 0.4129977226, propagate_forward_time: 24.7763652802, propagate_backward_time: 53.5473861694, weight_update_time: 0.1049375907, other_time: 1.8079757690
epoch time: 5.3383960724s, input_fired_time: 0.0833942294, output_fired_time: 0.0000000000, propagate_forward_time: 4.9300355911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249664307
validation[          , genome  6080] predictions:    9737/  10000 (97.37%), best:    9762/10000 (97.62%), error:       823.98352, best error:       817.82556 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 80.9262313843s, input_fired_time: 0.6133381724, output_fired_time: 0.4102595150, propagate_forward_time: 24.7149581909, propagate_backward_time: 53.4120750427, weight_update_time: 0.1041344181, other_time: 1.7756004333
epoch time: 5.3409628868s, input_fired_time: 0.0852512419, output_fired_time: 0.0000000000, propagate_forward_time: 4.9278116226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278999329
validation[          , genome  6080] predictions:    9700/  10000 (97.00%), best:    9762/10000 (97.62%), error:       978.82819, best error:       817.82556 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.0807113647s, input_fired_time: 0.6051060557, output_fired_time: 0.4065988660, propagate_forward_time: 24.6967983246, propagate_backward_time: 53.5732192993, weight_update_time: 0.1047322005, other_time: 1.7989883423
epoch time: 5.3285713196s, input_fired_time: 0.0891760960, output_fired_time: 0.0000000000, propagate_forward_time: 4.9149065018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244886398
validation[          , genome  6080] predictions:    9727/  10000 (97.27%), best:    9762/10000 (97.62%), error:       873.91254, best error:       817.82556 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.2306594849s, input_fired_time: 0.6145796776, output_fired_time: 0.4029719830, propagate_forward_time: 24.8153190613, propagate_backward_time: 53.5979843140, weight_update_time: 0.1060844287, other_time: 1.7998085022
epoch time: 5.4741387367s, input_fired_time: 0.0815676749, output_fired_time: 0.0000000000, propagate_forward_time: 5.0609674454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316035271
validation[          , genome  6080] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       811.82111, best error:       811.82111 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 80.9630432129s, input_fired_time: 0.6102227569, output_fired_time: 0.4210981429, propagate_forward_time: 24.7137813568, propagate_backward_time: 53.4415893555, weight_update_time: 0.1031344905, other_time: 1.7763519287
epoch time: 5.3144769669s, input_fired_time: 0.0810493231, output_fired_time: 0.0000000000, propagate_forward_time: 4.9091677666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242597580
validation[          , genome  6080] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:       955.44269, best error:       811.82111 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 81.0604553223s, input_fired_time: 0.6013081074, output_fired_time: 0.4150686860, propagate_forward_time: 24.6786842346, propagate_backward_time: 53.5666961670, weight_update_time: 0.1075172573, other_time: 1.7986946106
epoch time: 5.3447842598s, input_fired_time: 0.0806570277, output_fired_time: 0.0000000000, propagate_forward_time: 4.9390635490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250637054
validation[          , genome  6080] predictions:    9716/  10000 (97.16%), best:    9757/10000 (97.57%), error:       948.98315, best error:       811.82111 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 80.8416442871s, input_fired_time: 0.6139308810, output_fired_time: 0.4029278755, propagate_forward_time: 24.6332397461, propagate_backward_time: 53.4081954956, weight_update_time: 0.1032181159, other_time: 1.7833480835
epoch time: 5.3441777229s, input_fired_time: 0.0813190043, output_fired_time: 0.0000000000, propagate_forward_time: 4.9383139610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245449066
validation[          , genome  6080] predictions:    9747/  10000 (97.47%), best:    9757/10000 (97.57%), error:       865.48657, best error:       811.82111 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 81.0995712280s, input_fired_time: 0.6126065254, output_fired_time: 0.4131927192, propagate_forward_time: 24.7633342743, propagate_backward_time: 53.5215148926, weight_update_time: 0.1043114290, other_time: 1.7889175415
epoch time: 5.3187713623s, input_fired_time: 0.0878844559, output_fired_time: 0.0000000000, propagate_forward_time: 4.9074511528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234357834
validation[          , genome  6080] predictions:    9703/  10000 (97.03%), best:    9757/10000 (97.57%), error:       955.76685, best error:       811.82111 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 81.1970138550s, input_fired_time: 0.6090438366, output_fired_time: 0.4133031368, propagate_forward_time: 24.7961521149, propagate_backward_time: 53.5967330933, weight_update_time: 0.1041724682, other_time: 1.7817840576
epoch time: 5.3727674484s, input_fired_time: 0.0812103301, output_fired_time: 0.0000000000, propagate_forward_time: 4.9682517052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233056068
validation[          , genome  6080] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       873.49384, best error:       811.82111 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 80.6920166016s, input_fired_time: 0.6108777523, output_fired_time: 0.4070987403, propagate_forward_time: 24.5966720581, propagate_backward_time: 53.2854766846, weight_update_time: 0.1054838076, other_time: 1.7918930054
epoch time: 5.3778524399s, input_fired_time: 0.0811821222, output_fired_time: 0.0000000000, propagate_forward_time: 4.9722766876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243937492
validation[          , genome  6080] predictions:    9751/  10000 (97.51%), best:    9757/10000 (97.57%), error:       835.24481, best error:       811.82111 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 81.2171554565s, input_fired_time: 0.6138322353, output_fired_time: 0.4133962095, propagate_forward_time: 24.7956218719, propagate_backward_time: 53.5832672119, weight_update_time: 0.1129122153, other_time: 1.8110351562
epoch time: 5.3547635078s, input_fired_time: 0.0851320848, output_fired_time: 0.0000000000, propagate_forward_time: 4.9460997581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235316277
validation[          , genome  6080] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       981.33276, best error:       811.82111 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.1203460693s, input_fired_time: 0.6127302647, output_fired_time: 0.4129600525, propagate_forward_time: 24.7559566498, propagate_backward_time: 53.5475997925, weight_update_time: 0.1080884263, other_time: 1.7910919189
epoch time: 5.2928423882s, input_fired_time: 0.0823424459, output_fired_time: 0.0000000000, propagate_forward_time: 4.8903675079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201322556
validation[          , genome  6080] predictions:    9573/  10000 (95.73%), best:    9757/10000 (97.57%), error:      1420.64172, best error:       811.82111 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 81.0256347656s, input_fired_time: 0.6043826938, output_fired_time: 0.4040817618, propagate_forward_time: 24.7278518677, propagate_backward_time: 53.5107383728, weight_update_time: 0.1044127345, other_time: 1.7785758972
epoch time: 5.3214507103s, input_fired_time: 0.0802729428, output_fired_time: 0.0000000000, propagate_forward_time: 4.9174494743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237280846
validation[          , genome  6080] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       903.45123, best error:       811.82111 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.8533401489s, input_fired_time: 0.6077314019, output_fired_time: 0.4062041938, propagate_forward_time: 24.6309413910, propagate_backward_time: 53.4301033020, weight_update_time: 0.1033184677, other_time: 1.7783546448
epoch time: 5.3191914558s, input_fired_time: 0.0809225813, output_fired_time: 0.0000000000, propagate_forward_time: 4.9121675491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261013031
validation[          , genome  6080] predictions:    9749/  10000 (97.49%), best:    9757/10000 (97.57%), error:       856.89264, best error:       811.82111 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 81.0944900513s, input_fired_time: 0.6111238599, output_fired_time: 0.4109592140, propagate_forward_time: 24.7459430695, propagate_backward_time: 53.5298805237, weight_update_time: 0.1038432494, other_time: 1.7965888977
epoch time: 5.3425412178s, input_fired_time: 0.0837409645, output_fired_time: 0.0000000000, propagate_forward_time: 4.9329905510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258094788
validation[          , genome  6080] predictions:    9719/  10000 (97.19%), best:    9757/10000 (97.57%), error:       896.96063, best error:       811.82111 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.1085128784s, input_fired_time: 0.6186475158, output_fired_time: 0.4066323936, propagate_forward_time: 24.7343673706, propagate_backward_time: 53.5352783203, weight_update_time: 0.1051884890, other_time: 1.8135910034
epoch time: 5.3726243973s, input_fired_time: 0.0811619833, output_fired_time: 0.0000000000, propagate_forward_time: 4.9647669792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266954422
validation[          , genome  6080] predictions:    9739/  10000 (97.39%), best:    9757/10000 (97.57%), error:       884.06635, best error:       811.82111 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 81.0592422485s, input_fired_time: 0.6161714196, output_fired_time: 0.4041726291, propagate_forward_time: 24.7310256958, propagate_backward_time: 53.5312194824, weight_update_time: 0.1075903624, other_time: 1.7766494751
epoch time: 5.3577055931s, input_fired_time: 0.0813246667, output_fired_time: 0.0000000000, propagate_forward_time: 4.9483542442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280267715
validation[          , genome  6080] predictions:    9687/  10000 (96.87%), best:    9757/10000 (97.57%), error:      1004.96173, best error:       811.82111 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 81.0542373657s, input_fired_time: 0.6100923419, output_fired_time: 0.4154490530, propagate_forward_time: 24.7588214874, propagate_backward_time: 53.4563674927, weight_update_time: 0.1042792127, other_time: 1.8135070801
epoch time: 5.3583340645s, input_fired_time: 0.0816053823, output_fired_time: 0.0000000000, propagate_forward_time: 4.9513235092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254051208
validation[          , genome  6080] predictions:    9620/  10000 (96.20%), best:    9757/10000 (97.57%), error:      1270.03625, best error:       811.82111 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 81.3273162842s, input_fired_time: 0.6103875637, output_fired_time: 0.4095095396, propagate_forward_time: 24.8448238373, propagate_backward_time: 53.6576118469, weight_update_time: 0.1080195233, other_time: 1.8049812317
epoch time: 5.3237690926s, input_fired_time: 0.0821163952, output_fired_time: 0.0000000000, propagate_forward_time: 4.9177007675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239517212
validation[          , genome  6080] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       903.08008, best error:       811.82111 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.9646224976s, input_fired_time: 0.6163378358, output_fired_time: 0.4147634506, propagate_forward_time: 24.9996070862, propagate_backward_time: 54.1207618713, weight_update_time: 0.1069925204, other_time: 1.8131484985
epoch time: 5.3961591721s, input_fired_time: 0.0824335217, output_fired_time: 0.0000000000, propagate_forward_time: 4.9879417419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257837296
validation[          , genome  6080] predictions:    9740/  10000 (97.40%), best:    9757/10000 (97.57%), error:       872.76819, best error:       811.82111 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 81.5116043091s, input_fired_time: 0.6112005711, output_fired_time: 0.4118000269, propagate_forward_time: 24.8614826202, propagate_backward_time: 53.8410530090, weight_update_time: 0.1044254377, other_time: 1.7860755920
epoch time: 5.3490047455s, input_fired_time: 0.0824825242, output_fired_time: 0.0000000000, propagate_forward_time: 4.9455232620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209991455
validation[          , genome  6080] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       912.83459, best error:       811.82111 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.3528442383s, input_fired_time: 0.6189953685, output_fired_time: 0.4057133794, propagate_forward_time: 24.8557186127, propagate_backward_time: 53.6709556580, weight_update_time: 0.1040581092, other_time: 1.8014564514
epoch time: 5.4146223068s, input_fired_time: 0.0833896101, output_fired_time: 0.0000000000, propagate_forward_time: 5.0053000450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259325027
validation[          , genome  6080] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:      1003.27429, best error:       811.82111 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 81.3108901978s, input_fired_time: 0.6154122949, output_fired_time: 0.4060779512, propagate_forward_time: 24.8156700134, propagate_backward_time: 53.6686782837, weight_update_time: 0.1065212041, other_time: 1.8050575256
epoch time: 5.3282542229s, input_fired_time: 0.0830583125, output_fired_time: 0.0000000000, propagate_forward_time: 4.9174208641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277750015
validation[          , genome  6080] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       925.94476, best error:       811.82111 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.0010910034s, input_fired_time: 0.6297166944, output_fired_time: 0.4151029885, propagate_forward_time: 24.7533149719, propagate_backward_time: 53.4219856262, weight_update_time: 0.1034393311, other_time: 1.7809753418
epoch time: 5.3745603561s, input_fired_time: 0.0840049312, output_fired_time: 0.0000000000, propagate_forward_time: 4.9609689713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295865059
validation[          , genome  6080] predictions:    9654/  10000 (96.54%), best:    9757/10000 (97.57%), error:      1151.40637, best error:       811.82111 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 80.8767318726s, input_fired_time: 0.6072886586, output_fired_time: 0.4116471708, propagate_forward_time: 24.6672706604, propagate_backward_time: 53.3994216919, weight_update_time: 0.1044912264, other_time: 1.7911033630
epoch time: 5.3463711739s, input_fired_time: 0.0871542618, output_fired_time: 0.0000000000, propagate_forward_time: 4.9359779358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232388496
validation[          , genome  6080] predictions:    9732/  10000 (97.32%), best:    9757/10000 (97.57%), error:       874.13562, best error:       811.82111 on epoch:    79, 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: 26.8591041565s, input_fired_time: 0.4133869708, output_fired_time: 0.0000000000, propagate_forward_time: 24.7732505798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6724662781
best training[          , genome  6080] predictions:   49574/  50000 (99.15%), best:    9757/10000 (97.57%), error:      1795.96851, best error:       811.82111 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 5.3621220589s, input_fired_time: 0.0847432613, output_fired_time: 0.0000000000, propagate_forward_time: 4.9533247948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240542412
   testing[          , genome  6080] predictions:    9764/  10000 (97.64%), best:    9757/10000 (97.57%), error:       823.36292, best error:       811.82111 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
21:50:37 (91862): called boinc_finish(0)

</stderr_txt>
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