Nameexact_genome_1512568488_45_6750_0
Workunit2604997
Created7 Dec 2017, 21:43:19 UTC
Sent7 Dec 2017, 21:45:30 UTC
Report deadline16 Dec 2017, 14:53:10 UTC
Received8 Dec 2017, 7:25:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67646
Run time2 hours 28 min 59 sec
CPU time2 hours 28 min 55 sec
Validate stateValid
Credit2,178.41
Device peak FLOPS3.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.41 MB
Peak swap size152.20 MB
Peak disk usage1.13 MB

Stderr output

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

epoch time: 81.0463104248s, input_fired_time: 0.9514218569, output_fired_time: 0.5894269943, propagate_forward_time: 30.6784820557, propagate_backward_time: 46.6450958252, weight_update_time: 0.0856476575, other_time: 2.1818847656
epoch time: 7.6450357437s, input_fired_time: 0.1110319272, output_fired_time: 0.0000000000, propagate_forward_time: 7.1574292183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765745163
validation[          , genome  6750] predictions:    9711/  10000 (97.11%), best:    9711/10000 (97.11%), error:       903.44373, best error:       903.44373 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 83.9809646606s, input_fired_time: 0.9744336605, output_fired_time: 0.5974159837, propagate_forward_time: 31.7743473053, propagate_backward_time: 48.6333503723, weight_update_time: 0.0868653804, other_time: 2.0014152527
epoch time: 6.5163545609s, input_fired_time: 0.0959227160, output_fired_time: 0.0000000000, propagate_forward_time: 6.0999369621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204946518
validation[          , genome  6750] predictions:    9683/  10000 (96.83%), best:    9711/10000 (97.11%), error:      1026.74011, best error:       903.44373 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 79.8341903687s, input_fired_time: 0.9290074706, output_fired_time: 0.5789466500, propagate_forward_time: 30.4014530182, propagate_backward_time: 46.0322875977, weight_update_time: 0.0815863013, other_time: 1.8924942017
epoch time: 6.5494909286s, input_fired_time: 0.0964816883, output_fired_time: 0.0000000000, propagate_forward_time: 6.1339669228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190422058
validation[          , genome  6750] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       899.34058, best error:       899.34058 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 79.8136901855s, input_fired_time: 0.9238637686, output_fired_time: 0.5857271552, propagate_forward_time: 30.3666610718, propagate_backward_time: 46.0923004150, weight_update_time: 0.0823147893, other_time: 1.8451385498
epoch time: 6.3387846947s, input_fired_time: 0.0958313346, output_fired_time: 0.0000000000, propagate_forward_time: 5.9302911758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126621246
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       850.60559, best error:       850.60559 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 80.9725646973s, input_fired_time: 0.9277350307, output_fired_time: 0.5787693262, propagate_forward_time: 30.8328437805, propagate_backward_time: 46.7858047485, weight_update_time: 0.0787103400, other_time: 1.8474159241
epoch time: 6.4299502373s, input_fired_time: 0.0927758738, output_fired_time: 0.0000000000, propagate_forward_time: 6.0281891823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089852333
validation[          , genome  6750] predictions:    9684/  10000 (96.84%), best:    9745/10000 (97.45%), error:      1002.52179, best error:       850.60559 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.5039825439s, input_fired_time: 0.9239304662, output_fired_time: 0.5820211172, propagate_forward_time: 30.6542263031, propagate_backward_time: 46.4759025574, weight_update_time: 0.0782584697, other_time: 1.8679008484
epoch time: 6.3774347305s, input_fired_time: 0.0931166112, output_fired_time: 0.0000000000, propagate_forward_time: 5.9794116020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3049063683
validation[          , genome  6750] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       823.02686, best error:       823.02686 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.6357269287s, input_fired_time: 0.9374238253, output_fired_time: 0.5824916363, propagate_forward_time: 31.0707015991, propagate_backward_time: 47.2096214294, weight_update_time: 0.0793505311, other_time: 1.8354911804
epoch time: 7.3353161812s, input_fired_time: 0.1046512201, output_fired_time: 0.0000000000, propagate_forward_time: 6.8767666817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538980484
validation[          , genome  6750] predictions:    9756/  10000 (97.56%), best:    9762/10000 (97.62%), error:       864.87982, best error:       823.02686 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 81.7792358398s, input_fired_time: 0.9618846178, output_fired_time: 0.5862329602, propagate_forward_time: 31.1027183533, propagate_backward_time: 47.2704277039, weight_update_time: 0.0792273134, other_time: 1.8579711914
epoch time: 6.3302907944s, input_fired_time: 0.0940359011, output_fired_time: 0.0000000000, propagate_forward_time: 5.9233174324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129372597
validation[          , genome  6750] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       832.52246, best error:       823.02686 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.8008422852s, input_fired_time: 0.9600189924, output_fired_time: 0.5857589841, propagate_forward_time: 31.2055587769, propagate_backward_time: 47.2395057678, weight_update_time: 0.0796896517, other_time: 1.8099937439
epoch time: 6.4709901810s, input_fired_time: 0.1151929051, output_fired_time: 0.0000000000, propagate_forward_time: 6.0460166931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3097805977
validation[          , genome  6750] predictions:    9698/  10000 (96.98%), best:    9762/10000 (97.62%), error:      1004.18561, best error:       823.02686 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 89.5874938965s, input_fired_time: 1.0297158957, output_fired_time: 0.6140416861, propagate_forward_time: 34.1066246033, propagate_backward_time: 51.7764053345, weight_update_time: 0.0917301551, other_time: 2.0607032776
epoch time: 6.3548536301s, input_fired_time: 0.0954360664, output_fired_time: 0.0000000000, propagate_forward_time: 5.9457507133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136668205
validation[          , genome  6750] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       809.42841, best error:       809.42841 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 78.0894775391s, input_fired_time: 0.9226533771, output_fired_time: 0.5623263717, propagate_forward_time: 29.6978874207, propagate_backward_time: 45.0519943237, weight_update_time: 0.0825961977, other_time: 1.8546180725
epoch time: 6.3368372917s, input_fired_time: 0.0949864313, output_fired_time: 0.0000000000, propagate_forward_time: 5.9255700111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162808418
validation[          , genome  6750] predictions:    9726/  10000 (97.26%), best:    9770/10000 (97.70%), error:       910.74976, best error:       809.42841 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 81.3554534912s, input_fired_time: 0.9399301410, output_fired_time: 0.5870736837, propagate_forward_time: 31.0352478027, propagate_backward_time: 46.9729118347, weight_update_time: 0.0794093087, other_time: 1.8202857971
epoch time: 6.3514385223s, input_fired_time: 0.0964345708, output_fired_time: 0.0000000000, propagate_forward_time: 5.9362835884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187203407
validation[          , genome  6750] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       873.25366, best error:       809.42841 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 86.7021713257s, input_fired_time: 1.0080839396, output_fired_time: 0.6086934209, propagate_forward_time: 32.9871749878, propagate_backward_time: 50.1646499634, weight_update_time: 0.0824655294, other_time: 1.9335632324
epoch time: 6.5311794281s, input_fired_time: 0.0957999676, output_fired_time: 0.0000000000, propagate_forward_time: 6.1022028923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331766129
validation[          , genome  6750] predictions:    9730/  10000 (97.30%), best:    9770/10000 (97.70%), error:       891.75616, best error:       809.42841 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 86.7234802246s, input_fired_time: 0.9717759490, output_fired_time: 0.6280931830, propagate_forward_time: 33.0676994324, propagate_backward_time: 49.9754219055, weight_update_time: 0.0863975883, other_time: 2.0804901123
epoch time: 7.1569747925s, input_fired_time: 0.1089612395, output_fired_time: 0.0000000000, propagate_forward_time: 6.6959547997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520588875
validation[          , genome  6750] predictions:    9768/  10000 (97.68%), best:    9770/10000 (97.70%), error:       830.74548, best error:       809.42841 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.3248825073s, input_fired_time: 0.9810696840, output_fired_time: 0.6177862287, propagate_forward_time: 32.8309135437, propagate_backward_time: 49.8747062683, weight_update_time: 0.0863232389, other_time: 2.0204086304
epoch time: 6.6866860390s, input_fired_time: 0.0972915739, output_fired_time: 0.0000000000, propagate_forward_time: 6.2660045624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233900070
validation[          , genome  6750] predictions:    9733/  10000 (97.33%), best:    9770/10000 (97.70%), error:       886.32672, best error:       809.42841 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 79.9697494507s, input_fired_time: 0.9214528799, output_fired_time: 0.5734486580, propagate_forward_time: 30.4923305511, propagate_backward_time: 46.2222137451, weight_update_time: 0.0780391395, other_time: 1.7602996826
epoch time: 6.4136986732s, input_fired_time: 0.0938539505, output_fired_time: 0.0000000000, propagate_forward_time: 6.0143489838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3054957390
validation[          , genome  6750] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       785.55310, best error:       785.55310 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 83.5189666748s, input_fired_time: 0.9698294997, output_fired_time: 0.5980613232, propagate_forward_time: 31.7999000549, propagate_backward_time: 48.3059654236, weight_update_time: 0.0849623755, other_time: 1.8452148438
epoch time: 6.7051301003s, input_fired_time: 0.0994989872, output_fired_time: 0.0000000000, propagate_forward_time: 6.2823224068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233084679
validation[          , genome  6750] predictions:    9643/  10000 (96.43%), best:    9747/10000 (97.47%), error:      1140.63171, best error:       785.55310 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 83.3927993774s, input_fired_time: 0.9610024691, output_fired_time: 0.5893439651, propagate_forward_time: 31.7718906403, propagate_backward_time: 48.1531639099, weight_update_time: 0.0866327807, other_time: 1.9174003601
epoch time: 6.5831346512s, input_fired_time: 0.0992654711, output_fired_time: 0.0000000000, propagate_forward_time: 6.1407346725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431344032
validation[          , genome  6750] predictions:    9744/  10000 (97.44%), best:    9747/10000 (97.47%), error:       848.63782, best error:       785.55310 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 79.5499572754s, input_fired_time: 0.9395167828, output_fired_time: 0.5695383549, propagate_forward_time: 30.2312564850, propagate_backward_time: 45.9345703125, weight_update_time: 0.0836714357, other_time: 1.8750762939
epoch time: 6.3355369568s, input_fired_time: 0.0978443623, output_fired_time: 0.0000000000, propagate_forward_time: 5.9220457077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156471252
validation[          , genome  6750] predictions:    9776/  10000 (97.76%), best:    9747/10000 (97.47%), error:       817.01776, best error:       785.55310 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 85.5858612061s, input_fired_time: 0.9666802287, output_fired_time: 0.6051785946, propagate_forward_time: 32.6509666443, propagate_backward_time: 49.2742958069, weight_update_time: 0.0844523832, other_time: 2.0887374878
epoch time: 6.6227021217s, input_fired_time: 0.0981842801, output_fired_time: 0.0000000000, propagate_forward_time: 6.2055768967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189411163
validation[          , genome  6750] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       893.07452, best error:       785.55310 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 86.5582427979s, input_fired_time: 0.9808815718, output_fired_time: 0.6182291508, propagate_forward_time: 32.9286575317, propagate_backward_time: 49.9339523315, weight_update_time: 0.0869876817, other_time: 2.0965194702
epoch time: 6.6322512627s, input_fired_time: 0.1197423786, output_fired_time: 0.0000000000, propagate_forward_time: 6.1748142242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3376946449
validation[          , genome  6750] predictions:    9763/  10000 (97.63%), best:    9747/10000 (97.47%), error:       819.89008, best error:       785.55310 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 84.4759674072s, input_fired_time: 0.9860919118, output_fired_time: 0.5974515676, propagate_forward_time: 32.2370986938, propagate_backward_time: 48.6942329407, weight_update_time: 0.0819740966, other_time: 1.9610939026
epoch time: 6.6706075668s, input_fired_time: 0.1176893860, output_fired_time: 0.0000000000, propagate_forward_time: 6.2351050377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178129196
validation[          , genome  6750] predictions:    9731/  10000 (97.31%), best:    9747/10000 (97.47%), error:       898.13092, best error:       785.55310 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 82.9424209595s, input_fired_time: 0.9571129680, output_fired_time: 0.5929548144, propagate_forward_time: 31.5730781555, propagate_backward_time: 47.9669265747, weight_update_time: 0.0805854127, other_time: 1.8523445129
epoch time: 6.5797719955s, input_fired_time: 0.0988992751, output_fired_time: 0.0000000000, propagate_forward_time: 6.1634650230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174076080
validation[          , genome  6750] predictions:    9680/  10000 (96.80%), best:    9747/10000 (97.47%), error:      1016.05176, best error:       785.55310 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 82.4585189819s, input_fired_time: 0.9761130214, output_fired_time: 0.6040513515, propagate_forward_time: 31.4220008850, propagate_backward_time: 47.5735702515, weight_update_time: 0.0809723139, other_time: 1.8827857971
epoch time: 6.8378314972s, input_fired_time: 0.1022100747, output_fired_time: 0.0000000000, propagate_forward_time: 6.4085988998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270225525
validation[          , genome  6750] predictions:    9752/  10000 (97.52%), best:    9747/10000 (97.47%), error:       864.47894, best error:       785.55310 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 80.6683731079s, input_fired_time: 0.9489344358, output_fired_time: 0.5799387693, propagate_forward_time: 30.6922893524, propagate_backward_time: 46.6007575989, weight_update_time: 0.0807129815, other_time: 1.8464469910
epoch time: 6.3416810036s, input_fired_time: 0.0987854525, output_fired_time: 0.0000000000, propagate_forward_time: 5.9248523712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180432320
validation[          , genome  6750] predictions:    9731/  10000 (97.31%), best:    9747/10000 (97.47%), error:       888.75677, best error:       785.55310 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 78.7005920410s, input_fired_time: 0.9606597424, output_fired_time: 0.5662832260, propagate_forward_time: 29.9719028473, propagate_backward_time: 45.3349227905, weight_update_time: 0.0821593106, other_time: 1.8668212891
epoch time: 6.4389796257s, input_fired_time: 0.0988573506, output_fired_time: 0.0000000000, propagate_forward_time: 6.0244956017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156266212
validation[          , genome  6750] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       884.51971, best error:       785.55310 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 84.8724822998s, input_fired_time: 0.9639678597, output_fired_time: 0.6049336195, propagate_forward_time: 32.2629890442, propagate_backward_time: 49.0051727295, weight_update_time: 0.0824131221, other_time: 2.0354194641
epoch time: 6.6046090126s, input_fired_time: 0.0991342366, output_fired_time: 0.0000000000, propagate_forward_time: 6.1909885406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144860268
validation[          , genome  6750] predictions:    9727/  10000 (97.27%), best:    9747/10000 (97.47%), error:       839.81812, best error:       785.55310 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 88.6372375488s, input_fired_time: 1.0247305632, output_fired_time: 0.6145775914, propagate_forward_time: 33.8587684631, propagate_backward_time: 51.1388359070, weight_update_time: 0.0895069838, other_time: 2.0003280640
epoch time: 7.2505784035s, input_fired_time: 0.1043459922, output_fired_time: 0.0000000000, propagate_forward_time: 6.7853131294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609194756
validation[          , genome  6750] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       734.70258, best error:       734.70258 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 87.0414505005s, input_fired_time: 0.9926415086, output_fired_time: 0.6142905951, propagate_forward_time: 33.1245155334, propagate_backward_time: 50.3807945251, weight_update_time: 0.0835646391, other_time: 1.9292068481
epoch time: 6.4717001915s, input_fired_time: 0.0980542675, output_fired_time: 0.0000000000, propagate_forward_time: 6.0590658188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145799637
validation[          , genome  6750] predictions:    9735/  10000 (97.35%), best:    9790/10000 (97.90%), error:       916.13531, best error:       734.70258 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 82.5856246948s, input_fired_time: 0.9492928982, output_fired_time: 0.6093977094, propagate_forward_time: 31.3698196411, propagate_backward_time: 47.8146629333, weight_update_time: 0.0810163990, other_time: 1.8424491882
epoch time: 6.5752892494s, input_fired_time: 0.0989729911, output_fired_time: 0.0000000000, propagate_forward_time: 6.1616697311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146467209
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       867.46033, best error:       734.70258 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 81.1965103149s, input_fired_time: 0.9856747985, output_fired_time: 0.5839195848, propagate_forward_time: 30.9486579895, propagate_backward_time: 46.8582305908, weight_update_time: 0.0791570023, other_time: 1.8200263977
epoch time: 6.6235847473s, input_fired_time: 0.0998647511, output_fired_time: 0.0000000000, propagate_forward_time: 6.2044429779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192768097
validation[          , genome  6750] predictions:    9752/  10000 (97.52%), best:    9790/10000 (97.90%), error:       781.57867, best error:       734.70258 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 80.5696334839s, input_fired_time: 0.9787740707, output_fired_time: 0.5688866377, propagate_forward_time: 30.5452594757, propagate_backward_time: 46.5804901123, weight_update_time: 0.1041800305, other_time: 1.8962249756
epoch time: 6.4910073280s, input_fired_time: 0.0965978950, output_fired_time: 0.0000000000, propagate_forward_time: 6.0882902145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3061194420
validation[          , genome  6750] predictions:    9728/  10000 (97.28%), best:    9790/10000 (97.90%), error:       832.56036, best error:       734.70258 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 80.8683929443s, input_fired_time: 0.9772441387, output_fired_time: 0.5732576251, propagate_forward_time: 30.7872295380, propagate_backward_time: 46.6317634583, weight_update_time: 0.0820411816, other_time: 1.8988990784
epoch time: 6.5408768654s, input_fired_time: 0.1000692323, output_fired_time: 0.0000000000, propagate_forward_time: 6.1217432022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190646172
validation[          , genome  6750] predictions:    9758/  10000 (97.58%), best:    9790/10000 (97.90%), error:       849.62170, best error:       734.70258 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 83.2208862305s, input_fired_time: 0.9599456787, output_fired_time: 0.5905592442, propagate_forward_time: 31.7636604309, propagate_backward_time: 48.0321769714, weight_update_time: 0.0805796608, other_time: 1.8745422363
epoch time: 6.5539941788s, input_fired_time: 0.0973591581, output_fired_time: 0.0000000000, propagate_forward_time: 6.1434707642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3131642342
validation[          , genome  6750] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       883.11548, best error:       734.70258 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.9602661133s, input_fired_time: 0.9987555146, output_fired_time: 0.6166324019, propagate_forward_time: 33.2960739136, propagate_backward_time: 50.1310615540, weight_update_time: 0.0827479288, other_time: 1.9177436829
epoch time: 6.9495487213s, input_fired_time: 0.0992137715, output_fired_time: 0.0000000000, propagate_forward_time: 6.5223460197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279891014
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       833.60614, best error:       734.70258 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 83.6120071411s, input_fired_time: 0.9522953629, output_fired_time: 0.5925807953, propagate_forward_time: 31.7767162323, propagate_backward_time: 48.4548454285, weight_update_time: 0.0808317438, other_time: 1.8355674744
epoch time: 6.8313794136s, input_fired_time: 0.1022541523, output_fired_time: 0.0000000000, propagate_forward_time: 6.3975691795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315558434
validation[          , genome  6750] predictions:    9774/  10000 (97.74%), best:    9790/10000 (97.90%), error:       764.72626, best error:       734.70258 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 82.6646194458s, input_fired_time: 1.0006158352, output_fired_time: 0.5855364203, propagate_forward_time: 31.4780006409, propagate_backward_time: 47.7374572754, weight_update_time: 0.0814604387, other_time: 1.8630104065
epoch time: 6.3639230728s, input_fired_time: 0.0973924175, output_fired_time: 0.0000000000, propagate_forward_time: 5.9591765404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073539734
validation[          , genome  6750] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       753.63177, best error:       734.70258 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 79.8554000854s, input_fired_time: 0.9507334828, output_fired_time: 0.5731882453, propagate_forward_time: 30.4482746124, propagate_backward_time: 46.0370025635, weight_update_time: 0.0803690851, other_time: 1.8461990356
epoch time: 6.7867798805s, input_fired_time: 0.1044156849, output_fired_time: 0.0000000000, propagate_forward_time: 6.3498563766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325076103
validation[          , genome  6750] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       734.08179, best error:       734.08179 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 82.1165466309s, input_fired_time: 0.9765141010, output_fired_time: 0.6098551750, propagate_forward_time: 31.0914478302, propagate_backward_time: 47.5837135315, weight_update_time: 0.0799530819, other_time: 1.8550148010
epoch time: 6.3767857552s, input_fired_time: 0.0981653631, output_fired_time: 0.0000000000, propagate_forward_time: 5.9702749252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083453178
validation[          , genome  6750] predictions:    9703/  10000 (97.03%), best:    9785/10000 (97.85%), error:      1008.69867, best error:       734.08179 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.2221527100s, input_fired_time: 0.9581525922, output_fired_time: 0.5794975758, propagate_forward_time: 30.9592342377, propagate_backward_time: 46.9030456543, weight_update_time: 0.0789273754, other_time: 1.8222198486
epoch time: 6.3972020149s, input_fired_time: 0.0989982486, output_fired_time: 0.0000000000, propagate_forward_time: 5.9863281250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118758202
validation[          , genome  6750] predictions:    9760/  10000 (97.60%), best:    9785/10000 (97.85%), error:       770.16724, best error:       734.08179 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 79.1693038940s, input_fired_time: 0.9645791054, output_fired_time: 0.5687618852, propagate_forward_time: 30.1509437561, propagate_backward_time: 45.6883850098, weight_update_time: 0.0766089708, other_time: 1.7966346741
epoch time: 6.3376927376s, input_fired_time: 0.0971188992, output_fired_time: 0.0000000000, propagate_forward_time: 5.9329385757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076353073
validation[          , genome  6750] predictions:    9771/  10000 (97.71%), best:    9785/10000 (97.85%), error:       761.58679, best error:       734.08179 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 79.9974899292s, input_fired_time: 0.9432854056, output_fired_time: 0.5710001588, propagate_forward_time: 30.4311923981, propagate_backward_time: 46.2600326538, weight_update_time: 0.0777540058, other_time: 1.7919845581
epoch time: 6.4007163048s, input_fired_time: 0.0986793339, output_fired_time: 0.0000000000, propagate_forward_time: 5.9866552353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153815269
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9785/10000 (97.85%), error:       830.52020, best error:       734.08179 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 79.1045608521s, input_fired_time: 0.9600468278, output_fired_time: 0.5732655525, propagate_forward_time: 30.1021080017, propagate_backward_time: 45.6913223267, weight_update_time: 0.0771437734, other_time: 1.7778205872
epoch time: 6.7339859009s, input_fired_time: 0.1019800976, output_fired_time: 0.0000000000, propagate_forward_time: 6.3137526512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182530403
validation[          , genome  6750] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       717.27185, best error:       717.27185 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 79.4421157837s, input_fired_time: 0.9452350140, output_fired_time: 0.5753195882, propagate_forward_time: 30.1937446594, propagate_backward_time: 45.9434089661, weight_update_time: 0.0785258338, other_time: 1.7844085693
epoch time: 7.7045407295s, input_fired_time: 0.1114738062, output_fired_time: 0.0000000000, propagate_forward_time: 7.2436518669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3494148254
validation[          , genome  6750] predictions:    9738/  10000 (97.38%), best:    9781/10000 (97.81%), error:       874.27423, best error:       717.27185 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 81.0560607910s, input_fired_time: 0.9505116343, output_fired_time: 0.5820513368, propagate_forward_time: 30.8440551758, propagate_backward_time: 46.8848037720, weight_update_time: 0.0790847018, other_time: 1.7946395874
epoch time: 6.6504349709s, input_fired_time: 0.1006323099, output_fired_time: 0.0000000000, propagate_forward_time: 6.2320418358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177609444
validation[          , genome  6750] predictions:    9762/  10000 (97.62%), best:    9781/10000 (97.81%), error:       813.14270, best error:       717.27185 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 80.1089553833s, input_fired_time: 0.9453259110, output_fired_time: 0.5735204816, propagate_forward_time: 30.5469360352, propagate_backward_time: 46.2752609253, weight_update_time: 0.0779817700, other_time: 1.7679138184
epoch time: 6.3180465698s, input_fired_time: 0.0965628773, output_fired_time: 0.0000000000, propagate_forward_time: 5.9200077057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3014760017
validation[          , genome  6750] predictions:    9761/  10000 (97.61%), best:    9781/10000 (97.81%), error:       820.53632, best error:       717.27185 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 78.5403518677s, input_fired_time: 0.9325969219, output_fired_time: 0.5761628151, propagate_forward_time: 29.9196224213, propagate_backward_time: 45.3947067261, weight_update_time: 0.0758943856, other_time: 1.7172622681
epoch time: 6.3394846916s, input_fired_time: 0.0986030102, output_fired_time: 0.0000000000, propagate_forward_time: 5.9390363693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018455505
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       805.45117, best error:       717.27185 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 80.4446182251s, input_fired_time: 0.9523662329, output_fired_time: 0.5772556663, propagate_forward_time: 30.6625881195, propagate_backward_time: 46.4422264099, weight_update_time: 0.0781386644, other_time: 1.8101768494
epoch time: 6.6164174080s, input_fired_time: 0.1027693003, output_fired_time: 0.0000000000, propagate_forward_time: 6.1901950836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234529495
validation[          , genome  6750] predictions:    9690/  10000 (96.90%), best:    9781/10000 (97.81%), error:      1058.54236, best error:       717.27185 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 84.2369232178s, input_fired_time: 0.9776600599, output_fired_time: 0.6058378220, propagate_forward_time: 32.2205200195, propagate_backward_time: 48.5220146179, weight_update_time: 0.0810737833, other_time: 1.9108924866
epoch time: 6.9013743401s, input_fired_time: 0.1048610657, output_fired_time: 0.0000000000, propagate_forward_time: 6.4529013634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436117172
validation[          , genome  6750] predictions:    9689/  10000 (96.89%), best:    9781/10000 (97.81%), error:      1008.31110, best error:       717.27185 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 83.4838409424s, input_fired_time: 1.0030075312, output_fired_time: 0.5963113904, propagate_forward_time: 31.6504096985, propagate_backward_time: 48.3965911865, weight_update_time: 0.0805666149, other_time: 1.8375205994
epoch time: 6.4933843613s, input_fired_time: 0.0994032472, output_fired_time: 0.0000000000, propagate_forward_time: 6.0847935677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091874123
validation[          , genome  6750] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       811.41321, best error:       717.27185 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.9825668335s, input_fired_time: 0.9533203840, output_fired_time: 0.5935555696, propagate_forward_time: 31.2361736298, propagate_backward_time: 47.3990554810, weight_update_time: 0.0785732344, other_time: 1.8004531860
epoch time: 6.4803247452s, input_fired_time: 0.0999425277, output_fired_time: 0.0000000000, propagate_forward_time: 6.0748085976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3055734634
validation[          , genome  6750] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       845.17621, best error:       717.27185 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.7356948853s, input_fired_time: 0.9547321796, output_fired_time: 0.5853199959, propagate_forward_time: 31.0413017273, propagate_backward_time: 47.3482780457, weight_update_time: 0.0789757445, other_time: 1.8060607910
epoch time: 6.5762681961s, input_fired_time: 0.1018363982, output_fired_time: 0.0000000000, propagate_forward_time: 6.1607518196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136801720
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       771.78308, best error:       717.27185 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 81.6784362793s, input_fired_time: 0.9954304099, output_fired_time: 0.5764235854, propagate_forward_time: 31.0533714294, propagate_backward_time: 47.2709388733, weight_update_time: 0.0789733231, other_time: 1.7822723389
epoch time: 6.6113924980s, input_fired_time: 0.1008498445, output_fired_time: 0.0000000000, propagate_forward_time: 6.1984758377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120670319
validation[          , genome  6750] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       835.84491, best error:       717.27185 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 80.6608200073s, input_fired_time: 0.9478086829, output_fired_time: 0.5809612870, propagate_forward_time: 30.7287769318, propagate_backward_time: 46.6242294312, weight_update_time: 0.0778424144, other_time: 1.7790451050
epoch time: 6.3372097015s, input_fired_time: 0.0982098728, output_fired_time: 0.0000000000, propagate_forward_time: 5.9370927811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019070625
validation[          , genome  6750] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       857.95392, best error:       717.27185 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 78.9831008911s, input_fired_time: 0.9488214850, output_fired_time: 0.5679917336, propagate_forward_time: 30.0405864716, propagate_backward_time: 45.5775108337, weight_update_time: 0.0813429281, other_time: 1.8481864929
epoch time: 6.4272747040s, input_fired_time: 0.1017410085, output_fired_time: 0.0000000000, propagate_forward_time: 6.0050330162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205008507
validation[          , genome  6750] predictions:    9759/  10000 (97.59%), best:    9781/10000 (97.81%), error:       818.86981, best error:       717.27185 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 78.5394439697s, input_fired_time: 0.9494643211, output_fired_time: 0.5646886230, propagate_forward_time: 29.8232555389, propagate_backward_time: 45.3052902222, weight_update_time: 0.0822166875, other_time: 1.8967437744
epoch time: 6.7013320923s, input_fired_time: 0.1069016457, output_fired_time: 0.0000000000, propagate_forward_time: 6.2634181976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310122490
validation[          , genome  6750] predictions:    9768/  10000 (97.68%), best:    9781/10000 (97.81%), error:       755.12292, best error:       717.27185 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 80.4236831665s, input_fired_time: 0.9447541833, output_fired_time: 0.5812140703, propagate_forward_time: 30.6560459137, propagate_backward_time: 46.4689674377, weight_update_time: 0.0777604207, other_time: 1.7727012634
epoch time: 6.3958988190s, input_fired_time: 0.0977111980, output_fired_time: 0.0000000000, propagate_forward_time: 5.9867205620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114671707
validation[          , genome  6750] predictions:    9720/  10000 (97.20%), best:    9781/10000 (97.81%), error:       885.38232, best error:       717.27185 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 80.8896179199s, input_fired_time: 0.9591223598, output_fired_time: 0.5834186077, propagate_forward_time: 30.7363185883, propagate_backward_time: 46.7760810852, weight_update_time: 0.0808503032, other_time: 1.8346748352
epoch time: 6.3543839455s, input_fired_time: 0.0989109203, output_fired_time: 0.0000000000, propagate_forward_time: 5.9516553879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3038177490
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       810.72229, best error:       717.27185 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.1909561157s, input_fired_time: 0.9782673120, output_fired_time: 0.5855862498, propagate_forward_time: 30.9056892395, propagate_backward_time: 46.9207839966, weight_update_time: 0.0803878158, other_time: 1.8006324768
epoch time: 6.7057752609s, input_fired_time: 0.1036280394, output_fired_time: 0.0000000000, propagate_forward_time: 6.2846555710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174915314
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       841.68475, best error:       717.27185 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.6262969971s, input_fired_time: 0.9593777657, output_fired_time: 0.5821434855, propagate_forward_time: 30.7245006561, propagate_backward_time: 46.5513114929, weight_update_time: 0.0801586881, other_time: 1.8089561462
epoch time: 6.4475469589s, input_fired_time: 0.1001657844, output_fired_time: 0.0000000000, propagate_forward_time: 6.0413193703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3060617447
validation[          , genome  6750] predictions:    9736/  10000 (97.36%), best:    9781/10000 (97.81%), error:       853.90454, best error:       717.27185 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 79.7959671021s, input_fired_time: 0.9458078146, output_fired_time: 0.5870524049, propagate_forward_time: 30.3768081665, propagate_backward_time: 46.1554031372, weight_update_time: 0.0770572796, other_time: 1.7308959961
epoch time: 6.3198637962s, input_fired_time: 0.0988726616, output_fired_time: 0.0000000000, propagate_forward_time: 5.9190907478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3019003868
validation[          , genome  6750] predictions:    9764/  10000 (97.64%), best:    9781/10000 (97.81%), error:       802.34619, best error:       717.27185 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 79.2626876831s, input_fired_time: 0.9536943436, output_fired_time: 0.5816274881, propagate_forward_time: 30.2510814667, propagate_backward_time: 45.7056121826, weight_update_time: 0.0782848224, other_time: 1.7706680298
epoch time: 6.4276323318s, input_fired_time: 0.1026548743, output_fired_time: 0.0000000000, propagate_forward_time: 6.0068836212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180937767
validation[          , genome  6750] predictions:    9768/  10000 (97.68%), best:    9781/10000 (97.81%), error:       781.70203, best error:       717.27185 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 81.9139175415s, input_fired_time: 0.9801239967, output_fired_time: 0.5882251859, propagate_forward_time: 31.1745376587, propagate_backward_time: 47.3351211548, weight_update_time: 0.0804376975, other_time: 1.8359069824
epoch time: 6.3779568672s, input_fired_time: 0.1042862982, output_fired_time: 0.0000000000, propagate_forward_time: 5.9486126900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250579834
validation[          , genome  6750] predictions:    9741/  10000 (97.41%), best:    9781/10000 (97.81%), error:       850.58911, best error:       717.27185 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 80.9112548828s, input_fired_time: 0.9857641459, output_fired_time: 0.5823483467, propagate_forward_time: 30.6953659058, propagate_backward_time: 46.6944503784, weight_update_time: 0.0844934583, other_time: 1.9533233643
epoch time: 6.5003204346s, input_fired_time: 0.1042197645, output_fired_time: 0.0000000000, propagate_forward_time: 6.0700631142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260374069
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       769.21698, best error:       717.27185 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 84.1425552368s, input_fired_time: 1.0000010729, output_fired_time: 0.5989320874, propagate_forward_time: 32.0257987976, propagate_backward_time: 48.5567893982, weight_update_time: 0.0865519270, other_time: 1.9610366821
epoch time: 6.3878588676s, input_fired_time: 0.1032528430, output_fired_time: 0.0000000000, propagate_forward_time: 5.9591994286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254065514
validation[          , genome  6750] predictions:    9720/  10000 (97.20%), best:    9781/10000 (97.81%), error:       923.78522, best error:       717.27185 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 81.8312988281s, input_fired_time: 0.9739932418, output_fired_time: 0.5833991766, propagate_forward_time: 31.1451339722, propagate_backward_time: 47.2836761475, weight_update_time: 0.0801534504, other_time: 1.8451004028
epoch time: 6.4454140663s, input_fired_time: 0.1010500193, output_fired_time: 0.0000000000, propagate_forward_time: 6.0337114334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106527328
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       814.73578, best error:       717.27185 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 80.0461654663s, input_fired_time: 0.9614003301, output_fired_time: 0.5753361583, propagate_forward_time: 30.5602340698, propagate_backward_time: 46.1791191101, weight_update_time: 0.0791836381, other_time: 1.7700767517
epoch time: 6.7253770828s, input_fired_time: 0.1048298106, output_fired_time: 0.0000000000, propagate_forward_time: 6.3017220497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188252449
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       780.81384, best error:       717.27185 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 79.4210891724s, input_fired_time: 0.9736182094, output_fired_time: 0.5778345466, propagate_forward_time: 30.2707576752, propagate_backward_time: 45.8687705994, weight_update_time: 0.0772057697, other_time: 1.7301063538
epoch time: 6.5304975510s, input_fired_time: 0.1039139777, output_fired_time: 0.0000000000, propagate_forward_time: 6.1138963699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3126873970
validation[          , genome  6750] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       854.84247, best error:       717.27185 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 80.7036285400s, input_fired_time: 0.9643901587, output_fired_time: 0.5902774930, propagate_forward_time: 30.6644802094, propagate_backward_time: 46.7222518921, weight_update_time: 0.0784039572, other_time: 1.7622222900
epoch time: 6.4210200310s, input_fired_time: 0.1018910110, output_fired_time: 0.0000000000, propagate_forward_time: 6.0135169029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3056120872
validation[          , genome  6750] predictions:    9753/  10000 (97.53%), best:    9781/10000 (97.81%), error:       829.27728, best error:       717.27185 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 79.0089263916s, input_fired_time: 0.9650698304, output_fired_time: 0.5732970834, propagate_forward_time: 30.1080684662, propagate_backward_time: 45.5545806885, weight_update_time: 0.0796560049, other_time: 1.8079071045
epoch time: 6.6267075539s, input_fired_time: 0.1041207388, output_fired_time: 0.0000000000, propagate_forward_time: 6.2074794769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151073456
validation[          , genome  6750] predictions:    9759/  10000 (97.59%), best:    9781/10000 (97.81%), error:       773.06372, best error:       717.27185 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 80.9606933594s, input_fired_time: 0.9770223498, output_fired_time: 0.5841200352, propagate_forward_time: 30.7273654938, propagate_backward_time: 46.6430625916, weight_update_time: 0.0821182057, other_time: 2.0291252136
epoch time: 6.4626612663s, input_fired_time: 0.1051084399, output_fired_time: 0.0000000000, propagate_forward_time: 6.0219511986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356018066
validation[          , genome  6750] predictions:    9698/  10000 (96.98%), best:    9781/10000 (97.81%), error:      1000.17804, best error:       717.27185 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.2600708008s, input_fired_time: 1.0138508081, output_fired_time: 0.6081833839, propagate_forward_time: 32.4856681824, propagate_backward_time: 49.0649223328, weight_update_time: 0.0857001096, other_time: 2.0874481201
epoch time: 6.6585278511s, input_fired_time: 0.1064965203, output_fired_time: 0.0000000000, propagate_forward_time: 6.2260694504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259620667
validation[          , genome  6750] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       712.20398, best error:       712.20398 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 80.6981201172s, input_fired_time: 0.9760170579, output_fired_time: 0.5799310803, propagate_forward_time: 30.7111473083, propagate_backward_time: 46.5786819458, weight_update_time: 0.0820449889, other_time: 1.8523368835
epoch time: 6.4942374229s, input_fired_time: 0.1033244431, output_fired_time: 0.0000000000, propagate_forward_time: 6.0797739029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111391068
validation[          , genome  6750] predictions:    9759/  10000 (97.59%), best:    9788/10000 (97.88%), error:       795.27954, best error:       712.20398 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 79.7243347168s, input_fired_time: 0.9548869133, output_fired_time: 0.5863115788, propagate_forward_time: 30.3344593048, propagate_backward_time: 46.1100692749, weight_update_time: 0.0772764459, other_time: 1.7386093140
epoch time: 6.3433098793s, input_fired_time: 0.1011114419, output_fired_time: 0.0000000000, propagate_forward_time: 5.9404101372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017883301
validation[          , genome  6750] predictions:    9781/  10000 (97.81%), best:    9788/10000 (97.88%), error:       731.72662, best error:       712.20398 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 80.6664428711s, input_fired_time: 0.9580796361, output_fired_time: 0.5870114565, propagate_forward_time: 30.7560310364, propagate_backward_time: 46.6423110962, weight_update_time: 0.0775920898, other_time: 1.7230110168
epoch time: 6.6723928452s, input_fired_time: 0.1052704081, output_fired_time: 0.0000000000, propagate_forward_time: 6.2515211105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156013489
validation[          , genome  6750] predictions:    9740/  10000 (97.40%), best:    9788/10000 (97.88%), error:       831.61334, best error:       712.20398 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.1428985596s, input_fired_time: 0.9607478380, output_fired_time: 0.5930297971, propagate_forward_time: 30.4754810333, propagate_backward_time: 46.3692932129, weight_update_time: 0.0794996545, other_time: 1.7443466187
epoch time: 6.5206751823s, input_fired_time: 0.1017918438, output_fired_time: 0.0000000000, propagate_forward_time: 6.0934391022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254442215
validation[          , genome  6750] predictions:    9748/  10000 (97.48%), best:    9788/10000 (97.88%), error:       863.77936, best error:       712.20398 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 79.8742675781s, input_fired_time: 0.9608640671, output_fired_time: 0.5709246993, propagate_forward_time: 30.4437255859, propagate_backward_time: 46.1473159790, weight_update_time: 0.0776454508, other_time: 1.7514419556
epoch time: 6.7256293297s, input_fired_time: 0.1057826281, output_fired_time: 0.0000000000, propagate_forward_time: 6.3016281128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182187080
validation[          , genome  6750] predictions:    9767/  10000 (97.67%), best:    9788/10000 (97.88%), error:       797.56226, best error:       712.20398 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 80.2474746704s, input_fired_time: 0.9689282179, output_fired_time: 0.5748852491, propagate_forward_time: 30.5355396271, propagate_backward_time: 46.3638572693, weight_update_time: 0.0822401047, other_time: 1.8042716980
epoch time: 8.0453901291s, input_fired_time: 0.1192107350, output_fired_time: 0.0000000000, propagate_forward_time: 7.5655021667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606772423
validation[          , genome  6750] predictions:    9734/  10000 (97.34%), best:    9788/10000 (97.88%), error:       895.33301, best error:       712.20398 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 80.6428680420s, input_fired_time: 0.9643807411, output_fired_time: 0.5822174549, propagate_forward_time: 30.8132743835, propagate_backward_time: 46.5129394531, weight_update_time: 0.0793093443, other_time: 1.7700614929
epoch time: 8.3163318634s, input_fired_time: 0.1226224303, output_fired_time: 0.0000000000, propagate_forward_time: 7.8202118874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734974861
validation[          , genome  6750] predictions:    9751/  10000 (97.51%), best:    9788/10000 (97.88%), error:       827.65137, best error:       712.20398 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 80.4381713867s, input_fired_time: 0.9626691937, output_fired_time: 0.5849077702, propagate_forward_time: 30.6129970551, propagate_backward_time: 46.5292091370, weight_update_time: 0.0784315243, other_time: 1.7483863831
epoch time: 6.5510873795s, input_fired_time: 0.1035168320, output_fired_time: 0.0000000000, propagate_forward_time: 6.1374020576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3101682663
validation[          , genome  6750] predictions:    9740/  10000 (97.40%), best:    9788/10000 (97.88%), error:       848.49292, best error:       712.20398 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 79.7122573853s, input_fired_time: 0.9586302042, output_fired_time: 0.5716165304, propagate_forward_time: 30.3429813385, propagate_backward_time: 46.0978355408, weight_update_time: 0.0778826922, other_time: 1.7411918640
epoch time: 6.3991589546s, input_fired_time: 0.1021785587, output_fired_time: 0.0000000000, propagate_forward_time: 5.9930481911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039321899
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9788/10000 (97.88%), error:       813.58722, best error:       712.20398 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 80.2897567749s, input_fired_time: 0.9711245298, output_fired_time: 0.5830672979, propagate_forward_time: 30.5586853027, propagate_backward_time: 46.3853988647, weight_update_time: 0.0805711299, other_time: 1.7914810181
epoch time: 6.3396277428s, input_fired_time: 0.1045913100, output_fired_time: 0.0000000000, propagate_forward_time: 5.9210124016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140239716
validation[          , genome  6750] predictions:    9755/  10000 (97.55%), best:    9788/10000 (97.88%), error:       828.62427, best error:       712.20398 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.6419830322s, input_fired_time: 0.9730170369, output_fired_time: 0.5848031044, propagate_forward_time: 29.8571052551, propagate_backward_time: 45.3749008179, weight_update_time: 0.0844259560, other_time: 1.8521614075
epoch time: 6.4251008034s, input_fired_time: 0.1066030338, output_fired_time: 0.0000000000, propagate_forward_time: 5.9995846748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189129829
validation[          , genome  6750] predictions:    9744/  10000 (97.44%), best:    9788/10000 (97.88%), error:       842.43744, best error:       712.20398 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 79.8250198364s, input_fired_time: 0.9771210551, output_fired_time: 0.5896525979, propagate_forward_time: 30.4557247162, propagate_backward_time: 45.9717254639, weight_update_time: 0.0817470402, other_time: 1.8307952881
epoch time: 6.8514366150s, input_fired_time: 0.1073423475, output_fired_time: 0.0000000000, propagate_forward_time: 6.4245777130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195166588
validation[          , genome  6750] predictions:    9717/  10000 (97.17%), best:    9788/10000 (97.88%), error:       884.20837, best error:       712.20398 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 80.8617324829s, input_fired_time: 0.9805777669, output_fired_time: 0.5764397979, propagate_forward_time: 30.8281478882, propagate_backward_time: 46.6431770325, weight_update_time: 0.0810037702, other_time: 1.8333930969
epoch time: 6.4748263359s, input_fired_time: 0.1046704873, output_fired_time: 0.0000000000, propagate_forward_time: 6.0578937531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122620583
validation[          , genome  6750] predictions:    9740/  10000 (97.40%), best:    9788/10000 (97.88%), error:       860.73340, best error:       712.20398 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 80.9971160889s, input_fired_time: 0.9750748277, output_fired_time: 0.5800350308, propagate_forward_time: 30.8183383942, propagate_backward_time: 46.8194046021, weight_update_time: 0.0807627961, other_time: 1.8042678833
epoch time: 6.3510255814s, input_fired_time: 0.1023669243, output_fired_time: 0.0000000000, propagate_forward_time: 5.9452476501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3034110069
validation[          , genome  6750] predictions:    9771/  10000 (97.71%), best:    9788/10000 (97.88%), error:       780.65338, best error:       712.20398 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.2570953369s, input_fired_time: 0.9768583775, output_fired_time: 0.5859835148, propagate_forward_time: 30.9028587341, propagate_backward_time: 46.9721641541, weight_update_time: 0.0792754143, other_time: 1.8192291260
epoch time: 6.7183542252s, input_fired_time: 0.1051714346, output_fired_time: 0.0000000000, propagate_forward_time: 6.2968449593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163380623
validation[          , genome  6750] predictions:    9645/  10000 (96.45%), best:    9788/10000 (97.88%), error:      1100.11609, best error:       712.20398 on epoch:    85, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 32.4960060120s, input_fired_time: 0.5522583723, output_fired_time: 0.0000000000, propagate_forward_time: 30.3117771149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6319713593
best training[          , genome  6750] predictions:   49703/  50000 (99.41%), best:    9788/10000 (97.88%), error:      1318.59937, best error:       712.20398 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.5770583153s, input_fired_time: 0.1018562764, output_fired_time: 0.0000000000, propagate_forward_time: 6.1557998657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194022179
   testing[          , genome  6750] predictions:    9783/  10000 (97.83%), best:    9788/10000 (97.88%), error:       687.97882, best error:       712.20398 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:24:51 (24390): called boinc_finish(0)

</stderr_txt>
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