Nameexact_genome_1512568488_45_6777_1
Workunit2605104
Created7 Dec 2017, 21:50:52 UTC
Sent7 Dec 2017, 21:55:22 UTC
Report deadline17 Dec 2017, 11:52:15 UTC
Received8 Dec 2017, 0:58:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 37 min 59 sec
CPU time2 hours 37 min 23 sec
Validate stateValid
Credit2,395.29
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 86.1396102905s, input_fired_time: 0.9078329206, output_fired_time: 0.5761914253, propagate_forward_time: 33.9922599792, propagate_backward_time: 48.7445755005, weight_update_time: 0.0985392258, other_time: 1.9187507629
epoch time: 7.2796645164s, input_fired_time: 0.0991799831, output_fired_time: 0.0000000000, propagate_forward_time: 6.8374986649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429861069
validation[          , genome  6777] predictions:    9736/  10000 (97.36%), best:    9737/10000 (97.37%), error:       940.11304, best error:       907.34723 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.0700607300s, input_fired_time: 0.9017808437, output_fired_time: 0.5772106647, propagate_forward_time: 33.9496879578, propagate_backward_time: 48.7342376709, weight_update_time: 0.0983908176, other_time: 1.9071464539
epoch time: 7.2287402153s, input_fired_time: 0.0996738300, output_fired_time: 0.0000000000, propagate_forward_time: 6.7929897308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360767365
validation[          , genome  6777] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       953.12451, best error:       907.34723 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.0283584595s, input_fired_time: 0.9224867225, output_fired_time: 0.5762388706, propagate_forward_time: 33.9130477905, propagate_backward_time: 48.6909332275, weight_update_time: 0.0991625860, other_time: 1.9256515503
epoch time: 7.3158354759s, input_fired_time: 0.0990686417, output_fired_time: 0.0000000000, propagate_forward_time: 6.8832883835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334784508
validation[          , genome  6777] predictions:    9693/  10000 (96.93%), best:    9737/10000 (97.37%), error:       998.56055, best error:       907.34723 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 86.3384399414s, input_fired_time: 0.9025798440, output_fired_time: 0.5746823549, propagate_forward_time: 34.1408805847, propagate_backward_time: 48.8072891235, weight_update_time: 0.1022820696, other_time: 1.9130058289
epoch time: 7.1932244301s, input_fired_time: 0.0958117396, output_fired_time: 0.0000000000, propagate_forward_time: 6.7697877884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276247978
validation[          , genome  6777] predictions:    9721/  10000 (97.21%), best:    9737/10000 (97.37%), error:       932.30737, best error:       907.34723 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 86.1832656860s, input_fired_time: 0.9069601297, output_fired_time: 0.5757439733, propagate_forward_time: 34.0086441040, propagate_backward_time: 48.7691841125, weight_update_time: 0.0984803513, other_time: 1.9227333069
epoch time: 7.1949305534s, input_fired_time: 0.0980855972, output_fired_time: 0.0000000000, propagate_forward_time: 6.7619681358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348770142
validation[          , genome  6777] predictions:    9705/  10000 (97.05%), best:    9737/10000 (97.37%), error:      1022.25092, best error:       907.34723 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 86.1636199951s, input_fired_time: 0.9123214483, output_fired_time: 0.5767061114, propagate_forward_time: 34.0300483704, propagate_backward_time: 48.7532081604, weight_update_time: 0.0979882479, other_time: 1.8913345337
epoch time: 7.1679172516s, input_fired_time: 0.0958028659, output_fired_time: 0.0000000000, propagate_forward_time: 6.7463994026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257150650
validation[          , genome  6777] predictions:    9584/  10000 (95.84%), best:    9737/10000 (97.37%), error:      1375.10913, best error:       907.34723 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 86.2891921997s, input_fired_time: 0.9040833712, output_fired_time: 0.5759059787, propagate_forward_time: 33.9533386230, propagate_backward_time: 48.9629745483, weight_update_time: 0.0983756483, other_time: 1.8928909302
epoch time: 7.1607737541s, input_fired_time: 0.0973661989, output_fired_time: 0.0000000000, propagate_forward_time: 6.7340440750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293633461
validation[          , genome  6777] predictions:    9719/  10000 (97.19%), best:    9737/10000 (97.37%), error:       942.64783, best error:       907.34723 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 86.6821365356s, input_fired_time: 0.9198148251, output_fired_time: 0.5783087015, propagate_forward_time: 34.1966857910, propagate_backward_time: 49.0459060669, weight_update_time: 0.1069662794, other_time: 1.9414215088
epoch time: 7.3412351608s, input_fired_time: 0.0992506891, output_fired_time: 0.0000000000, propagate_forward_time: 6.8854775429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565068245
validation[          , genome  6777] predictions:    9755/  10000 (97.55%), best:    9737/10000 (97.37%), error:       927.16089, best error:       907.34723 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 86.3169403076s, input_fired_time: 0.9042522907, output_fired_time: 0.5767785907, propagate_forward_time: 34.0458793640, propagate_backward_time: 48.8669662476, weight_update_time: 0.0988072976, other_time: 1.9230613708
epoch time: 7.2074809074s, input_fired_time: 0.0983217359, output_fired_time: 0.0000000000, propagate_forward_time: 6.7784452438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307137489
validation[          , genome  6777] predictions:    9719/  10000 (97.19%), best:    9737/10000 (97.37%), error:       945.64099, best error:       907.34723 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.4126434326s, input_fired_time: 0.9058488011, output_fired_time: 0.5895789862, propagate_forward_time: 34.0821914673, propagate_backward_time: 48.9304847717, weight_update_time: 0.0982707739, other_time: 1.9045448303
epoch time: 7.2190403938s, input_fired_time: 0.0973989964, output_fired_time: 0.0000000000, propagate_forward_time: 6.7904176712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3312234879
validation[          , genome  6777] predictions:    9736/  10000 (97.36%), best:    9737/10000 (97.37%), error:       924.86896, best error:       907.34723 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 86.6135177612s, input_fired_time: 0.9144114852, output_fired_time: 0.5810480118, propagate_forward_time: 34.0958480835, propagate_backward_time: 49.1075515747, weight_update_time: 0.0985691324, other_time: 1.9146575928
epoch time: 7.2097854614s, input_fired_time: 0.0999898836, output_fired_time: 0.0000000000, propagate_forward_time: 6.7752537727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345417976
validation[          , genome  6777] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       827.98505, best error:       827.98505 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 86.3380279541s, input_fired_time: 0.9257012010, output_fired_time: 0.5772493482, propagate_forward_time: 34.0256423950, propagate_backward_time: 48.8850975037, weight_update_time: 0.0986431390, other_time: 1.9243354797
epoch time: 7.1600418091s, input_fired_time: 0.0970439389, output_fired_time: 0.0000000000, propagate_forward_time: 6.7342915535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287062645
validation[          , genome  6777] predictions:    9729/  10000 (97.29%), best:    9753/10000 (97.53%), error:       896.24255, best error:       827.98505 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 85.7663650513s, input_fired_time: 0.8957394958, output_fired_time: 0.5736959577, propagate_forward_time: 33.8056716919, propagate_backward_time: 48.5986709595, weight_update_time: 0.0974339470, other_time: 1.8925933838
epoch time: 7.1606330872s, input_fired_time: 0.0940511748, output_fired_time: 0.0000000000, propagate_forward_time: 6.7418575287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247241974
validation[          , genome  6777] predictions:    9724/  10000 (97.24%), best:    9753/10000 (97.53%), error:       960.39978, best error:       827.98505 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.5062561035s, input_fired_time: 0.8905737996, output_fired_time: 0.5731840134, propagate_forward_time: 33.7402458191, propagate_backward_time: 48.4347190857, weight_update_time: 0.0972258747, other_time: 1.8675384521
epoch time: 7.1993112564s, input_fired_time: 0.0995684490, output_fired_time: 0.0000000000, propagate_forward_time: 6.7672467232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324961662
validation[          , genome  6777] predictions:    9726/  10000 (97.26%), best:    9753/10000 (97.53%), error:       881.01978, best error:       827.98505 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 86.4129714966s, input_fired_time: 0.9236671925, output_fired_time: 0.5767722130, propagate_forward_time: 34.0091209412, propagate_backward_time: 48.9689178467, weight_update_time: 0.1001174897, other_time: 1.9344902039
epoch time: 7.2475256920s, input_fired_time: 0.1001845375, output_fired_time: 0.0000000000, propagate_forward_time: 6.8134131432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339281082
validation[          , genome  6777] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       814.36249, best error:       814.36249 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 86.3668365479s, input_fired_time: 0.9609921575, output_fired_time: 0.5771490335, propagate_forward_time: 34.0769920349, propagate_backward_time: 48.8430061340, weight_update_time: 0.0986112729, other_time: 1.9086990356
epoch time: 7.1299724579s, input_fired_time: 0.0947372690, output_fired_time: 0.0000000000, propagate_forward_time: 6.7137398720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214955330
validation[          , genome  6777] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       836.94348, best error:       814.36249 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.4073638916s, input_fired_time: 0.8970938921, output_fired_time: 0.5719529986, propagate_forward_time: 33.6810455322, propagate_backward_time: 48.3811416626, weight_update_time: 0.0974533185, other_time: 1.8761291504
epoch time: 7.1741657257s, input_fired_time: 0.0963746309, output_fired_time: 0.0000000000, propagate_forward_time: 6.7536067963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241844177
validation[          , genome  6777] predictions:    9763/  10000 (97.63%), best:    9764/10000 (97.64%), error:       874.76648, best error:       814.36249 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 86.2666473389s, input_fired_time: 0.9108384252, output_fired_time: 0.5753287673, propagate_forward_time: 33.9993095398, propagate_backward_time: 48.8419952393, weight_update_time: 0.0981277525, other_time: 1.9391822815
epoch time: 7.2360262871s, input_fired_time: 0.1016321927, output_fired_time: 0.0000000000, propagate_forward_time: 6.8030624390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313317299
validation[          , genome  6777] predictions:    9740/  10000 (97.40%), best:    9764/10000 (97.64%), error:       897.17310, best error:       814.36249 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 85.7731475830s, input_fired_time: 0.9081532359, output_fired_time: 0.5725251436, propagate_forward_time: 33.8383255005, propagate_backward_time: 48.5435943604, weight_update_time: 0.0982947350, other_time: 1.9105529785
epoch time: 7.1389923096s, input_fired_time: 0.0976035818, output_fired_time: 0.0000000000, propagate_forward_time: 6.7155127525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258757591
validation[          , genome  6777] predictions:    9744/  10000 (97.44%), best:    9764/10000 (97.64%), error:       832.65924, best error:       814.36249 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 86.5491943359s, input_fired_time: 0.9149893522, output_fired_time: 0.5822568536, propagate_forward_time: 33.9778099060, propagate_backward_time: 49.1507148743, weight_update_time: 0.0990606323, other_time: 1.9234237671
epoch time: 7.2358984947s, input_fired_time: 0.0984621719, output_fired_time: 0.0000000000, propagate_forward_time: 6.8101263046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273100853
validation[          , genome  6777] predictions:    9726/  10000 (97.26%), best:    9764/10000 (97.64%), error:       926.61041, best error:       814.36249 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 86.6301345825s, input_fired_time: 0.9202471375, output_fired_time: 0.5838755965, propagate_forward_time: 34.2339019775, propagate_backward_time: 48.9395866394, weight_update_time: 0.0989600867, other_time: 1.9525184631
epoch time: 7.2546477318s, input_fired_time: 0.0982020497, output_fired_time: 0.0000000000, propagate_forward_time: 6.8270192146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294262886
validation[          , genome  6777] predictions:    9756/  10000 (97.56%), best:    9764/10000 (97.64%), error:       860.28143, best error:       814.36249 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.7708892822s, input_fired_time: 0.9133918881, output_fired_time: 0.5850123167, propagate_forward_time: 33.8334274292, propagate_backward_time: 48.5205612183, weight_update_time: 0.0988163352, other_time: 1.9184951782
epoch time: 7.1618633270s, input_fired_time: 0.0976497307, output_fired_time: 0.0000000000, propagate_forward_time: 6.7367815971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274321556
validation[          , genome  6777] predictions:    9718/  10000 (97.18%), best:    9764/10000 (97.64%), error:       962.22089, best error:       814.36249 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 86.1382369995s, input_fired_time: 0.9140637517, output_fired_time: 0.5729840994, propagate_forward_time: 33.9369049072, propagate_backward_time: 48.8078804016, weight_update_time: 0.0992729217, other_time: 1.9064064026
epoch time: 7.1756386757s, input_fired_time: 0.0998333693, output_fired_time: 0.0000000000, propagate_forward_time: 6.7385931015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372120857
validation[          , genome  6777] predictions:    9736/  10000 (97.36%), best:    9764/10000 (97.64%), error:       870.14148, best error:       814.36249 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 86.4190139771s, input_fired_time: 0.9391596913, output_fired_time: 0.5739335418, propagate_forward_time: 34.0642204285, propagate_backward_time: 48.9406814575, weight_update_time: 0.0970696732, other_time: 1.9010124207
epoch time: 7.1657328606s, input_fired_time: 0.0999472141, output_fired_time: 0.0000000000, propagate_forward_time: 6.7325787544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3332066536
validation[          , genome  6777] predictions:    9756/  10000 (97.56%), best:    9764/10000 (97.64%), error:       851.22522, best error:       814.36249 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 86.1172027588s, input_fired_time: 0.9333247542, output_fired_time: 0.5745750666, propagate_forward_time: 34.0066986084, propagate_backward_time: 48.7267799377, weight_update_time: 0.0957465172, other_time: 1.8758201599
epoch time: 7.2010798454s, input_fired_time: 0.0934222937, output_fired_time: 0.0000000000, propagate_forward_time: 6.7858195305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218379021
validation[          , genome  6777] predictions:    9673/  10000 (96.73%), best:    9764/10000 (97.64%), error:      1058.40271, best error:       814.36249 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 86.5173263550s, input_fired_time: 0.9323957562, output_fired_time: 0.5835792422, propagate_forward_time: 34.0965042114, propagate_backward_time: 48.9771499634, weight_update_time: 0.0981486067, other_time: 1.9276962280
epoch time: 7.1794428825s, input_fired_time: 0.1013895199, output_fired_time: 0.0000000000, propagate_forward_time: 6.7436914444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343620300
validation[          , genome  6777] predictions:    9719/  10000 (97.19%), best:    9764/10000 (97.64%), error:       942.98157, best error:       814.36249 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 85.9192962646s, input_fired_time: 0.9518980980, output_fired_time: 0.5788134336, propagate_forward_time: 33.8657341003, propagate_backward_time: 48.5739288330, weight_update_time: 0.1002078652, other_time: 1.9489250183
epoch time: 7.2350540161s, input_fired_time: 0.1012259200, output_fired_time: 0.0000000000, propagate_forward_time: 6.7940640450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397641182
validation[          , genome  6777] predictions:    9727/  10000 (97.27%), best:    9764/10000 (97.64%), error:       907.28186, best error:       814.36249 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 86.0812454224s, input_fired_time: 0.9252296090, output_fired_time: 0.5747907162, propagate_forward_time: 34.0237503052, propagate_backward_time: 48.6435890198, weight_update_time: 0.0975173488, other_time: 1.9138832092
epoch time: 7.2067098618s, input_fired_time: 0.1011177301, output_fired_time: 0.0000000000, propagate_forward_time: 6.7690072060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365850449
validation[          , genome  6777] predictions:    9715/  10000 (97.15%), best:    9764/10000 (97.64%), error:       968.96735, best error:       814.36249 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 86.4230651855s, input_fired_time: 0.9644194841, output_fired_time: 0.5830402970, propagate_forward_time: 34.0011444092, propagate_backward_time: 48.9045181274, weight_update_time: 0.0982259437, other_time: 1.9699478149
epoch time: 7.3167157173s, input_fired_time: 0.0972964615, output_fired_time: 0.0000000000, propagate_forward_time: 6.8888616562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305578232
validation[          , genome  6777] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       832.72571, best error:       814.36249 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 86.2931060791s, input_fired_time: 0.9292200804, output_fired_time: 0.5817371011, propagate_forward_time: 34.0213088989, propagate_backward_time: 48.8596153259, weight_update_time: 0.0964359567, other_time: 1.9012260437
epoch time: 7.1790504456s, input_fired_time: 0.0996601433, output_fired_time: 0.0000000000, propagate_forward_time: 6.7469606400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324298859
validation[          , genome  6777] predictions:    9747/  10000 (97.47%), best:    9764/10000 (97.64%), error:       852.32489, best error:       814.36249 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 86.1706008911s, input_fired_time: 0.9143769741, output_fired_time: 0.5733417869, propagate_forward_time: 34.0650558472, propagate_backward_time: 48.7317085266, weight_update_time: 0.0961484015, other_time: 1.8861198425
epoch time: 7.1818971634s, input_fired_time: 0.0993171707, output_fired_time: 0.0000000000, propagate_forward_time: 6.7480173111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345627785
validation[          , genome  6777] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       868.05859, best error:       814.36249 on epoch:    28, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.9180145264s, input_fired_time: 0.9108312130, output_fired_time: 0.5714595914, propagate_forward_time: 33.9084129333, propagate_backward_time: 48.6502151489, weight_update_time: 0.0957501456, other_time: 1.8771018982
epoch time: 7.3069562912s, input_fired_time: 0.1003599390, output_fired_time: 0.0000000000, propagate_forward_time: 6.8703441620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362522125
validation[          , genome  6777] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       844.43115, best error:       814.36249 on epoch:    28, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 86.3671875000s, input_fired_time: 0.9207822680, output_fired_time: 0.5733450055, propagate_forward_time: 34.1244163513, propagate_backward_time: 48.8370437622, weight_update_time: 0.0967201069, other_time: 1.9116020203
epoch time: 7.2008419037s, input_fired_time: 0.0944632962, output_fired_time: 0.0000000000, propagate_forward_time: 6.7877354622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3186430931
validation[          , genome  6777] predictions:    9739/  10000 (97.39%), best:    9764/10000 (97.64%), error:       849.81628, best error:       814.36249 on epoch:    28, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.1491088867s, input_fired_time: 0.9148321152, output_fired_time: 0.5724109411, propagate_forward_time: 33.9506683350, propagate_backward_time: 48.8118476868, weight_update_time: 0.0941692889, other_time: 1.8993492126
epoch time: 7.1801834106s, input_fired_time: 0.0948463008, output_fired_time: 0.0000000000, propagate_forward_time: 6.7642893791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210477829
validation[          , genome  6777] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       843.09924, best error:       814.36249 on epoch:    28, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 86.8101730347s, input_fired_time: 0.9411012530, output_fired_time: 0.5773122311, propagate_forward_time: 34.2017059326, propagate_backward_time: 49.1367607117, weight_update_time: 0.0995565131, other_time: 1.9532966614
epoch time: 7.1563520432s, input_fired_time: 0.0939734355, output_fired_time: 0.0000000000, propagate_forward_time: 6.7445940971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177843094
validation[          , genome  6777] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       864.78021, best error:       814.36249 on epoch:    28, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 86.9429092407s, input_fired_time: 0.9251514673, output_fired_time: 0.5780200362, propagate_forward_time: 34.2244834900, propagate_backward_time: 49.3302040100, weight_update_time: 0.0962069184, other_time: 1.8850555420
epoch time: 7.1438803673s, input_fired_time: 0.0996835828, output_fired_time: 0.0000000000, propagate_forward_time: 6.7120103836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3321862221
validation[          , genome  6777] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       912.68610, best error:       814.36249 on epoch:    28, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 86.1430358887s, input_fired_time: 0.9231114984, output_fired_time: 0.5754780173, propagate_forward_time: 33.9711837769, propagate_backward_time: 48.7795639038, weight_update_time: 0.0965380594, other_time: 1.8936996460
epoch time: 7.1963319778s, input_fired_time: 0.0975739434, output_fired_time: 0.0000000000, propagate_forward_time: 6.7714905739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272676468
validation[          , genome  6777] predictions:    9759/  10000 (97.59%), best:    9764/10000 (97.64%), error:       839.37036, best error:       814.36249 on epoch:    28, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 86.1799087524s, input_fired_time: 0.9237669706, output_fired_time: 0.5788295865, propagate_forward_time: 34.0359535217, propagate_backward_time: 48.7416191101, weight_update_time: 0.0964709446, other_time: 1.8997421265
epoch time: 7.2006740570s, input_fired_time: 0.1006071046, output_fired_time: 0.0000000000, propagate_forward_time: 6.7666077614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334593773
validation[          , genome  6777] predictions:    9728/  10000 (97.28%), best:    9764/10000 (97.64%), error:       943.05951, best error:       814.36249 on epoch:    28, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 85.8599700928s, input_fired_time: 0.9292102456, output_fired_time: 0.5704008937, propagate_forward_time: 33.8436012268, propagate_backward_time: 48.5942840576, weight_update_time: 0.0972086638, other_time: 1.9224739075
epoch time: 7.1991910934s, input_fired_time: 0.0950091481, output_fired_time: 0.0000000000, propagate_forward_time: 6.7839407921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202409744
validation[          , genome  6777] predictions:    9711/  10000 (97.11%), best:    9764/10000 (97.64%), error:      1008.69183, best error:       814.36249 on epoch:    28, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 86.3416748047s, input_fired_time: 0.9312458038, output_fired_time: 0.5777988434, propagate_forward_time: 34.1099205017, propagate_backward_time: 48.8192367554, weight_update_time: 0.0967292562, other_time: 1.9034767151
epoch time: 7.3645591736s, input_fired_time: 0.1087724119, output_fired_time: 0.0000000000, propagate_forward_time: 6.9026598930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531270027
validation[          , genome  6777] predictions:    9752/  10000 (97.52%), best:    9764/10000 (97.64%), error:       880.30725, best error:       814.36249 on epoch:    28, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 86.4388351440s, input_fired_time: 0.9289177060, output_fired_time: 0.5728248954, propagate_forward_time: 34.1722679138, propagate_backward_time: 48.8699645996, weight_update_time: 0.0967693254, other_time: 1.8948631287
epoch time: 7.1661739349s, input_fired_time: 0.0961381942, output_fired_time: 0.0000000000, propagate_forward_time: 6.7497868538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3202490807
validation[          , genome  6777] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       793.27509, best error:       793.27509 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 85.6731491089s, input_fired_time: 0.9178480506, output_fired_time: 0.5704326630, propagate_forward_time: 33.7654304504, propagate_backward_time: 48.5489158630, weight_update_time: 0.0952761620, other_time: 1.8705215454
epoch time: 7.1860852242s, input_fired_time: 0.1032285765, output_fired_time: 0.0000000000, propagate_forward_time: 6.7494254112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334312439
validation[          , genome  6777] predictions:    9723/  10000 (97.23%), best:    9763/10000 (97.63%), error:       967.69366, best error:       793.27509 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.9505920410s, input_fired_time: 0.9043404460, output_fired_time: 0.5712031722, propagate_forward_time: 33.8865280151, propagate_backward_time: 48.7450981140, weight_update_time: 0.0933283567, other_time: 1.8434181213
epoch time: 7.2040686607s, input_fired_time: 0.0959580094, output_fired_time: 0.0000000000, propagate_forward_time: 6.7864432335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216671944
validation[          , genome  6777] predictions:    9768/  10000 (97.68%), best:    9763/10000 (97.63%), error:       803.34558, best error:       793.27509 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 86.3755874634s, input_fired_time: 0.9260079861, output_fired_time: 0.5748750567, propagate_forward_time: 34.1346626282, propagate_backward_time: 48.8111457825, weight_update_time: 0.0968495309, other_time: 1.9288940430
epoch time: 7.2888159752s, input_fired_time: 0.0971598774, output_fired_time: 0.0000000000, propagate_forward_time: 6.8660173416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256387711
validation[          , genome  6777] predictions:    9740/  10000 (97.40%), best:    9763/10000 (97.63%), error:       915.10297, best error:       793.27509 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 86.0373077393s, input_fired_time: 0.9280678034, output_fired_time: 0.5731136203, propagate_forward_time: 33.9784355164, propagate_backward_time: 48.6564331055, weight_update_time: 0.0971197560, other_time: 1.9012565613
epoch time: 7.1890254021s, input_fired_time: 0.0959349796, output_fired_time: 0.0000000000, propagate_forward_time: 6.7698712349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232192993
validation[          , genome  6777] predictions:    9751/  10000 (97.51%), best:    9763/10000 (97.63%), error:       852.89349, best error:       793.27509 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 86.4237899780s, input_fired_time: 0.9259408116, output_fired_time: 0.6125220656, propagate_forward_time: 34.1398086548, propagate_backward_time: 48.8661727905, weight_update_time: 0.0947301313, other_time: 1.8793487549
epoch time: 7.1959443092s, input_fired_time: 0.1030078307, output_fired_time: 0.0000000000, propagate_forward_time: 6.7581524849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347840309
validation[          , genome  6777] predictions:    9728/  10000 (97.28%), best:    9763/10000 (97.63%), error:       859.41473, best error:       793.27509 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 86.4202957153s, input_fired_time: 0.9284828305, output_fired_time: 0.5778348446, propagate_forward_time: 34.1120948792, propagate_backward_time: 48.8799476624, weight_update_time: 0.0962812454, other_time: 1.9219360352
epoch time: 7.3365869522s, input_fired_time: 0.1029405147, output_fired_time: 0.0000000000, propagate_forward_time: 6.8972320557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364143372
validation[          , genome  6777] predictions:    9756/  10000 (97.56%), best:    9763/10000 (97.63%), error:       857.54205, best error:       793.27509 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 86.2047500610s, input_fired_time: 0.9051286578, output_fired_time: 0.5982843637, propagate_forward_time: 33.9717178345, propagate_backward_time: 48.8813400269, weight_update_time: 0.0942803398, other_time: 1.8482818604
epoch time: 7.2028613091s, input_fired_time: 0.0972969383, output_fired_time: 0.0000000000, propagate_forward_time: 6.7847156525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208489418
validation[          , genome  6777] predictions:    9732/  10000 (97.32%), best:    9763/10000 (97.63%), error:       903.13959, best error:       793.27509 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 86.2047042847s, input_fired_time: 0.9248480201, output_fired_time: 0.5773665905, propagate_forward_time: 33.8994293213, propagate_backward_time: 48.9047355652, weight_update_time: 0.0960579515, other_time: 1.8983192444
epoch time: 7.2211236954s, input_fired_time: 0.1021812782, output_fired_time: 0.0000000000, propagate_forward_time: 6.7846822739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342599869
validation[          , genome  6777] predictions:    9759/  10000 (97.59%), best:    9763/10000 (97.63%), error:       844.21832, best error:       793.27509 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 85.6050872803s, input_fired_time: 0.9412938356, output_fired_time: 0.5728321075, propagate_forward_time: 33.7248344421, propagate_backward_time: 48.4593009949, weight_update_time: 0.0988517925, other_time: 1.9068298340
epoch time: 7.1623911858s, input_fired_time: 0.1021637246, output_fired_time: 0.0000000000, propagate_forward_time: 6.7250375748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351898193
validation[          , genome  6777] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       964.49628, best error:       793.27509 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 86.1122817993s, input_fired_time: 0.9550246000, output_fired_time: 0.5739310980, propagate_forward_time: 33.9357490540, propagate_backward_time: 48.7229804993, weight_update_time: 0.0983800367, other_time: 1.9245986938
epoch time: 7.2055940628s, input_fired_time: 0.1041190624, output_fired_time: 0.0000000000, propagate_forward_time: 6.7686462402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328285217
validation[          , genome  6777] predictions:    9730/  10000 (97.30%), best:    9763/10000 (97.63%), error:       889.39392, best error:       793.27509 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 86.0974655151s, input_fired_time: 0.9595478177, output_fired_time: 0.5768926740, propagate_forward_time: 33.9178695679, propagate_backward_time: 48.7050399780, weight_update_time: 0.0995846242, other_time: 1.9381179810
epoch time: 7.2290291786s, input_fired_time: 0.1043993309, output_fired_time: 0.0000000000, propagate_forward_time: 6.7836446762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409852982
validation[          , genome  6777] predictions:    9725/  10000 (97.25%), best:    9763/10000 (97.63%), error:       911.09784, best error:       793.27509 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 85.9339065552s, input_fired_time: 0.9422564507, output_fired_time: 0.5749536753, propagate_forward_time: 33.7988471985, propagate_backward_time: 48.6874923706, weight_update_time: 0.0986719951, other_time: 1.9303627014
epoch time: 7.1702890396s, input_fired_time: 0.0953508988, output_fired_time: 0.0000000000, propagate_forward_time: 6.7534232140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215150833
validation[          , genome  6777] predictions:    9755/  10000 (97.55%), best:    9763/10000 (97.63%), error:       887.51361, best error:       793.27509 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 86.1900177002s, input_fired_time: 0.9546319246, output_fired_time: 0.6043548584, propagate_forward_time: 33.9210395813, propagate_backward_time: 48.8088035583, weight_update_time: 0.0965662524, other_time: 1.9011840820
epoch time: 7.2097578049s, input_fired_time: 0.1032252535, output_fired_time: 0.0000000000, propagate_forward_time: 6.7738394737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326931000
validation[          , genome  6777] predictions:    9761/  10000 (97.61%), best:    9763/10000 (97.63%), error:       810.04095, best error:       793.27509 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.1021423340s, input_fired_time: 0.9302176833, output_fired_time: 0.5741468072, propagate_forward_time: 33.9226112366, propagate_backward_time: 48.7746849060, weight_update_time: 0.0967483744, other_time: 1.9004821777
epoch time: 7.1953301430s, input_fired_time: 0.0976269692, output_fired_time: 0.0000000000, propagate_forward_time: 6.7736768723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240261078
validation[          , genome  6777] predictions:    9721/  10000 (97.21%), best:    9763/10000 (97.63%), error:       954.60840, best error:       793.27509 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 86.2331848145s, input_fired_time: 0.9161142111, output_fired_time: 0.5724821091, propagate_forward_time: 34.0016288757, propagate_backward_time: 48.8836517334, weight_update_time: 0.0950877517, other_time: 1.8593101501
epoch time: 7.2012639046s, input_fired_time: 0.0958089605, output_fired_time: 0.0000000000, propagate_forward_time: 6.7853522301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3201026917
validation[          , genome  6777] predictions:    9704/  10000 (97.04%), best:    9763/10000 (97.63%), error:      1003.11395, best error:       793.27509 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 86.0270767212s, input_fired_time: 0.9362751842, output_fired_time: 0.5736801028, propagate_forward_time: 33.8414802551, propagate_backward_time: 48.7354240417, weight_update_time: 0.0988124833, other_time: 1.9402236938
epoch time: 7.1869730949s, input_fired_time: 0.1022723168, output_fired_time: 0.0000000000, propagate_forward_time: 6.7483410835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363595009
validation[          , genome  6777] predictions:    9758/  10000 (97.58%), best:    9763/10000 (97.63%), error:       854.90259, best error:       793.27509 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 86.4824295044s, input_fired_time: 0.9128307104, output_fired_time: 0.5717107058, propagate_forward_time: 34.1255683899, propagate_backward_time: 49.0144882202, weight_update_time: 0.0939591527, other_time: 1.8578300476
epoch time: 7.1705260277s, input_fired_time: 0.1024478078, output_fired_time: 0.0000000000, propagate_forward_time: 6.7367582321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313198090
validation[          , genome  6777] predictions:    9700/  10000 (97.00%), best:    9763/10000 (97.63%), error:      1028.87366, best error:       793.27509 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 86.9237976074s, input_fired_time: 0.9405912757, output_fired_time: 0.5746498704, propagate_forward_time: 34.2170639038, propagate_backward_time: 49.2628746033, weight_update_time: 0.1047715023, other_time: 1.9286155701
epoch time: 7.1678199768s, input_fired_time: 0.1032048538, output_fired_time: 0.0000000000, propagate_forward_time: 6.7315359116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330793381
validation[          , genome  6777] predictions:    9706/  10000 (97.06%), best:    9763/10000 (97.63%), error:       974.51355, best error:       793.27509 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 86.0986022949s, input_fired_time: 0.9548503160, output_fired_time: 0.5731926560, propagate_forward_time: 33.9192657471, propagate_backward_time: 48.7081298828, weight_update_time: 0.0988166556, other_time: 1.9431610107
epoch time: 7.2141699791s, input_fired_time: 0.0960999951, output_fired_time: 0.0000000000, propagate_forward_time: 6.7883214951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297486305
validation[          , genome  6777] predictions:    9753/  10000 (97.53%), best:    9763/10000 (97.63%), error:       844.68402, best error:       793.27509 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 85.8088150024s, input_fired_time: 0.9248574376, output_fired_time: 0.5707698464, propagate_forward_time: 33.8105812073, propagate_backward_time: 48.6348648071, weight_update_time: 0.0956947878, other_time: 1.8677406311
epoch time: 7.4070887566s, input_fired_time: 0.0965964124, output_fired_time: 0.0000000000, propagate_forward_time: 6.9850158691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254766464
validation[          , genome  6777] predictions:    9729/  10000 (97.29%), best:    9763/10000 (97.63%), error:       905.45001, best error:       793.27509 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 86.3857803345s, input_fired_time: 0.9268273115, output_fired_time: 0.5740485191, propagate_forward_time: 34.1155853271, propagate_backward_time: 48.8843536377, weight_update_time: 0.0963073820, other_time: 1.8849639893
epoch time: 7.2585024834s, input_fired_time: 0.1050601900, output_fired_time: 0.0000000000, propagate_forward_time: 6.8162755966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371667862
validation[          , genome  6777] predictions:    9724/  10000 (97.24%), best:    9763/10000 (97.63%), error:       884.84967, best error:       793.27509 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.6854400635s, input_fired_time: 0.9582684636, output_fired_time: 0.5734806657, propagate_forward_time: 33.7863883972, propagate_backward_time: 48.4131965637, weight_update_time: 0.0992359444, other_time: 1.9541091919
epoch time: 7.1430869102s, input_fired_time: 0.1020849198, output_fired_time: 0.0000000000, propagate_forward_time: 6.7130508423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3279509544
validation[          , genome  6777] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       781.90668, best error:       781.90668 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 86.2743835449s, input_fired_time: 0.9181600809, output_fired_time: 0.5721780658, propagate_forward_time: 34.0265884399, propagate_backward_time: 48.9205551147, weight_update_time: 0.0932106674, other_time: 1.8368988037
epoch time: 7.2280979156s, input_fired_time: 0.1015900970, output_fired_time: 0.0000000000, propagate_forward_time: 6.7937459946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327617645
validation[          , genome  6777] predictions:    9764/  10000 (97.64%), best:    9778/10000 (97.78%), error:       848.83588, best error:       781.90668 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 86.1372833252s, input_fired_time: 0.9608049989, output_fired_time: 0.5724720955, propagate_forward_time: 33.9050483704, propagate_backward_time: 48.8018074036, weight_update_time: 0.0970472917, other_time: 1.8971481323
epoch time: 7.1827359200s, input_fired_time: 0.0965292081, output_fired_time: 0.0000000000, propagate_forward_time: 6.7638082504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223986626
validation[          , genome  6777] predictions:    9749/  10000 (97.49%), best:    9778/10000 (97.78%), error:       851.51233, best error:       781.90668 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 86.3879013062s, input_fired_time: 0.9214801788, output_fired_time: 0.5732870698, propagate_forward_time: 34.0254249573, propagate_backward_time: 48.9957046509, weight_update_time: 0.0941549391, other_time: 1.8720054626
epoch time: 7.2245602608s, input_fired_time: 0.0971068814, output_fired_time: 0.0000000000, propagate_forward_time: 6.8079071045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195462227
validation[          , genome  6777] predictions:    9737/  10000 (97.37%), best:    9778/10000 (97.78%), error:       888.05682, best error:       781.90668 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.9205551147s, input_fired_time: 0.9140095115, output_fired_time: 0.5719465017, propagate_forward_time: 33.8614158630, propagate_backward_time: 48.7267227173, weight_update_time: 0.0931625739, other_time: 1.8464622498
epoch time: 7.2343220711s, input_fired_time: 0.1044307351, output_fired_time: 0.0000000000, propagate_forward_time: 6.7935290337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363623619
validation[          , genome  6777] predictions:    9711/  10000 (97.11%), best:    9778/10000 (97.78%), error:       981.13171, best error:       781.90668 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 86.6873245239s, input_fired_time: 0.9347503185, output_fired_time: 0.5744113922, propagate_forward_time: 34.1177024841, propagate_backward_time: 49.1776428223, weight_update_time: 0.0953196958, other_time: 1.8828163147
epoch time: 7.3542432785s, input_fired_time: 0.0989418477, output_fired_time: 0.0000000000, propagate_forward_time: 6.9061131477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491883278
validation[          , genome  6777] predictions:    9747/  10000 (97.47%), best:    9778/10000 (97.78%), error:       873.68616, best error:       781.90668 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 85.9802093506s, input_fired_time: 0.9082686305, output_fired_time: 0.5716938972, propagate_forward_time: 33.9349479675, propagate_backward_time: 48.7175903320, weight_update_time: 0.0928762108, other_time: 1.8477058411
epoch time: 7.2764601707s, input_fired_time: 0.1055521816, output_fired_time: 0.0000000000, propagate_forward_time: 6.8449540138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259539604
validation[          , genome  6777] predictions:    9777/  10000 (97.77%), best:    9778/10000 (97.78%), error:       811.75977, best error:       781.90668 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 86.3449859619s, input_fired_time: 0.9380401373, output_fired_time: 0.5731803179, propagate_forward_time: 34.0202064514, propagate_backward_time: 48.9135246277, weight_update_time: 0.0967601016, other_time: 1.9000320435
epoch time: 7.1984457970s, input_fired_time: 0.1127664149, output_fired_time: 0.0000000000, propagate_forward_time: 6.7611870766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244924545
validation[          , genome  6777] predictions:    9727/  10000 (97.27%), best:    9778/10000 (97.78%), error:       941.25287, best error:       781.90668 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 86.0444564819s, input_fired_time: 0.9301334023, output_fired_time: 0.5775716901, propagate_forward_time: 33.8787460327, propagate_backward_time: 48.7746315002, weight_update_time: 0.0961775482, other_time: 1.8833808899
epoch time: 7.2129387856s, input_fired_time: 0.0971841142, output_fired_time: 0.0000000000, propagate_forward_time: 6.7913446426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244099617
validation[          , genome  6777] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       850.18738, best error:       781.90668 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.7716979980s, input_fired_time: 0.9296255112, output_fired_time: 0.5711496472, propagate_forward_time: 33.8160781860, propagate_backward_time: 48.5793037415, weight_update_time: 0.1002047956, other_time: 1.8755378723
epoch time: 7.2780971527s, input_fired_time: 0.1059704497, output_fired_time: 0.0000000000, propagate_forward_time: 6.8260273933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460993767
validation[          , genome  6777] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       775.38281, best error:       775.38281 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 86.2115325928s, input_fired_time: 0.9261362553, output_fired_time: 0.6029431224, propagate_forward_time: 33.9899406433, propagate_backward_time: 48.7898788452, weight_update_time: 0.0950981453, other_time: 1.9026298523
epoch time: 7.1766657829s, input_fired_time: 0.1025940627, output_fired_time: 0.0000000000, propagate_forward_time: 6.7424921989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315796852
validation[          , genome  6777] predictions:    9720/  10000 (97.20%), best:    9782/10000 (97.82%), error:       928.73871, best error:       775.38281 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 86.3199157715s, input_fired_time: 0.9319424033, output_fired_time: 0.5808520317, propagate_forward_time: 34.2224617004, propagate_backward_time: 48.6565589905, weight_update_time: 0.0964202657, other_time: 1.9281005859
epoch time: 7.1996865273s, input_fired_time: 0.0979215577, output_fired_time: 0.0000000000, propagate_forward_time: 6.7727432251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290219307
validation[          , genome  6777] predictions:    9713/  10000 (97.13%), best:    9782/10000 (97.82%), error:      1022.32538, best error:       775.38281 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 86.4199371338s, input_fired_time: 0.9274924397, output_fired_time: 0.5740301013, propagate_forward_time: 34.1574096680, propagate_backward_time: 48.8735618591, weight_update_time: 0.0948977470, other_time: 1.8874473572
epoch time: 7.1846146584s, input_fired_time: 0.0977983922, output_fired_time: 0.0000000000, propagate_forward_time: 6.7632026672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236136436
validation[          , genome  6777] predictions:    9719/  10000 (97.19%), best:    9782/10000 (97.82%), error:       931.30292, best error:       775.38281 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 85.9529495239s, input_fired_time: 0.9161462188, output_fired_time: 0.5720422864, propagate_forward_time: 33.8834190369, propagate_backward_time: 48.7380905151, weight_update_time: 0.0932368115, other_time: 1.8432502747
epoch time: 7.1923756599s, input_fired_time: 0.0993676111, output_fired_time: 0.0000000000, propagate_forward_time: 6.7500433922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3429646492
validation[          , genome  6777] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       849.69537, best error:       775.38281 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.8274688721s, input_fired_time: 0.9384403825, output_fired_time: 0.5735697746, propagate_forward_time: 33.9124679565, propagate_backward_time: 48.5193862915, weight_update_time: 0.0968298689, other_time: 1.8836059570
epoch time: 7.3083105087s, input_fired_time: 0.1139438972, output_fired_time: 0.0000000000, propagate_forward_time: 6.8590707779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352956772
validation[          , genome  6777] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       799.37994, best error:       775.38281 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 86.2602233887s, input_fired_time: 0.9300767183, output_fired_time: 0.5737640858, propagate_forward_time: 33.9360466003, propagate_backward_time: 48.9303970337, weight_update_time: 0.0962518603, other_time: 1.8899421692
epoch time: 7.1604304314s, input_fired_time: 0.1029766351, output_fired_time: 0.0000000000, propagate_forward_time: 6.7261042595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313493729
validation[          , genome  6777] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       865.75397, best error:       775.38281 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.8645324707s, input_fired_time: 0.9632176757, output_fired_time: 0.5753594041, propagate_forward_time: 33.8012657166, propagate_backward_time: 48.5827407837, weight_update_time: 0.0996785685, other_time: 1.9419441223
epoch time: 7.1968631744s, input_fired_time: 0.1043979973, output_fired_time: 0.0000000000, propagate_forward_time: 6.7604737282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319916725
validation[          , genome  6777] predictions:    9735/  10000 (97.35%), best:    9782/10000 (97.82%), error:       942.91779, best error:       775.38281 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 85.9109420776s, input_fired_time: 0.9340456128, output_fired_time: 0.5734794140, propagate_forward_time: 33.8410949707, propagate_backward_time: 48.6854515076, weight_update_time: 0.0960222706, other_time: 1.8768730164
epoch time: 7.1938271523s, input_fired_time: 0.0975264385, output_fired_time: 0.0000000000, propagate_forward_time: 6.7737822533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225183487
validation[          , genome  6777] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       873.30438, best error:       775.38281 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 85.6969680786s, input_fired_time: 0.9551398158, output_fired_time: 0.5738223195, propagate_forward_time: 33.7191543579, propagate_backward_time: 48.5253791809, weight_update_time: 0.0989114568, other_time: 1.9234733582
epoch time: 7.2253055573s, input_fired_time: 0.1002084613, output_fired_time: 0.0000000000, propagate_forward_time: 6.7989115715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261857033
validation[          , genome  6777] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       808.32788, best error:       775.38281 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 86.2405624390s, input_fired_time: 0.9479914308, output_fired_time: 0.5745387077, propagate_forward_time: 34.0213966370, propagate_backward_time: 48.7824897766, weight_update_time: 0.0981133878, other_time: 1.9141464233
epoch time: 7.1798453331s, input_fired_time: 0.0980763361, output_fired_time: 0.0000000000, propagate_forward_time: 6.7593612671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3224077225
validation[          , genome  6777] predictions:    9720/  10000 (97.20%), best:    9782/10000 (97.82%), error:       958.06085, best error:       775.38281 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 86.2964401245s, input_fired_time: 0.9911690354, output_fired_time: 0.5928329825, propagate_forward_time: 33.8498878479, propagate_backward_time: 48.9729881287, weight_update_time: 0.0971539021, other_time: 1.8895568848
epoch time: 7.1982507706s, input_fired_time: 0.0982114598, output_fired_time: 0.0000000000, propagate_forward_time: 6.7787857056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212537766
validation[          , genome  6777] predictions:    9773/  10000 (97.73%), best:    9782/10000 (97.82%), error:       806.08197, best error:       775.38281 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 86.4417114258s, input_fired_time: 0.9259740710, output_fired_time: 0.5733644366, propagate_forward_time: 34.0654716492, propagate_backward_time: 49.0021095276, weight_update_time: 0.0951235741, other_time: 1.8747940063
epoch time: 7.1677951813s, input_fired_time: 0.1042523235, output_fired_time: 0.0000000000, propagate_forward_time: 6.7321805954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313622475
validation[          , genome  6777] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       919.29639, best error:       775.38281 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 86.2181243896s, input_fired_time: 0.9555096626, output_fired_time: 0.5772137046, propagate_forward_time: 34.0118141174, propagate_backward_time: 48.7296066284, weight_update_time: 0.1000168249, other_time: 1.9439735413
epoch time: 7.2920050621s, input_fired_time: 0.0990824997, output_fired_time: 0.0000000000, propagate_forward_time: 6.8642153740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287072182
validation[          , genome  6777] predictions:    9439/  10000 (94.39%), best:    9782/10000 (97.82%), error:      1832.10437, best error:       775.38281 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 86.3467788696s, input_fired_time: 0.9555268288, output_fired_time: 0.5770930648, propagate_forward_time: 33.9420433044, propagate_backward_time: 48.9305496216, weight_update_time: 0.0996697471, other_time: 1.9415626526
epoch time: 7.1778197289s, input_fired_time: 0.0982843637, output_fired_time: 0.0000000000, propagate_forward_time: 6.7590870857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3204483986
validation[          , genome  6777] predictions:    9763/  10000 (97.63%), best:    9782/10000 (97.82%), error:       808.13080, best error:       775.38281 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 86.1143112183s, input_fired_time: 0.9447780252, output_fired_time: 0.5747492313, propagate_forward_time: 33.9550170898, propagate_backward_time: 48.7277374268, weight_update_time: 0.0973701850, other_time: 1.9120254517
epoch time: 7.2971849442s, input_fired_time: 0.1077913940, output_fired_time: 0.0000000000, propagate_forward_time: 6.8502883911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391051292
validation[          , genome  6777] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       830.17212, best error:       775.38281 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: 36.1923828125s, input_fired_time: 0.5209943056, output_fired_time: 0.0000000000, propagate_forward_time: 33.9577102661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7136764526
best training[          , genome  6777] predictions:   49744/  50000 (99.49%), best:    9782/10000 (97.82%), error:      1252.78650, best error:       775.38281 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: 7.2230186462s, input_fired_time: 0.0986817181, output_fired_time: 0.0000000000, propagate_forward_time: 6.7969565392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3273801804
   testing[          , genome  6777] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       743.21515, best error:       775.38281 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:57:49 (22913): called boinc_finish(0)

</stderr_txt>
]]>