Nameexact_genome_1512568488_41_826_0
Workunit2575418
Created6 Dec 2017, 17:12:10 UTC
Sent6 Dec 2017, 17:15:39 UTC
Report deadline8 Dec 2017, 1:07:56 UTC
Received6 Dec 2017, 18:01:42 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time45 min 39 sec
CPU time45 min 36 sec
Validate stateValid
Credit332.00
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.45 MB
Peak swap size150.93 MB
Peak disk usage1.28 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
ht_update_time: 0.0905529931, other_time: 1.8685646057
epoch time: 2.1746542454s, input_fired_time: 0.0234639384, output_fired_time: 0.0000000000, propagate_forward_time: 1.8146401644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365501165
validation[          , genome   826] predictions:    9182/  10000 (91.82%), best:    9195/10000 (91.95%), error:      2724.55835, best error:      2674.17114 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 24.6302089691s, input_fired_time: 0.1858313978, output_fired_time: 0.1725824326, propagate_forward_time: 9.0977020264, propagate_backward_time: 13.3169927597, weight_update_time: 0.0911167935, other_time: 1.8571004868
epoch time: 2.1796083450s, input_fired_time: 0.0234827511, output_fired_time: 0.0000000000, propagate_forward_time: 1.8217978477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343276978
validation[          , genome   826] predictions:    9192/  10000 (91.92%), best:    9195/10000 (91.95%), error:      2717.36206, best error:      2674.17114 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 24.7255153656s, input_fired_time: 0.1887081414, output_fired_time: 0.1743719876, propagate_forward_time: 9.1097946167, propagate_backward_time: 13.3365526199, weight_update_time: 0.0916499346, other_time: 1.9160890579
epoch time: 2.1831927299s, input_fired_time: 0.0241879392, output_fired_time: 0.0000000000, propagate_forward_time: 1.8211476803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378570080
validation[          , genome   826] predictions:    9199/  10000 (91.99%), best:    9195/10000 (91.95%), error:      2684.48950, best error:      2674.17114 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 24.7166500092s, input_fired_time: 0.1885595620, output_fired_time: 0.1741784513, propagate_forward_time: 9.1123046875, propagate_backward_time: 13.3235225677, weight_update_time: 0.0915666297, other_time: 1.9180831909
epoch time: 2.1746759415s, input_fired_time: 0.0237971060, output_fired_time: 0.0000000000, propagate_forward_time: 1.8170566559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338222504
validation[          , genome   826] predictions:    9237/  10000 (92.37%), best:    9237/10000 (92.37%), error:      2605.15527, best error:      2605.15527 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 24.5870609283s, input_fired_time: 0.1853725314, output_fired_time: 0.1714253724, propagate_forward_time: 9.0841836929, propagate_backward_time: 13.2929172516, weight_update_time: 0.0920808688, other_time: 1.8531618118
epoch time: 2.1816406250s, input_fired_time: 0.0238821097, output_fired_time: 0.0000000000, propagate_forward_time: 1.8217031956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360552788
validation[          , genome   826] predictions:    9204/  10000 (92.04%), best:    9237/10000 (92.37%), error:      2652.51807, best error:      2605.15527 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 24.7620372772s, input_fired_time: 0.1874494404, output_fired_time: 0.1729366630, propagate_forward_time: 9.1276702881, propagate_backward_time: 13.3554182053, weight_update_time: 0.0919142663, other_time: 1.9185628891
epoch time: 2.1895866394s, input_fired_time: 0.0232144799, output_fired_time: 0.0000000000, propagate_forward_time: 1.8256136179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407584429
validation[          , genome   826] predictions:    9193/  10000 (91.93%), best:    9237/10000 (92.37%), error:      2696.70898, best error:      2605.15527 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 24.5804004669s, input_fired_time: 0.1854113638, output_fired_time: 0.1737424135, propagate_forward_time: 9.0757875443, propagate_backward_time: 13.2834615707, weight_update_time: 0.0909049287, other_time: 1.8619976044
epoch time: 2.1914217472s, input_fired_time: 0.0227992889, output_fired_time: 0.0000000000, propagate_forward_time: 1.8313645124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372579813
validation[          , genome   826] predictions:    9222/  10000 (92.22%), best:    9222/10000 (92.22%), error:      2601.70190, best error:      2601.70190 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 24.5495986938s, input_fired_time: 0.1873202920, output_fired_time: 0.1724877059, propagate_forward_time: 9.0148200989, propagate_backward_time: 13.2676887512, weight_update_time: 0.0906631276, other_time: 1.9072818756
epoch time: 2.1639823914s, input_fired_time: 0.0239137206, output_fired_time: 0.0000000000, propagate_forward_time: 1.8031127453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369560242
validation[          , genome   826] predictions:    9232/  10000 (92.32%), best:    9222/10000 (92.22%), error:      2646.92090, best error:      2601.70190 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 24.6417942047s, input_fired_time: 0.1858871281, output_fired_time: 0.1726925671, propagate_forward_time: 9.0585231781, propagate_backward_time: 13.3038864136, weight_update_time: 0.0923234224, other_time: 1.9208049774
epoch time: 2.1708412170s, input_fired_time: 0.0234045479, output_fired_time: 0.0000000000, propagate_forward_time: 1.8099075556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375290632
validation[          , genome   826] predictions:    9232/  10000 (92.32%), best:    9232/10000 (92.32%), error:      2567.97461, best error:      2567.97461 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 24.6225261688s, input_fired_time: 0.1870051175, output_fired_time: 0.1718271971, propagate_forward_time: 9.0697450638, propagate_backward_time: 13.3027143478, weight_update_time: 0.0919304863, other_time: 1.8912334442
epoch time: 2.1789650917s, input_fired_time: 0.0232089162, output_fired_time: 0.0000000000, propagate_forward_time: 1.8192009926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365552425
validation[          , genome   826] predictions:    9217/  10000 (92.17%), best:    9232/10000 (92.32%), error:      2662.40552, best error:      2567.97461 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 24.7871513367s, input_fired_time: 0.1915551126, output_fired_time: 0.1743693054, propagate_forward_time: 9.1304893494, propagate_backward_time: 13.3788108826, weight_update_time: 0.0920052677, other_time: 1.9119262695
epoch time: 2.1934370995s, input_fired_time: 0.0232994910, output_fired_time: 0.0000000000, propagate_forward_time: 1.8299744129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401632309
validation[          , genome   826] predictions:    9209/  10000 (92.09%), best:    9232/10000 (92.32%), error:      2634.96655, best error:      2567.97461 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 24.7575130463s, input_fired_time: 0.1892670095, output_fired_time: 0.1730302125, propagate_forward_time: 9.1257085800, propagate_backward_time: 13.3491411209, weight_update_time: 0.0927690119, other_time: 1.9203662872
epoch time: 2.1836936474s, input_fired_time: 0.0238825474, output_fired_time: 0.0000000000, propagate_forward_time: 1.8205903769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392206430
validation[          , genome   826] predictions:    9218/  10000 (92.18%), best:    9232/10000 (92.32%), error:      2576.21729, best error:      2567.97461 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 24.6539955139s, input_fired_time: 0.1875074804, output_fired_time: 0.1730730832, propagate_forward_time: 9.0767230988, propagate_backward_time: 13.2947635651, weight_update_time: 0.0914632231, other_time: 1.9219284058
epoch time: 2.1565608978s, input_fired_time: 0.0235028062, output_fired_time: 0.0000000000, propagate_forward_time: 1.7977511883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353068829
validation[          , genome   826] predictions:    9218/  10000 (92.18%), best:    9232/10000 (92.32%), error:      2579.60352, best error:      2567.97461 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 24.4864044189s, input_fired_time: 0.1866578013, output_fired_time: 0.1704344898, propagate_forward_time: 8.9826631546, propagate_backward_time: 13.2357978821, weight_update_time: 0.0912504047, other_time: 1.9108514786
epoch time: 2.1768455505s, input_fired_time: 0.0229158960, output_fired_time: 0.0000000000, propagate_forward_time: 1.8146384954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392912149
validation[          , genome   826] predictions:    9233/  10000 (92.33%), best:    9233/10000 (92.33%), error:      2558.60278, best error:      2558.60278 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 24.5950698853s, input_fired_time: 0.1865552366, output_fired_time: 0.1730005145, propagate_forward_time: 9.0509366989, propagate_backward_time: 13.2665166855, weight_update_time: 0.0912487432, other_time: 1.9180603027
epoch time: 2.1791903973s, input_fired_time: 0.0231696349, output_fired_time: 0.0000000000, propagate_forward_time: 1.8170347214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389861584
validation[          , genome   826] predictions:    9211/  10000 (92.11%), best:    9233/10000 (92.33%), error:      2586.33936, best error:      2558.60278 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 24.7508697510s, input_fired_time: 0.1891955733, output_fired_time: 0.1749688983, propagate_forward_time: 9.1221723557, propagate_backward_time: 13.3445997238, weight_update_time: 0.0926117823, other_time: 1.9199333191
epoch time: 2.1897833347s, input_fired_time: 0.0236364752, output_fired_time: 0.0000000000, propagate_forward_time: 1.8250734806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410732746
validation[          , genome   826] predictions:    9218/  10000 (92.18%), best:    9233/10000 (92.33%), error:      2575.88843, best error:      2558.60278 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 24.5982055664s, input_fired_time: 0.1865335405, output_fired_time: 0.1736657321, propagate_forward_time: 9.0734357834, propagate_backward_time: 13.2878875732, weight_update_time: 0.0965700001, other_time: 1.8766832352
epoch time: 2.1888194084s, input_fired_time: 0.0232102107, output_fired_time: 0.0000000000, propagate_forward_time: 1.8249830008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406261206
validation[          , genome   826] predictions:    9244/  10000 (92.44%), best:    9244/10000 (92.44%), error:      2547.44092, best error:      2547.44092 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 24.7053699493s, input_fired_time: 0.1887021810, output_fired_time: 0.1738431156, propagate_forward_time: 9.1059608459, propagate_backward_time: 13.3132562637, weight_update_time: 0.0917409286, other_time: 1.9236078262
epoch time: 2.1747436523s, input_fired_time: 0.0236458965, output_fired_time: 0.0000000000, propagate_forward_time: 1.8159186840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351790905
validation[          , genome   826] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2536.30005, best error:      2536.30005 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 24.7411193848s, input_fired_time: 0.1894526631, output_fired_time: 0.1732305735, propagate_forward_time: 9.1276731491, propagate_backward_time: 13.3360033035, weight_update_time: 0.0922765061, other_time: 1.9147586823
epoch time: 2.1904175282s, input_fired_time: 0.0238676071, output_fired_time: 0.0000000000, propagate_forward_time: 1.8277564049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3387935162
validation[          , genome   826] predictions:    9238/  10000 (92.38%), best:    9256/10000 (92.56%), error:      2574.63525, best error:      2536.30005 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 24.7059688568s, input_fired_time: 0.1892271936, output_fired_time: 0.1738357842, propagate_forward_time: 9.1168251038, propagate_backward_time: 13.3135843277, weight_update_time: 0.0923866853, other_time: 1.9124956131
epoch time: 2.1616656780s, input_fired_time: 0.0233772472, output_fired_time: 0.0000000000, propagate_forward_time: 1.8003647327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379237652
validation[          , genome   826] predictions:    9237/  10000 (92.37%), best:    9237/10000 (92.37%), error:      2528.06763, best error:      2528.06763 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 24.6782016754s, input_fired_time: 0.1882315278, output_fired_time: 0.1734898239, propagate_forward_time: 9.0863780975, propagate_backward_time: 13.3166112900, weight_update_time: 0.0914709345, other_time: 1.9134893417
epoch time: 2.1886358261s, input_fired_time: 0.0235074926, output_fired_time: 0.0000000000, propagate_forward_time: 1.8272012472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379269838
validation[          , genome   826] predictions:    9234/  10000 (92.34%), best:    9237/10000 (92.37%), error:      2565.34497, best error:      2528.06763 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 24.6263065338s, input_fired_time: 0.1861832291, output_fired_time: 0.1730270088, propagate_forward_time: 9.0772104263, propagate_backward_time: 13.3205385208, weight_update_time: 0.0916742831, other_time: 1.8693466187
epoch time: 2.1895856857s, input_fired_time: 0.0231606383, output_fired_time: 0.0000000000, propagate_forward_time: 1.8309863806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354386091
validation[          , genome   826] predictions:    9256/  10000 (92.56%), best:    9256/10000 (92.56%), error:      2498.69556, best error:      2498.69556 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 24.8303642273s, input_fired_time: 0.1910408735, output_fired_time: 0.1745297164, propagate_forward_time: 9.1559152603, propagate_backward_time: 13.3912191391, weight_update_time: 0.0930363908, other_time: 1.9176597595
epoch time: 2.1990635395s, input_fired_time: 0.0238218978, output_fired_time: 0.0000000000, propagate_forward_time: 1.8355739117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396677971
validation[          , genome   826] predictions:    9242/  10000 (92.42%), best:    9256/10000 (92.56%), error:      2550.03101, best error:      2498.69556 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 24.7250938416s, input_fired_time: 0.1866056025, output_fired_time: 0.1726851910, propagate_forward_time: 9.1303138733, propagate_backward_time: 13.3485164642, weight_update_time: 0.0910976157, other_time: 1.8869724274
epoch time: 2.1796617508s, input_fired_time: 0.0235839710, output_fired_time: 0.0000000000, propagate_forward_time: 1.8212809563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347969055
validation[          , genome   826] predictions:    9243/  10000 (92.43%), best:    9256/10000 (92.56%), error:      2580.54980, best error:      2498.69556 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 24.7372684479s, input_fired_time: 0.1886748075, output_fired_time: 0.1750115454, propagate_forward_time: 9.1172189713, propagate_backward_time: 13.3423614502, weight_update_time: 0.0913714394, other_time: 1.9140024185
epoch time: 2.1549606323s, input_fired_time: 0.0236757901, output_fired_time: 0.0000000000, propagate_forward_time: 1.7964324951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348524570
validation[          , genome   826] predictions:    9244/  10000 (92.44%), best:    9256/10000 (92.56%), error:      2518.31177, best error:      2498.69556 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 24.6073322296s, input_fired_time: 0.1874245703, output_fired_time: 0.1737275273, propagate_forward_time: 9.0683364868, propagate_backward_time: 13.2873582840, weight_update_time: 0.0920625031, other_time: 1.8904867172
epoch time: 2.1894960403s, input_fired_time: 0.0235271528, output_fired_time: 0.0000000000, propagate_forward_time: 1.8311235905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348453045
validation[          , genome   826] predictions:    9229/  10000 (92.29%), best:    9256/10000 (92.56%), error:      2581.14136, best error:      2498.69556 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 24.6674022675s, input_fired_time: 0.1886136681, output_fired_time: 0.1741918176, propagate_forward_time: 9.0960426331, propagate_backward_time: 13.3389863968, weight_update_time: 0.0903740600, other_time: 1.8695669174
epoch time: 2.1736445427s, input_fired_time: 0.0236369371, output_fired_time: 0.0000000000, propagate_forward_time: 1.8153467178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346610069
validation[          , genome   826] predictions:    9235/  10000 (92.35%), best:    9256/10000 (92.56%), error:      2500.52148, best error:      2498.69556 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 24.7396221161s, input_fired_time: 0.1897799522, output_fired_time: 0.1734028757, propagate_forward_time: 9.1215391159, propagate_backward_time: 13.3361492157, weight_update_time: 0.0916076526, other_time: 1.9187517166
epoch time: 2.1863968372s, input_fired_time: 0.0236458853, output_fired_time: 0.0000000000, propagate_forward_time: 1.8232177496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395332098
validation[          , genome   826] predictions:    9263/  10000 (92.63%), best:    9263/10000 (92.63%), error:      2463.09351, best error:      2463.09351 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 24.7151660919s, input_fired_time: 0.1898025274, output_fired_time: 0.1746556759, propagate_forward_time: 9.0876111984, propagate_backward_time: 13.3486995697, weight_update_time: 0.0915542170, other_time: 1.9143972397
epoch time: 2.1772491932s, input_fired_time: 0.0238299873, output_fired_time: 0.0000000000, propagate_forward_time: 1.8163208961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370983601
validation[          , genome   826] predictions:    9244/  10000 (92.44%), best:    9263/10000 (92.63%), error:      2512.26636, best error:      2463.09351 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 24.7877674103s, input_fired_time: 0.1903510541, output_fired_time: 0.1747159362, propagate_forward_time: 9.1224012375, propagate_backward_time: 13.3839282990, weight_update_time: 0.0922680050, other_time: 1.9163713455
epoch time: 2.1928269863s, input_fired_time: 0.0242686942, output_fired_time: 0.0000000000, propagate_forward_time: 1.8288376331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397207260
validation[          , genome   826] predictions:    9242/  10000 (92.42%), best:    9263/10000 (92.63%), error:      2506.57104, best error:      2463.09351 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 24.6543636322s, input_fired_time: 0.1872495711, output_fired_time: 0.1733947992, propagate_forward_time: 9.1057147980, propagate_backward_time: 13.3169660568, weight_update_time: 0.0917584151, other_time: 1.8710374832
epoch time: 2.1811542511s, input_fired_time: 0.0239983387, output_fired_time: 0.0000000000, propagate_forward_time: 1.8222879171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348680735
validation[          , genome   826] predictions:    9264/  10000 (92.64%), best:    9263/10000 (92.63%), error:      2475.19263, best error:      2463.09351 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 24.7651824951s, input_fired_time: 0.1903081238, output_fired_time: 0.1736659855, propagate_forward_time: 9.1193094254, propagate_backward_time: 13.3655014038, weight_update_time: 0.0912663937, other_time: 1.9163980484
epoch time: 2.1582005024s, input_fired_time: 0.0236100107, output_fired_time: 0.0000000000, propagate_forward_time: 1.7974836826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371067047
validation[          , genome   826] predictions:    9259/  10000 (92.59%), best:    9263/10000 (92.63%), error:      2509.97241, best error:      2463.09351 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 24.7793331146s, input_fired_time: 0.1888033897, output_fired_time: 0.1764386296, propagate_forward_time: 9.1479539871, propagate_backward_time: 13.3885650635, weight_update_time: 0.0912560970, other_time: 1.8775720596
epoch time: 2.1870446205s, input_fired_time: 0.0233798213, output_fired_time: 0.0000000000, propagate_forward_time: 1.8283103704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353544474
validation[          , genome   826] predictions:    9251/  10000 (92.51%), best:    9263/10000 (92.63%), error:      2499.88818, best error:      2463.09351 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 24.7172527313s, input_fired_time: 0.1892443001, output_fired_time: 0.1736774147, propagate_forward_time: 9.1330051422, propagate_backward_time: 13.3551921844, weight_update_time: 0.0916071460, other_time: 1.8661327362
epoch time: 2.1841418743s, input_fired_time: 0.0236663949, output_fired_time: 0.0000000000, propagate_forward_time: 1.8266928196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3337826729
validation[          , genome   826] predictions:    9259/  10000 (92.59%), best:    9263/10000 (92.63%), error:      2478.75977, best error:      2463.09351 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 24.7826595306s, input_fired_time: 0.1914535463, output_fired_time: 0.1746835709, propagate_forward_time: 9.1431045532, propagate_backward_time: 13.3581504822, weight_update_time: 0.0931102782, other_time: 1.9152679443
epoch time: 2.1928179264s, input_fired_time: 0.0237676445, output_fired_time: 0.0000000000, propagate_forward_time: 1.8313456774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377045393
validation[          , genome   826] predictions:    9256/  10000 (92.56%), best:    9263/10000 (92.63%), error:      2493.51660, best error:      2463.09351 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 24.8210487366s, input_fired_time: 0.1915582120, output_fired_time: 0.1755075753, propagate_forward_time: 9.1475324631, propagate_backward_time: 13.3923864365, weight_update_time: 0.0915872008, other_time: 1.9140625000
epoch time: 2.1913397312s, input_fired_time: 0.0240367595, output_fired_time: 0.0000000000, propagate_forward_time: 1.8297504187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375526667
validation[          , genome   826] predictions:    9265/  10000 (92.65%), best:    9265/10000 (92.65%), error:      2445.16772, best error:      2445.16772 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 24.6475315094s, input_fired_time: 0.1889752001, output_fired_time: 0.1739727855, propagate_forward_time: 9.1043062210, propagate_backward_time: 13.3146495819, weight_update_time: 0.0916105658, other_time: 1.8656282425
epoch time: 2.1766424179s, input_fired_time: 0.0242571868, output_fired_time: 0.0000000000, propagate_forward_time: 1.8182309866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341542482
validation[          , genome   826] predictions:    9246/  10000 (92.46%), best:    9265/10000 (92.65%), error:      2467.39429, best error:      2445.16772 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 24.6466236115s, input_fired_time: 0.1906798929, output_fired_time: 0.1747176647, propagate_forward_time: 9.0884752274, propagate_backward_time: 13.2758779526, weight_update_time: 0.0924422070, other_time: 1.9168739319
epoch time: 2.1703288555s, input_fired_time: 0.0238133445, output_fired_time: 0.0000000000, propagate_forward_time: 1.8146531582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318624496
validation[          , genome   826] predictions:    9269/  10000 (92.69%), best:    9265/10000 (92.65%), error:      2451.34009, best error:      2445.16772 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 24.6808223724s, input_fired_time: 0.1914462745, output_fired_time: 0.1733503044, propagate_forward_time: 9.0848865509, propagate_backward_time: 13.3197154999, weight_update_time: 0.0918723866, other_time: 1.9114246368
epoch time: 2.1802387238s, input_fired_time: 0.0239086021, output_fired_time: 0.0000000000, propagate_forward_time: 1.8193272352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370028734
validation[          , genome   826] predictions:    9277/  10000 (92.77%), best:    9277/10000 (92.77%), error:      2437.63599, best error:      2437.63599 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 24.6880035400s, input_fired_time: 0.1908700764, output_fired_time: 0.1730850190, propagate_forward_time: 9.1136264801, propagate_backward_time: 13.3319358826, weight_update_time: 0.0928762108, other_time: 1.8784866333
epoch time: 2.1767797470s, input_fired_time: 0.0237292033, output_fired_time: 0.0000000000, propagate_forward_time: 1.8185000420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345506191
validation[          , genome   826] predictions:    9269/  10000 (92.69%), best:    9277/10000 (92.77%), error:      2449.09888, best error:      2437.63599 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 24.5922698975s, input_fired_time: 0.1898380816, output_fired_time: 0.1713024974, propagate_forward_time: 9.0374069214, propagate_backward_time: 13.2837581635, weight_update_time: 0.0916562602, other_time: 1.9099636078
epoch time: 2.1627962589s, input_fired_time: 0.0241819695, output_fired_time: 0.0000000000, propagate_forward_time: 1.8022119999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364021778
validation[          , genome   826] predictions:    9260/  10000 (92.60%), best:    9277/10000 (92.77%), error:      2456.54883, best error:      2437.63599 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 24.5125408173s, input_fired_time: 0.1888281852, output_fired_time: 0.1707724333, propagate_forward_time: 8.9750137329, propagate_backward_time: 13.2722015381, weight_update_time: 0.0918510631, other_time: 1.9057254791
epoch time: 2.1750686169s, input_fired_time: 0.0235292949, output_fired_time: 0.0000000000, propagate_forward_time: 1.8161684275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353708982
validation[          , genome   826] predictions:    9269/  10000 (92.69%), best:    9277/10000 (92.77%), error:      2459.80957, best error:      2437.63599 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 24.7354869843s, input_fired_time: 0.1923458576, output_fired_time: 0.1738162488, propagate_forward_time: 9.1246299744, propagate_backward_time: 13.3342895508, weight_update_time: 0.0916707963, other_time: 1.9104042053
epoch time: 2.1915590763s, input_fired_time: 0.0244173594, output_fired_time: 0.0000000000, propagate_forward_time: 1.8282614946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388801813
validation[          , genome   826] predictions:    9267/  10000 (92.67%), best:    9277/10000 (92.77%), error:      2457.20776, best error:      2437.63599 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 24.6205673218s, input_fired_time: 0.1936097592, output_fired_time: 0.1716643870, propagate_forward_time: 9.0648155212, propagate_backward_time: 13.2834157944, weight_update_time: 0.0912252963, other_time: 1.9070615768
epoch time: 2.1708922386s, input_fired_time: 0.0243848506, output_fired_time: 0.0000000000, propagate_forward_time: 1.8092278242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372796774
validation[          , genome   826] predictions:    9260/  10000 (92.60%), best:    9277/10000 (92.77%), error:      2454.16919, best error:      2437.63599 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 24.6634769440s, input_fired_time: 0.1902946532, output_fired_time: 0.1729183346, propagate_forward_time: 9.0947875977, propagate_backward_time: 13.3276910782, weight_update_time: 0.0901018754, other_time: 1.8777856827
epoch time: 2.1743683815s, input_fired_time: 0.0244147815, output_fired_time: 0.0000000000, propagate_forward_time: 1.8144488335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3355047703
validation[          , genome   826] predictions:    9273/  10000 (92.73%), best:    9277/10000 (92.77%), error:      2442.02686, best error:      2437.63599 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 24.6819572449s, input_fired_time: 0.1931103468, output_fired_time: 0.1752019525, propagate_forward_time: 9.1014451981, propagate_backward_time: 13.2951736450, weight_update_time: 0.0929522365, other_time: 1.9170274734
epoch time: 2.1806175709s, input_fired_time: 0.0248773731, output_fired_time: 0.0000000000, propagate_forward_time: 1.8161703348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395699263
validation[          , genome   826] predictions:    9258/  10000 (92.58%), best:    9277/10000 (92.77%), error:      2496.91187, best error:      2437.63599 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 24.7183094025s, input_fired_time: 0.1911445856, output_fired_time: 0.1730202287, propagate_forward_time: 9.1241178513, propagate_backward_time: 13.3471937180, weight_update_time: 0.0914541557, other_time: 1.8828334808
epoch time: 2.1826713085s, input_fired_time: 0.0243105628, output_fired_time: 0.0000000000, propagate_forward_time: 1.8226728439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356878757
validation[          , genome   826] predictions:    9266/  10000 (92.66%), best:    9277/10000 (92.77%), error:      2448.59326, best error:      2437.63599 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 24.6100406647s, input_fired_time: 0.1902276278, output_fired_time: 0.1719273925, propagate_forward_time: 9.0443248749, propagate_backward_time: 13.3009004593, weight_update_time: 0.0922538862, other_time: 1.9026613235
epoch time: 2.1804702282s, input_fired_time: 0.0251883548, output_fired_time: 0.0000000000, propagate_forward_time: 1.8169095516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383722305
validation[          , genome   826] predictions:    9284/  10000 (92.84%), best:    9284/10000 (92.84%), error:      2437.50732, best error:      2437.50732 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 24.6114292145s, input_fired_time: 0.1902003586, output_fired_time: 0.1729436219, propagate_forward_time: 9.0668716431, propagate_backward_time: 13.3220462799, weight_update_time: 0.0912111849, other_time: 1.8593673706
epoch time: 2.1709196568s, input_fired_time: 0.0240410287, output_fired_time: 0.0000000000, propagate_forward_time: 1.8121265173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347522020
validation[          , genome   826] predictions:    9267/  10000 (92.67%), best:    9284/10000 (92.84%), error:      2460.52808, best error:      2437.50732 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 24.6748809814s, input_fired_time: 0.1917337179, output_fired_time: 0.1729382575, propagate_forward_time: 9.0875167847, propagate_backward_time: 13.3097696304, weight_update_time: 0.0918921158, other_time: 1.9129228592
epoch time: 2.1818513870s, input_fired_time: 0.0241174698, output_fired_time: 0.0000000000, propagate_forward_time: 1.8197759390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379579782
validation[          , genome   826] predictions:    9283/  10000 (92.83%), best:    9283/10000 (92.83%), error:      2427.74512, best error:      2427.74512 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 24.6977653503s, input_fired_time: 0.1912216991, output_fired_time: 0.1739589423, propagate_forward_time: 9.1201143265, propagate_backward_time: 13.3481159210, weight_update_time: 0.0921227187, other_time: 1.8643541336
epoch time: 2.1833045483s, input_fired_time: 0.0238945093, output_fired_time: 0.0000000000, propagate_forward_time: 1.8248394728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345705271
validation[          , genome   826] predictions:    9249/  10000 (92.49%), best:    9283/10000 (92.83%), error:      2546.66650, best error:      2427.74512 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 24.5971374512s, input_fired_time: 0.1910606772, output_fired_time: 0.1729471087, propagate_forward_time: 9.0881595612, propagate_backward_time: 13.2902746201, weight_update_time: 0.0910078287, other_time: 1.8546953201
epoch time: 2.1806452274s, input_fired_time: 0.0247300342, output_fired_time: 0.0000000000, propagate_forward_time: 1.8200713396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3358439207
validation[          , genome   826] predictions:    9276/  10000 (92.76%), best:    9283/10000 (92.83%), error:      2442.02856, best error:      2427.74512 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 24.7418193817s, input_fired_time: 0.1942052990, output_fired_time: 0.1743548512, propagate_forward_time: 9.1265106201, propagate_backward_time: 13.3332958221, weight_update_time: 0.0917344391, other_time: 1.9134521484
epoch time: 2.1834359169s, input_fired_time: 0.0243135318, output_fired_time: 0.0000000000, propagate_forward_time: 1.8227117062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364107609
validation[          , genome   826] predictions:    9282/  10000 (92.82%), best:    9283/10000 (92.83%), error:      2436.43555, best error:      2427.74512 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 24.6982307434s, input_fired_time: 0.1928532422, output_fired_time: 0.1743671298, propagate_forward_time: 9.0997180939, propagate_backward_time: 13.3678798676, weight_update_time: 0.0914461538, other_time: 1.8634109497
epoch time: 2.1838257313s, input_fired_time: 0.0241678953, output_fired_time: 0.0000000000, propagate_forward_time: 1.8239809275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356770277
validation[          , genome   826] predictions:    9266/  10000 (92.66%), best:    9283/10000 (92.83%), error:      2492.68970, best error:      2427.74512 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 24.8311557770s, input_fired_time: 0.1931223869, output_fired_time: 0.1742110103, propagate_forward_time: 9.1544065475, propagate_backward_time: 13.3903751373, weight_update_time: 0.0928237364, other_time: 1.9190397263
epoch time: 2.1944265366s, input_fired_time: 0.0253651831, output_fired_time: 0.0000000000, propagate_forward_time: 1.8280515671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410098553
validation[          , genome   826] predictions:    9277/  10000 (92.77%), best:    9277/10000 (92.77%), error:      2418.77588, best error:      2418.77588 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 24.7057514191s, input_fired_time: 0.1936285496, output_fired_time: 0.1752194762, propagate_forward_time: 9.1127538681, propagate_backward_time: 13.3357992172, weight_update_time: 0.0929663032, other_time: 1.8883514404
epoch time: 2.1914005280s, input_fired_time: 0.0244267378, output_fired_time: 0.0000000000, propagate_forward_time: 1.8290616274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379122019
validation[          , genome   826] predictions:    9292/  10000 (92.92%), best:    9292/10000 (92.92%), error:      2401.62988, best error:      2401.62988 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 24.8325538635s, input_fired_time: 0.1937050223, output_fired_time: 0.1757201850, propagate_forward_time: 9.1750812531, propagate_backward_time: 13.4126892090, weight_update_time: 0.0911885425, other_time: 1.8753585815
epoch time: 2.2039828300s, input_fired_time: 0.0243737940, output_fired_time: 0.0000000000, propagate_forward_time: 1.8428775072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367315531
validation[          , genome   826] predictions:    9283/  10000 (92.83%), best:    9292/10000 (92.92%), error:      2410.60840, best error:      2401.62988 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 24.7055549622s, input_fired_time: 0.1934650391, output_fired_time: 0.1747519076, propagate_forward_time: 9.1510028839, propagate_backward_time: 13.3262252808, weight_update_time: 0.0907182917, other_time: 1.8601112366
epoch time: 2.1803252697s, input_fired_time: 0.0245006531, output_fired_time: 0.0000000000, propagate_forward_time: 1.8209009171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349237442
validation[          , genome   826] predictions:    9275/  10000 (92.75%), best:    9292/10000 (92.92%), error:      2425.23877, best error:      2401.62988 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 24.8339195251s, input_fired_time: 0.1943935752, output_fired_time: 0.1750737578, propagate_forward_time: 9.1496477127, propagate_backward_time: 13.3893737793, weight_update_time: 0.0975974053, other_time: 1.9254312515
epoch time: 2.1911025047s, input_fired_time: 0.0245262757, output_fired_time: 0.0000000000, propagate_forward_time: 1.8276426792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389334679
validation[          , genome   826] predictions:    9274/  10000 (92.74%), best:    9292/10000 (92.92%), error:      2418.98169, best error:      2401.62988 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 24.6261558533s, input_fired_time: 0.1929476112, output_fired_time: 0.1726907939, propagate_forward_time: 9.1018657684, propagate_backward_time: 13.2891197205, weight_update_time: 0.0918086767, other_time: 1.8695316315
epoch time: 2.1792709827s, input_fired_time: 0.0248995591, output_fired_time: 0.0000000000, propagate_forward_time: 1.8189197779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354517221
validation[          , genome   826] predictions:    9258/  10000 (92.58%), best:    9292/10000 (92.92%), error:      2462.02100, best error:      2401.62988 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 24.7927799225s, input_fired_time: 0.1948634833, output_fired_time: 0.1735458821, propagate_forward_time: 9.1407146454, propagate_backward_time: 13.3637676239, weight_update_time: 0.0931765139, other_time: 1.9198875427
epoch time: 2.1892373562s, input_fired_time: 0.0245689917, output_fired_time: 0.0000000000, propagate_forward_time: 1.8276652098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370031118
validation[          , genome   826] predictions:    9279/  10000 (92.79%), best:    9292/10000 (92.92%), error:      2434.44995, best error:      2401.62988 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 24.7669429779s, input_fired_time: 0.1922030300, output_fired_time: 0.1747299731, propagate_forward_time: 9.1502294540, propagate_backward_time: 13.3788976669, weight_update_time: 0.0921846181, other_time: 1.8708820343
epoch time: 2.1896934509s, input_fired_time: 0.0250555240, output_fired_time: 0.0000000000, propagate_forward_time: 1.8297237158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349143267
validation[          , genome   826] predictions:    9277/  10000 (92.77%), best:    9292/10000 (92.92%), error:      2425.42065, best error:      2401.62988 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 24.4066829681s, input_fired_time: 0.1923316717, output_fired_time: 0.1711870432, propagate_forward_time: 8.8744831085, propagate_backward_time: 13.3136510849, weight_update_time: 0.0913004801, other_time: 1.8550310135
epoch time: 2.1519563198s, input_fired_time: 0.0244169105, output_fired_time: 0.0000000000, propagate_forward_time: 1.7947272062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328121901
validation[          , genome   826] predictions:    9294/  10000 (92.94%), best:    9294/10000 (92.94%), error:      2401.51416, best error:      2401.51416 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 24.6831550598s, input_fired_time: 0.1933317184, output_fired_time: 0.1743482053, propagate_forward_time: 9.1112718582, propagate_backward_time: 13.3431205750, weight_update_time: 0.0914025605, other_time: 1.8610811234
epoch time: 2.1903190613s, input_fired_time: 0.0248876661, output_fired_time: 0.0000000000, propagate_forward_time: 1.8289169073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365145922
validation[          , genome   826] predictions:    9281/  10000 (92.81%), best:    9294/10000 (92.94%), error:      2429.41699, best error:      2401.51416 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 24.5162601471s, input_fired_time: 0.1990379840, output_fired_time: 0.1709516346, propagate_forward_time: 9.0140457153, propagate_backward_time: 13.2251729965, weight_update_time: 0.0903048143, other_time: 1.9070520401
epoch time: 2.1834239960s, input_fired_time: 0.0254006423, output_fired_time: 0.0000000000, propagate_forward_time: 1.8201847076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378386497
validation[          , genome   826] predictions:    9266/  10000 (92.66%), best:    9294/10000 (92.94%), error:      2443.98633, best error:      2401.51416 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 24.7499961853s, input_fired_time: 0.1948767453, output_fired_time: 0.1735616326, propagate_forward_time: 9.1284904480, propagate_backward_time: 13.3515958786, weight_update_time: 0.0918169171, other_time: 1.9014711380
epoch time: 2.1765019894s, input_fired_time: 0.0246599633, output_fired_time: 0.0000000000, propagate_forward_time: 1.8179695606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338725567
validation[          , genome   826] predictions:    9276/  10000 (92.76%), best:    9294/10000 (92.94%), error:      2402.83081, best error:      2401.51416 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 24.6272430420s, input_fired_time: 0.1951013207, output_fired_time: 0.1737475842, propagate_forward_time: 9.0405158997, propagate_backward_time: 13.3349370956, weight_update_time: 0.0902548507, other_time: 1.8829412460
epoch time: 2.1814546585s, input_fired_time: 0.0255159698, output_fired_time: 0.0000000000, propagate_forward_time: 1.8211364746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348021507
validation[          , genome   826] predictions:    9262/  10000 (92.62%), best:    9294/10000 (92.94%), error:      2480.20483, best error:      2401.51416 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 24.6379928589s, input_fired_time: 0.1921481788, output_fired_time: 0.1755053550, propagate_forward_time: 9.0855941772, propagate_backward_time: 13.3253860474, weight_update_time: 0.0916541293, other_time: 1.8593597412
epoch time: 2.1767683029s, input_fired_time: 0.0246399045, output_fired_time: 0.0000000000, propagate_forward_time: 1.8186877966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334406614
validation[          , genome   826] predictions:    9255/  10000 (92.55%), best:    9294/10000 (92.94%), error:      2489.47681, best error:      2401.51416 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 24.6390705109s, input_fired_time: 0.1951048821, output_fired_time: 0.1727282703, propagate_forward_time: 9.0747108459, propagate_backward_time: 13.2933006287, weight_update_time: 0.0910476446, other_time: 1.9032268524
epoch time: 2.1937561035s, input_fired_time: 0.0257684235, output_fired_time: 0.0000000000, propagate_forward_time: 1.8297442198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382433653
validation[          , genome   826] predictions:    9283/  10000 (92.83%), best:    9294/10000 (92.94%), error:      2419.96362, best error:      2401.51416 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 24.7110900879s, input_fired_time: 0.1939746290, output_fired_time: 0.1731637567, propagate_forward_time: 9.0941524506, propagate_backward_time: 13.3374910355, weight_update_time: 0.0909762830, other_time: 1.9123067856
epoch time: 2.1674971581s, input_fired_time: 0.0253878348, output_fired_time: 0.0000000000, propagate_forward_time: 1.8056612015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364481926
validation[          , genome   826] predictions:    9283/  10000 (92.83%), best:    9294/10000 (92.94%), error:      2417.67383, best error:      2401.51416 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 24.5311584473s, input_fired_time: 0.1939156353, output_fired_time: 0.1712900400, propagate_forward_time: 9.0260868073, propagate_backward_time: 13.2352886200, weight_update_time: 0.0926537141, other_time: 1.9045772552
epoch time: 2.1838889122s, input_fired_time: 0.0251708403, output_fired_time: 0.0000000000, propagate_forward_time: 1.8202129602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385051489
validation[          , genome   826] predictions:    9291/  10000 (92.91%), best:    9291/10000 (92.91%), error:      2401.25073, best error:      2401.25073 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 24.6992645264s, input_fired_time: 0.1937876195, output_fired_time: 0.1729675978, propagate_forward_time: 9.0762853622, propagate_backward_time: 13.3387575150, weight_update_time: 0.0910125300, other_time: 1.9174652100
epoch time: 2.1889505386s, input_fired_time: 0.0250136368, output_fired_time: 0.0000000000, propagate_forward_time: 1.8244969845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394398689
validation[          , genome   826] predictions:    9271/  10000 (92.71%), best:    9291/10000 (92.91%), error:      2423.91455, best error:      2401.25073 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 24.7305297852s, input_fired_time: 0.1951972693, output_fired_time: 0.1740772724, propagate_forward_time: 9.1512918472, propagate_backward_time: 13.3504056931, weight_update_time: 0.0909720063, other_time: 1.8595561981
epoch time: 2.1878149509s, input_fired_time: 0.0252994094, output_fired_time: 0.0000000000, propagate_forward_time: 1.8262561560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362594843
validation[          , genome   826] predictions:    9280/  10000 (92.80%), best:    9291/10000 (92.91%), error:      2417.48169, best error:      2401.25073 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 24.6887817383s, input_fired_time: 0.1955777556, output_fired_time: 0.1736190021, propagate_forward_time: 9.0913953781, propagate_backward_time: 13.3171396255, weight_update_time: 0.0914372206, other_time: 1.9110507965
epoch time: 2.1881346703s, input_fired_time: 0.0258581154, output_fired_time: 0.0000000000, propagate_forward_time: 1.8241283894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381481171
validation[          , genome   826] predictions:    9276/  10000 (92.76%), best:    9291/10000 (92.91%), error:      2427.29272, best error:      2401.25073 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 24.7718448639s, input_fired_time: 0.1947339326, output_fired_time: 0.1754736155, propagate_forward_time: 9.1623716354, propagate_backward_time: 13.3770418167, weight_update_time: 0.0915866569, other_time: 1.8622226715
epoch time: 2.1868271828s, input_fired_time: 0.0248269886, output_fired_time: 0.0000000000, propagate_forward_time: 1.8271952868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348048925
validation[          , genome   826] predictions:    9277/  10000 (92.77%), best:    9291/10000 (92.91%), error:      2411.07471, best error:      2401.25073 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 24.6164569855s, input_fired_time: 0.1935469061, output_fired_time: 0.1742621958, propagate_forward_time: 9.0802974701, propagate_backward_time: 13.2996368408, weight_update_time: 0.0908536762, other_time: 1.8687133789
epoch time: 2.1712865829s, input_fired_time: 0.0251823738, output_fired_time: 0.0000000000, propagate_forward_time: 1.8133331537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3327709436
validation[          , genome   826] predictions:    9288/  10000 (92.88%), best:    9291/10000 (92.91%), error:      2410.15503, best error:      2401.25073 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 24.6813755035s, input_fired_time: 0.1942471117, output_fired_time: 0.1731144339, propagate_forward_time: 9.1022510529, propagate_backward_time: 13.3550558090, weight_update_time: 0.0924277157, other_time: 1.8567075729
epoch time: 2.1891248226s, input_fired_time: 0.0253182128, output_fired_time: 0.0000000000, propagate_forward_time: 1.8294653893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343412876
validation[          , genome   826] predictions:    9229/  10000 (92.29%), best:    9291/10000 (92.91%), error:      2579.76074, best error:      2401.25073 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 24.7147064209s, input_fired_time: 0.1965538561, output_fired_time: 0.1730827540, propagate_forward_time: 9.0920124054, propagate_backward_time: 13.3388290405, weight_update_time: 0.0917310044, other_time: 1.9142284393
epoch time: 2.1803481579s, input_fired_time: 0.0249004513, output_fired_time: 0.0000000000, propagate_forward_time: 1.8148159981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406317234
validation[          , genome   826] predictions:    9266/  10000 (92.66%), best:    9291/10000 (92.91%), error:      2446.30200, best error:      2401.25073 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 24.7143020630s, input_fired_time: 0.1954957396, output_fired_time: 0.1746681035, propagate_forward_time: 9.1254110336, propagate_backward_time: 13.3582248688, weight_update_time: 0.0918681696, other_time: 1.8605031967
epoch time: 2.1841468811s, input_fired_time: 0.0256355722, output_fired_time: 0.0000000000, propagate_forward_time: 1.8240886927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3344227076
validation[          , genome   826] predictions:    9282/  10000 (92.82%), best:    9291/10000 (92.91%), error:      2433.64624, best error:      2401.25073 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 24.6768207550s, input_fired_time: 0.1953869462, output_fired_time: 0.1739691794, propagate_forward_time: 9.1102361679, propagate_backward_time: 13.3326053619, weight_update_time: 0.0912595466, other_time: 1.8646230698
epoch time: 2.1879911423s, input_fired_time: 0.0252733435, output_fired_time: 0.0000000000, propagate_forward_time: 1.8281936646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345241547
validation[          , genome   826] predictions:    9269/  10000 (92.69%), best:    9291/10000 (92.91%), error:      2443.54590, best error:      2401.25073 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 24.5973949432s, input_fired_time: 0.1966357529, output_fired_time: 0.1705540419, propagate_forward_time: 9.0344743729, propagate_backward_time: 13.2823982239, weight_update_time: 0.0916660577, other_time: 1.9133329391
epoch time: 2.1684327126s, input_fired_time: 0.0255493410, output_fired_time: 0.0000000000, propagate_forward_time: 1.8041844368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386988640
validation[          , genome   826] predictions:    9302/  10000 (93.02%), best:    9302/10000 (93.02%), error:      2395.24268, best error:      2395.24268 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 24.6469879150s, input_fired_time: 0.1972453445, output_fired_time: 0.1737644672, propagate_forward_time: 9.0677099228, propagate_backward_time: 13.2916412354, weight_update_time: 0.0918194428, other_time: 1.9166269302
epoch time: 2.1693603992s, input_fired_time: 0.0249410272, output_fired_time: 0.0000000000, propagate_forward_time: 1.8072317839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371876478
validation[          , genome   826] predictions:    9281/  10000 (92.81%), best:    9302/10000 (93.02%), error:      2425.81421, best error:      2395.24268 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 24.6756877899s, input_fired_time: 0.1935267746, output_fired_time: 0.1727467775, propagate_forward_time: 9.0571603775, propagate_backward_time: 13.3325557709, weight_update_time: 0.0920424610, other_time: 1.9196977615
epoch time: 2.1880509853s, input_fired_time: 0.0254463423, output_fired_time: 0.0000000000, propagate_forward_time: 1.8277158737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348886967
validation[          , genome   826] predictions:    9281/  10000 (92.81%), best:    9302/10000 (93.02%), error:      2407.65918, best error:      2395.24268 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 24.6535091400s, input_fired_time: 0.1965741962, output_fired_time: 0.1726438552, propagate_forward_time: 9.0788669586, propagate_backward_time: 13.2914800644, weight_update_time: 0.0917976275, other_time: 1.9139451981
epoch time: 2.1722347736s, input_fired_time: 0.0255006254, output_fired_time: 0.0000000000, propagate_forward_time: 1.8098489046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3368853331
validation[          , genome   826] predictions:    9305/  10000 (93.05%), best:    9305/10000 (93.05%), error:      2389.29834, best error:      2389.29834 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 24.6752948761s, input_fired_time: 0.1959226876, output_fired_time: 0.1728304178, propagate_forward_time: 9.1109905243, propagate_backward_time: 13.3377447128, weight_update_time: 0.0913461447, other_time: 1.8578062057
epoch time: 2.1816177368s, input_fired_time: 0.0252413396, output_fired_time: 0.0000000000, propagate_forward_time: 1.8214591742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3349171877
validation[          , genome   826] predictions:    9279/  10000 (92.79%), best:    9305/10000 (93.05%), error:      2430.56812, best error:      2389.29834 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 24.5550689697s, input_fired_time: 0.1962974221, output_fired_time: 0.1698244959, propagate_forward_time: 9.0039787292, propagate_backward_time: 13.2702350616, weight_update_time: 0.0915350094, other_time: 1.9147338867
epoch time: 2.1730225086s, input_fired_time: 0.0251357928, output_fired_time: 0.0000000000, propagate_forward_time: 1.8105219603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373647928
validation[          , genome   826] predictions:    9281/  10000 (92.81%), best:    9305/10000 (93.05%), error:      2405.09521, best error:      2389.29834 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 24.7687091827s, input_fired_time: 0.1974065751, output_fired_time: 0.1748530269, propagate_forward_time: 9.1405563354, propagate_backward_time: 13.3495807648, weight_update_time: 0.0913905650, other_time: 1.9063129425
epoch time: 2.1904685497s, input_fired_time: 0.0258722138, output_fired_time: 0.0000000000, propagate_forward_time: 1.8297274113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3348689079
validation[          , genome   826] predictions:    9296/  10000 (92.96%), best:    9305/10000 (93.05%), error:      2390.37183, best error:      2389.29834 on epoch:    97, 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: 11.0189123154s, input_fired_time: 0.1288775504, output_fired_time: 0.0000000000, propagate_forward_time: 9.1210384369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7689962387
best training[          , genome   826] predictions:   47310/  50000 (94.62%), best:    9305/10000 (93.05%), error:      9674.63477, best error:      2389.29834 on epoch:    97, 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: 2.1681437492s, input_fired_time: 0.0255381912, output_fired_time: 0.0000000000, propagate_forward_time: 1.8054451942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371603489
   testing[          , genome   826] predictions:    9385/  10000 (93.85%), best:    9305/10000 (93.05%), error:      2095.52612, best error:      2389.29834 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:01:23 (1196): called boinc_finish(0)

</stderr_txt>
]]>