Nameexact_genome_1512568488_43_841_1
Workunit2575467
Created6 Dec 2017, 17:12:16 UTC
Sent6 Dec 2017, 17:17:46 UTC
Report deadline10 Dec 2017, 13:08:17 UTC
Received7 Dec 2017, 22:41:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 27 min 17 sec
CPU time1 hours 27 min 8 sec
Validate stateValid
Credit956.69
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.40 MB
Peak swap size151.41 MB
Peak disk usage0.96 MB

Stderr output

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

epoch time: 44.0406341553s, input_fired_time: 0.4212640226, output_fired_time: 0.2881916463, propagate_forward_time: 16.8765640259, propagate_backward_time: 24.9382381439, weight_update_time: 0.0598965101, other_time: 1.5163745880
epoch time: 3.5714986324s, input_fired_time: 0.0417604633, output_fired_time: 0.0000000000, propagate_forward_time: 3.2594201565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703180313
validation[          , genome   841] predictions:    9353/  10000 (93.53%), best:    9378/10000 (93.78%), error:      2210.26538, best error:      2109.88354 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 45.0948905945s, input_fired_time: 0.4243286848, output_fired_time: 0.2914281487, propagate_forward_time: 17.2315940857, propagate_backward_time: 25.6019439697, weight_update_time: 0.0614131466, other_time: 1.5455970764
epoch time: 3.6171524525s, input_fired_time: 0.0428749509, output_fired_time: 0.0000000000, propagate_forward_time: 3.3102536201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640237808
validation[          , genome   841] predictions:    9392/  10000 (93.92%), best:    9378/10000 (93.78%), error:      2119.00928, best error:      2109.88354 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 47.6081352234s, input_fired_time: 0.4433508813, output_fired_time: 0.3054148555, propagate_forward_time: 18.2736854553, propagate_backward_time: 26.9691219330, weight_update_time: 0.0646573454, other_time: 1.6165599823
epoch time: 3.4967527390s, input_fired_time: 0.0415773056, output_fired_time: 0.0000000000, propagate_forward_time: 3.1972305775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579448223
validation[          , genome   841] predictions:    9362/  10000 (93.62%), best:    9378/10000 (93.78%), error:      2154.75439, best error:      2109.88354 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 50.0175819397s, input_fired_time: 0.4587615430, output_fired_time: 0.3180927634, propagate_forward_time: 19.2832450867, propagate_backward_time: 28.2634048462, weight_update_time: 0.0674007237, other_time: 1.6940765381
epoch time: 3.6429841518s, input_fired_time: 0.0428706557, output_fired_time: 0.0000000000, propagate_forward_time: 3.3305306435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2695827484
validation[          , genome   841] predictions:    9387/  10000 (93.87%), best:    9387/10000 (93.87%), error:      2036.25024, best error:      2036.25024 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 48.0058174133s, input_fired_time: 0.4452584684, output_fired_time: 0.3084532022, propagate_forward_time: 18.4119300842, propagate_backward_time: 27.2159976959, weight_update_time: 0.0645598322, other_time: 1.6241779327
epoch time: 4.8572077751s, input_fired_time: 0.0559297800, output_fired_time: 0.0000000000, propagate_forward_time: 4.4578375816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434405327
validation[          , genome   841] predictions:    9400/  10000 (94.00%), best:    9387/10000 (93.87%), error:      2052.05005, best error:      2036.25024 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 44.7795066833s, input_fired_time: 0.4285975099, output_fired_time: 0.2928999960, propagate_forward_time: 17.1569423676, propagate_backward_time: 25.3445911407, weight_update_time: 0.0615066141, other_time: 1.5564765930
epoch time: 3.7231976986s, input_fired_time: 0.0434720106, output_fired_time: 0.0000000000, propagate_forward_time: 3.4069888592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2727367878
validation[          , genome   841] predictions:    9367/  10000 (93.67%), best:    9387/10000 (93.87%), error:      2149.51562, best error:      2036.25024 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 48.3386993408s, input_fired_time: 0.4491061568, output_fired_time: 0.3084919751, propagate_forward_time: 18.6112670898, propagate_backward_time: 27.3268775940, weight_update_time: 0.0657469332, other_time: 1.6429595947
epoch time: 5.2562117577s, input_fired_time: 0.0576005243, output_fired_time: 0.0000000000, propagate_forward_time: 4.8352108002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634004593
validation[          , genome   841] predictions:    9344/  10000 (93.44%), best:    9387/10000 (93.87%), error:      2291.33740, best error:      2036.25024 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 48.7212448120s, input_fired_time: 0.4499619603, output_fired_time: 0.3115193844, propagate_forward_time: 18.7290344238, propagate_backward_time: 27.5807723999, weight_update_time: 0.0661745295, other_time: 1.6499557495
epoch time: 4.8665752411s, input_fired_time: 0.0555453114, output_fired_time: 0.0000000000, propagate_forward_time: 4.4702177048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408122063
validation[          , genome   841] predictions:    9399/  10000 (93.99%), best:    9387/10000 (93.87%), error:      2057.47070, best error:      2036.25024 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 46.4451828003s, input_fired_time: 0.4365617037, output_fired_time: 0.2994262874, propagate_forward_time: 17.8237247467, propagate_backward_time: 26.2968769073, weight_update_time: 0.0634165108, other_time: 1.5885925293
epoch time: 3.7222855091s, input_fired_time: 0.0448817611, output_fired_time: 0.0000000000, propagate_forward_time: 3.3976171017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797865868
validation[          , genome   841] predictions:    9387/  10000 (93.87%), best:    9387/10000 (93.87%), error:      2068.23755, best error:      2036.25024 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 46.3395309448s, input_fired_time: 0.4384208322, output_fired_time: 0.3001449406, propagate_forward_time: 17.7849826813, propagate_backward_time: 26.2229919434, weight_update_time: 0.0632864609, other_time: 1.5929927826
epoch time: 4.2134456635s, input_fired_time: 0.0488572568, output_fired_time: 0.0000000000, propagate_forward_time: 3.8618950844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3026933670
validation[          , genome   841] predictions:    9394/  10000 (93.94%), best:    9387/10000 (93.87%), error:      2060.56396, best error:      2036.25024 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 46.0602188110s, input_fired_time: 0.4349481761, output_fired_time: 0.2996121049, propagate_forward_time: 17.6752300262, propagate_backward_time: 26.0725555420, weight_update_time: 0.0624490231, other_time: 1.5778713226
epoch time: 4.0758481026s, input_fired_time: 0.0470984243, output_fired_time: 0.0000000000, propagate_forward_time: 3.7332577705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954916954
validation[          , genome   841] predictions:    9402/  10000 (94.02%), best:    9402/10000 (94.02%), error:      2012.49646, best error:      2012.49646 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 49.1988296509s, input_fired_time: 0.4552186430, output_fired_time: 0.3147153556, propagate_forward_time: 18.9570560455, propagate_backward_time: 27.8170909882, weight_update_time: 0.0665639043, other_time: 1.6547470093
epoch time: 3.7915349007s, input_fired_time: 0.0458852425, output_fired_time: 0.0000000000, propagate_forward_time: 3.4598305225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2858190536
validation[          , genome   841] predictions:    9390/  10000 (93.90%), best:    9402/10000 (94.02%), error:      2056.48828, best error:      2012.49646 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 46.0235137939s, input_fired_time: 0.4325143099, output_fired_time: 0.2985717654, propagate_forward_time: 17.6541481018, propagate_backward_time: 26.0712661743, weight_update_time: 0.0628291368, other_time: 1.5670127869
epoch time: 5.2427444458s, input_fired_time: 0.0588710606, output_fired_time: 0.0000000000, propagate_forward_time: 4.8212409019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626322746
validation[          , genome   841] predictions:    9405/  10000 (94.05%), best:    9402/10000 (94.02%), error:      2078.51074, best error:      2012.49646 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 52.8322257996s, input_fired_time: 0.4802752435, output_fired_time: 0.3328751326, propagate_forward_time: 20.3912048340, propagate_backward_time: 29.8719882965, weight_update_time: 0.0714164600, other_time: 1.7558841705
epoch time: 4.0208168030s, input_fired_time: 0.0482464880, output_fired_time: 0.0000000000, propagate_forward_time: 3.6811184883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914519310
validation[          , genome   841] predictions:    9409/  10000 (94.09%), best:    9402/10000 (94.02%), error:      2030.44067, best error:      2012.49646 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 48.6254043579s, input_fired_time: 0.4566907883, output_fired_time: 0.3128518462, propagate_forward_time: 18.7355709076, propagate_backward_time: 27.4734668732, weight_update_time: 0.0671092570, other_time: 1.6468238831
epoch time: 5.2450747490s, input_fired_time: 0.0603791811, output_fired_time: 0.0000000000, propagate_forward_time: 4.8245601654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601355553
validation[          , genome   841] predictions:    9419/  10000 (94.19%), best:    9419/10000 (94.19%), error:      1969.20032, best error:      1969.20032 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 47.6393051147s, input_fired_time: 0.4458099902, output_fired_time: 0.3053903878, propagate_forward_time: 18.2656059265, propagate_backward_time: 27.0037403107, weight_update_time: 0.0647798330, other_time: 1.6187610626
epoch time: 3.6403789520s, input_fired_time: 0.0434973240, output_fired_time: 0.0000000000, propagate_forward_time: 3.3306529522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662286758
validation[          , genome   841] predictions:    9404/  10000 (94.04%), best:    9419/10000 (94.19%), error:      2043.18066, best error:      1969.20032 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 47.5661544800s, input_fired_time: 0.4470258653, output_fired_time: 0.3055201173, propagate_forward_time: 18.2172775269, propagate_backward_time: 26.9877777100, weight_update_time: 0.0657661185, other_time: 1.6085548401
epoch time: 4.1167368889s, input_fired_time: 0.0488603599, output_fired_time: 0.0000000000, propagate_forward_time: 3.7723762989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955000401
validation[          , genome   841] predictions:    9411/  10000 (94.11%), best:    9419/10000 (94.19%), error:      1975.95435, best error:      1969.20032 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 60.2705764771s, input_fired_time: 0.5244891644, output_fired_time: 0.3701613247, propagate_forward_time: 23.2988433838, propagate_backward_time: 34.1212234497, weight_update_time: 0.0811116695, other_time: 1.9558563232
epoch time: 5.2338824272s, input_fired_time: 0.0604236722, output_fired_time: 0.0000000000, propagate_forward_time: 4.8076930046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657655716
validation[          , genome   841] predictions:    9395/  10000 (93.95%), best:    9419/10000 (94.19%), error:      2045.08044, best error:      1969.20032 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.2004280090s, input_fired_time: 0.4820630848, output_fired_time: 0.3352082372, propagate_forward_time: 20.4423007965, propagate_backward_time: 30.1486473083, weight_update_time: 0.0715529323, other_time: 1.7922077179
epoch time: 3.6418213844s, input_fired_time: 0.0453501232, output_fired_time: 0.0000000000, propagate_forward_time: 3.3197870255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766842842
validation[          , genome   841] predictions:    9377/  10000 (93.77%), best:    9419/10000 (94.19%), error:      2096.04028, best error:      1969.20032 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 45.8403053284s, input_fired_time: 0.4395650625, output_fired_time: 0.2967086732, propagate_forward_time: 17.5673294067, propagate_backward_time: 25.9239673615, weight_update_time: 0.0623137914, other_time: 1.6127376556
epoch time: 3.6278073788s, input_fired_time: 0.0430920273, output_fired_time: 0.0000000000, propagate_forward_time: 3.2993817329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853336334
validation[          , genome   841] predictions:    9415/  10000 (94.15%), best:    9419/10000 (94.19%), error:      2028.95801, best error:      1969.20032 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 47.5106201172s, input_fired_time: 0.4474536479, output_fired_time: 0.3049445748, propagate_forward_time: 18.1478271484, propagate_backward_time: 26.8860912323, weight_update_time: 0.0643518046, other_time: 1.7243061066
epoch time: 3.6067433357s, input_fired_time: 0.0435225554, output_fired_time: 0.0000000000, propagate_forward_time: 3.2783153057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849054337
validation[          , genome   841] predictions:    9397/  10000 (93.97%), best:    9419/10000 (94.19%), error:      2042.09375, best error:      1969.20032 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 46.3095779419s, input_fired_time: 0.4413400590, output_fired_time: 0.2992136478, propagate_forward_time: 17.7669849396, propagate_backward_time: 26.1666564941, weight_update_time: 0.0628004968, other_time: 1.6353816986
epoch time: 3.7995455265s, input_fired_time: 0.0475413576, output_fired_time: 0.0000000000, propagate_forward_time: 3.4682345390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2837696075
validation[          , genome   841] predictions:    9428/  10000 (94.28%), best:    9419/10000 (94.19%), error:      1989.06128, best error:      1969.20032 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 44.5281562805s, input_fired_time: 0.4327998161, output_fired_time: 0.2911501825, propagate_forward_time: 17.0902290344, propagate_backward_time: 25.1779346466, weight_update_time: 0.0604625978, other_time: 1.5360431671
epoch time: 4.9666929245s, input_fired_time: 0.0564344749, output_fired_time: 0.0000000000, propagate_forward_time: 4.5444016457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658566475
validation[          , genome   841] predictions:    9424/  10000 (94.24%), best:    9419/10000 (94.19%), error:      1970.17566, best error:      1969.20032 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 47.9197578430s, input_fired_time: 0.4542179108, output_fired_time: 0.3089492023, propagate_forward_time: 18.4555625916, propagate_backward_time: 27.0891399384, weight_update_time: 0.0641872659, other_time: 1.6118869781
epoch time: 4.2019863129s, input_fired_time: 0.0494746044, output_fired_time: 0.0000000000, propagate_forward_time: 3.8502178192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022937775
validation[          , genome   841] predictions:    9438/  10000 (94.38%), best:    9438/10000 (94.38%), error:      1913.97412, best error:      1913.97412 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 43.8398132324s, input_fired_time: 0.4264796078, output_fired_time: 0.2863081098, propagate_forward_time: 16.8101444244, propagate_backward_time: 24.8026676178, weight_update_time: 0.0599362329, other_time: 1.5142135620
epoch time: 3.9391098022s, input_fired_time: 0.0489878319, output_fired_time: 0.0000000000, propagate_forward_time: 3.5959520340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941699028
validation[          , genome   841] predictions:    9434/  10000 (94.34%), best:    9438/10000 (94.38%), error:      1927.52295, best error:      1913.97412 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 47.1381340027s, input_fired_time: 0.4467862844, output_fired_time: 0.3053299189, propagate_forward_time: 18.1168537140, propagate_backward_time: 26.6762962341, weight_update_time: 0.0637706071, other_time: 1.5928707123
epoch time: 3.9098882675s, input_fired_time: 0.0469312146, output_fired_time: 0.0000000000, propagate_forward_time: 3.5835766792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793803215
validation[          , genome   841] predictions:    9420/  10000 (94.20%), best:    9438/10000 (94.38%), error:      1995.97986, best error:      1913.97412 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 45.9672660828s, input_fired_time: 0.4417301416, output_fired_time: 0.2983715534, propagate_forward_time: 17.6919040680, propagate_backward_time: 25.9571876526, weight_update_time: 0.0624291636, other_time: 1.5780735016
epoch time: 3.6182353497s, input_fired_time: 0.0434133783, output_fired_time: 0.0000000000, propagate_forward_time: 3.2925057411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823162079
validation[          , genome   841] predictions:    9387/  10000 (93.87%), best:    9438/10000 (94.38%), error:      2049.08984, best error:      1913.97412 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 47.6935272217s, input_fired_time: 0.4452610314, output_fired_time: 0.3069138527, propagate_forward_time: 18.3642635345, propagate_backward_time: 26.9888439178, weight_update_time: 0.0644101351, other_time: 1.5882415771
epoch time: 3.6964869499s, input_fired_time: 0.0456150062, output_fired_time: 0.0000000000, propagate_forward_time: 3.3801434040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707285881
validation[          , genome   841] predictions:    9434/  10000 (94.34%), best:    9438/10000 (94.38%), error:      1915.26904, best error:      1913.97412 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 44.2344589233s, input_fired_time: 0.4241033792, output_fired_time: 0.2883606255, propagate_forward_time: 16.9831409454, propagate_backward_time: 25.0494136810, weight_update_time: 0.0598978251, other_time: 1.4894409180
epoch time: 3.6897163391s, input_fired_time: 0.0444539636, output_fired_time: 0.0000000000, propagate_forward_time: 3.3762407303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690217495
validation[          , genome   841] predictions:    9440/  10000 (94.40%), best:    9438/10000 (94.38%), error:      1949.78101, best error:      1913.97412 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 45.5420837402s, input_fired_time: 0.4364277720, output_fired_time: 0.2960230410, propagate_forward_time: 17.5084800720, propagate_backward_time: 25.7462406158, weight_update_time: 0.0619293712, other_time: 1.5549106598
epoch time: 5.2465195656s, input_fired_time: 0.0595478341, output_fired_time: 0.0000000000, propagate_forward_time: 4.8271822929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597893715
validation[          , genome   841] predictions:    9428/  10000 (94.28%), best:    9438/10000 (94.38%), error:      1947.84094, best error:      1913.97412 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 48.2172508240s, input_fired_time: 0.4526787102, output_fired_time: 0.3082751334, propagate_forward_time: 18.6217708588, propagate_backward_time: 27.2197303772, weight_update_time: 0.0650200546, other_time: 1.6147975922
epoch time: 3.5497901440s, input_fired_time: 0.0447788946, output_fired_time: 0.0000000000, propagate_forward_time: 3.2423398495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2626714706
validation[          , genome   841] predictions:    9390/  10000 (93.90%), best:    9438/10000 (94.38%), error:      2108.88647, best error:      1913.97412 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 43.4961204529s, input_fired_time: 0.4219486117, output_fired_time: 0.2833350599, propagate_forward_time: 16.6577224731, propagate_backward_time: 24.6631336212, weight_update_time: 0.0592025258, other_time: 1.4699802399
epoch time: 3.6508514881s, input_fired_time: 0.0445627086, output_fired_time: 0.0000000000, propagate_forward_time: 3.3435752392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2627134323
validation[          , genome   841] predictions:    9391/  10000 (93.91%), best:    9438/10000 (94.38%), error:      2095.96289, best error:      1913.97412 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.2451324463s, input_fired_time: 0.4967249632, output_fired_time: 0.3501714468, propagate_forward_time: 21.6996364594, propagate_backward_time: 31.8859615326, weight_update_time: 0.0747509822, other_time: 1.8126392365
epoch time: 3.5904941559s, input_fired_time: 0.0432685837, output_fired_time: 0.0000000000, propagate_forward_time: 3.2862575054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609679699
validation[          , genome   841] predictions:    9407/  10000 (94.07%), best:    9438/10000 (94.38%), error:      1975.78186, best error:      1913.97412 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 55.4291648865s, input_fired_time: 0.4940199256, output_fired_time: 0.3459819853, propagate_forward_time: 21.4244003296, propagate_backward_time: 31.3694400787, weight_update_time: 0.0742213354, other_time: 1.7953243256
epoch time: 3.7640972137s, input_fired_time: 0.0456021875, output_fired_time: 0.0000000000, propagate_forward_time: 3.4475378990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2709572315
validation[          , genome   841] predictions:    9417/  10000 (94.17%), best:    9438/10000 (94.38%), error:      1972.60706, best error:      1913.97412 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 47.8623466492s, input_fired_time: 0.4503929317, output_fired_time: 0.3070997596, propagate_forward_time: 18.3858623505, propagate_backward_time: 27.1253833771, weight_update_time: 0.0645711496, other_time: 1.5936088562
epoch time: 4.0119414330s, input_fired_time: 0.0475555472, output_fired_time: 0.0000000000, propagate_forward_time: 3.6782565117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861294746
validation[          , genome   841] predictions:    9390/  10000 (93.90%), best:    9438/10000 (94.38%), error:      2049.49341, best error:      1913.97412 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 43.7538032532s, input_fired_time: 0.4250052571, output_fired_time: 0.2871830463, propagate_forward_time: 16.7252807617, propagate_backward_time: 24.8448352814, weight_update_time: 0.0593605489, other_time: 1.4714984894
epoch time: 3.7283563614s, input_fired_time: 0.0461095758, output_fired_time: 0.0000000000, propagate_forward_time: 3.4088544846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2733922005
validation[          , genome   841] predictions:    9416/  10000 (94.16%), best:    9438/10000 (94.38%), error:      1997.68408, best error:      1913.97412 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 46.5265655518s, input_fired_time: 0.4429672062, output_fired_time: 0.3000053763, propagate_forward_time: 17.8839282990, propagate_backward_time: 26.3430957794, weight_update_time: 0.0629043430, other_time: 1.5565681458
epoch time: 3.6263813972s, input_fired_time: 0.0440949462, output_fired_time: 0.0000000000, propagate_forward_time: 3.3211016655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2611846924
validation[          , genome   841] predictions:    9405/  10000 (94.05%), best:    9438/10000 (94.38%), error:      2040.59241, best error:      1913.97412 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 45.5851173401s, input_fired_time: 0.4393454492, output_fired_time: 0.2959156036, propagate_forward_time: 17.5309410095, propagate_backward_time: 25.7856178284, weight_update_time: 0.0623181015, other_time: 1.5332946777
epoch time: 4.2758588791s, input_fired_time: 0.0503190309, output_fired_time: 0.0000000000, propagate_forward_time: 3.9234592915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3020803928
validation[          , genome   841] predictions:    9422/  10000 (94.22%), best:    9438/10000 (94.38%), error:      1953.31653, best error:      1913.97412 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 45.0119476318s, input_fired_time: 0.4333873987, output_fired_time: 0.2907634377, propagate_forward_time: 17.2709636688, propagate_backward_time: 25.5029621124, weight_update_time: 0.0611393265, other_time: 1.5138702393
epoch time: 4.8510036469s, input_fired_time: 0.0569353662, output_fired_time: 0.0000000000, propagate_forward_time: 4.4571342468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369340897
validation[          , genome   841] predictions:    9368/  10000 (93.68%), best:    9438/10000 (94.38%), error:      2115.05591, best error:      1913.97412 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 51.7477874756s, input_fired_time: 0.4772288799, output_fired_time: 0.3270395994, propagate_forward_time: 19.9166145325, propagate_backward_time: 29.3091545105, weight_update_time: 0.0701085851, other_time: 1.7177505493
epoch time: 3.6777625084s, input_fired_time: 0.0445145480, output_fired_time: 0.0000000000, propagate_forward_time: 3.3707206249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2625272274
validation[          , genome   841] predictions:    9427/  10000 (94.27%), best:    9438/10000 (94.38%), error:      1968.55225, best error:      1913.97412 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 43.8815536499s, input_fired_time: 0.4280878603, output_fired_time: 0.2877643704, propagate_forward_time: 16.8329887390, propagate_backward_time: 24.8553199768, weight_update_time: 0.0593130477, other_time: 1.4773902893
epoch time: 3.6687152386s, input_fired_time: 0.0445837677, output_fired_time: 0.0000000000, propagate_forward_time: 3.3595051765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646262646
validation[          , genome   841] predictions:    9432/  10000 (94.32%), best:    9438/10000 (94.38%), error:      1961.72693, best error:      1913.97412 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.7708473206s, input_fired_time: 0.4832011759, output_fired_time: 0.3336495757, propagate_forward_time: 20.3221092224, propagate_backward_time: 29.8941764832, weight_update_time: 0.0713616610, other_time: 1.7377128601
epoch time: 3.9049513340s, input_fired_time: 0.0478050709, output_fired_time: 0.0000000000, propagate_forward_time: 3.5724430084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2847032547
validation[          , genome   841] predictions:    9356/  10000 (93.56%), best:    9438/10000 (94.38%), error:      2135.41699, best error:      1913.97412 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 46.9345893860s, input_fired_time: 0.4525789917, output_fired_time: 0.3024571538, propagate_forward_time: 18.0234165192, propagate_backward_time: 26.5348606110, weight_update_time: 0.0650340766, other_time: 1.6212768555
epoch time: 3.9816389084s, input_fired_time: 0.0493607707, output_fired_time: 0.0000000000, propagate_forward_time: 3.6448726654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874054909
validation[          , genome   841] predictions:    9441/  10000 (94.41%), best:    9441/10000 (94.41%), error:      1909.55176, best error:      1909.55176 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 46.8431358337s, input_fired_time: 0.4520698488, output_fired_time: 0.3034235239, propagate_forward_time: 18.0247039795, propagate_backward_time: 26.4422931671, weight_update_time: 0.0651679114, other_time: 1.6206455231
epoch time: 3.9123086929s, input_fired_time: 0.0490312651, output_fired_time: 0.0000000000, propagate_forward_time: 3.5806062222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2826712132
validation[          , genome   841] predictions:    9440/  10000 (94.40%), best:    9441/10000 (94.41%), error:      1911.22852, best error:      1909.55176 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 46.6856307983s, input_fired_time: 0.4528894722, output_fired_time: 0.3013567924, propagate_forward_time: 17.8886852264, propagate_backward_time: 26.4298686981, weight_update_time: 0.0650595576, other_time: 1.6128311157
epoch time: 4.5040287971s, input_fired_time: 0.0542864166, output_fired_time: 0.0000000000, propagate_forward_time: 4.1310067177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187355995
validation[          , genome   841] predictions:    9411/  10000 (94.11%), best:    9441/10000 (94.41%), error:      1995.60083, best error:      1909.55176 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.1015129089s, input_fired_time: 0.4822964370, output_fired_time: 0.3296858966, propagate_forward_time: 20.0557651520, propagate_backward_time: 29.4708251953, weight_update_time: 0.0700716749, other_time: 1.7629413605
epoch time: 3.5857141018s, input_fired_time: 0.0445669256, output_fired_time: 0.0000000000, propagate_forward_time: 3.2835528851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575943470
validation[          , genome   841] predictions:    9432/  10000 (94.32%), best:    9441/10000 (94.41%), error:      1920.47009, best error:      1909.55176 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 46.5730743408s, input_fired_time: 0.4472139776, output_fired_time: 0.3017303348, propagate_forward_time: 17.8766155243, propagate_backward_time: 26.3438644409, weight_update_time: 0.0631564185, other_time: 1.6036510468
epoch time: 3.6301488876s, input_fired_time: 0.0453827381, output_fired_time: 0.0000000000, propagate_forward_time: 3.3057415485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790246010
validation[          , genome   841] predictions:    9423/  10000 (94.23%), best:    9441/10000 (94.41%), error:      1936.24109, best error:      1909.55176 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 46.2497406006s, input_fired_time: 0.4467449486, output_fired_time: 0.2992280722, propagate_forward_time: 17.7213039398, propagate_backward_time: 26.1677989960, weight_update_time: 0.0621454678, other_time: 1.6146621704
epoch time: 3.5998122692s, input_fired_time: 0.0445381775, output_fired_time: 0.0000000000, propagate_forward_time: 3.2904381752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648358345
validation[          , genome   841] predictions:    9421/  10000 (94.21%), best:    9441/10000 (94.41%), error:      1963.71179, best error:      1909.55176 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 44.6127281189s, input_fired_time: 0.4415483177, output_fired_time: 0.2917946279, propagate_forward_time: 17.1388034821, propagate_backward_time: 25.2033767700, weight_update_time: 0.0600485690, other_time: 1.5372066498
epoch time: 3.6523885727s, input_fired_time: 0.0458227620, output_fired_time: 0.0000000000, propagate_forward_time: 3.3405928612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659728527
validation[          , genome   841] predictions:    9444/  10000 (94.44%), best:    9444/10000 (94.44%), error:      1898.12512, best error:      1898.12512 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 45.3359298706s, input_fired_time: 0.4478449821, output_fired_time: 0.2919898033, propagate_forward_time: 17.3414783478, propagate_backward_time: 25.7095279694, weight_update_time: 0.0618759692, other_time: 1.5450897217
epoch time: 3.6922118664s, input_fired_time: 0.0458937585, output_fired_time: 0.0000000000, propagate_forward_time: 3.3762083054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701098919
validation[          , genome   841] predictions:    9414/  10000 (94.14%), best:    9444/10000 (94.44%), error:      2022.19983, best error:      1898.12512 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 45.8292884827s, input_fired_time: 0.4439684153, output_fired_time: 0.2954172492, propagate_forward_time: 17.5987281799, propagate_backward_time: 25.9343242645, weight_update_time: 0.0619909540, other_time: 1.5568485260
epoch time: 3.5046164989s, input_fired_time: 0.0439406782, output_fired_time: 0.0000000000, propagate_forward_time: 3.2002942562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603814602
validation[          , genome   841] predictions:    9434/  10000 (94.34%), best:    9444/10000 (94.44%), error:      1922.12842, best error:      1898.12512 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 43.8704490662s, input_fired_time: 0.4327776730, output_fired_time: 0.2879881561, propagate_forward_time: 16.7932472229, propagate_backward_time: 24.8695735931, weight_update_time: 0.0595981926, other_time: 1.4868640900
epoch time: 3.5997729301s, input_fired_time: 0.0475912988, output_fired_time: 0.0000000000, propagate_forward_time: 3.2783424854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2738392353
validation[          , genome   841] predictions:    9418/  10000 (94.18%), best:    9444/10000 (94.44%), error:      1969.42932, best error:      1898.12512 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 49.8836364746s, input_fired_time: 0.4699272215, output_fired_time: 0.3181925416, propagate_forward_time: 19.2472229004, propagate_backward_time: 28.2018432617, weight_update_time: 0.0666492954, other_time: 1.6464500427
epoch time: 3.5103316307s, input_fired_time: 0.0447570346, output_fired_time: 0.0000000000, propagate_forward_time: 3.2070744038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2585000992
validation[          , genome   841] predictions:    9465/  10000 (94.65%), best:    9465/10000 (94.65%), error:      1877.71692, best error:      1877.71692 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 46.5064506531s, input_fired_time: 0.4495570660, output_fired_time: 0.3006918430, propagate_forward_time: 17.8603420258, propagate_backward_time: 26.3113346100, weight_update_time: 0.0627606064, other_time: 1.5845222473
epoch time: 4.3380880356s, input_fired_time: 0.0520681515, output_fired_time: 0.0000000000, propagate_forward_time: 3.9753324986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106873035
validation[          , genome   841] predictions:    9412/  10000 (94.12%), best:    9465/10000 (94.65%), error:      1983.72668, best error:      1877.71692 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 45.1644248962s, input_fired_time: 0.4423447251, output_fired_time: 0.2924995422, propagate_forward_time: 17.2507457733, propagate_backward_time: 25.6548728943, weight_update_time: 0.0614415109, other_time: 1.5239620209
epoch time: 3.5728034973s, input_fired_time: 0.0456958562, output_fired_time: 0.0000000000, propagate_forward_time: 3.2686817646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584259510
validation[          , genome   841] predictions:    9420/  10000 (94.20%), best:    9465/10000 (94.65%), error:      1963.19446, best error:      1877.71692 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 51.9232292175s, input_fired_time: 0.4793062806, output_fired_time: 0.3272748291, propagate_forward_time: 20.0517883301, propagate_backward_time: 29.3566379547, weight_update_time: 0.0698579475, other_time: 1.7082233429
epoch time: 3.6436450481s, input_fired_time: 0.0475199856, output_fired_time: 0.0000000000, propagate_forward_time: 3.3271493912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2689757347
validation[          , genome   841] predictions:    9414/  10000 (94.14%), best:    9465/10000 (94.65%), error:      1974.87756, best error:      1877.71692 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 45.2160949707s, input_fired_time: 0.4424485564, output_fired_time: 0.2927133739, propagate_forward_time: 17.4146175385, propagate_backward_time: 25.5344810486, weight_update_time: 0.0608014986, other_time: 1.5318355560
epoch time: 3.6566414833s, input_fired_time: 0.0463611819, output_fired_time: 0.0000000000, propagate_forward_time: 3.3469820023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2632982731
validation[          , genome   841] predictions:    9454/  10000 (94.54%), best:    9465/10000 (94.65%), error:      1893.65308, best error:      1877.71692 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 54.2843627930s, input_fired_time: 0.4951976240, output_fired_time: 0.3389636278, propagate_forward_time: 20.9556083679, propagate_backward_time: 30.7339630127, weight_update_time: 0.0723825246, other_time: 1.7606315613
epoch time: 3.6362204552s, input_fired_time: 0.0457289256, output_fired_time: 0.0000000000, propagate_forward_time: 3.3252794743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652120590
validation[          , genome   841] predictions:    9443/  10000 (94.43%), best:    9465/10000 (94.65%), error:      1929.85315, best error:      1877.71692 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 44.3593330383s, input_fired_time: 0.4363492429, output_fired_time: 0.2866582870, propagate_forward_time: 16.9681911469, propagate_backward_time: 25.1782455444, weight_update_time: 0.0600213856, other_time: 1.4898891449
epoch time: 3.6117124557s, input_fired_time: 0.0451015532, output_fired_time: 0.0000000000, propagate_forward_time: 3.3083152771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582955360
validation[          , genome   841] predictions:    9437/  10000 (94.37%), best:    9437/10000 (94.37%), error:      1860.88000, best error:      1860.88000 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 45.7725677490s, input_fired_time: 0.4448704123, output_fired_time: 0.2935166061, propagate_forward_time: 17.5640640259, propagate_backward_time: 25.9330425262, weight_update_time: 0.0619660057, other_time: 1.5370731354
epoch time: 3.6633112431s, input_fired_time: 0.0452674702, output_fired_time: 0.0000000000, propagate_forward_time: 3.3543550968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636885643
validation[          , genome   841] predictions:    9387/  10000 (93.87%), best:    9437/10000 (94.37%), error:      2024.93005, best error:      1860.88000 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 43.6838493347s, input_fired_time: 0.4339559674, output_fired_time: 0.2846815288, propagate_forward_time: 16.7446632385, propagate_backward_time: 24.7389717102, weight_update_time: 0.0596244521, other_time: 1.4815750122
epoch time: 3.6105928421s, input_fired_time: 0.0454020090, output_fired_time: 0.0000000000, propagate_forward_time: 3.3030290604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2621617317
validation[          , genome   841] predictions:    9415/  10000 (94.15%), best:    9437/10000 (94.37%), error:      2066.26123, best error:      1860.88000 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 45.6399612427s, input_fired_time: 0.4436689019, output_fired_time: 0.2927112281, propagate_forward_time: 17.5502967834, propagate_backward_time: 25.8176002502, weight_update_time: 0.0616934597, other_time: 1.5356864929
epoch time: 3.6841373444s, input_fired_time: 0.0483370125, output_fired_time: 0.0000000000, propagate_forward_time: 3.3567986488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790017128
validation[          , genome   841] predictions:    9464/  10000 (94.64%), best:    9464/10000 (94.64%), error:      1860.54187, best error:      1860.54187 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 43.1671981812s, input_fired_time: 0.4286823869, output_fired_time: 0.2812098265, propagate_forward_time: 16.5306892395, propagate_backward_time: 24.4558887482, weight_update_time: 0.0588276796, other_time: 1.4707279205
epoch time: 3.6573681831s, input_fired_time: 0.0459376201, output_fired_time: 0.0000000000, propagate_forward_time: 3.3446443081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667863369
validation[          , genome   841] predictions:    9413/  10000 (94.13%), best:    9464/10000 (94.64%), error:      2035.39880, best error:      1860.54187 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 43.6092834473s, input_fired_time: 0.4351722598, output_fired_time: 0.2870984674, propagate_forward_time: 16.6968574524, propagate_backward_time: 24.7132892609, weight_update_time: 0.0591055378, other_time: 1.4768657684
epoch time: 4.4209141731s, input_fired_time: 0.0537278764, output_fired_time: 0.0000000000, propagate_forward_time: 4.0580134392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091726303
validation[          , genome   841] predictions:    9454/  10000 (94.54%), best:    9464/10000 (94.64%), error:      1876.74890, best error:      1860.54187 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 55.8748168945s, input_fired_time: 0.5051072240, output_fired_time: 0.3481132388, propagate_forward_time: 21.5663585663, propagate_backward_time: 31.6454982758, weight_update_time: 0.0748295486, other_time: 1.8097400665
epoch time: 3.4259107113s, input_fired_time: 0.0444141105, output_fired_time: 0.0000000000, propagate_forward_time: 3.1298170090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2516796589
validation[          , genome   841] predictions:    9445/  10000 (94.45%), best:    9464/10000 (94.64%), error:      1942.21216, best error:      1860.54187 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 52.1371078491s, input_fired_time: 0.4889573455, output_fired_time: 0.3296961188, propagate_forward_time: 20.0992069244, propagate_backward_time: 29.5008277893, weight_update_time: 0.0702128187, other_time: 1.7184200287
epoch time: 3.6913225651s, input_fired_time: 0.0490166247, output_fired_time: 0.0000000000, propagate_forward_time: 3.3679003716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744054794
validation[          , genome   841] predictions:    9447/  10000 (94.47%), best:    9464/10000 (94.64%), error:      1917.76208, best error:      1860.54187 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 46.5095176697s, input_fired_time: 0.4552903175, output_fired_time: 0.2998543978, propagate_forward_time: 17.7833786011, propagate_backward_time: 26.3893814087, weight_update_time: 0.0638733655, other_time: 1.5816116333
epoch time: 5.1648993492s, input_fired_time: 0.0619376153, output_fired_time: 0.0000000000, propagate_forward_time: 4.7440733910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588881493
validation[          , genome   841] predictions:    9409/  10000 (94.09%), best:    9464/10000 (94.64%), error:      2037.36169, best error:      1860.54187 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 58.8256912231s, input_fired_time: 0.5308859348, output_fired_time: 0.3630978167, propagate_forward_time: 22.7219448090, propagate_backward_time: 33.2799415588, weight_update_time: 0.0796331689, other_time: 1.9298210144
epoch time: 4.7032179832s, input_fired_time: 0.0583038889, output_fired_time: 0.0000000000, propagate_forward_time: 4.3120594025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328547478
validation[          , genome   841] predictions:    9442/  10000 (94.42%), best:    9464/10000 (94.64%), error:      1898.27026, best error:      1860.54187 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.2415733337s, input_fired_time: 0.4957959056, output_fired_time: 0.3339367509, propagate_forward_time: 20.4831905365, propagate_backward_time: 30.1640148163, weight_update_time: 0.0721052587, other_time: 1.7646331787
epoch time: 3.8219940662s, input_fired_time: 0.0484862998, output_fired_time: 0.0000000000, propagate_forward_time: 3.4945571423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2789506912
validation[          , genome   841] predictions:    9418/  10000 (94.18%), best:    9464/10000 (94.64%), error:      1978.85339, best error:      1860.54187 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 43.1668815613s, input_fired_time: 0.4331898093, output_fired_time: 0.2832038105, propagate_forward_time: 16.5006256104, propagate_backward_time: 24.4783000946, weight_update_time: 0.0590246469, other_time: 1.4715633392
epoch time: 3.5065646172s, input_fired_time: 0.0448312089, output_fired_time: 0.0000000000, propagate_forward_time: 3.2024176121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593157291
validation[          , genome   841] predictions:    9400/  10000 (94.00%), best:    9464/10000 (94.64%), error:      2023.63953, best error:      1860.54187 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 50.2809486389s, input_fired_time: 0.4766598344, output_fired_time: 0.3196825385, propagate_forward_time: 19.3408069611, propagate_backward_time: 28.4752330780, weight_update_time: 0.0676589832, other_time: 1.6685638428
epoch time: 5.2565078735s, input_fired_time: 0.0641480759, output_fired_time: 0.0000000000, propagate_forward_time: 4.8271698952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651900291
validation[          , genome   841] predictions:    9429/  10000 (94.29%), best:    9464/10000 (94.64%), error:      1906.26538, best error:      1860.54187 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.4202232361s, input_fired_time: 0.4793102443, output_fired_time: 0.3206751049, propagate_forward_time: 19.4038619995, propagate_backward_time: 28.5044536591, weight_update_time: 0.0678769276, other_time: 1.7119235992
epoch time: 3.9446370602s, input_fired_time: 0.0513111204, output_fired_time: 0.0000000000, propagate_forward_time: 3.6022503376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910757065
validation[          , genome   841] predictions:    9366/  10000 (93.66%), best:    9464/10000 (94.64%), error:      2148.25537, best error:      1860.54187 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 48.1768989563s, input_fired_time: 0.4639901221, output_fired_time: 0.3100910187, propagate_forward_time: 18.5452060699, propagate_backward_time: 27.2264957428, weight_update_time: 0.0645289198, other_time: 1.6311149597
epoch time: 3.6686623096s, input_fired_time: 0.0471624918, output_fired_time: 0.0000000000, propagate_forward_time: 3.3504889011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710108757
validation[          , genome   841] predictions:    9440/  10000 (94.40%), best:    9464/10000 (94.64%), error:      1916.25232, best error:      1860.54187 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 49.0474014282s, input_fired_time: 0.4694591761, output_fired_time: 0.3130277991, propagate_forward_time: 18.8842010498, propagate_backward_time: 27.6915264130, weight_update_time: 0.0656314716, other_time: 1.6891880035
epoch time: 3.6874241829s, input_fired_time: 0.0469300523, output_fired_time: 0.0000000000, propagate_forward_time: 3.3690295219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714645863
validation[          , genome   841] predictions:    9401/  10000 (94.01%), best:    9464/10000 (94.64%), error:      2018.82190, best error:      1860.54187 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.5120925903s, input_fired_time: 0.4677549899, output_fired_time: 0.3090976179, propagate_forward_time: 18.6761188507, propagate_backward_time: 27.4078712463, weight_update_time: 0.0648696423, other_time: 1.6512508392
epoch time: 3.5396409035s, input_fired_time: 0.0474400036, output_fired_time: 0.0000000000, propagate_forward_time: 3.2320673466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601335049
validation[          , genome   841] predictions:    9440/  10000 (94.40%), best:    9464/10000 (94.64%), error:      1954.19702, best error:      1860.54187 on epoch:    75, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 43.4538421631s, input_fired_time: 0.4380693436, output_fired_time: 0.2841323316, propagate_forward_time: 16.6804771423, propagate_backward_time: 24.5657863617, weight_update_time: 0.0587671623, other_time: 1.4853763580
epoch time: 4.6658143997s, input_fired_time: 0.0559810400, output_fired_time: 0.0000000000, propagate_forward_time: 4.2827315331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271017075
validation[          , genome   841] predictions:    9406/  10000 (94.06%), best:    9464/10000 (94.64%), error:      2028.67200, best error:      1860.54187 on epoch:    75, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 43.6500740051s, input_fired_time: 0.4375925064, output_fired_time: 0.2830565572, propagate_forward_time: 16.7371139526, propagate_backward_time: 24.6984214783, weight_update_time: 0.0593099892, other_time: 1.4938888550
epoch time: 3.6229946613s, input_fired_time: 0.0483041480, output_fired_time: 0.0000000000, propagate_forward_time: 3.3110716343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636189461
validation[          , genome   841] predictions:    9429/  10000 (94.29%), best:    9464/10000 (94.64%), error:      1950.53601, best error:      1860.54187 on epoch:    75, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 50.4562339783s, input_fired_time: 0.4834133685, output_fired_time: 0.3187184334, propagate_forward_time: 19.4409961700, propagate_backward_time: 28.5565166473, weight_update_time: 0.0672352836, other_time: 1.6565895081
epoch time: 3.6107134819s, input_fired_time: 0.0467395559, output_fired_time: 0.0000000000, propagate_forward_time: 3.3021891117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617847919
validation[          , genome   841] predictions:    9454/  10000 (94.54%), best:    9464/10000 (94.64%), error:      1911.82043, best error:      1860.54187 on epoch:    75, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 43.5117073059s, input_fired_time: 0.4429898858, output_fired_time: 0.2835495472, propagate_forward_time: 16.6099128723, propagate_backward_time: 24.6933975220, weight_update_time: 0.0592102446, other_time: 1.4818572998
epoch time: 4.2839784622s, input_fired_time: 0.0529022850, output_fired_time: 0.0000000000, propagate_forward_time: 3.9319255352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991507053
validation[          , genome   841] predictions:    9404/  10000 (94.04%), best:    9464/10000 (94.64%), error:      2043.34827, best error:      1860.54187 on epoch:    75, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 47.3159561157s, input_fired_time: 0.4584391415, output_fired_time: 0.3038353920, propagate_forward_time: 18.1772823334, propagate_backward_time: 26.7972126007, weight_update_time: 0.0634659454, other_time: 1.5791854858
epoch time: 3.6272292137s, input_fired_time: 0.0469172075, output_fired_time: 0.0000000000, propagate_forward_time: 3.3150920868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652199268
validation[          , genome   841] predictions:    9397/  10000 (93.97%), best:    9464/10000 (94.64%), error:      2084.66016, best error:      1860.54187 on epoch:    75, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.1740875244s, input_fired_time: 0.4674363136, output_fired_time: 0.3059296608, propagate_forward_time: 18.5232696533, propagate_backward_time: 27.2911186218, weight_update_time: 0.0643564686, other_time: 1.5863304138
epoch time: 3.8541142941s, input_fired_time: 0.0491439998, output_fired_time: 0.0000000000, propagate_forward_time: 3.5300192833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749509811
validation[          , genome   841] predictions:    9451/  10000 (94.51%), best:    9464/10000 (94.64%), error:      1887.63831, best error:      1860.54187 on epoch:    75, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 46.5515708923s, input_fired_time: 0.4504868984, output_fired_time: 0.2996926308, propagate_forward_time: 17.9049186707, propagate_backward_time: 26.3550376892, weight_update_time: 0.0624732375, other_time: 1.5414352417
epoch time: 3.7320785522s, input_fired_time: 0.0476922765, output_fired_time: 0.0000000000, propagate_forward_time: 3.4175667763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668194771
validation[          , genome   841] predictions:    9434/  10000 (94.34%), best:    9464/10000 (94.64%), error:      1913.95435, best error:      1860.54187 on epoch:    75, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 45.1384849548s, input_fired_time: 0.4480028749, output_fired_time: 0.2906019688, propagate_forward_time: 17.2908248901, propagate_backward_time: 25.5707492828, weight_update_time: 0.0610152707, other_time: 1.5383052826
epoch time: 3.6807434559s, input_fired_time: 0.0473888703, output_fired_time: 0.0000000000, propagate_forward_time: 3.3664977551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668569088
validation[          , genome   841] predictions:    9407/  10000 (94.07%), best:    9464/10000 (94.64%), error:      1997.96021, best error:      1860.54187 on epoch:    75, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 46.5139961243s, input_fired_time: 0.4590902328, output_fired_time: 0.2993629575, propagate_forward_time: 17.9355678558, propagate_backward_time: 26.2598705292, weight_update_time: 0.0641997084, other_time: 1.5601043701
epoch time: 3.6848080158s, input_fired_time: 0.0472104326, output_fired_time: 0.0000000000, propagate_forward_time: 3.3676993847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698981762
validation[          , genome   841] predictions:    9435/  10000 (94.35%), best:    9464/10000 (94.64%), error:      1977.12024, best error:      1860.54187 on epoch:    75, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 48.4328804016s, input_fired_time: 0.4628703594, output_fired_time: 0.3080056906, propagate_forward_time: 18.5262660980, propagate_backward_time: 27.5208263397, weight_update_time: 0.0653760210, other_time: 1.6149101257
epoch time: 4.0484347343s, input_fired_time: 0.0528663732, output_fired_time: 0.0000000000, propagate_forward_time: 3.6963660717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992022038
validation[          , genome   841] predictions:    9447/  10000 (94.47%), best:    9464/10000 (94.64%), error:      1903.98486, best error:      1860.54187 on epoch:    75, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 51.2556381226s, input_fired_time: 0.4847206771, output_fired_time: 0.3236122727, propagate_forward_time: 19.7575664520, propagate_backward_time: 29.0046577454, weight_update_time: 0.0684409812, other_time: 1.6850795746
epoch time: 4.8956170082s, input_fired_time: 0.0597204193, output_fired_time: 0.0000000000, propagate_forward_time: 4.4976973534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3381991386
validation[          , genome   841] predictions:    9458/  10000 (94.58%), best:    9464/10000 (94.64%), error:      1867.96265, best error:      1860.54187 on epoch:    75, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 49.6811447144s, input_fired_time: 0.4764257967, output_fired_time: 0.3142879605, propagate_forward_time: 19.1229343414, propagate_backward_time: 28.1246757507, weight_update_time: 0.0664664283, other_time: 1.6428203583
epoch time: 5.1527013779s, input_fired_time: 0.0625543520, output_fired_time: 0.0000000000, propagate_forward_time: 4.7357106209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544363976
validation[          , genome   841] predictions:    9446/  10000 (94.46%), best:    9464/10000 (94.64%), error:      1949.58960, best error:      1860.54187 on epoch:    75, 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: 20.3844528198s, input_fired_time: 0.2580159605, output_fired_time: 0.0000000000, propagate_forward_time: 18.6149368286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5114994049
best training[          , genome   841] predictions:   47987/  50000 (95.97%), best:    9464/10000 (94.64%), error:      7338.80469, best error:      1860.54187 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.7855656147s, input_fired_time: 0.0467741154, output_fired_time: 0.0000000000, propagate_forward_time: 3.4509613514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2878301144
   testing[          , genome   841] predictions:    9512/  10000 (95.12%), best:    9464/10000 (94.64%), error:      1763.55298, best error:      1860.54187 on epoch:    75, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:40:51 (40921): called boinc_finish(0)

</stderr_txt>
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