Nameexact_genome_1512568488_44_6507_1
Workunit2603875
Created7 Dec 2017, 20:16:39 UTC
Sent7 Dec 2017, 20:22:29 UTC
Report deadline19 Dec 2017, 14:56:48 UTC
Received9 Dec 2017, 5:55:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time5 hours 45 min 58 sec
CPU time5 hours 45 min 26 sec
Validate stateValid
Credit2,943.46
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.39 MB
Peak swap size160.21 MB
Peak disk usage2.24 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
808.04889 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 189.6300964355s, input_fired_time: 2.2796452045, output_fired_time: 2.1328535080, propagate_forward_time: 71.5180282593, propagate_backward_time: 110.0365066528, weight_update_time: 0.1920820028, other_time: 3.6630554199
epoch time: 15.4022359848s, input_fired_time: 0.2860718966, output_fired_time: 0.0000000000, propagate_forward_time: 14.4582128525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6579513550
validation[          , genome  6507] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       761.14648, best error:       761.14648 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 189.6896209717s, input_fired_time: 2.2785370350, output_fired_time: 2.1203138828, propagate_forward_time: 71.6618728638, propagate_backward_time: 110.0023269653, weight_update_time: 0.1913033128, other_time: 3.6265716553
epoch time: 15.2685623169s, input_fired_time: 0.2816261053, output_fired_time: 0.0000000000, propagate_forward_time: 14.3341598511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527767181
validation[          , genome  6507] predictions:    9709/  10000 (97.09%), best:    9768/10000 (97.68%), error:       940.67285, best error:       761.14648 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 189.0286712646s, input_fired_time: 2.2806048393, output_fired_time: 2.1206202507, propagate_forward_time: 71.3220672607, propagate_backward_time: 109.6334838867, weight_update_time: 0.1929499060, other_time: 3.6718902588
epoch time: 15.1568498611s, input_fired_time: 0.2817582786, output_fired_time: 0.0000000000, propagate_forward_time: 14.2317733765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433181763
validation[          , genome  6507] predictions:    9738/  10000 (97.38%), best:    9768/10000 (97.68%), error:       884.83514, best error:       761.14648 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 189.3420867920s, input_fired_time: 2.2751953602, output_fired_time: 2.1235444546, propagate_forward_time: 71.4336471558, propagate_backward_time: 109.8636169434, weight_update_time: 0.1913262606, other_time: 3.6460800171
epoch time: 15.2315225601s, input_fired_time: 0.2842777371, output_fired_time: 0.0000000000, propagate_forward_time: 14.2959737778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6512708664
validation[          , genome  6507] predictions:    9754/  10000 (97.54%), best:    9768/10000 (97.68%), error:       781.88922, best error:       761.14648 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 190.2888031006s, input_fired_time: 2.2812128067, output_fired_time: 2.1357195377, propagate_forward_time: 71.7768707275, propagate_backward_time: 110.4414062500, weight_update_time: 0.1924675256, other_time: 3.6535797119
epoch time: 15.2782068253s, input_fired_time: 0.2855030298, output_fired_time: 0.0000000000, propagate_forward_time: 14.3283252716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643781662
validation[          , genome  6507] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       739.18634, best error:       739.18634 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 188.9283905029s, input_fired_time: 2.2839052677, output_fired_time: 2.1242187023, propagate_forward_time: 71.3504180908, propagate_backward_time: 109.5262069702, weight_update_time: 0.1906893551, other_time: 3.6436386108
epoch time: 15.2458381653s, input_fired_time: 0.2829322815, output_fired_time: 0.0000000000, propagate_forward_time: 14.3152542114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476516724
validation[          , genome  6507] predictions:    9758/  10000 (97.58%), best:    9782/10000 (97.82%), error:       833.47437, best error:       739.18634 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 188.3602752686s, input_fired_time: 2.2732560635, output_fired_time: 2.1096227169, propagate_forward_time: 71.0573806763, propagate_backward_time: 109.2806015015, weight_update_time: 0.1908102036, other_time: 3.6394195557
epoch time: 15.1773509979s, input_fired_time: 0.2815380991, output_fired_time: 0.0000000000, propagate_forward_time: 14.2417736053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540393829
validation[          , genome  6507] predictions:    9730/  10000 (97.30%), best:    9782/10000 (97.82%), error:       944.22125, best error:       739.18634 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 188.4449310303s, input_fired_time: 2.2744169235, output_fired_time: 2.1128489971, propagate_forward_time: 71.1231918335, propagate_backward_time: 109.3111419678, weight_update_time: 0.1900125742, other_time: 3.6233291626
epoch time: 15.2395343781s, input_fired_time: 0.2841528654, output_fired_time: 0.0000000000, propagate_forward_time: 14.3044834137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6508979797
validation[          , genome  6507] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       892.84125, best error:       739.18634 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 189.5404815674s, input_fired_time: 2.2831461430, output_fired_time: 2.1262371540, propagate_forward_time: 71.4872207642, propagate_backward_time: 110.0241394043, weight_update_time: 0.1908967197, other_time: 3.6197433472
epoch time: 15.0520362854s, input_fired_time: 0.2825615704, output_fired_time: 0.0000000000, propagate_forward_time: 14.1241931915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6452817917
validation[          , genome  6507] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       732.03528, best error:       732.03528 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 189.3865661621s, input_fired_time: 2.2826442719, output_fired_time: 2.1196291447, propagate_forward_time: 71.5159835815, propagate_backward_time: 109.8437805176, weight_update_time: 0.1905444711, other_time: 3.6245346069
epoch time: 15.3361864090s, input_fired_time: 0.2855152786, output_fired_time: 0.0000000000, propagate_forward_time: 14.4020538330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486177444
validation[          , genome  6507] predictions:    9770/  10000 (97.70%), best:    9771/10000 (97.71%), error:       764.23059, best error:       732.03528 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 189.5926818848s, input_fired_time: 2.2832703590, output_fired_time: 2.1244568825, propagate_forward_time: 71.6271667480, propagate_backward_time: 109.9623489380, weight_update_time: 0.1894958764, other_time: 3.5954513550
epoch time: 15.1582765579s, input_fired_time: 0.2831842303, output_fired_time: 0.0000000000, propagate_forward_time: 14.2208604813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542320251
validation[          , genome  6507] predictions:    9740/  10000 (97.40%), best:    9771/10000 (97.71%), error:       873.76862, best error:       732.03528 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 188.7799377441s, input_fired_time: 2.2836251259, output_fired_time: 2.1117539406, propagate_forward_time: 71.1864624023, propagate_backward_time: 109.5640335083, weight_update_time: 0.1906171888, other_time: 3.6340560913
epoch time: 15.3392162323s, input_fired_time: 0.2871961892, output_fired_time: 0.0000000000, propagate_forward_time: 14.4046506882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6473693848
validation[          , genome  6507] predictions:    9688/  10000 (96.88%), best:    9771/10000 (97.71%), error:       960.73816, best error:       732.03528 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 188.6906738281s, input_fired_time: 2.2774801254, output_fired_time: 2.1098947525, propagate_forward_time: 71.2427597046, propagate_backward_time: 109.4569625854, weight_update_time: 0.1898471117, other_time: 3.6035766602
epoch time: 15.3221139908s, input_fired_time: 0.2852331698, output_fired_time: 0.0000000000, propagate_forward_time: 14.3815917969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6552886963
validation[          , genome  6507] predictions:    9744/  10000 (97.44%), best:    9771/10000 (97.71%), error:       823.21246, best error:       732.03528 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 188.4043731689s, input_fired_time: 2.2763528824, output_fired_time: 2.1158757210, propagate_forward_time: 70.9814224243, propagate_backward_time: 109.4266662598, weight_update_time: 0.1889270842, other_time: 3.6040573120
epoch time: 15.0799827576s, input_fired_time: 0.2834334970, output_fired_time: 0.0000000000, propagate_forward_time: 14.1493034363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6472454071
validation[          , genome  6507] predictions:    9759/  10000 (97.59%), best:    9771/10000 (97.71%), error:       781.65118, best error:       732.03528 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 189.7361907959s, input_fired_time: 2.2887477875, output_fired_time: 2.1283936501, propagate_forward_time: 71.6566238403, propagate_backward_time: 110.0444869995, weight_update_time: 0.1906709671, other_time: 3.6179504395
epoch time: 15.3373336792s, input_fired_time: 0.2833955884, output_fired_time: 0.0000000000, propagate_forward_time: 14.4189987183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349391937
validation[          , genome  6507] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       707.15277, best error:       707.15277 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 189.6605072021s, input_fired_time: 2.2837300301, output_fired_time: 2.1256861687, propagate_forward_time: 71.6372222900, propagate_backward_time: 110.0303573608, weight_update_time: 0.1896019280, other_time: 3.5835037231
epoch time: 15.3255825043s, input_fired_time: 0.2852966785, output_fired_time: 0.0000000000, propagate_forward_time: 14.3912439346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490421295
validation[          , genome  6507] predictions:    9769/  10000 (97.69%), best:    9810/10000 (98.10%), error:       744.41779, best error:       707.15277 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 189.9640045166s, input_fired_time: 2.2888233662, output_fired_time: 2.1264727116, propagate_forward_time: 71.6361846924, propagate_backward_time: 110.3038711548, weight_update_time: 0.1901763678, other_time: 3.6086502075
epoch time: 13.5050544739s, input_fired_time: 0.2642887831, output_fired_time: 0.0000000000, propagate_forward_time: 12.6095552444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6312103271
validation[          , genome  6507] predictions:    9769/  10000 (97.69%), best:    9810/10000 (98.10%), error:       804.97955, best error:       707.15277 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 189.8359069824s, input_fired_time: 2.2916154861, output_fired_time: 2.1302640438, propagate_forward_time: 71.6921615601, propagate_backward_time: 110.1177520752, weight_update_time: 0.1901082397, other_time: 3.6041183472
epoch time: 15.2582416534s, input_fired_time: 0.2852347195, output_fired_time: 0.0000000000, propagate_forward_time: 14.3407545090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6322526932
validation[          , genome  6507] predictions:    9788/  10000 (97.88%), best:    9810/10000 (98.10%), error:       732.83990, best error:       707.15277 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 189.6764678955s, input_fired_time: 2.2977187634, output_fired_time: 2.1240639687, propagate_forward_time: 71.6161270142, propagate_backward_time: 110.0365982056, weight_update_time: 0.1906893849, other_time: 3.6019592285
epoch time: 15.0270996094s, input_fired_time: 0.2826220095, output_fired_time: 0.0000000000, propagate_forward_time: 14.1032409668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412363052
validation[          , genome  6507] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       722.08624, best error:       707.15277 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 188.9187927246s, input_fired_time: 2.2837493420, output_fired_time: 2.1184132099, propagate_forward_time: 71.2034530640, propagate_backward_time: 109.7430801392, weight_update_time: 0.1883618385, other_time: 3.5700988770
epoch time: 15.2736244202s, input_fired_time: 0.2882785797, output_fired_time: 0.0000000000, propagate_forward_time: 14.3265647888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6587810516
validation[          , genome  6507] predictions:    9795/  10000 (97.95%), best:    9810/10000 (98.10%), error:       745.99518, best error:       707.15277 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 188.6953887939s, input_fired_time: 2.2928702831, output_fired_time: 2.1288447380, propagate_forward_time: 71.1254272461, propagate_backward_time: 109.5315246582, weight_update_time: 0.1899275929, other_time: 3.6167144775
epoch time: 15.3076496124s, input_fired_time: 0.2829542756, output_fired_time: 0.0000000000, propagate_forward_time: 14.3940715790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6306238174
validation[          , genome  6507] predictions:    9779/  10000 (97.79%), best:    9810/10000 (98.10%), error:       757.71008, best error:       707.15277 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 189.1909637451s, input_fired_time: 2.2854669094, output_fired_time: 2.1176812649, propagate_forward_time: 71.3672561646, propagate_backward_time: 109.8505249023, weight_update_time: 0.1891667247, other_time: 3.5700454712
epoch time: 15.2212228775s, input_fired_time: 0.2850386798, output_fired_time: 0.0000000000, propagate_forward_time: 14.2920255661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6441583633
validation[          , genome  6507] predictions:    9747/  10000 (97.47%), best:    9810/10000 (98.10%), error:       843.24774, best error:       707.15277 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 188.3685150146s, input_fired_time: 2.2833056450, output_fired_time: 2.1173081398, propagate_forward_time: 70.9880371094, propagate_backward_time: 109.3967285156, weight_update_time: 0.1898455471, other_time: 3.5831298828
epoch time: 15.2121219635s, input_fired_time: 0.2847063541, output_fired_time: 0.0000000000, propagate_forward_time: 14.2896871567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6377286911
validation[          , genome  6507] predictions:    9763/  10000 (97.63%), best:    9810/10000 (98.10%), error:       777.37280, best error:       707.15277 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 189.9113006592s, input_fired_time: 2.2925069332, output_fired_time: 2.1271784306, propagate_forward_time: 71.7931900024, propagate_backward_time: 110.1112060547, weight_update_time: 0.1898241192, other_time: 3.5872116089
epoch time: 15.2604341507s, input_fired_time: 0.2825887799, output_fired_time: 0.0000000000, propagate_forward_time: 14.3545503616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232948303
validation[          , genome  6507] predictions:    9761/  10000 (97.61%), best:    9810/10000 (98.10%), error:       812.01892, best error:       707.15277 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 188.9041748047s, input_fired_time: 2.2844183445, output_fired_time: 2.1298949718, propagate_forward_time: 71.2211837769, propagate_backward_time: 109.6960678101, weight_update_time: 0.1885686219, other_time: 3.5726013184
epoch time: 15.2823038101s, input_fired_time: 0.2843555510, output_fired_time: 0.0000000000, propagate_forward_time: 14.3458881378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6520605087
validation[          , genome  6507] predictions:    9791/  10000 (97.91%), best:    9810/10000 (98.10%), error:       721.30426, best error:       707.15277 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 188.7833251953s, input_fired_time: 2.2895255089, output_fired_time: 2.1154870987, propagate_forward_time: 71.2724533081, propagate_backward_time: 109.5157165527, weight_update_time: 0.1887325048, other_time: 3.5901412964
epoch time: 14.8130569458s, input_fired_time: 0.2808673978, output_fired_time: 0.0000000000, propagate_forward_time: 13.8978796005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6343097687
validation[          , genome  6507] predictions:    9796/  10000 (97.96%), best:    9796/10000 (97.96%), error:       680.29675, best error:       680.29675 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 189.6075286865s, input_fired_time: 2.3010339737, output_fired_time: 2.1299695969, propagate_forward_time: 71.5277481079, propagate_backward_time: 110.0279083252, weight_update_time: 0.1900217533, other_time: 3.6208572388
epoch time: 15.2319993973s, input_fired_time: 0.2853084207, output_fired_time: 0.0000000000, propagate_forward_time: 14.3118114471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348791122
validation[          , genome  6507] predictions:    9789/  10000 (97.89%), best:    9796/10000 (97.96%), error:       740.10248, best error:       680.29675 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 187.7007446289s, input_fired_time: 2.2885997295, output_fired_time: 2.1004378796, propagate_forward_time: 70.8276214600, propagate_backward_time: 108.8803100586, weight_update_time: 0.1892219931, other_time: 3.6037750244
epoch time: 15.2868814468s, input_fired_time: 0.2856633663, output_fired_time: 0.0000000000, propagate_forward_time: 14.3664016724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6348161697
validation[          , genome  6507] predictions:    9777/  10000 (97.77%), best:    9796/10000 (97.96%), error:       780.77393, best error:       680.29675 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 189.0068206787s, input_fired_time: 2.2950329781, output_fired_time: 2.1242299080, propagate_forward_time: 71.4752273560, propagate_backward_time: 109.5232315063, weight_update_time: 0.1889327317, other_time: 3.5890960693
epoch time: 15.3398208618s, input_fired_time: 0.2881029546, output_fired_time: 0.0000000000, propagate_forward_time: 14.4026708603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6490468979
validation[          , genome  6507] predictions:    9793/  10000 (97.93%), best:    9796/10000 (97.96%), error:       711.03552, best error:       680.29675 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 189.1682434082s, input_fired_time: 2.2966694832, output_fired_time: 2.1213266850, propagate_forward_time: 71.3248214722, propagate_backward_time: 109.8107376099, weight_update_time: 0.1896812469, other_time: 3.6146850586
epoch time: 15.1808547974s, input_fired_time: 0.2859433889, output_fired_time: 0.0000000000, propagate_forward_time: 14.2481060028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6468057632
validation[          , genome  6507] predictions:    9788/  10000 (97.88%), best:    9796/10000 (97.96%), error:       709.41571, best error:       680.29675 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 189.3764648438s, input_fired_time: 2.2996141911, output_fired_time: 2.1221919060, propagate_forward_time: 71.3917846680, propagate_backward_time: 109.9476928711, weight_update_time: 0.1902531683, other_time: 3.6151733398
epoch time: 15.2538414001s, input_fired_time: 0.2880119383, output_fired_time: 0.0000000000, propagate_forward_time: 14.3204584122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6453714371
validation[          , genome  6507] predictions:    9751/  10000 (97.51%), best:    9796/10000 (97.96%), error:       824.89636, best error:       680.29675 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 189.6319122314s, input_fired_time: 2.2981810570, output_fired_time: 2.1274044514, propagate_forward_time: 71.5729141235, propagate_backward_time: 110.0321350098, weight_update_time: 0.1895778179, other_time: 3.6012649536
epoch time: 14.8679990768s, input_fired_time: 0.2823362350, output_fired_time: 0.0000000000, propagate_forward_time: 13.9457263947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399364471
validation[          , genome  6507] predictions:    9758/  10000 (97.58%), best:    9796/10000 (97.96%), error:       861.15234, best error:       680.29675 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 188.3164520264s, input_fired_time: 2.2886161804, output_fired_time: 2.1167490482, propagate_forward_time: 70.9241561890, propagate_backward_time: 109.3964157104, weight_update_time: 0.1895619482, other_time: 3.5905151367
epoch time: 15.3228473663s, input_fired_time: 0.2878935039, output_fired_time: 0.0000000000, propagate_forward_time: 14.3964357376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6385183334
validation[          , genome  6507] predictions:    9729/  10000 (97.29%), best:    9796/10000 (97.96%), error:       880.42676, best error:       680.29675 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 189.5084075928s, input_fired_time: 2.2987353802, output_fired_time: 2.1234047413, propagate_forward_time: 71.5012664795, propagate_backward_time: 109.9753494263, weight_update_time: 0.1910703629, other_time: 3.6096572876
epoch time: 15.4094858170s, input_fired_time: 0.2883067727, output_fired_time: 0.0000000000, propagate_forward_time: 14.4733123779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6478662491
validation[          , genome  6507] predictions:    9733/  10000 (97.33%), best:    9796/10000 (97.96%), error:       827.79065, best error:       680.29675 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 189.7622222900s, input_fired_time: 2.3014743328, output_fired_time: 2.1260447502, propagate_forward_time: 71.7059860229, propagate_backward_time: 110.0370330811, weight_update_time: 0.1896822602, other_time: 3.5916976929
epoch time: 15.4362039566s, input_fired_time: 0.2931379378, output_fired_time: 0.0000000000, propagate_forward_time: 14.4738559723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6692104340
validation[          , genome  6507] predictions:    9767/  10000 (97.67%), best:    9796/10000 (97.96%), error:       759.29498, best error:       680.29675 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 188.4834747314s, input_fired_time: 2.3040344715, output_fired_time: 2.1167926788, propagate_forward_time: 71.0373382568, propagate_backward_time: 109.3984375000, weight_update_time: 0.1903862804, other_time: 3.6268768311
epoch time: 14.9232549667s, input_fired_time: 0.2841809690, output_fired_time: 0.0000000000, propagate_forward_time: 14.0053176880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6337566376
validation[          , genome  6507] predictions:    9788/  10000 (97.88%), best:    9796/10000 (97.96%), error:       717.74756, best error:       680.29675 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 189.1982116699s, input_fired_time: 2.2963061333, output_fired_time: 2.1183228493, propagate_forward_time: 71.3871383667, propagate_backward_time: 109.7797393799, weight_update_time: 0.1902240366, other_time: 3.6167068481
epoch time: 15.2453727722s, input_fired_time: 0.2873462141, output_fired_time: 0.0000000000, propagate_forward_time: 14.3104333878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6475934982
validation[          , genome  6507] predictions:    9753/  10000 (97.53%), best:    9796/10000 (97.96%), error:       811.00421, best error:       680.29675 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 189.7082061768s, input_fired_time: 2.3090801239, output_fired_time: 2.1264648438, propagate_forward_time: 71.7440795898, propagate_backward_time: 109.9394683838, weight_update_time: 0.1899167299, other_time: 3.5891113281
epoch time: 15.3143119812s, input_fired_time: 0.2883041501, output_fired_time: 0.0000000000, propagate_forward_time: 14.3858499527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6401576996
validation[          , genome  6507] predictions:    9806/  10000 (98.06%), best:    9796/10000 (97.96%), error:       688.47937, best error:       680.29675 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 188.3953247070s, input_fired_time: 2.3004548550, output_fired_time: 2.1155612469, propagate_forward_time: 70.8874053955, propagate_backward_time: 109.4776153564, weight_update_time: 0.1896178275, other_time: 3.6142883301
epoch time: 15.2606697083s, input_fired_time: 0.2877537906, output_fired_time: 0.0000000000, propagate_forward_time: 14.3399686813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6329469681
validation[          , genome  6507] predictions:    9783/  10000 (97.83%), best:    9796/10000 (97.96%), error:       725.89972, best error:       680.29675 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 189.7176818848s, input_fired_time: 2.3084754944, output_fired_time: 2.1278965473, propagate_forward_time: 71.6394653320, propagate_backward_time: 110.0350570679, weight_update_time: 0.1905035526, other_time: 3.6067886353
epoch time: 15.1604499817s, input_fired_time: 0.2880727351, output_fired_time: 0.0000000000, propagate_forward_time: 14.2252321243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6471452713
validation[          , genome  6507] predictions:    9773/  10000 (97.73%), best:    9796/10000 (97.96%), error:       764.89734, best error:       680.29675 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 189.8419647217s, input_fired_time: 2.3085014820, output_fired_time: 2.1262333393, propagate_forward_time: 71.6475524902, propagate_backward_time: 110.1706542969, weight_update_time: 0.1892988086, other_time: 3.5890197754
epoch time: 15.1286354065s, input_fired_time: 0.2876989245, output_fired_time: 0.0000000000, propagate_forward_time: 14.1932067871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477298737
validation[          , genome  6507] predictions:    9791/  10000 (97.91%), best:    9796/10000 (97.96%), error:       728.16168, best error:       680.29675 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 187.6551361084s, input_fired_time: 2.2958006859, output_fired_time: 2.1066751480, propagate_forward_time: 70.7491226196, propagate_backward_time: 108.9107131958, weight_update_time: 0.1888047159, other_time: 3.5928192139
epoch time: 15.3024234772s, input_fired_time: 0.2882596552, output_fired_time: 0.0000000000, propagate_forward_time: 14.3623580933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6518058777
validation[          , genome  6507] predictions:    9722/  10000 (97.22%), best:    9796/10000 (97.96%), error:       921.53967, best error:       680.29675 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 189.5881958008s, input_fired_time: 2.3073632717, output_fired_time: 2.1252405643, propagate_forward_time: 71.4341354370, propagate_backward_time: 110.0851058960, weight_update_time: 0.1915167570, other_time: 3.6363525391
epoch time: 15.3245668411s, input_fired_time: 0.2904791236, output_fired_time: 0.0000000000, propagate_forward_time: 14.3932409286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6408472061
validation[          , genome  6507] predictions:    9792/  10000 (97.92%), best:    9796/10000 (97.96%), error:       730.84198, best error:       680.29675 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 188.9382324219s, input_fired_time: 2.3014116287, output_fired_time: 2.1191358566, propagate_forward_time: 71.3365554810, propagate_backward_time: 109.5899505615, weight_update_time: 0.1893336177, other_time: 3.5911788940
epoch time: 15.3370418549s, input_fired_time: 0.2941681147, output_fired_time: 0.0000000000, propagate_forward_time: 14.4103832245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324901581
validation[          , genome  6507] predictions:    9728/  10000 (97.28%), best:    9796/10000 (97.96%), error:       928.17249, best error:       680.29675 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 188.8477325439s, input_fired_time: 2.3078939915, output_fired_time: 2.1139450073, propagate_forward_time: 71.2607727051, propagate_backward_time: 109.5434341431, weight_update_time: 0.1899229586, other_time: 3.6216964722
epoch time: 15.2010650635s, input_fired_time: 0.2897393107, output_fired_time: 0.0000000000, propagate_forward_time: 14.2710924149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6402330399
validation[          , genome  6507] predictions:    9779/  10000 (97.79%), best:    9796/10000 (97.96%), error:       738.75494, best error:       680.29675 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 189.4115142822s, input_fired_time: 2.3048908710, output_fired_time: 2.1150794029, propagate_forward_time: 71.4727630615, propagate_backward_time: 109.9208068848, weight_update_time: 0.1900929064, other_time: 3.5979766846
epoch time: 15.1345357895s, input_fired_time: 0.2887296081, output_fired_time: 0.0000000000, propagate_forward_time: 14.1953248978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6504812241
validation[          , genome  6507] predictions:    9776/  10000 (97.76%), best:    9796/10000 (97.96%), error:       772.17072, best error:       680.29675 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 189.2825164795s, input_fired_time: 2.3139121532, output_fired_time: 2.1302299500, propagate_forward_time: 71.3989028931, propagate_backward_time: 109.8030929565, weight_update_time: 0.1908906251, other_time: 3.6363677979
epoch time: 15.3169908524s, input_fired_time: 0.2948459685, output_fired_time: 0.0000000000, propagate_forward_time: 14.3734092712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6487360001
validation[          , genome  6507] predictions:    9711/  10000 (97.11%), best:    9796/10000 (97.96%), error:       877.62823, best error:       680.29675 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 189.4556121826s, input_fired_time: 2.3104267120, output_fired_time: 2.1233589649, propagate_forward_time: 71.5832290649, propagate_backward_time: 109.8246688843, weight_update_time: 0.1900974810, other_time: 3.6139373779
epoch time: 15.3366289139s, input_fired_time: 0.2916449904, output_fired_time: 0.0000000000, propagate_forward_time: 14.3890819550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6559019089
validation[          , genome  6507] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       668.28027, best error:       668.28027 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 189.7284088135s, input_fired_time: 2.3197677135, output_fired_time: 2.1267771721, propagate_forward_time: 71.6678390503, propagate_backward_time: 109.9813385010, weight_update_time: 0.1907457262, other_time: 3.6326980591
epoch time: 15.3271751404s, input_fired_time: 0.2901233435, output_fired_time: 0.0000000000, propagate_forward_time: 14.3987798691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6382722855
validation[          , genome  6507] predictions:    9822/  10000 (98.22%), best:    9822/10000 (98.22%), error:       633.48468, best error:       633.48468 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 188.6009521484s, input_fired_time: 2.3147656918, output_fired_time: 2.1155505180, propagate_forward_time: 71.0800170898, propagate_backward_time: 109.4522933960, weight_update_time: 0.1907748729, other_time: 3.6383285522
epoch time: 15.3255977631s, input_fired_time: 0.2908769846, output_fired_time: 0.0000000000, propagate_forward_time: 14.3966770172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6380434036
validation[          , genome  6507] predictions:    9758/  10000 (97.58%), best:    9822/10000 (98.22%), error:       835.17279, best error:       633.48468 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 189.6623535156s, input_fired_time: 2.3188171387, output_fired_time: 2.1244001389, propagate_forward_time: 71.5946655273, propagate_backward_time: 110.0016403198, weight_update_time: 0.1903345436, other_time: 3.6228256226
epoch time: 15.3194675446s, input_fired_time: 0.2905769348, output_fired_time: 0.0000000000, propagate_forward_time: 14.3838949203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449956894
validation[          , genome  6507] predictions:    9802/  10000 (98.02%), best:    9822/10000 (98.22%), error:       709.07166, best error:       633.48468 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 189.5263824463s, input_fired_time: 2.3164992332, output_fired_time: 2.1253829002, propagate_forward_time: 71.4612121582, propagate_backward_time: 109.9994888306, weight_update_time: 0.1907891780, other_time: 3.6238021851
epoch time: 15.2587871552s, input_fired_time: 0.2903188765, output_fired_time: 0.0000000000, propagate_forward_time: 14.3207817078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6476869583
validation[          , genome  6507] predictions:    9791/  10000 (97.91%), best:    9822/10000 (98.22%), error:       681.05096, best error:       633.48468 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 187.4120941162s, input_fired_time: 2.3107242584, output_fired_time: 2.0995647907, propagate_forward_time: 70.7027740479, propagate_backward_time: 108.7009277344, weight_update_time: 0.1889306903, other_time: 3.5980987549
epoch time: 14.9971513748s, input_fired_time: 0.2864927053, output_fired_time: 0.0000000000, propagate_forward_time: 14.0757589340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349000931
validation[          , genome  6507] predictions:    9769/  10000 (97.69%), best:    9822/10000 (98.22%), error:       781.38098, best error:       633.48468 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 188.7357635498s, input_fired_time: 2.3224182129, output_fired_time: 2.1133563519, propagate_forward_time: 71.3805007935, propagate_backward_time: 109.2791442871, weight_update_time: 0.1909807175, other_time: 3.6403427124
epoch time: 15.3627767563s, input_fired_time: 0.2931359112, output_fired_time: 0.0000000000, propagate_forward_time: 14.4070911407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6625499725
validation[          , genome  6507] predictions:    9762/  10000 (97.62%), best:    9822/10000 (98.22%), error:       798.57739, best error:       633.48468 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 188.9784698486s, input_fired_time: 2.3173537254, output_fired_time: 2.1237916946, propagate_forward_time: 71.3240280151, propagate_backward_time: 109.5961990356, weight_update_time: 0.1908470541, other_time: 3.6170959473
epoch time: 15.1003160477s, input_fired_time: 0.2899748087, output_fired_time: 0.0000000000, propagate_forward_time: 14.1610202789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6493206024
validation[          , genome  6507] predictions:    9796/  10000 (97.96%), best:    9822/10000 (98.22%), error:       692.71490, best error:       633.48468 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 189.4319305420s, input_fired_time: 2.3235402107, output_fired_time: 2.1206798553, propagate_forward_time: 71.4132537842, propagate_backward_time: 109.9480285645, weight_update_time: 0.1915024072, other_time: 3.6264190674
epoch time: 15.2158546448s, input_fired_time: 0.2893614173, output_fired_time: 0.0000000000, propagate_forward_time: 14.2949819565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6315116882
validation[          , genome  6507] predictions:    9808/  10000 (98.08%), best:    9822/10000 (98.22%), error:       691.04486, best error:       633.48468 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 189.3621063232s, input_fired_time: 2.3189928532, output_fired_time: 2.1193857193, propagate_forward_time: 71.3775253296, propagate_backward_time: 109.9197921753, weight_update_time: 0.1907303333, other_time: 3.6264038086
epoch time: 15.0544624329s, input_fired_time: 0.2885504961, output_fired_time: 0.0000000000, propagate_forward_time: 14.1309661865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6349458694
validation[          , genome  6507] predictions:    9735/  10000 (97.35%), best:    9822/10000 (98.22%), error:       859.63672, best error:       633.48468 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 189.8664703369s, input_fired_time: 2.3304376602, output_fired_time: 2.1238484383, propagate_forward_time: 71.6585922241, propagate_backward_time: 110.1404495239, weight_update_time: 0.1903027743, other_time: 3.6131286621
epoch time: 15.1392850876s, input_fired_time: 0.2891105711, output_fired_time: 0.0000000000, propagate_forward_time: 14.2185258865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6316490173
validation[          , genome  6507] predictions:    9799/  10000 (97.99%), best:    9822/10000 (98.22%), error:       676.17230, best error:       633.48468 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 187.5907287598s, input_fired_time: 2.3212389946, output_fired_time: 2.1016955376, propagate_forward_time: 70.7174911499, propagate_backward_time: 108.8040390015, weight_update_time: 0.1914507151, other_time: 3.6462554932
epoch time: 15.2053909302s, input_fired_time: 0.2888550460, output_fired_time: 0.0000000000, propagate_forward_time: 14.2898645401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6266717911
validation[          , genome  6507] predictions:    9786/  10000 (97.86%), best:    9822/10000 (98.22%), error:       734.46997, best error:       633.48468 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 187.8851013184s, input_fired_time: 2.3208601475, output_fired_time: 2.1088931561, propagate_forward_time: 70.6956634521, propagate_backward_time: 109.1313705444, weight_update_time: 0.1899986863, other_time: 3.6283187866
epoch time: 15.3223352432s, input_fired_time: 0.2946934998, output_fired_time: 0.0000000000, propagate_forward_time: 14.3768310547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6508102417
validation[          , genome  6507] predictions:    9778/  10000 (97.78%), best:    9822/10000 (98.22%), error:       741.67822, best error:       633.48468 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 189.3331146240s, input_fired_time: 2.3284003735, output_fired_time: 2.1225852966, propagate_forward_time: 71.3796463013, propagate_backward_time: 109.8928146362, weight_update_time: 0.1902147233, other_time: 3.6096649170
epoch time: 15.1220073700s, input_fired_time: 0.2904735804, output_fired_time: 0.0000000000, propagate_forward_time: 14.1829328537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6486005783
validation[          , genome  6507] predictions:    9773/  10000 (97.73%), best:    9822/10000 (98.22%), error:       787.97455, best error:       633.48468 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 189.3283233643s, input_fired_time: 2.3266804218, output_fired_time: 2.1216812134, propagate_forward_time: 71.3372879028, propagate_backward_time: 109.9153594971, weight_update_time: 0.1912331730, other_time: 3.6273269653
epoch time: 15.3140325546s, input_fired_time: 0.2951188087, output_fired_time: 0.0000000000, propagate_forward_time: 14.3671436310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6517696381
validation[          , genome  6507] predictions:    9696/  10000 (96.96%), best:    9822/10000 (98.22%), error:       947.49097, best error:       633.48468 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 189.0044403076s, input_fired_time: 2.3293914795, output_fired_time: 2.1195139885, propagate_forward_time: 71.3349456787, propagate_backward_time: 109.5772399902, weight_update_time: 0.1911455244, other_time: 3.6433563232
epoch time: 15.0157423019s, input_fired_time: 0.2880005240, output_fired_time: 0.0000000000, propagate_forward_time: 14.0910224915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6367197037
validation[          , genome  6507] predictions:    9720/  10000 (97.20%), best:    9822/10000 (98.22%), error:       867.68890, best error:       633.48468 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 189.0077972412s, input_fired_time: 2.3347909451, output_fired_time: 2.1208412647, propagate_forward_time: 71.1970291138, propagate_backward_time: 109.7067794800, weight_update_time: 0.1910231709, other_time: 3.6483612061
epoch time: 14.9840755463s, input_fired_time: 0.2916332185, output_fired_time: 0.0000000000, propagate_forward_time: 14.0623750687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300668716
validation[          , genome  6507] predictions:    9774/  10000 (97.74%), best:    9822/10000 (98.22%), error:       740.89734, best error:       633.48468 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 188.9464569092s, input_fired_time: 2.3261635303, output_fired_time: 2.1125166416, propagate_forward_time: 71.2564544678, propagate_backward_time: 109.5920333862, weight_update_time: 0.1917875856, other_time: 3.6592941284
epoch time: 15.1650466919s, input_fired_time: 0.2906332016, output_fired_time: 0.0000000000, propagate_forward_time: 14.2416973114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327161789
validation[          , genome  6507] predictions:    9788/  10000 (97.88%), best:    9822/10000 (98.22%), error:       713.20959, best error:       633.48468 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 189.0071105957s, input_fired_time: 2.3226697445, output_fired_time: 2.1195955276, propagate_forward_time: 71.1985778809, propagate_backward_time: 109.7468566895, weight_update_time: 0.1908394396, other_time: 3.6194152832
epoch time: 15.0725612640s, input_fired_time: 0.2933827341, output_fired_time: 0.0000000000, propagate_forward_time: 14.1328029633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6463756561
validation[          , genome  6507] predictions:    9798/  10000 (97.98%), best:    9822/10000 (98.22%), error:       702.79840, best error:       633.48468 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 189.9620361328s, input_fired_time: 2.3386979103, output_fired_time: 2.1300127506, propagate_forward_time: 71.7078781128, propagate_backward_time: 110.1541671753, weight_update_time: 0.1909264177, other_time: 3.6312713623
epoch time: 15.3774776459s, input_fired_time: 0.2963968217, output_fired_time: 0.0000000000, propagate_forward_time: 14.4234132767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6576671600
validation[          , genome  6507] predictions:    9813/  10000 (98.13%), best:    9822/10000 (98.22%), error:       648.33789, best error:       633.48468 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 189.8088684082s, input_fired_time: 2.3397412300, output_fired_time: 2.1238977909, propagate_forward_time: 71.6415100098, propagate_backward_time: 110.0356521606, weight_update_time: 0.1925699562, other_time: 3.6680679321
epoch time: 15.2717647552s, input_fired_time: 0.2918953001, output_fired_time: 0.0000000000, propagate_forward_time: 14.3445415497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6353282928
validation[          , genome  6507] predictions:    9773/  10000 (97.73%), best:    9822/10000 (98.22%), error:       775.17859, best error:       633.48468 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 188.9955291748s, input_fired_time: 2.3397221565, output_fired_time: 2.1180162430, propagate_forward_time: 71.1660079956, propagate_backward_time: 109.6905746460, weight_update_time: 0.1919575781, other_time: 3.6812133789
epoch time: 15.2841691971s, input_fired_time: 0.2984172404, output_fired_time: 0.0000000000, propagate_forward_time: 14.3231620789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6625900269
validation[          , genome  6507] predictions:    9800/  10000 (98.00%), best:    9822/10000 (98.22%), error:       705.92139, best error:       633.48468 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 189.5262756348s, input_fired_time: 2.3474521637, output_fired_time: 2.1262536049, propagate_forward_time: 71.4126281738, propagate_backward_time: 109.9749069214, weight_update_time: 0.1917036772, other_time: 3.6650314331
epoch time: 15.0950403214s, input_fired_time: 0.2940247357, output_fired_time: 0.0000000000, propagate_forward_time: 14.1493816376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6516342163
validation[          , genome  6507] predictions:    9784/  10000 (97.84%), best:    9822/10000 (98.22%), error:       702.02960, best error:       633.48468 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 189.5344238281s, input_fired_time: 2.3433556557, output_fired_time: 2.1319367886, propagate_forward_time: 71.4964141846, propagate_backward_time: 109.9211425781, weight_update_time: 0.1919576079, other_time: 3.6415710449
epoch time: 15.1807565689s, input_fired_time: 0.2925696969, output_fired_time: 0.0000000000, propagate_forward_time: 14.2510299683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6371564865
validation[          , genome  6507] predictions:    9595/  10000 (95.95%), best:    9822/10000 (98.22%), error:      1327.73853, best error:       633.48468 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 188.7741851807s, input_fired_time: 2.3403637409, output_fired_time: 2.1165745258, propagate_forward_time: 71.1703720093, propagate_backward_time: 109.4650497437, weight_update_time: 0.1923902184, other_time: 3.6818237305
epoch time: 15.1913318634s, input_fired_time: 0.2959155440, output_fired_time: 0.0000000000, propagate_forward_time: 14.2389278412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6564884186
validation[          , genome  6507] predictions:    9805/  10000 (98.05%), best:    9822/10000 (98.22%), error:       674.76025, best error:       633.48468 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 188.6647186279s, input_fired_time: 2.3435463905, output_fired_time: 2.1127455235, propagate_forward_time: 71.0373382568, propagate_backward_time: 109.5126266479, weight_update_time: 0.1919642687, other_time: 3.6584548950
epoch time: 15.2376117706s, input_fired_time: 0.2962999940, output_fired_time: 0.0000000000, propagate_forward_time: 14.2937202454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6475915909
validation[          , genome  6507] predictions:    9701/  10000 (97.01%), best:    9822/10000 (98.22%), error:      1017.78900, best error:       633.48468 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 188.9975891113s, input_fired_time: 2.3465001583, output_fired_time: 2.1281516552, propagate_forward_time: 71.2990722656, propagate_backward_time: 109.5506362915, weight_update_time: 0.1919053495, other_time: 3.6732254028
epoch time: 15.2064638138s, input_fired_time: 0.2944594324, output_fired_time: 0.0000000000, propagate_forward_time: 14.2649650574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6470394135
validation[          , genome  6507] predictions:    9704/  10000 (97.04%), best:    9822/10000 (98.22%), error:       947.63037, best error:       633.48468 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 189.8520812988s, input_fired_time: 2.3521425724, output_fired_time: 2.1292161942, propagate_forward_time: 71.5779495239, propagate_backward_time: 110.1117782593, weight_update_time: 0.1931454092, other_time: 3.6809997559
epoch time: 15.1234111786s, input_fired_time: 0.2965868115, output_fired_time: 0.0000000000, propagate_forward_time: 14.1631269455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636972427
validation[          , genome  6507] predictions:    9797/  10000 (97.97%), best:    9822/10000 (98.22%), error:       681.54663, best error:       633.48468 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 189.7332916260s, input_fired_time: 2.3446919918, output_fired_time: 2.1269221306, propagate_forward_time: 71.5125808716, propagate_backward_time: 110.1339950562, weight_update_time: 0.1909653097, other_time: 3.6150970459
epoch time: 15.2994060516s, input_fired_time: 0.2963522971, output_fired_time: 0.0000000000, propagate_forward_time: 14.3328809738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6701726913
validation[          , genome  6507] predictions:    9743/  10000 (97.43%), best:    9822/10000 (98.22%), error:       872.41193, best error:       633.48468 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 188.4936218262s, input_fired_time: 2.3445603848, output_fired_time: 2.1208870411, propagate_forward_time: 71.0213165283, propagate_backward_time: 109.3464813232, weight_update_time: 0.1918951273, other_time: 3.6603851318
epoch time: 15.0291862488s, input_fired_time: 0.2949386537, output_fired_time: 0.0000000000, propagate_forward_time: 14.0864953995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6477518082
validation[          , genome  6507] predictions:    9783/  10000 (97.83%), best:    9822/10000 (98.22%), error:       752.74640, best error:       633.48468 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 188.8995208740s, input_fired_time: 2.3479709625, output_fired_time: 2.1226384640, propagate_forward_time: 71.1007843018, propagate_backward_time: 109.6403961182, weight_update_time: 0.1923144460, other_time: 3.6877288818
epoch time: 15.2933626175s, input_fired_time: 0.2938307524, output_fired_time: 0.0000000000, propagate_forward_time: 14.3632078171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6363239288
validation[          , genome  6507] predictions:    9778/  10000 (97.78%), best:    9822/10000 (98.22%), error:       752.98633, best error:       633.48468 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 188.6517791748s, input_fired_time: 2.3503730297, output_fired_time: 2.1151003838, propagate_forward_time: 71.0693740845, propagate_backward_time: 109.4529113770, weight_update_time: 0.1927261651, other_time: 3.6640243530
epoch time: 15.4195127487s, input_fired_time: 0.3056209385, output_fired_time: 0.0000000000, propagate_forward_time: 14.4479236603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6659679413
validation[          , genome  6507] predictions:    9735/  10000 (97.35%), best:    9822/10000 (98.22%), error:       943.81683, best error:       633.48468 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 189.6471710205s, input_fired_time: 2.3501968384, output_fired_time: 2.1330935955, propagate_forward_time: 71.3776855469, propagate_backward_time: 110.0847702026, weight_update_time: 0.1944792271, other_time: 3.7014236450
epoch time: 15.2901945114s, input_fired_time: 0.2985553741, output_fired_time: 0.0000000000, propagate_forward_time: 14.3473625183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442766190
validation[          , genome  6507] predictions:    9777/  10000 (97.77%), best:    9822/10000 (98.22%), error:       766.70544, best error:       633.48468 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 189.5334014893s, input_fired_time: 2.3507311344, output_fired_time: 2.1298937798, propagate_forward_time: 71.4617614746, propagate_backward_time: 109.9318847656, weight_update_time: 0.1928838044, other_time: 3.6591186523
epoch time: 15.3158245087s, input_fired_time: 0.2993577421, output_fired_time: 0.0000000000, propagate_forward_time: 14.3522949219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641721725
validation[          , genome  6507] predictions:    9805/  10000 (98.05%), best:    9822/10000 (98.22%), error:       669.05310, best error:       633.48468 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 188.9819030762s, input_fired_time: 2.3492577076, output_fired_time: 2.1200160980, propagate_forward_time: 71.2062988281, propagate_backward_time: 109.6457214355, weight_update_time: 0.1926145107, other_time: 3.6606140137
epoch time: 15.2895793915s, input_fired_time: 0.2972027063, output_fired_time: 0.0000000000, propagate_forward_time: 14.3473491669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450271606
validation[          , genome  6507] predictions:    9765/  10000 (97.65%), best:    9822/10000 (98.22%), error:       803.38794, best error:       633.48468 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 188.9195098877s, input_fired_time: 2.3493962288, output_fired_time: 2.1159248352, propagate_forward_time: 71.2928619385, propagate_backward_time: 109.4661331177, weight_update_time: 0.1925899237, other_time: 3.6951980591
epoch time: 15.2443065643s, input_fired_time: 0.2972937822, output_fired_time: 0.0000000000, propagate_forward_time: 14.3020267487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6449861526
validation[          , genome  6507] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       623.38391, best error:       623.38391 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 189.6017608643s, input_fired_time: 2.3722081184, output_fired_time: 2.1309885979, propagate_forward_time: 71.4374694824, propagate_backward_time: 109.9344482422, weight_update_time: 0.1943973303, other_time: 3.7266540527
epoch time: 15.0523366928s, input_fired_time: 0.3045201898, output_fired_time: 0.0000000000, propagate_forward_time: 14.0306091309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7172069550
validation[          , genome  6507] predictions:    9805/  10000 (98.05%), best:    9832/10000 (98.32%), error:       681.08673, best error:       623.38391 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 189.9535369873s, input_fired_time: 2.3608715534, output_fired_time: 2.1324245930, propagate_forward_time: 71.7102661133, propagate_backward_time: 110.0973968506, weight_update_time: 0.1936753690, other_time: 3.6525726318
epoch time: 15.2851619720s, input_fired_time: 0.2987801433, output_fired_time: 0.0000000000, propagate_forward_time: 14.3331041336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6532773972
validation[          , genome  6507] predictions:    9771/  10000 (97.71%), best:    9832/10000 (98.32%), error:       752.60400, best error:       623.38391 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 189.8750457764s, input_fired_time: 2.3682281971, output_fired_time: 2.1320018768, propagate_forward_time: 71.6034164429, propagate_backward_time: 110.0653686523, weight_update_time: 0.1941623241, other_time: 3.7060317993
epoch time: 15.1698160172s, input_fired_time: 0.2958244085, output_fired_time: 0.0000000000, propagate_forward_time: 14.2304344177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6435575485
validation[          , genome  6507] predictions:    9791/  10000 (97.91%), best:    9832/10000 (98.32%), error:       731.69153, best error:       623.38391 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: 75.7098541260s, input_fired_time: 1.4928754568, output_fired_time: 0.0000000000, propagate_forward_time: 70.8395080566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3774719238
best training[          , genome  6507] predictions:   49853/  50000 (99.71%), best:    9832/10000 (98.32%), error:       896.85901, best error:       623.38391 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: 15.3527050018s, input_fired_time: 0.2989435196, output_fired_time: 0.0000000000, propagate_forward_time: 14.3933086395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6604528427
   testing[          , genome  6507] predictions:    9821/  10000 (98.21%), best:    9832/10000 (98.32%), error:       599.29694, best error:       623.38391 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:55:21 (6928): called boinc_finish(0)

</stderr_txt>
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