Nameexact_genome_1512568488_43_2227_2
Workunit2582453
Created7 Dec 2017, 19:57:49 UTC
Sent7 Dec 2017, 20:05:02 UTC
Report deadline10 Dec 2017, 19:49:29 UTC
Received8 Dec 2017, 17:58:05 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time1 hours 29 min 37 sec
CPU time1 hours 29 min 17 sec
Validate stateValid
Credit747.30
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.89 MB
Peak swap size150.82 MB
Peak disk usage0.95 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 48.7591667175s, input_fired_time: 0.3523866236, output_fired_time: 0.2786729336, propagate_forward_time: 18.4731445312, propagate_backward_time: 27.9611053467, weight_update_time: 0.0940061212, other_time: 1.6938591003
epoch time: 4.0389070511s, input_fired_time: 0.0391451940, output_fired_time: 0.0000000000, propagate_forward_time: 3.6909821033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087797165
validation[          , genome  2227] predictions:    9479/  10000 (94.79%), best:    9501/10000 (95.01%), error:      1709.34888, best error:      1690.97864 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 48.7438774109s, input_fired_time: 0.3527654111, output_fired_time: 0.2809367478, propagate_forward_time: 18.4106101990, propagate_backward_time: 27.9972782135, weight_update_time: 0.0941948965, other_time: 1.7022876740
epoch time: 4.0246019363s, input_fired_time: 0.0393632837, output_fired_time: 0.0000000000, propagate_forward_time: 3.6778335571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074049950
validation[          , genome  2227] predictions:    9543/  10000 (95.43%), best:    9543/10000 (95.43%), error:      1560.87256, best error:      1560.87256 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 48.5781059265s, input_fired_time: 0.3516525626, output_fired_time: 0.2786557674, propagate_forward_time: 18.3760986328, propagate_backward_time: 27.8810043335, weight_update_time: 0.0936789811, other_time: 1.6906929016
epoch time: 4.0240535736s, input_fired_time: 0.0390898213, output_fired_time: 0.0000000000, propagate_forward_time: 3.6760008335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089628220
validation[          , genome  2227] predictions:    9512/  10000 (95.12%), best:    9543/10000 (95.43%), error:      1643.68604, best error:      1560.87256 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 48.8153076172s, input_fired_time: 0.3521600962, output_fired_time: 0.2794669569, propagate_forward_time: 18.4003276825, propagate_backward_time: 28.0799942017, weight_update_time: 0.0933901072, other_time: 1.7033557892
epoch time: 4.0179066658s, input_fired_time: 0.0391487293, output_fired_time: 0.0000000000, propagate_forward_time: 3.6686744690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100833893
validation[          , genome  2227] predictions:    9462/  10000 (94.62%), best:    9543/10000 (95.43%), error:      1811.11914, best error:      1560.87256 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 48.5685768127s, input_fired_time: 0.3520622849, output_fired_time: 0.2796449065, propagate_forward_time: 18.3778915405, propagate_backward_time: 27.8674240112, weight_update_time: 0.0934976116, other_time: 1.6915550232
epoch time: 4.0322251320s, input_fired_time: 0.0394635387, output_fired_time: 0.0000000000, propagate_forward_time: 3.6843621731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083994389
validation[          , genome  2227] predictions:    9496/  10000 (94.96%), best:    9543/10000 (95.43%), error:      1691.91699, best error:      1560.87256 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 48.7633781433s, input_fired_time: 0.3506375849, output_fired_time: 0.2747823894, propagate_forward_time: 18.4984016418, propagate_backward_time: 27.9513511658, weight_update_time: 0.0932447836, other_time: 1.6882019043
epoch time: 4.0217027664s, input_fired_time: 0.0390009880, output_fired_time: 0.0000000000, propagate_forward_time: 3.6751909256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075108528
validation[          , genome  2227] predictions:    9546/  10000 (95.46%), best:    9546/10000 (95.46%), error:      1560.06824, best error:      1560.06824 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 49.9143562317s, input_fired_time: 0.3614799678, output_fired_time: 0.2965586483, propagate_forward_time: 18.6082668304, propagate_backward_time: 28.8473529816, weight_update_time: 0.0981198400, other_time: 1.8006973267
epoch time: 4.1314053535s, input_fired_time: 0.0406580083, output_fired_time: 0.0000000000, propagate_forward_time: 3.7482593060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424880505
validation[          , genome  2227] predictions:    9498/  10000 (94.98%), best:    9546/10000 (95.46%), error:      1744.30981, best error:      1560.06824 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 50.7318649292s, input_fired_time: 0.3691698015, output_fired_time: 0.3078128099, propagate_forward_time: 18.7485351562, propagate_backward_time: 29.4411964417, weight_update_time: 0.1015984938, other_time: 1.8651504517
epoch time: 4.1318655014s, input_fired_time: 0.0405237973, output_fired_time: 0.0000000000, propagate_forward_time: 3.7452895641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460519314
validation[          , genome  2227] predictions:    9527/  10000 (95.27%), best:    9546/10000 (95.46%), error:      1618.80151, best error:      1560.06824 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 50.7485618591s, input_fired_time: 0.3685067296, output_fired_time: 0.3068789542, propagate_forward_time: 18.7576160431, propagate_backward_time: 29.4513244629, weight_update_time: 0.1014246866, other_time: 1.8642368317
epoch time: 4.1275148392s, input_fired_time: 0.0399321765, output_fired_time: 0.0000000000, propagate_forward_time: 3.7444140911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431684971
validation[          , genome  2227] predictions:    9337/  10000 (93.37%), best:    9546/10000 (95.46%), error:      2183.98560, best error:      1560.06824 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 50.5571632385s, input_fired_time: 0.3680867255, output_fired_time: 0.3056515455, propagate_forward_time: 18.6932067871, propagate_backward_time: 29.3288536072, weight_update_time: 0.1011470631, other_time: 1.8613624573
epoch time: 4.1484107971s, input_fired_time: 0.0404651985, output_fired_time: 0.0000000000, propagate_forward_time: 3.7631421089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448033333
validation[          , genome  2227] predictions:    9524/  10000 (95.24%), best:    9546/10000 (95.46%), error:      1579.63562, best error:      1560.06824 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 50.5074501038s, input_fired_time: 0.3673021495, output_fired_time: 0.3017303050, propagate_forward_time: 18.6904697418, propagate_backward_time: 29.3019771576, weight_update_time: 0.0999887362, other_time: 1.8459701538
epoch time: 4.0945777893s, input_fired_time: 0.0395443849, output_fired_time: 0.0000000000, propagate_forward_time: 3.7229976654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320355415
validation[          , genome  2227] predictions:    9520/  10000 (95.20%), best:    9546/10000 (95.46%), error:      1594.07410, best error:      1560.06824 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 48.7054634094s, input_fired_time: 0.3540565670, output_fired_time: 0.2785156965, propagate_forward_time: 18.4034709930, propagate_backward_time: 27.9702110291, weight_update_time: 0.0937292129, other_time: 1.6992092133
epoch time: 4.0344643593s, input_fired_time: 0.0394059941, output_fired_time: 0.0000000000, propagate_forward_time: 3.6843271255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107311726
validation[          , genome  2227] predictions:    9542/  10000 (95.42%), best:    9542/10000 (95.42%), error:      1529.84607, best error:      1529.84607 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 48.7108993530s, input_fired_time: 0.3546026349, output_fired_time: 0.2796625793, propagate_forward_time: 18.3996276855, propagate_backward_time: 27.9798412323, weight_update_time: 0.0939466655, other_time: 1.6971645355
epoch time: 4.0291323662s, input_fired_time: 0.0395456143, output_fired_time: 0.0000000000, propagate_forward_time: 3.6804339886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091528416
validation[          , genome  2227] predictions:    9529/  10000 (95.29%), best:    9542/10000 (95.42%), error:      1583.60754, best error:      1529.84607 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 48.7242393494s, input_fired_time: 0.3551282585, output_fired_time: 0.2789048254, propagate_forward_time: 18.4547634125, propagate_backward_time: 27.9374446869, weight_update_time: 0.0940018818, other_time: 1.6979980469
epoch time: 4.0403265953s, input_fired_time: 0.0396479890, output_fired_time: 0.0000000000, propagate_forward_time: 3.6917865276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088920116
validation[          , genome  2227] predictions:    9527/  10000 (95.27%), best:    9542/10000 (95.42%), error:      1601.46399, best error:      1529.84607 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 49.0425186157s, input_fired_time: 0.3534663320, output_fired_time: 0.2784593105, propagate_forward_time: 18.5406608582, propagate_backward_time: 28.1629390717, weight_update_time: 0.0933579728, other_time: 1.7069950104
epoch time: 4.0104894638s, input_fired_time: 0.0398514904, output_fired_time: 0.0000000000, propagate_forward_time: 3.6620700359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085680008
validation[          , genome  2227] predictions:    9573/  10000 (95.73%), best:    9573/10000 (95.73%), error:      1502.86975, best error:      1502.86975 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 49.2329711914s, input_fired_time: 0.3795890212, output_fired_time: 0.2885292172, propagate_forward_time: 18.5457382202, propagate_backward_time: 28.2714900970, weight_update_time: 0.0938940123, other_time: 1.7476253510
epoch time: 4.0405383110s, input_fired_time: 0.0399872400, output_fired_time: 0.0000000000, propagate_forward_time: 3.6888036728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3117475510
validation[          , genome  2227] predictions:    9560/  10000 (95.60%), best:    9560/10000 (95.60%), error:      1477.40540, best error:      1477.40540 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 48.4893302917s, input_fired_time: 0.3532169461, output_fired_time: 0.2790451348, propagate_forward_time: 18.3341102600, propagate_backward_time: 27.8211021423, weight_update_time: 0.0928708166, other_time: 1.7018547058
epoch time: 3.9952511787s, input_fired_time: 0.0393122099, output_fired_time: 0.0000000000, propagate_forward_time: 3.6479473114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079917431
validation[          , genome  2227] predictions:    9523/  10000 (95.23%), best:    9560/10000 (95.60%), error:      1576.41772, best error:      1477.40540 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 48.6121444702s, input_fired_time: 0.3514701426, output_fired_time: 0.2811454237, propagate_forward_time: 18.2701110840, propagate_backward_time: 27.9985904694, weight_update_time: 0.1069309860, other_time: 1.7108249664
epoch time: 4.1517200470s, input_fired_time: 0.0402103774, output_fired_time: 0.0000000000, propagate_forward_time: 3.7720270157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394827843
validation[          , genome  2227] predictions:    9564/  10000 (95.64%), best:    9564/10000 (95.64%), error:      1473.69531, best error:      1473.69531 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 48.5237121582s, input_fired_time: 0.3529968262, output_fired_time: 0.2844186127, propagate_forward_time: 18.3143863678, propagate_backward_time: 27.8782501221, weight_update_time: 0.0930734724, other_time: 1.6936588287
epoch time: 4.0371551514s, input_fired_time: 0.0395752229, output_fired_time: 0.0000000000, propagate_forward_time: 3.6738834381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236963749
validation[          , genome  2227] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1454.56165, best error:      1454.56165 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 48.2158241272s, input_fired_time: 0.3513230979, output_fired_time: 0.2776395679, propagate_forward_time: 18.2233886719, propagate_backward_time: 27.6779651642, weight_update_time: 0.0925009176, other_time: 1.6855068207
epoch time: 3.9927818775s, input_fired_time: 0.0396130979, output_fired_time: 0.0000000000, propagate_forward_time: 3.6462514400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069174290
validation[          , genome  2227] predictions:    9557/  10000 (95.57%), best:    9555/10000 (95.55%), error:      1513.76929, best error:      1454.56165 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 48.2254829407s, input_fired_time: 0.3518256545, output_fired_time: 0.2781107128, propagate_forward_time: 18.2249431610, propagate_backward_time: 27.6842365265, weight_update_time: 0.0926467180, other_time: 1.6863670349
epoch time: 4.0177273750s, input_fired_time: 0.0400665291, output_fired_time: 0.0000000000, propagate_forward_time: 3.6698131561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078477383
validation[          , genome  2227] predictions:    9568/  10000 (95.68%), best:    9555/10000 (95.55%), error:      1467.78992, best error:      1454.56165 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 48.7367172241s, input_fired_time: 0.3557699323, output_fired_time: 0.2792458832, propagate_forward_time: 18.4562110901, propagate_backward_time: 27.9522686005, weight_update_time: 0.0937085375, other_time: 1.6932201385
epoch time: 4.1218786240s, input_fired_time: 0.0417791009, output_fired_time: 0.0000000000, propagate_forward_time: 3.7715361118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085634708
validation[          , genome  2227] predictions:    9487/  10000 (94.87%), best:    9555/10000 (95.55%), error:      1635.52185, best error:      1454.56165 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 48.6991500854s, input_fired_time: 0.3548766077, output_fired_time: 0.2793410718, propagate_forward_time: 18.4956951141, propagate_backward_time: 27.8776893616, weight_update_time: 0.0937309787, other_time: 1.6915454865
epoch time: 4.0258240700s, input_fired_time: 0.0401551388, output_fired_time: 0.0000000000, propagate_forward_time: 3.6780583858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076105118
validation[          , genome  2227] predictions:    9536/  10000 (95.36%), best:    9555/10000 (95.55%), error:      1571.87366, best error:      1454.56165 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 48.5890579224s, input_fired_time: 0.3550107777, output_fired_time: 0.2791271210, propagate_forward_time: 18.3793964386, propagate_backward_time: 27.8815231323, weight_update_time: 0.0935332999, other_time: 1.6939983368
epoch time: 4.0251321793s, input_fired_time: 0.0395416878, output_fired_time: 0.0000000000, propagate_forward_time: 3.6769652367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086252213
validation[          , genome  2227] predictions:    9565/  10000 (95.65%), best:    9555/10000 (95.55%), error:      1526.55249, best error:      1454.56165 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 48.4031181335s, input_fired_time: 0.3535706699, output_fired_time: 0.2788147330, propagate_forward_time: 18.2954139709, propagate_backward_time: 27.7833271027, weight_update_time: 0.0927258730, other_time: 1.6919918060
epoch time: 4.0678482056s, input_fired_time: 0.0399262533, output_fired_time: 0.0000000000, propagate_forward_time: 3.7201149464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078072071
validation[          , genome  2227] predictions:    9572/  10000 (95.72%), best:    9555/10000 (95.55%), error:      1476.46875, best error:      1454.56165 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 48.7653694153s, input_fired_time: 0.3565959036, output_fired_time: 0.2786479592, propagate_forward_time: 18.4725799561, propagate_backward_time: 27.9648361206, weight_update_time: 0.0936526582, other_time: 1.6927108765
epoch time: 4.0408167839s, input_fired_time: 0.0401579924, output_fired_time: 0.0000000000, propagate_forward_time: 3.6913640499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092949390
validation[          , genome  2227] predictions:    9441/  10000 (94.41%), best:    9555/10000 (95.55%), error:      1844.24133, best error:      1454.56165 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 48.7183914185s, input_fired_time: 0.3563928604, output_fired_time: 0.2791013420, propagate_forward_time: 18.4558105469, propagate_backward_time: 27.9329166412, weight_update_time: 0.0937677026, other_time: 1.6941699982
epoch time: 4.0413050652s, input_fired_time: 0.0403892472, output_fired_time: 0.0000000000, propagate_forward_time: 3.6917922497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091237545
validation[          , genome  2227] predictions:    9541/  10000 (95.41%), best:    9555/10000 (95.55%), error:      1498.08691, best error:      1454.56165 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 48.7517471313s, input_fired_time: 0.3556104302, output_fired_time: 0.2771015167, propagate_forward_time: 18.4821605682, propagate_backward_time: 27.9411468506, weight_update_time: 0.0937869996, other_time: 1.6957263947
epoch time: 4.0398807526s, input_fired_time: 0.0404134020, output_fired_time: 0.0000000000, propagate_forward_time: 3.6906514168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088159561
validation[          , genome  2227] predictions:    9585/  10000 (95.85%), best:    9585/10000 (95.85%), error:      1431.11035, best error:      1431.11035 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 49.4834556580s, input_fired_time: 0.3623180091, output_fired_time: 0.2898732722, propagate_forward_time: 18.5428161621, propagate_backward_time: 28.5293540955, weight_update_time: 0.0966169909, other_time: 1.7590942383
epoch time: 4.1355552673s, input_fired_time: 0.0407610796, output_fired_time: 0.0000000000, propagate_forward_time: 3.7501778603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3446164131
validation[          , genome  2227] predictions:    9596/  10000 (95.96%), best:    9596/10000 (95.96%), error:      1397.98083, best error:      1397.98083 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 50.6747703552s, input_fired_time: 0.3711046576, output_fired_time: 0.3073504567, propagate_forward_time: 18.7257480621, propagate_backward_time: 29.4139747620, weight_update_time: 0.1007737070, other_time: 1.8565921783
epoch time: 4.1506638527s, input_fired_time: 0.0410411507, output_fired_time: 0.0000000000, propagate_forward_time: 3.7652275562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443949223
validation[          , genome  2227] predictions:    9480/  10000 (94.80%), best:    9596/10000 (95.96%), error:      1718.33203, best error:      1397.98083 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 50.2028961182s, input_fired_time: 0.3675152063, output_fired_time: 0.2991001606, propagate_forward_time: 18.6795463562, propagate_backward_time: 29.0431079865, weight_update_time: 0.0988984481, other_time: 1.8136272430
epoch time: 4.0447573662s, input_fired_time: 0.0402395949, output_fired_time: 0.0000000000, propagate_forward_time: 3.6962234974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082940578
validation[          , genome  2227] predictions:    9516/  10000 (95.16%), best:    9596/10000 (95.96%), error:      1622.86243, best error:      1397.98083 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 48.8448104858s, input_fired_time: 0.3571561575, output_fired_time: 0.2782390714, propagate_forward_time: 18.5534954071, propagate_backward_time: 27.9564552307, weight_update_time: 0.0938164666, other_time: 1.6994647980
epoch time: 4.0106368065s, input_fired_time: 0.0402629152, output_fired_time: 0.0000000000, propagate_forward_time: 3.6631250381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072488308
validation[          , genome  2227] predictions:    9589/  10000 (95.89%), best:    9596/10000 (95.96%), error:      1400.04065, best error:      1397.98083 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.6262893677s, input_fired_time: 0.3578858376, output_fired_time: 0.2795319855, propagate_forward_time: 18.3838100433, propagate_backward_time: 27.9120883942, weight_update_time: 0.0936390236, other_time: 1.6929702759
epoch time: 4.0427622795s, input_fired_time: 0.0401491560, output_fired_time: 0.0000000000, propagate_forward_time: 3.6931228638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094902039
validation[          , genome  2227] predictions:    9580/  10000 (95.80%), best:    9596/10000 (95.96%), error:      1408.93298, best error:      1397.98083 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 48.6887359619s, input_fired_time: 0.3578153849, output_fired_time: 0.2785455585, propagate_forward_time: 18.4341983795, propagate_backward_time: 27.9180622101, weight_update_time: 0.0942399353, other_time: 1.7001152039
epoch time: 4.0345258713s, input_fired_time: 0.0404178575, output_fired_time: 0.0000000000, propagate_forward_time: 3.6847403049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3093676567
validation[          , genome  2227] predictions:    9559/  10000 (95.59%), best:    9596/10000 (95.96%), error:      1426.09216, best error:      1397.98083 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 48.6671142578s, input_fired_time: 0.3578037024, output_fired_time: 0.2776810825, propagate_forward_time: 18.4260330200, propagate_backward_time: 27.9061450958, weight_update_time: 0.0939593613, other_time: 1.6994533539
epoch time: 4.0343289375s, input_fired_time: 0.0402419232, output_fired_time: 0.0000000000, propagate_forward_time: 3.6841273308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099596500
validation[          , genome  2227] predictions:    9523/  10000 (95.23%), best:    9596/10000 (95.96%), error:      1568.02295, best error:      1397.98083 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 48.6273193359s, input_fired_time: 0.3584606946, output_fired_time: 0.2785310745, propagate_forward_time: 18.4059829712, propagate_backward_time: 27.8896427155, weight_update_time: 0.0938256010, other_time: 1.6947040558
epoch time: 4.0339164734s, input_fired_time: 0.0404586382, output_fired_time: 0.0000000000, propagate_forward_time: 3.6834075451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100502491
validation[          , genome  2227] predictions:    9587/  10000 (95.87%), best:    9596/10000 (95.96%), error:      1402.08777, best error:      1397.98083 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 48.7811012268s, input_fired_time: 0.3593269289, output_fired_time: 0.2788677514, propagate_forward_time: 18.4772834778, propagate_backward_time: 27.9676380157, weight_update_time: 0.0943512022, other_time: 1.6979846954
epoch time: 4.0485367775s, input_fired_time: 0.0408615321, output_fired_time: 0.0000000000, propagate_forward_time: 3.6988217831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088533878
validation[          , genome  2227] predictions:    9509/  10000 (95.09%), best:    9596/10000 (95.96%), error:      1578.01746, best error:      1397.98083 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 48.7824096680s, input_fired_time: 0.3595093787, output_fired_time: 0.2799071968, propagate_forward_time: 18.4867992401, propagate_backward_time: 27.9634571075, weight_update_time: 0.0940278471, other_time: 1.6927375793
epoch time: 4.0436935425s, input_fired_time: 0.0407578722, output_fired_time: 0.0000000000, propagate_forward_time: 3.6940603256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088755608
validation[          , genome  2227] predictions:    9547/  10000 (95.47%), best:    9596/10000 (95.96%), error:      1516.59875, best error:      1397.98083 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 49.9148635864s, input_fired_time: 0.3667699695, output_fired_time: 0.2996476591, propagate_forward_time: 18.5227146149, propagate_backward_time: 28.8963375092, weight_update_time: 0.0986673310, other_time: 1.8293914795
epoch time: 4.0104746819s, input_fired_time: 0.0408348031, output_fired_time: 0.0000000000, propagate_forward_time: 3.6610713005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085684776
validation[          , genome  2227] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1388.18286, best error:      1388.18286 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 48.8089332581s, input_fired_time: 0.3583685160, output_fired_time: 0.2764934003, propagate_forward_time: 18.4105339050, propagate_backward_time: 28.0687656403, weight_update_time: 0.0933947414, other_time: 1.6947727203
epoch time: 4.0240421295s, input_fired_time: 0.0404568017, output_fired_time: 0.0000000000, propagate_forward_time: 3.6755747795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080105782
validation[          , genome  2227] predictions:    9531/  10000 (95.31%), best:    9599/10000 (95.99%), error:      1558.16638, best error:      1388.18286 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 48.4668121338s, input_fired_time: 0.3579301834, output_fired_time: 0.2787587643, propagate_forward_time: 18.2793636322, propagate_backward_time: 27.8502216339, weight_update_time: 0.0928929672, other_time: 1.7005386353
epoch time: 4.1166663170s, input_fired_time: 0.0417138413, output_fired_time: 0.0000000000, propagate_forward_time: 3.7355251312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394274712
validation[          , genome  2227] predictions:    9560/  10000 (95.60%), best:    9599/10000 (95.99%), error:      1533.28894, best error:      1388.18286 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 50.5953102112s, input_fired_time: 0.3696919084, output_fired_time: 0.3043694496, propagate_forward_time: 18.7033805847, propagate_backward_time: 29.3728828430, weight_update_time: 0.0997235402, other_time: 1.8449821472
epoch time: 4.1060352325s, input_fired_time: 0.0407753512, output_fired_time: 0.0000000000, propagate_forward_time: 3.7516870499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135728836
validation[          , genome  2227] predictions:    9419/  10000 (94.19%), best:    9599/10000 (95.99%), error:      1808.61230, best error:      1388.18286 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 48.5329933167s, input_fired_time: 0.3578853905, output_fired_time: 0.2819778323, propagate_forward_time: 18.3541126251, propagate_backward_time: 27.8272418976, weight_update_time: 0.1156307906, other_time: 1.7117729187
epoch time: 4.1901979446s, input_fired_time: 0.0423558243, output_fired_time: 0.0000000000, propagate_forward_time: 3.8376097679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3102321625
validation[          , genome  2227] predictions:    9534/  10000 (95.34%), best:    9599/10000 (95.99%), error:      1497.35596, best error:      1388.18286 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 49.5999183655s, input_fired_time: 0.3626810312, output_fired_time: 0.2953882813, propagate_forward_time: 18.6111755371, propagate_backward_time: 28.5856952667, weight_update_time: 0.0952814221, other_time: 1.7449779510
epoch time: 4.1375894547s, input_fired_time: 0.0416303091, output_fired_time: 0.0000000000, propagate_forward_time: 3.7525336742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434255123
validation[          , genome  2227] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1382.65625, best error:      1382.65625 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 50.0388145447s, input_fired_time: 0.3692479134, output_fired_time: 0.2988834977, propagate_forward_time: 18.6143531799, propagate_backward_time: 28.9409732819, weight_update_time: 0.0987009406, other_time: 1.8153553009
epoch time: 4.0630779266s, input_fired_time: 0.0412678048, output_fired_time: 0.0000000000, propagate_forward_time: 3.7104253769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113846779
validation[          , genome  2227] predictions:    9536/  10000 (95.36%), best:    9594/10000 (95.94%), error:      1522.28406, best error:      1382.65625 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 49.0983543396s, input_fired_time: 0.3607618511, output_fired_time: 0.2804808021, propagate_forward_time: 18.4969310760, propagate_backward_time: 28.2374897003, weight_update_time: 0.0937645957, other_time: 1.7226905823
epoch time: 4.2073192596s, input_fired_time: 0.0446065105, output_fired_time: 0.0000000000, propagate_forward_time: 3.8284189701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342936039
validation[          , genome  2227] predictions:    9567/  10000 (95.67%), best:    9594/10000 (95.94%), error:      1411.83423, best error:      1382.65625 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 48.3007621765s, input_fired_time: 0.3569149077, output_fired_time: 0.2855068445, propagate_forward_time: 18.2644672394, propagate_backward_time: 27.7054653168, weight_update_time: 0.0926770642, other_time: 1.6884078979
epoch time: 3.9914612770s, input_fired_time: 0.0412507579, output_fired_time: 0.0000000000, propagate_forward_time: 3.6418769360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083336353
validation[          , genome  2227] predictions:    9588/  10000 (95.88%), best:    9594/10000 (95.94%), error:      1388.08911, best error:      1382.65625 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 48.5970115662s, input_fired_time: 0.3591840565, output_fired_time: 0.2787123024, propagate_forward_time: 18.3648548126, propagate_backward_time: 27.9025363922, weight_update_time: 0.0932752714, other_time: 1.6917228699
epoch time: 4.0011758804s, input_fired_time: 0.0415906049, output_fired_time: 0.0000000000, propagate_forward_time: 3.6509759426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086092472
validation[          , genome  2227] predictions:    9580/  10000 (95.80%), best:    9580/10000 (95.80%), error:      1373.17371, best error:      1373.17371 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 48.4942092896s, input_fired_time: 0.3596176803, output_fired_time: 0.2791368067, propagate_forward_time: 18.3141250610, propagate_backward_time: 27.8465290070, weight_update_time: 0.0931180641, other_time: 1.6947994232
epoch time: 4.0287909508s, input_fired_time: 0.0414068438, output_fired_time: 0.0000000000, propagate_forward_time: 3.6722779274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151061535
validation[          , genome  2227] predictions:    9570/  10000 (95.70%), best:    9580/10000 (95.80%), error:      1433.22083, best error:      1373.17371 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.5192642212s, input_fired_time: 0.3603430390, output_fired_time: 0.2772935927, propagate_forward_time: 18.3374423981, propagate_backward_time: 27.8509101868, weight_update_time: 0.0929588228, other_time: 1.6932735443
epoch time: 4.0115046501s, input_fired_time: 0.0410726815, output_fired_time: 0.0000000000, propagate_forward_time: 3.6624565125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079755306
validation[          , genome  2227] predictions:    9522/  10000 (95.22%), best:    9580/10000 (95.80%), error:      1567.68909, best error:      1373.17371 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.7471237183s, input_fired_time: 0.3635616004, output_fired_time: 0.2806579471, propagate_forward_time: 18.4262351990, propagate_backward_time: 27.9649906158, weight_update_time: 0.0929059386, other_time: 1.7116794586
epoch time: 4.0026626587s, input_fired_time: 0.0414325260, output_fired_time: 0.0000000000, propagate_forward_time: 3.6528558731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083741665
validation[          , genome  2227] predictions:    9516/  10000 (95.16%), best:    9580/10000 (95.80%), error:      1565.83496, best error:      1373.17371 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.7965736389s, input_fired_time: 0.3606361747, output_fired_time: 0.2782971859, propagate_forward_time: 18.4403800964, propagate_backward_time: 28.0136966705, weight_update_time: 0.0929966643, other_time: 1.7035617828
epoch time: 4.0449414253s, input_fired_time: 0.0415978432, output_fired_time: 0.0000000000, propagate_forward_time: 3.6952230930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081204891
validation[          , genome  2227] predictions:    9571/  10000 (95.71%), best:    9580/10000 (95.80%), error:      1385.65991, best error:      1373.17371 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 48.7131080627s, input_fired_time: 0.3604317009, output_fired_time: 0.2787699401, propagate_forward_time: 18.4176025391, propagate_backward_time: 27.9134368896, weight_update_time: 0.1248118803, other_time: 1.7428665161
epoch time: 3.9962368011s, input_fired_time: 0.0411343612, output_fired_time: 0.0000000000, propagate_forward_time: 3.6470944881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080079556
validation[          , genome  2227] predictions:    9569/  10000 (95.69%), best:    9580/10000 (95.80%), error:      1417.58887, best error:      1373.17371 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 48.2502937317s, input_fired_time: 0.3594683111, output_fired_time: 0.2786559761, propagate_forward_time: 18.2294368744, propagate_backward_time: 27.6961841583, weight_update_time: 0.0926335305, other_time: 1.6865501404
epoch time: 3.9961102009s, input_fired_time: 0.0412556231, output_fired_time: 0.0000000000, propagate_forward_time: 3.6471447945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077096939
validation[          , genome  2227] predictions:    9561/  10000 (95.61%), best:    9580/10000 (95.80%), error:      1454.85498, best error:      1373.17371 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 48.6217231750s, input_fired_time: 0.3590949774, output_fired_time: 0.2860396504, propagate_forward_time: 18.3333091736, propagate_backward_time: 27.9557476044, weight_update_time: 0.0925740004, other_time: 1.6875286102
epoch time: 3.9781663418s, input_fired_time: 0.0413838476, output_fired_time: 0.0000000000, propagate_forward_time: 3.6271250248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096575737
validation[          , genome  2227] predictions:    9597/  10000 (95.97%), best:    9597/10000 (95.97%), error:      1362.45154, best error:      1362.45154 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 48.8072204590s, input_fired_time: 0.3622168303, output_fired_time: 0.2771721482, propagate_forward_time: 18.3811874390, propagate_backward_time: 28.0944042206, weight_update_time: 0.0931211784, other_time: 1.6922397614
epoch time: 4.1565876007s, input_fired_time: 0.0414200835, output_fired_time: 0.0000000000, propagate_forward_time: 3.7925648689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226027489
validation[          , genome  2227] predictions:    9575/  10000 (95.75%), best:    9597/10000 (95.97%), error:      1415.05383, best error:      1362.45154 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 49.3215675354s, input_fired_time: 0.3673216403, output_fired_time: 0.2883928716, propagate_forward_time: 18.4598579407, propagate_backward_time: 28.4214744568, weight_update_time: 0.0955303982, other_time: 1.7845230103
epoch time: 4.0972990990s, input_fired_time: 0.0421605818, output_fired_time: 0.0000000000, propagate_forward_time: 3.7118070126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433315754
validation[          , genome  2227] predictions:    9551/  10000 (95.51%), best:    9597/10000 (95.97%), error:      1476.64160, best error:      1362.45154 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 49.9674034119s, input_fired_time: 0.3894819319, output_fired_time: 0.3014025986, propagate_forward_time: 18.5255966187, propagate_backward_time: 28.9114341736, weight_update_time: 0.0989295468, other_time: 1.8394889832
epoch time: 4.0240454674s, input_fired_time: 0.0416175872, output_fired_time: 0.0000000000, propagate_forward_time: 3.6747918129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076360226
validation[          , genome  2227] predictions:    9606/  10000 (96.06%), best:    9606/10000 (96.06%), error:      1331.59460, best error:      1331.59460 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 48.6495971680s, input_fired_time: 0.3632076681, output_fired_time: 0.2793865800, propagate_forward_time: 18.4000854492, propagate_backward_time: 27.9158725739, weight_update_time: 0.0937327445, other_time: 1.6910419464
epoch time: 4.0417728424s, input_fired_time: 0.0419662818, output_fired_time: 0.0000000000, propagate_forward_time: 3.6920228004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077838421
validation[          , genome  2227] predictions:    9578/  10000 (95.78%), best:    9606/10000 (96.06%), error:      1434.31641, best error:      1331.59460 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 48.7656745911s, input_fired_time: 0.3634095192, output_fired_time: 0.2778339386, propagate_forward_time: 18.4579620361, propagate_backward_time: 27.9786815643, weight_update_time: 0.0938172713, other_time: 1.6877841949
epoch time: 4.0433483124s, input_fired_time: 0.0418724269, output_fired_time: 0.0000000000, propagate_forward_time: 3.6915636063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099122047
validation[          , genome  2227] predictions:    9553/  10000 (95.53%), best:    9606/10000 (96.06%), error:      1434.82178, best error:      1331.59460 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 48.5561027527s, input_fired_time: 0.3633706570, output_fired_time: 0.2782095671, propagate_forward_time: 18.3610210419, propagate_backward_time: 27.8613929749, weight_update_time: 0.0936067179, other_time: 1.6921100616
epoch time: 4.0191278458s, input_fired_time: 0.0416370407, output_fired_time: 0.0000000000, propagate_forward_time: 3.6674578190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100330830
validation[          , genome  2227] predictions:    9596/  10000 (95.96%), best:    9606/10000 (96.06%), error:      1357.85083, best error:      1331.59460 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.4914474487s, input_fired_time: 0.3631248176, output_fired_time: 0.2765386105, propagate_forward_time: 18.3325901031, propagate_backward_time: 27.8220558167, weight_update_time: 0.0935526565, other_time: 1.6971378326
epoch time: 4.0764341354s, input_fired_time: 0.0415772274, output_fired_time: 0.0000000000, propagate_forward_time: 3.7258822918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089745045
validation[          , genome  2227] predictions:    9579/  10000 (95.79%), best:    9606/10000 (96.06%), error:      1401.95398, best error:      1331.59460 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 49.4040489197s, input_fired_time: 0.3672748506, output_fired_time: 0.2902609706, propagate_forward_time: 18.5216388702, propagate_backward_time: 28.4450473785, weight_update_time: 0.0959675163, other_time: 1.7798271179
epoch time: 4.1030445099s, input_fired_time: 0.0424266756, output_fired_time: 0.0000000000, propagate_forward_time: 3.7151648998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454530239
validation[          , genome  2227] predictions:    9603/  10000 (96.03%), best:    9606/10000 (96.06%), error:      1334.68335, best error:      1331.59460 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 49.7100067139s, input_fired_time: 0.3934829533, output_fired_time: 0.3145132363, propagate_forward_time: 18.5360183716, propagate_backward_time: 28.6757965088, weight_update_time: 0.0970121473, other_time: 1.7901954651
epoch time: 4.0780682564s, input_fired_time: 0.0418036431, output_fired_time: 0.0000000000, propagate_forward_time: 3.7266514301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3096129894
validation[          , genome  2227] predictions:    9525/  10000 (95.25%), best:    9606/10000 (96.06%), error:      1547.32458, best error:      1331.59460 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.6963195801s, input_fired_time: 0.3646101356, output_fired_time: 0.2794982791, propagate_forward_time: 18.3973293304, propagate_backward_time: 27.9645805359, weight_update_time: 0.0937429368, other_time: 1.6903018951
epoch time: 4.0004749298s, input_fired_time: 0.0417834409, output_fired_time: 0.0000000000, propagate_forward_time: 3.6512911320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3074004650
validation[          , genome  2227] predictions:    9576/  10000 (95.76%), best:    9606/10000 (96.06%), error:      1402.14368, best error:      1331.59460 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.4892692566s, input_fired_time: 0.3634708226, output_fired_time: 0.2792820334, propagate_forward_time: 18.3531494141, propagate_backward_time: 27.8046493530, weight_update_time: 0.0930193663, other_time: 1.6887168884
epoch time: 4.0350565910s, input_fired_time: 0.0417190455, output_fired_time: 0.0000000000, propagate_forward_time: 3.6848766804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3084609509
validation[          , genome  2227] predictions:    9492/  10000 (94.92%), best:    9606/10000 (96.06%), error:      1705.17639, best error:      1331.59460 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.6966056824s, input_fired_time: 0.3668567538, output_fired_time: 0.2797580957, propagate_forward_time: 18.4500102997, propagate_backward_time: 27.9087009430, weight_update_time: 0.0936210454, other_time: 1.6912803650
epoch time: 4.0305409431s, input_fired_time: 0.0424884073, output_fired_time: 0.0000000000, propagate_forward_time: 3.6789581776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090944290
validation[          , genome  2227] predictions:    9491/  10000 (94.91%), best:    9606/10000 (96.06%), error:      1679.55969, best error:      1331.59460 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.6664428711s, input_fired_time: 0.3667795360, output_fired_time: 0.2793829143, propagate_forward_time: 18.3962345123, propagate_backward_time: 27.9276905060, weight_update_time: 0.0939394385, other_time: 1.6963539124
epoch time: 4.0365128517s, input_fired_time: 0.0426139124, output_fired_time: 0.0000000000, propagate_forward_time: 3.6844155788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094832897
validation[          , genome  2227] predictions:    9575/  10000 (95.75%), best:    9606/10000 (96.06%), error:      1433.77966, best error:      1331.59460 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 48.7711563110s, input_fired_time: 0.3639088571, output_fired_time: 0.2781540155, propagate_forward_time: 18.4619579315, propagate_backward_time: 27.9744892120, weight_update_time: 0.0925593004, other_time: 1.6926460266
epoch time: 4.0257158279s, input_fired_time: 0.0432043634, output_fired_time: 0.0000000000, propagate_forward_time: 3.6753938198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071177006
validation[          , genome  2227] predictions:    9602/  10000 (96.02%), best:    9606/10000 (96.06%), error:      1378.56140, best error:      1331.59460 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 48.6290283203s, input_fired_time: 0.3645463288, output_fired_time: 0.2844107747, propagate_forward_time: 18.3157024384, propagate_backward_time: 27.9551048279, weight_update_time: 0.0926491618, other_time: 1.7092609406
epoch time: 4.0098247528s, input_fired_time: 0.0416858345, output_fired_time: 0.0000000000, propagate_forward_time: 3.6610271931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071117401
validation[          , genome  2227] predictions:    9580/  10000 (95.80%), best:    9606/10000 (96.06%), error:      1390.42639, best error:      1331.59460 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 48.4994430542s, input_fired_time: 0.3632210493, output_fired_time: 0.2764129341, propagate_forward_time: 18.3776950836, propagate_backward_time: 27.7845687866, weight_update_time: 0.0926085114, other_time: 1.6975460052
epoch time: 4.0140476227s, input_fired_time: 0.0422613658, output_fired_time: 0.0000000000, propagate_forward_time: 3.6644496918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073365688
validation[          , genome  2227] predictions:    9592/  10000 (95.92%), best:    9606/10000 (96.06%), error:      1351.48987, best error:      1331.59460 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 48.9115295410s, input_fired_time: 0.3660481274, output_fired_time: 0.2887909412, propagate_forward_time: 18.5241298676, propagate_backward_time: 28.0235652924, weight_update_time: 0.0932699144, other_time: 1.7089958191
epoch time: 4.0101609230s, input_fired_time: 0.0421912819, output_fired_time: 0.0000000000, propagate_forward_time: 3.6604545116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075151443
validation[          , genome  2227] predictions:    9575/  10000 (95.75%), best:    9606/10000 (96.06%), error:      1383.35803, best error:      1331.59460 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 48.3882942200s, input_fired_time: 0.3652487993, output_fired_time: 0.2773298919, propagate_forward_time: 18.3019542694, propagate_backward_time: 27.7427101135, weight_update_time: 0.0928578526, other_time: 1.7010517120
epoch time: 4.0086641312s, input_fired_time: 0.0425350592, output_fired_time: 0.0000000000, propagate_forward_time: 3.6595928669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065361977
validation[          , genome  2227] predictions:    9593/  10000 (95.93%), best:    9606/10000 (96.06%), error:      1364.02612, best error:      1331.59460 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 48.4446907043s, input_fired_time: 0.3636407256, output_fired_time: 0.2757207751, propagate_forward_time: 18.3657035828, propagate_backward_time: 27.7502059937, weight_update_time: 0.0924748778, other_time: 1.6894187927
epoch time: 4.0096077919s, input_fired_time: 0.0425974801, output_fired_time: 0.0000000000, propagate_forward_time: 3.6594505310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075597286
validation[          , genome  2227] predictions:    9577/  10000 (95.77%), best:    9606/10000 (96.06%), error:      1401.29639, best error:      1331.59460 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.3619461060s, input_fired_time: 0.3647236526, output_fired_time: 0.2771579325, propagate_forward_time: 18.2956466675, propagate_backward_time: 27.7335281372, weight_update_time: 0.0926112309, other_time: 1.6908912659
epoch time: 4.0098080635s, input_fired_time: 0.0423979089, output_fired_time: 0.0000000000, propagate_forward_time: 3.6602642536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071458340
validation[          , genome  2227] predictions:    9578/  10000 (95.78%), best:    9606/10000 (96.06%), error:      1363.76685, best error:      1331.59460 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 48.6135826111s, input_fired_time: 0.3708795607, output_fired_time: 0.2806920707, propagate_forward_time: 18.4138221741, propagate_backward_time: 27.8564662933, weight_update_time: 0.0927504897, other_time: 1.6917209625
epoch time: 4.0354042053s, input_fired_time: 0.0429091826, output_fired_time: 0.0000000000, propagate_forward_time: 3.6839678288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3085272312
validation[          , genome  2227] predictions:    9537/  10000 (95.37%), best:    9606/10000 (96.06%), error:      1575.80444, best error:      1331.59460 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 48.7168426514s, input_fired_time: 0.3745687008, output_fired_time: 0.2814994752, propagate_forward_time: 18.4372959137, propagate_backward_time: 27.9285926819, weight_update_time: 0.0927302614, other_time: 1.6948871613
epoch time: 4.0312600136s, input_fired_time: 0.0421692915, output_fired_time: 0.0000000000, propagate_forward_time: 3.6804828644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086078167
validation[          , genome  2227] predictions:    9574/  10000 (95.74%), best:    9606/10000 (96.06%), error:      1431.61316, best error:      1331.59460 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 48.6766128540s, input_fired_time: 0.3654417396, output_fired_time: 0.2771258056, propagate_forward_time: 18.4402866364, propagate_backward_time: 27.9037513733, weight_update_time: 0.0922420993, other_time: 1.6900081635
epoch time: 4.0513658524s, input_fired_time: 0.0427850857, output_fired_time: 0.0000000000, propagate_forward_time: 3.7016110420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3069696426
validation[          , genome  2227] predictions:    9547/  10000 (95.47%), best:    9606/10000 (96.06%), error:      1502.38184, best error:      1331.59460 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 48.4447860718s, input_fired_time: 0.3659353256, output_fired_time: 0.2776013315, propagate_forward_time: 18.3316802979, propagate_backward_time: 27.7788143158, weight_update_time: 0.0926282778, other_time: 1.6907520294
epoch time: 4.0197291374s, input_fired_time: 0.0431196131, output_fired_time: 0.0000000000, propagate_forward_time: 3.6678969860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087124825
validation[          , genome  2227] predictions:    9548/  10000 (95.48%), best:    9606/10000 (96.06%), error:      1456.89258, best error:      1331.59460 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.9734840393s, input_fired_time: 0.3737871051, output_fired_time: 0.2798717916, propagate_forward_time: 18.5820484161, propagate_backward_time: 28.0297679901, weight_update_time: 0.0935089886, other_time: 1.7080078125
epoch time: 4.1365289688s, input_fired_time: 0.0432577915, output_fired_time: 0.0000000000, propagate_forward_time: 3.7844865322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3087847233
validation[          , genome  2227] predictions:    9590/  10000 (95.90%), best:    9606/10000 (96.06%), error:      1396.65015, best error:      1331.59460 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.4462318420s, input_fired_time: 0.3833062649, output_fired_time: 0.2778426707, propagate_forward_time: 18.7794647217, propagate_backward_time: 28.2873325348, weight_update_time: 0.1008751094, other_time: 1.7182865143
epoch time: 4.0129780769s, input_fired_time: 0.0423821807, output_fired_time: 0.0000000000, propagate_forward_time: 3.6630222797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075735569
validation[          , genome  2227] predictions:    9588/  10000 (95.88%), best:    9606/10000 (96.06%), error:      1371.61218, best error:      1331.59460 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.3723373413s, input_fired_time: 0.3664856255, output_fired_time: 0.2779653072, propagate_forward_time: 18.3032970428, propagate_backward_time: 27.7387142181, weight_update_time: 0.0928234532, other_time: 1.6858749390
epoch time: 4.0141177177s, input_fired_time: 0.0429642238, output_fired_time: 0.0000000000, propagate_forward_time: 3.6630051136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081483841
validation[          , genome  2227] predictions:    9589/  10000 (95.89%), best:    9606/10000 (96.06%), error:      1404.43469, best error:      1331.59460 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 48.4871864319s, input_fired_time: 0.3667383194, output_fired_time: 0.2780064642, propagate_forward_time: 18.2763385773, propagate_backward_time: 27.8586406708, weight_update_time: 0.0925842002, other_time: 1.7074623108
epoch time: 3.9960129261s, input_fired_time: 0.0424241014, output_fired_time: 0.0000000000, propagate_forward_time: 3.6470041275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3065845966
validation[          , genome  2227] predictions:    9570/  10000 (95.70%), best:    9606/10000 (96.06%), error:      1440.72070, best error:      1331.59460 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 48.2438278198s, input_fired_time: 0.3657799065, output_fired_time: 0.2777277231, propagate_forward_time: 18.2251205444, propagate_backward_time: 27.6888427734, weight_update_time: 0.0926953182, other_time: 1.6863555908
epoch time: 3.9978170395s, input_fired_time: 0.0427539796, output_fired_time: 0.0000000000, propagate_forward_time: 3.6471204758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079426289
validation[          , genome  2227] predictions:    9550/  10000 (95.50%), best:    9606/10000 (96.06%), error:      1511.60913, best error:      1331.59460 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 48.4364242554s, input_fired_time: 0.3912037909, output_fired_time: 0.2782209516, propagate_forward_time: 18.2898864746, propagate_backward_time: 27.7841243744, weight_update_time: 0.0929205865, other_time: 1.6929874420
epoch time: 3.9979815483s, input_fired_time: 0.0431998000, output_fired_time: 0.0000000000, propagate_forward_time: 3.6474907398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3072910309
validation[          , genome  2227] predictions:    9595/  10000 (95.95%), best:    9606/10000 (96.06%), error:      1370.34766, best error:      1331.59460 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 48.6326484680s, input_fired_time: 0.3640505373, output_fired_time: 0.2718183398, propagate_forward_time: 18.4576396942, propagate_backward_time: 27.8490333557, weight_update_time: 0.0921998173, other_time: 1.6901035309
epoch time: 4.0313062668s, input_fired_time: 0.0432895124, output_fired_time: 0.0000000000, propagate_forward_time: 3.6790099144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3090069294
validation[          , genome  2227] predictions:    9532/  10000 (95.32%), best:    9606/10000 (96.06%), error:      1512.93604, best error:      1331.59460 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 48.7735061646s, input_fired_time: 0.3688971400, output_fired_time: 0.2784127295, propagate_forward_time: 18.4444828033, propagate_backward_time: 27.9888153076, weight_update_time: 0.0937792957, other_time: 1.6928997040
epoch time: 4.0390567780s, input_fired_time: 0.0430658013, output_fired_time: 0.0000000000, propagate_forward_time: 3.6859257221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3100652695
validation[          , genome  2227] predictions:    9587/  10000 (95.87%), best:    9606/10000 (96.06%), error:      1364.90735, best error:      1331.59460 on epoch:    71, 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: 20.2115936279s, input_fired_time: 0.2117776126, output_fired_time: 0.0000000000, propagate_forward_time: 18.4250888824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5747280121
best training[          , genome  2227] predictions:   48722/  50000 (97.44%), best:    9606/10000 (96.06%), error:      4580.99854, best error:      1331.59460 on epoch:    71, 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: 3.9947845936s, input_fired_time: 0.0411923528, output_fired_time: 0.0000000000, propagate_forward_time: 3.6454200745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081722260
   testing[          , genome  2227] predictions:    9662/  10000 (96.62%), best:    9606/10000 (96.06%), error:      1179.92566, best error:      1331.59460 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:57:52 (21998): called boinc_finish(0)

</stderr_txt>
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